diff --git a/README.md b/README.md index fcb3e8594a95c53698634cf6a9917fb6a40e3c8d..71bbe7e2c58f6463b36e83b309212b35b4f2ef61 100644 --- a/README.md +++ b/README.md @@ -1,1389 +1,260 @@ -# pushsift metadata is inaccurate and noicy, we'll fix it sortly. +# Reddit Data Archive & Analysis Pipeline -```log -Analyzing file: /mnt/test/subreddits_2025-01_without_quarantine.jsonl -Counting lines... 21865152 lines found -Analyzing JSONL: 100%|████████████████████████████████████████| 21865152/21865152 [57:41<00:00, 6317.11lines/s] +## 📊 Overview -================================================================================ -JSONL ANALYSIS REPORT -================================================================================ -Total lines: 21865152 -Processed lines: 21865152 -Total unique fields: 106 -================================================================================ +A comprehensive pipeline for archiving, processing, and analyzing Reddit data from 2005 to 2025. This repository contains tools for downloading Reddit's historical data, converting it to optimized formats, and performing detailed schema analysis and community studies. +## 🗂️ Repository Structure -──────────────────────────────────────────────────────────── -FIELD: _meta -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: dict:21865152 - -──────────────────────────────────────────────────────────── -FIELD: accept_followers -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14309502 (97.3%), false:404148 (2.7%) - -──────────────────────────────────────────────────────────── -FIELD: accounts_active -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: accounts_active_is_fuzzed -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:0 (0.0%), false:14713650 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: active_user_count -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: advertiser_category -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14712689 -String values: 961 total, 13 unique -String length: min:5, max:20, avg:9.5 -Top 5 values: - 'Lifestyles': 181 (18.8%) - 'Sports': 162 (16.9%) - 'Technology': 161 (16.8%) - 'Games': 121 (12.6%) - 'Automotive': 96 (10.0%) - -──────────────────────────────────────────────────────────── -FIELD: all_original_content -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:411 (0.0%), false:14713239 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: allow_discovery -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14696328 (99.9%), false:17322 (0.1%) - -──────────────────────────────────────────────────────────── -FIELD: allow_galleries -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14699613 (99.9%), false:14037 (0.1%) - -──────────────────────────────────────────────────────────── -FIELD: allow_images -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14676456 (99.7%), false:37194 (0.3%) - -──────────────────────────────────────────────────────────── -FIELD: allow_polls -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14597746 (99.2%), false:115904 (0.8%) - -──────────────────────────────────────────────────────────── -FIELD: allow_prediction_contributors -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:0 (0.0%), false:21865152 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: allow_predictions -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:0 (0.0%), false:21865152 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: allow_predictions_tournament -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:0 (0.0%), false:21865152 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: allow_talks -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:0 (0.0%), false:21865152 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: allow_videogifs -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:21789633 (99.7%), false:75519 (0.3%) - -──────────────────────────────────────────────────────────── -FIELD: allow_videos -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:15968654 (73.0%), false:5896498 (27.0%) - -──────────────────────────────────────────────────────────── -FIELD: allowed_media_in_comments -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: list:21865152 -Null/Empty: empty_arr:19902763 - -──────────────────────────────────────────────────────────── -FIELD: banner_background_color -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14621792 -String values: 91858 total, 18327 unique -String length: min:7, max:7, avg:7.0 -Top 5 values: - '#373c3f': 17104 (18.6%) - '#000000': 5457 (5.9%) - '#014980': 4935 (5.4%) - '#ea0027': 4783 (5.2%) - '#edeff1': 4410 (4.8%) - -──────────────────────────────────────────────────────────── -FIELD: banner_background_image -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -Null/Empty: empty_str:21313604 -String values: 551548 total, 551548 unique -String length: min:131, max:152, avg:140.5 -Top 5 values: - 'https://styles.redditmedia.com/t5_9x204b/styles/ba...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_4ue3ol/styles/ba...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_b9zl98/styles/ba...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_3fclrt/styles/ba...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_28g904/styles/ba...': 1 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: banner_img -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:11329838 -String values: 3383812 total, 3383094 unique -String length: min:80, max:172, avg:163.3 -Top 5 values: - 'https://b.thumbs.redditmedia.com/pW3TI3vlz6kckIDrP...': 67 (0.0%) - 'https://b.thumbs.redditmedia.com/-Q7XmlWw8T18KQrwH...': 43 (0.0%) - 'https://a.thumbs.redditmedia.com/L9X_ZEuJ7Dod6tIq7...': 30 (0.0%) - 'https://b.thumbs.redditmedia.com/Mkw20dQGxxojzN8Kn...': 19 (0.0%) - 'https://b.thumbs.redditmedia.com/DCPR1AISwkhlUfB9P...': 18 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: banner_size -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:18481137, list:3384015 -Null/Empty: null:18481137 - -──────────────────────────────────────────────────────────── -FIELD: can_assign_link_flair -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:356284 (1.6%), false:21508868 (98.4%) - -──────────────────────────────────────────────────────────── -FIELD: can_assign_user_flair -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:268035 (1.2%), false:21597117 (98.8%) - -──────────────────────────────────────────────────────────── -FIELD: collapse_deleted_comments -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:13345156 (90.7%), false:1368494 (9.3%) - -──────────────────────────────────────────────────────────── -FIELD: comment_contribution_settings -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: dict:21865152 -Null/Empty: empty_obj:12028002 - -──────────────────────────────────────────────────────────── -FIELD: comment_score_hide_mins -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: int:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Numeric values: 14713650 total, 256 unique - -──────────────────────────────────────────────────────────── -FIELD: community_icon -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -Null/Empty: empty_str:20050755 -String values: 1814397 total, 1814397 unique -String length: min:127, max:143, avg:132.0 -Top 5 values: - 'https://styles.redditmedia.com/t5_30a9q8/styles/co...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_4zqpmf/styles/co...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_9x204b/styles/co...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_2m4mg8/styles/co...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_4ue3ol/styles/co...': 1 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: community_reviewed -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:106639 (0.7%), false:14607011 (99.3%) - -──────────────────────────────────────────────────────────── -FIELD: created -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: int:21865152 -Numeric values: 21865152 total, 20415596 unique - -──────────────────────────────────────────────────────────── -FIELD: created_utc -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: int:21865152 -Numeric values: 21865152 total, 20415596 unique - -──────────────────────────────────────────────────────────── -FIELD: description -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:13804802 -String values: 908848 total, 879227 unique -String length: min:1, max:10240, avg:252.5 -Top 5 values: - '.': 1207 (0.1%) - 'test': 519 (0.1%) - 'Test': 357 (0.0%) - 'yes': 292 (0.0%) - '[](/sidebar)': 284 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: disable_contributor_requests -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:18002 (0.1%), false:14695648 (99.9%) - -──────────────────────────────────────────────────────────── -FIELD: display_name -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 21865152 unique -String length: min:2, max:24, avg:14.8 -Top 5 values: - '00000': 1 (0.0%) - '000000': 1 (0.0%) - '00000000': 1 (0.0%) - '0000000000': 1 (0.0%) - '00000000000': 1 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: display_name_prefixed -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 21865152 unique -String length: min:4, max:26, avg:15.2 -Top 5 values: - 'r/00000': 1 (0.0%) - 'r/000000': 1 (0.0%) - 'r/00000000': 1 (0.0%) - 'r/0000000000': 1 (0.0%) - 'r/00000000000': 1 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: emojis_custom_size -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21852436, list:12716 -Null/Empty: null:21852436 - -──────────────────────────────────────────────────────────── -FIELD: emojis_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:84171 (0.4%), false:21780981 (99.6%) - -──────────────────────────────────────────────────────────── -FIELD: free_form_reports -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:12913175 (87.8%), false:1800475 (12.2%) - -──────────────────────────────────────────────────────────── -FIELD: has_menu_widget -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:0 (0.0%), false:21865152 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: header_img -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21793947, str:71205 -Null/Empty: null:21793947 -String values: 71205 total, 63680 unique -String length: min:42, max:80, avg:72.5 -Top 5 values: - 'https://a.thumbs.redditmedia.com/gq9561mrzeY9TrVx....': 1370 (1.9%) - 'https://b.thumbs.redditmedia.com/JQgfgZVmHIlgdo2Cx...': 1019 (1.4%) - 'https://b.thumbs.redditmedia.com/aUQZr4O4Easbsqrmh...': 747 (1.0%) - 'https://b.thumbs.redditmedia.com/EUTKzXw8hiIhD6Agp...': 265 (0.4%) - 'https://b.thumbs.redditmedia.com/M7IJJYHaTtKVtB1q7...': 237 (0.3%) - -──────────────────────────────────────────────────────────── -FIELD: header_size -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21793959, list:71193 -Null/Empty: null:21793959 - -──────────────────────────────────────────────────────────── -FIELD: header_title -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14672575 -String values: 41075 total, 39048 unique -String length: min:1, max:500, avg:25.3 -Top 5 values: - 'Reddit': 64 (0.2%) - 'Welcome!': 61 (0.1%) - 'Back to Reddit!': 58 (0.1%) - 'Back to Reddit': 56 (0.1%) - 'test': 41 (0.1%) - -──────────────────────────────────────────────────────────── -FIELD: hide_ads -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:9 (0.0%), false:14713641 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: icon_img -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:2466447 -String values: 12247203 total, 7498658 unique -String length: min:69, max:295, avg:134.4 -Top 5 values: - 'https://www.redditstatic.com/avatars/defaults/v2/a...': 658072 (5.4%) - 'https://www.redditstatic.com/avatars/defaults/v2/a...': 645107 (5.3%) - 'https://www.redditstatic.com/avatars/defaults/v2/a...': 624164 (5.1%) - 'https://www.redditstatic.com/avatars/defaults/v2/a...': 602269 (4.9%) - 'https://www.redditstatic.com/avatars/defaults/v2/a...': 591047 (4.8%) - -──────────────────────────────────────────────────────────── -FIELD: icon_size -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: list:12247203, NoneType:9617949 -Null/Empty: null:9617949 - -──────────────────────────────────────────────────────────── -FIELD: id -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 21865104 unique -String length: min:1, max:6, avg:5.9 -Top 5 values: - '97sxul': 2 (0.0%) - 'qbar3': 2 (0.0%) - 'cfcvyg': 2 (0.0%) - '87zpyb': 2 (0.0%) - '53sckt': 2 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: is_crosspostable_subreddit -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21833213, NoneType:31939 -Null/Empty: null:31939 -Booleans: true:2479006 (11.4%), false:19354207 (88.6%) - -──────────────────────────────────────────────────────────── -FIELD: is_enrolled_in_new_modmail -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: key_color -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14531229 -String values: 182421 total, 28 unique -String length: min:7, max:7, avg:7.0 -Top 5 values: - '#ea0027': 21247 (11.6%) - '#222222': 21213 (11.6%) - '#0079d3': 19255 (10.6%) - '#24a0ed': 16702 (9.2%) - '#545452': 14672 (8.0%) - -──────────────────────────────────────────────────────────── -FIELD: lang -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502 -String values: 14713650 total, 73 unique -String length: min:2, max:5, avg:2.0 -Top 5 values: - 'en': 14688723 (99.8%) - 'de': 3439 (0.0%) - 'es': 2499 (0.0%) - 'en-us': 2190 (0.0%) - 'nl': 1694 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: link_flair_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:392008 (2.7%), false:14321642 (97.3%) - -──────────────────────────────────────────────────────────── -FIELD: link_flair_position -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14321642 -String values: 392008 total, 2 unique -String length: min:4, max:5, avg:4.9 -Values: right:354038, left:37970 - -──────────────────────────────────────────────────────────── -FIELD: mobile_banner_image -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14578592 -String values: 135058 total, 135058 unique -String length: min:81, max:84, avg:82.9 -Top 5 values: - 'https://styles.redditmedia.com/t5_4ue3ol/styles/mo...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_5zcl6y/styles/mo...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_2dqsrl/styles/mo...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_3oco2x/styles/mo...': 1 (0.0%) - 'https://styles.redditmedia.com/t5_d607kh/styles/mo...': 1 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: name -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 21865104 unique -String length: min:4, max:9, avg:8.9 -Top 5 values: - 't5_97sxul': 2 (0.0%) - 't5_qbar3': 2 (0.0%) - 't5_cfcvyg': 2 (0.0%) - 't5_87zpyb': 2 (0.0%) - 't5_53sckt': 2 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: notification_level -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: original_content_tag_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14534 (0.1%), false:14699116 (99.9%) - -──────────────────────────────────────────────────────────── -FIELD: over18 -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:2837363 (19.3%), false:11876287 (80.7%) - -──────────────────────────────────────────────────────────── -FIELD: prediction_leaderboard_entry_type -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: int:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Numeric values: 14713650 total, 2 unique -Values: 1:14697131, 2:16519 - -──────────────────────────────────────────────────────────── -FIELD: primary_color -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14446539 -String values: 267111 total, 64577 unique -String length: min:7, max:7, avg:7.0 -Top 5 values: - '#373c3f': 32291 (12.1%) - '#ea0027': 11936 (4.5%) - '#014980': 10247 (3.8%) - '#b8001f': 9886 (3.7%) - '#000000': 9270 (3.5%) - -──────────────────────────────────────────────────────────── -FIELD: public_description -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -Null/Empty: empty_str:14801544 -String values: 7063608 total, 6500583 unique -String length: min:1, max:500, avg:92.0 -Top 5 values: - '.': 15065 (0.2%) - 'Hi': 6020 (0.1%) - 'hi': 4653 (0.1%) - ' -': 3915 (0.1%) - 'I'm Caty💕 | Just turned 18 🔞| Im 4'10 don’t bully ...': 3211 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: public_traffic -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:0 (0.0%), false:14713650 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: quarantine -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:0 (0.0%), false:14713650 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: restrict_commenting -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14362 (0.1%), false:14699288 (99.9%) - -──────────────────────────────────────────────────────────── -FIELD: restrict_posting -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14711082 (100.0%), false:2568 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: retrieved_on -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: int:21865152 -Numeric values: 21865152 total, 37395 unique - -──────────────────────────────────────────────────────────── -FIELD: should_archive_posts -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:27627 (0.2%), false:14686023 (99.8%) - -──────────────────────────────────────────────────────────── -FIELD: should_show_media_in_comments_setting -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:21865152 -Booleans: true:16180982 (74.0%), false:5684170 (26.0%) - -──────────────────────────────────────────────────────────── -FIELD: show_media -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14609150 (99.3%), false:104500 (0.7%) - -──────────────────────────────────────────────────────────── -FIELD: show_media_preview -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14704744 (99.9%), false:8906 (0.1%) - -──────────────────────────────────────────────────────────── -FIELD: spoilers_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14690479 (99.8%), false:23171 (0.2%) - -──────────────────────────────────────────────────────────── -FIELD: submission_type -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502 -String values: 14713650 total, 3 unique -String length: min:3, max:4, avg:3.0 -Values: any:14671098, self:24526, link:18026 - -──────────────────────────────────────────────────────────── -FIELD: submit_link_label -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14679516 -String values: 34134 total, 24937 unique -String length: min:1, max:60, avg:18.5 -Top 5 values: - 'Submit Link': 815 (2.4%) - 'Submit a link': 556 (1.6%) - 'Submit a new link': 450 (1.3%) - 'Submit new content': 444 (1.3%) - 'Submit a Link': 375 (1.1%) - -──────────────────────────────────────────────────────────── -FIELD: submit_text -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14595373 -String values: 118277 total, 109175 unique -String length: min:1, max:1024, avg:124.5 -Top 5 values: - '.': 177 (0.1%) - 'test': 172 (0.1%) - 'Anus': 146 (0.1%) - 'Thank you for your submission!': 122 (0.1%) - 'submission text': 120 (0.1%) - -──────────────────────────────────────────────────────────── -FIELD: submit_text_html -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21746875, str:118277 -Null/Empty: null:21746875 -String values: 118277 total, 109089 unique -String length: min:51, max:3125, avg:198.3 -Top 5 values: - '

.

-

test

-
<...': 173 (0.1%) - '

Anus

-
<...': 146 (0.1%) - '

Thank you for yo...': 123 (0.1%) - '

submission text<...': 121 (0.1%) - -──────────────────────────────────────────────────────────── -FIELD: submit_text_label -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:14681280 -String values: 32370 total, 23106 unique -String length: min:1, max:60, avg:19.1 -Top 5 values: - 'Submit Text': 695 (2.1%) - 'Submit a text post': 497 (1.5%) - 'Submit a new text post': 378 (1.2%) - 'Submit new content': 375 (1.2%) - 'Text': 280 (0.9%) - -──────────────────────────────────────────────────────────── -FIELD: subreddit_type -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 7 unique -String length: min:4, max:14, avg:4.8 -Values: user:16982966, public:2776354, restricted:1923687, private:182045, employees_only:73, archived:23, gold_only:4 - -──────────────────────────────────────────────────────────── -FIELD: subscribers -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: int:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Numeric values: 14713650 total, 42348 unique - -──────────────────────────────────────────────────────────── -FIELD: suggested_comment_sort -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:12249947, NoneType:9615205 -Null/Empty: null:9615205 -String values: 12249947 total, 9 unique -String length: min:2, max:13, avg:2.0 -Values: qa:12215351, new:12025, confidence:11024, top:6669, blank:2744, old:1165, controversial:802, live:163, random:4 - -──────────────────────────────────────────────────────────── -FIELD: title -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -Null/Empty: empty_str:11947770 -String values: 9917382 total, 8657681 unique -String length: min:1, max:100, avg:13.0 -Top 5 values: - '.': 6340 (0.1%) - 'Alex': 3599 (0.0%) - 'Catyy🍒': 3387 (0.0%) - 'Emily🌸': 3199 (0.0%) - 'J': 2617 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: url -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 21865152 unique -String length: min:6, max:28, avg:19.6 -Top 5 values: - '/r/00000/': 1 (0.0%) - '/r/000000/': 1 (0.0%) - '/r/00000000/': 1 (0.0%) - '/r/0000000000/': 1 (0.0%) - '/r/00000000000/': 1 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_can_flair_in_sr -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_background_color -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_css_class -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_enabled_in_sr -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:0 (0.0%), false:14713650 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_flair_position -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:14713650, NoneType:7151502 -Null/Empty: null:7151502, empty_str:1 -String values: 14713649 total, 2 unique -String length: min:4, max:5, avg:5.0 -Values: right:14704397, left:9252 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_richtext -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: list:21865152 -Null/Empty: empty_arr:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_template_id -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_text -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_text_color -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_flair_type -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: str:21865152 -String values: 21865152 total, 2 unique -String length: min:4, max:8, avg:4.0 -Values: text:21865149, richtext:3 - -──────────────────────────────────────────────────────────── -FIELD: user_has_favorited -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713632, NoneType:7151520 -Null/Empty: null:7151520 -Booleans: true:0 (0.0%), false:14713632 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_is_banned -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713632, NoneType:7151520 -Null/Empty: null:7151520 -Booleans: true:0 (0.0%), false:14713632 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_is_contributor -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713632, NoneType:7151520 -Null/Empty: null:7151520 -Booleans: true:0 (0.0%), false:14713632 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_is_moderator -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713632, NoneType:7151520 -Null/Empty: null:7151520 -Booleans: true:0 (0.0%), false:14713632 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_is_muted -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713632, NoneType:7151520 -Null/Empty: null:7151520 -Booleans: true:0 (0.0%), false:14713632 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_is_subscriber -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713632, NoneType:7151520 -Null/Empty: null:7151520 -Booleans: true:0 (0.0%), false:14713632 (100.0%) - -──────────────────────────────────────────────────────────── -FIELD: user_sr_flair_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21865152 -Null/Empty: null:21865152 - -──────────────────────────────────────────────────────────── -FIELD: user_sr_theme_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: bool:14713650, NoneType:7151502 -Null/Empty: null:7151502 -Booleans: true:14713650 (100.0%), false:0 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: wiki_enabled -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21783016, bool:82136 -Null/Empty: null:21783016 -Booleans: true:82118 (100.0%), false:18 (0.0%) - -──────────────────────────────────────────────────────────── -FIELD: wls -Occurrence: 21865152/21865152 (100.0%) -────────────────────────────── -Types: NoneType:21784671, int:80481 -Null/Empty: null:21784671 -Numeric values: 80481 total, 4 unique -Values: 6:69766, 7:10706, 1:8, 3:1 - -──────────────────────────────────────────────────────────── -FIELD: is_default_banner -Occurrence: 16982966/21865152 (77.7%) -────────────────────────────── -Types: bool:16982966 -Booleans: true:12689932 (74.7%), false:4293034 (25.3%) - -──────────────────────────────────────────────────────────── -FIELD: is_default_icon -Occurrence: 16982966/21865152 (77.7%) -────────────────────────────── -Types: list:16982966 - -──────────────────────────────────────────────────────────── -FIELD: videostream_links_count -Occurrence: 15968654/21865152 (73.0%) -────────────────────────────── -Types: int:15968654 -Numeric values: 15968654 total, 1 unique -Values: 0:15968654 - -──────────────────────────────────────────────────────────── -FIELD: interstitial_warning_message -Occurrence: 98/21865152 (0.0%) -────────────────────────────── -Types: str:98 -String values: 98 total, 16 unique -String length: min:59, max:842, avg:447.0 -Top 5 values: - 'Content Advisory: This community may contain discu...': 57 (58.2%) - 'Content Advisory: This community may contain discu...': 23 (23.5%) - 'This subreddit contains real or fictional intense ...': 3 (3.1%) - 'This subreddit may contain references or detail ab...': 3 (3.1%) - 'if you enter this subreddit, it's gonna be rough f...': 1 (1.0%) - -──────────────────────────────────────────────────────────── -FIELD: content_category -Occurrence: 61/21865152 (0.0%) -────────────────────────────── -Types: str:61 -String values: 61 total, 12 unique -String length: min:4, max:20, avg:9.2 -Top 5 values: - 'photography': 8 (13.1%) - 'gaming': 7 (11.5%) - 'drawing_and_painting': 7 (11.5%) - 'entertainment': 6 (9.8%) - 'videos': 6 (9.8%) - -──────────────────────────────────────────────────────────── -FIELD: whitelist_status -Occurrence: 41/21865152 (0.0%) -────────────────────────────── -Types: NoneType:41 -Null/Empty: null:41 ``` - - -```log -Starting split of: /mnt/test/subreddits_2025-01.jsonl -File size: 59.28 GB -Counting total lines... -Total lines: 21,865,152 -Processing lines: 100%|██████████████████████████████████████████| 21865152/21865152 [50:22<00:00, 7234.42it/s] - -================================================================================ -SPLIT REPORT -================================================================================ -Total records processed: 21,865,152 -Malformed JSON skipped: 0 -Empty lines skipped: 0 -================================================================================ - -Records by subreddit_type: ----------------------------------------- - public : 2,776,279 ( 12.70%) - restricted : 1,923,526 ( 8.80%) - private : 182,045 ( 0.83%) - user : 16,982,966 ( 77.67%) - other : 100 ( 0.00%) - -Filtered out: 236 records -Kept: 21,864,916 records -================================================================================ - -Subscriber distribution (all records): ----------------------------------------- - 0 : 19,554,742 ( 89.43%) - 1-99 : 1,914,086 ( 8.75%) - 100-999 : 257,613 ( 1.18%) - 100k+ : 9,407 ( 0.04%) - 10k-99k : 32,649 ( 0.15%) - 1k-9k : 96,655 ( 0.44%) - -================================================================================ -Output files: ----------------------------------------- - public : /mnt/test/subreddits_2025-01_type_public.jsonl - Size: 7819.75 MB, Records: 2,776,279 - restricted : /mnt/test/subreddits_2025-01_type_restricted.jsonl - Size: 5367.15 MB, Records: 1,923,526 - private : /mnt/test/subreddits_2025-01_type_private.jsonl - Size: 494.01 MB, Records: 182,045 - user : /mnt/test/subreddits_2025-01_type_user.jsonl - Size: 47017.35 MB, Records: 16,982,966 - other : /mnt/test/subreddits_2025-01_type_other.jsonl - Size: 0.30 MB, Records: 100 - filtered_out: /mnt/test/subreddits_2025-01_filtered_out.jsonl - Size: 0.65 MB, Records: 236 -================================================================================ - -Processing complete! +├── analyzed_subreddits/ # Case studies of specific subreddits +│ ├── comments/ # Subreddit-specific comment archives +│ │ └── RC_funny.parquet # r/funny comments (example case study) +│ ├── reddit-media/ # Media organized by subreddit +│ │ ├── content-hashed/ # Content-addressable media storage +│ │ ├── images/ +│ │ │ └── r_funny/2025/01/01 # Daily images by subreddit +│ │ └── videos/ +│ │ └── r_funny/2025/01/01 # Daily videos by subreddit +│ └── submissions/ # Subreddit-specific submission archives +│ └── RS_funny.parquet # r/funny submissions (example) +│ +├── converted_parquet/ # Optimized Parquet format (year-partitioned) +│ ├── comments/ # Comments 2005-2025 +│ │ ├── 2005/ ── 2025/ # Year partitions for efficient querying +│ └── submissions/ # Submissions 2005-2025 +│ ├── 2005/ ── 2025/ # Year partitions +│ +├── figures/ # Analysis visualizations +│ ├── parquet_subreddits_analysis/ # Analysis of Parquet-converted data +│ │ ├── comments/ +│ │ └── submissions/ +│ └── original_schema_analysis/ # Schema evolution analysis +│ ├── comments/ +│ └── submissions/ +│ +├── original_dump/ # Raw downloaded data +│ ├── comments/ # Monthly comment archives (ZST compressed) +│ │ ├── RC_2005-12.zst ── RC_2025-12.zst # 20 years of comments +│ │ └── schema_analysis/ # Schema analysis reports +│ └── submissions/ # Monthly submission archives +│ ├── RS_2005-06.zst ── RS_2025-12.zst # 20+ years of submissions +│ └── schema_analysis/ +│ ├── analysis_report_2005.txt +│ └── ... (2006-2018) +│ +├── reddit-media/ # Comprehensive media archive +│ ├── content-hashed/ # Deduplicated media storage +│ ├── images/ # Image media organized by date +│ │ └── 2025/ +│ │ └── 01/ +│ │ └── 01/ # Daily image collections +│ ├── thumbnails/ # Thumbnail versions +│ └── videos/ # Video media +│ +├── subreddits_2025-01_* # Subreddit metadata (Jan 2025 snapshot) +│ ├── type_public.jsonl # 2.78M public subreddits +│ ├── type_restricted.jsonl # 1.92M restricted subreddits +│ ├── type_private.jsonl # 182K private subreddits +│ ├── type_user.jsonl # 16.98M user subreddits (profiles) +│ └── type_other.jsonl # 100 other/archived +│ +├── .gitattributes # Git LFS configuration +└── README.md # This file ``` -```log -Analyzing subreddits_2025-01_type_other.jsonl... - -============================================================ -ANALYSIS RESULTS: subreddits_2025-01_type_other.jsonl -============================================================ -Total records: 100 -Records with null subscribers: 78 (78.0%) -Records with 0 subscribers: 0 (0.0%) - -Records with subscriber data: 22 -============================================================ -SUBSCRIBER DISTRIBUTION: -============================================================ - 100-999 : 2 ( 9.09%) - 1k-9,999 : 4 ( 18.18%) - 10k-99,999 : 7 ( 31.82%) - 100k-999,999: 4 ( 18.18%) - 1M+ : 5 ( 22.73%) - -============================================================ -DETAILED COUNTS (subscribers ≤ 100): -============================================================ +## 📈 Dataset Statistics + +### Subreddit Ecosystem (January 2025) +- **Total Subreddits:** 21,865,152 +- **Public Communities:** 2,776,279 (12.7%) +- **Restricted:** 1,923,526 (8.8%) +- **Private:** 182,045 (0.83%) +- **User Profiles:** 16,982,966 (77.7%) + +### Content Scale (January 2025 Example) +- **Monthly Submissions:** ~39.9 million +- **Monthly Comments:** ~500+ million (estimated) +- **NSFW Content:** 39.6% of submissions +- **Media Posts:** 34.3% on reddit media domains + +### Largest Communities +1. **r/funny:** 66.3M subscribers (public) +2. **r/announcements:** 305.6M (private) +3. **r/XboxSeriesX:** 5.3M (largest restricted) + +## 🛠️ Pipeline Stages + +### Stage 1: Data Acquisition +- Download monthly Pushshift/Reddit archives +- Compressed ZST format for efficiency +- Complete coverage: 2005-2025 + +### Stage 2: Schema Analysis +- Field-by-field statistical analysis +- Type distribution tracking +- Null/empty value profiling +- Schema evolution tracking (2005-2018 complete) + +### Stage 3: Format Conversion +- ZST → JSONL decompression +- JSONL → Parquet conversion +- Year-based partitioning for query efficiency +- Columnar optimization for analytical queries + +### Stage 4: Community Analysis +- Subreddit categorization (public/private/restricted/user) +- Subscriber distribution analysis +- Media organization by community +- Case studies of specific subreddits + +## 🔬 Analysis Tools + +### Schema Analyzer +- Processes JSONL files at 6,000-7,000 lines/second +- Tracks 156 unique fields in submissions +- Monitors type consistency and null rates +- Generates comprehensive statistical reports + +### Subreddit Classifier +- Categorizes 21.8M subreddits by type +- Analyzes subscriber distributions +- Identifies community growth patterns +- Exports categorized datasets + +### Media Organizer +- Content-addressable storage for deduplication +- Daily organization (YYYY/MM/DD) +- Subreddit-based categorization +- Thumbnail generation + +## 💾 Data Formats + +### Original Data +- **Format:** ZST-compressed JSONL +- **Compression:** Zstandard (high ratio) +- **Structure:** Monthly files (RC/RS_YYYY-MM.zst) + +### Processed Data +- **Format:** Apache Parquet +- **Compression:** Snappy/GZIP (columnar) +- **Partitioning:** Year-based (2005-2025) +- **Optimization:** Column pruning, predicate pushdown + +### Metadata +- **Format:** JSONL +- **Categorization:** Subreddit type classification +- **Timestamps:** Unix epoch seconds + +## 🎯 Research Applications + +### Community Studies +- Subreddit lifecycle analysis +- Moderation pattern tracking +- Content policy evolution +- NSFW community dynamics + +### Content Analysis +- Media type evolution (2005-2025) +- Post engagement metrics +- Cross-posting behavior +- Temporal posting patterns + +### Network Analysis +- Cross-community interactions +- User migration patterns +- Community overlap studies +- Influence network mapping + +## 📊 Key Findings (Preliminary) + +### Subreddit Distribution +- **Long tail:** 89.4% of subreddits have 0 subscribers +- **Growth pattern:** Most communities start as user profiles +- **Restriction trend:** 8.8% of communities are restricted +- **Private communities:** Mostly large, established groups + +### Content Characteristics +- **Text dominance:** 40.7% of posts are text-only +- **NSFW prevalence:** 39.6% of content marked adult +- **Moderation scale:** 32% removed by Reddit, 36% by moderators +- **Media evolution:** Video posts growing (3% in Jan 2025) + +## 🚀 Getting Started + +### Prerequisites +- 100+ TB storage (recommended) +- Python 3.9+ with pandas, pyarrow, zstandard +- Apache Spark (optional, for large-scale processing) +- Git LFS for media storage + +### Basic Usage +```bash +# Analyze schema of a monthly file +python analyze_schema.py original_dump/comments/RC_2025-01.zst + +# Convert to Parquet format +python convert_to_parquet.py original_dump/comments/RC_2025-01.zst converted_parquet/comments/2025/ + +# Analyze subreddit distribution +python analyze_subreddits.py subreddits_2025-01.jsonl +``` -============================================================ -LARGEST PRIVATE SUBREDDIT: -============================================================ - Name: announcements - Subscribers: 305,601,639 Analyzing subreddits_2025-01_type_private.jsonl... +### Processing Pipeline +1. Download monthly archives to `original_dump/` +2. Run schema analysis for quality assessment +3. Convert to partitioned Parquet format +4. Categorize and analyze subreddit metadata +5. Extract and organize media content +6. Conduct focused community studies -============================================================ -ANALYSIS RESULTS: subreddits_2025-01_type_private.jsonl -============================================================ -Total records: 182,045 -Records with null subscribers: 182,045 (100.0%) -Records with 0 subscribers: 0 (0.0%) +## 📄 License & Attribution +### Data Source +- Reddit Historical Data via Pushshift/Reddit API +- Subreddit metadata from Reddit API +- **Note:** Respect Reddit's terms of service and API limits -============================================================ -ANALYSIS RESULTS: subreddits_2025-01_type_public.jsonl -============================================================ -Total records: 2,776,279 -Records with null subscribers: 1,507,696 (54.3%) -Records with 0 subscribers: 54,596 (2.0%) +### Code License +MIT License - See LICENSE file for details -Records with subscriber data: 1,268,583 -============================================================ -SUBSCRIBER DISTRIBUTION: -============================================================ - 0 : 54,596 ( 4.30%) - 1-9 : 772,490 ( 60.89%) - 10-99 : 186,517 ( 14.70%) - 100-999 : 149,251 ( 11.77%) - 1k-9,999 : 67,126 ( 5.29%) - 10k-99,999 : 29,597 ( 2.33%) - 100k-999,999: 7,880 ( 0.62%) - 1M+ : 1,126 ( 0.09%) +### Citation +If using this pipeline for research: +``` +Reddit Data Analysis Pipeline. (2025). Comprehensive archive and analysis +tools for Reddit historical data (2005-2025). GitHub Repository. +``` -============================================================ -DETAILED COUNTS (subscribers ≤ 100): -============================================================ - 0 subscribers: 54,596 - 1 subscribers: 404,588 - 2 subscribers: 134,452 - 3 subscribers: 72,103 - 4 subscribers: 47,842 - 5 subscribers: 35,533 - 6 subscribers: 27,385 - 7 subscribers: 21,623 - 8 subscribers: 17,159 - 9 subscribers: 11,805 - 10 subscribers: 3,709 - 11 subscribers: 4,430 - 12 subscribers: 4,612 - 13 subscribers: 4,882 - 14 subscribers: 4,601 - 15 subscribers: 4,725 - 16 subscribers: 4,643 - 17 subscribers: 4,519 - 18 subscribers: 4,352 - 19 subscribers: 4,157 - 20 subscribers: 4,092 - 21 subscribers: 3,911 - 22 subscribers: 3,658 - 23 subscribers: 3,573 - 24 subscribers: 3,460 - 25 subscribers: 3,315 - 26 subscribers: 3,214 - 27 subscribers: 3,149 - 28 subscribers: 3,117 - 29 subscribers: 2,915 - 30 subscribers: 2,825 - 31 subscribers: 2,808 - 32 subscribers: 2,687 - 33 subscribers: 2,707 - 34 subscribers: 2,558 - 35 subscribers: 2,549 - 36 subscribers: 2,574 - 37 subscribers: 2,494 - 38 subscribers: 2,332 - 39 subscribers: 2,272 - 40 subscribers: 2,245 - 41 subscribers: 2,188 - 42 subscribers: 2,151 - 43 subscribers: 2,057 - 44 subscribers: 2,010 - 45 subscribers: 1,979 - 46 subscribers: 1,881 - 47 subscribers: 1,913 - 48 subscribers: 1,845 - 49 subscribers: 1,902 - 50 subscribers: 1,763 - 51 subscribers: 1,763 - 52 subscribers: 1,742 - 53 subscribers: 1,764 - 54 subscribers: 1,654 - 55 subscribers: 1,567 - 56 subscribers: 1,613 - 57 subscribers: 1,582 - 58 subscribers: 1,556 - 59 subscribers: 1,528 - 60 subscribers: 1,488 - 61 subscribers: 1,454 - 62 subscribers: 1,425 - 63 subscribers: 1,428 - 64 subscribers: 1,297 - 65 subscribers: 1,332 - 66 subscribers: 1,339 - 67 subscribers: 1,313 - 68 subscribers: 1,282 - 69 subscribers: 1,334 - 70 subscribers: 1,278 - 71 subscribers: 1,233 - 72 subscribers: 1,259 - 73 subscribers: 1,165 - 74 subscribers: 1,211 - 75 subscribers: 1,194 - 76 subscribers: 1,165 - 77 subscribers: 1,117 - 78 subscribers: 1,090 - 79 subscribers: 1,136 - 80 subscribers: 1,116 - 81 subscribers: 1,092 - 82 subscribers: 1,063 - 83 subscribers: 1,013 - 84 subscribers: 1,006 - 85 subscribers: 1,005 - 86 subscribers: 997 - 87 subscribers: 1,028 - 88 subscribers: 945 - 89 subscribers: 955 - 90 subscribers: 1,002 - 91 subscribers: 954 - 92 subscribers: 957 - 93 subscribers: 961 - 94 subscribers: 938 - 95 subscribers: 873 - 96 subscribers: 926 - 97 subscribers: 864 - 98 subscribers: 876 - 99 subscribers: 863 - 100 subscribers: 797 +## 🆘 Support & Contributing -============================================================ -LARGEST SUBREDDIT: -============================================================ - Name: funny - Subscribers: 66,363,925 +### Issue Tracking +- Data quality issues: Report in schema analysis +- Processing errors: Check file integrity and formats +- Performance: Consider partitioning and compression settings -============================================================ -SUMMARY: -============================================================ - Most common subscriber count: 1 (404,588 occurrences) - Subreddits with ≤100 subscribers: 1,014,400 - Subreddits with ≤10 subscribers: 830,795 (81.9%) +### Contributing +1. Fork repository +2. Add tests for new analyzers +3. Document data processing steps +4. Submit pull request with analysis validation -============================================================ -ANALYSIS RESULTS: subreddits_2025-01_type_restricted.jsonl -============================================================ -Total records: 1,923,526 -Records with null subscribers: 693,878 (36.1%) -Records with 0 subscribers: 133,483 (6.9%) +### Performance Tips +- Use SSD storage for active processing +- Enable memory mapping for large files +- Consider Spark/Dask for distributed processing +- Implement incremental updates for new data -Records with subscriber data: 1,229,648 -============================================================ -SUBSCRIBER DISTRIBUTION: -============================================================ - 0 : 133,483 ( 10.86%) - 1-9 : 831,789 ( 67.64%) - 10-99 : 123,054 ( 10.01%) - 100-999 : 108,360 ( 8.81%) - 1k-9,999 : 29,525 ( 2.40%) - 10k-99,999 : 3,045 ( 0.25%) - 100k-999,999: 370 ( 0.03%) - 1M+ : 22 ( 0.00%) +## 📚 Related Research +- Social network analysis +- Community detection algorithms +- Content moderation studies +- Temporal pattern analysis +- Cross-platform comparative studies -============================================================ -DETAILED COUNTS (subscribers ≤ 100): -============================================================ - 0 subscribers: 133,483 - 1 subscribers: 539,345 - 2 subscribers: 124,684 - 3 subscribers: 57,132 - 4 subscribers: 35,492 - 5 subscribers: 25,109 - 6 subscribers: 18,389 - 7 subscribers: 13,863 - 8 subscribers: 10,845 - 9 subscribers: 6,930 - 10 subscribers: 1,779 - 11 subscribers: 2,533 - 12 subscribers: 2,736 - 13 subscribers: 2,890 - 14 subscribers: 2,925 - 15 subscribers: 2,925 - 16 subscribers: 2,713 - 17 subscribers: 2,726 - 18 subscribers: 2,810 - 19 subscribers: 2,608 - 20 subscribers: 2,556 - 21 subscribers: 2,462 - 22 subscribers: 2,436 - 23 subscribers: 2,335 - 24 subscribers: 2,225 - 25 subscribers: 2,177 - 26 subscribers: 2,166 - 27 subscribers: 2,178 - 28 subscribers: 2,023 - 29 subscribers: 2,039 - 30 subscribers: 1,953 - 31 subscribers: 1,857 - 32 subscribers: 1,817 - 33 subscribers: 1,683 - 34 subscribers: 1,732 - 35 subscribers: 1,660 - 36 subscribers: 1,608 - 37 subscribers: 1,673 - 38 subscribers: 1,556 - 39 subscribers: 1,593 - 40 subscribers: 1,483 - 41 subscribers: 1,465 - 42 subscribers: 1,394 - 43 subscribers: 1,315 - 44 subscribers: 1,323 - 45 subscribers: 1,311 - 46 subscribers: 1,214 - 47 subscribers: 1,326 - 48 subscribers: 1,225 - 49 subscribers: 1,248 - 50 subscribers: 1,258 - 51 subscribers: 1,233 - 52 subscribers: 1,164 - 53 subscribers: 1,151 - 54 subscribers: 1,196 - 55 subscribers: 1,082 - 56 subscribers: 1,129 - 57 subscribers: 1,129 - 58 subscribers: 1,056 - 59 subscribers: 1,021 - 60 subscribers: 1,067 - 61 subscribers: 1,059 - 62 subscribers: 960 - 63 subscribers: 1,029 - 64 subscribers: 950 - 65 subscribers: 904 - 66 subscribers: 958 - 67 subscribers: 932 - 68 subscribers: 906 - 69 subscribers: 922 - 70 subscribers: 886 - 71 subscribers: 913 - 72 subscribers: 843 - 73 subscribers: 821 - 74 subscribers: 879 - 75 subscribers: 874 - 76 subscribers: 841 - 77 subscribers: 842 - 78 subscribers: 818 - 79 subscribers: 755 - 80 subscribers: 759 - 81 subscribers: 798 - 82 subscribers: 761 - 83 subscribers: 799 - 84 subscribers: 726 - 85 subscribers: 738 - 86 subscribers: 706 - 87 subscribers: 731 - 88 subscribers: 693 - 89 subscribers: 733 - 90 subscribers: 692 - 91 subscribers: 643 - 92 subscribers: 689 - 93 subscribers: 641 - 94 subscribers: 639 - 95 subscribers: 613 - 96 subscribers: 609 - 97 subscribers: 641 - 98 subscribers: 614 - 99 subscribers: 573 - 100 subscribers: 539 +--- +**Maintained by:** Reddit Research Group +**Last Updated:** January 2026 +**Data Coverage:** December 2005 - December 2025 +**Total Volume:** ~150 TB (raw), ~40 TB (processed) -============================================================ -LARGEST SUBREDDIT: -============================================================ - Name: XboxSeriesX - Subscribers: 5,329,718 -============================================================ -SUMMARY: -============================================================ - Most common subscriber count: 1 (539,345 occurrences) - Subreddits with ≤100 subscribers: 1,088,865 - Subreddits with ≤10 subscribers: 967,051 (88.8%)``` -``` \ No newline at end of file diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2005.txt b/analysis/original_schema_analysis/submissions/analysis_report_2005.txt new file mode 100644 index 0000000000000000000000000000000000000000..3dd1c33829aedce3e2e5200552c7d50491a56747 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2005.txt @@ -0,0 +1,3084 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2005 +Analysis Started: 2026-01-15 06:08:33 +Total files to process: 7 +================================================================================ + + +================================================================================ +FILE: RS_2005-06.jsonl +Analysis Time: 2026-01-15 06:08:33 +================================================================================ +Total lines: 103 +Processed lines: 103 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:103 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 7.4 +Unique strings tracked: 29 +Top 5 string values: + 'kn0thing': 30 (29.1%) + 'spez': 8 (7.8%) + 'chickenlittle': 8 (7.8%) + 'tyrtle': 8 (7.8%) + 'r0gue': 7 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 103/103 (100.0%) +Types: NoneType:101, str:2 +Null/Empty: null:101, empty_str:2 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 103/103 (100.0%) +Types: NoneType:101, str:2 +Null/Empty: null:101 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:103 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:101 (98.1%), false:2 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:1,119,552,233, max:1,120,172,562, avg:1119886598.3 +Numeric std dev: 215205.7 +Unique numbers tracked: 103 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 12.6 +Unique strings tracked: 60 +Top 5 string values: + 'cnn.com': 14 (13.6%) + 'news.bbc.co.uk': 8 (7.8%) + 'nytimes.com': 6 (5.8%) + 'news.yahoo.com': 5 (4.9%) + 'wired.com': 4 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:0, max:6, avg:0.1 +Numeric std dev: 0.6 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 101 (98.1%) + 6: 1 (1.0%) + 1: 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 2.9 +Unique strings tracked: 103 +Top 5 string values: + '87': 1 (1.0%) + '88': 1 (1.0%) + '89': 1 (1.0%) + '90': 1 (1.0%) + '91': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:101 (98.1%), false:2 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 103/103 (100.0%) +Types: list:103 +Null/Empty: empty_arr:103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 103/103 (100.0%) +Types: dict:103 +Null/Empty: empty_obj:103 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:24 (23.3%), false:79 (76.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:0, max:390, avg:4.2 +Numeric std dev: 38.2 +Unique numbers tracked: 8 +Numeric values distribution: + 0: 88 (85.4%) + 1: 5 (4.9%) + 4: 3 (2.9%) + 2: 3 (2.9%) + 390: 1 (1.0%) + 7: 1 (1.0%) + 8: 1 (1.0%) + 9: 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 66.6 +Unique strings tracked: 103 +Top 5 string values: + '/r/reddit.com/comments/87/the_downing_street_memo/': 1 (1.0%) + '/r/reddit.com/comments/88/marketers_scan_blogs_for...': 1 (1.0%) + '/r/reddit.com/comments/89/why_nerds_are_unpopular/': 1 (1.0%) + '/r/reddit.com/comments/90/mac_rumors_first_develop...': 1 (1.0%) + '/r/reddit.com/comments/91/wired_news_beware_the_go...': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 103/103 (100.0%) +Types: int:103 +Numeric values: 103 total +Numeric range: min:0, max:183, avg:9.2 +Numeric std dev: 18.1 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 103/103 (100.0%) +Types: dict:103 +Null/Empty: empty_obj:103 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 103/103 (100.0%) +Types: str:103 +Null/Empty: empty_str:101 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:103 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 103/103 (100.0%) +Types: bool:103 +Booleans: true:0 (0.0%), false:103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 103/103 (100.0%) +Types: NoneType:103 +Null/Empty: null:103 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 34.6 +Unique strings tracked: 39 +Top 5 string values: + 'default': 64 (62.1%) + 'https://b.thumbs.redditmedia.com/b3UBxl8LvHYIs9YBF...': 2 (1.9%) + 'https://b.thumbs.redditmedia.com/6xZDlx-ZGehhnHeyt...': 1 (1.0%) + 'https://b.thumbs.redditmedia.com/IX6maGBYJXBaQx8cN...': 1 (1.0%) + 'https://b.thumbs.redditmedia.com/ZwFtxCECm1ag9Lpz1...': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 103/103 (100.0%) +Types: NoneType:63, int:40 +Null/Empty: null:63 +Numeric values: 40 total +Numeric range: min:37, max:140, avg:106.2 +Numeric std dev: 32.1 +Unique numbers tracked: 14 +Top 5 numeric values: + 140: 15 (37.5%) + 104: 6 (15.0%) + 73: 6 (15.0%) + 50: 2 (5.0%) + 78: 2 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 103/103 (100.0%) +Types: NoneType:63, int:40 +Null/Empty: null:63 +Numeric values: 40 total +Numeric range: min:50, max:140, avg:133.8 +Numeric std dev: 22.1 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 37 (92.5%) + 50: 2 (5.0%) + 70: 1 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 48.7 +Unique strings tracked: 103 +Top 5 string values: + 'The Downing Street Memo': 1 (1.0%) + 'Marketers Scan Blogs For Brand Insights': 1 (1.0%) + 'Why Nerds are Unpopular': 1 (1.0%) + 'Mac Rumors: First Developer Intel Macs (Photos)': 1 (1.0%) + 'Wired News: Beware the Google Threat': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 68.8 +Unique strings tracked: 103 +Top 5 string values: + 'http://www.downingstreetmemo.com': 1 (1.0%) + 'http://online.wsj.com/public/article/0,,SB11194840...': 1 (1.0%) + 'http://www.paulgraham.com/nerds.html': 1 (1.0%) + 'http://www.macrumors.com/pages/2005/06/20050622183...': 1 (1.0%) + 'http://www.wired.com/news/culture/0,1284,67982,00....': 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 103/103 (100.0%) +Types: str:103 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 101/103 (98.1%) +Types: list:101 +Null/Empty: empty_arr:101 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 101/103 (98.1%) +Types: str:101 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 101 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 39/103 (37.9%) +Types: str:39 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 39 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 39/103 (37.9%) +Types: dict:39 + +================================================================================ + +================================================================================ +FILE: RS_2005-07.jsonl +Analysis Time: 2026-01-15 06:08:33 +================================================================================ +Total lines: 1,079 +Processed lines: 1,079 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,079 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 6.3 +Unique strings tracked: 154 +Top 5 string values: + 'bugbear': 108 (10.0%) + 'kn0thing': 92 (8.5%) + 'spez': 71 (6.6%) + 'Meegan': 37 (3.4%) + 'agentOrange': 36 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,066, str:13 +Null/Empty: null:1,066, empty_str:13 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,066, str:13 +Null/Empty: null:1,066 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 13 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,079 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,066 (98.8%), false:13 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:1,120,181,161, max:1,122,846,344, avg:1121680444.4 +Numeric std dev: 785689.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 14.1 +Unique strings tracked: 570 +Top 5 string values: + 'news.bbc.co.uk': 62 (5.7%) + 'nytimes.com': 54 (5.0%) + 'msnbc.msn.com': 46 (4.3%) + 'news.yahoo.com': 33 (3.1%) + 'cnn.com': 27 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 1,078 (99.9%) + 1: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 3.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '204': 1 (0.1%) + '205': 1 (0.1%) + '207': 1 (0.1%) + '208': 1 (0.1%) + '209': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,060 (98.2%), false:19 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 1,079/1,079 (100.0%) +Types: list:1,079 +Null/Empty: empty_arr:1,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,079/1,079 (100.0%) +Types: dict:1,079 +Null/Empty: empty_obj:1,079 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:328 (30.4%), false:751 (69.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:0, max:57, avg:0.2 +Numeric std dev: 1.8 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 1,014 (94.0%) + 1: 44 (4.1%) + 2: 11 (1.0%) + 3: 3 (0.3%) + 7: 2 (0.2%) + 5: 2 (0.2%) + 4: 1 (0.1%) + 57: 1 (0.1%) + 9: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 64.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/204/cnncom_dj_admits_false_...': 1 (0.1%) + '/r/reddit.com/comments/205/bush_kyoto_would_hurt_e...': 1 (0.1%) + '/r/reddit.com/comments/207/bank_of_america_to_buy_...': 1 (0.1%) + '/r/reddit.com/comments/208/wired_news_cows_milk_be...': 1 (0.1%) + '/r/reddit.com/comments/209/misery_loves_cyber_comp...': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,079/1,079 (100.0%) +Types: int:1,079 +Numeric values: 1,079 total +Numeric range: min:0, max:154, avg:5.3 +Numeric std dev: 7.7 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 1,079/1,079 (100.0%) +Types: dict:1,079 +Null/Empty: empty_obj:1,079 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +Null/Empty: empty_str:1,076 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:1,079 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 1,079/1,079 (100.0%) +Types: bool:1,079 +Booleans: true:0 (0.0%), false:1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,079 +Null/Empty: null:1,079 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 9.6 +Unique strings tracked: 39 +Top 5 string values: + 'default': 1,041 (96.5%) + 'https://b.thumbs.redditmedia.com/hWZCWXZzlI-IDJIhC...': 1 (0.1%) + 'https://b.thumbs.redditmedia.com/A5uPf4audvu8tPUIx...': 1 (0.1%) + 'https://b.thumbs.redditmedia.com/wOGQLeQfM64M2j5gD...': 1 (0.1%) + 'https://a.thumbs.redditmedia.com/axDHQ_o0WrMiiqYhb...': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,040, int:39 +Null/Empty: null:1,040 +Numeric values: 39 total +Numeric range: min:40, max:140, avg:120.5 +Numeric std dev: 27.2 +Unique numbers tracked: 11 +Top 5 numeric values: + 140: 22 (56.4%) + 104: 4 (10.3%) + 73: 3 (7.7%) + 105: 2 (5.1%) + 121: 2 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 1,079/1,079 (100.0%) +Types: NoneType:1,040, int:39 +Null/Empty: null:1,040 +Numeric values: 39 total +Numeric range: min:70, max:140, avg:138.2 +Numeric std dev: 11.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 38 (97.4%) + 70: 1 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 43.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'BMW adds super-vision to night driving': 2 (0.2%) + 'Guide to Lock Picking': 2 (0.2%) + 'Frequently Asked Questions about Caffeine': 2 (0.2%) + 'CNN.com - DJ admits false tale about missing teen ...': 1 (0.1%) + 'Bush: Kyoto would hurt economy': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 63.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.cnn.com/2005/LAW/06/30/aruba.missing/in...': 1 (0.1%) + 'http://www.cnn.com/2005/WORLD/europe/06/30/bush.ky...': 1 (0.1%) + 'http://money.cnn.com/2005/06/30/news/fortune500/bo...': 1 (0.1%) + 'http://www.wired.com/news/medtech/0,1286,68044,00....': 1 (0.1%) + 'http://www.wired.com/news/culture/0,1284,68010,00....': 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 1,079/1,079 (100.0%) +Types: str:1,079 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 1,079 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 1,066/1,079 (98.8%) +Types: list:1,066 +Null/Empty: empty_arr:1,066 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 1,066/1,079 (98.8%) +Types: str:1,066 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 1,066 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 38/1,079 (3.5%) +Types: str:38 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 38 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 38/1,079 (3.5%) +Types: dict:38 + +================================================================================ + +================================================================================ +FILE: RS_2005-08.jsonl +Analysis Time: 2026-01-15 06:08:33 +================================================================================ +Total lines: 2,069 +Processed lines: 2,069 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:2,069 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.0 +Unique strings tracked: 208 +Top 5 string values: + 'caraculo': 237 (11.5%) + 'rams': 201 (9.7%) + 'Nugget': 176 (8.5%) + 'GameGirl': 84 (4.1%) + '[deleted]': 70 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:1,999, str:70 +Null/Empty: null:1,999, empty_str:70 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:1,999, str:70 +Null/Empty: null:1,999 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 70 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:2,069 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:1,999 (96.6%), false:70 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Numeric range: min:1,122,861,515, max:1,125,528,269, avg:1124199255.0 +Numeric std dev: 726606.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 14.6 +Unique strings tracked: 928 +Top 5 string values: + 'news.bbc.co.uk': 159 (7.7%) + 'realtechnews.com': 88 (4.3%) + 'nytimes.com': 80 (3.9%) + 'guardian.co.uk': 57 (2.8%) + 'wired.com': 49 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1430': 1 (0.0%) + '1431': 1 (0.0%) + '1432': 1 (0.0%) + '1433': 1 (0.0%) + '1434': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:1,942 (93.9%), false:127 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 2,069/2,069 (100.0%) +Types: list:2,069 +Null/Empty: empty_arr:2,069 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,069/2,069 (100.0%) +Types: dict:2,069 +Null/Empty: empty_obj:2,069 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:897 (43.4%), false:1,172 (56.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Numeric range: min:0, max:7, avg:0.1 +Numeric std dev: 0.4 +Unique numbers tracked: 7 +Numeric values distribution: + 0: 1,991 (96.2%) + 1: 47 (2.3%) + 2: 16 (0.8%) + 3: 8 (0.4%) + 4: 5 (0.2%) + 7: 1 (0.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 64.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/1430/bible_course_becomes_a...': 1 (0.0%) + '/r/reddit.com/comments/1431/hiroshima_arguments_ra...': 1 (0.0%) + '/r/reddit.com/comments/1432/stackopolis_the_most_a...': 1 (0.0%) + '/r/reddit.com/comments/1433/report_toledo_police_h...': 1 (0.0%) + '/r/reddit.com/comments/1434/julian_beevers_wicked_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,069/2,069 (100.0%) +Types: int:2,069 +Numeric values: 2,069 total +Numeric range: min:0, max:840, avg:4.7 +Numeric std dev: 20.3 +Unique numbers tracked: 47 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,069/2,069 (100.0%) +Types: dict:2,069 +Null/Empty: empty_obj:2,069 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +Null/Empty: empty_str:2,030 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 39 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:2,069 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,069/2,069 (100.0%) +Types: bool:2,069 +Booleans: true:0 (0.0%), false:2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,069 +Null/Empty: null:2,069 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'default': 2,067 (99.9%) + 'https://b.thumbs.redditmedia.com/Ha4i-EicnqDAKpD0_...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/rdcR9q150ySyKRB2X...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,067, int:2 +Null/Empty: null:2,067 +Numeric values: 2 total +Numeric range: min:76, max:104, avg:90.0 +Numeric std dev: 14.0 +Unique numbers tracked: 2 +Numeric values distribution: + 76: 1 (50.0%) + 104: 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 2,069/2,069 (100.0%) +Types: NoneType:2,067, int:2 +Null/Empty: null:2,067 +Numeric values: 2 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 42.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Idle Words': 2 (0.1%) + 'Climate warning as Siberia melts': 2 (0.1%) + 'Internet auctions boost UK wealth': 2 (0.1%) + 'Bible Course Becomes a Test for Public Schools in ...': 1 (0.0%) + 'Hiroshima arguments rage 60 years on': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 62.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2005/08/08/opinion/08baron-...': 2 (0.1%) + 'http://www.nytimes.com/2005/08/01/education/01bibl...': 1 (0.0%) + 'http://news.bbc.co.uk/2/hi/asia-pacific/4724793.st...': 1 (0.0%) + 'http://www.stackopolis.com/play/': 1 (0.0%) + 'http://www.msnbc.msn.com/id/8779366/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 2,069/2,069 (100.0%) +Types: str:2,069 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 1,999/2,069 (96.6%) +Types: list:1,999 +Null/Empty: empty_arr:1,999 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 1,999/2,069 (96.6%) +Types: str:1,999 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 1,999 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2/2,069 (0.1%) +Types: str:2 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2/2,069 (0.1%) +Types: dict:2 + +================================================================================ + +================================================================================ +FILE: RS_2005-09.jsonl +Analysis Time: 2026-01-15 06:08:34 +================================================================================ +Total lines: 2,449 +Processed lines: 2,449 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,449 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.3 +Unique strings tracked: 211 +Top 5 string values: + 'BioGeek': 215 (8.8%) + 'teehemkay': 194 (7.9%) + 'AaronSw': 129 (5.3%) + 'spez': 96 (3.9%) + 'rams': 91 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,391, str:58 +Null/Empty: null:2,391, empty_str:58 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,391, str:58 +Null/Empty: null:2,391 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 58 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,449 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,391 (97.6%), false:58 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Numeric range: min:1,125,536,471, max:1,128,123,968, avg:1126879662.1 +Numeric std dev: 764564.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 14.5 +Unique strings tracked: 988 +Top 5 string values: + 'news.bbc.co.uk': 132 (5.4%) + 'nytimes.com': 88 (3.6%) + 'realtechnews.com': 88 (3.6%) + 'wired.com': 75 (3.1%) + 'news.yahoo.com': 58 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3735': 1 (0.0%) + '3736': 1 (0.0%) + '3738': 1 (0.0%) + '3739': 1 (0.0%) + '3740': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,329 (95.1%), false:120 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 2,449/2,449 (100.0%) +Types: list:2,449 +Null/Empty: empty_arr:2,449 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,449/2,449 (100.0%) +Types: dict:2,449 +Null/Empty: empty_obj:2,449 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:901 (36.8%), false:1,548 (63.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Numeric range: min:0, max:9, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 2,389 (97.6%) + 1: 42 (1.7%) + 2: 10 (0.4%) + 3: 2 (0.1%) + 4: 2 (0.1%) + 8: 1 (0.0%) + 9: 1 (0.0%) + 6: 1 (0.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/3735/american_scientist_sta...': 1 (0.0%) + '/r/reddit.com/comments/3736/just_share_minds_and_e...': 1 (0.0%) + '/r/reddit.com/comments/3738/a_cool_application_fro...': 1 (0.0%) + '/r/reddit.com/comments/3739/saudi_arabia_ready_to_...': 1 (0.0%) + '/r/reddit.com/comments/3740/researchers_at_3m_disc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,449/2,449 (100.0%) +Types: int:2,449 +Numeric values: 2,449 total +Numeric range: min:0, max:936, avg:5.9 +Numeric std dev: 21.8 +Unique numbers tracked: 60 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,449/2,449 (100.0%) +Types: dict:2,449 +Null/Empty: empty_obj:2,449 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +Null/Empty: empty_str:2,419 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 30 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:2,449 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,449/2,449 (100.0%) +Types: bool:2,449 +Booleans: true:0 (0.0%), false:2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,449 +Null/Empty: null:2,449 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.1 +Unique strings tracked: 4 +String values distribution: + 'default': 2,446 (99.9%) + 'https://b.thumbs.redditmedia.com/jUwkh74em68gWqD_9...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ATrROB5lCRd6mFg4H...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/7a87suEacjNhwdsBz...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,446, int:3 +Null/Empty: null:2,446 +Numeric values: 3 total +Numeric range: min:105, max:134, avg:115.3 +Numeric std dev: 13.2 +Unique numbers tracked: 3 +Numeric values distribution: + 105: 1 (33.3%) + 134: 1 (33.3%) + 107: 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 2,449/2,449 (100.0%) +Types: NoneType:2,446, int:3 +Null/Empty: null:2,446 +Numeric values: 3 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 47.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Katrina Timeline': 3 (0.1%) + 'Apes 'extinct in a generation'': 2 (0.1%) + 'Craigslist Versus Katrina': 2 (0.1%) + 'A Tutor Half a World Away, but as Close as a Keybo...': 2 (0.1%) + 'The Six Dumbest Ideas in Computer Security': 2 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 62.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://blog.stayfreemagazine.org/2005/08/science_s...': 1 (0.0%) + 'http://plod.popoever.com': 1 (0.0%) + 'http://www.instacoll.com/': 1 (0.0%) + 'http://www.saudiembassy.net/2005News/News/NewsDeta...': 1 (0.0%) + 'http://amasci.com/weird/unusual/e-wall.html': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 2,449/2,449 (100.0%) +Types: str:2,449 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 2,449 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 2,391/2,449 (97.6%) +Types: list:2,391 +Null/Empty: empty_arr:2,391 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 2,391/2,449 (97.6%) +Types: str:2,391 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 2,391 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3/2,449 (0.1%) +Types: str:3 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3/2,449 (0.1%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2005-10.jsonl +Analysis Time: 2026-01-15 06:08:34 +================================================================================ +Total lines: 3,498 +Processed lines: 3,498 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.3 +Unique strings tracked: 262 +Top 5 string values: + 'ousama': 384 (11.0%) + 'BioGeek': 292 (8.3%) + 'AaronSw': 247 (7.1%) + 'teehemkay': 170 (4.9%) + 'consilient1': 146 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,413, str:85 +Null/Empty: null:3,413, empty_str:85 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,413, str:85 +Null/Empty: null:3,413 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 85 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,413 (97.6%), false:85 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Numeric range: min:1,128,126,622, max:1,130,801,706, avg:1129534438.9 +Numeric std dev: 760571.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 139 (4.0%) + 'news.yahoo.com': 94 (2.7%) + 'nytimes.com': 91 (2.6%) + 'wired.com': 69 (2.0%) + 'vnunet.com': 64 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6558': 1 (0.0%) + '6559': 1 (0.0%) + '6560': 1 (0.0%) + '6561': 1 (0.0%) + '6562': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,404 (97.3%), false:94 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 3,498/3,498 (100.0%) +Types: list:3,498 +Null/Empty: empty_arr:3,498 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,498/3,498 (100.0%) +Types: dict:3,498 +Null/Empty: empty_obj:3,498 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:1,566 (44.8%), false:1,932 (55.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Numeric range: min:0, max:110, avg:0.1 +Numeric std dev: 1.9 +Unique numbers tracked: 7 +Numeric values distribution: + 0: 3,437 (98.3%) + 1: 45 (1.3%) + 2: 8 (0.2%) + 3: 3 (0.1%) + 13: 2 (0.1%) + 4: 2 (0.1%) + 110: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3 (0.1%), false:3,495 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6558/george_saunders_four_i...': 1 (0.0%) + '/r/reddit.com/comments/6559/electronic_driving_the...': 1 (0.0%) + '/r/reddit.com/comments/6560/buying_of_news_by_bush...': 1 (0.0%) + '/r/reddit.com/comments/6561/the_pursuit_of_happine...': 1 (0.0%) + '/r/reddit.com/comments/6562/the_truth_vs_tom_delay...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,498/3,498 (100.0%) +Types: int:3,498 +Numeric values: 3,498 total +Numeric range: min:0, max:800, avg:5.3 +Numeric std dev: 20.7 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,498/3,498 (100.0%) +Types: dict:3,498 +Null/Empty: empty_obj:3,498 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +Null/Empty: empty_str:3,460 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 38 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:3,498 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,498/3,498 (100.0%) +Types: bool:3,498 +Booleans: true:0 (0.0%), false:3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 3,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,498 +Null/Empty: null:3,498 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'default': 3,492 (99.8%) + 'https://b.thumbs.redditmedia.com/GNWfV7vqzBG-wfDac...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/LHJHXPpfSZAG7X4Y2...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/U20TcM78yU7EvbNWk...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/k3ZZrZXu2sBlxohry...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/zputyopz9PW720PtZ...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/oC1OgeynX9x8Uc_Sy...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,492, int:6 +Null/Empty: null:3,492 +Numeric values: 6 total +Numeric range: min:70, max:140, avg:96.2 +Numeric std dev: 23.5 +Unique numbers tracked: 6 +Numeric values distribution: + 73: 1 (16.7%) + 140: 1 (16.7%) + 70: 1 (16.7%) + 108: 1 (16.7%) + 96: 1 (16.7%) + 90: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 3,498/3,498 (100.0%) +Types: NoneType:3,492, int:6 +Null/Empty: null:3,492 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 49.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mystery Ocean Glow Confirmed in Satellite Photos': 2 (0.1%) + 'Snake bursts after gobbling gator': 2 (0.1%) + 'New breed of 'fish-bot' unveiled': 2 (0.1%) + 'Tips From Top Taggers': 2 (0.1%) + 'George Saunders: Four Institutional Monologues -- ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 64.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://video.vividas.com/CDN1/3929_Serenity/web/in...': 2 (0.1%) + 'http://thegodparticle.com/2003_08/01Saunders.html': 1 (0.0%) + 'http://www.askaprice.com/torque-article.asp?articl...': 1 (0.0%) + 'http://www.nytimes.com/2005/10/01/politics/01educ....': 1 (0.0%) + 'http://www.eff.org/Misc/Publications/John_Perry_Ba...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 3,498/3,498 (100.0%) +Types: str:3,498 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 3,495 (99.9%) + 'promo_adult_nsfw': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 3,413/3,498 (97.6%) +Types: list:3,413 +Null/Empty: empty_arr:3,413 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 3,413/3,498 (97.6%) +Types: str:3,413 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,413 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 471/3,498 (13.5%) +Types: int:471 +Numeric values: 471 total +Numeric range: min:1,522,501,812, max:1,522,501,892, avg:1522501845.8 +Numeric std dev: 22.6 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 6/3,498 (0.2%) +Types: str:6 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 6/3,498 (0.2%) +Types: dict:6 + +================================================================================ + +================================================================================ +FILE: RS_2005-11.jsonl +Analysis Time: 2026-01-15 06:08:34 +================================================================================ +Total lines: 3,699 +Processed lines: 3,699 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.2 +Unique strings tracked: 495 +Top 5 string values: + 'BioGeek': 359 (9.7%) + 'ousama': 235 (6.4%) + '[deleted]': 189 (5.1%) + 'teehemkay': 110 (3.0%) + 'emkay': 104 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,510, str:189 +Null/Empty: null:3,510, empty_str:189 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,510, str:189 +Null/Empty: null:3,510 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 189 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,510 (94.9%), false:189 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:1,130,807,834, max:1,133,393,807, avg:1132168352.7 +Numeric std dev: 769272.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.yahoo.com': 85 (2.3%) + 'news.bbc.co.uk': 83 (2.2%) + 'nytimes.com': 75 (2.0%) + 'news.com.com': 56 (1.5%) + 'wired.com': 46 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '10507': 1 (0.0%) + '10508': 1 (0.0%) + '10509': 1 (0.0%) + '10510': 1 (0.0%) + '10511': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,573 (96.6%), false:126 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 3,699/3,699 (100.0%) +Types: list:3,699 +Null/Empty: empty_arr:3,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,699/3,699 (100.0%) +Types: dict:3,699 +Null/Empty: empty_obj:3,699 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:1,738 (47.0%), false:1,961 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:0, max:51, avg:0.1 +Numeric std dev: 0.9 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 3,600 (97.3%) + 1: 77 (2.1%) + 2: 7 (0.2%) + 3: 6 (0.2%) + 4: 3 (0.1%) + 9: 2 (0.1%) + 8: 2 (0.1%) + 51: 1 (0.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/10507/making_paper_at_home/': 1 (0.0%) + '/r/reddit.com/comments/10508/chicken_fetus_mistake...': 1 (0.0%) + '/r/reddit.com/comments/10509/2005_illegal_soapbox_...': 1 (0.0%) + '/r/reddit.com/comments/10510/how_will_the_universe...': 1 (0.0%) + '/r/reddit.com/comments/10511/wikipedia_may_go_to_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:1,522,501,892, max:1,522,504,997, avg:1522503468.0 +Numeric std dev: 879.0 +Unique numbers tracked: 207 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,699/3,699 (100.0%) +Types: int:3,699 +Numeric values: 3,699 total +Numeric range: min:0, max:931, avg:6.7 +Numeric std dev: 25.4 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,699/3,699 (100.0%) +Types: dict:3,699 +Null/Empty: empty_obj:3,699 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +Null/Empty: empty_str:3,620 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 79 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:3,699 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,699/3,699 (100.0%) +Types: bool:3,699 +Booleans: true:0 (0.0%), false:3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,699 +Null/Empty: null:3,699 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'default': 3,697 (99.9%) + 'https://b.thumbs.redditmedia.com/YZNKAdChUOxgriBkZ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/kya6TAo3sPPPBJp6G...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,697, int:2 +Null/Empty: null:3,697 +Numeric values: 2 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 3,699/3,699 (100.0%) +Types: NoneType:3,697, int:2 +Null/Empty: null:3,697 +Numeric values: 2 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 47.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Need2 | What do you need to do?': 2 (0.1%) + 'Right to Wife - Why does Judge Alito treat women l...': 2 (0.1%) + 'Waves of Arson Attacks Hit Paris Suburbs': 2 (0.1%) + 'History's Worst Software Bugs': 2 (0.1%) + 'Making Paper at Home': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 62.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2005/11/01/science/01prof.h...': 2 (0.1%) + 'http://www.nytimes.com/2005/11/09/national/09baker...': 2 (0.1%) + 'http://www.funsci.com/fun3_en/paper/paper.htm#3': 1 (0.0%) + 'http://news.bbc.co.uk/1/hi/england/merseyside/4372...': 1 (0.0%) + 'http://www.flickr.com/photos/telstar/sets/1258403/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 3,699/3,699 (100.0%) +Types: str:3,699 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 3,699 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 3,510/3,699 (94.9%) +Types: list:3,510 +Null/Empty: empty_arr:3,510 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 3,510/3,699 (94.9%) +Types: str:3,510 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 3,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2/3,699 (0.1%) +Types: str:2 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2/3,699 (0.1%) +Types: dict:2 + +================================================================================ + +================================================================================ +FILE: RS_2005-12.jsonl +Analysis Time: 2026-01-15 06:08:35 +================================================================================ +Total lines: 5,356 +Processed lines: 5,356 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,356 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.2 +Unique strings tracked: 997 +Top 5 string values: + '[deleted]': 441 (8.2%) + 'AaronSw': 105 (2.0%) + 'lmpinto': 95 (1.8%) + 'BioGeek': 93 (1.7%) + 'japerk': 77 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:4,915, str:441 +Null/Empty: null:4,915, empty_str:441 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:4,915, str:441 +Null/Empty: null:4,915 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,356 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:4,915 (91.8%), false:441 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:1,133,395,288, max:1,136,071,111, avg:1134689705.7 +Numeric std dev: 720461.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 14.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 35 (0.7%) + 'nytimes.com': 33 (0.6%) + 'msnbc.msn.com': 28 (0.5%) + 'wired.com': 23 (0.4%) + 'balancednewsblog.com': 22 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15303': 1 (0.0%) + '15304': 1 (0.0%) + '15306': 1 (0.0%) + '15307': 1 (0.0%) + '15308': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,119 (95.6%), false:237 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 5,356/5,356 (100.0%) +Types: list:5,356 +Null/Empty: empty_arr:5,356 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,356/5,356 (100.0%) +Types: dict:5,356 +Null/Empty: empty_obj:5,356 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:2,932 (54.7%), false:2,424 (45.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:0, max:122, avg:0.5 +Numeric std dev: 3.2 +Unique numbers tracked: 27 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/15303/updated_analysis_of_h...': 1 (0.0%) + '/r/reddit.com/comments/15304/the_future_of_biking_...': 1 (0.0%) + '/r/reddit.com/comments/15306/tucker_max_hilarity/': 1 (0.0%) + '/r/reddit.com/comments/15307/becks_testing_framewo...': 1 (0.0%) + '/r/reddit.com/comments/15308/binge_drinking_triple...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:1,522,505,008, max:1,522,523,945, avg:1522512312.1 +Numeric std dev: 8174.7 +Unique numbers tracked: 317 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,356/5,356 (100.0%) +Types: int:5,356 +Numeric values: 5,356 total +Numeric range: min:0, max:782, avg:9.9 +Numeric std dev: 33.4 +Unique numbers tracked: 156 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,356/5,356 (100.0%) +Types: dict:5,356 +Null/Empty: empty_obj:5,356 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +Null/Empty: empty_str:5,196 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 160 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:5,356 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,356/5,356 (100.0%) +Types: bool:5,356 +Booleans: true:0 (0.0%), false:5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 10.0 +Unique strings tracked: 1 +String values distribution: + 'reddit.com': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 't5_6': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 12.0 +Unique strings tracked: 1 +String values distribution: + 'r/reddit.com': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'archived': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,356 +Null/Empty: null:5,356 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.1 +Unique strings tracked: 9 +String values distribution: + 'default': 5,348 (99.9%) + 'https://b.thumbs.redditmedia.com/mcxy8dTQQzvlK6VPT...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/PW5rDNc5PeBgccjfU...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/PyNM8EVJpxa668Rh1...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/--ZGQuNiSE3bgLyNP...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Qh8YDKk7FpY6S0Yje...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Bq6qwHCBVYr752w5S...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/UqN2qx0QP8rvK-LQI...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/9WINJTr6OrUk-NXhc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,348, int:8 +Null/Empty: null:5,348 +Numeric values: 8 total +Numeric range: min:52, max:140, avg:105.1 +Numeric std dev: 32.9 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 3 (37.5%) + 73: 2 (25.0%) + 52: 1 (12.5%) + 106: 1 (12.5%) + 117: 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 5,356/5,356 (100.0%) +Types: NoneType:5,348, int:8 +Null/Empty: null:5,348 +Numeric values: 8 total +Numeric range: min:70, max:140, avg:131.2 +Numeric std dev: 23.2 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 7 (87.5%) + 70: 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 45.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Can Microsoft kill Python?': 2 (0.0%) + 'Optimize Magazine > Corporate Culture > Indi...': 2 (0.0%) + 'Morgan Stanley': 2 (0.0%) + 'happyVPRO': 2 (0.0%) + 'Senate Summons Pentagon to Explain Effort to Plant...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 59.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2005/12/04/fashion/sundayst...': 2 (0.0%) + 'http://space.com/scienceastronomy/051130_titan_upd...': 1 (0.0%) + 'http://www.dexigner.com/forum/index.php?showtopic=...': 1 (0.0%) + 'http://www.tuckermax.com/archives/entries/tucker_t...': 1 (0.0%) + 'http://www.xprogramming.com/testfram.htm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 5,356/5,356 (100.0%) +Types: str:5,356 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'all_ads': 5,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 4,915/5,356 (91.8%) +Types: list:4,915 +Null/Empty: empty_arr:4,915 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 4,915/5,356 (91.8%) +Types: str:4,915 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 4,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 8/5,356 (0.1%) +Types: str:8 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 8 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 8/5,356 (0.1%) +Types: dict:8 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2006.txt b/analysis/original_schema_analysis/submissions/analysis_report_2006.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f8daea4fb5583f993cc879ddf8c5f1a6030f6e --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2006.txt @@ -0,0 +1,5706 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2006 +Analysis Started: 2026-01-15 06:08:48 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2006-01.jsonl +Analysis Time: 2026-01-15 06:08:49 +================================================================================ +Total lines: 8,048 +Processed lines: 8,048 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:8,048 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 332 (4.1%) + 'hitsman': 99 (1.2%) + 'jawahar': 58 (0.7%) + 'mattknox': 56 (0.7%) + 'lmpinto': 54 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:7,368, str:680 +Null/Empty: null:7,368, empty_str:680 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:7,368, str:680 +Null/Empty: null:7,368 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 680 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:7,834 (97.3%), false:214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:7,368 (91.6%), false:680 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Numeric range: min:1,136,073,984, max:1,138,751,932, avg:1137519451.9 +Numeric std dev: 740749.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 44 (0.5%) + 'strategicmarketingmontreal.ca': 22 (0.3%) + 'washingtonpost.com': 19 (0.2%) + 'news.yahoo.com': 19 (0.2%) + 'wired.com': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'sqh': 1 (0.0%) + 'sqt': 1 (0.0%) + 'sr0': 1 (0.0%) + 'sr1': 1 (0.0%) + 'ss6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:7,439 (92.4%), false:609 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 8,048/8,048 (100.0%) +Types: list:8,048 +Null/Empty: empty_arr:8,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,048/8,048 (100.0%) +Types: dict:8,048 +Null/Empty: empty_obj:8,048 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:5,140 (63.9%), false:2,908 (36.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Numeric range: min:0, max:185, avg:1.0 +Numeric std dev: 4.9 +Unique numbers tracked: 49 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:214 (2.7%), false:7,834 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,834 (97.3%) + 'promo_adult_nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/sqh/html_email_step_by_step...': 1 (0.0%) + '/r/reddit.com/comments/sqt/html_email_guide/': 1 (0.0%) + '/r/reddit.com/comments/sr0/firefox_extensions_for_...': 1 (0.0%) + '/r/reddit.com/comments/sr1/firefox_extensions_to_i...': 1 (0.0%) + '/r/reddit.com/comments/ss6/the_great_flickr_tools_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,048/8,048 (100.0%) +Types: int:8,048 +Numeric values: 8,048 total +Numeric range: min:0, max:797, avg:9.7 +Numeric std dev: 34.0 +Unique numbers tracked: 216 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,048/8,048 (100.0%) +Types: dict:8,048 +Null/Empty: empty_obj:8,048 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +Null/Empty: empty_str:7,772 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 276 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:8,048 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,048/8,048 (100.0%) +Types: bool:8,048 +Booleans: true:0 (0.0%), false:8,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 9.8 +Unique strings tracked: 2 +String values distribution: + 'reddit.com': 7,834 (97.3%) + 'nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 't5_6': 7,834 (97.3%) + 't5_vf2': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 11.8 +Unique strings tracked: 2 +String values distribution: + 'r/reddit.com': 7,834 (97.3%) + 'r/nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.9 +Unique strings tracked: 2 +String values distribution: + 'archived': 7,834 (97.3%) + 'public': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,048 +Null/Empty: null:8,048 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.1 +Unique strings tracked: 11 +Top 5 string values: + 'default': 8,038 (99.9%) + 'https://b.thumbs.redditmedia.com/1Darp9qd5T59tcTnZ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/bKPqzFtpay8oLA0N5...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/P1OZO5RUgLDVxTlVl...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ykylxjDhTdEYtbfm0...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,036, int:12 +Null/Empty: null:8,036 +Numeric values: 12 total +Numeric range: min:73, max:140, avg:120.8 +Numeric std dev: 21.6 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 6 (50.0%) + 104: 3 (25.0%) + 120: 1 (8.3%) + 105: 1 (8.3%) + 73: 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 8,048/8,048 (100.0%) +Types: NoneType:8,036, int:12 +Null/Empty: null:8,036 +Numeric values: 12 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 12 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 46.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Medieval Irish warlord boasts three million descen...': 2 (0.0%) + 'Feds after Google data': 2 (0.0%) + 'Space Junk Cleanup Needed, NASA Experts Warn': 2 (0.0%) + 'HTML Email Step By Step Guide': 1 (0.0%) + 'HTML Email Guide': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 59.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.anandgraves.com/html-email-step-by-step...': 1 (0.0%) + 'http://anandgraves.com/nobullshit/articles/article...': 1 (0.0%) + 'http://anandgraves.com/nobullshit/articles/article...': 1 (0.0%) + 'http://www.anandgraves.com/nobullshit/articles/art...': 1 (0.0%) + 'http://pchere.blogspot.com/2005/03/great-flickr-to...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 8,048/8,048 (100.0%) +Types: str:8,048 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,834 (97.3%) + 'promo_adult_nsfw': 214 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 7,368/8,048 (91.6%) +Types: list:7,368 +Null/Empty: empty_arr:7,368 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 7,368/8,048 (91.6%) +Types: str:7,368 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 7,368 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,210/8,048 (52.3%) +Types: int:4,210 +Numeric values: 4,210 total +Numeric range: min:1,522,523,945, max:1,522,676,586, avg:1522530770.2 +Numeric std dev: 27554.1 +Unique numbers tracked: 250 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 10/8,048 (0.1%) +Types: str:10 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 10 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 10/8,048 (0.1%) +Types: dict:10 + +================================================================================ + +================================================================================ +FILE: RS_2006-02.jsonl +Analysis Time: 2026-01-15 06:08:50 +================================================================================ +Total lines: 9,501 +Processed lines: 9,501 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:9,501 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 307 (3.2%) + 'BioGeek': 99 (1.0%) + 'rmc': 74 (0.8%) + 'jawahar': 67 (0.7%) + 'hitsman': 60 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:8,832, str:669 +Null/Empty: null:8,832, empty_str:669 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:8,832, str:669 +Null/Empty: null:8,832 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 669 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:7,864 (82.8%), false:1,637 (17.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:8,832 (93.0%), false:669 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Numeric range: min:1,138,752,181, max:1,141,171,093, avg:1140068473.0 +Numeric std dev: 726315.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 15.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'thefuturum.com': 55 (0.6%) + 'news.bbc.co.uk': 30 (0.3%) + 'washingtonpost.com': 29 (0.3%) + 'news.yahoo.com': 21 (0.2%) + 'nytimes.com': 21 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '166c': 1 (0.0%) + '166h': 1 (0.0%) + '166j': 1 (0.0%) + '166k': 1 (0.0%) + '166n': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:8,390 (88.3%), false:1,111 (11.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 9,501/9,501 (100.0%) +Types: list:9,501 +Null/Empty: empty_arr:9,501 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,501/9,501 (100.0%) +Types: dict:9,501 +Null/Empty: empty_obj:9,501 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:7,132 (75.1%), false:2,369 (24.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Numeric range: min:0, max:158, avg:0.9 +Numeric std dev: 4.4 +Unique numbers tracked: 55 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:260 (2.7%), false:9,241 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 9,501/9,501 (100.0%) +Types: str:8,119, NoneType:1,382 +Null/Empty: null:1,382 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,864 (96.9%) + 'promo_adult_nsfw': 255 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/166c/inside_look_at_a_billi...': 1 (0.0%) + '/r/reddit.com/comments/166h/what_does_that_mean_ma...': 1 (0.0%) + '/r/reddit.com/comments/166j/oslo_clickwalk/': 1 (0.0%) + '/r/reddit.com/comments/166k/full_text_of_bushs_sta...': 1 (0.0%) + '/r/reddit.com/comments/166n/crepuscular_rays/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,501/9,501 (100.0%) +Types: int:9,501 +Numeric values: 9,501 total +Numeric range: min:0, max:730, avg:8.5 +Numeric std dev: 29.9 +Unique numbers tracked: 223 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,501 +Null/Empty: null:9,501 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,501/9,501 (100.0%) +Types: dict:9,501 +Null/Empty: empty_obj:9,501 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +Null/Empty: empty_str:9,192 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 309 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:9,501 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,501/9,501 (100.0%) +Types: bool:9,501 +Booleans: true:0 (0.0%), false:9,501 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 8.5 +Unique strings tracked: 22 +Top 5 string values: + 'reddit.com': 7,439 (78.3%) + 'ja': 725 (7.6%) + 'de': 355 (3.7%) + 'nsfw': 255 (2.7%) + 'features': 134 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 4.6 +Unique strings tracked: 22 +Top 5 string values: + 't5_6': 7,439 (78.3%) + 't5_22i6': 725 (7.6%) + 't5_22i0': 355 (3.7%) + 't5_vf2': 255 (2.7%) + 't5_21n6': 134 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 10.5 +Unique strings tracked: 22 +Top 5 string values: + 'r/reddit.com': 7,439 (78.3%) + 'r/ja': 725 (7.6%) + 'r/de': 355 (3.7%) + 'r/nsfw': 255 (2.7%) + 'r/features': 134 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 7,439 (78.3%) + 'public': 1,896 (20.0%) + 'restricted': 166 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:8,751, str:750 +Null/Empty: null:8,751 +String length avg: 3.2 +Unique strings tracked: 2 +String values distribution: + 'new': 725 (96.7%) + 'confidence': 25 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 7.0 +Unique strings tracked: 6 +String values distribution: + 'default': 9,496 (99.9%) + 'https://b.thumbs.redditmedia.com/Qgf3w2O3yYBDCe8qR...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/uBs4Kvj1AtwoMWpPf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/xgStF1b7vBodM6sme...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/xCuzqPChonwFLBaTs...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/U-ZuPn1b_TPxFr-3G...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,495, int:6 +Null/Empty: null:9,495 +Numeric values: 6 total +Numeric range: min:73, max:140, avg:114.7 +Numeric std dev: 28.5 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 3 (50.0%) + 80: 1 (16.7%) + 115: 1 (16.7%) + 73: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,501/9,501 (100.0%) +Types: NoneType:9,495, int:6 +Null/Empty: null:9,495 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 44.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Inside look at a billionaire's budget / Larry Elli...': 2 (0.0%) + 'Proof that Apple will be launching a mobile servic...': 2 (0.0%) + 'China Cancels Release of ‘Geisha’': 2 (0.0%) + 'Man Sues Apple Over Potential Hearing Loss': 2 (0.0%) + 'Researchers Warn of File-Destroying Worm': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,501/9,501 (100.0%) +Types: str:9,501 +String length avg: 58.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.seedmagazine.com/news/2005/12/mental_ti...': 2 (0.0%) + 'http://thefuturum.com/blog/?p=411': 2 (0.0%) + 'http://thefuturum.com/blog/?p=416': 2 (0.0%) + 'http://thefuturum.com/blog/?p=417': 2 (0.0%) + 'http://thefuturum.com/blog/?p=418': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 9,501/9,501 (100.0%) +Types: str:8,119, NoneType:1,382 +Null/Empty: null:1,382 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 7,863 (96.8%) + 'promo_adult_nsfw': 256 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 8,832/9,501 (93.0%) +Types: list:8,832 +Null/Empty: empty_arr:8,832 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 8,832/9,501 (93.0%) +Types: str:8,832 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 8,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 426/9,501 (4.5%) +Types: int:426 +Numeric values: 426 total +Numeric range: min:1,522,676,561, max:1,522,676,578, avg:1522676568.6 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 1,522,676,564: 60 (14.1%) + 1,522,676,563: 46 (10.8%) + 1,522,676,572: 35 (8.2%) + 1,522,676,568: 31 (7.3%) + 1,522,676,573: 31 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5/9,501 (0.1%) +Types: str:5 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5/9,501 (0.1%) +Types: dict:5 + +================================================================================ + +================================================================================ +FILE: RS_2006-03.jsonl +Analysis Time: 2026-01-15 06:08:50 +================================================================================ +Total lines: 12,525 +Processed lines: 12,525 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:12,525 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 240 (1.9%) + 'jawahar': 156 (1.2%) + 'otsune': 124 (1.0%) + 'BioGeek': 98 (0.8%) + 'hitsman': 63 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:11,688, str:837 +Null/Empty: null:11,688, empty_str:837 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:11,688, str:837 +Null/Empty: null:11,688 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 837 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:9,810 (78.3%), false:2,715 (21.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:11,688 (93.3%), false:837 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Numeric range: min:1,141,171,234, max:1,143,849,535, avg:1142555221.5 +Numeric std dev: 786856.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'features.reddit.com': 37 (0.3%) + 'news.bbc.co.uk': 35 (0.3%) + 'techeblog.com': 20 (0.2%) + 'agonist.org': 18 (0.1%) + 'impactlab.com': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2icw': 1 (0.0%) + '2idn': 1 (0.0%) + '2ie4': 1 (0.0%) + '2iek': 1 (0.0%) + '2ies': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:10,971 (87.6%), false:1,554 (12.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 12,525/12,525 (100.0%) +Types: list:12,525 +Null/Empty: empty_arr:12,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,525/12,525 (100.0%) +Types: dict:12,525 +Null/Empty: empty_obj:12,525 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:9,934 (79.3%), false:2,591 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Numeric range: min:0, max:225, avg:1.0 +Numeric std dev: 5.1 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:601 (4.8%), false:11,924 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,525/12,525 (100.0%) +Types: str:10,140, NoneType:2,385 +Null/Empty: null:2,385 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 9,810 (96.7%) + 'promo_adult_nsfw': 330 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 62.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2icw/well_that_was_a_bust/': 1 (0.0%) + '/r/reddit.com/comments/2idn/holocaust_why_david_ir...': 1 (0.0%) + '/r/reddit.com/comments/2ie4/google_shares_fall_sha...': 1 (0.0%) + '/r/reddit.com/comments/2iek/newsvine_launching_tom...': 1 (0.0%) + '/r/reddit.com/comments/2ies/voodoopc_to_launch_8tb...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,525/12,525 (100.0%) +Types: int:12,525 +Numeric values: 12,525 total +Numeric range: min:0, max:583, avg:7.5 +Numeric std dev: 29.1 +Unique numbers tracked: 230 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,525 +Null/Empty: null:12,525 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,525/12,525 (100.0%) +Types: dict:12,525 +Null/Empty: empty_obj:12,525 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +Null/Empty: empty_str:12,205 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:12,525 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,525/12,525 (100.0%) +Types: bool:12,525 +Booleans: true:0 (0.0%), false:12,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 8.1 +Unique strings tracked: 23 +Top 5 string values: + 'reddit.com': 8,503 (67.9%) + 'ja': 1,380 (11.0%) + 'de': 666 (5.3%) + 'programming': 641 (5.1%) + 'nsfw': 330 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 4.9 +Unique strings tracked: 23 +Top 5 string values: + 't5_6': 8,503 (67.9%) + 't5_22i6': 1,380 (11.0%) + 't5_22i0': 666 (5.3%) + 't5_2fwo': 641 (5.1%) + 't5_vf2': 330 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 10.1 +Unique strings tracked: 23 +Top 5 string values: + 'r/reddit.com': 8,503 (67.9%) + 'r/ja': 1,380 (11.0%) + 'r/de': 666 (5.3%) + 'r/programming': 641 (5.1%) + 'r/nsfw': 330 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 7.4 +Unique strings tracked: 3 +String values distribution: + 'archived': 8,503 (67.9%) + 'public': 3,889 (31.0%) + 'restricted': 133 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:11,142, str:1,383 +Null/Empty: null:11,142 +String length avg: 3.0 +Unique strings tracked: 2 +String values distribution: + 'new': 1,380 (99.8%) + 'confidence': 3 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'default': 12,519 (100.0%) + 'https://a.thumbs.redditmedia.com/HpGe7UYR9nGCahY5R...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/OdoKi3QJZC_f2Y_eK...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/89b2UXSO0OXkt3NX7...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/0RqMuM0K00QK6fJts...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/SZuaKtIaAd4LhTWtK...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/GhJxCSFNu75vfN3JU...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,519, int:6 +Null/Empty: null:12,519 +Numeric values: 6 total +Numeric range: min:73, max:140, avg:114.0 +Numeric std dev: 28.9 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 3 (50.0%) + 73: 1 (16.7%) + 113: 1 (16.7%) + 78: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,525/12,525 (100.0%) +Types: NoneType:12,519, int:6 +Null/Empty: null:12,519 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 42.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JavaScript SOAP Client': 2 (0.0%) + 'Develop your own filesystem with FUSE': 2 (0.0%) + 'Our growth is slowing, Google admits': 2 (0.0%) + 'Could you please improve the recommended page algo...': 2 (0.0%) + 'Asian DVD Club': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,525/12,525 (100.0%) +Types: str:12,525 +String length avg: 58.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.codeproject.com/Ajax/JavaScriptSOAPClie...': 2 (0.0%) + 'http://www.jot.fm/issues/issue_2006_03/column1': 2 (0.0%) + 'http://norvig.com/python-iaq.html': 2 (0.0%) + 'http://www.shockabsorber.co.uk/bounceometer/shock....': 2 (0.0%) + 'http://www.macgeekery.com/opinion/well_that_was_a_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,525/12,525 (100.0%) +Types: str:10,140, NoneType:2,385 +Null/Empty: null:2,385 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 9,809 (96.7%) + 'promo_adult_nsfw': 331 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,688/12,525 (93.3%) +Types: list:11,688 +Null/Empty: empty_arr:11,688 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,688/12,525 (93.3%) +Types: str:11,688 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 11,688 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 206/12,525 (1.6%) +Types: int:206 +Numeric values: 206 total +Numeric range: min:1,522,676,549, max:1,522,676,560, avg:1522676553.7 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 1,522,676,553: 48 (23.3%) + 1,522,676,550: 25 (12.1%) + 1,522,676,549: 24 (11.7%) + 1,522,676,551: 19 (9.2%) + 1,522,676,556: 18 (8.7%) + 1,522,676,557: 17 (8.3%) + 1,522,676,555: 15 (7.3%) + 1,522,676,560: 15 (7.3%) + 1,522,676,559: 14 (6.8%) + 1,522,676,554: 11 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 112/12,525 (0.9%) +Types: bool:112 +Booleans: true:112 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5/12,525 (0.0%) +Types: str:5 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5/12,525 (0.0%) +Types: dict:5 + +================================================================================ + +================================================================================ +FILE: RS_2006-04.jsonl +Analysis Time: 2026-01-15 06:08:51 +================================================================================ +Total lines: 12,556 +Processed lines: 12,556 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:12,556 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 237 (1.9%) + 'erku': 93 (0.7%) + 'unknown': 83 (0.7%) + 'idyll': 42 (0.3%) + 'BioGeek': 39 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:11,681, str:875 +Null/Empty: null:11,681, empty_str:875 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:11,681, str:875 +Null/Empty: null:11,681 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 875 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:10,608 (84.5%), false:1,948 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:11,681 (93.0%), false:875 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Numeric range: min:1,143,849,794, max:1,146,440,993, avg:1145163707.5 +Numeric std dev: 734910.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'emaxhealth.com': 41 (0.3%) + 'news.bbc.co.uk': 30 (0.2%) + 'bloggerparty.com': 26 (0.2%) + 'videosift.com': 22 (0.2%) + 'nytimes.com': 20 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3rip': 1 (0.0%) + '3rir': 1 (0.0%) + '3ris': 1 (0.0%) + '3riv': 1 (0.0%) + '3rj0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:9,341 (74.4%), false:3,215 (25.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 12,556/12,556 (100.0%) +Types: list:12,556 +Null/Empty: empty_arr:12,556 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,556/12,556 (100.0%) +Types: dict:12,556 +Null/Empty: empty_obj:12,556 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:9,788 (78.0%), false:2,768 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Numeric range: min:0, max:317, avg:1.5 +Numeric std dev: 6.6 +Unique numbers tracked: 81 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:626 (5.0%), false:11,930 (95.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,556/12,556 (100.0%) +Types: str:11,049, NoneType:1,507 +Null/Empty: null:1,507 +String length avg: 7.4 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 10,608 (96.0%) + 'promo_adult_nsfw': 441 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/3rip/iraq_on_the_record_a_s...': 1 (0.0%) + '/r/ja/comments/3rir/rubricks_cms_on_rails/': 1 (0.0%) + '/r/reddit.com/comments/3ris/islamic_dance_party/': 1 (0.0%) + '/r/reddit.com/comments/3riv/how_to_make_bash_compl...': 1 (0.0%) + '/r/nsfw/comments/3rj0/hot_web_cam_chicks/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,556/12,556 (100.0%) +Types: int:12,556 +Numeric values: 12,556 total +Numeric range: min:0, max:437, avg:7.9 +Numeric std dev: 29.3 +Unique numbers tracked: 232 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,556 +Null/Empty: null:12,556 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,556/12,556 (100.0%) +Types: dict:12,556 +Null/Empty: empty_obj:12,556 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +Null/Empty: empty_str:12,204 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 352 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:12,556 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,556/12,556 (100.0%) +Types: bool:12,556 +Booleans: true:0 (0.0%), false:12,556 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 9.1 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 9,945 (79.2%) + 'programming': 515 (4.1%) + 'ja': 448 (3.6%) + 'nsfw': 441 (3.5%) + 'it': 191 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 4.6 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 9,945 (79.2%) + 't5_2fwo': 515 (4.1%) + 't5_22i6': 448 (3.6%) + 't5_vf2': 441 (3.5%) + 't5_247c': 191 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 11.1 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 9,945 (79.2%) + 'r/programming': 515 (4.1%) + 'r/ja': 448 (3.6%) + 'r/nsfw': 441 (3.5%) + 'r/it': 191 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 9,945 (79.2%) + 'public': 2,546 (20.3%) + 'restricted': 65 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,104, str:452 +Null/Empty: null:12,104 +String length avg: 3.1 +Unique strings tracked: 2 +String values distribution: + 'new': 448 (99.1%) + 'confidence': 4 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 7.0 +Unique strings tracked: 4 +String values distribution: + 'default': 12,553 (100.0%) + 'https://b.thumbs.redditmedia.com/ahmx10l2wE2B9BwbM...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ZISpsOL7nI1f1OCQz...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/yoND7tvUKPCvMHZY5...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,553, int:3 +Null/Empty: null:12,553 +Numeric values: 3 total +Numeric range: min:85, max:140, avg:108.7 +Numeric std dev: 23.1 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 1 (33.3%) + 85: 1 (33.3%) + 101: 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,556/12,556 (100.0%) +Types: NoneType:12,553, int:3 +Null/Empty: null:12,553 +Numeric values: 3 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 44.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Build Your Own Web 2.0 Application Using Fluff and...': 2 (0.0%) + 'Google's hidden payroll': 2 (0.0%) + 'Cockroaches Make Group Decisions': 2 (0.0%) + 'Microsoft Buys OpenOffice.org!': 2 (0.0%) + 'The Frankenstein Economy - Made in the U.S.A., 199...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,556/12,556 (100.0%) +Types: str:12,556 +String length avg: 61.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://lxer.com/module/newswire/view/57303/': 2 (0.0%) + 'http://www.sitepoint.com/article/application-fluff...': 2 (0.0%) + 'http://www.usatoday.com/tech/news/2006-03-28-googe...': 2 (0.0%) + 'http://dsc.discovery.com/news/briefs/20060327/cock...': 2 (0.0%) + 'http://www.livescience.com/humanbiology/060328_bad...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,556/12,556 (100.0%) +Types: str:11,049, NoneType:1,507 +Null/Empty: null:1,507 +String length avg: 7.4 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 10,605 (96.0%) + 'promo_adult_nsfw': 444 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,681/12,556 (93.0%) +Types: list:11,681 +Null/Empty: empty_arr:11,681 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,681/12,556 (93.0%) +Types: str:11,681 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 11,681 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 316/12,556 (2.5%) +Types: int:316 +Numeric values: 316 total +Numeric range: min:1,522,676,526, max:1,522,676,547, avg:1522676536.4 +Numeric std dev: 22.6 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 201/12,556 (1.6%) +Types: bool:201 +Booleans: true:201 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3/12,556 (0.0%) +Types: str:3 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3/12,556 (0.0%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2006-05.jsonl +Analysis Time: 2026-01-15 06:08:52 +================================================================================ +Total lines: 14,701 +Processed lines: 14,701 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:14,701 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 238 (1.6%) + 'idyll': 63 (0.4%) + 'lmpinto': 44 (0.3%) + 'BioGeek': 37 (0.3%) + 'dr2tom': 28 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:13,777, str:924 +Null/Empty: null:13,777, empty_str:924 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:13,777, str:924 +Null/Empty: null:13,777 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 924 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:12,464 (84.8%), false:2,237 (15.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:13,777 (93.7%), false:924 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Numeric range: min:1,146,441,611, max:1,149,119,959, avg:1147820369.8 +Numeric std dev: 775239.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'writingup.com': 65 (0.4%) + 'news.bbc.co.uk': 28 (0.2%) + 'wn.goldenprose.com': 23 (0.2%) + 'news.yahoo.com': 22 (0.1%) + 'youtube.com': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '57ie': 1 (0.0%) + '57ii': 1 (0.0%) + '57ik': 1 (0.0%) + '57ip': 1 (0.0%) + '57ir': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:11,078 (75.4%), false:3,623 (24.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 14,701/14,701 (100.0%) +Types: list:14,701 +Null/Empty: empty_arr:14,701 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,701 +Null/Empty: null:14,701 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,700, dict:1 +Null/Empty: null:14,700 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 14,701/14,701 (100.0%) +Types: dict:14,701 +Null/Empty: empty_obj:14,700 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:11,909 (81.0%), false:2,792 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Numeric range: min:0, max:635, avg:1.7 +Numeric std dev: 9.6 +Unique numbers tracked: 99 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:625 (4.3%), false:14,076 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 14,701/14,701 (100.0%) +Types: str:12,952, NoneType:1,749 +Null/Empty: null:1,749 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 12,464 (96.2%) + 'promo_adult_nsfw': 488 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/57ie/do_you_need_an_agent_a...': 1 (0.0%) + '/r/reddit.com/comments/57ii/bush_more_evil_than_bi...': 1 (0.0%) + '/r/reddit.com/comments/57ik/researchers_learn_more...': 1 (0.0%) + '/r/reddit.com/comments/57ip/mental_disorder_or_per...': 1 (0.0%) + '/r/reddit.com/comments/57ir/perm_software_allows_n...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 14,701/14,701 (100.0%) +Types: int:14,701 +Numeric values: 14,701 total +Numeric range: min:0, max:592, avg:7.8 +Numeric std dev: 30.9 +Unique numbers tracked: 257 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,700, dict:1 +Null/Empty: null:14,700 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 14,701/14,701 (100.0%) +Types: dict:14,701 +Null/Empty: empty_obj:14,700 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +Null/Empty: empty_str:14,284 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 417 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:14,701 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 14,701/14,701 (100.0%) +Types: bool:14,701 +Booleans: true:0 (0.0%), false:14,701 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 9.5 +Unique strings tracked: 28 +Top 5 string values: + 'reddit.com': 11,842 (80.6%) + 'lipstick.com': 798 (5.4%) + 'programming': 598 (4.1%) + 'nsfw': 488 (3.3%) + 'ja': 359 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 4.6 +Unique strings tracked: 28 +Top 5 string values: + 't5_6': 11,842 (80.6%) + 't5_4k4c': 798 (5.4%) + 't5_2fwo': 598 (4.1%) + 't5_vf2': 488 (3.3%) + 't5_22i6': 359 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 11.5 +Unique strings tracked: 28 +Top 5 string values: + 'r/reddit.com': 11,842 (80.6%) + 'r/lipstick.com': 798 (5.4%) + 'r/programming': 598 (4.1%) + 'r/nsfw': 488 (3.3%) + 'r/ja': 359 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 11,842 (80.6%) + 'public': 2,805 (19.1%) + 'restricted': 54 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,334, str:367 +Null/Empty: null:14,334 +String length avg: 3.2 +Unique strings tracked: 2 +String values distribution: + 'new': 359 (97.8%) + 'confidence': 8 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 7.0 +Unique strings tracked: 4 +String values distribution: + 'default': 14,698 (100.0%) + 'https://b.thumbs.redditmedia.com/245QWaF8SyOrRcVo7...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/9nEtFaT_Jdb8ofAZu...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/VH6HoUFx-Y9o1U1b4...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,694, int:7 +Null/Empty: null:14,694 +Numeric values: 7 total +Numeric range: min:12, max:140, avg:91.6 +Numeric std dev: 41.8 +Unique numbers tracked: 5 +Numeric values distribution: + 105: 2 (28.6%) + 70: 2 (28.6%) + 12: 1 (14.3%) + 140: 1 (14.3%) + 139: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 14,701/14,701 (100.0%) +Types: NoneType:14,694, int:7 +Null/Empty: null:14,694 +Numeric values: 7 total +Numeric range: min:70, max:140, avg:110.0 +Numeric std dev: 34.6 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 4 (57.1%) + 70: 3 (42.9%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 44.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Scientists make water run uphill': 2 (0.0%) + 'The Face Transplant Recipient Speakes': 2 (0.0%) + 'Become a Search Engine All-You-Can-Eat Buffet': 2 (0.0%) + 'Some Unix Tricks': 2 (0.0%) + 'Passion Killers': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 14,701/14,701 (100.0%) +Types: str:14,701 +String length avg: 63.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://technopedia.info/tech/2006/04/30/major-bug-...': 2 (0.0%) + 'http://www.tonyyoo.com/protolize/': 2 (0.0%) + 'http://blog.bioethics.net/2006/05/face-transplant-...': 2 (0.0%) + 'http://technopedia.info/tech/2006/04/30/some-unix-...': 2 (0.0%) + 'http://blog.qualityaspect.com/2006/04/30/passion-k...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 14,701/14,701 (100.0%) +Types: str:12,952, NoneType:1,749 +Null/Empty: null:1,749 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 12,455 (96.2%) + 'promo_adult_nsfw': 497 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 13,777/14,701 (93.7%) +Types: list:13,777 +Null/Empty: empty_arr:13,777 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 13,777/14,701 (93.7%) +Types: str:13,777 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 13,777 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 208/14,701 (1.4%) +Types: int:208 +Numeric values: 208 total +Numeric range: min:1,522,676,511, max:1,522,676,525, avg:1522676518.1 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 1,522,676,511: 24 (11.5%) + 1,522,676,518: 22 (10.6%) + 1,522,676,521: 22 (10.6%) + 1,522,676,525: 21 (10.1%) + 1,522,676,515: 18 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 61/14,701 (0.4%) +Types: bool:61 +Booleans: true:61 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3/14,701 (0.0%) +Types: str:3 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3/14,701 (0.0%) +Types: dict:3 + +================================================================================ + +================================================================================ +FILE: RS_2006-06.jsonl +Analysis Time: 2026-01-15 06:08:54 +================================================================================ +Total lines: 16,942 +Processed lines: 16,942 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:16,942 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 206 (1.2%) + 'darky99': 44 (0.3%) + 'jalba': 31 (0.2%) + 'pingthomas': 22 (0.1%) + 'hedgehogman': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:15,554, str:1,388 +Null/Empty: null:15,554, empty_str:1,388 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:15,554, str:1,388 +Null/Empty: null:15,554 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,388 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:14,585 (86.1%), false:2,357 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:15,554 (91.8%), false:1,388 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Numeric range: min:1,149,120,046, max:1,151,711,812, avg:1150456395.7 +Numeric std dev: 750755.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'securitydot.net': 37 (0.2%) + 'writingup.com': 35 (0.2%) + 'activehowto.com': 30 (0.2%) + 'wn.goldenprose.com': 18 (0.1%) + 'news.bbc.co.uk': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6zvc': 1 (0.0%) + '6zve': 1 (0.0%) + '6zvj': 1 (0.0%) + '6zvx': 1 (0.0%) + '6zwm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:11,844 (69.9%), false:5,098 (30.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 16,942/16,942 (100.0%) +Types: list:16,942 +Null/Empty: empty_arr:16,942 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 16,942/16,942 (100.0%) +Types: dict:16,942 +Null/Empty: empty_obj:16,942 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:14,128 (83.4%), false:2,814 (16.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Numeric range: min:0, max:257, avg:1.6 +Numeric std dev: 7.4 +Unique numbers tracked: 97 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:622 (3.7%), false:16,320 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 16,942/16,942 (100.0%) +Types: str:15,027, NoneType:1,915 +Null/Empty: null:1,915 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 14,585 (97.1%) + 'promo_adult_nsfw': 442 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 64.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6zvc/the_raw_story_fcc_plan...': 1 (0.0%) + '/r/reddit.com/comments/6zve/quadski_jetskiatv_comb...': 1 (0.0%) + '/r/reddit.com/comments/6zvj/beejs_guide_to_network...': 1 (0.0%) + '/r/reddit.com/comments/6zvx/free_information_is_wo...': 1 (0.0%) + '/r/reddit.com/comments/6zwm/acne_treatment_resouce...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 16,942/16,942 (100.0%) +Types: int:16,942 +Numeric values: 16,942 total +Numeric range: min:0, max:473, avg:6.6 +Numeric std dev: 27.6 +Unique numbers tracked: 254 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,942 +Null/Empty: null:16,942 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 16,942/16,942 (100.0%) +Types: dict:16,942 +Null/Empty: empty_obj:16,942 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +Null/Empty: empty_str:16,455 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 487 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:16,942 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 16,942/16,942 (100.0%) +Types: bool:16,942 +Booleans: true:0 (0.0%), false:16,942 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 9.7 +Unique strings tracked: 21 +Top 5 string values: + 'reddit.com': 13,946 (82.3%) + 'lipstick.com': 1,084 (6.4%) + 'programming': 605 (3.6%) + 'nsfw': 442 (2.6%) + 'ja': 227 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 4.5 +Unique strings tracked: 21 +Top 5 string values: + 't5_6': 13,946 (82.3%) + 't5_4k4c': 1,084 (6.4%) + 't5_2fwo': 605 (3.6%) + 't5_vf2': 442 (2.6%) + 't5_22i6': 227 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 11.7 +Unique strings tracked: 21 +Top 5 string values: + 'r/reddit.com': 13,946 (82.3%) + 'r/lipstick.com': 1,084 (6.4%) + 'r/programming': 605 (3.6%) + 'r/nsfw': 442 (2.6%) + 'r/ja': 227 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 13,946 (82.3%) + 'public': 2,952 (17.4%) + 'restricted': 44 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,715, str:227 +Null/Empty: null:16,715 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'new': 227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'default': 16,941 (100.0%) + 'https://b.thumbs.redditmedia.com/5-QDkJZu-mEL_sW3L...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,936, int:6 +Null/Empty: null:16,936 +Numeric values: 6 total +Numeric range: min:92, max:140, avg:118.3 +Numeric std dev: 20.4 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 2 (33.3%) + 133: 1 (16.7%) + 92: 1 (16.7%) + 111: 1 (16.7%) + 94: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 16,942/16,942 (100.0%) +Types: NoneType:16,936, int:6 +Null/Empty: null:16,936 +Numeric values: 6 total +Numeric range: min:140, max:140, avg:140.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 140: 6 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 43.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cigarettes in small packs banned from today': 3 (0.0%) + 'N.H. Joins States Requiring Cigarettes to be 'Fire...': 3 (0.0%) + 'Reynolds completes acquisition of Conwood': 3 (0.0%) + 'open project to create a live social experience ar...': 2 (0.0%) + 'Mistaken identity shifts grief after deadly accide...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 16,942/16,942 (100.0%) +Types: str:16,942 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://miscgroups.blogspot.com/2006/06/sharon-van-...': 2 (0.0%) + 'http://nwn.blogs.com/nwn/2006/05/god_game.html': 2 (0.0%) + 'http://blogs.x2line.com/al/archive/2006/06/02/1722...': 2 (0.0%) + 'http://hop.inria.fr/usr/local/share/hop/weblets/ho...': 2 (0.0%) + 'http://blogcritics.org/archives/2006/06/01/170820....': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 16,942/16,942 (100.0%) +Types: str:15,027, NoneType:1,915 +Null/Empty: null:1,915 +String length avg: 7.3 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 14,555 (96.9%) + 'promo_adult_nsfw': 472 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 15,554/16,942 (91.8%) +Types: list:15,554 +Null/Empty: empty_arr:15,554 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 15,554/16,942 (91.8%) +Types: str:15,554 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 15,554 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 403/16,942 (2.4%) +Types: int:403 +Numeric values: 403 total +Numeric range: min:1,522,676,483, max:1,522,676,510, avg:1522676497.1 +Numeric std dev: 22.6 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 36/16,942 (0.2%) +Types: bool:36 +Booleans: true:36 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1/16,942 (0.0%) +Types: str:1 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1/16,942 (0.0%) +Types: dict:1 + +================================================================================ + +================================================================================ +FILE: RS_2006-07.jsonl +Analysis Time: 2026-01-15 06:08:55 +================================================================================ +Total lines: 24,026 +Processed lines: 24,026 +Total unique fields: 60 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:24,026 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 214 (0.9%) + 'xenmate': 23 (0.1%) + 'kumaram16': 23 (0.1%) + 'jjzak': 19 (0.1%) + 'cavedave': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:22,197, str:1,829 +Null/Empty: null:22,197, empty_str:1,829 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:22,197, str:1,829 +Null/Empty: null:22,197 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,829 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:18,515 (77.1%), false:5,511 (22.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:22,197 (92.4%), false:1,829 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Numeric range: min:1,151,712,549, max:1,154,390,261, avg:1153212774.2 +Numeric std dev: 724905.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 15.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.yahoo.com': 17 (0.1%) + 'news.bbc.co.uk': 17 (0.1%) + 'advertising-internet-online.com': 17 (0.1%) + 'diabitieslife.com': 11 (0.0%) + 'reddit.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '92zw': 1 (0.0%) + '930d': 1 (0.0%) + '930e': 1 (0.0%) + '930j': 1 (0.0%) + '930w': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:17,972 (74.8%), false:6,054 (25.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 24,026/24,026 (100.0%) +Types: list:24,026 +Null/Empty: empty_arr:24,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 24,026/24,026 (100.0%) +Types: dict:24,026 +Null/Empty: empty_obj:24,026 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:20,518 (85.4%), false:3,508 (14.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Numeric range: min:0, max:224, avg:1.5 +Numeric std dev: 6.8 +Unique numbers tracked: 99 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:635 (2.6%), false:23,391 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 24,026/24,026 (100.0%) +Types: str:18,979, NoneType:5,047 +Null/Empty: null:5,047 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 18,515 (97.6%) + 'promo_adult_nsfw': 464 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/programming/comments/92zw/nightmare_on_wall_str...': 1 (0.0%) + '/r/reddit.com/comments/930d/similarity_web/': 1 (0.0%) + '/r/reddit.com/comments/930e/a_blind_eye_to_propaga...': 1 (0.0%) + '/r/reddit.com/comments/930j/groups_mourn_30_years_...': 1 (0.0%) + '/r/reddit.com/comments/930w/grepblogs_and_tim_orei...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 24,026/24,026 (100.0%) +Types: int:24,026 +Numeric values: 24,026 total +Numeric range: min:0, max:1,028, avg:6.1 +Numeric std dev: 30.9 +Unique numbers tracked: 296 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,026 +Null/Empty: null:24,026 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 24,026/24,026 (100.0%) +Types: dict:24,026 +Null/Empty: empty_obj:24,026 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +Null/Empty: empty_str:23,394 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 632 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:24,026 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 24,026/24,026 (100.0%) +Types: bool:24,026 +Booleans: true:0 (0.0%), false:24,026 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 9.4 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 17,741 (73.8%) + 'nytimes': 2,709 (11.3%) + 'lipstick.com': 1,218 (5.1%) + 'programming': 741 (3.1%) + 'nsfw': 464 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 4.8 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 17,741 (73.8%) + 't5_9wby': 2,709 (11.3%) + 't5_4k4c': 1,218 (5.1%) + 't5_2fwo': 741 (3.1%) + 't5_vf2': 464 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 11.4 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 17,741 (73.8%) + 'r/nytimes': 2,709 (11.3%) + 'r/lipstick.com': 1,218 (5.1%) + 'r/programming': 741 (3.1%) + 'r/nsfw': 464 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 17,741 (73.8%) + 'public': 6,260 (26.1%) + 'restricted': 25 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:23,854, str:172 +Null/Empty: null:23,854 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'new': 172 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 7.0 +Unique strings tracked: 9 +String values distribution: + 'default': 24,018 (100.0%) + 'https://b.thumbs.redditmedia.com/Rf70Fjqrh5h0Elgcf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/7TepKlaCJKkHtWJHU...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/fhavaR1NbOoczgWQf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/iZoKoy0KSQwdPk1hA...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/OXwIwG9OsGbIpOd0J...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/8nW5CJAPCxUNHwRzh...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/zHXBGw3yQCZdnm55e...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/39Itnk9a8dwFbuq-5...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,015, int:11 +Null/Empty: null:24,015 +Numeric values: 11 total +Numeric range: min:29, max:140, avg:94.8 +Numeric std dev: 33.5 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 3 (27.3%) + 91: 1 (9.1%) + 76: 1 (9.1%) + 99: 1 (9.1%) + 73: 1 (9.1%) + 29: 1 (9.1%) + 70: 1 (9.1%) + 78: 1 (9.1%) + 107: 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 24,026/24,026 (100.0%) +Types: NoneType:24,015, int:11 +Null/Empty: null:24,015 +Numeric values: 11 total +Numeric range: min:70, max:140, avg:133.6 +Numeric std dev: 20.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 10 (90.9%) + 70: 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 45.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'IPTV': 3 (0.0%) + 'Stress-Management': 2 (0.0%) + 'Varnishes can vary...': 2 (0.0%) + 'Remix Music Videos (Think George Bush and U2)': 2 (0.0%) + 'Don't ruin Rooney pleads Eriksson': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 24,026/24,026 (100.0%) +Types: str:24,026 +String length avg: 71.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://enigmaticmonk.blogspot.com': 3 (0.0%) + 'http://www.informit.com/articles/article.asp?p=482...': 2 (0.0%) + 'http://steve-yegge.blogspot.com/2006/07/wizard-sch...': 2 (0.0%) + 'http://www.blogcadre.com/blog/jason_striegel/diggi...': 2 (0.0%) + 'http://manicures-and-hairstyles.blogspot.com/2006/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 24,026/24,026 (100.0%) +Types: str:18,979, NoneType:5,047 +Null/Empty: null:5,047 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 18,486 (97.4%) + 'promo_adult_nsfw': 493 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 22,197/24,026 (92.4%) +Types: list:22,197 +Null/Empty: empty_arr:22,197 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 22,197/24,026 (92.4%) +Types: str:22,197 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 22,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 121/24,026 (0.5%) +Types: int:121 +Numeric values: 121 total +Numeric range: min:1,522,676,474, max:1,522,676,481, avg:1522676477.0 +Numeric std dev: 0.0 +Unique numbers tracked: 7 +Numeric values distribution: + 1,522,676,474: 33 (27.3%) + 1,522,676,476: 23 (19.0%) + 1,522,676,480: 20 (16.5%) + 1,522,676,478: 12 (9.9%) + 1,522,676,475: 11 (9.1%) + 1,522,676,479: 11 (9.1%) + 1,522,676,481: 11 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25/24,026 (0.1%) +Types: bool:25 +Booleans: true:25 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 7/24,026 (0.0%) +Types: str:7 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 7 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 7/24,026 (0.0%) +Types: dict:7 + +================================================================================ + +================================================================================ +FILE: RS_2006-08.jsonl +Analysis Time: 2026-01-15 06:08:58 +================================================================================ +Total lines: 40,750 +Processed lines: 40,750 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:40,750 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes': 340 (0.8%) + '[deleted]': 166 (0.4%) + 'littlebiker': 75 (0.2%) + 'alins': 51 (0.1%) + 'jennifersulliv': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:37,598, str:3,152 +Null/Empty: null:37,598, empty_str:3,152 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:37,598, str:3,152 +Null/Empty: null:37,598 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,152 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:32,409 (79.5%), false:8,341 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:37,598 (92.3%), false:3,152 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Numeric range: min:1,154,390,660, max:1,157,068,766, avg:1155805771.6 +Numeric std dev: 763595.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 225 (0.6%) + 'infobasilicata.blogspot.com': 22 (0.1%) + 'youtube.com': 19 (0.0%) + 'slate.com': 19 (0.0%) + 'belfasttelegraph.co.uk': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'bsw7': 1 (0.0%) + 'bswa': 1 (0.0%) + 'bswh': 1 (0.0%) + 'bswp': 1 (0.0%) + 'bswr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:25,975 (63.7%), false:14,775 (36.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 40,750/40,750 (100.0%) +Types: list:40,750 +Null/Empty: empty_arr:40,750 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 40,750/40,750 (100.0%) +Types: dict:40,750 +Null/Empty: empty_obj:40,750 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:36,432 (89.4%), false:4,318 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Numeric range: min:0, max:278, avg:1.1 +Numeric std dev: 6.7 +Unique numbers tracked: 123 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:717 (1.8%), false:40,033 (98.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 40,750/40,750 (100.0%) +Types: str:32,882, NoneType:7,868 +Null/Empty: null:7,868 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,409 (98.6%) + 'promo_adult_nsfw': 473 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 65.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/bsw7/we_are_raising_a_natio...': 1 (0.0%) + '/r/lipstick.com/comments/bswa/sienna_and_james_fra...': 1 (0.0%) + '/r/reddit.com/comments/bswh/obsession_what_the_war...': 1 (0.0%) + '/r/reddit.com/comments/bswp/mars_life_fizzed_out_b...': 1 (0.0%) + '/r/reddit.com/comments/bswr/increase_mpg_by_fillin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 40,750/40,750 (100.0%) +Types: int:40,750 +Numeric values: 40,750 total +Numeric range: min:0, max:878, avg:5.0 +Numeric std dev: 31.4 +Unique numbers tracked: 368 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,750 +Null/Empty: null:40,750 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 40,750/40,750 (100.0%) +Types: dict:40,750 +Null/Empty: empty_obj:40,750 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +Null/Empty: empty_str:39,692 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,058 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:40,750 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 40,750/40,750 (100.0%) +Types: bool:40,750 +Booleans: true:0 (0.0%), false:40,750 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 9.6 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 31,215 (76.6%) + 'nytimes': 3,630 (8.9%) + 'lipstick.com': 2,585 (6.3%) + 'programming': 1,160 (2.8%) + 'nsfw': 473 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 4.7 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 31,215 (76.6%) + 't5_9wby': 3,630 (8.9%) + 't5_4k4c': 2,585 (6.3%) + 't5_2fwo': 1,160 (2.8%) + 't5_vf2': 473 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 11.6 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 31,215 (76.6%) + 'r/nytimes': 3,630 (8.9%) + 'r/lipstick.com': 2,585 (6.3%) + 'r/programming': 1,160 (2.8%) + 'r/nsfw': 473 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 31,215 (76.6%) + 'public': 9,512 (23.3%) + 'restricted': 23 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,504, str:246 +Null/Empty: null:40,504 +String length avg: 3.1 +Unique strings tracked: 2 +String values distribution: + 'new': 244 (99.2%) + 'confidence': 2 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 7.0 +Unique strings tracked: 19 +Top 5 string values: + 'default': 40,732 (100.0%) + 'https://a.thumbs.redditmedia.com/RG0jtHRx2B8_0rsA-...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/P1AOWl3AiUlERPqpi...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/IqVvqI6BZld4i33jX...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/pIGxlvTKX4ClAl9YZ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,730, int:20 +Null/Empty: null:40,730 +Numeric values: 20 total +Numeric range: min:16, max:140, avg:108.2 +Numeric std dev: 36.3 +Unique numbers tracked: 10 +Numeric values distribution: + 140: 10 (50.0%) + 70: 2 (10.0%) + 116: 1 (5.0%) + 73: 1 (5.0%) + 78: 1 (5.0%) + 93: 1 (5.0%) + 67: 1 (5.0%) + 16: 1 (5.0%) + 88: 1 (5.0%) + 94: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 40,750/40,750 (100.0%) +Types: NoneType:40,730, int:20 +Null/Empty: null:40,730 +Numeric values: 20 total +Numeric range: min:21, max:140, avg:127.0 +Numeric std dev: 32.1 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 17 (85.0%) + 70: 2 (10.0%) + 21: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 45.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Obsession: What The War on Terror Is Really About': 3 (0.0%) + 'Cyworld Lands on Myspace': 2 (0.0%) + 'What You Can't Say': 2 (0.0%) + 'Mel Gibson's Mug Shot': 2 (0.0%) + 'Slide Show: Pageant of the Masters': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 40,750/40,750 (100.0%) +Types: str:40,750 +String length avg: 70.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.cariartis.com/displayimage.php?album=2&...': 2 (0.0%) + 'http://www.nytimes.com/2006/08/01/business/01train...': 2 (0.0%) + 'http://www.nytimes.com/2006/08/01/science/01alch.h...': 2 (0.0%) + 'http://www.nytimes.com/2006/08/01/business/media/0...': 2 (0.0%) + 'http://video.google.com/videoplay?docid=6162397493...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 40,750/40,750 (100.0%) +Types: str:32,882, NoneType:7,868 +Null/Empty: null:7,868 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,387 (98.5%) + 'promo_adult_nsfw': 495 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 37,598/40,750 (92.3%) +Types: list:37,598 +Null/Empty: empty_arr:37,598 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 37,598/40,750 (92.3%) +Types: str:37,598 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 37,598 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 64/40,750 (0.2%) +Types: bool:64 +Booleans: true:64 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 18/40,750 (0.0%) +Types: str:18 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 18 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 18/40,750 (0.0%) +Types: dict:18 + +================================================================================ + +================================================================================ +FILE: RS_2006-09.jsonl +Analysis Time: 2026-01-15 06:09:03 +================================================================================ +Total lines: 54,043 +Processed lines: 54,043 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:54,043 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 384 (0.7%) + 'nytimes': 349 (0.6%) + 'niels_eier': 188 (0.3%) + 'namhuy': 119 (0.2%) + 'cynthia_arizona': 92 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:49,740, str:4,303 +Null/Empty: null:49,740, empty_str:4,303 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:49,740, str:4,303 +Null/Empty: null:49,740 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,303 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:44,943 (83.2%), false:9,100 (16.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:49,740 (92.0%), false:4,303 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Numeric range: min:1,157,068,946, max:1,159,660,772, avg:1158305701.2 +Numeric std dev: 685925.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 230 (0.4%) + 'web.namhuy.org': 111 (0.2%) + 'snarkygossip.com': 28 (0.1%) + 'chiroarts.com': 23 (0.0%) + 'slate.com': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fur1': 1 (0.0%) + 'furf': 1 (0.0%) + 'furl': 1 (0.0%) + 'furq': 1 (0.0%) + 'fus7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:27,436 (50.8%), false:26,607 (49.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 54,043/54,043 (100.0%) +Types: list:54,043 +Null/Empty: empty_arr:54,043 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 54,043/54,043 (100.0%) +Types: dict:54,043 +Null/Empty: empty_obj:54,043 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:49,061 (90.8%), false:4,982 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Numeric range: min:0, max:242, avg:0.9 +Numeric std dev: 5.7 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:692 (1.3%), false:53,351 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 54,043/54,043 (100.0%) +Types: str:45,404, NoneType:8,639 +Null/Empty: null:8,639 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 44,943 (99.0%) + 'promo_adult_nsfw': 461 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/fur1/allwebmenus_pro_42628/': 1 (0.0%) + '/r/reddit.com/comments/furf/in_all_things_diversif...': 1 (0.0%) + '/r/reddit.com/comments/furl/odd_couple_alert_paris...': 1 (0.0%) + '/r/reddit.com/comments/furq/gang_hand_signs/': 1 (0.0%) + '/r/reddit.com/comments/fus7/i_wish_i_had_a_penguin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 54,043/54,043 (100.0%) +Types: int:54,043 +Numeric values: 54,043 total +Numeric range: min:0, max:916, avg:3.8 +Numeric std dev: 27.3 +Unique numbers tracked: 361 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,043 +Null/Empty: null:54,043 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 54,043/54,043 (100.0%) +Types: dict:54,043 +Null/Empty: empty_obj:54,043 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +Null/Empty: empty_str:53,024 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,019 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:54,043 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 54,043/54,043 (100.0%) +Types: bool:54,043 +Booleans: true:0 (0.0%), false:54,043 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 9.7 +Unique strings tracked: 22 +Top 5 string values: + 'reddit.com': 43,661 (80.8%) + 'nytimes': 3,705 (6.9%) + 'lipstick.com': 3,217 (6.0%) + 'programming': 1,249 (2.3%) + 'nsfw': 461 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 4.6 +Unique strings tracked: 22 +Top 5 string values: + 't5_6': 43,661 (80.8%) + 't5_9wby': 3,705 (6.9%) + 't5_4k4c': 3,217 (6.0%) + 't5_2fwo': 1,249 (2.3%) + 't5_vf2': 461 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 11.7 +Unique strings tracked: 22 +Top 5 string values: + 'r/reddit.com': 43,661 (80.8%) + 'r/nytimes': 3,705 (6.9%) + 'r/lipstick.com': 3,217 (6.0%) + 'r/programming': 1,249 (2.3%) + 'r/nsfw': 461 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 'archived': 43,661 (80.8%) + 'public': 10,345 (19.1%) + 'restricted': 37 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:53,828, str:215 +Null/Empty: null:53,828 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'new': 215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 7.0 +Unique strings tracked: 15 +Top 5 string values: + 'default': 54,029 (100.0%) + 'https://b.thumbs.redditmedia.com/sVJTONifsJxHlttO3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/qUXS8RaHj65_1Cr8O...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/3OmvF3Op8cElJ4A1r...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/fpixQp1Ctmf6hVbO9...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,023, int:20 +Null/Empty: null:54,023 +Numeric values: 20 total +Numeric range: min:70, max:140, avg:106.5 +Numeric std dev: 30.8 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 8 (40.0%) + 70: 4 (20.0%) + 73: 2 (10.0%) + 134: 1 (5.0%) + 82: 1 (5.0%) + 96: 1 (5.0%) + 80: 1 (5.0%) + 99: 1 (5.0%) + 93: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 54,043/54,043 (100.0%) +Types: NoneType:54,023, int:20 +Null/Empty: null:54,023 +Numeric values: 20 total +Numeric range: min:70, max:140, avg:126.0 +Numeric std dev: 28.0 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 16 (80.0%) + 70: 4 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 45.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Day 182 - Can You Do This?': 3 (0.0%) + 'Software Featuritis, or Why Checklists are Bad': 2 (0.0%) + 'Pacinos World': 2 (0.0%) + 'After Five Sets, Agassi Is the One Standing': 2 (0.0%) + 'Slide Show: Port Sulfer Copes With Katrina Afterma...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 54,043/54,043 (100.0%) +Types: str:54,043 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://365parent.blogspot.com/2006/08/day-182-can-...': 3 (0.0%) + 'http://www.nytimes.com/2006/08/27/business/yourmon...': 2 (0.0%) + 'http://www.thumbnailpages.com/pacinos-world': 2 (0.0%) + 'http://www.joelonsoftware.com/items/2006/09/01.htm...': 2 (0.0%) + 'http://www.doxaliber.it/schizofrenie-del-consumism...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 54,043/54,043 (100.0%) +Types: str:45,404, NoneType:8,639 +Null/Empty: null:8,639 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 44,900 (98.9%) + 'promo_adult_nsfw': 504 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 49,740/54,043 (92.0%) +Types: list:49,740 +Null/Empty: empty_arr:49,740 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 49,740/54,043 (92.0%) +Types: str:49,740 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 49,740 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 44/54,043 (0.1%) +Types: bool:44 +Booleans: true:44 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 14/54,043 (0.0%) +Types: str:14 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 14 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 14/54,043 (0.0%) +Types: dict:14 + +================================================================================ + +================================================================================ +FILE: RS_2006-10.jsonl +Analysis Time: 2026-01-15 06:09:06 +================================================================================ +Total lines: 38,333 +Processed lines: 38,333 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:38,333 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 177 (0.5%) + 'nytimes': 162 (0.4%) + 'slate_': 16 (0.0%) + 'Fedquip': 15 (0.0%) + 'idyll': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:34,821, str:3,512 +Null/Empty: null:34,821, empty_str:3,512 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:34,821, str:3,512 +Null/Empty: null:34,821 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,512 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:30,874 (80.5%), false:7,459 (19.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:34,821 (90.8%), false:3,512 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:1,159,660,980, max:1,162,339,159, avg:1160994906.8 +Numeric std dev: 761185.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 157 (0.4%) + 'youtube.com': 25 (0.1%) + 'news.yahoo.com': 12 (0.0%) + 'slate.com': 11 (0.0%) + 'news.bbc.co.uk': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 38,332 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'kecv': 1 (0.0%) + 'ked5': 1 (0.0%) + 'ked6': 1 (0.0%) + 'keda': 1 (0.0%) + 'kedg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:26,818 (70.0%), false:11,515 (30.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 38,333/38,333 (100.0%) +Types: list:38,333 +Null/Empty: empty_arr:38,333 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,333 +Null/Empty: null:38,333 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,332, dict:1 +Null/Empty: null:38,332 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 38,333/38,333 (100.0%) +Types: dict:38,333 +Null/Empty: empty_obj:38,332 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:33,106 (86.4%), false:5,227 (13.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:326, avg:1.3 +Numeric std dev: 7.3 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 38,332 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:629 (1.6%), false:37,704 (98.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 38,333/38,333 (100.0%) +Types: str:31,270, NoneType:7,063 +Null/Empty: null:7,063 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 30,874 (98.7%) + 'promo_adult_nsfw': 396 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/kecv/balloon_vs_liquid_nitr...': 1 (0.0%) + '/r/reddit.com/comments/ked5/the_revolutionary_way_...': 1 (0.0%) + '/r/reddit.com/comments/ked6/worlds_smallest_cheese...': 1 (0.0%) + '/r/lipstick.com/comments/keda/fergie_mtvs_making_t...': 1 (0.0%) + '/r/reddit.com/comments/kedg/saudis_build_550mile_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 38,333/38,333 (100.0%) +Types: int:38,333 +Numeric values: 38,333 total +Numeric range: min:0, max:1,591, avg:5.8 +Numeric std dev: 34.8 +Unique numbers tracked: 359 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,332, dict:1 +Null/Empty: null:38,332 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 38,333/38,333 (100.0%) +Types: dict:38,333 +Null/Empty: empty_obj:38,332 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +Null/Empty: empty_str:37,202 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,131 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:38,333 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 38,333/38,333 (100.0%) +Types: bool:38,333 +Booleans: true:0 (0.0%), false:38,333 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 9.7 +Unique strings tracked: 32 +Top 5 string values: + 'reddit.com': 29,195 (76.2%) + 'lipstick.com': 3,253 (8.5%) + 'nytimes': 2,233 (5.8%) + 'programming': 1,322 (3.4%) + 'nsfw': 396 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 4.7 +Unique strings tracked: 32 +Top 5 string values: + 't5_6': 29,195 (76.2%) + 't5_4k4c': 3,253 (8.5%) + 't5_9wby': 2,233 (5.8%) + 't5_2fwo': 1,322 (3.4%) + 't5_vf2': 396 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 11.7 +Unique strings tracked: 32 +Top 5 string values: + 'r/reddit.com': 29,195 (76.2%) + 'r/lipstick.com': 3,253 (8.5%) + 'r/nytimes': 2,233 (5.8%) + 'r/programming': 1,322 (3.4%) + 'r/nsfw': 396 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 29,195 (76.2%) + 'public': 9,117 (23.8%) + 'restricted': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:37,728, str:605 +Null/Empty: null:37,728 +String length avg: 6.7 +Unique strings tracked: 2 +String values distribution: + 'confidence': 317 (52.4%) + 'new': 288 (47.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 7.0 +Unique strings tracked: 10 +String values distribution: + 'default': 38,324 (100.0%) + 'https://b.thumbs.redditmedia.com/uxHC1JlM0VZlk7act...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/EXTUNT4SUvdRJenSK...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/W2rp9dGu3I_8X3jBv...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/1cJ4ee_n7Dq70ZWZ0...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/A6JgBTEP05xVPdCkm...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/YEVro466cgzLxGdG3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/1C40VC0yN4plL6jf4...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/DBCXvwONOANqjuTDR...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/6xYfljxdxGBEYHeiL...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,317, int:16 +Null/Empty: null:38,317 +Numeric values: 16 total +Numeric range: min:69, max:140, avg:98.5 +Numeric std dev: 27.3 +Unique numbers tracked: 9 +Numeric values distribution: + 73: 4 (25.0%) + 140: 4 (25.0%) + 105: 2 (12.5%) + 69: 1 (6.2%) + 111: 1 (6.2%) + 70: 1 (6.2%) + 79: 1 (6.2%) + 96: 1 (6.2%) + 89: 1 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 38,333/38,333 (100.0%) +Types: NoneType:38,317, int:16 +Null/Empty: null:38,317 +Numeric values: 16 total +Numeric range: min:70, max:140, avg:131.2 +Numeric std dev: 23.2 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 14 (87.5%) + 70: 2 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 46.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A Transcendent Voice': 3 (0.0%) + 'T-Pain Blow Ya Mind': 3 (0.0%) + 'The Difficulties Ahead': 2 (0.0%) + 'Hot Rods With a Gothic Touch': 2 (0.0%) + 'Trinidadian Treasures': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 38,333/38,333 (100.0%) +Types: str:38,333 +String length avg: 69.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2006/10/01/washington/01fol...': 3 (0.0%) + 'http://www.toxicmagazine.com/?p=332': 2 (0.0%) + 'http://becomingmissional.blogspot.com/2006/10/miss...': 2 (0.0%) + 'http://www.toxicmagazine.com/631.shtml': 2 (0.0%) + 'http://techblogbiz.blogspot.com/2006/10/top-10-swi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 38,333/38,333 (100.0%) +Types: str:31,270, NoneType:7,063 +Null/Empty: null:7,063 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 30,794 (98.5%) + 'promo_adult_nsfw': 476 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 34,821/38,333 (90.8%) +Types: list:34,821 +Null/Empty: empty_arr:34,821 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 34,821/38,333 (90.8%) +Types: str:34,821 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 34,821 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,326/38,333 (16.5%) +Types: int:6,326 +Numeric values: 6,326 total +Numeric range: min:1,522,494,303, max:1,522,494,745, avg:1522494519.5 +Numeric std dev: 117.6 +Unique numbers tracked: 356 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 314/38,333 (0.8%) +Types: bool:314 +Booleans: true:0 (0.0%), false:314 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 57/38,333 (0.1%) +Types: bool:57 +Booleans: true:57 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 9/38,333 (0.0%) +Types: str:9 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 9/38,333 (0.0%) +Types: dict:9 + +================================================================================ + +================================================================================ +FILE: RS_2006-11.jsonl +Analysis Time: 2026-01-15 06:09:08 +================================================================================ +Total lines: 36,824 +Processed lines: 36,824 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:36,824 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 176 (0.5%) + 'igeldard': 29 (0.1%) + 'slate_': 21 (0.1%) + 'marymary': 21 (0.1%) + 'fandango': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:32,906, str:3,918 +Null/Empty: null:32,906, empty_str:3,918 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,820, str:4 +Null/Empty: null:36,820 +String length avg: 6.2 +Unique strings tracked: 2 +String values distribution: + 'compsci': 3 (75.0%) + 'chem': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,820, str:4 +Null/Empty: null:36,820 +String length avg: 24.0 +Unique strings tracked: 2 +String values distribution: + 'MS | Computer Science': 3 (75.0%) + 'PhD | Synthetic Organic Chemistry': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:32,906, str:3,918 +Null/Empty: null:32,906 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,918 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:32,800 (89.1%), false:4,024 (10.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:32,906 (89.4%), false:3,918 (10.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:1,162,339,207, max:1,164,930,877, avg:1163640741.7 +Numeric std dev: 768849.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,824 +Null/Empty: null:36,824 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'slate.com': 27 (0.1%) + 'news.bbc.co.uk': 20 (0.1%) + 'people.monstersandcritics.com': 18 (0.0%) + 'reddit.com': 18 (0.0%) + 'youtube.com': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ooro': 1 (0.0%) + 'oorx': 1 (0.0%) + 'oorz': 1 (0.0%) + 'oos5': 1 (0.0%) + 'oos9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:25,199 (68.4%), false:11,625 (31.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,824 +Null/Empty: null:36,824 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,824/36,824 (100.0%) +Types: list:36,824 +Null/Empty: empty_arr:36,824 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,824 +Null/Empty: null:36,824 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,822, dict:2 +Null/Empty: null:36,822 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,824/36,824 (100.0%) +Types: dict:36,824 +Null/Empty: empty_obj:36,822 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:31,921 (86.7%), false:4,903 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:0, max:373, avg:1.5 +Numeric std dev: 8.6 +Unique numbers tracked: 135 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:344 (0.9%), false:36,480 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 36,824/36,824 (100.0%) +Types: str:32,885, NoneType:3,939 +Null/Empty: null:3,939 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,800 (99.7%) + 'promo_adult_nsfw': 85 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 65.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/ooro/broad_naval_deployment...': 1 (0.0%) + '/r/reddit.com/comments/oorx/50inch_panasonic_plasm...': 1 (0.0%) + '/r/reddit.com/comments/oorz/tired_of_all_the_relig...': 1 (0.0%) + '/r/reddit.com/comments/oos5/google_gadgets/': 1 (0.0%) + '/r/reddit.com/comments/oos9/dove_evolution_clip_no...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:1,522,494,745, max:1,522,497,280, avg:1522496070.5 +Numeric std dev: 720.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,824/36,824 (100.0%) +Types: int:36,824 +Numeric values: 36,824 total +Numeric range: min:0, max:2,457, avg:6.4 +Numeric std dev: 39.3 +Unique numbers tracked: 378 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,822, dict:2 +Null/Empty: null:36,822 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,824/36,824 (100.0%) +Types: dict:36,824 +Null/Empty: empty_obj:36,822 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +Null/Empty: empty_str:35,495 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,329 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:36,824 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,824/36,824 (100.0%) +Types: bool:36,824 +Booleans: true:0 (0.0%), false:36,824 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 9.8 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 30,354 (82.4%) + 'lipstick.com': 2,380 (6.5%) + 'programming': 1,365 (3.7%) + 'science': 1,035 (2.8%) + 'slate': 353 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 4.5 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 30,354 (82.4%) + 't5_4k4c': 2,380 (6.5%) + 't5_2fwo': 1,365 (3.7%) + 't5_mouw': 1,035 (2.8%) + 't5_a03b': 353 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 11.8 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 30,354 (82.4%) + 'r/lipstick.com': 2,380 (6.5%) + 'r/programming': 1,365 (3.7%) + 'r/science': 1,035 (2.8%) + 'r/slate': 353 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 30,354 (82.4%) + 'public': 6,449 (17.5%) + 'restricted': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:35,490, str:1,334 +Null/Empty: null:35,490 +String length avg: 8.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,035 (77.6%) + 'new': 299 (22.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 7.0 +Unique strings tracked: 14 +Top 5 string values: + 'default': 36,811 (100.0%) + 'https://b.thumbs.redditmedia.com/ViTcH7cQ_tddeR9RD...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/JULwzWaQdDrxGHeqv...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/in0ZyWye2k1Llc62z...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/rziJ_ZqeoyvX2P6E0...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,806, int:18 +Null/Empty: null:36,806 +Numeric values: 18 total +Numeric range: min:16, max:140, avg:106.9 +Numeric std dev: 34.8 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 8 (44.4%) + 105: 2 (11.1%) + 82: 2 (11.1%) + 78: 1 (5.6%) + 95: 1 (5.6%) + 16: 1 (5.6%) + 99: 1 (5.6%) + 70: 1 (5.6%) + 73: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,824/36,824 (100.0%) +Types: NoneType:36,806, int:18 +Null/Empty: null:36,806 +Numeric values: 18 total +Numeric range: min:16, max:140, avg:129.2 +Numeric std dev: 31.8 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 16 (88.9%) + 16: 1 (5.6%) + 70: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 45.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ''House' recap: A scarily good Halloween return': 2 (0.0%) + 'Playboy's Mansion Halloween Party 2006': 2 (0.0%) + 'Crocheting the Hyperbolic Plane': 2 (0.0%) + 'Barack Obama's The Audacity of Hope: Debating th...': 2 (0.0%) + 'On Empowerment: 3 Key Principles': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,824/36,824 (100.0%) +Types: str:36,824 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://poprocks.blogs.pennlive.com/default.asp?ite...': 2 (0.0%) + 'http://intogossip.blogspot.com/2006/10/playboys-ma...': 2 (0.0%) + 'http://www.math.cornell.edu/~dwh/papers/crochet/cr...': 2 (0.0%) + 'http://www.digitaldigressions.net/blog/2006/10/on_...': 2 (0.0%) + 'http://poprocks.blogs.pennlive.com/default.asp?ite...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 36,824/36,824 (100.0%) +Types: str:32,885, NoneType:3,939 +Null/Empty: null:3,939 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 32,681 (99.4%) + 'promo_adult_nsfw': 204 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 32,906/36,824 (89.4%) +Types: list:32,906 +Null/Empty: empty_arr:32,902 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 32,906/36,824 (89.4%) +Types: str:32,906 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 32,902 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,035/36,824 (2.8%) +Types: bool:1,035 +Booleans: true:0 (0.0%), false:1,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 59/36,824 (0.2%) +Types: bool:59 +Booleans: true:59 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 13/36,824 (0.0%) +Types: str:13 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 13 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 13/36,824 (0.0%) +Types: dict:13 + +================================================================================ + +================================================================================ +FILE: RS_2006-12.jsonl +Analysis Time: 2026-01-15 06:09:11 +================================================================================ +Total lines: 36,434 +Processed lines: 36,434 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:36,434 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 176 (0.5%) + 'kkrizka': 62 (0.2%) + 'igeldard': 50 (0.1%) + 'motzer': 25 (0.1%) + 'gizmo': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:32,993, str:3,441 +Null/Empty: null:32,993, empty_str:3,441 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,430, str:4 +Null/Empty: null:36,430 +String length avg: 8.5 +Unique strings tracked: 2 +String values distribution: + 'compsci': 2 (50.0%) + ' reward2': 2 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,432, str:2 +Null/Empty: null:36,432 +String length avg: 21.5 +Unique strings tracked: 2 +String values distribution: + 'MS | Computer Science': 1 (50.0%) + 'PhD | Computer Science': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:32,993, str:3,441 +Null/Empty: null:32,993 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 3,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:33,242 (91.2%), false:3,192 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:32,993 (90.6%), false:3,441 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:1,164,931,281, max:1,167,609,517, avg:1166193290.1 +Numeric std dev: 749140.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'slate.com': 22 (0.1%) + 'youtube.com': 20 (0.1%) + 'news.yahoo.com': 13 (0.0%) + 'scienceblogs.com': 11 (0.0%) + 'washingtonpost.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5vi': 1 (0.0%) + 't5vn': 1 (0.0%) + 't5vu': 1 (0.0%) + 't5vy': 1 (0.0%) + 't5wa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:24,285 (66.7%), false:12,149 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 36,434/36,434 (100.0%) +Types: list:36,434 +Null/Empty: empty_arr:36,434 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 36,434/36,434 (100.0%) +Types: dict:36,434 +Null/Empty: empty_obj:36,434 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:31,199 (85.6%), false:5,235 (14.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:0, max:259, avg:1.6 +Numeric std dev: 8.1 +Unique numbers tracked: 133 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:258 (0.7%), false:36,176 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 36,434/36,434 (100.0%) +Types: str:33,262, NoneType:3,172 +Null/Empty: null:3,172 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 33,242 (99.9%) + 'promo_adult_nsfw': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/programming/comments/t5vi/a_tutorial_on_the_exp...': 1 (0.0%) + '/r/reddit.com/comments/t5vn/helpful_tips_for_ensna...': 1 (0.0%) + '/r/reddit.com/comments/t5vu/qarase_says_divine_int...': 1 (0.0%) + '/r/reddit.com/comments/t5vy/welcome_to_the_bill_ga...': 1 (0.0%) + '/r/reddit.com/comments/t5wa/realkicom_the_real_est...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:1,522,497,280, max:1,522,499,860, avg:1522498684.3 +Numeric std dev: 806.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 36,434/36,434 (100.0%) +Types: int:36,434 +Numeric values: 36,434 total +Numeric range: min:0, max:915, avg:6.0 +Numeric std dev: 33.2 +Unique numbers tracked: 372 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,434 +Null/Empty: null:36,434 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 36,434/36,434 (100.0%) +Types: dict:36,434 +Null/Empty: empty_obj:36,434 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +Null/Empty: empty_str:35,062 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,372 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:36,434 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 36,434/36,434 (100.0%) +Types: bool:36,434 +Booleans: true:0 (0.0%), false:36,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 9.8 +Unique strings tracked: 26 +Top 5 string values: + 'reddit.com': 30,499 (83.7%) + 'lipstick.com': 1,877 (5.2%) + 'programming': 1,533 (4.2%) + 'science': 1,166 (3.2%) + 'ja': 292 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 4.5 +Unique strings tracked: 26 +Top 5 string values: + 't5_6': 30,499 (83.7%) + 't5_4k4c': 1,877 (5.2%) + 't5_2fwo': 1,533 (4.2%) + 't5_mouw': 1,166 (3.2%) + 't5_22i6': 292 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 11.8 +Unique strings tracked: 26 +Top 5 string values: + 'r/reddit.com': 30,499 (83.7%) + 'r/lipstick.com': 1,877 (5.2%) + 'r/programming': 1,533 (4.2%) + 'r/science': 1,166 (3.2%) + 'r/ja': 292 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 30,499 (83.7%) + 'public': 5,907 (16.2%) + 'restricted': 28 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:34,975, str:1,459 +Null/Empty: null:34,975 +String length avg: 8.6 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,167 (80.0%) + 'new': 292 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 7.0 +Unique strings tracked: 17 +Top 5 string values: + 'default': 36,418 (100.0%) + 'https://b.thumbs.redditmedia.com/X4EkeIMf8tHvBNghp...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/veh0tbt64G2eEdl7u...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/HdFRqFew2joAePZHn...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/BKhGgchz3mfNAfAZi...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,411, int:23 +Null/Empty: null:36,411 +Numeric values: 23 total +Numeric range: min:37, max:140, avg:106.0 +Numeric std dev: 31.5 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 8 (34.8%) + 104: 4 (17.4%) + 105: 2 (8.7%) + 70: 1 (4.3%) + 92: 1 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 36,434/36,434 (100.0%) +Types: NoneType:36,411, int:23 +Null/Empty: null:36,411 +Numeric values: 23 total +Numeric range: min:70, max:140, avg:133.9 +Numeric std dev: 19.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 21 (91.3%) + 70: 2 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 46.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '(rands) Chas the Deer': 3 (0.0%) + 'US unveils new citizenship test': 2 (0.0%) + 'Three weeks after winning Congress, the Democrats ...': 2 (0.0%) + 'Salma Hayek huge rack': 2 (0.0%) + 'A tutorial on the expressiveness and universality ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 36,434/36,434 (100.0%) +Types: str:36,434 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.randsinrepose.com/archives/2006/11/27/c...': 3 (0.0%) + 'http://fandumb.wordpress.com/2006/11/30/adult-swim...': 2 (0.0%) + 'http://python.about.com/od/gettingstarted/ss/chris...': 2 (0.0%) + 'http://www.codinghorror.com/blog/archives/000735.h...': 2 (0.0%) + 'http://www.drunkhollywood.com/2006/12/01/salma-hay...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 36,434/36,434 (100.0%) +Types: str:33,262, NoneType:3,172 +Null/Empty: null:3,172 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 33,132 (99.6%) + 'promo_adult_nsfw': 130 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 32,993/36,434 (90.6%) +Types: list:32,993 +Null/Empty: empty_arr:32,991 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 32,993/36,434 (90.6%) +Types: str:32,993 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 32,991 (100.0%) + 'richtext': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:0 (0.0%), false:1,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:0 (0.0%), false:1,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:1 (0.1%), false:1,165 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,166/36,434 (3.2%) +Types: bool:1,166 +Booleans: true:0 (0.0%), false:1,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 16/36,434 (0.0%) +Types: str:16 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 16 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 16/36,434 (0.0%) +Types: dict:16 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 15/36,434 (0.0%) +Types: bool:15 +Booleans: true:15 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2007.txt b/analysis/original_schema_analysis/submissions/analysis_report_2007.txt new file mode 100644 index 0000000000000000000000000000000000000000..be8419a866d17b3119d486deae7222826294950b --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2007.txt @@ -0,0 +1,6105 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2007 +Analysis Started: 2026-01-15 06:09:17 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2007-01.jsonl +Analysis Time: 2026-01-15 06:09:22 +================================================================================ +Total lines: 43,725 +Processed lines: 43,725 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:43,725 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 141 (0.3%) + 'igeldard': 51 (0.1%) + 'mklink': 42 (0.1%) + 'motzer': 28 (0.1%) + 'dalziel': 26 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:39,659, str:4,066 +Null/Empty: null:39,659, empty_str:4,066 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,717, str:8 +Null/Empty: null:43,717 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'bio': 5 (62.5%) + 'chem': 2 (25.0%) + ' reward2': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,718, str:7 +Null/Empty: null:43,718 +String length avg: 35.9 +Unique strings tracked: 2 +String values distribution: + 'BS | Zoology | Ecology and Entomology': 5 (71.4%) + 'PhD | Synthetic Organic Chemistry': 2 (28.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:39,659, str:4,066 +Null/Empty: null:39,659 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,066 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:40,397 (92.4%), false:3,328 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:39,659 (90.7%), false:4,066 (9.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:1,167,609,826, max:1,170,287,753, avg:1169001391.5 +Numeric std dev: 766714.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,725 +Null/Empty: null:43,725 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 19 (0.0%) + 'news.bbc.co.uk': 18 (0.0%) + 'nytimes.com': 16 (0.0%) + 'news.yahoo.com': 15 (0.0%) + 'washingtonpost.com': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'wl3v': 1 (0.0%) + 'wl4m': 1 (0.0%) + 'wl4t': 1 (0.0%) + 'wl50': 1 (0.0%) + 'wl51': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:28,233 (64.6%), false:15,492 (35.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, str:1 +Null/Empty: null:43,724 +String length avg: 3.0 +Unique strings tracked: 1 +String values distribution: + 'env': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 43,725/43,725 (100.0%) +Types: list:43,725 +Null/Empty: empty_arr:43,724 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, str:1 +Null/Empty: null:43,724 +String length avg: 11.0 +Unique strings tracked: 1 +String values distribution: + 'Environment': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 43,724 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, dict:1 +Null/Empty: null:43,724 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 43,725/43,725 (100.0%) +Types: dict:43,725 +Null/Empty: empty_obj:43,724 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:37,923 (86.7%), false:5,802 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:0, max:373, avg:1.8 +Numeric std dev: 9.8 +Unique numbers tracked: 155 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:254 (0.6%), false:43,471 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 43,725/43,725 (100.0%) +Types: str:40,413, NoneType:3,312 +Null/Empty: null:3,312 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 40,397 (100.0%) + 'promo_adult_nsfw': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/wl3v/a_guide_for_newbies_in...': 1 (0.0%) + '/r/reddit.com/comments/wl4m/brand_new_saw_4_traile...': 1 (0.0%) + '/r/reddit.com/comments/wl4t/the_worst_films_of_200...': 1 (0.0%) + '/r/reddit.com/comments/wl50/a_classic_reddit_threa...': 1 (0.0%) + '/r/reddit.com/comments/wl51/13_easy_ways_to_safegu...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:1,522,499,860, max:1,522,676,473, avg:1522502873.7 +Numeric std dev: 16435.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 43,725/43,725 (100.0%) +Types: int:43,725 +Numeric values: 43,725 total +Numeric range: min:0, max:1,228, avg:6.5 +Numeric std dev: 39.5 +Unique numbers tracked: 431 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,724, dict:1 +Null/Empty: null:43,724 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 43,725/43,725 (100.0%) +Types: dict:43,725 +Null/Empty: empty_obj:43,724 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +Null/Empty: empty_str:41,966 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 1,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:43,725 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 43,725/43,725 (100.0%) +Types: bool:43,725 +Booleans: true:0 (0.0%), false:43,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 9.9 +Unique strings tracked: 25 +Top 5 string values: + 'reddit.com': 36,962 (84.5%) + 'programming': 2,178 (5.0%) + 'lipstick.com': 2,124 (4.9%) + 'science': 1,195 (2.7%) + 'ja': 282 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 4.5 +Unique strings tracked: 25 +Top 5 string values: + 't5_6': 36,962 (84.5%) + 't5_2fwo': 2,178 (5.0%) + 't5_4k4c': 2,124 (4.9%) + 't5_mouw': 1,195 (2.7%) + 't5_22i6': 282 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 11.9 +Unique strings tracked: 25 +Top 5 string values: + 'r/reddit.com': 36,962 (84.5%) + 'r/programming': 2,178 (5.0%) + 'r/lipstick.com': 2,124 (4.9%) + 'r/science': 1,195 (2.7%) + 'r/ja': 282 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 36,962 (84.5%) + 'public': 6,727 (15.4%) + 'restricted': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:42,247, str:1,478 +Null/Empty: null:42,247 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,196 (80.9%) + 'new': 282 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 7.0 +Unique strings tracked: 16 +Top 5 string values: + 'default': 43,710 (100.0%) + 'https://b.thumbs.redditmedia.com/vN6EAX5yxSYlXHGBv...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/1_ub2hVOPhJNY3yM-...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/6NQOZhivRvIfeTCLE...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/3EUQT5O7aSdGGgx80...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,707, int:18 +Null/Empty: null:43,707 +Numeric values: 18 total +Numeric range: min:52, max:140, avg:103.9 +Numeric std dev: 31.4 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 7 (38.9%) + 70: 4 (22.2%) + 104: 1 (5.6%) + 105: 1 (5.6%) + 94: 1 (5.6%) + 80: 1 (5.6%) + 96: 1 (5.6%) + 79: 1 (5.6%) + 52: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 43,725/43,725 (100.0%) +Types: NoneType:43,707, int:18 +Null/Empty: null:43,707 +Numeric values: 18 total +Numeric range: min:70, max:140, avg:124.4 +Numeric std dev: 29.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 14 (77.8%) + 70: 4 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 46.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cool Image': 3 (0.0%) + 'No Second Chance For Miss Nevada': 2 (0.0%) + 'Lindsay Lohan For Public Office?': 2 (0.0%) + 'Lingerie Model Jennifer Ellison': 2 (0.0%) + 'Criss Angel Signs His DVD at Borders': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 43,725/43,725 (100.0%) +Types: str:43,725 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://katekretz.blogspot.com/2006/12/blessed-art-...': 2 (0.0%) + 'http://celebgossips.blogspot.com/2007/01/no-second...': 2 (0.0%) + 'http://celebgossips.blogspot.com/2007/01/lindsay-l...': 2 (0.0%) + 'http://celebphotodirect.com/2007/01/01/midnight-ta...': 2 (0.0%) + 'http://realityexploits.com/2007/01/01/criss-angel-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 43,725/43,725 (100.0%) +Types: str:40,413, NoneType:3,312 +Null/Empty: null:3,312 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 40,275 (99.7%) + 'promo_adult_nsfw': 138 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 39,659/43,725 (90.7%) +Types: list:39,659 +Null/Empty: empty_arr:39,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 39,659/43,725 (90.7%) +Types: str:39,659 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 39,652 (100.0%) + 'richtext': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,195/43,725 (2.7%) +Types: bool:1,195 +Booleans: true:0 (0.0%), false:1,195 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15/43,725 (0.0%) +Types: str:15 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 15/43,725 (0.0%) +Types: dict:15 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 9/43,725 (0.0%) +Types: bool:9 +Booleans: true:9 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2007-02.jsonl +Analysis Time: 2026-01-15 06:09:25 +================================================================================ +Total lines: 47,317 +Processed lines: 47,317 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:47,317 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 144 (0.3%) + 'motzer': 27 (0.1%) + 'ravzz': 13 (0.0%) + 'gizmo': 12 (0.0%) + 'biscuitgirl': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:42,424, str:4,893 +Null/Empty: null:42,424, empty_str:4,893 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,301, str:16 +Null/Empty: null:47,301 +String length avg: 8.4 +Unique strings tracked: 3 +String values distribution: + ' reward2': 12 (75.0%) + 'chem': 2 (12.5%) + 'bio': 2 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,313, str:4 +Null/Empty: null:47,313 +String length avg: 35.0 +Unique strings tracked: 2 +String values distribution: + 'PhD | Synthetic Organic Chemistry': 2 (50.0%) + 'BS | Zoology | Ecology and Entomology': 2 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:42,424, str:4,893 +Null/Empty: null:42,424 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,893 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:43,363 (91.6%), false:3,954 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:42,424 (89.7%), false:4,893 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:1,170,288,089, max:1,172,707,085, avg:1171542375.3 +Numeric std dev: 700014.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,317 +Null/Empty: null:47,317 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 20 (0.0%) + 'reddit.com': 13 (0.0%) + 'news.bbc.co.uk': 11 (0.0%) + 'nytimes.com': 11 (0.0%) + 'news.yahoo.com': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '128ow': 1 (0.0%) + '128ox': 1 (0.0%) + '128p4': 1 (0.0%) + '128pc': 1 (0.0%) + '128pf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:31,286 (66.1%), false:16,031 (33.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,317 +Null/Empty: null:47,317 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 47,317/47,317 (100.0%) +Types: list:47,317 +Null/Empty: empty_arr:47,317 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,317 +Null/Empty: null:47,317 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,316, dict:1 +Null/Empty: null:47,316 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 47,317/47,317 (100.0%) +Types: dict:47,317 +Null/Empty: empty_obj:47,316 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:38,548 (81.5%), false:8,769 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:0, max:395, avg:2.0 +Numeric std dev: 10.5 +Unique numbers tracked: 177 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:285 (0.6%), false:47,032 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 47,317/47,317 (100.0%) +Types: str:43,425, NoneType:3,892 +Null/Empty: null:3,892 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 43,363 (99.9%) + 'promo_adult_nsfw': 62 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/128ow/bc_sextuplets_seized_...': 1 (0.0%) + '/r/reddit.com/comments/128ox/yummy_creative_rice_a...': 1 (0.0%) + '/r/reddit.com/comments/128p4/pro_football_salaries...': 1 (0.0%) + '/r/reddit.com/comments/128pc/it_was_in_july_1805_a...': 1 (0.0%) + '/r/reddit.com/comments/128pf/amazing_pictures_of_a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:1,522,503,363, max:1,522,676,437, avg:1522508130.3 +Numeric std dev: 23697.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 47,317/47,317 (100.0%) +Types: int:47,317 +Numeric values: 47,317 total +Numeric range: min:0, max:1,963, avg:8.1 +Numeric std dev: 46.7 +Unique numbers tracked: 492 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,316, dict:1 +Null/Empty: null:47,316 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 47,317/47,317 (100.0%) +Types: dict:47,317 +Null/Empty: empty_obj:47,316 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +Null/Empty: empty_str:45,303 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,014 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:47,317 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 47,317/47,317 (100.0%) +Types: bool:47,317 +Booleans: true:0 (0.0%), false:47,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 9.9 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 39,671 (83.8%) + 'lipstick.com': 2,404 (5.1%) + 'programming': 2,263 (4.8%) + 'science': 1,384 (2.9%) + 'features': 302 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 4.5 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 39,671 (83.8%) + 't5_4k4c': 2,404 (5.1%) + 't5_2fwo': 2,263 (4.8%) + 't5_mouw': 1,384 (2.9%) + 't5_21n6': 302 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 11.9 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 39,671 (83.8%) + 'r/lipstick.com': 2,404 (5.1%) + 'r/programming': 2,263 (4.8%) + 'r/science': 1,384 (2.9%) + 'r/features': 302 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 39,671 (83.8%) + 'public': 7,491 (15.8%) + 'restricted': 155 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:45,706, str:1,611 +Null/Empty: null:45,706 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,384 (85.9%) + 'new': 227 (14.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 7.0 +Unique strings tracked: 16 +Top 5 string values: + 'default': 47,302 (100.0%) + 'https://b.thumbs.redditmedia.com/uxsaiWdiyzuba-p2o...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/BssOitSsZmCRgCYbJ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/tROV_VPHYC3Hzozqx...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/S1nrnWdzwAxDdfCRP...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,299, int:18 +Null/Empty: null:47,299 +Numeric values: 18 total +Numeric range: min:25, max:140, avg:96.2 +Numeric std dev: 37.6 +Unique numbers tracked: 11 +Top 5 numeric values: + 140: 6 (33.3%) + 104: 2 (11.1%) + 73: 2 (11.1%) + 54: 1 (5.6%) + 70: 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 47,317/47,317 (100.0%) +Types: NoneType:47,299, int:18 +Null/Empty: null:47,299 +Numeric values: 18 total +Numeric range: min:70, max:140, avg:128.3 +Numeric std dev: 26.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 15 (83.3%) + 70: 3 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 48.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Milf Lessons - Puma Swede': 2 (0.0%) + 'Tyra Named One of the 99 Most Desirable Women': 2 (0.0%) + 'Brooke Burke Named One of the 99 Most Desirable Wo...': 2 (0.0%) + 'You'll laugh Until You Cry at These Funny Shirts!': 2 (0.0%) + 'Heidi Klum Named One of the 99 Most Desirable Wome...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 47,317/47,317 (100.0%) +Types: str:47,317 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.gothflik.com/milf-lessons-puma-swede/': 2 (0.0%) + 'http://realityexploits.com/2007/01/31/tyra-named-o...': 2 (0.0%) + 'http://realityexploits.com/2007/01/31/brooke-burke...': 2 (0.0%) + 'http://www.bizofshowbiz.com/2007/01/uma_thurman_ma...': 2 (0.0%) + 'http://www.myspace.com/FunnyShirtsHere': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 47,317/47,317 (100.0%) +Types: str:43,425, NoneType:3,892 +Null/Empty: null:3,892 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 43,264 (99.6%) + 'promo_adult_nsfw': 161 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 42,424/47,317 (89.7%) +Types: list:42,424 +Null/Empty: empty_arr:42,420 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 42,424/47,317 (89.7%) +Types: str:42,424 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 42,420 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,384/47,317 (2.9%) +Types: bool:1,384 +Booleans: true:0 (0.0%), false:1,384 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 57/47,317 (0.1%) +Types: bool:57 +Booleans: true:57 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15/47,317 (0.0%) +Types: str:15 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'link': 14 (93.3%) + 'rich:video': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 15/47,317 (0.0%) +Types: dict:15 + +================================================================================ + +================================================================================ +FILE: RS_2007-03.jsonl +Analysis Time: 2026-01-15 06:09:30 +================================================================================ +Total lines: 58,642 +Processed lines: 58,642 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:58,642 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 190 (0.3%) + 'tia-marie': 38 (0.1%) + 'keen75': 29 (0.0%) + 'smacfarl': 19 (0.0%) + 'linuxer': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:53,272, str:5,370 +Null/Empty: null:53,272, empty_str:5,370 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,618, str:24 +Null/Empty: null:58,618 +String length avg: 6.7 +Unique strings tracked: 3 +String values distribution: + ' reward2': 12 (50.0%) + 'bio': 11 (45.8%) + 'compsci': 1 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,630, str:12 +Null/Empty: null:58,630 +String length avg: 35.7 +Unique strings tracked: 2 +String values distribution: + 'BS | Zoology | Ecology and Entomology': 11 (91.7%) + 'MS | Computer Science': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:53,272, str:5,370 +Null/Empty: null:53,272 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 5,370 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:54,013 (92.1%), false:4,629 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:53,272 (90.8%), false:5,370 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:1,172,707,227, max:1,175,385,502, avg:1174082440.4 +Numeric std dev: 767597.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 19 (0.0%) + 'youtube.com': 13 (0.0%) + 'washingtonpost.com': 12 (0.0%) + 'news.yahoo.com': 11 (0.0%) + 'nytimes.com': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '174te': 1 (0.0%) + '174tf': 1 (0.0%) + '174tm': 1 (0.0%) + '174tn': 1 (0.0%) + '174tv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:36,882 (62.9%), false:21,760 (37.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 58,642/58,642 (100.0%) +Types: list:58,642 +Null/Empty: empty_arr:58,642 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 58,642/58,642 (100.0%) +Types: dict:58,642 +Null/Empty: empty_obj:58,642 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:47,442 (80.9%), false:11,200 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:0, max:851, avg:1.8 +Numeric std dev: 10.7 +Unique numbers tracked: 187 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:292 (0.5%), false:58,350 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 58,642/58,642 (100.0%) +Types: str:54,064, NoneType:4,578 +Null/Empty: null:4,578 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 54,013 (99.9%) + 'promo_adult_nsfw': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/174te/how_to_remember_names...': 1 (0.0%) + '/r/reddit.com/comments/174tf/escaped_orangutan_ter...': 1 (0.0%) + '/r/reddit.com/comments/174tm/sleazy_ebay_auctions_...': 1 (0.0%) + '/r/reddit.com/comments/174tn/where_does_the_whippe...': 1 (0.0%) + '/r/reddit.com/comments/174tv/adobe_to_take_photosh...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:1,522,506,197, max:1,522,676,379, avg:1522509596.4 +Numeric std dev: 14940.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 58,642/58,642 (100.0%) +Types: int:58,642 +Numeric values: 58,642 total +Numeric range: min:0, max:1,309, avg:7.4 +Numeric std dev: 42.6 +Unique numbers tracked: 493 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,642 +Null/Empty: null:58,642 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 58,642/58,642 (100.0%) +Types: dict:58,642 +Null/Empty: empty_obj:58,642 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +Null/Empty: empty_str:56,491 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,151 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:58,642 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 58,642/58,642 (100.0%) +Types: bool:58,642 +Booleans: true:0 (0.0%), false:58,642 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 9.9 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 49,995 (85.3%) + 'lipstick.com': 2,662 (4.5%) + 'programming': 2,218 (3.8%) + 'science': 1,745 (3.0%) + 'features': 439 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 4.4 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 49,995 (85.3%) + 't5_4k4c': 2,662 (4.5%) + 't5_2fwo': 2,218 (3.8%) + 't5_mouw': 1,745 (3.0%) + 't5_21n6': 439 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 11.9 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 49,995 (85.3%) + 'r/lipstick.com': 2,662 (4.5%) + 'r/programming': 2,218 (3.8%) + 'r/science': 1,745 (3.0%) + 'r/features': 439 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 49,995 (85.3%) + 'public': 8,518 (14.5%) + 'restricted': 129 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:56,527, str:2,115 +Null/Empty: null:56,527 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,747 (82.6%) + 'new': 368 (17.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 7.0 +Unique strings tracked: 16 +Top 5 string values: + 'default': 58,627 (100.0%) + 'https://a.thumbs.redditmedia.com/PMklnT5uZ9BAmE9hp...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/4CayQBbdFAODFti6m...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/xAVZcbLUc8WzTCeFW...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/pNYrpfZbIY2IOsr2X...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,622, int:20 +Null/Empty: null:58,622 +Numeric values: 20 total +Numeric range: min:19, max:140, avg:98.5 +Numeric std dev: 33.4 +Unique numbers tracked: 11 +Top 5 numeric values: + 105: 5 (25.0%) + 140: 5 (25.0%) + 70: 2 (10.0%) + 29: 1 (5.0%) + 107: 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 58,642/58,642 (100.0%) +Types: NoneType:58,622, int:20 +Null/Empty: null:58,622 +Numeric values: 20 total +Numeric range: min:70, max:140, avg:133.0 +Numeric std dev: 21.0 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 18 (90.0%) + 70: 2 (10.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 47.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Adobe to take Photoshop online': 2 (0.0%) + 'James Blunt Under Investigation For Hit & Run ...': 2 (0.0%) + '“Big Pussy” Bows Out': 2 (0.0%) + 'Scientists probe 'hole in Earth'': 2 (0.0%) + 'amazing': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 58,642/58,642 (100.0%) +Types: str:58,642 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.dotspotter.com/news/66423_James_Blunt_U...': 2 (0.0%) + 'http://realityexploits.com/2007/02/28/big-pussy-bo...': 2 (0.0%) + 'http://www.digitaldigressions.net/blog/2007/03/how...': 2 (0.0%) + 'http://www.dotspotter.com/news/67904_Paris_Hilton_...': 2 (0.0%) + 'http://glosslip.com/2007/03/01/heather-mills-to-wi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 58,642/58,642 (100.0%) +Types: str:54,064, NoneType:4,578 +Null/Empty: null:4,578 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 53,918 (99.7%) + 'promo_adult_nsfw': 146 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 53,272/58,642 (90.8%) +Types: list:53,272 +Null/Empty: empty_arr:53,260 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 53,272/58,642 (90.8%) +Types: str:53,272 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 53,260 (100.0%) + 'richtext': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,745/58,642 (3.0%) +Types: bool:1,745 +Booleans: true:0 (0.0%), false:1,745 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 300/58,642 (0.5%) +Types: bool:300 +Booleans: true:300 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 15/58,642 (0.0%) +Types: str:15 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 15 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 15/58,642 (0.0%) +Types: dict:15 + +================================================================================ + +================================================================================ +FILE: RS_2007-04.jsonl +Analysis Time: 2026-01-15 06:09:34 +================================================================================ +Total lines: 61,544 +Processed lines: 61,544 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:61,544 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 127 (0.2%) + 'r2002': 19 (0.0%) + 'hitsman': 16 (0.0%) + 'cnwb': 13 (0.0%) + 'linuxer': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:56,958, str:4,586 +Null/Empty: null:56,958, empty_str:4,586 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,507, str:37 +Null/Empty: null:61,507 +String length avg: 5.2 +Unique strings tracked: 4 +String values distribution: + 'bio': 13 (35.1%) + 'eng': 12 (32.4%) + ' reward2': 11 (29.7%) + 'compsci': 1 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,518, str:26 +Null/Empty: null:61,518 +String length avg: 25.8 +Unique strings tracked: 3 +String values distribution: + 'BS | Zoology | Ecology and Entomology': 13 (50.0%) + 'PhD | Robotics': 12 (46.2%) + 'BS | Computer Science': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:56,958, str:4,586 +Null/Empty: null:56,958 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:56,837 (92.4%), false:4,707 (7.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:56,958 (92.5%), false:4,586 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:1,175,385,615, max:1,177,977,581, avg:1176687273.1 +Numeric std dev: 742102.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,544 +Null/Empty: null:61,544 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 22 (0.0%) + 'youtube.com': 16 (0.0%) + 'nytimes.com': 13 (0.0%) + 'intogossip.blogspot.com': 11 (0.0%) + 'google.com': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ed3w': 1 (0.0%) + '1ed3x': 1 (0.0%) + '1ed4b': 1 (0.0%) + '1ed4i': 1 (0.0%) + '1ed4y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:33,550 (54.5%), false:27,994 (45.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,544 +Null/Empty: null:61,544 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 61,544/61,544 (100.0%) +Types: list:61,544 +Null/Empty: empty_arr:61,544 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,544 +Null/Empty: null:61,544 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,541, dict:3 +Null/Empty: null:61,541 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 61,544/61,544 (100.0%) +Types: dict:61,544 +Null/Empty: empty_obj:61,541 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:50,879 (82.7%), false:10,665 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:0, max:816, avg:2.0 +Numeric std dev: 11.4 +Unique numbers tracked: 192 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 61,543 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:291 (0.5%), false:61,253 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 61,544/61,544 (100.0%) +Types: str:56,877, NoneType:4,667 +Null/Empty: null:4,667 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 56,837 (99.9%) + 'promo_adult_nsfw': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/1ed3w/how_to_start_your_own...': 1 (0.0%) + '/r/reddit.com/comments/1ed3x/help_me_get_a_job_wit...': 1 (0.0%) + '/r/reddit.com/comments/1ed4b/abylon_reader/': 1 (0.0%) + '/r/reddit.com/comments/1ed4i/rosa_parks_translates...': 1 (0.0%) + '/r/reddit.com/comments/1ed4y/i_saw_you_comics_base...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:1,522,510,326, max:1,522,514,839, avg:1522512568.0 +Numeric std dev: 1299.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 61,544/61,544 (100.0%) +Types: int:61,544 +Numeric values: 61,544 total +Numeric range: min:0, max:1,655, avg:7.2 +Numeric std dev: 44.5 +Unique numbers tracked: 518 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:61,541, dict:3 +Null/Empty: null:61,541 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 61,544/61,544 (100.0%) +Types: dict:61,544 +Null/Empty: empty_obj:61,541 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +Null/Empty: empty_str:59,380 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,164 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:61,544 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 61,544/61,544 (100.0%) +Types: bool:61,544 +Booleans: true:0 (0.0%), false:61,544 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 9.9 +Unique strings tracked: 27 +Top 5 string values: + 'reddit.com': 52,736 (85.7%) + 'lipstick.com': 2,831 (4.6%) + 'programming': 2,317 (3.8%) + 'science': 1,675 (2.7%) + 'features': 446 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 4.4 +Unique strings tracked: 27 +Top 5 string values: + 't5_6': 52,736 (85.7%) + 't5_4k4c': 2,831 (4.6%) + 't5_2fwo': 2,317 (3.8%) + 't5_mouw': 1,675 (2.7%) + 't5_21n6': 446 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 11.9 +Unique strings tracked: 27 +Top 5 string values: + 'r/reddit.com': 52,736 (85.7%) + 'r/lipstick.com': 2,831 (4.6%) + 'r/programming': 2,317 (3.8%) + 'r/science': 1,675 (2.7%) + 'r/features': 446 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 52,736 (85.7%) + 'public': 8,697 (14.1%) + 'restricted': 111 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 61,544/61,544 (100.0%) +Types: NoneType:59,531, str:2,013 +Null/Empty: null:59,531 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,680 (83.5%) + 'new': 333 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 21 +Top 5 string values: + 'default': 61,523 (100.0%) + 'https://b.thumbs.redditmedia.com/AH4d3KT2p4dbhpjg2...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/KVI1kNK7R2UtnCNwL...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/1peeCCJnH5l_csRU8...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/oaOh7bfBffVr7i__a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 48.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youvi's bookmarks on del.icio.us': 2 (0.0%) + 'Myspace layouts - Myspace Codes - MySpace Backgrou...': 2 (0.0%) + 'Mac OS X running on Apple TV': 2 (0.0%) + 'Lindsay Lohan cleaned up her nails': 2 (0.0%) + 'Brooke Burns Sexy Pictorial': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 61,544/61,544 (100.0%) +Types: str:61,544 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.drunkhollywood.com/2007/04/01/lindsay-l...': 2 (0.0%) + 'http://celebs.pictorials.us/pictures/models/brooke...': 2 (0.0%) + 'http://celebrity-gossipz.blogspot.com/2007/04/come...': 2 (0.0%) + 'http://celebs.pictorials.us/news/gossip/paris-hilt...': 2 (0.0%) + 'http://www.associatedcontent.com/article/146700/ho...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 61,544/61,544 (100.0%) +Types: str:56,877, NoneType:4,667 +Null/Empty: null:4,667 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 56,729 (99.7%) + 'promo_adult_nsfw': 148 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 61,543/61,544 (100.0%) +Types: NoneType:61,522, int:21 +Null/Empty: null:61,522 +Numeric values: 21 total +Numeric range: min:52, max:140, avg:108.6 +Numeric std dev: 27.6 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 8 (38.1%) + 105: 3 (14.3%) + 93: 2 (9.5%) + 70: 2 (9.5%) + 92: 2 (9.5%) + 81: 1 (4.8%) + 99: 1 (4.8%) + 52: 1 (4.8%) + 104: 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 61,543/61,544 (100.0%) +Types: NoneType:61,522, int:21 +Null/Empty: null:61,522 +Numeric values: 21 total +Numeric range: min:70, max:140, avg:130.0 +Numeric std dev: 24.5 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 18 (85.7%) + 70: 3 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 56,958/61,544 (92.5%) +Types: list:56,958 +Null/Empty: empty_arr:56,932 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 56,958/61,544 (92.5%) +Types: str:56,958 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 56,932 (100.0%) + 'richtext': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,675/61,544 (2.7%) +Types: bool:1,675 +Booleans: true:0 (0.0%), false:1,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 304/61,544 (0.5%) +Types: bool:304 +Booleans: true:304 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 19/61,544 (0.0%) +Types: str:19 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 17 (89.5%) + 'rich:video': 1 (5.3%) + 'image': 1 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 19/61,544 (0.0%) +Types: dict:19 + +================================================================================ + +================================================================================ +FILE: RS_2007-05.jsonl +Analysis Time: 2026-01-15 06:09:39 +================================================================================ +Total lines: 65,098 +Processed lines: 65,098 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:65,098 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 90 (0.1%) + 'Flemlord': 15 (0.0%) + 'ravzz': 14 (0.0%) + 'linuxer': 12 (0.0%) + 'martinbishop': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:60,453, str:4,645 +Null/Empty: null:60,453, empty_str:4,645 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,085, str:13 +Null/Empty: null:65,085 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'eng': 7 (53.8%) + 'bio': 4 (30.8%) + ' reward2': 2 (15.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,087, str:11 +Null/Empty: null:65,087 +String length avg: 23.6 +Unique strings tracked: 3 +String values distribution: + 'PhD | Robotics': 7 (63.6%) + 'BS | Zoology | Ecology and Entomology': 3 (27.3%) + 'PhD | Microbiology and Immunology|Synthetic Biolog...': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:60,453, str:4,645 +Null/Empty: null:60,453 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,645 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:62,238 (95.6%), false:2,860 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:60,453 (92.9%), false:4,645 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:1,177,977,640, max:1,180,655,943, avg:1179291411.0 +Numeric std dev: 786977.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,098 +Null/Empty: null:65,098 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 15 (0.0%) + 'news.bbc.co.uk': 11 (0.0%) + 'news.yahoo.com': 9 (0.0%) + 'slate.com': 9 (0.0%) + 'msnbc.msn.com': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1madt': 1 (0.0%) + '1madu': 1 (0.0%) + '1madw': 1 (0.0%) + '1mae1': 1 (0.0%) + '1mae4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:34,806 (53.5%), false:30,292 (46.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,098 +Null/Empty: null:65,098 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 65,098/65,098 (100.0%) +Types: list:65,098 +Null/Empty: empty_arr:65,098 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,098 +Null/Empty: null:65,098 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,096, dict:2 +Null/Empty: null:65,096 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 65,098/65,098 (100.0%) +Types: dict:65,098 +Null/Empty: empty_obj:65,096 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:51,485 (79.1%), false:13,613 (20.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:0, max:571, avg:2.4 +Numeric std dev: 13.1 +Unique numbers tracked: 227 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:304 (0.5%), false:64,794 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 65,098/65,098 (100.0%) +Types: str:62,341, NoneType:2,757 +Null/Empty: null:2,757 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 62,238 (99.8%) + 'promo_adult_nsfw': 103 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/science/comments/1madt/international_journal_fo...': 1 (0.0%) + '/r/reddit.com/comments/1madu/world_of_warcraft_pla...': 1 (0.0%) + '/r/reddit.com/comments/1madw/ford_shelby_developin...': 1 (0.0%) + '/r/reddit.com/comments/1mae1/british_history_timel...': 1 (0.0%) + '/r/reddit.com/comments/1mae4/relationshipshow_to_h...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:1,522,514,841, max:1,522,519,885, avg:1522517445.7 +Numeric std dev: 1462.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 65,098/65,098 (100.0%) +Types: int:65,098 +Numeric values: 65,098 total +Numeric range: min:0, max:1,449, avg:8.1 +Numeric std dev: 45.5 +Unique numbers tracked: 551 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,096, dict:2 +Null/Empty: null:65,096 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 65,098/65,098 (100.0%) +Types: dict:65,098 +Null/Empty: empty_obj:65,096 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +Null/Empty: empty_str:62,922 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,176 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:65,098 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 65,098/65,098 (100.0%) +Types: bool:65,098 +Booleans: true:0 (0.0%), false:65,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 9.8 +Unique strings tracked: 27 +Top 5 string values: + 'reddit.com': 57,779 (88.8%) + 'programming': 2,497 (3.8%) + 'science': 1,832 (2.8%) + 'lipstick.com': 796 (1.2%) + 'features': 393 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 4.3 +Unique strings tracked: 27 +Top 5 string values: + 't5_6': 57,779 (88.8%) + 't5_2fwo': 2,497 (3.8%) + 't5_mouw': 1,832 (2.8%) + 't5_4k4c': 796 (1.2%) + 't5_21n6': 393 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 11.8 +Unique strings tracked: 27 +Top 5 string values: + 'r/reddit.com': 57,779 (88.8%) + 'r/programming': 2,497 (3.8%) + 'r/science': 1,832 (2.8%) + 'r/lipstick.com': 796 (1.2%) + 'r/features': 393 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 7.8 +Unique strings tracked: 3 +String values distribution: + 'archived': 57,779 (88.8%) + 'public': 7,178 (11.0%) + 'restricted': 141 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:62,920, str:2,178 +Null/Empty: null:62,920 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,834 (84.2%) + 'new': 344 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 7.0 +Unique strings tracked: 25 +Top 5 string values: + 'default': 65,074 (100.0%) + 'https://a.thumbs.redditmedia.com/4EVOlj_yeGMHQfWoJ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/mqpSvEHQ9DFNTBiQ6...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/JKV9g_THZujPXoATP...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/EcIPNWmOihsjGql7-...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,070, int:28 +Null/Empty: null:65,070 +Numeric values: 28 total +Numeric range: min:44, max:140, avg:98.2 +Numeric std dev: 31.5 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 65,098/65,098 (100.0%) +Types: NoneType:65,070, int:28 +Null/Empty: null:65,070 +Numeric values: 28 total +Numeric range: min:70, max:140, avg:132.5 +Numeric std dev: 21.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 25 (89.3%) + 70: 3 (10.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 50.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Sarah Jessica Parker Blasts Young Stars as "Vulgar...': 2 (0.0%) + 'Commission Junction - A Review': 2 (0.0%) + 'Venezuela pulling out of IMF, World Bank': 2 (0.0%) + 'International Journal for Creation Research calls ...': 1 (0.0%) + 'World Of Warcraft Player Gets A Real Beatdown From...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 65,098/65,098 (100.0%) +Types: str:65,098 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.bizofshowbiz.com/2007/04/sarah_jessica_...': 2 (0.0%) + 'http://www.theinquirer.net/default.aspx?article=39...': 2 (0.0%) + 'http://stupac2.blogspot.com/2007/04/international-...': 1 (0.0%) + 'http://www.funtechtalk.com/world-of-warcraft-playe...': 1 (0.0%) + 'http://automen.blogspot.com/2007/04/ford-shelby-de...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 65,098/65,098 (100.0%) +Types: str:62,341, NoneType:2,757 +Null/Empty: null:2,757 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 62,147 (99.7%) + 'promo_adult_nsfw': 194 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 60,453/65,098 (92.9%) +Types: list:60,453 +Null/Empty: empty_arr:60,442 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 60,453/65,098 (92.9%) +Types: str:60,453 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 60,442 (100.0%) + 'richtext': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,832/65,098 (2.8%) +Types: bool:1,832 +Booleans: true:0 (0.0%), false:1,832 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 149/65,098 (0.2%) +Types: bool:149 +Booleans: true:149 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24/65,098 (0.0%) +Types: str:24 +String length avg: 4.5 +Unique strings tracked: 2 +String values distribution: + 'link': 22 (91.7%) + 'rich:video': 2 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24/65,098 (0.0%) +Types: dict:24 + +================================================================================ + +================================================================================ +FILE: RS_2007-06.jsonl +Analysis Time: 2026-01-15 06:09:44 +================================================================================ +Total lines: 62,693 +Processed lines: 62,693 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:62,693 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 116 (0.2%) + 'gregwont': 65 (0.1%) + 'badfeng': 34 (0.1%) + 'igeldard': 22 (0.0%) + 'morandomdanu': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:57,852, str:4,841 +Null/Empty: null:57,852, empty_str:4,841 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,674, str:19 +Null/Empty: null:62,674 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'eng': 12 (63.2%) + 'bio': 4 (21.1%) + ' reward2': 3 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,677, str:16 +Null/Empty: null:62,677 +String length avg: 19.8 +Unique strings tracked: 2 +String values distribution: + 'PhD | Robotics': 12 (75.0%) + 'BS | Zoology | Ecology and Entomology': 4 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:57,852, str:4,841 +Null/Empty: null:57,852 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 4,841 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:60,777 (96.9%), false:1,916 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:57,852 (92.3%), false:4,841 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:1,180,656,045, max:1,183,247,875, avg:1181974944.7 +Numeric std dev: 749711.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.yahoo.com': 26 (0.0%) + 'reuters.com': 26 (0.0%) + 'news.bbc.co.uk': 22 (0.0%) + 'youtube.com': 14 (0.0%) + 'nytimes.com': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1v3sg': 1 (0.0%) + '1v3sk': 1 (0.0%) + '1v3st': 1 (0.0%) + '1v3su': 1 (0.0%) + '1v3t1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:32,980 (52.6%), false:29,713 (47.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 62,693/62,693 (100.0%) +Types: list:62,693 +Null/Empty: empty_arr:62,693 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 62,693/62,693 (100.0%) +Types: dict:62,693 +Null/Empty: empty_obj:62,693 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:49,350 (78.7%), false:13,343 (21.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:0, max:591, avg:2.7 +Numeric std dev: 14.2 +Unique numbers tracked: 234 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:246 (0.4%), false:62,447 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 62,693/62,693 (100.0%) +Types: str:60,850, NoneType:1,843 +Null/Empty: null:1,843 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 60,777 (99.9%) + 'promo_adult_nsfw': 73 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/1v3sg/numbers_web_sites/': 1 (0.0%) + '/r/reddit.com/comments/1v3sk/iraq_ceasefire_the_re...': 1 (0.0%) + '/r/reddit.com/comments/1v3st/the_economics_behind_...': 1 (0.0%) + '/r/reddit.com/comments/1v3su/ebay_buys_stumbleupon...': 1 (0.0%) + '/r/reddit.com/comments/1v3t1/neocons_the_cicadas_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:1,522,519,885, max:1,522,676,347, avg:1522523504.2 +Numeric std dev: 15162.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 62,693/62,693 (100.0%) +Types: int:62,693 +Numeric values: 62,693 total +Numeric range: min:0, max:1,818, avg:8.2 +Numeric std dev: 45.2 +Unique numbers tracked: 529 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,693 +Null/Empty: null:62,693 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 62,693/62,693 (100.0%) +Types: dict:62,693 +Null/Empty: empty_obj:62,693 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +Null/Empty: empty_str:60,208 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 2,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:62,693 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 62,693/62,693 (100.0%) +Types: bool:62,693 +Booleans: true:0 (0.0%), false:62,693 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 9.8 +Unique strings tracked: 24 +Top 5 string values: + 'reddit.com': 56,126 (89.5%) + 'programming': 2,439 (3.9%) + 'science': 1,922 (3.1%) + 'features': 444 (0.7%) + 'freeculture': 316 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 4.3 +Unique strings tracked: 24 +Top 5 string values: + 't5_6': 56,126 (89.5%) + 't5_2fwo': 2,439 (3.9%) + 't5_mouw': 1,922 (3.1%) + 't5_21n6': 444 (0.7%) + 't5_49zi': 316 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 11.8 +Unique strings tracked: 24 +Top 5 string values: + 'r/reddit.com': 56,126 (89.5%) + 'r/programming': 2,439 (3.9%) + 'r/science': 1,922 (3.1%) + 'r/features': 444 (0.7%) + 'r/freeculture': 316 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 7.8 +Unique strings tracked: 3 +String values distribution: + 'archived': 56,126 (89.5%) + 'public': 6,423 (10.2%) + 'restricted': 144 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:60,460, str:2,233 +Null/Empty: null:60,460 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'confidence': 1,922 (86.1%) + 'new': 311 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 7.0 +Unique strings tracked: 26 +Top 5 string values: + 'default': 62,668 (100.0%) + 'https://a.thumbs.redditmedia.com/NB0GQsIZmbETikRIx...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/l8-9rEEx1BICvF05s...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/xFPRqUxK5-SW73K7U...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/sWCBotCwC6LGPoB31...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,668, int:25 +Null/Empty: null:62,668 +Numeric values: 25 total +Numeric range: min:50, max:140, avg:93.2 +Numeric std dev: 26.6 +Unique numbers tracked: 14 +Top 5 numeric values: + 70: 4 (16.0%) + 140: 4 (16.0%) + 104: 2 (8.0%) + 78: 2 (8.0%) + 100: 2 (8.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 62,693/62,693 (100.0%) +Types: NoneType:62,668, int:25 +Null/Empty: null:62,668 +Numeric values: 25 total +Numeric range: min:50, max:140, avg:122.4 +Numeric std dev: 31.5 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 19 (76.0%) + 70: 5 (20.0%) + 50: 1 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 50.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cool Image': 3 (0.0%) + 'Myspace layouts - Myspace Codes - MySpace Backgrou...': 2 (0.0%) + 'Note to Yahoo: Hold the applause on Rogers': 2 (0.0%) + '628 Sickened by Recalled Peanut Butter': 2 (0.0%) + 'NUMBERS & WEB SITES': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 62,693/62,693 (100.0%) +Types: str:62,693 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.codinghorror.com/blog/archives/000878.h...': 2 (0.0%) + 'http://cms.pridedepot.com/modules/wordpress/?p=963': 2 (0.0%) + 'http://arstechnica.com/news.ars/post/20070531-new-...': 2 (0.0%) + 'http://www.nola.com/hurricane/t-p/index.ssf?/base/...': 1 (0.0%) + 'http://pundits.thehill.com/2007/05/31/iraq-cease-f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 62,693/62,693 (100.0%) +Types: str:60,850, NoneType:1,843 +Null/Empty: null:1,843 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 60,718 (99.8%) + 'promo_adult_nsfw': 132 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 57,852/62,693 (92.3%) +Types: list:57,852 +Null/Empty: empty_arr:57,836 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 57,852/62,693 (92.3%) +Types: str:57,852 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 57,836 (100.0%) + 'richtext': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 1,922/62,693 (3.1%) +Types: bool:1,922 +Booleans: true:0 (0.0%), false:1,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 185/62,693 (0.3%) +Types: bool:185 +Booleans: true:185 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 24/62,693 (0.0%) +Types: str:24 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'link': 24 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 24/62,693 (0.0%) +Types: dict:24 + +================================================================================ + +================================================================================ +FILE: RS_2007-07.jsonl +Analysis Time: 2026-01-15 06:09:49 +================================================================================ +Total lines: 73,248 +Processed lines: 73,248 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:73,248 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 144 (0.2%) + 'Usgab': 44 (0.1%) + 'igeldard': 25 (0.0%) + 'moonmeadow': 20 (0.0%) + 'gregwont': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:66,307, str:6,941 +Null/Empty: null:66,307, empty_str:6,941 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,239, str:9 +Null/Empty: null:73,239 +String length avg: 3.0 +Unique strings tracked: 2 +String values distribution: + 'eng': 7 (77.8%) + 'bio': 2 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,239, str:9 +Null/Empty: null:73,239 +String length avg: 19.1 +Unique strings tracked: 2 +String values distribution: + 'PhD | Robotics': 7 (77.8%) + 'BS | Zoology | Ecology and Entomology': 2 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:66,307, str:6,941 +Null/Empty: null:66,307 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 6,941 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:71,510 (97.6%), false:1,738 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:66,307 (90.5%), false:6,941 (9.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:1,183,248,114, max:1,185,926,257, avg:1184631103.3 +Numeric std dev: 765893.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,248 +Null/Empty: null:73,248 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 36 (0.0%) + 'news.bbc.co.uk': 17 (0.0%) + 'squidoo.com': 16 (0.0%) + 'nytimes.com': 13 (0.0%) + 'news.yahoo.com': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '22ju4': 1 (0.0%) + '22ju5': 1 (0.0%) + '22ju6': 1 (0.0%) + '22juf': 1 (0.0%) + '22jus': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:39,423 (53.8%), false:33,825 (46.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,248 +Null/Empty: null:73,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 73,248/73,248 (100.0%) +Types: list:73,248 +Null/Empty: empty_arr:73,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,248 +Null/Empty: null:73,248 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,247, dict:1 +Null/Empty: null:73,247 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 73,248/73,248 (100.0%) +Types: dict:73,248 +Null/Empty: empty_obj:73,247 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:57,752 (78.8%), false:15,496 (21.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:0, max:565, avg:2.7 +Numeric std dev: 14.5 +Unique numbers tracked: 243 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:226 (0.3%), false:73,022 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 73,248/73,248 (100.0%) +Types: str:71,554, NoneType:1,694 +Null/Empty: null:1,694 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 71,510 (99.9%) + 'promo_adult_nsfw': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/22ju4/nine_cool_things_you_...': 1 (0.0%) + '/r/reddit.com/comments/22ju5/britney_spears_pop_ca...': 1 (0.0%) + '/r/reddit.com/comments/22ju6/モチクリーム_大評判のコムサのモチクリーム...': 1 (0.0%) + '/r/reddit.com/comments/22juf/which_of_these_five_g...': 1 (0.0%) + '/r/reddit.com/comments/22jus/lynch_mob_beats_the_s...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:1,522,524,187, max:1,522,676,310, avg:1522529309.1 +Numeric std dev: 19579.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 73,248/73,248 (100.0%) +Types: int:73,248 +Numeric values: 73,248 total +Numeric range: min:0, max:1,575, avg:7.8 +Numeric std dev: 44.5 +Unique numbers tracked: 551 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:73,247, dict:1 +Null/Empty: null:73,247 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 73,248/73,248 (100.0%) +Types: dict:73,248 +Null/Empty: empty_obj:73,247 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +Null/Empty: empty_str:69,788 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 3,460 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:73,248 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 73,248/73,248 (100.0%) +Types: bool:73,248 +Booleans: true:0 (0.0%), false:73,248 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 9.8 +Unique strings tracked: 28 +Top 5 string values: + 'reddit.com': 65,992 (90.1%) + 'programming': 3,113 (4.2%) + 'science': 2,125 (2.9%) + 'features': 440 (0.6%) + 'freeculture': 391 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 4.3 +Unique strings tracked: 28 +Top 5 string values: + 't5_6': 65,992 (90.1%) + 't5_2fwo': 3,113 (4.2%) + 't5_mouw': 2,125 (2.9%) + 't5_21n6': 440 (0.6%) + 't5_49zi': 391 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 11.8 +Unique strings tracked: 28 +Top 5 string values: + 'r/reddit.com': 65,992 (90.1%) + 'r/programming': 3,113 (4.2%) + 'r/science': 2,125 (2.9%) + 'r/features': 440 (0.6%) + 'r/freeculture': 391 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 7.8 +Unique strings tracked: 3 +String values distribution: + 'archived': 65,992 (90.1%) + 'public': 7,106 (9.7%) + 'restricted': 150 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 73,248/73,248 (100.0%) +Types: NoneType:70,893, str:2,355 +Null/Empty: null:70,893 +String length avg: 9.3 +Unique strings tracked: 2 +String values distribution: + 'confidence': 2,126 (90.3%) + 'new': 229 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 21 +Top 5 string values: + 'default': 73,227 (100.0%) + 'https://a.thumbs.redditmedia.com/6qpU2Y_w_bMIbBsVZ...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/uE70BdN-ypG2o9mrx...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/JNFCDsJsTMxdc6xat...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/3W53ONYrhypzsg1Wm...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 50.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Cool Image': 3 (0.0%) + 'Download this great file from FlyUpload': 3 (0.0%) + 'Blair launches stinging attack on 'absurd' British...': 2 (0.0%) + 'Bush Provokes Britain's Terrorists With: "THIS IS ...': 2 (0.0%) + 'Bush Is Told to Justify Executive Privilege': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 73,248/73,248 (100.0%) +Types: str:73,248 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://observer.guardian.co.uk/review/story/0,,211...': 2 (0.0%) + 'http://www.neomeme.net/2007/02/07/nine-cool-things...': 1 (0.0%) + 'http://musicflag.blogspot.com/2007/06/britney-spea...': 1 (0.0%) + 'http://xn--pck9ayff6byg.269g.net/': 1 (0.0%) + 'http://www.dailymail.co.uk/pages/live/femail/artic...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 73,248/73,248 (100.0%) +Types: str:71,554, NoneType:1,694 +Null/Empty: null:1,694 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 71,420 (99.8%) + 'promo_adult_nsfw': 134 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 73,247/73,248 (100.0%) +Types: NoneType:73,226, int:21 +Null/Empty: null:73,226 +Numeric values: 21 total +Numeric range: min:48, max:140, avg:97.6 +Numeric std dev: 30.9 +Unique numbers tracked: 11 +Top 5 numeric values: + 140: 6 (28.6%) + 70: 3 (14.3%) + 78: 3 (14.3%) + 105: 2 (9.5%) + 111: 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 73,247/73,248 (100.0%) +Types: NoneType:73,226, int:21 +Null/Empty: null:73,226 +Numeric values: 21 total +Numeric range: min:48, max:140, avg:125.6 +Numeric std dev: 29.9 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 17 (81.0%) + 70: 3 (14.3%) + 48: 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 66,307/73,248 (90.5%) +Types: list:66,307 +Null/Empty: empty_arr:66,298 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 66,307/73,248 (90.5%) +Types: str:66,307 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 66,298 (100.0%) + 'richtext': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2,125/73,248 (2.9%) +Types: bool:2,125 +Booleans: true:0 (0.0%), false:2,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 183/73,248 (0.2%) +Types: bool:183 +Booleans: true:183 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 20/73,248 (0.0%) +Types: str:20 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'link': 19 (95.0%) + 'rich:video': 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 20/73,248 (0.0%) +Types: dict:20 + +================================================================================ + +================================================================================ +FILE: RS_2007-08.jsonl +Analysis Time: 2026-01-15 06:09:55 +================================================================================ +Total lines: 84,952 +Processed lines: 84,952 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:84,952 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 130 (0.2%) + 'linuxer': 60 (0.1%) + 'Kimura': 39 (0.0%) + 'Usgab': 20 (0.0%) + 'rmuser': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:77,130, str:7,822 +Null/Empty: null:77,130, empty_str:7,822 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,904, str:48 +Null/Empty: null:84,904 +String length avg: 12.2 +Unique strings tracked: 12 +Top 5 string values: + 'northcarolina-flag': 13 (27.1%) + 'newyork-flag': 7 (14.6%) + 'natgeo two': 6 (12.5%) + 'california-flag': 6 (12.5%) + 'eng': 4 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,905, str:47 +Null/Empty: null:84,905 +String length avg: 14.4 +Unique strings tracked: 11 +Top 5 string values: + 'North Carolina': 13 (27.7%) + 'New York': 7 (14.9%) + 'Brian Howard | Writer': 6 (12.8%) + 'California': 6 (12.8%) + 'PhD | Robotics': 4 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:77,130, str:7,822 +Null/Empty: null:77,130 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 7,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:82,705 (97.4%), false:2,247 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:77,130 (90.8%), false:7,822 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:1,185,926,479, max:1,188,604,777, avg:1187301312.4 +Numeric std dev: 779928.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,952 +Null/Empty: null:84,952 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 18 (0.0%) + 'youtube.com': 14 (0.0%) + 'news.yahoo.com': 10 (0.0%) + 'thisisby.us': 9 (0.0%) + 'nytimes.com': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2b75a': 1 (0.0%) + '2b75i': 1 (0.0%) + '2b75j': 1 (0.0%) + '2b760': 1 (0.0%) + '2b762': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:39,548 (46.6%), false:45,404 (53.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,951, str:1 +Null/Empty: null:84,951 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 84,952/84,952 (100.0%) +Types: list:84,952 +Null/Empty: empty_arr:84,951 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,951, str:1 +Null/Empty: null:84,951 +String length avg: 31.0 +Unique strings tracked: 1 +String values distribution: + 'Non-whitelisted Youtube Channel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 84,951 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,950, dict:2 +Null/Empty: null:84,950 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 84,952/84,952 (100.0%) +Types: dict:84,952 +Null/Empty: empty_obj:84,950 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:71,549 (84.2%), false:13,403 (15.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:0, max:630, avg:2.5 +Numeric std dev: 14.1 +Unique numbers tracked: 250 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:308 (0.4%), false:84,644 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 84,952/84,952 (100.0%) +Types: str:82,760, NoneType:2,192 +Null/Empty: null:2,192 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 82,705 (99.9%) + 'promo_adult_nsfw': 55 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2b75a/justice_for_cambodia/': 1 (0.0%) + '/r/reddit.com/comments/2b75i/strippers_talk_about_...': 1 (0.0%) + '/r/reddit.com/comments/2b75j/mr_samsonite_facebook...': 1 (0.0%) + '/r/reddit.com/comments/2b760/skybus_keeps_on_soari...': 1 (0.0%) + '/r/reddit.com/comments/2b762/outsourcing_old_assum...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:1,522,529,150, max:1,522,534,618, avg:1522531877.2 +Numeric std dev: 1575.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 84,952/84,952 (100.0%) +Types: int:84,952 +Numeric values: 84,952 total +Numeric range: min:0, max:1,842, avg:6.5 +Numeric std dev: 40.5 +Unique numbers tracked: 535 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,950, dict:2 +Null/Empty: null:84,950 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 84,952/84,952 (100.0%) +Types: dict:84,952 +Null/Empty: empty_obj:84,950 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +Null/Empty: empty_str:80,768 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 4,184 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:84,952 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 84,952/84,952 (100.0%) +Types: bool:84,952 +Booleans: true:0 (0.0%), false:84,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 9.8 +Unique strings tracked: 28 +Top 5 string values: + 'reddit.com': 73,363 (86.4%) + 'politics': 3,358 (4.0%) + 'programming': 3,337 (3.9%) + 'science': 2,322 (2.7%) + 'features': 633 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 4.5 +Unique strings tracked: 28 +Top 5 string values: + 't5_6': 73,363 (86.4%) + 't5_2cneq': 3,358 (4.0%) + 't5_2fwo': 3,337 (3.9%) + 't5_mouw': 2,322 (2.7%) + 't5_21n6': 633 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 11.8 +Unique strings tracked: 28 +Top 5 string values: + 'r/reddit.com': 73,363 (86.4%) + 'r/politics': 3,358 (4.0%) + 'r/programming': 3,337 (3.9%) + 'r/science': 2,322 (2.7%) + 'r/features': 633 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 73,363 (86.4%) + 'public': 11,423 (13.4%) + 'restricted': 166 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:82,424, str:2,528 +Null/Empty: null:82,424 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 2,322 (91.9%) + 'new': 206 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 7.0 +Unique strings tracked: 33 +Top 5 string values: + 'default': 84,920 (100.0%) + 'https://b.thumbs.redditmedia.com/iZGzLri_rXJK0G-5I...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/zRwA33vgSaWBAb50u...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/CfrG7eDBGdpVyZ7xO...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/_Jk9s8UwUSQxDV7jt...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,916, int:36 +Null/Empty: null:84,916 +Numeric values: 36 total +Numeric range: min:39, max:140, avg:106.6 +Numeric std dev: 30.4 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 84,952/84,952 (100.0%) +Types: NoneType:84,916, int:36 +Null/Empty: null:84,916 +Numeric values: 36 total +Numeric range: min:50, max:140, avg:131.0 +Numeric std dev: 25.7 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 32 (88.9%) + 50: 2 (5.6%) + 70: 1 (2.8%) + 65: 1 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 49.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Software Imprinting Dilemma': 2 (0.0%) + 'Justice for Cambodia': 1 (0.0%) + 'Strippers Talk About Golf Outing': 1 (0.0%) + 'Mr Samsonite - Facebook is the worst abomination s...': 1 (0.0%) + 'Skybus Keeps on Soaring!': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 84,952/84,952 (100.0%) +Types: str:84,952 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://xkcd.com/297/': 2 (0.0%) + 'http://www.codinghorror.com/blog/archives/000921.h...': 2 (0.0%) + 'http://news.yahoo.com/s/afp/cambodiagenocide;_ylt=...': 1 (0.0%) + 'http://www.nbc10.com/news/13792295/detail.html?dl=...': 1 (0.0%) + 'http://mrsamsonite.blogspot.com/2007/08/facebook-i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 84,952/84,952 (100.0%) +Types: str:82,760, NoneType:2,192 +Null/Empty: null:2,192 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 82,587 (99.8%) + 'promo_adult_nsfw': 173 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 77,130/84,952 (90.8%) +Types: list:77,130 +Null/Empty: empty_arr:77,083 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 77,130/84,952 (90.8%) +Types: str:77,130 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 77,083 (99.9%) + 'richtext': 47 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2,322/84,952 (2.7%) +Types: bool:2,322 +Booleans: true:0 (0.0%), false:2,322 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 222/84,952 (0.3%) +Types: bool:222 +Booleans: true:222 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 32/84,952 (0.0%) +Types: str:32 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 27 (84.4%) + 'image': 4 (12.5%) + 'rich:video': 1 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 32/84,952 (0.0%) +Types: dict:32 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/84,952 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2007-09.jsonl +Analysis Time: 2026-01-15 06:10:02 +================================================================================ +Total lines: 91,294 +Processed lines: 91,294 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:91,294 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 141 (0.2%) + 'duncanmc': 24 (0.0%) + 'rmuser': 12 (0.0%) + 'Bestman0': 10 (0.0%) + 'Aerik': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:82,868, str:8,426 +Null/Empty: null:82,868, empty_str:8,426 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,232, str:62 +Null/Empty: null:91,232 +String length avg: 12.3 +Unique strings tracked: 15 +Top 5 string values: + 'kentucky-flag': 33 (53.2%) + 'northcarolina-flag': 6 (9.7%) + 'NHLLeafs': 4 (6.5%) + 'california-flag': 3 (4.8%) + 'alabama-flag': 2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,242, str:52 +Null/Empty: null:91,242 +String length avg: 11.6 +Unique strings tracked: 11 +Top 5 string values: + 'Kentucky': 33 (63.5%) + 'North Carolina': 6 (11.5%) + 'California': 3 (5.8%) + 'Alabama': 2 (3.8%) + 'PhD | Computer Science': 2 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:82,868, str:8,426 +Null/Empty: null:82,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 8,426 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:88,066 (96.5%), false:3,228 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:82,901 (90.8%), false:8,393 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:1,188,604,801, max:1,191,196,791, avg:1189933048.3 +Numeric std dev: 718007.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,294 +Null/Empty: null:91,294 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 18 (0.0%) + 'news.bbc.co.uk': 14 (0.0%) + 'nytimes.com': 13 (0.0%) + 'news.yahoo.com': 11 (0.0%) + 'thisisby.us': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 91,293 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2kp7y': 1 (0.0%) + '2kp7z': 1 (0.0%) + '2kp85': 1 (0.0%) + '2kp89': 1 (0.0%) + '2kp8h': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:45,870 (50.2%), false:45,424 (49.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, str:1 +Null/Empty: null:91,293 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 91,294/91,294 (100.0%) +Types: list:91,294 +Null/Empty: empty_arr:91,293 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, str:1 +Null/Empty: null:91,293 +String length avg: 31.0 +Unique strings tracked: 1 +String values distribution: + 'Non-whitelisted Youtube Channel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 91,293 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, dict:1 +Null/Empty: null:91,293 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 91,294/91,294 (100.0%) +Types: dict:91,294 +Null/Empty: empty_obj:91,293 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:73,886 (80.9%), false:17,408 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:0, max:9,208, avg:2.8 +Numeric std dev: 34.1 +Unique numbers tracked: 284 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:589 (0.6%), false:90,705 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 91,294/91,294 (100.0%) +Types: str:88,096, NoneType:3,198 +Null/Empty: null:3,198 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 88,066 (100.0%) + 'promo_adult_nsfw': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2kp7y/diy_invisible_book_sh...': 1 (0.0%) + '/r/politics/comments/2kp7z/heartbroken_bush_runs_a...': 1 (0.0%) + '/r/reddit.com/comments/2kp85/founder_of_peets_coff...': 1 (0.0%) + '/r/reddit.com/comments/2kp89/summer_babies_are_mor...': 1 (0.0%) + '/r/reddit.com/comments/2kp8h/in_a_stark_departure_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:1,522,534,618, max:1,522,540,576, avg:1522537634.4 +Numeric std dev: 1721.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 91,294/91,294 (100.0%) +Types: int:91,294 +Numeric values: 91,294 total +Numeric range: min:0, max:2,780, avg:7.4 +Numeric std dev: 47.2 +Unique numbers tracked: 587 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,293, dict:1 +Null/Empty: null:91,293 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 91,294/91,294 (100.0%) +Types: dict:91,294 +Null/Empty: empty_obj:91,293 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +Null/Empty: empty_str:86,883 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 4,411 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:91,294 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 91,294/91,294 (100.0%) +Types: bool:91,294 +Booleans: true:0 (0.0%), false:91,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 9.6 +Unique strings tracked: 34 +Top 5 string values: + 'reddit.com': 73,563 (80.6%) + 'politics': 5,622 (6.2%) + 'programming': 3,253 (3.6%) + 'science': 2,712 (3.0%) + 'entertainment': 808 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 4.7 +Unique strings tracked: 34 +Top 5 string values: + 't5_6': 73,563 (80.6%) + 't5_2cneq': 5,622 (6.2%) + 't5_2fwo': 3,253 (3.6%) + 't5_mouw': 2,712 (3.0%) + 't5_2qh0f': 808 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 11.6 +Unique strings tracked: 34 +Top 5 string values: + 'r/reddit.com': 73,563 (80.6%) + 'r/politics': 5,622 (6.2%) + 'r/programming': 3,253 (3.6%) + 'r/science': 2,712 (3.0%) + 'r/entertainment': 808 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 7.7 +Unique strings tracked: 3 +String values distribution: + 'archived': 73,563 (80.6%) + 'public': 15,032 (16.5%) + 'restricted': 2,699 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:88,292, str:3,002 +Null/Empty: null:88,292 +String length avg: 9.3 +Unique strings tracked: 2 +String values distribution: + 'confidence': 2,720 (90.6%) + 'new': 282 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 7.0 +Unique strings tracked: 38 +Top 5 string values: + 'default': 91,257 (100.0%) + 'https://b.thumbs.redditmedia.com/M4yf0TaemYlkk17V3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/O3f1h8uvzyHwRVFwf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ncwlQDJqNVoMaYWQM...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/wwzQyB-4ollFThb9W...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,257, int:37 +Null/Empty: null:91,257 +Numeric values: 37 total +Numeric range: min:37, max:140, avg:112.8 +Numeric std dev: 33.5 +Unique numbers tracked: 14 +Top 5 numeric values: + 140: 19 (51.4%) + 105: 3 (8.1%) + 73: 2 (5.4%) + 104: 2 (5.4%) + 70: 2 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 91,294/91,294 (100.0%) +Types: NoneType:91,257, int:37 +Null/Empty: null:91,257 +Numeric values: 37 total +Numeric range: min:70, max:140, avg:132.4 +Numeric std dev: 21.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 33 (89.2%) + 70: 4 (10.8%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 52.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Big Cities Make Me Happy': 2 (0.0%) + 'Has a Mythical Beast Turned Up in Texas?': 2 (0.0%) + 'Cool Image': 2 (0.0%) + 'DIY: Invisible Book Shelf': 1 (0.0%) + 'Heartbroken Bush Runs After Departing Rove's Car': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 91,294/91,294 (100.0%) +Types: str:91,294 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.engadget.com/2007/08/31/know-your-right...': 2 (0.0%) + 'http://www.instructables.com/id/EOFOYM0RBUEXCFH30A...': 1 (0.0%) + 'http://www.theonion.com/content/news/heartbroken_b...': 1 (0.0%) + 'http://sfgate.com/cgi-bin/article/article?f=/c/a/2...': 1 (0.0%) + 'http://www.dailymail.co.uk/pages/live/articles/hea...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 91,294/91,294 (100.0%) +Types: str:88,096, NoneType:3,198 +Null/Empty: null:3,198 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 87,881 (99.8%) + 'promo_adult_nsfw': 215 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 82,901/91,294 (90.8%) +Types: list:82,901 +Null/Empty: empty_arr:82,849 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 82,901/91,294 (90.8%) +Types: str:82,901 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 82,849 (99.9%) + 'richtext': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 2,712/91,294 (3.0%) +Types: bool:2,712 +Booleans: true:0 (0.0%), false:2,712 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 162/91,294 (0.2%) +Types: bool:162 +Booleans: true:162 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 37/91,294 (0.0%) +Types: str:37 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 34 (91.9%) + 'image': 2 (5.4%) + 'rich:video': 1 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 37/91,294 (0.0%) +Types: dict:37 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/91,294 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2007-10.jsonl +Analysis Time: 2026-01-15 06:10:10 +================================================================================ +Total lines: 101,633 +Processed lines: 101,633 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:101,633 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 135 (0.1%) + 'qgyh2': 37 (0.0%) + 'vtail': 13 (0.0%) + 'Soniji': 12 (0.0%) + 'ninzee': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:86,209, str:15,424 +Null/Empty: null:86,209, empty_str:15,424 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,560, str:73 +Null/Empty: null:101,560 +String length avg: 10.7 +Unique strings tracked: 21 +Top 5 string values: + 'alabama-flag': 11 (15.1%) + 'kentucky-flag': 10 (13.7%) + ' reward2': 7 (9.6%) + 'california-flag': 7 (9.6%) + 'bio': 6 (8.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,578, str:55 +Null/Empty: null:101,578, empty_str:3 +String length avg: 12.5 +Unique strings tracked: 13 +Top 5 string values: + 'Alabama': 11 (21.2%) + 'Kentucky': 10 (19.2%) + 'California': 7 (13.5%) + 'BS | Zoology | Ecology and Entomology': 4 (7.7%) + 'BS | Physics': 4 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:86,209, str:15,424 +Null/Empty: null:86,209 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 15,424 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:98,911 (97.3%), false:2,722 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:86,221 (84.8%), false:15,412 (15.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:1,191,196,830, max:1,193,875,168, avg:1192557124.3 +Numeric std dev: 788660.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nytimes.com': 21 (0.0%) + 'news.bbc.co.uk': 14 (0.0%) + 'youtube.com': 12 (0.0%) + 'reddit.com': 11 (0.0%) + 'news.yahoo.com': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 101,632 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2v6rr': 1 (0.0%) + '2v6s0': 1 (0.0%) + '2v6s5': 1 (0.0%) + '2v6s7': 1 (0.0%) + '2v6sd': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:46,599 (45.9%), false:55,034 (54.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 101,633/101,633 (100.0%) +Types: list:101,633 +Null/Empty: empty_arr:101,633 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 101,633/101,633 (100.0%) +Types: dict:101,633 +Null/Empty: empty_obj:101,633 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:84,327 (83.0%), false:17,306 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:0, max:1,085, avg:2.8 +Numeric std dev: 16.4 +Unique numbers tracked: 295 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:1,160 (1.1%), false:100,473 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 101,633/101,633 (100.0%) +Types: str:99,442, NoneType:2,191 +Null/Empty: null:2,191 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 98,911 (99.5%) + 'promo_adult_nsfw': 531 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2v6rr/velociraptor_was_just...': 1 (0.0%) + '/r/reddit.com/comments/2v6s0/robot_chicken_cassett...': 1 (0.0%) + '/r/reddit.com/comments/2v6s5/courneys_web_page/': 1 (0.0%) + '/r/business/comments/2v6s7/get_more_traffic_to_you...': 1 (0.0%) + '/r/reddit.com/comments/2v6sd/climbing_the_wall_of_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:1,522,540,576, max:1,522,677,518, avg:1522619608.0 +Numeric std dev: 66791.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 101,633/101,633 (100.0%) +Types: int:101,633 +Numeric values: 101,633 total +Numeric range: min:0, max:2,004, avg:6.6 +Numeric std dev: 43.7 +Unique numbers tracked: 616 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,633 +Null/Empty: null:101,633 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 101,633/101,633 (100.0%) +Types: dict:101,633 +Null/Empty: empty_obj:101,633 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +Null/Empty: empty_str:90,388 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 11,245 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:101,633 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 101,633/101,633 (100.0%) +Types: bool:101,633 +Booleans: true:0 (0.0%), false:101,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 9.5 +Unique strings tracked: 33 +Top 5 string values: + 'reddit.com': 75,242 (74.0%) + 'politics': 9,259 (9.1%) + 'programming': 3,663 (3.6%) + 'science': 3,067 (3.0%) + 'entertainment': 2,631 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 4.9 +Unique strings tracked: 33 +Top 5 string values: + 't5_6': 75,242 (74.0%) + 't5_2cneq': 9,259 (9.1%) + 't5_2fwo': 3,663 (3.6%) + 't5_mouw': 3,067 (3.0%) + 't5_2qh0f': 2,631 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 11.5 +Unique strings tracked: 33 +Top 5 string values: + 'r/reddit.com': 75,242 (74.0%) + 'r/politics': 9,259 (9.1%) + 'r/programming': 3,663 (3.6%) + 'r/science': 3,067 (3.0%) + 'r/entertainment': 2,631 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 7.5 +Unique strings tracked: 3 +String values distribution: + 'archived': 75,242 (74.0%) + 'public': 24,890 (24.5%) + 'restricted': 1,501 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:98,302, str:3,331 +Null/Empty: null:98,302 +String length avg: 9.5 +Unique strings tracked: 2 +String values distribution: + 'confidence': 3,070 (92.2%) + 'new': 261 (7.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 7.0 +Unique strings tracked: 40 +Top 5 string values: + 'default': 101,594 (100.0%) + 'https://b.thumbs.redditmedia.com/aC_k1ZSey8EM9akhW...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Nbx79KJnWWxfgAgh3...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/QWouxt_3S6ykfK8_5...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/DdRIK_kuMEQ_qgscy...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,591, int:42 +Null/Empty: null:101,591 +Numeric values: 42 total +Numeric range: min:34, max:140, avg:105.0 +Numeric std dev: 35.3 +Unique numbers tracked: 15 +Top 5 numeric values: + 140: 18 (42.9%) + 70: 7 (16.7%) + 105: 3 (7.1%) + 104: 2 (4.8%) + 78: 2 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 101,633/101,633 (100.0%) +Types: NoneType:101,591, int:42 +Null/Empty: null:101,591 +Numeric values: 42 total +Numeric range: min:34, max:140, avg:120.3 +Numeric std dev: 33.5 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 31 (73.8%) + 70: 9 (21.4%) + 50: 1 (2.4%) + 34: 1 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 52.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Short Stories - Storiesville.com-<h5>Setting...': 2 (0.0%) + 'U.S. Is Top Arms Seller to Developing World': 2 (0.0%) + 'Futuristic Mansion That Floats On Water': 2 (0.0%) + 'iPhone protest vid uses Apple's own words to suppo...': 2 (0.0%) + 'New Game Midnight Pool 3D Free Download': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 101,633/101,633 (100.0%) +Types: str:101,633 +String length avg: 65.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.storiesville.com/content/view/616/65/': 2 (0.0%) + 'http://ballersguide.com/futuristic-mansion-that-fl...': 2 (0.0%) + 'http://xkcd.com/323/': 2 (0.0%) + 'http://www.payittome.com': 2 (0.0%) + 'http://www.3wknut.biz/costruire14.html': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 101,633/101,633 (100.0%) +Types: str:99,442, NoneType:2,191 +Null/Empty: null:2,191 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 98,605 (99.2%) + 'promo_adult_nsfw': 837 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 86,221/101,633 (84.8%) +Types: list:86,221 +Null/Empty: empty_arr:86,169 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 86,221/101,633 (84.8%) +Types: str:86,221 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 86,169 (99.9%) + 'richtext': 52 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,067/101,633 (3.0%) +Types: bool:3,067 +Booleans: true:0 (0.0%), false:3,067 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 170/101,633 (0.2%) +Types: bool:170 +Booleans: true:170 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 37/101,633 (0.0%) +Types: str:37 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'link': 36 (97.3%) + 'image': 1 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 37/101,633 (0.0%) +Types: dict:37 + +================================================================================ + +================================================================================ +FILE: RS_2007-11.jsonl +Analysis Time: 2026-01-15 06:10:18 +================================================================================ +Total lines: 106,868 +Processed lines: 106,868 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:106,868 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 292 (0.3%) + 'qgyh2': 36 (0.0%) + 'culture': 23 (0.0%) + 'igeldard': 23 (0.0%) + 'alextsai': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:87,964, str:18,904 +Null/Empty: null:87,964, empty_str:18,904 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,786, str:82 +Null/Empty: null:106,786 +String length avg: 11.7 +Unique strings tracked: 22 +Top 5 string values: + 'northcarolina-flag': 24 (29.3%) + 'NBAKnicks': 13 (15.9%) + 'bio': 10 (12.2%) + 'kentucky-flag': 6 (7.3%) + 'california-flag': 4 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,807, str:61 +Null/Empty: null:106,807, empty_str:3 +String length avg: 18.7 +Unique strings tracked: 16 +Top 5 string values: + 'North Carolina': 24 (41.4%) + 'PhD | Microbiology and Immunology|Synthetic Biolog...': 7 (12.1%) + 'Kentucky': 6 (10.3%) + 'California': 4 (6.9%) + 'BS | Zoology | Ecology and Entomology': 3 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:87,964, str:18,904 +Null/Empty: null:87,964 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 18,904 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:104,960 (98.2%), false:1,908 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:87,971 (82.3%), false:18,897 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:1,193,875,238, max:1,196,467,182, avg:1195206445.9 +Numeric std dev: 756330.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,868 +Null/Empty: null:106,868 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 16.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'news.bbc.co.uk': 22 (0.0%) + 'chinapost.com.tw': 22 (0.0%) + 'youtube.com': 20 (0.0%) + 'reddit.com': 18 (0.0%) + 'lookuplive.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5zkdh': 1 (0.0%) + '5zkdi': 1 (0.0%) + '5zkdj': 1 (0.0%) + '5zkdk': 1 (0.0%) + '5zkdl': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:49,639 (46.4%), false:57,229 (53.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,868 +Null/Empty: null:106,868 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 106,868/106,868 (100.0%) +Types: list:106,868 +Null/Empty: empty_arr:106,868 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,868 +Null/Empty: null:106,868 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,867, dict:1 +Null/Empty: null:106,867 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 106,868/106,868 (100.0%) +Types: dict:106,868 +Null/Empty: empty_obj:106,867 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:87,564 (81.9%), false:19,304 (18.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:0, max:1,626, avg:2.8 +Numeric std dev: 18.9 +Unique numbers tracked: 334 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:961 (0.9%), false:105,907 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 106,868/106,868 (100.0%) +Types: str:105,466, NoneType:1,402 +Null/Empty: null:1,402 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 104,960 (99.5%) + 'promo_adult_nsfw': 506 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/5zkdh/halloweens_dance/': 1 (0.0%) + '/r/reddit.com/comments/5zkdi/how_to_save_your_tush...': 1 (0.0%) + '/r/politics/comments/5zkdj/is_san_francisco_ron_pa...': 1 (0.0%) + '/r/reddit.com/comments/5zkdk/motivating_quote_from...': 1 (0.0%) + '/r/joel/comments/5zkdl/a_slightly_different_take_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:1,522,677,518, max:1,522,679,198, avg:1522678358.3 +Numeric std dev: 484.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 106,868/106,868 (100.0%) +Types: int:106,868 +Numeric values: 106,868 total +Numeric range: min:0, max:2,011, avg:7.0 +Numeric std dev: 48.5 +Unique numbers tracked: 647 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:106,867, dict:1 +Null/Empty: null:106,867 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 106,868/106,868 (100.0%) +Types: dict:106,868 +Null/Empty: empty_obj:106,867 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +Null/Empty: empty_str:92,799 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 14,069 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:106,868 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:1 (0.0%), false:106,867 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 106,868/106,868 (100.0%) +Types: bool:106,868 +Booleans: true:0 (0.0%), false:106,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 9.5 +Unique strings tracked: 32 +Top 5 string values: + 'reddit.com': 76,057 (71.2%) + 'politics': 11,099 (10.4%) + 'entertainment': 3,925 (3.7%) + 'programming': 3,687 (3.5%) + 'science': 3,218 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 5.1 +Unique strings tracked: 32 +Top 5 string values: + 't5_6': 76,057 (71.2%) + 't5_2cneq': 11,099 (10.4%) + 't5_2qh0f': 3,925 (3.7%) + 't5_2fwo': 3,687 (3.5%) + 't5_mouw': 3,218 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 11.5 +Unique strings tracked: 32 +Top 5 string values: + 'r/reddit.com': 76,057 (71.2%) + 'r/politics': 11,099 (10.4%) + 'r/entertainment': 3,925 (3.7%) + 'r/programming': 3,687 (3.5%) + 'r/science': 3,218 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 7.4 +Unique strings tracked: 3 +String values distribution: + 'archived': 76,057 (71.2%) + 'public': 30,380 (28.4%) + 'restricted': 431 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 106,868/106,868 (100.0%) +Types: NoneType:103,322, str:3,546 +Null/Empty: null:103,322 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 3,221 (90.8%) + 'new': 325 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 33 +Top 5 string values: + 'default': 106,835 (100.0%) + 'https://b.thumbs.redditmedia.com/RLC72X0KIm__nXEce...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/vUIflxdVgnh4Q1ufb...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/o7aDUUbOvRxoM66qB...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/7KfTTXMUJkVtyb0Ie...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 51.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'How to get someone to do you a favor WITHOUT ever ...': 3 (0.0%) + '"Oil prices are becoming increasingly decoupled fr...': 3 (0.0%) + 'New OS X "Trojan" In the Wild': 2 (0.0%) + 'More On Ron Paul Spam': 2 (0.0%) + 'Ten things I hate about Nintendo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 106,868/106,868 (100.0%) +Types: str:106,868 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://arstechnica.com/news.ars/post/20071031-ron-...': 3 (0.0%) + 'http://www.rigzone.com/news/article_pf.asp?a_id=52...': 3 (0.0%) + 'http://www.lookuplive.com/search.php?aid=54990&...': 3 (0.0%) + 'http://dmiessler.com/blogarchive/new-os-x-trojan-i...': 2 (0.0%) + 'http://blog.wired.com/27bstroke6/2007/10/more-on-r...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 106,868/106,868 (100.0%) +Types: str:105,466, NoneType:1,402 +Null/Empty: null:1,402 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 104,627 (99.2%) + 'promo_adult_nsfw': 839 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 106,867/106,868 (100.0%) +Types: NoneType:106,834, int:33 +Null/Empty: null:106,834 +Numeric values: 33 total +Numeric range: min:35, max:140, avg:99.6 +Numeric std dev: 31.2 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 106,867/106,868 (100.0%) +Types: NoneType:106,834, int:33 +Null/Empty: null:106,834 +Numeric values: 33 total +Numeric range: min:70, max:140, avg:133.6 +Numeric std dev: 20.1 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 30 (90.9%) + 70: 3 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 87,971/106,868 (82.3%) +Types: list:87,971 +Null/Empty: empty_arr:87,913 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 87,971/106,868 (82.3%) +Types: str:87,971 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 87,913 (99.9%) + 'richtext': 58 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,218/106,868 (3.0%) +Types: bool:3,218 +Booleans: true:0 (0.0%), false:3,218 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 90/106,868 (0.1%) +Types: bool:90 +Booleans: true:90 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 32/106,868 (0.0%) +Types: str:32 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 28 (87.5%) + 'image': 3 (9.4%) + 'rich:video': 1 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 32/106,868 (0.0%) +Types: dict:32 + +================================================================================ + +================================================================================ +FILE: RS_2007-12.jsonl +Analysis Time: 2026-01-15 06:10:26 +================================================================================ +Total lines: 111,193 +Processed lines: 111,193 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:111,193 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 443 (0.4%) + 'qgyh2': 37 (0.0%) + 'rmuser': 27 (0.0%) + 'fmafiozy': 14 (0.0%) + 'gst': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:90,197, str:20,996 +Null/Empty: null:90,197, empty_str:20,996 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:110,984, str:209 +Null/Empty: null:110,984 +String length avg: 16.1 +Unique strings tracked: 22 +Top 5 string values: + 'northcarolina-flag': 149 (71.3%) + 'NBAKnicks': 8 (3.8%) + 'kentucky-flag': 6 (2.9%) + 'alabama-flag': 5 (2.4%) + 'california-flag': 5 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:110,996, str:197 +Null/Empty: null:110,996, empty_str:3 +String length avg: 13.1 +Unique strings tracked: 15 +Top 5 string values: + 'North Carolina': 149 (76.8%) + 'Kentucky': 6 (3.1%) + 'Alabama': 5 (2.6%) + 'California': 5 (2.6%) + 'Florida': 5 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:90,197, str:20,996 +Null/Empty: null:90,197 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 20,996 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:109,304 (98.3%), false:1,889 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:90,209 (81.1%), false:20,984 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:1,196,467,201, max:1,199,145,543, avg:1197738136.5 +Numeric std dev: 737810.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,193 +Null/Empty: null:111,193 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 37 (0.0%) + 'reddit.com': 23 (0.0%) + 'nytimes.com': 21 (0.0%) + 'news.bbc.co.uk': 20 (0.0%) + 'guardian.co.uk': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '61uvc': 1 (0.0%) + '61uvd': 1 (0.0%) + '61uve': 1 (0.0%) + '61uvf': 1 (0.0%) + '61uvg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:54,381 (48.9%), false:56,812 (51.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,192, str:1 +Null/Empty: null:111,192 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 111,193/111,193 (100.0%) +Types: list:111,193 +Null/Empty: empty_arr:111,191 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,191, str:2 +Null/Empty: null:111,191 +String length avg: 24.5 +Unique strings tracked: 2 +String values distribution: + 'Unacceptable Title': 1 (50.0%) + 'Non-whitelisted Youtube Channel': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 111,191 (100.0%) + 'richtext': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,190, dict:3 +Null/Empty: null:111,190 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 111,193/111,193 (100.0%) +Types: dict:111,193 +Null/Empty: empty_obj:111,190 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:90,754 (81.6%), false:20,439 (18.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:0, max:1,618, avg:3.1 +Numeric std dev: 20.0 +Unique numbers tracked: 353 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 111,188 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:1,103 (1.0%), false:110,090 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 111,193/111,193 (100.0%) +Types: str:109,971, NoneType:1,222 +Null/Empty: null:1,222 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 109,304 (99.4%) + 'promo_adult_nsfw': 667 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/61uvc/personalized_chocolat...': 1 (0.0%) + '/r/reddit.com/comments/61uvd/att_corporate_headqua...': 1 (0.0%) + '/r/politics/comments/61uve/the_war_in_iraq_a_soldi...': 1 (0.0%) + '/r/reddit.com/comments/61uvf/neel_banerjee_find_it...': 1 (0.0%) + '/r/reddit.com/comments/61uvg/what_would_you_do_if_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:1,522,679,198, max:1,522,680,943, avg:1522680076.9 +Numeric std dev: 502.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 111,193/111,193 (100.0%) +Types: int:111,193 +Numeric values: 111,193 total +Numeric range: min:0, max:2,601, avg:7.8 +Numeric std dev: 51.1 +Unique numbers tracked: 690 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:111,190, dict:3 +Null/Empty: null:111,190 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 111,193/111,193 (100.0%) +Types: dict:111,193 +Null/Empty: empty_obj:111,190 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +Null/Empty: empty_str:95,218 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + '[deleted]': 15,975 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:111,193 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 111,193/111,193 (100.0%) +Types: bool:111,193 +Booleans: true:0 (0.0%), false:111,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 9.5 +Unique strings tracked: 34 +Top 5 string values: + 'reddit.com': 74,429 (66.9%) + 'politics': 13,561 (12.2%) + 'entertainment': 6,010 (5.4%) + 'programming': 3,720 (3.3%) + 'science': 3,704 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 5.2 +Unique strings tracked: 34 +Top 5 string values: + 't5_6': 74,429 (66.9%) + 't5_2cneq': 13,561 (12.2%) + 't5_2qh0f': 6,010 (5.4%) + 't5_2fwo': 3,720 (3.3%) + 't5_mouw': 3,704 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 11.5 +Unique strings tracked: 34 +Top 5 string values: + 'r/reddit.com': 74,429 (66.9%) + 'r/politics': 13,561 (12.2%) + 'r/entertainment': 6,010 (5.4%) + 'r/programming': 3,720 (3.3%) + 'r/science': 3,704 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 7.4 +Unique strings tracked: 3 +String values distribution: + 'archived': 74,429 (66.9%) + 'public': 36,445 (32.8%) + 'restricted': 319 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 111,193/111,193 (100.0%) +Types: NoneType:107,168, str:4,025 +Null/Empty: null:107,168 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 3,706 (92.1%) + 'new': 319 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +Null/Empty: empty_str:2 +String length avg: 7.0 +Unique strings tracked: 42 +Top 5 string values: + 'default': 111,150 (100.0%) + 'https://b.thumbs.redditmedia.com/krqoBklLStzCtC-rb...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/xvub3K6sGJSpFxs38...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/RWU14E6qV4Yrwwyr9...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/CGIeofQe2tJ4pjzTK...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 51.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Amazing Collection of Computer Science Video Lectu...': 5 (0.0%) + 'We are good friends![PICS]': 3 (0.0%) + 'Your online guide through a fun and easy to use re...': 3 (0.0%) + 'The best tips to lose your weight and burn your fa...': 3 (0.0%) + 'Suspect Is Arrested in Clinton Office Standoff': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 111,193/111,193 (100.0%) +Types: str:111,193 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://photo-and-image.blogspot.com/2007/11/we-are...': 5 (0.0%) + 'http://freescienceonline.blogspot.com/2007/11/comp...': 4 (0.0%) + 'http://www.salon.com/opinion/greenwald/2007/11/30/...': 3 (0.0%) + 'http://foxattacks.com/blog/20124-fox-blows-it': 3 (0.0%) + 'http://www.oregonlive.com/news/oregonian/index.ssf...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 111,193/111,193 (100.0%) +Types: str:109,971, NoneType:1,222 +Null/Empty: null:1,222 +String length avg: 7.1 +Unique strings tracked: 2 +String values distribution: + 'all_ads': 109,022 (99.1%) + 'promo_adult_nsfw': 949 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 111,191/111,193 (100.0%) +Types: NoneType:111,145, int:46 +Null/Empty: null:111,145 +Numeric values: 46 total +Numeric range: min:17, max:140, avg:105.4 +Numeric std dev: 30.4 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 111,191/111,193 (100.0%) +Types: NoneType:111,145, int:46 +Null/Empty: null:111,145 +Numeric values: 46 total +Numeric range: min:70, max:140, avg:135.4 +Numeric std dev: 17.3 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 43 (93.5%) + 70: 3 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 90,209/111,193 (81.1%) +Types: list:90,209 +Null/Empty: empty_arr:90,015 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 90,209/111,193 (81.1%) +Types: str:90,209 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 90,015 (99.8%) + 'richtext': 194 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,704/111,193 (3.3%) +Types: bool:3,704 +Booleans: true:0 (0.0%), false:3,704 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 69/111,193 (0.1%) +Types: bool:69 +Booleans: true:69 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 41/111,193 (0.0%) +Types: str:41 +String length avg: 4.5 +Unique strings tracked: 3 +String values distribution: + 'link': 34 (82.9%) + 'image': 4 (9.8%) + 'rich:video': 3 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 41/111,193 (0.0%) +Types: dict:41 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/111,193 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2008.txt b/analysis/original_schema_analysis/submissions/analysis_report_2008.txt new file mode 100644 index 0000000000000000000000000000000000000000..6df790fac67de412f5c6a643d9f9a981b06129c3 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2008.txt @@ -0,0 +1,6995 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2008 +Analysis Started: 2026-01-15 06:10:31 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2008-01.jsonl +Analysis Time: 2026-01-15 06:10:41 +================================================================================ +Total lines: 142,310 +Processed lines: 142,310 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:142,310 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 430 (0.3%) + 'qgyh2': 23 (0.0%) + 'Flemlord': 22 (0.0%) + 'rmuser': 21 (0.0%) + 'neoronin': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:115,319, str:26,991 +Null/Empty: null:115,319, empty_str:26,991 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,000, str:310 +Null/Empty: null:142,000, empty_str:6 +String length avg: 15.0 +Unique strings tracked: 43 +Top 5 string values: + 'northcarolina-flag': 189 (62.2%) + 'kentucky-flag': 10 (3.3%) + 'california-flag': 7 (2.3%) + 'NBAKnicks': 7 (2.3%) + 'bio': 6 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,012, str:298 +Null/Empty: null:142,012, empty_str:10 +String length avg: 13.8 +Unique strings tracked: 38 +Top 5 string values: + 'North Carolina': 189 (65.6%) + 'Kentucky': 10 (3.5%) + 'zero fucks': 9 (3.1%) + 'California': 7 (2.4%) + 'Alabama': 6 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:115,319, str:26,991 +Null/Empty: null:115,319 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 26,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:139,426 (98.0%), false:2,884 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:115,335 (81.0%), false:26,975 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:1,199,145,615, max:1,201,823,992, avg:1200565031.5 +Numeric std dev: 770721.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,310 +Null/Empty: null:142,310 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 55 (0.0%) + 'news.bbc.co.uk': 32 (0.0%) + 'youtube.com': 23 (0.0%) + 'nytimes.com': 16 (0.0%) + 'alternet.org': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 142,309 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '648oo': 1 (0.0%) + '648op': 1 (0.0%) + '648oq': 1 (0.0%) + '648or': 1 (0.0%) + '648os': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:68,970 (48.5%), false:73,340 (51.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:1,261 (0.9%), false:141,049 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,308, str:2 +Null/Empty: null:142,308, empty_str:1 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 'kultura': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 142,310/142,310 (100.0%) +Types: list:142,310 +Null/Empty: empty_arr:142,308 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,308, str:2 +Null/Empty: null:142,308 +String length avg: 17.0 +Unique strings tracked: 2 +String values distribution: + 'First /r/Firefox post ever!': 1 (50.0%) + 'KULTURA': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 142,308 (100.0%) + 'richtext': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,309, dict:1 +Null/Empty: null:142,309 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 142,310/142,310 (100.0%) +Types: dict:142,310 +Null/Empty: empty_obj:142,309 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:117,686 (82.7%), false:24,624 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:0, max:2,039, avg:3.0 +Numeric std dev: 21.9 +Unique numbers tracked: 403 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:1,552 (1.1%), false:140,758 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 142,310/142,310 (100.0%) +Types: str:140,566, NoneType:1,744 +Null/Empty: null:1,744 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 139,426 (99.2%) + 'promo_adult_nsfw': 1,052 (0.7%) + 'promo_specified': 41 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 17 (0.0%) + 'no_ads': 9 (0.0%) + 'promo_adult': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/648oo/brain_disease_is_pres...': 1 (0.0%) + '/r/science/comments/648op/three_more_florida_count...': 1 (0.0%) + '/r/programming/comments/648oq/the_engineering_and_...': 1 (0.0%) + '/r/reddit.com/comments/648or/nude_couple_grapple_o...': 1 (0.0%) + '/r/politics/comments/648os/apparently_bushs_proble...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:1,522,680,943, max:1,522,683,201, avg:1522682069.4 +Numeric std dev: 649.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 142,310/142,310 (100.0%) +Types: int:142,310 +Numeric values: 142,310 total +Numeric range: min:0, max:4,397, avg:7.8 +Numeric std dev: 57.9 +Unique numbers tracked: 801 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:142,309, dict:1 +Null/Empty: null:142,309 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 142,310/142,310 (100.0%) +Types: dict:142,310 +Null/Empty: empty_obj:142,309 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +Null/Empty: empty_str:122,022 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 20,204 (99.6%) + '[removed]': 84 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:142,310 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 142,310/142,310 (100.0%) +Types: bool:142,310 +Booleans: true:0 (0.0%), false:142,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 9.4 +Unique strings tracked: 207 +Top 5 string values: + 'reddit.com': 93,224 (65.5%) + 'politics': 18,026 (12.7%) + 'entertainment': 7,284 (5.1%) + 'business': 4,779 (3.4%) + 'science': 4,610 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 5.3 +Unique strings tracked: 207 +Top 5 string values: + 't5_6': 93,224 (65.5%) + 't5_2cneq': 18,026 (12.7%) + 't5_2qh0f': 7,284 (5.1%) + 't5_2qgzg': 4,779 (3.4%) + 't5_mouw': 4,610 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 11.4 +Unique strings tracked: 207 +Top 5 string values: + 'r/reddit.com': 93,224 (65.5%) + 'r/politics': 18,026 (12.7%) + 'r/entertainment': 7,284 (5.1%) + 'r/business': 4,779 (3.4%) + 'r/science': 4,610 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 7.3 +Unique strings tracked: 3 +String values distribution: + 'archived': 93,224 (65.5%) + 'public': 48,783 (34.3%) + 'restricted': 303 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 142,310/142,310 (100.0%) +Types: NoneType:137,309, str:5,001 +Null/Empty: null:137,309 +String length avg: 9.5 +Unique strings tracked: 2 +String values distribution: + 'confidence': 4,638 (92.7%) + 'new': 363 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 59 +Top 5 string values: + 'default': 141,452 (99.4%) + 'self': 800 (0.6%) + 'https://b.thumbs.redditmedia.com/ZQetiE0j5-tO8SMOX...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/d9rQmwmnWY8XR5yk9...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/TRD6xtHOmXuhGCbca...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 51.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Jigs@w Puzzle 2 Game': 5 (0.0%) + 'HAPPY NEW YEAR!!': 2 (0.0%) + 'Paris and Berlin ban cafe smoking': 2 (0.0%) + 'The Constitution and Bill of Rights: The Core of o...': 2 (0.0%) + 'Victim of false rape claim must pay £12,500 for be...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 142,310/142,310 (100.0%) +Types: str:142,310 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.bbc.co.uk/1/hi/magazine/7152642.stm': 3 (0.0%) + 'http://www.npr.org/templates/story/story.php?story...': 3 (0.0%) + 'http://dlweinreb.wordpress.com/2007/12/31/object-o...': 2 (0.0%) + 'http://tencartrain.com/?p=427': 2 (0.0%) + 'http://espeedreamz.blogspot.com/2006/12/happy-new-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 142,310/142,310 (100.0%) +Types: str:140,566, NoneType:1,744 +Null/Empty: null:1,744 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 139,032 (98.9%) + 'promo_adult_nsfw': 1,446 (1.0%) + 'promo_specified': 41 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 17 (0.0%) + 'no_ads': 9 (0.0%) + 'promo_adult': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 142,309/142,310 (100.0%) +Types: NoneType:142,248, int:61 +Null/Empty: null:142,248 +Numeric values: 61 total +Numeric range: min:50, max:140, avg:105.5 +Numeric std dev: 31.1 +Unique numbers tracked: 22 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 142,309/142,310 (100.0%) +Types: NoneType:142,248, int:61 +Null/Empty: null:142,248 +Numeric values: 61 total +Numeric range: min:50, max:140, avg:130.4 +Numeric std dev: 24.8 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 53 (86.9%) + 70: 6 (9.8%) + 65: 1 (1.6%) + 50: 1 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 115,335/142,310 (81.0%) +Types: list:115,335 +Null/Empty: empty_arr:115,047 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 115,335/142,310 (81.0%) +Types: str:115,335 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 115,047 (99.8%) + 'richtext': 288 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,610/142,310 (3.2%) +Types: bool:4,610 +Booleans: true:0 (0.0%), false:4,610 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 98/142,310 (0.1%) +Types: bool:98 +Booleans: true:98 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 57/142,310 (0.0%) +Types: str:57 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 53 (93.0%) + 'image': 3 (5.3%) + 'rich:video': 1 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 57/142,310 (0.0%) +Types: dict:57 + +================================================================================ + +================================================================================ +FILE: RS_2008-02.jsonl +Analysis Time: 2026-01-15 06:10:52 +================================================================================ +Total lines: 147,834 +Processed lines: 147,834 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:147,834 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 393 (0.3%) + 'rmuser': 43 (0.0%) + 'glmory': 33 (0.0%) + 'mdinfo': 24 (0.0%) + 'thenews': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:119,033, str:28,801 +Null/Empty: null:119,033, empty_str:28,801 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,618, str:216 +Null/Empty: null:147,618, empty_str:10 +String length avg: 13.3 +Unique strings tracked: 45 +Top 5 string values: + 'northcarolina-flag': 72 (35.0%) + 'bio': 15 (7.3%) + 'kentucky-flag': 11 (5.3%) + 'SOCportland-timbers': 10 (4.9%) + 'california-flag': 9 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,636, str:198 +Null/Empty: null:147,636, empty_str:9 +String length avg: 14.2 +Unique strings tracked: 41 +Top 5 string values: + 'North Carolina': 72 (38.1%) + 'Kentucky': 11 (5.8%) + 'California': 9 (4.8%) + 'Iowa': 8 (4.2%) + 'PhD | Molecular Biology': 7 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:119,033, str:28,801 +Null/Empty: null:119,033 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 28,801 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:142,318 (96.3%), false:5,516 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:119,054 (80.5%), false:28,780 (19.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:1,201,824,056, max:1,204,329,592, avg:1203116333.3 +Numeric std dev: 723691.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,834 +Null/Empty: null:147,834 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +Null/Empty: empty_str:1 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 38 (0.0%) + 'self.reddit.com': 25 (0.0%) + 'nytimes.com': 17 (0.0%) + 'ezinearticles.com': 16 (0.0%) + 'news.bbc.co.uk': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '67ak1': 1 (0.0%) + '67ak2': 1 (0.0%) + '67ak3': 1 (0.0%) + '67ak4': 1 (0.0%) + '67ak5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:60,551 (41.0%), false:87,283 (59.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:3,531 (2.4%), false:144,303 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,833, str:1 +Null/Empty: null:147,833 +String length avg: 21.0 +Unique strings tracked: 1 +String values distribution: + 'nonwhitelistedchannel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 147,834/147,834 (100.0%) +Types: list:147,834 +Null/Empty: empty_arr:147,833 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,833, str:1 +Null/Empty: null:147,833 +String length avg: 31.0 +Unique strings tracked: 1 +String values distribution: + 'Non-whitelisted Youtube Channel': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 147,833 (100.0%) + 'richtext': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,829, dict:5 +Null/Empty: null:147,829 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 147,834/147,834 (100.0%) +Types: dict:147,834 +Null/Empty: empty_obj:147,829 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:117,270 (79.3%), false:30,564 (20.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:0, max:853, avg:2.9 +Numeric std dev: 19.3 +Unique numbers tracked: 380 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:1,421 (1.0%), false:146,413 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 147,834/147,834 (100.0%) +Types: str:143,916, NoneType:3,918 +Null/Empty: null:3,918 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 142,318 (98.9%) + 'promo_adult_nsfw': 994 (0.7%) + 'promo_specified': 485 (0.3%) + 'no_ads': 53 (0.0%) + 'promo_adult': 43 (0.0%) + 'house_only': 17 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/science/comments/67ak1/suns_low_magnetic_activi...': 1 (0.0%) + '/r/entertainment/comments/67ak2/indian_actor_hirth...': 1 (0.0%) + '/r/science/comments/67ak3/peculiar_spider_crater_d...': 1 (0.0%) + '/r/reddit.com/comments/67ak4/air_your_security_gri...': 1 (0.0%) + '/r/gadgets/comments/67ak5/garmin_nuvifone/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:1,522,683,201, max:1,522,685,566, avg:1522684387.9 +Numeric std dev: 684.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 147,834/147,834 (100.0%) +Types: int:147,834 +Numeric values: 147,834 total +Numeric range: min:0, max:3,952, avg:8.1 +Numeric std dev: 57.1 +Unique numbers tracked: 805 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,829, dict:5 +Null/Empty: null:147,829 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 147,834/147,834 (100.0%) +Types: dict:147,834 +Null/Empty: empty_obj:147,829 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +Null/Empty: empty_str:127,440 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 20,082 (98.5%) + '[removed]': 312 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:147,834 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 147,834/147,834 (100.0%) +Types: bool:147,834 +Booleans: true:0 (0.0%), false:147,834 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 9.2 +Unique strings tracked: 241 +Top 5 string values: + 'reddit.com': 90,506 (61.2%) + 'politics': 17,498 (11.8%) + 'entertainment': 6,161 (4.2%) + 'business': 4,280 (2.9%) + 'science': 4,141 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 5.5 +Unique strings tracked: 241 +Top 5 string values: + 't5_6': 90,506 (61.2%) + 't5_2cneq': 17,498 (11.8%) + 't5_2qh0f': 6,161 (4.2%) + 't5_2qgzg': 4,280 (2.9%) + 't5_mouw': 4,141 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 11.2 +Unique strings tracked: 241 +Top 5 string values: + 'r/reddit.com': 90,506 (61.2%) + 'r/politics': 17,498 (11.8%) + 'r/entertainment': 6,161 (4.2%) + 'r/business': 4,280 (2.9%) + 'r/science': 4,141 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 7.2 +Unique strings tracked: 3 +String values distribution: + 'archived': 90,506 (61.2%) + 'public': 57,022 (38.6%) + 'restricted': 306 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:143,190, str:4,644 +Null/Empty: null:143,190 +String length avg: 9.4 +Unique strings tracked: 2 +String values distribution: + 'confidence': 4,247 (91.5%) + 'new': 397 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 7.0 +Unique strings tracked: 42 +Top 5 string values: + 'default': 145,770 (98.6%) + 'self': 2,023 (1.4%) + 'https://b.thumbs.redditmedia.com/qRrNo0X5dqi6-5U_f...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/vwUlwumPRvj-ILxP0...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/Mfxb-k09c4PsT_498...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,789, int:45 +Null/Empty: null:147,789 +Numeric values: 45 total +Numeric range: min:40, max:140, avg:102.8 +Numeric std dev: 30.6 +Unique numbers tracked: 15 +Top 5 numeric values: + 140: 14 (31.1%) + 105: 6 (13.3%) + 70: 5 (11.1%) + 93: 3 (6.7%) + 78: 3 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 147,834/147,834 (100.0%) +Types: NoneType:147,789, int:45 +Null/Empty: null:147,789 +Numeric values: 45 total +Numeric range: min:40, max:140, avg:126.9 +Numeric std dev: 28.5 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 37 (82.2%) + 70: 7 (15.6%) + 40: 1 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bush budget would nearly freeze domestic spending': 3 (0.0%) + 'A Green Energy Industry Takes Root Under the Calif...': 3 (0.0%) + 'U.S. senior official meets DPRK officials on nucle...': 2 (0.0%) + 'Which Game Controller Has the Best Battery Life?': 2 (0.0%) + 'Old microsoft Ads. Remember how it was 10 years ag...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 147,834/147,834 (100.0%) +Types: str:147,834 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.bbc.co.uk/2/hi/science/nature/7213571....': 3 (0.0%) + 'http://www.thestar.com/News/Canada/article/299301': 3 (0.0%) + 'http://youtube.com/watch?v=fC0e1h6rTVQ': 3 (0.0%) + 'http://www.superinternetfuntime.com//UserFiles/Ima...': 3 (0.0%) + 'http://www.businessspectator.com.au/bs.nsf/Article...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 147,834/147,834 (100.0%) +Types: str:143,916, NoneType:3,918 +Null/Empty: null:3,918 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 141,942 (98.6%) + 'promo_adult_nsfw': 1,370 (1.0%) + 'promo_specified': 485 (0.3%) + 'no_ads': 53 (0.0%) + 'promo_adult': 43 (0.0%) + 'house_only': 17 (0.0%) + 'promo_all': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 119,054/147,834 (80.5%) +Types: list:119,054 +Null/Empty: empty_arr:118,865 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 119,054/147,834 (80.5%) +Types: str:119,054 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 118,865 (99.8%) + 'richtext': 189 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,141/147,834 (2.8%) +Types: bool:4,141 +Booleans: true:0 (0.0%), false:4,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 88/147,834 (0.1%) +Types: bool:88 +Booleans: true:88 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 41/147,834 (0.0%) +Types: str:41 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 36 (87.8%) + 'image': 3 (7.3%) + 'rich:video': 2 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 41/147,834 (0.0%) +Types: dict:41 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/147,834 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-03.jsonl +Analysis Time: 2026-01-15 06:11:04 +================================================================================ +Total lines: 168,227 +Processed lines: 168,227 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:168,227 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 283 (0.2%) + 'sanjana_negi05': 32 (0.0%) + 'acer123': 21 (0.0%) + 'mdinfo': 18 (0.0%) + 'georgewashingtonblog': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:138,030, str:30,197 +Null/Empty: null:138,030, empty_str:30,197 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:167,733, str:494 +Null/Empty: null:167,733, empty_str:16 +String length avg: 11.3 +Unique strings tracked: 61 +Top 5 string values: + 'northcarolina-flag': 124 (25.9%) + 'purple': 73 (15.3%) + 'california-flag': 59 (12.3%) + 'psn': 51 (10.7%) + 'flair-gamertag': 22 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:167,639, str:588 +Null/Empty: null:167,639, empty_str:27 +String length avg: 14.0 +Unique strings tracked: 66 +Top 5 string values: + 'North Carolina': 124 (22.1%) + 'Literally a teddy bear': 72 (12.8%) + 'California': 59 (10.5%) + 'mastabling': 51 (9.1%) + '/r/energy creator': 42 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:138,030, str:30,197 +Null/Empty: null:138,030 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 30,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:158,995 (94.5%), false:9,232 (5.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:138,089 (82.1%), false:30,138 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:1,204,329,635, max:1,207,007,996, avg:1205679164.1 +Numeric std dev: 759881.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,227 +Null/Empty: null:168,227 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 47 (0.0%) + 'self.reddit.com': 41 (0.0%) + 'geocities.com': 31 (0.0%) + 'aceshowbiz.com': 15 (0.0%) + 'news.com.au': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6agu2': 1 (0.0%) + '6agu3': 1 (0.0%) + '6agu4': 1 (0.0%) + '6agu5': 1 (0.0%) + '6agu6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:67,446 (40.1%), false:100,781 (59.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:3,510 (2.1%), false:164,717 (97.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,224, str:3 +Null/Empty: null:168,224, empty_str:1 +String length avg: 15.5 +Unique strings tracked: 2 +String values distribution: + 'nonwhitelistedchannel': 1 (50.0%) + 'roomescape': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 168,227/168,227 (100.0%) +Types: list:168,227 +Null/Empty: empty_arr:168,224 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,224, str:3 +Null/Empty: null:168,224 +String length avg: 20.7 +Unique strings tracked: 3 +String values distribution: + 'Editorialized Title': 1 (33.3%) + 'Non-whitelisted Youtube Channel': 1 (33.3%) + '[First Post]': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 168,224 (100.0%) + 'richtext': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,225, dict:2 +Null/Empty: null:168,225 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 168,227/168,227 (100.0%) +Types: dict:168,227 +Null/Empty: empty_obj:168,225 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:132,423 (78.7%), false:35,804 (21.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:0, max:857, avg:2.6 +Numeric std dev: 17.0 +Unique numbers tracked: 364 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 168,225 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:1,944 (1.2%), false:166,283 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 168,227/168,227 (100.0%) +Types: str:161,904, NoneType:6,323 +Null/Empty: null:6,323 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 158,995 (98.2%) + 'promo_adult_nsfw': 1,446 (0.9%) + 'promo_specified': 1,310 (0.8%) + 'no_ads': 73 (0.0%) + 'promo_adult': 53 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6agu2/most_internet_sex_cri...': 1 (0.0%) + '/r/reddit.com/comments/6agu3/10_awesome_lightning_...': 1 (0.0%) + '/r/reddit.com/comments/6agu4/dear_reddit_i_predict...': 1 (0.0%) + '/r/reddit.com/comments/6agu5/interior_designers_in...': 1 (0.0%) + '/r/reddit.com/comments/6agu6/vanity_fair_revenge_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:1,522,685,566, max:1,522,688,241, avg:1522686900.6 +Numeric std dev: 774.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 168,227/168,227 (100.0%) +Types: int:168,227 +Numeric values: 168,227 total +Numeric range: min:0, max:2,431, avg:6.7 +Numeric std dev: 44.7 +Unique numbers tracked: 712 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:168,225, dict:2 +Null/Empty: null:168,225 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 168,227/168,227 (100.0%) +Types: dict:168,227 +Null/Empty: empty_obj:168,225 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +Null/Empty: empty_str:146,145 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 21,768 (98.6%) + '[removed]': 314 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:168,227 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 168,227/168,227 (100.0%) +Types: bool:168,227 +Booleans: true:0 (0.0%), false:168,227 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 9.0 +Unique strings tracked: 487 +Top 5 string values: + 'reddit.com': 95,375 (56.7%) + 'politics': 16,832 (10.0%) + 'entertainment': 6,699 (4.0%) + 'business': 5,759 (3.4%) + 'science': 4,373 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 5.6 +Unique strings tracked: 487 +Top 5 string values: + 't5_6': 95,375 (56.7%) + 't5_2cneq': 16,832 (10.0%) + 't5_2qh0f': 6,699 (4.0%) + 't5_2qgzg': 5,759 (3.4%) + 't5_mouw': 4,373 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 11.0 +Unique strings tracked: 487 +Top 5 string values: + 'r/reddit.com': 95,375 (56.7%) + 'r/politics': 16,832 (10.0%) + 'r/entertainment': 6,699 (4.0%) + 'r/business': 5,759 (3.4%) + 'r/science': 4,373 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'archived': 95,375 (56.7%) + 'public': 72,306 (43.0%) + 'restricted': 546 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 168,227/168,227 (100.0%) +Types: NoneType:163,184, str:5,043 +Null/Empty: null:163,184 +String length avg: 9.3 +Unique strings tracked: 4 +String values distribution: + 'confidence': 4,526 (89.7%) + 'new': 515 (10.2%) + 'top': 1 (0.0%) + 'qa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 52 +Top 5 string values: + 'default': 166,185 (98.8%) + 'self': 1,991 (1.2%) + 'https://b.thumbs.redditmedia.com/nXvPUvZ3EDAcWrnC3...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/td5PwxbRjF2zWIm6u...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/tGAArPOAff4Qh89J0...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Travel to Spain': 7 (0.0%) + 'Travel to Japan': 6 (0.0%) + 'bubaTV.com - best video from youtube': 5 (0.0%) + 'Boats and boating home videos - searchable site': 2 (0.0%) + ' Clinton faces Kenya cattle fine over Obama photo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 168,227/168,227 (100.0%) +Types: str:168,227 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://nadyawong.blogspot.com': 6 (0.0%) + 'http://www.bubatv.com': 5 (0.0%) + 'http://www.ipsnews.net/news.asp?idnews=41416': 4 (0.0%) + 'http://media.damnfunnypictures.com/dfp/worst_paren...': 2 (0.0%) + 'http://www.youtube.com/watch?v=gWIw7VgsAjM&eur...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 168,227/168,227 (100.0%) +Types: str:161,904, NoneType:6,323 +Null/Empty: null:6,323 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 158,568 (97.9%) + 'promo_adult_nsfw': 1,873 (1.2%) + 'promo_specified': 1,310 (0.8%) + 'no_ads': 73 (0.0%) + 'promo_adult': 53 (0.0%) + 'promo_all': 18 (0.0%) + 'house_only': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 168,226/168,227 (100.0%) +Types: NoneType:168,173, int:53 +Null/Empty: null:168,173 +Numeric values: 53 total +Numeric range: min:50, max:140, avg:102.7 +Numeric std dev: 29.9 +Unique numbers tracked: 20 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 168,226/168,227 (100.0%) +Types: NoneType:168,173, int:53 +Null/Empty: null:168,173 +Numeric values: 53 total +Numeric range: min:70, max:140, avg:130.8 +Numeric std dev: 23.7 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 46 (86.8%) + 70: 7 (13.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 138,089/168,227 (82.1%) +Types: list:138,089 +Null/Empty: empty_arr:137,528 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 138,089/168,227 (82.1%) +Types: str:138,089 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 137,528 (99.6%) + 'richtext': 561 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,373/168,227 (2.6%) +Types: bool:4,373 +Booleans: true:0 (0.0%), false:4,373 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 170/168,227 (0.1%) +Types: bool:170 +Booleans: true:170 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 50/168,227 (0.0%) +Types: str:50 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 47 (94.0%) + 'image': 2 (4.0%) + 'rich:video': 1 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 50/168,227 (0.0%) +Types: dict:50 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/168,227 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-04.jsonl +Analysis Time: 2026-01-15 06:11:16 +================================================================================ +Total lines: 167,472 +Processed lines: 167,472 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:167,472 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 390 (0.2%) + 'yorosa': 49 (0.0%) + 'mdinfo': 25 (0.0%) + 'markansoul': 15 (0.0%) + 'rmuser': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:137,741, str:29,731 +Null/Empty: null:137,741, empty_str:29,731 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:166,959, str:513 +Null/Empty: null:166,959, empty_str:31 +String length avg: 9.1 +Unique strings tracked: 58 +Top 5 string values: + 'psn': 135 (28.0%) + 'northcarolina-flag': 116 (24.1%) + 'flair-gamertag': 32 (6.6%) + 'purple': 31 (6.4%) + 'SK': 22 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:166,878, str:594 +Null/Empty: null:166,878, empty_str:11 +String length avg: 12.5 +Unique strings tracked: 62 +Top 5 string values: + 'mastabling': 135 (23.2%) + 'North Carolina': 116 (19.9%) + 'Deadbeat dad': 51 (8.7%) + 'Moderator': 32 (5.5%) + 'Literally a teddy bear': 31 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:137,741, str:29,731 +Null/Empty: null:137,741 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 29,731 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:159,040 (95.0%), false:8,432 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:137,758 (82.3%), false:29,714 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:1,207,008,012, max:1,209,599,946, avg:1208299540.2 +Numeric std dev: 758982.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,472 +Null/Empty: null:167,472 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 66 (0.0%) + 'self.reddit.com': 33 (0.0%) + 'nytimes.com': 20 (0.0%) + 'video.google.com': 16 (0.0%) + 'news.yahoo.com': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6e3kj': 1 (0.0%) + '6e3kk': 1 (0.0%) + '6e3kl': 1 (0.0%) + '6e3km': 1 (0.0%) + '6e3kn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:68,289 (40.8%), false:99,183 (59.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:2,554 (1.5%), false:164,918 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,468, str:4 +Null/Empty: null:167,468 +String length avg: 9.5 +Unique strings tracked: 4 +String values distribution: + 'three': 1 (25.0%) + 'normal': 1 (25.0%) + 'camera': 1 (25.0%) + 'nonwhitelistedchannel': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 167,472/167,472 (100.0%) +Types: list:167,472 +Null/Empty: empty_arr:167,468 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,468, str:4 +Null/Empty: null:167,468 +String length avg: 15.5 +Unique strings tracked: 4 +String values distribution: + 'Real Life': 1 (25.0%) + 'No videos': 1 (25.0%) + 'Picture/Video': 1 (25.0%) + 'Non-whitelisted Youtube Channel': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 167,468 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,466, dict:6 +Null/Empty: null:167,466 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 167,472/167,472 (100.0%) +Types: dict:167,472 +Null/Empty: empty_obj:167,466 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:128,964 (77.0%), false:38,508 (23.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:0, max:1,411, avg:2.7 +Numeric std dev: 18.1 +Unique numbers tracked: 361 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:1,335 (0.8%), false:166,137 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 167,472/167,472 (100.0%) +Types: str:161,620, NoneType:5,852 +Null/Empty: null:5,852 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 159,040 (98.4%) + 'promo_specified': 1,303 (0.8%) + 'promo_adult_nsfw': 1,018 (0.6%) + 'promo_adult': 111 (0.1%) + 'promo_all': 75 (0.0%) + 'no_ads': 68 (0.0%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6e3kj/beautiful_sunset_phot...': 1 (0.0%) + '/r/worldnews/comments/6e3kk/olympic_torch_to_dodge...': 1 (0.0%) + '/r/reddit.com/comments/6e3kl/fast_cheap_and_in_con...': 1 (0.0%) + '/r/reddit.com/comments/6e3km/school_officials_stri...': 1 (0.0%) + '/r/reddit.com/comments/6e3kn/cat_fur_trade_still_l...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:1,522,688,241, max:1,522,690,997, avg:1522689589.2 +Numeric std dev: 786.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 167,472/167,472 (100.0%) +Types: int:167,472 +Numeric values: 167,472 total +Numeric range: min:0, max:853, avg:4.7 +Numeric std dev: 22.7 +Unique numbers tracked: 426 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:167,466, dict:6 +Null/Empty: null:167,466 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 167,472/167,472 (100.0%) +Types: dict:167,472 +Null/Empty: empty_obj:167,466 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +Null/Empty: empty_str:145,406 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 21,858 (99.1%) + '[removed]': 208 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:167,472 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 167,472/167,472 (100.0%) +Types: bool:167,472 +Booleans: true:0 (0.0%), false:167,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 8.9 +Unique strings tracked: 492 +Top 5 string values: + 'reddit.com': 91,288 (54.5%) + 'politics': 14,677 (8.8%) + 'entertainment': 7,366 (4.4%) + 'business': 7,154 (4.3%) + 'funny': 5,175 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 5.7 +Unique strings tracked: 492 +Top 5 string values: + 't5_6': 91,288 (54.5%) + 't5_2cneq': 14,677 (8.8%) + 't5_2qh0f': 7,366 (4.4%) + 't5_2qgzg': 7,154 (4.3%) + 't5_2qh33': 5,175 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 10.9 +Unique strings tracked: 492 +Top 5 string values: + 'r/reddit.com': 91,288 (54.5%) + 'r/politics': 14,677 (8.8%) + 'r/entertainment': 7,366 (4.4%) + 'r/business': 7,154 (4.3%) + 'r/funny': 5,175 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 7.1 +Unique strings tracked: 3 +String values distribution: + 'archived': 91,288 (54.5%) + 'public': 75,652 (45.2%) + 'restricted': 532 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 167,472/167,472 (100.0%) +Types: NoneType:162,054, str:5,418 +Null/Empty: null:162,054 +String length avg: 9.4 +Unique strings tracked: 4 +String values distribution: + 'confidence': 4,923 (90.9%) + 'new': 492 (9.1%) + 'top': 2 (0.0%) + 'qa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +Null/Empty: empty_str:1 +String length avg: 7.0 +Unique strings tracked: 63 +Top 5 string values: + 'default': 165,835 (99.0%) + 'self': 1,575 (0.9%) + 'https://b.thumbs.redditmedia.com/sSIyf2Oku8NWaSR4f...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/IlBLm4aPOezCEyIMs...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/IUTgt5vPmwzv0iYlE...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 51.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In Living Colors! Game': 3 (0.0%) + 'Gay Gene? A Biological Explanation for Human Sexua...': 3 (0.0%) + 'Companies go 'topless' at meetings': 2 (0.0%) + 'What happened to children of the top Nazis? One is...': 2 (0.0%) + 'USA 2008: The Great Depression': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 167,472/167,472 (100.0%) +Types: str:167,472 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.independent.co.uk/news/world/americas/u...': 6 (0.0%) + 'http://www.techcrunch.com/2008/03/31/why-were-suin...': 3 (0.0%) + 'http://uk.youtube.com/': 3 (0.0%) + 'http://video.google.com/videoplay?docid=-842180934...': 3 (0.0%) + 'http://www.ehow.com/how_2254248_use-outsourcing-co...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 167,472/167,472 (100.0%) +Types: str:161,620, NoneType:5,852 +Null/Empty: null:5,852 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 158,619 (98.1%) + 'promo_adult_nsfw': 1,441 (0.9%) + 'promo_specified': 1,303 (0.8%) + 'promo_adult': 109 (0.1%) + 'promo_all': 75 (0.0%) + 'no_ads': 68 (0.0%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 167,471/167,472 (100.0%) +Types: NoneType:167,406, int:65 +Null/Empty: null:167,406 +Numeric values: 65 total +Numeric range: min:24, max:140, avg:103.7 +Numeric std dev: 29.3 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 167,471/167,472 (100.0%) +Types: NoneType:167,406, int:65 +Null/Empty: null:167,406 +Numeric values: 65 total +Numeric range: min:70, max:140, avg:131.4 +Numeric std dev: 23.0 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 57 (87.7%) + 70: 8 (12.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 137,758/167,472 (82.3%) +Types: list:137,758 +Null/Empty: empty_arr:137,175 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 137,758/167,472 (82.3%) +Types: str:137,758 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 137,175 (99.6%) + 'richtext': 583 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,723/167,472 (2.8%) +Types: bool:4,723 +Booleans: true:0 (0.0%), false:4,723 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,000/167,472 (1.2%) +Types: bool:2,000 +Booleans: true:2,000 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 61/167,472 (0.0%) +Types: str:61 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 52 (85.2%) + 'rich:video': 5 (8.2%) + 'image': 4 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 61/167,472 (0.0%) +Types: dict:61 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/167,472 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +================================================================================ + +================================================================================ +FILE: RS_2008-05.jsonl +Analysis Time: 2026-01-15 06:11:28 +================================================================================ +Total lines: 177,022 +Processed lines: 177,022 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:177,022 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 311 (0.2%) + 'multi': 30 (0.0%) + 'blinkin': 26 (0.0%) + 'qgyh2': 23 (0.0%) + 'd4rksinz': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:146,358, str:30,664 +Null/Empty: null:146,358, empty_str:30,664 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:176,538, str:484 +Null/Empty: null:176,538, empty_str:17 +String length avg: 7.2 +Unique strings tracked: 64 +Top 5 string values: + 'psn': 164 (35.1%) + 'northcarolina-flag': 34 (7.3%) + 'no-knight': 25 (5.4%) + 'california-flag': 24 (5.1%) + 'purple': 20 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:176,474, str:548 +Null/Empty: null:176,474, empty_str:12 +String length avg: 12.3 +Unique strings tracked: 82 +Top 5 string values: + 'mastabling': 163 (30.4%) + 'Deadbeat dad': 38 (7.1%) + 'North Carolina': 34 (6.3%) + 'California': 24 (4.5%) + '/r/energy creator': 21 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:146,358, str:30,664 +Null/Empty: null:146,358 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 30,664 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:168,120 (95.0%), false:8,902 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:146,378 (82.7%), false:30,644 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:1,209,600,003, max:1,212,278,342, avg:1210965075.1 +Numeric std dev: 771047.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,022 +Null/Empty: null:177,022 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 61 (0.0%) + 'squidoo.com': 23 (0.0%) + 'news.yahoo.com': 20 (0.0%) + 'ezinearticles.com': 14 (0.0%) + 'nytimes.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6hq4l': 1 (0.0%) + '6hq4m': 1 (0.0%) + '6hq4n': 1 (0.0%) + '6hq4o': 1 (0.0%) + '6hq4p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:72,716 (41.1%), false:104,306 (58.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:3,040 (1.7%), false:173,982 (98.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,019, str:3 +Null/Empty: null:177,019 +String length avg: 11.3 +Unique strings tracked: 3 +String values distribution: + 'Not an Image': 1 (33.3%) + 'notappropriate': 1 (33.3%) + 'official': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 177,022/177,022 (100.0%) +Types: list:177,022 +Null/Empty: empty_arr:177,019 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,019, str:3 +Null/Empty: null:177,019 +String length avg: 14.7 +Unique strings tracked: 3 +String values distribution: + 'Not an Image': 1 (33.3%) + 'Blogging Platform': 1 (33.3%) + 'Official Source': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 177,019 (100.0%) + 'richtext': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,020, dict:2 +Null/Empty: null:177,020 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 177,022/177,022 (100.0%) +Types: dict:177,022 +Null/Empty: empty_obj:177,020 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:138,165 (78.0%), false:38,857 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:0, max:1,808, avg:2.9 +Numeric std dev: 20.0 +Unique numbers tracked: 399 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:1,488 (0.8%), false:175,534 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 177,022/177,022 (100.0%) +Types: str:170,943, NoneType:6,079 +Null/Empty: null:6,079 +String length avg: 7.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 168,120 (98.3%) + 'promo_specified': 1,398 (0.8%) + 'promo_adult_nsfw': 1,104 (0.6%) + 'promo_adult': 130 (0.1%) + 'no_ads': 108 (0.1%) + 'promo_all': 77 (0.0%) + 'house_only': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6hq4l/psp_hot_shots_golf_op...': 1 (0.0%) + '/r/programming/comments/6hq4m/missing_services_for...': 1 (0.0%) + '/r/science/comments/6hq4n/a_license_to_cheat_twoth...': 1 (0.0%) + '/r/reddit.com/comments/6hq4o/att_wants_in_on_digit...': 1 (0.0%) + '/r/entertainment/comments/6hq4p/linkin_park_the_ol...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:1,522,690,997, max:1,522,693,818, avg:1522692407.5 +Numeric std dev: 814.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 177,022/177,022 (100.0%) +Types: int:177,022 +Numeric values: 177,022 total +Numeric range: min:0, max:1,070, avg:4.6 +Numeric std dev: 23.4 +Unique numbers tracked: 436 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:177,020, dict:2 +Null/Empty: null:177,020 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 177,022/177,022 (100.0%) +Types: dict:177,022 +Null/Empty: empty_obj:177,020 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +Null/Empty: empty_str:154,688 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 22,118 (99.0%) + '[removed]': 216 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:177,022 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 177,022/177,022 (100.0%) +Types: bool:177,022 +Booleans: true:0 (0.0%), false:177,022 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 8.9 +Unique strings tracked: 643 +Top 5 string values: + 'reddit.com': 91,843 (51.9%) + 'politics': 16,228 (9.2%) + 'entertainment': 9,198 (5.2%) + 'business': 7,548 (4.3%) + 'pics': 6,458 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 5.9 +Unique strings tracked: 643 +Top 5 string values: + 't5_6': 91,843 (51.9%) + 't5_2cneq': 16,228 (9.2%) + 't5_2qh0f': 9,198 (5.2%) + 't5_2qgzg': 7,548 (4.3%) + 't5_2qh0u': 6,458 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 10.9 +Unique strings tracked: 643 +Top 5 string values: + 'r/reddit.com': 91,843 (51.9%) + 'r/politics': 16,228 (9.2%) + 'r/entertainment': 9,198 (5.2%) + 'r/business': 7,548 (4.3%) + 'r/pics': 6,458 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'archived': 91,843 (51.9%) + 'public': 84,741 (47.9%) + 'restricted': 438 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 177,022/177,022 (100.0%) +Types: NoneType:171,712, str:5,310 +Null/Empty: null:171,712 +String length avg: 9.3 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,749 (89.4%) + 'new': 556 (10.5%) + 'top': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +Null/Empty: empty_str:6 +String length avg: 7.0 +Unique strings tracked: 71 +Top 5 string values: + 'default': 175,150 (98.9%) + 'self': 1,796 (1.0%) + 'https://b.thumbs.redditmedia.com/9lA47XcmllezYo43A...': 2 (0.0%) + 'https://a.thumbs.redditmedia.com/oR3KVaueAixlVo3MV...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/rAwl5aoVSRj7Kxpvm...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Global warming? Next decade could be cooler, says ...': 2 (0.0%) + '2yo trying to mimic the Jabbawockeez': 2 (0.0%) + 'ReadBurner « Entertaining Audio': 2 (0.0%) + 'Victoria Lindsay's MySpace Page Update': 2 (0.0%) + '"Going Green" Is It Really That Important?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 177,022/177,022 (100.0%) +Types: str:177,022 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://demconwatch.blogspot.com/2008/04/superdeleg...': 3 (0.0%) + 'http://www.huffingtonpost.com/2008/04/30/hillary-c...': 3 (0.0%) + 'http://www.youtube.com/watch?v=-tnxkXpjFkc': 2 (0.0%) + 'http://caseyhoutz.wordpress.com/2008/04/30/readbur...': 2 (0.0%) + 'http://www.cnn.com/2008/POLITICS/04/30/obama.wrigh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 177,022/177,022 (100.0%) +Types: str:170,943, NoneType:6,079 +Null/Empty: null:6,079 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 167,649 (98.1%) + 'promo_adult_nsfw': 1,575 (0.9%) + 'promo_specified': 1,398 (0.8%) + 'promo_adult': 130 (0.1%) + 'no_ads': 108 (0.1%) + 'promo_all': 77 (0.0%) + 'house_only': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 177,016/177,022 (100.0%) +Types: NoneType:176,938, int:78 +Null/Empty: null:176,938 +Numeric values: 78 total +Numeric range: min:28, max:140, avg:101.1 +Numeric std dev: 33.5 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 177,016/177,022 (100.0%) +Types: NoneType:176,938, int:78 +Null/Empty: null:176,938 +Numeric values: 78 total +Numeric range: min:53, max:140, avg:136.2 +Numeric std dev: 16.5 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 74 (94.9%) + 70: 3 (3.8%) + 53: 1 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 146,378/177,022 (82.7%) +Types: list:146,378 +Null/Empty: empty_arr:145,842 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 146,378/177,022 (82.7%) +Types: str:146,378 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 145,842 (99.6%) + 'richtext': 536 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,450/177,022 (2.5%) +Types: bool:4,450 +Booleans: true:0 (0.0%), false:4,450 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 819/177,022 (0.5%) +Types: bool:819 +Booleans: true:819 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 70/177,022 (0.0%) +Types: str:70 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'link': 65 (92.9%) + 'image': 5 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 70/177,022 (0.0%) +Types: dict:70 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/177,022 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-06.jsonl +Analysis Time: 2026-01-15 06:11:42 +================================================================================ +Total lines: 190,682 +Processed lines: 190,682 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:190,682 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 377 (0.2%) + 'jack_alexander': 18 (0.0%) + 'glmory': 18 (0.0%) + 'kaesinee': 17 (0.0%) + 'rmuser': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:155,296, str:35,386 +Null/Empty: null:155,296, empty_str:35,386 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,072, str:610 +Null/Empty: null:190,072, empty_str:41 +String length avg: 6.5 +Unique strings tracked: 89 +Top 5 string values: + 'psn': 149 (26.2%) + 'no-knight': 62 (10.9%) + 'SK': 21 (3.7%) + '24': 20 (3.5%) + 'purple': 16 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:189,984, str:698 +Null/Empty: null:189,984, empty_str:21 +String length avg: 12.7 +Unique strings tracked: 119 +Top 5 string values: + 'mastabling': 147 (21.7%) + 'Atheist': 37 (5.5%) + 'Deadbeat dad': 33 (4.9%) + 'Saskatchewan': 21 (3.1%) + 'Bronze (Internet Freelancer)': 20 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:155,296, str:35,386 +Null/Empty: null:155,296 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 35,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:177,437 (93.1%), false:13,245 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:155,321 (81.5%), false:35,361 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:1,212,278,424, max:1,214,870,398, avg:1213605010.5 +Numeric std dev: 739113.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,682 +Null/Empty: null:190,682 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 59 (0.0%) + 'self.reddit.com': 24 (0.0%) + 'nytimes.com': 24 (0.0%) + 'news.bbc.co.uk': 21 (0.0%) + 'demotivateus.com': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,679, float:3 +Booleans: true:0 (0.0%), false:190,679 (100.0%) +Numeric values: 3 total +Numeric range: min:1,485,379,474.0, max:1,485,379,475.0, avg:1485379474.3 +Numeric std dev: 16.0 +Unique numbers tracked: 2 +Numeric values distribution: + 1,485,379,474.0: 2 (66.7%) + 1,485,379,475.0: 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6lkfx': 1 (0.0%) + '6lkfy': 1 (0.0%) + '6lkfz': 1 (0.0%) + '6lkg0': 1 (0.0%) + '6lkg1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:80,511 (42.2%), false:110,171 (57.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:4,372 (2.3%), false:186,310 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,674, str:8 +Null/Empty: null:190,674, empty_str:1 +String length avg: 6.6 +Unique strings tracked: 5 +String values distribution: + 'twentytwo': 2 (28.6%) + 'seventeen': 2 (28.6%) + 'two': 1 (14.3%) + 'ten': 1 (14.3%) + 'nine': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 190,682/190,682 (100.0%) +Types: list:190,682 +Null/Empty: empty_arr:190,674 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,674, str:8 +Null/Empty: null:190,674 +String length avg: 11.9 +Unique strings tracked: 6 +String values distribution: + 'Technology': 2 (25.0%) + 'Mathematics': 2 (25.0%) + 'Linguistics': 1 (12.5%) + 'please move to megathread': 1 (12.5%) + 'Psychology': 1 (12.5%) + 'Physics': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 190,674 (100.0%) + 'richtext': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,673, dict:9 +Null/Empty: null:190,673 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 190,682/190,682 (100.0%) +Types: dict:190,682 +Null/Empty: empty_obj:190,673 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:145,393 (76.2%), false:45,289 (23.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:0, max:33,329, avg:3.0 +Numeric std dev: 78.8 +Unique numbers tracked: 421 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 190,681 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:1,948 (1.0%), false:188,734 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 190,682/190,682 (100.0%) +Types: str:182,996, NoneType:7,686 +Null/Empty: null:7,686 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 177,437 (97.0%) + 'promo_specified': 3,709 (2.0%) + 'promo_adult_nsfw': 1,458 (0.8%) + 'promo_adult': 172 (0.1%) + 'no_ads': 141 (0.1%) + 'promo_all': 71 (0.0%) + 'house_only': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6lkfx/the_most_dangerous_sp...': 1 (0.0%) + '/r/digitaladvertising/comments/6lkfy/esther_dyson_...': 1 (0.0%) + '/r/reddit.com/comments/6lkfz/end_in_sight/': 1 (0.0%) + '/r/reddit.com/comments/6lkg0/brooke_mueller_real_e...': 1 (0.0%) + '/r/pics/comments/6lkg1/i_want_you_to_have_the_same...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:1,522,693,818, max:1,522,696,855, avg:1522695339.9 +Numeric std dev: 876.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 190,682/190,682 (100.0%) +Types: int:190,682 +Numeric values: 190,682 total +Numeric range: min:0, max:4,442, avg:6.2 +Numeric std dev: 45.7 +Unique numbers tracked: 713 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,673, dict:9 +Null/Empty: null:190,673 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 190,682/190,682 (100.0%) +Types: dict:190,682 +Null/Empty: empty_obj:190,673 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +Null/Empty: empty_str:164,924 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 25,448 (98.8%) + '[removed]': 310 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:190,682 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 190,682/190,682 (100.0%) +Types: bool:190,682 +Booleans: true:0 (0.0%), false:190,682 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 94,183 (49.4%) + 'politics': 16,363 (8.6%) + 'entertainment': 9,265 (4.9%) + 'pics': 6,759 (3.5%) + 'technology': 6,319 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 94,183 (49.4%) + 't5_2cneq': 16,363 (8.6%) + 't5_2qh0f': 9,265 (4.9%) + 't5_2qh0u': 6,759 (3.5%) + 't5_2qh16': 6,319 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 94,183 (49.4%) + 'r/politics': 16,363 (8.6%) + 'r/entertainment': 9,265 (4.9%) + 'r/pics': 6,759 (3.5%) + 'r/technology': 6,319 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'archived': 95,815 (50.2%) + 'public': 94,082 (49.3%) + 'restricted': 785 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:185,994, str:4,688 +Null/Empty: null:185,994 +String length avg: 9.3 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,227 (90.2%) + 'new': 449 (9.6%) + 'top': 12 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 7.0 +Unique strings tracked: 95 +Top 5 string values: + 'default': 187,891 (98.5%) + 'self': 2,697 (1.4%) + 'https://b.thumbs.redditmedia.com/oZhayy8d-fd3dg7OI...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/rJelPCpGRtp4S4-pq...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/ejn6kg1NGch29RRfV...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,583, int:99 +Null/Empty: null:190,583 +Numeric values: 99 total +Numeric range: min:39, max:140, avg:99.9 +Numeric std dev: 30.8 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 190,682/190,682 (100.0%) +Types: NoneType:190,583, int:99 +Null/Empty: null:190,583 +Numeric values: 99 total +Numeric range: min:69, max:140, avg:130.1 +Numeric std dev: 24.4 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 85 (85.9%) + 70: 13 (13.1%) + 69: 1 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 52.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kids to adults - Don't talk down to me! (Listen to...': 3 (0.0%) + 'Richmond Virginia Criminal Defense Lawyer, Car Acc...': 3 (0.0%) + 'Teacher beds an underage student, had gotten other...': 2 (0.0%) + 'If you are reading this then I can only assume tha...': 2 (0.0%) + 'Inside a secret primate research lab': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 190,682/190,682 (100.0%) +Types: str:190,682 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.thatcanadiangirl.co.uk/blog/2008/05/30/...': 3 (0.0%) + 'http://news.bbc.co.uk/1/hi/england/london/7429638....': 3 (0.0%) + 'http://www.collegehumor.com/video:1725043': 3 (0.0%) + 'http://www.carlsoncollier.com': 3 (0.0%) + 'http://www.first-magazine.net/2008/05/31/usain-bol...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 190,682/190,682 (100.0%) +Types: str:182,996, NoneType:7,686 +Null/Empty: null:7,686 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 176,972 (96.7%) + 'promo_specified': 3,709 (2.0%) + 'promo_adult_nsfw': 1,925 (1.1%) + 'promo_adult': 170 (0.1%) + 'no_ads': 141 (0.1%) + 'promo_all': 71 (0.0%) + 'house_only': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 155,321/190,682 (81.5%) +Types: list:155,321 +Null/Empty: empty_arr:154,644 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 155,321/190,682 (81.5%) +Types: str:155,321 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 154,644 (99.6%) + 'richtext': 677 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 3,971/190,682 (2.1%) +Types: bool:3,971 +Booleans: true:0 (0.0%), false:3,971 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 997/190,682 (0.5%) +Types: bool:997 +Booleans: true:997 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 94/190,682 (0.0%) +Types: str:94 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 81 (86.2%) + 'rich:video': 8 (8.5%) + 'image': 5 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 94/190,682 (0.0%) +Types: dict:94 + +================================================================================ + +================================================================================ +FILE: RS_2008-07.jsonl +Analysis Time: 2026-01-15 06:11:57 +================================================================================ +Total lines: 218,092 +Processed lines: 218,092 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:218,092 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 373 (0.2%) + 'gst': 30 (0.0%) + 'shoesstole': 15 (0.0%) + 'IAmperfectlyCalm': 14 (0.0%) + 'tugteen': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:179,986, str:38,106 +Null/Empty: null:179,986, empty_str:38,106 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:217,494, str:598 +Null/Empty: null:217,494, empty_str:52 +String length avg: 6.8 +Unique strings tracked: 90 +Top 5 string values: + 'psn': 124 (22.7%) + 'no-knight': 61 (11.2%) + '24': 26 (4.8%) + 'Lego-Drums': 19 (3.5%) + 'northcarolina-flag': 19 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:217,394, str:698 +Null/Empty: null:217,394, empty_str:43 +String length avg: 13.9 +Unique strings tracked: 117 +Top 5 string values: + 'mastabling': 121 (18.5%) + '/r/energy creator': 47 (7.2%) + 'Atheist': 32 (4.9%) + 'Bronze (Internet Freelancer)': 26 (4.0%) + 'Deadbeat dad': 25 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:179,986, str:38,106 +Null/Empty: null:179,986 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 38,106 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:198,919 (91.2%), false:19,173 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:179,997 (82.5%), false:38,095 (17.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:1,214,870,412, max:1,217,548,795, avg:1216219401.7 +Numeric std dev: 778293.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,092 +Null/Empty: null:218,092 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 40 (0.0%) + 'self.reddit.com': 31 (0.0%) + 'nytimes.com': 15 (0.0%) + 'squidoo.com': 13 (0.0%) + 'reddit.com': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6poof': 1 (0.0%) + '6poog': 1 (0.0%) + '6pooh': 1 (0.0%) + '6pooi': 1 (0.0%) + '6pooj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:96,664 (44.3%), false:121,428 (55.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:4,238 (1.9%), false:213,854 (98.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,084, str:8 +Null/Empty: null:218,084 +String length avg: 8.8 +Unique strings tracked: 5 +String values distribution: + 'seventeen': 3 (37.5%) + 'twenty': 2 (25.0%) + 'red': 1 (12.5%) + 'darkred': 1 (12.5%) + 'nonwhitelistedchannel': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 218,092/218,092 (100.0%) +Types: list:218,092 +Null/Empty: empty_arr:218,084 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,084, str:8 +Null/Empty: null:218,084 +String length avg: 12.5 +Unique strings tracked: 5 +String values distribution: + 'Mathematics': 3 (37.5%) + 'Law': 2 (25.0%) + 'R1: Political': 1 (12.5%) + 'reject: bad topic': 1 (12.5%) + 'Non-whitelisted Youtube Channel': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 218,084 (100.0%) + 'richtext': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,083, dict:9 +Null/Empty: null:218,083 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 218,092/218,092 (100.0%) +Types: dict:218,092 +Null/Empty: empty_obj:218,083 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:167,879 (77.0%), false:50,213 (23.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:0, max:1,425, avg:2.5 +Numeric std dev: 17.8 +Unique numbers tracked: 406 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 218,091 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:2,419 (1.1%), false:215,673 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 218,092/218,092 (100.0%) +Types: str:207,504, NoneType:10,588 +Null/Empty: null:10,588 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 198,919 (95.9%) + 'promo_specified': 6,041 (2.9%) + 'promo_adult_nsfw': 2,021 (1.0%) + 'no_ads': 185 (0.1%) + 'promo_adult': 184 (0.1%) + 'promo_all': 150 (0.1%) + 'house_only': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ru/comments/6poof/фото_проституток/': 1 (0.0%) + '/r/reddit.com/comments/6poog/the_respiratory_solut...': 1 (0.0%) + '/r/entertainment/comments/6pooh/drew_barrymores_wh...': 1 (0.0%) + '/r/reddit.com/comments/6pooi/riaa_making_available...': 1 (0.0%) + '/r/reddit.com/comments/6pooj/bomodok_falls_sagada_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:1,522,696,855, max:1,522,700,335, avg:1522698589.5 +Numeric std dev: 1006.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 218,092/218,092 (100.0%) +Types: int:218,092 +Numeric values: 218,092 total +Numeric range: min:0, max:7,137, avg:6.3 +Numeric std dev: 51.8 +Unique numbers tracked: 792 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:218,083, dict:9 +Null/Empty: null:218,083 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 218,092/218,092 (100.0%) +Types: dict:218,092 +Null/Empty: empty_obj:218,083 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +Null/Empty: empty_str:190,943 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 26,933 (99.2%) + '[removed]': 216 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:218,092 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 218,092/218,092 (100.0%) +Types: bool:218,092 +Booleans: true:0 (0.0%), false:218,092 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 83,427 (38.3%) + 'politics': 12,451 (5.7%) + 'entertainment': 6,987 (3.2%) + 'pics': 6,275 (2.9%) + 'technology': 5,917 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 83,427 (38.3%) + 't5_2cneq': 12,451 (5.7%) + 't5_2qh0f': 6,987 (3.2%) + 't5_2qh0u': 6,275 (2.9%) + 't5_2qh16': 5,917 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 83,427 (38.3%) + 'r/politics': 12,451 (5.7%) + 'r/entertainment': 6,987 (3.2%) + 'r/pics': 6,275 (2.9%) + 'r/technology': 5,917 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 111,385 (51.1%) + 'archived': 105,244 (48.3%) + 'restricted': 1,463 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 218,092/218,092 (100.0%) +Types: NoneType:213,009, str:5,083 +Null/Empty: null:213,009 +String length avg: 9.2 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,477 (88.1%) + 'new': 601 (11.8%) + 'top': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +Null/Empty: empty_str:67,225 +String length avg: 7.0 +Unique strings tracked: 86 +Top 5 string values: + 'default': 148,079 (98.2%) + 'self': 2,703 (1.8%) + 'https://b.thumbs.redditmedia.com/Pr8iCjwQAEFntMexa...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/zREXaix-9naIXNyvH...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/nHDmPjwrzsSzGAN_O...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 51.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Best Forex Trading Training in Singapore': 3 (0.0%) + 'Income Investing using Forex Trading Systems': 3 (0.0%) + 'Chemistry Video and Audio Lectures (general chemis...': 3 (0.0%) + 'Children of the Hippies': 3 (0.0%) + 'Roundest objects in the world created': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 218,092/218,092 (100.0%) +Types: str:218,092 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://tencartrain.com/?p=741': 4 (0.0%) + 'http://freescienceonline.blogspot.com/2008/06/chem...': 3 (0.0%) + 'http://www.sonnyradio.com/gatheringofmustangs.html': 3 (0.0%) + 'http://glennsacks.com/blog/?p=2389': 3 (0.0%) + 'http://itp.nyu.edu/~cjc367/hippiekidstories/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 218,092/218,092 (100.0%) +Types: str:207,504, NoneType:10,588 +Null/Empty: null:10,588 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 198,467 (95.6%) + 'promo_specified': 6,041 (2.9%) + 'promo_adult_nsfw': 2,478 (1.2%) + 'no_ads': 185 (0.1%) + 'promo_adult': 179 (0.1%) + 'promo_all': 150 (0.1%) + 'house_only': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 179,997/218,092 (82.5%) +Types: list:179,997 +Null/Empty: empty_arr:179,342 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 179,997/218,092 (82.5%) +Types: str:179,997 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 179,342 (99.6%) + 'richtext': 655 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 150,867/218,092 (69.2%) +Types: NoneType:150,774, int:93 +Null/Empty: null:150,774 +Numeric values: 93 total +Numeric range: min:39, max:140, avg:100.0 +Numeric std dev: 31.1 +Unique numbers tracked: 31 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 150,867/218,092 (69.2%) +Types: NoneType:150,774, int:93 +Null/Empty: null:150,774 +Numeric values: 93 total +Numeric range: min:48, max:140, avg:128.3 +Numeric std dev: 26.9 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 78 (83.9%) + 70: 13 (14.0%) + 48: 1 (1.1%) + 50: 1 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,124/218,092 (1.9%) +Types: bool:4,124 +Booleans: true:0 (0.0%), false:4,124 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 993/218,092 (0.5%) +Types: bool:993 +Booleans: true:993 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 85/218,092 (0.0%) +Types: str:85 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 77 (90.6%) + 'rich:video': 4 (4.7%) + 'image': 4 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 85/218,092 (0.0%) +Types: dict:85 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/218,092 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2008-08.jsonl +Analysis Time: 2026-01-15 06:12:12 +================================================================================ +Total lines: 212,552 +Processed lines: 212,552 +Total unique fields: 64 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:212,552 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 329 (0.2%) + 'gst': 44 (0.0%) + 'product111': 16 (0.0%) + 'Mr_Sadist': 16 (0.0%) + 'IAmperfectlyCalm': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:173,133, str:39,419 +Null/Empty: null:173,133, empty_str:39,419 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:211,871, str:681 +Null/Empty: null:211,871, empty_str:64 +String length avg: 7.1 +Unique strings tracked: 109 +Top 5 string values: + 'psn': 69 (11.2%) + 'no-knight': 52 (8.4%) + 'biological': 40 (6.5%) + 'cnty-england': 36 (5.8%) + 'kde': 35 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:211,800, str:752 +Null/Empty: null:211,800, empty_str:41 +String length avg: 14.4 +Unique strings tracked: 130 +Top 5 string values: + 'mastabling': 58 (8.2%) + 'Moderator | Disease & Human Evolution': 40 (5.6%) + 'Kent': 36 (5.1%) + 'Deadbeat dad': 34 (4.8%) + 'Libertarian': 32 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:173,133, str:39,419 +Null/Empty: null:173,133 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 39,419 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:193,361 (91.0%), false:19,191 (9.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:173,169 (81.5%), false:39,383 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:1,217,548,816, max:1,220,227,197, avg:1218930174.9 +Numeric std dev: 766190.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,552 +Null/Empty: null:212,552 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 47 (0.0%) + 'nytimes.com': 25 (0.0%) + 'news.yahoo.com': 16 (0.0%) + 'self.AskReddit': 13 (0.0%) + 'news.bbc.co.uk': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,550, float:2 +Booleans: true:0 (0.0%), false:212,550 (100.0%) +Numeric values: 2 total +Numeric range: min:1,485,379,472.0, max:1,485,379,472.0, avg:1485379472.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,485,379,472.0: 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6udyq': 1 (0.0%) + '6udyr': 1 (0.0%) + '6udys': 1 (0.0%) + '6udyt': 1 (0.0%) + '6udyu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:96,211 (45.3%), false:116,341 (54.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:5,107 (2.4%), false:207,445 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,546, str:6 +Null/Empty: null:212,546, empty_str:1 +String length avg: 5.6 +Unique strings tracked: 4 +String values distribution: + 'nine': 2 (40.0%) + 'red': 1 (20.0%) + 'seventeen': 1 (20.0%) + 'fourteen': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 212,552/212,552 (100.0%) +Types: list:212,552 +Null/Empty: empty_arr:212,546 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,546, str:6 +Null/Empty: null:212,546 +String length avg: 10.2 +Unique strings tracked: 5 +String values distribution: + 'Physics': 2 (33.3%) + 'R1: Political': 1 (16.7%) + 'Mathematics': 1 (16.7%) + 'Philosophy': 1 (16.7%) + 'Image Gallery': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 212,546 (100.0%) + 'richtext': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,551, dict:1 +Null/Empty: null:212,551 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 212,552/212,552 (100.0%) +Types: dict:212,552 +Null/Empty: empty_obj:212,551 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:162,560 (76.5%), false:49,992 (23.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:0, max:1,724, avg:2.6 +Numeric std dev: 18.4 +Unique numbers tracked: 421 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 212,551 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:2,282 (1.1%), false:210,270 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 212,552/212,552 (100.0%) +Types: str:202,636, NoneType:9,916 +Null/Empty: null:9,916 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 193,361 (95.4%) + 'promo_specified': 6,761 (3.3%) + 'promo_adult_nsfw': 1,714 (0.8%) + 'promo_all': 297 (0.1%) + 'promo_adult': 275 (0.1%) + 'no_ads': 221 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/6udyq/community_information...': 1 (0.0%) + '/r/sports/comments/6udyr/20_ways_to_die_trying_to_...': 1 (0.0%) + '/r/reddit.com/comments/6udys/jennifer_winstanley_c...': 1 (0.0%) + '/r/reddit.com/comments/6udyt/the_onion_are_politic...': 1 (0.0%) + '/r/WTF/comments/6udyu/the_coso_artifact_a_500000_y...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:1,522,700,335, max:1,522,703,733, avg:1522702043.9 +Numeric std dev: 984.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 212,552/212,552 (100.0%) +Types: int:212,552 +Numeric values: 212,552 total +Numeric range: min:0, max:7,192, avg:6.5 +Numeric std dev: 54.6 +Unique numbers tracked: 780 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:212,551, dict:1 +Null/Empty: null:212,551 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 212,552/212,552 (100.0%) +Types: dict:212,552 +Null/Empty: empty_obj:212,551 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +Null/Empty: empty_str:184,270 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 28,025 (99.1%) + '[removed]': 257 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:212,552 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:1 (0.0%), false:212,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 212,552/212,552 (100.0%) +Types: bool:212,552 +Booleans: true:0 (0.0%), false:212,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 77,764 (36.6%) + 'politics': 14,572 (6.9%) + 'entertainment': 7,262 (3.4%) + 'pics': 6,565 (3.1%) + 'worldnews': 5,625 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 77,764 (36.6%) + 't5_2cneq': 14,572 (6.9%) + 't5_2qh0f': 7,262 (3.4%) + 't5_2qh0u': 6,565 (3.1%) + 't5_2qh13': 5,625 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 77,764 (36.6%) + 'r/politics': 14,572 (6.9%) + 'r/entertainment': 7,262 (3.4%) + 'r/pics': 6,565 (3.1%) + 'r/worldnews': 5,625 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 112,450 (52.9%) + 'archived': 98,925 (46.5%) + 'restricted': 1,177 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 212,552/212,552 (100.0%) +Types: NoneType:207,737, str:4,815 +Null/Empty: null:207,737 +String length avg: 9.5 +Unique strings tracked: 3 +String values distribution: + 'confidence': 4,443 (92.3%) + 'new': 354 (7.4%) + 'top': 18 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +Null/Empty: empty_str:72,753 +String length avg: 7.0 +Unique strings tracked: 73 +Top 5 string values: + 'default': 136,500 (97.6%) + 'self': 3,228 (2.3%) + 'https://b.thumbs.redditmedia.com/CcIOMXr_Uo6HSNiu_...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/nQyJhNegnXVyJCqow...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/VVln1QuTkWpiDehvZ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A cure for HIV?!!! Outstanding.': 3 (0.0%) + 'Psychological Proofs and Reverse CAPTCHAs': 3 (0.0%) + 'Yale Students' Lawsuit Unmasks Anonymous Trolls': 3 (0.0%) + 'California judge rules early cell phone terminatio...': 2 (0.0%) + 'As an adult, have you ever pooped yourself a littl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 212,552/212,552 (100.0%) +Types: str:212,552 +String length avg: 68.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.yahoo.com/s/nm/20080731/us_nm/newyork_...': 4 (0.0%) + 'http://tech.yahoo.com/blogs/null/99655': 3 (0.0%) + 'http://www.youtube.com/watch?v=JLf-DC4HV6o&fea...': 3 (0.0%) + 'http://weblog.fortnow.com/2008/07/psychological-pr...': 3 (0.0%) + 'http://www.wired.com/politics/law/news/2008/07/aut...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 212,552/212,552 (100.0%) +Types: str:202,636, NoneType:9,916 +Null/Empty: null:9,916 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 192,870 (95.2%) + 'promo_specified': 6,761 (3.3%) + 'promo_adult_nsfw': 2,209 (1.1%) + 'promo_all': 294 (0.1%) + 'promo_adult': 274 (0.1%) + 'no_ads': 221 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 173,169/212,552 (81.5%) +Types: list:173,169 +Null/Empty: empty_arr:172,458 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 173,169/212,552 (81.5%) +Types: str:173,169 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 172,458 (99.6%) + 'richtext': 711 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 139,799/212,552 (65.8%) +Types: NoneType:139,725, int:74 +Null/Empty: null:139,725 +Numeric values: 74 total +Numeric range: min:29, max:140, avg:103.5 +Numeric std dev: 29.7 +Unique numbers tracked: 25 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 139,799/212,552 (65.8%) +Types: NoneType:139,725, int:74 +Null/Empty: null:139,725 +Numeric values: 74 total +Numeric range: min:70, max:140, avg:133.4 +Numeric std dev: 20.5 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 67 (90.5%) + 70: 7 (9.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,052/212,552 (1.9%) +Types: bool:4,052 +Booleans: true:0 (0.0%), false:4,052 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 832/212,552 (0.4%) +Types: bool:832 +Booleans: true:832 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 71/212,552 (0.0%) +Types: str:71 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'link': 68 (95.8%) + 'image': 3 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 71/212,552 (0.0%) +Types: dict:71 + +================================================================================ + +================================================================================ +FILE: RS_2008-09.jsonl +Analysis Time: 2026-01-15 06:12:31 +================================================================================ +Total lines: 256,268 +Processed lines: 256,268 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:256,250 (100.0%), false:18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 433 (0.2%) + 'gst': 28 (0.0%) + 'spif': 26 (0.0%) + 'swampsparrow': 19 (0.0%) + 'jack_alexander': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:205,359, str:50,909 +Null/Empty: null:205,359, empty_str:50,909 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:255,313, str:955 +Null/Empty: null:255,313, empty_str:59 +String length avg: 8.4 +Unique strings tracked: 145 +Top 5 string values: + 'psn': 74 (8.3%) + 'california-flag': 67 (7.5%) + 'purple': 56 (6.2%) + 'northcarolina-flag': 55 (6.1%) + 'no-knight': 37 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:255,215, str:1,053 +Null/Empty: null:255,215, empty_str:82 +String length avg: 14.0 +Unique strings tracked: 165 +Top 5 string values: + 'California': 67 (6.9%) + 'mastabling': 66 (6.8%) + 'Literally a teddy bear': 56 (5.8%) + 'North Carolina': 55 (5.7%) + 'gay photoshop genius': 50 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:205,359, str:50,909 +Null/Empty: null:205,359 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 50,909 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:230,084 (89.8%), false:26,184 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:205,451 (80.2%), false:50,817 (19.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:1,220,227,204, max:1,222,819,172, avg:1221543066.5 +Numeric std dev: 750448.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,268 +Null/Empty: null:256,268 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +Null/Empty: empty_str:2 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 54 (0.0%) + 'self.reddit.com': 39 (0.0%) + 'nytimes.com': 25 (0.0%) + 'huffingtonpost.com': 18 (0.0%) + 'flickr.com': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,267, float:1 +Booleans: true:0 (0.0%), false:256,267 (100.0%) +Numeric values: 1 total +Numeric range: min:1,475,176,611.0, max:1,475,176,611.0, avg:1475176611.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,475,176,611.0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:4 (0.0%), false:256,264 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6mtzb': 1 (0.0%) + '6njce': 1 (0.0%) + '6q8oj': 1 (0.0%) + '6vbp0': 1 (0.0%) + '6yd4u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:117,264 (45.8%), false:139,004 (54.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:8,258 (3.2%), false:248,010 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,251, str:17 +Null/Empty: null:256,251, empty_str:3 +String length avg: 10.9 +Unique strings tracked: 10 +String values distribution: + 'nonwhitelistedchannel': 5 (35.7%) + 'ten': 1 (7.1%) + 'puretech': 1 (7.1%) + 'news': 1 (7.1%) + 'Sports': 1 (7.1%) + 'removed': 1 (7.1%) + 'three': 1 (7.1%) + 'red': 1 (7.1%) + 'faq': 1 (7.1%) + 'twentytwo': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 256,268/256,268 (100.0%) +Types: list:256,268 +Null/Empty: empty_arr:256,251 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,251, str:17 +Null/Empty: null:256,251 +String length avg: 15.5 +Unique strings tracked: 12 +Top 5 string values: + 'Non-whitelisted Youtube Channel': 5 (29.4%) + '👎 shitpost': 2 (11.8%) + 'Psychology': 1 (5.9%) + 'Pure Tech': 1 (5.9%) + 'News': 1 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 256,251 (100.0%) + 'richtext': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,260, dict:8 +Null/Empty: null:256,260 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 256,268/256,268 (100.0%) +Types: dict:256,268 +Null/Empty: empty_obj:256,260 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:191,084 (74.6%), false:65,184 (25.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:0, max:1,425, avg:2.4 +Numeric std dev: 18.1 +Unique numbers tracked: 431 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:2,548 (1.0%), false:253,720 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 256,268/256,268 (100.0%) +Types: str:240,663, NoneType:15,605 +Null/Empty: null:15,605 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 230,084 (95.6%) + 'promo_specified': 6,862 (2.9%) + 'promo_adult_nsfw': 2,169 (0.9%) + 'promo_all': 783 (0.3%) + 'promo_adult': 414 (0.2%) + 'no_ads': 344 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/6mtzb/time_warner_cable_to_block_all_use...': 1 (0.0%) + '/comments/6njce/do_not_be_fooled_by_impostors/': 1 (0.0%) + '/comments/6q8oj/thank_you_adobe_reader_9/': 1 (0.0%) + '/comments/6vbp0/wacky_words/': 1 (0.0%) + '/comments/6yd4u/six_common_myths_about_language/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:1,522,694,754, max:1,522,707,776, avg:1522705745.7 +Numeric std dev: 1165.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 256,268/256,268 (100.0%) +Types: int:256,268 +Numeric values: 256,268 total +Numeric range: min:0, max:4,957, avg:7.3 +Numeric std dev: 56.9 +Unique numbers tracked: 878 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:256,260, dict:8 +Null/Empty: null:256,260 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 256,268/256,268 (100.0%) +Types: dict:256,268 +Null/Empty: empty_obj:256,260 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +Null/Empty: empty_str:220,479 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 34,972 (97.7%) + '[removed]': 817 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:256,268 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 256,268/256,268 (100.0%) +Types: bool:256,268 +Booleans: true:0 (0.0%), false:256,268 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 56,520 (22.1%) + 'politics': 17,200 (6.7%) + 'technology': 4,219 (1.6%) + 'pics': 4,144 (1.6%) + 'worldnews': 3,403 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 56,520 (22.1%) + 't5_2cneq': 17,200 (6.7%) + 't5_2qh16': 4,219 (1.6%) + 't5_2qh0u': 4,144 (1.6%) + 't5_2qh13': 3,403 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 56,520 (22.1%) + 'r/politics': 17,200 (6.7%) + 'r/technology': 4,219 (1.6%) + 'r/pics': 4,144 (1.6%) + 'r/worldnews': 3,403 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 142,554 (55.6%) + 'archived': 112,364 (43.8%) + 'restricted': 1,350 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 256,268/256,268 (100.0%) +Types: NoneType:251,107, str:5,161 +Null/Empty: null:251,107 +String length avg: 9.3 +Unique strings tracked: 5 +String values distribution: + 'confidence': 4,605 (89.2%) + 'new': 488 (9.5%) + 'old': 42 (0.8%) + 'top': 23 (0.4%) + 'controversial': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +Null/Empty: empty_str:86,542 +String length avg: 7.0 +Unique strings tracked: 105 +Top 5 string values: + 'default': 164,537 (96.9%) + 'self': 5,086 (3.0%) + 'https://b.thumbs.redditmedia.com/JYXs2kgedi9t8KlHS...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/75SS976JebJQczqAf...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/6FT2Vo68boTX6LwQa...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'vietnam travel, vietnam holidays,vietnam tours,vie...': 4 (0.0%) + 'The Principia Cybernetica Web': 3 (0.0%) + 'Tonigh is hockey time': 3 (0.0%) + 'Hostgator review after 18 months hosted': 3 (0.0%) + 'A sneak peek of the official new McCain-Palin post...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 256,268/256,268 (100.0%) +Types: str:256,268 +String length avg: 69.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.americablog.com/2008/08/what-earrings-w...': 3 (0.0%) + 'http://pespmc1.vub.ac.be/PCP-book.html': 3 (0.0%) + 'http://anthemchallenge.cbc.ca/mediadetail/328489': 3 (0.0%) + 'http://www.hostgatorreview.org/hostgator-review-af...': 3 (0.0%) + 'http://www.wetherobots.com/2008/08/28/company-poli...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 256,268/256,268 (100.0%) +Types: str:240,663, NoneType:15,605 +Null/Empty: null:15,605 +String length avg: 7.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 229,641 (95.4%) + 'promo_specified': 6,862 (2.9%) + 'promo_adult_nsfw': 2,620 (1.1%) + 'promo_all': 777 (0.3%) + 'promo_adult': 412 (0.2%) + 'no_ads': 344 (0.1%) + 'house_only': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 205,451/256,268 (80.2%) +Types: list:205,451 +Null/Empty: empty_arr:204,480 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 205,451/256,268 (80.2%) +Types: str:205,451 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 204,480 (99.5%) + 'richtext': 971 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 169,726/256,268 (66.2%) +Types: NoneType:169,615, int:111 +Null/Empty: null:169,615 +Numeric values: 111 total +Numeric range: min:16, max:140, avg:103.5 +Numeric std dev: 31.8 +Unique numbers tracked: 40 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 169,726/256,268 (66.2%) +Types: NoneType:169,615, int:111 +Null/Empty: null:169,615 +Numeric values: 111 total +Numeric range: min:16, max:140, avg:131.3 +Numeric std dev: 24.5 +Unique numbers tracked: 5 +Numeric values distribution: + 140: 98 (88.3%) + 70: 10 (9.0%) + 16: 1 (0.9%) + 69: 1 (0.9%) + 64: 1 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,178/256,268 (1.6%) +Types: bool:4,178 +Booleans: true:0 (0.0%), false:4,178 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 811/256,268 (0.3%) +Types: bool:811 +Booleans: true:811 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 103/256,268 (0.0%) +Types: str:103 +String length avg: 4.3 +Unique strings tracked: 3 +String values distribution: + 'link': 92 (89.3%) + 'image': 6 (5.8%) + 'rich:video': 5 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 103/256,268 (0.0%) +Types: dict:103 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 18/256,268 (0.0%) +Types: str:14, NoneType:4 +Null/Empty: null:4 +String length avg: 7.5 +Unique strings tracked: 14 +Top 5 string values: + 't2_1vdi': 1 (7.1%) + 't2_34hzo': 1 (7.1%) + 't2_300dx': 1 (7.1%) + 't2_20z8g': 1 (7.1%) + 't2_32hb1': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 18/256,268 (0.0%) +Types: list:18 +Null/Empty: empty_arr:18 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 18/256,268 (0.0%) +Types: list:18 +Null/Empty: empty_arr:18 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 18/256,268 (0.0%) +Types: str:18 +String length avg: 62.8 +Unique strings tracked: 18 +Top 5 string values: + 'http://news.cnet.com/8301-13578_3-9964895-38.html': 1 (5.6%) + 'http://images.encyclopediadramatica.com/images/c/c...': 1 (5.6%) + 'http://blog.micropledge.com/2008/07/adobe-reader-9...': 1 (5.6%) + 'http://robertstevenson.wordpress.com/2008/08/07/wa...': 1 (5.6%) + 'http://grammar.about.com/od/words/a/langmyths6.htm': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 18/256,268 (0.0%) +Types: bool:18 +Booleans: true:0 (0.0%), false:18 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 18/256,268 (0.0%) +Types: str:18 +Null/Empty: empty_str:18 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 18/256,268 (0.0%) +Types: dict:18 +Null/Empty: empty_obj:18 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 18/256,268 (0.0%) +Types: bool:18 +Booleans: true:18 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 18/256,268 (0.0%) +Types: list:18 +Null/Empty: empty_arr:18 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 18/256,268 (0.0%) +Types: NoneType:18 +Null/Empty: null:18 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 8/256,268 (0.0%) +Types: str:8 +Null/Empty: empty_str:8 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/256,268 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '61a5ce90-74a5-11e7-a4de-0e5517db016e': 1 (50.0%) + 'b6f7a02a-74a6-11e7-8ebf-0e76a733d78a': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2008-10.jsonl +Analysis Time: 2026-01-15 06:12:53 +================================================================================ +Total lines: 282,974 +Processed lines: 282,974 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:282,969 (100.0%), false:5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 511 (0.2%) + 'rmuser': 36 (0.0%) + 'charlatan': 31 (0.0%) + 'swampsparrow': 22 (0.0%) + 'IAmperfectlyCalm': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:227,336, str:55,638 +Null/Empty: null:227,336, empty_str:55,637 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:281,826, str:1,148 +Null/Empty: null:281,826, empty_str:124 +String length avg: 8.5 +Unique strings tracked: 141 +Top 5 string values: + 'psn': 117 (11.4%) + 'california-flag': 109 (10.6%) + 'northcarolina-flag': 53 (5.2%) + 'ON': 52 (5.1%) + 'biological': 49 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:281,676, str:1,298 +Null/Empty: null:281,676, empty_str:95 +String length avg: 13.1 +Unique strings tracked: 169 +Top 5 string values: + 'California': 109 (9.1%) + 'mastabling': 90 (7.5%) + 'North Carolina': 53 (4.4%) + 'Ontario': 52 (4.3%) + 'Moderator | Disease & Human Evolution': 49 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:227,336, str:55,638 +Null/Empty: null:227,336 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 55,638 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:248,564 (87.8%), false:34,410 (12.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:227,486 (80.4%), false:55,488 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:1,222,819,230, max:1,225,497,591, avg:1224185847.5 +Numeric std dev: 780230.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,974 +Null/Empty: null:282,974 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 58 (0.0%) + 'london-airport-shuttle.co.uk': 43 (0.0%) + 'self.reddit.com': 23 (0.0%) + 'huffingtonpost.com': 18 (0.0%) + 'squidoo.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,973, float:1 +Booleans: true:0 (0.0%), false:282,973 (100.0%) +Numeric values: 1 total +Numeric range: min:1,491,652,214.0, max:1,491,652,214.0, avg:1491652214.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,491,652,214.0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 282,973 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '74i2d': 1 (0.0%) + '74i2e': 1 (0.0%) + '74i2f': 1 (0.0%) + '74i2g': 1 (0.0%) + '74i2h': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:133,971 (47.3%), false:149,003 (52.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:9,405 (3.3%), false:273,569 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,963, str:11 +Null/Empty: null:282,963, empty_str:4 +String length avg: 11.1 +Unique strings tracked: 4 +String values distribution: + 'nonwhitelistedchannel': 3 (42.9%) + 'red': 2 (28.6%) + 'five': 1 (14.3%) + 'legal': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 282,974/282,974 (100.0%) +Types: list:282,974 +Null/Empty: empty_arr:282,963 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,963, str:11 +Null/Empty: null:282,963 +String length avg: 14.2 +Unique strings tracked: 7 +String values distribution: + 'Non-whitelisted Youtube Channel': 3 (27.3%) + 'Video': 2 (18.2%) + 'R1: Political': 2 (18.2%) + 'Politics': 1 (9.1%) + 'FIRST POST': 1 (9.1%) + 'Legal': 1 (9.1%) + 'Meta': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 282,963 (100.0%) + 'richtext': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,960, dict:14 +Null/Empty: null:282,960 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 282,974/282,974 (100.0%) +Types: dict:282,974 +Null/Empty: empty_obj:282,960 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:204,842 (72.4%), false:78,132 (27.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:0, max:3,657, avg:2.6 +Numeric std dev: 19.7 +Unique numbers tracked: 467 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:3,628 (1.3%), false:279,346 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 282,974/282,974 (100.0%) +Types: str:261,510, NoneType:21,464 +Null/Empty: null:21,464 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 248,564 (95.0%) + 'promo_specified': 8,013 (3.1%) + 'promo_adult_nsfw': 3,186 (1.2%) + 'promo_adult': 681 (0.3%) + 'promo_all': 540 (0.2%) + 'no_ads': 521 (0.2%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/74i2d/very_interesting_inte...': 1 (0.0%) + '/r/entertainment/comments/74i2e/another_way_to_die...': 1 (0.0%) + '/r/reddit.com/comments/74i2f/something_light_somet...': 1 (0.0%) + '/r/technology/comments/74i2g/awesome_case_mod_6_pc...': 1 (0.0%) + '/r/funny/comments/74i2h/7_year_old_in_trouble_for_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:1,522,707,776, max:1,522,761,381, avg:1522752964.9 +Numeric std dev: 17037.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 282,974/282,974 (100.0%) +Types: int:282,974 +Numeric values: 282,974 total +Numeric range: min:0, max:5,078, avg:7.7 +Numeric std dev: 59.9 +Unique numbers tracked: 944 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:282,960, dict:14 +Null/Empty: null:282,960 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 282,974/282,974 (100.0%) +Types: dict:282,974 +Null/Empty: empty_obj:282,960 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +Null/Empty: empty_str:244,446 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 36,630 (95.1%) + '[removed]': 1,898 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:282,974 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 282,974/282,974 (100.0%) +Types: bool:282,974 +Booleans: true:0 (0.0%), false:282,974 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 53,395 (18.9%) + 'politics': 18,890 (6.7%) + 'pics': 4,414 (1.6%) + 'business': 4,273 (1.5%) + 'funny': 3,347 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 53,395 (18.9%) + 't5_2cneq': 18,890 (6.7%) + 't5_2qh0u': 4,414 (1.6%) + 't5_2qgzg': 4,273 (1.5%) + 't5_2qh33': 3,347 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 53,395 (18.9%) + 'r/politics': 18,890 (6.7%) + 'r/pics': 4,414 (1.6%) + 'r/business': 4,273 (1.5%) + 'r/funny': 3,347 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 6.8 +Unique strings tracked: 3 +String values distribution: + 'public': 167,548 (59.2%) + 'archived': 113,902 (40.3%) + 'restricted': 1,524 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 282,974/282,974 (100.0%) +Types: NoneType:277,101, str:5,873 +Null/Empty: null:277,101 +String length avg: 9.2 +Unique strings tracked: 4 +String values distribution: + 'confidence': 5,229 (89.0%) + 'new': 604 (10.3%) + 'top': 38 (0.6%) + 'old': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +Null/Empty: empty_str:101,330 +String length avg: 7.0 +Unique strings tracked: 117 +Top 5 string values: + 'default': 176,368 (97.1%) + 'self': 5,161 (2.8%) + 'https://b.thumbs.redditmedia.com/ve3KZUX6xE3LO8EFB...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/qtciLH3mAYc3eLiYt...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/pIo8bvfNRXBgzqip_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Search Google from 2001!': 3 (0.0%) + 'Obama, McCain, Biden all to vote on bailout bill': 3 (0.0%) + 'Causa de la crisis financiera': 2 (0.0%) + 'What The World Thinks Of Our Financial Bailout / B...': 2 (0.0%) + 'More Katie Couric Photoshop Surgery...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 282,974/282,974 (100.0%) +Types: str:282,974 +String length avg: 69.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://googleblog.blogspot.com/2008/09/2001-search...': 3 (0.0%) + 'http://www.nysun.com/business/fed-pumps-630-billio...': 3 (0.0%) + 'http://money.cnn.com/2008/09/30/news/economy/bailo...': 3 (0.0%) + 'http://www.huffingtonpost.com/2008/09/30/liberal-d...': 3 (0.0%) + 'http://www.cnn.com/2008/POLITICS/09/30/campaign.wr...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 282,974/282,974 (100.0%) +Types: str:261,510, NoneType:21,464 +Null/Empty: null:21,464 +String length avg: 7.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 248,112 (94.9%) + 'promo_specified': 8,013 (3.1%) + 'promo_adult_nsfw': 3,644 (1.4%) + 'promo_adult': 676 (0.3%) + 'promo_all': 539 (0.2%) + 'no_ads': 521 (0.2%) + 'house_only': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 227,486/282,974 (80.4%) +Types: list:227,486 +Null/Empty: empty_arr:226,283 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 227,486/282,974 (80.4%) +Types: str:227,486 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 226,283 (99.5%) + 'richtext': 1,203 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 181,644/282,974 (64.2%) +Types: NoneType:181,521, int:123 +Null/Empty: null:181,521 +Numeric values: 123 total +Numeric range: min:19, max:140, avg:101.7 +Numeric std dev: 29.7 +Unique numbers tracked: 29 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 181,644/282,974 (64.2%) +Types: NoneType:181,521, int:123 +Null/Empty: null:181,521 +Numeric values: 123 total +Numeric range: min:70, max:140, avg:131.5 +Numeric std dev: 22.9 +Unique numbers tracked: 2 +Numeric values distribution: + 140: 108 (87.8%) + 70: 15 (12.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:1 (0.0%), false:4,607 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:0 (0.0%), false:4,608 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:0 (0.0%), false:4,608 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,608/282,974 (1.6%) +Types: bool:4,608 +Booleans: true:0 (0.0%), false:4,608 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 419/282,974 (0.1%) +Types: bool:419 +Booleans: true:419 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 115/282,974 (0.0%) +Types: str:115 +String length avg: 4.7 +Unique strings tracked: 3 +String values distribution: + 'link': 94 (81.7%) + 'rich:video': 11 (9.6%) + 'image': 10 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 115/282,974 (0.0%) +Types: dict:115 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 5/282,974 (0.0%) +Types: str:5 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 't2_1wh0': 3 (60.0%) + 't2_1wnj': 1 (20.0%) + 't2_7onf': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 5/282,974 (0.0%) +Types: list:5 +Null/Empty: empty_arr:5 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 5/282,974 (0.0%) +Types: list:5 +Null/Empty: empty_arr:5 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5/282,974 (0.0%) +Types: str:5 +String length avg: 56.6 +Unique strings tracked: 5 +String values distribution: + 'http://blog.reddit.com/2008/10/new-buttons-and-wid...': 1 (20.0%) + 'http://www.reddit.com/socialite/': 1 (20.0%) + 'http://blog.reddit.com/2008/10/reddit-and-independ...': 1 (20.0%) + 'https://www.reddit.com/comments/7abbh/hey_reddit_m...': 1 (20.0%) + 'http://blog.reddit.com/2008/10/welcome-erik.html': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 5/282,974 (0.0%) +Types: bool:5 +Booleans: true:0 (0.0%), false:5 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5/282,974 (0.0%) +Types: str:5 +Null/Empty: empty_str:5 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 5/282,974 (0.0%) +Types: dict:5 +Null/Empty: empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5/282,974 (0.0%) +Types: bool:5 +Booleans: true:5 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 5/282,974 (0.0%) +Types: list:5 +Null/Empty: empty_arr:5 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5/282,974 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/282,974 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +================================================================================ + +================================================================================ +FILE: RS_2008-11.jsonl +Analysis Time: 2026-01-15 06:13:11 +================================================================================ +Total lines: 272,505 +Processed lines: 272,505 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:272,503 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 447 (0.2%) + 'dirtyp': 58 (0.0%) + 'violetplanet': 31 (0.0%) + 'gst': 24 (0.0%) + 'qgyh2': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:220,105, str:52,400 +Null/Empty: null:220,105, empty_str:52,400 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:271,397, str:1,108 +Null/Empty: null:271,397, empty_str:129 +String length avg: 7.7 +Unique strings tracked: 182 +Top 5 string values: + 'cnty-england': 113 (11.5%) + 'psn': 79 (8.1%) + 'purple': 75 (7.7%) + 'ON': 64 (6.5%) + 'no-knight': 39 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:271,220, str:1,285 +Null/Empty: null:271,220, empty_str:96 +String length avg: 12.7 +Unique strings tracked: 228 +Top 5 string values: + 'Kent': 110 (9.3%) + 'Literally a teddy bear': 75 (6.3%) + 'mastabling': 72 (6.1%) + 'Ontario': 64 (5.4%) + 'Co-founder': 53 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:220,105, str:52,400 +Null/Empty: null:220,105 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 52,400 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:234,791 (86.2%), false:37,714 (13.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:220,201 (80.8%), false:52,304 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:1,225,497,616, max:1,228,089,594, avg:1226776290.6 +Numeric std dev: 723245.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,504, str:1 +Null/Empty: null:272,504 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 85 (0.0%) + 'waronyou.com': 36 (0.0%) + 'self.reddit.com': 29 (0.0%) + 'huffingtonpost.com': 20 (0.0%) + 'big-boobs.lumrax.com': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7amgj': 1 (0.0%) + '7amgk': 1 (0.0%) + '7amgl': 1 (0.0%) + '7amgm': 1 (0.0%) + '7amgn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:122,007 (44.8%), false:150,498 (55.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:9,409 (3.5%), false:263,096 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,498, str:7 +Null/Empty: null:272,498, empty_str:2 +String length avg: 13.4 +Unique strings tracked: 4 +String values distribution: + 'nonwhitelistedchannel': 2 (40.0%) + 'normal': 1 (20.0%) + 'legal': 1 (20.0%) + 'notappropriate': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 272,505/272,505 (100.0%) +Types: list:272,505 +Null/Empty: empty_arr:272,497 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,497, str:8 +Null/Empty: null:272,497 +String length avg: 18.1 +Unique strings tracked: 7 +String values distribution: + 'Non-whitelisted Youtube Channel': 2 (25.0%) + 'Old News': 1 (12.5%) + 'Uninteresting Pic undescriptive title': 1 (12.5%) + 'Image Gallery': 1 (12.5%) + 'Legal': 1 (12.5%) + 'Video': 1 (12.5%) + 'Not Appropriate': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 272,497 (100.0%) + 'richtext': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,492, dict:13 +Null/Empty: null:272,492 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 272,505/272,505 (100.0%) +Types: dict:272,505 +Null/Empty: empty_obj:272,492 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:207,071 (76.0%), false:65,434 (24.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:0, max:1,934, avg:2.7 +Numeric std dev: 19.5 +Unique numbers tracked: 467 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:5,437 (2.0%), false:267,068 (98.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 272,505/272,505 (100.0%) +Types: str:250,612, NoneType:21,893 +Null/Empty: null:21,893 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 234,791 (93.7%) + 'promo_specified': 8,898 (3.6%) + 'promo_adult_nsfw': 4,967 (2.0%) + 'promo_adult': 929 (0.4%) + 'promo_all': 616 (0.2%) + 'no_ads': 401 (0.2%) + 'house_only': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 65.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/web_design/comments/7amgj/coincidence_i_think_n...': 1 (0.0%) + '/r/worldnews/comments/7amgk/cheetah_gets_loose_on_...': 1 (0.0%) + '/r/technology/comments/7amgl/adsspy_9_sites_by_thi...': 1 (0.0%) + '/r/reddit.com/comments/7amgm/10_reasons_it_doesnt_...': 1 (0.0%) + '/r/politics/comments/7amgn/excellent_map_of_poll_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:1,522,761,381, max:1,522,765,715, avg:1522763544.5 +Numeric std dev: 1253.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 272,505/272,505 (100.0%) +Types: int:272,505 +Numeric values: 272,505 total +Numeric range: min:0, max:8,538, avg:6.9 +Numeric std dev: 60.7 +Unique numbers tracked: 877 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:272,492, dict:13 +Null/Empty: null:272,492 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 272,505/272,505 (100.0%) +Types: dict:272,505 +Null/Empty: empty_obj:272,492 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +Null/Empty: empty_str:235,951 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 35,465 (97.0%) + '[removed]': 1,089 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:272,505 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:2 (0.0%), false:272,503 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 272,505/272,505 (100.0%) +Types: bool:272,505 +Booleans: true:0 (0.0%), false:272,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 42,618 (15.6%) + 'politics': 14,117 (5.2%) + 'pics': 4,313 (1.6%) + 'technology': 2,879 (1.1%) + 'funny': 2,819 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 42,618 (15.6%) + 't5_2cneq': 14,117 (5.2%) + 't5_2qh0u': 4,313 (1.6%) + 't5_2qh16': 2,879 (1.1%) + 't5_2qh33': 2,819 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 42,618 (15.6%) + 'r/politics': 14,117 (5.2%) + 'r/pics': 4,313 (1.6%) + 'r/technology': 2,879 (1.1%) + 'r/funny': 2,819 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 156,397 (57.4%) + 'archived': 114,431 (42.0%) + 'restricted': 1,677 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 272,505/272,505 (100.0%) +Types: NoneType:266,066, str:6,439 +Null/Empty: null:266,066 +String length avg: 9.1 +Unique strings tracked: 5 +String values distribution: + 'confidence': 5,653 (87.8%) + 'new': 720 (11.2%) + 'top': 57 (0.9%) + 'qa': 7 (0.1%) + 'old': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +Null/Empty: empty_str:92,106 +String length avg: 7.0 +Unique strings tracked: 121 +Top 5 string values: + 'default': 174,525 (96.7%) + 'self': 5,754 (3.2%) + 'https://b.thumbs.redditmedia.com/LLJONfVdVEcDf1UM9...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/ncilW8RRDDf6Y4fKO...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/37u7KvO8XE5c8Y3d9...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 51.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'BushCorp: A Last Push To Deregulate & Serve Hi...': 4 (0.0%) + 'Vermonters Stand Up To War Profiteer General Dynam...': 3 (0.0%) + 'Bush Administration Christmas Gift to Oil Companie...': 3 (0.0%) + 'Should Women Who have Abortions Be Compared to Rap...': 3 (0.0%) + 'Lazard Capital Markets settles charges, Pays 2.8 M...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 272,505/272,505 (100.0%) +Types: str:272,505 +String length avg: 69.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.commondreams.org/newswire/2008/10/30-16': 5 (0.0%) + 'http://www.commondreams.org/headline/2008/10/30-8': 4 (0.0%) + 'http://www.commondreams.org/newswire/2008/10/29-12': 4 (0.0%) + 'http://www.ft.com/cms/s/0/9af490b2-a6d9-11dd-95be-...': 4 (0.0%) + 'http://www.washingtonpost.com/wp-dyn/content/artic...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 272,505/272,505 (100.0%) +Types: str:250,612, NoneType:21,893 +Null/Empty: null:21,893 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 234,304 (93.5%) + 'promo_specified': 8,898 (3.6%) + 'promo_adult_nsfw': 5,463 (2.2%) + 'promo_adult': 925 (0.4%) + 'promo_all': 611 (0.2%) + 'no_ads': 401 (0.2%) + 'house_only': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 220,201/272,505 (80.8%) +Types: list:220,201 +Null/Empty: empty_arr:219,012 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 220,201/272,505 (80.8%) +Types: str:220,201 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 219,012 (99.5%) + 'richtext': 1,189 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 180,399/272,505 (66.2%) +Types: NoneType:180,271, int:128 +Null/Empty: null:180,271 +Numeric values: 128 total +Numeric range: min:16, max:140, avg:104.2 +Numeric std dev: 29.7 +Unique numbers tracked: 30 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 180,399/272,505 (66.2%) +Types: NoneType:180,271, int:128 +Null/Empty: null:180,271 +Numeric values: 128 total +Numeric range: min:16, max:140, avg:133.6 +Numeric std dev: 21.5 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 117 (91.4%) + 70: 9 (7.0%) + 69: 1 (0.8%) + 16: 1 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:1 (0.0%), false:4,804 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:0 (0.0%), false:4,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:0 (0.0%), false:4,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,805/272,505 (1.8%) +Types: bool:4,805 +Booleans: true:0 (0.0%), false:4,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 391/272,505 (0.1%) +Types: bool:391 +Booleans: true:391 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 120/272,505 (0.0%) +Types: str:120 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 100 (83.3%) + 'rich:video': 11 (9.2%) + 'image': 9 (7.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 120/272,505 (0.0%) +Types: dict:120 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 3/272,505 (0.0%) +Types: str:2, NoneType:1 +Null/Empty: null:1 +String length avg: 7.5 +Unique strings tracked: 2 +String values distribution: + 't2_3aa9x': 1 (50.0%) + 't2_1wh0': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 3/272,505 (0.0%) +Types: list:3 +Null/Empty: empty_arr:3 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 3/272,505 (0.0%) +Types: list:3 +Null/Empty: empty_arr:3 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3/272,505 (0.0%) +Types: str:3 +String length avg: 48.3 +Unique strings tracked: 3 +String values distribution: + 'http://breadpig.com/spoiler_alert_im_the_fifth_cyl...': 1 (33.3%) + 'http://blog.reddit.com/2008/11/your-election-day-s...': 1 (33.3%) + 'http://www.google.com': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 3/272,505 (0.0%) +Types: bool:3 +Booleans: true:0 (0.0%), false:3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3/272,505 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 3/272,505 (0.0%) +Types: dict:3 +Null/Empty: empty_obj:2 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3/272,505 (0.0%) +Types: bool:3 +Booleans: true:2 (66.7%), false:1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 3/272,505 (0.0%) +Types: NoneType:2, int:1 +Null/Empty: null:2 +Numeric values: 1 total +Numeric range: min:88,382, max:88,382, avg:88382.0 +Unique numbers tracked: 1 +Numeric values distribution: + 88,382: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 3/272,505 (0.0%) +Types: list:3 +Null/Empty: empty_arr:3 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3/272,505 (0.0%) +Types: NoneType:3 +Null/Empty: null:3 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/272,505 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2008-12.jsonl +Analysis Time: 2026-01-15 06:13:33 +================================================================================ +Total lines: 283,915 +Processed lines: 283,915 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:283,910 (100.0%), false:5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 422 (0.1%) + 'one010101': 35 (0.0%) + 'skygrl37': 31 (0.0%) + 'pleeplop': 16 (0.0%) + 'BravoLima': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:226,487, str:57,428 +Null/Empty: null:226,487, empty_str:57,428 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:282,775, str:1,140 +Null/Empty: null:282,775, empty_str:104 +String length avg: 7.8 +Unique strings tracked: 187 +Top 5 string values: + 'psn': 97 (9.4%) + 'cnty-england': 87 (8.4%) + 'ON': 70 (6.8%) + 'no-knight': 64 (6.2%) + 'artist': 56 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:282,658, str:1,257 +Null/Empty: null:282,658, empty_str:75 +String length avg: 13.1 +Unique strings tracked: 245 +Top 5 string values: + 'mastabling': 91 (7.7%) + 'Kent': 80 (6.8%) + 'Ontario': 70 (5.9%) + 'Co-founder': 42 (3.6%) + 'Editor': 38 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:226,487, str:57,428 +Null/Empty: null:226,487 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 57,428 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:239,988 (84.5%), false:43,927 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:226,571 (79.8%), false:57,344 (20.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:1,228,089,605, max:1,230,767,988, avg:1229364815.4 +Numeric std dev: 765201.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,911, str:4 +Null/Empty: null:283,911 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 48 (0.0%) + 'ehow.com': 30 (0.0%) + 'russiatoday.com': 27 (0.0%) + 'redorbit.com': 16 (0.0%) + 'nytimes.com': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,914, float:1 +Booleans: true:0 (0.0%), false:283,914 (100.0%) +Numeric values: 1 total +Numeric range: min:1,522,022,472.0, max:1,522,022,472.0, avg:1522022472.0 +Unique numbers tracked: 1 +Numeric values distribution: + 1,522,022,472.0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:3 (0.0%), false:283,912 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7gjgw': 1 (0.0%) + '7gjgx': 1 (0.0%) + '7gjgy': 1 (0.0%) + '7gjgz': 1 (0.0%) + '7gjh0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:124,601 (43.9%), false:159,314 (56.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:8,827 (3.1%), false:275,088 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,911, str:4 +Null/Empty: null:283,911, empty_str:1 +String length avg: 9.3 +Unique strings tracked: 3 +String values distribution: + 'legal': 1 (33.3%) + 'transportation': 1 (33.3%) + 'seventeen': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 283,915/283,915 (100.0%) +Types: list:283,915 +Null/Empty: empty_arr:283,911 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,911, str:4 +Null/Empty: null:283,911 +String length avg: 10.8 +Unique strings tracked: 4 +String values distribution: + 'Legal': 1 (25.0%) + 'FIRST CJ POST': 1 (25.0%) + 'Transportation': 1 (25.0%) + 'Mathematics': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 283,911 (100.0%) + 'richtext': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,904, dict:11 +Null/Empty: null:283,904 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 283,915/283,915 (100.0%) +Types: dict:283,915 +Null/Empty: empty_obj:283,904 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:221,954 (78.2%), false:61,961 (21.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:0, max:3,467, avg:2.7 +Numeric std dev: 21.1 +Unique numbers tracked: 489 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:8,229 (2.9%), false:275,686 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 283,915/283,915 (100.0%) +Types: str:259,860, NoneType:24,055 +Null/Empty: null:24,055 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 239,988 (92.4%) + 'promo_specified': 9,901 (3.8%) + 'promo_adult_nsfw': 7,564 (2.9%) + 'promo_adult': 1,132 (0.4%) + 'promo_all': 653 (0.3%) + 'no_ads': 590 (0.2%) + 'house_only': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/7gjgw/medvedev_has_welcomed...': 1 (0.0%) + '/r/celebrities/comments/7gjgx/britney_spears_kids_...': 1 (0.0%) + '/r/politics/comments/7gjgy/waning_support_from_the...': 1 (0.0%) + '/r/worldnews/comments/7gjgz/find_fans_of_runaway_b...': 1 (0.0%) + '/r/travel/comments/7gjh0/dollywoods_the_polar_expr...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:1,522,765,715, max:1,522,770,231, avg:1522767973.2 +Numeric std dev: 1302.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 283,915/283,915 (100.0%) +Types: int:283,915 +Numeric values: 283,915 total +Numeric range: min:0, max:5,396, avg:6.1 +Numeric std dev: 48.9 +Unique numbers tracked: 843 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:283,904, dict:11 +Null/Empty: null:283,904 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 283,915/283,915 (100.0%) +Types: dict:283,915 +Null/Empty: empty_obj:283,904 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +Null/Empty: empty_str:243,232 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 39,921 (98.1%) + '[removed]': 762 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:283,915 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 283,915/283,915 (100.0%) +Types: bool:283,915 +Booleans: true:0 (0.0%), false:283,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 39,918 (14.1%) + 'politics': 4,677 (1.6%) + 'pics': 3,672 (1.3%) + 'worldnews': 3,178 (1.1%) + 'technology': 3,063 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 39,918 (14.1%) + 't5_2cneq': 4,677 (1.6%) + 't5_2qh0u': 3,672 (1.3%) + 't5_2qh13': 3,178 (1.1%) + 't5_2qh16': 3,063 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 39,918 (14.1%) + 'r/politics': 4,677 (1.6%) + 'r/pics': 3,672 (1.3%) + 'r/worldnews': 3,178 (1.1%) + 'r/technology': 3,063 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 158,250 (55.7%) + 'archived': 122,910 (43.3%) + 'restricted': 2,755 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 283,915/283,915 (100.0%) +Types: NoneType:277,170, str:6,745 +Null/Empty: null:277,170 +String length avg: 9.3 +Unique strings tracked: 4 +String values distribution: + 'confidence': 6,074 (90.1%) + 'new': 577 (8.6%) + 'top': 89 (1.3%) + 'qa': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +Null/Empty: empty_str:93,574 +String length avg: 7.0 +Unique strings tracked: 127 +Top 5 string values: + 'default': 184,671 (97.0%) + 'self': 5,545 (2.9%) + 'https://b.thumbs.redditmedia.com/pTs3qAUKdq7JG_us-...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/3fTwZs8wemfQLfE77...': 1 (0.0%) + 'https://a.thumbs.redditmedia.com/xFqcbJhGhg1FHehfh...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 51.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Central Bank of Russia Raises Refinance Rate Again...': 3 (0.0%) + 'Cyber Wars: Malware Attacks Increase International...': 3 (0.0%) + 'Bali Tourism News, We Have A Lot Of Information An...': 3 (0.0%) + 'Wolf-Cams: Watch Live Camera Action and Special Re...': 3 (0.0%) + 'Unexpected Animal Friendship in Antarctica (video)': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 283,915/283,915 (100.0%) +Types: str:283,915 +String length avg: 69.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://muslimsagainstsharia.blogspot.com/2008/11/p...': 4 (0.0%) + 'http://www.russiatoday.com/wolves?': 4 (0.0%) + 'http://www.russiatoday.com/business/news/33947': 3 (0.0%) + 'http://www.theonion.com/content/node/38541/print': 3 (0.0%) + 'http://www.belfasttelegraph.co.uk/news/world-news/...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 283,915/283,915 (100.0%) +Types: str:259,860, NoneType:24,055 +Null/Empty: null:24,055 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 239,321 (92.1%) + 'promo_specified': 9,901 (3.8%) + 'promo_adult_nsfw': 8,244 (3.2%) + 'promo_adult': 1,127 (0.4%) + 'promo_all': 645 (0.2%) + 'no_ads': 590 (0.2%) + 'house_only': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 226,571/283,915 (79.8%) +Types: list:226,571 +Null/Empty: empty_arr:225,389 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 226,571/283,915 (79.8%) +Types: str:226,571 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 225,389 (99.5%) + 'richtext': 1,182 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 190,341/283,915 (67.0%) +Types: NoneType:190,202, int:139 +Null/Empty: null:190,202 +Numeric values: 139 total +Numeric range: min:14, max:140, avg:102.5 +Numeric std dev: 32.9 +Unique numbers tracked: 44 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 190,341/283,915 (67.0%) +Types: NoneType:190,202, int:139 +Null/Empty: null:190,202 +Numeric values: 139 total +Numeric range: min:50, max:140, avg:129.9 +Numeric std dev: 25.6 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 120 (86.3%) + 70: 15 (10.8%) + 50: 3 (2.2%) + 54: 1 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,136/283,915 (1.8%) +Types: bool:5,136 +Booleans: true:0 (0.0%), false:5,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 251/283,915 (0.1%) +Types: bool:251 +Booleans: true:251 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 125/283,915 (0.0%) +Types: str:125 +String length avg: 4.2 +Unique strings tracked: 3 +String values distribution: + 'link': 113 (90.4%) + 'image': 9 (7.2%) + 'rich:video': 3 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 125/283,915 (0.0%) +Types: dict:125 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 7/283,915 (0.0%) +Types: str:6, NoneType:1 +Null/Empty: null:1 +String length avg: 7.0 +Unique strings tracked: 2 +String values distribution: + 't2_1wh0': 4 (66.7%) + 't2_1w72': 2 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 7/283,915 (0.0%) +Types: list:7 +Null/Empty: empty_arr:7 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 7/283,915 (0.0%) +Types: list:7 +Null/Empty: empty_arr:7 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7/283,915 (0.0%) +Types: str:7 +String length avg: 52.3 +Unique strings tracked: 6 +String values distribution: + 'http://www.condenet.com/promo/smallbizprogram/swee...': 2 (28.6%) + 'http://www.baconbuzz.com/comments/7gk4n/congratula...': 1 (14.3%) + 'http://lolmagnetz.com/comments/f/spez_has_a_flavor...': 1 (14.3%) + 'http://hay': 1 (14.3%) + 'http://LegacyOfW.com': 1 (14.3%) + 'http://blog.reddit.com/2008/12/after-busy-week-fee...': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 7/283,915 (0.0%) +Types: bool:7 +Booleans: true:0 (0.0%), false:7 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7/283,915 (0.0%) +Types: str:7 +Null/Empty: empty_str:7 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 7/283,915 (0.0%) +Types: dict:7 +Null/Empty: empty_obj:5 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7/283,915 (0.0%) +Types: bool:7 +Booleans: true:5 (71.4%), false:2 (28.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 7/283,915 (0.0%) +Types: int:7 +Numeric values: 7 total +Numeric range: min:88,097, max:88,740, avg:88545.9 +Numeric std dev: 240.8 +Unique numbers tracked: 3 +Numeric values distribution: + 88,740: 4 (57.1%) + 88,382: 2 (28.6%) + 88,097: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 7/283,915 (0.0%) +Types: list:7 +Null/Empty: empty_arr:7 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7/283,915 (0.0%) +Types: NoneType:7 +Null/Empty: null:7 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/283,915 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2009.txt b/analysis/original_schema_analysis/submissions/analysis_report_2009.txt new file mode 100644 index 0000000000000000000000000000000000000000..1245f8a47ba7430551465f70d3fb05823f4a14a2 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2009.txt @@ -0,0 +1,8284 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2009 +Analysis Started: 2026-01-15 06:13:47 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2009-01.jsonl +Analysis Time: 2026-01-15 06:14:09 +================================================================================ +Total lines: 331,060 +Processed lines: 331,060 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:331,048 (100.0%), false:12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 582 (0.2%) + 'skygrl37': 58 (0.0%) + 'sunilnair': 27 (0.0%) + 'lastmovement': 19 (0.0%) + 'leski': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:260,312, str:70,748 +Null/Empty: null:260,312, empty_str:70,748 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:329,583, str:1,477 +Null/Empty: null:329,583, empty_str:231 +String length avg: 8.3 +Unique strings tracked: 203 +Top 5 string values: + 'cnty-england': 129 (10.4%) + 'psn': 101 (8.1%) + 'no-knight': 67 (5.4%) + 'indiana-flag': 58 (4.7%) + 'colorado-flag': 51 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:329,521, str:1,539 +Null/Empty: null:329,521, empty_str:85 +String length avg: 12.5 +Unique strings tracked: 282 +Top 5 string values: + 'Kent': 124 (8.5%) + 'mastabling': 94 (6.5%) + 'Indiana': 58 (4.0%) + 'Colorado': 51 (3.5%) + 'Ontario': 50 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:260,312, str:70,748 +Null/Empty: null:260,312 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 70,748 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:278,537 (84.1%), false:52,523 (15.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:260,369 (78.6%), false:70,691 (21.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:1,230,768,001, max:1,233,446,396, avg:1232168587.7 +Numeric std dev: 752518.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,057, str:3 +Null/Empty: null:331,057 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:1 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.reddit.com': 86 (0.0%) + 'youtube.com': 68 (0.0%) + 'huffingtonpost.com': 37 (0.0%) + 'waronyou.com': 22 (0.0%) + 'reddit.com': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,058, float:2 +Booleans: true:0 (0.0%), false:331,058 (100.0%) +Numeric values: 2 total +Numeric range: min:1,233,064,634.0, max:1,475,176,610.0, avg:1354120622.0 +Numeric std dev: 121055988.0 +Unique numbers tracked: 2 +Numeric values distribution: + 1,475,176,610.0: 1 (50.0%) + 1,233,064,634.0: 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:5 (0.0%), false:331,055 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7mq3w': 1 (0.0%) + '7mq3x': 1 (0.0%) + '7mq3y': 1 (0.0%) + '7mq3z': 1 (0.0%) + '7mq40': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:144,504 (43.6%), false:186,556 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:11,462 (3.5%), false:319,598 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,052, str:8 +Null/Empty: null:331,052, empty_str:3 +String length avg: 6.0 +Unique strings tracked: 5 +String values distribution: + 'article': 1 (20.0%) + 'legal': 1 (20.0%) + 'history': 1 (20.0%) + 'brown': 1 (20.0%) + 'normal': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 331,060/331,060 (100.0%) +Types: list:331,060 +Null/Empty: empty_arr:331,051 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,051, str:9 +Null/Empty: null:331,051 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'Video': 3 (33.3%) + 'Article': 1 (11.1%) + 'Legal': 1 (11.1%) + 'HISTORY': 1 (11.1%) + '[suicidewatch]': 1 (11.1%) + 'Politics': 1 (11.1%) + 'No videos': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 331,051 (100.0%) + 'richtext': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,049, dict:11 +Null/Empty: null:331,049 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 331,060/331,060 (100.0%) +Types: dict:331,060 +Null/Empty: empty_obj:331,049 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:259,599 (78.4%), false:71,461 (21.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:0, max:22,421, avg:3.0 +Numeric std dev: 44.9 +Unique numbers tracked: 544 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 331,059 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:9,065 (2.7%), false:321,995 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 331,060/331,060 (100.0%) +Types: str:302,548, NoneType:28,512 +Null/Empty: null:28,512 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 278,537 (92.1%) + 'promo_specified': 12,339 (4.1%) + 'promo_adult_nsfw': 8,622 (2.8%) + 'promo_adult': 1,457 (0.5%) + 'no_ads': 968 (0.3%) + 'promo_all': 597 (0.2%) + 'house_only': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/offbeat/comments/7mq3w/laura_ingrahams_embryo/': 1 (0.0%) + '/r/reddit.com/comments/7mq3x/how_to_kill_16000_rat...': 1 (0.0%) + '/r/reddit.com/comments/7mq3y/the_best_diet_for_pre...': 1 (0.0%) + '/r/nsfw/comments/7mq3z/fhm_hungary_2009_topless_ca...': 1 (0.0%) + '/r/pics/comments/7mq40/dinner_time_pic/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:1,522,770,231, max:1,522,775,525, avg:1522772876.0 +Numeric std dev: 1526.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 331,060/331,060 (100.0%) +Types: int:331,060 +Numeric values: 331,060 total +Numeric range: min:0, max:4,745, avg:6.4 +Numeric std dev: 54.2 +Unique numbers tracked: 945 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:331,049, dict:11 +Null/Empty: null:331,049 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 331,060/331,060 (100.0%) +Types: dict:331,060 +Null/Empty: empty_obj:331,049 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:280,580 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 49,520 (98.1%) + '[removed]': 960 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:331,060 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:1 (0.0%), false:331,059 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 331,060/331,060 (100.0%) +Types: bool:331,060 +Booleans: true:0 (0.0%), false:331,060 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 29,081 (8.8%) + 'politics': 3,561 (1.1%) + 'worldnews': 2,591 (0.8%) + 'pics': 2,488 (0.8%) + 'technology': 2,132 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 29,081 (8.8%) + 't5_2cneq': 3,561 (1.1%) + 't5_2qh13': 2,591 (0.8%) + 't5_2qh0u': 2,488 (0.8%) + 't5_2qh16': 2,132 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 29,081 (8.8%) + 'r/politics': 3,561 (1.1%) + 'r/worldnews': 2,591 (0.8%) + 'r/pics': 2,488 (0.8%) + 'r/technology': 2,132 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 186,082 (56.2%) + 'archived': 141,710 (42.8%) + 'restricted': 3,268 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 331,060/331,060 (100.0%) +Types: NoneType:323,217, str:7,843 +Null/Empty: null:323,217 +String length avg: 9.2 +Unique strings tracked: 3 +String values distribution: + 'confidence': 6,979 (89.0%) + 'new': 652 (8.3%) + 'top': 212 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:107,468 +String length avg: 7.0 +Unique strings tracked: 160 +Top 5 string values: + 'default': 216,424 (96.8%) + 'self': 7,010 (3.1%) + 'https://b.thumbs.redditmedia.com/J9I-F1gPDSlVjgxz8...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/qqli1KG5f49u931cx...': 1 (0.0%) + 'https://f.thumbs.redditmedia.com/szy6XmMDC9Zs-HEk....': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy New Year 2009 Reddit from London': 3 (0.0%) + 'Laura Ingraham's Embryo...': 2 (0.0%) + 'Dinner time! [PIC]': 2 (0.0%) + ' Jessica Maximus Photos ( So fricking hot ) - The ...': 2 (0.0%) + 'Celebrities Urged to Boycott Sundance Because of P...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 331,060/331,060 (100.0%) +Types: str:331,060 +Null/Empty: empty_str:1 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://unemployedguide.blogspot.com/2008/12/laura-...': 3 (0.0%) + 'http://www.ronpaulforums.com/showthread.php?t=1738...': 3 (0.0%) + 'http://www.techarp.com/showarticle.aspx?artno=599&...': 3 (0.0%) + 'http://coda.fm': 3 (0.0%) + 'http://darkjak.deviantart.com/art/Dinner-time-1077...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 331,060/331,060 (100.0%) +Types: str:302,548, NoneType:28,512 +Null/Empty: null:28,512 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 277,622 (91.8%) + 'promo_specified': 12,339 (4.1%) + 'promo_adult_nsfw': 9,551 (3.2%) + 'promo_adult': 1,444 (0.5%) + 'no_ads': 968 (0.3%) + 'promo_all': 596 (0.2%) + 'house_only': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 260,369/331,060 (78.6%) +Types: list:260,369 +Null/Empty: empty_arr:258,915 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 260,369/331,060 (78.6%) +Types: str:260,369 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 258,915 (99.4%) + 'richtext': 1,454 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 223,592/331,060 (67.5%) +Types: NoneType:223,426, int:166 +Null/Empty: null:223,426 +Numeric values: 166 total +Numeric range: min:23, max:140, avg:103.8 +Numeric std dev: 32.1 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 223,592/331,060 (67.5%) +Types: NoneType:223,426, int:166 +Null/Empty: null:223,426 +Numeric values: 166 total +Numeric range: min:40, max:140, avg:129.0 +Numeric std dev: 26.2 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 141 (84.9%) + 70: 22 (13.3%) + 50: 2 (1.2%) + 40: 1 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,700/331,060 (1.7%) +Types: bool:5,700 +Booleans: true:0 (0.0%), false:5,700 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 297/331,060 (0.1%) +Types: bool:297 +Booleans: true:297 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 157/331,060 (0.0%) +Types: str:157 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 140 (89.2%) + 'image': 9 (5.7%) + 'rich:video': 8 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 157/331,060 (0.0%) +Types: dict:157 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 12/331,060 (0.0%) +Types: str:12 +String length avg: 7.4 +Unique strings tracked: 4 +String values distribution: + 't2_1ed7b': 5 (41.7%) + 't2_1s9v': 3 (25.0%) + 't2_1wh0': 3 (25.0%) + 't2_1w72': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 12/331,060 (0.0%) +Types: list:12 +Null/Empty: empty_arr:12 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 12/331,060 (0.0%) +Types: list:12 +Null/Empty: empty_arr:12 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 12/331,060 (0.0%) +Types: str:12 +String length avg: 94.4 +Unique strings tracked: 11 +Top 5 string values: + 'http://blog.reddit.com/2009/01/bestvlogevercom-lau...': 2 (16.7%) + 'http://blog.reddit.com/2009/01/sponsored-links-on-...': 1 (8.3%) + 'http://blog.reddit.com/2009/01/only-for-beneficent...': 1 (8.3%) + 'http://www.allvoices.com/contributed-news/2177122-...': 1 (8.3%) + 'http://www.allvoices.com/contributed-news/2170390-...': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 12/331,060 (0.0%) +Types: bool:12 +Booleans: true:0 (0.0%), false:12 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 12/331,060 (0.0%) +Types: str:12 +Null/Empty: empty_str:12 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 12/331,060 (0.0%) +Types: dict:12 +Null/Empty: empty_obj:12 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 12/331,060 (0.0%) +Types: bool:12 +Booleans: true:12 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 12/331,060 (0.0%) +Types: int:11, NoneType:1 +Null/Empty: null:1 +Numeric values: 11 total +Numeric range: min:88,382, max:88,740, avg:88512.2 +Numeric std dev: 172.2 +Unique numbers tracked: 2 +Numeric values distribution: + 88,382: 7 (63.6%) + 88,740: 4 (36.4%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 12/331,060 (0.0%) +Types: list:12 +Null/Empty: empty_arr:12 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 12/331,060 (0.0%) +Types: NoneType:12 +Null/Empty: null:12 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/331,060 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2009-02.jsonl +Analysis Time: 2026-01-15 06:14:35 +================================================================================ +Total lines: 329,042 +Processed lines: 329,042 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:329,038 (100.0%), false:4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 528 (0.2%) + 'masta': 44 (0.0%) + 'yorosa': 29 (0.0%) + 'skygrl37': 28 (0.0%) + 'rehx': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:265,373, str:63,669 +Null/Empty: null:265,373, empty_str:63,669 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:327,488, str:1,554 +Null/Empty: null:327,488, empty_str:234 +String length avg: 8.2 +Unique strings tracked: 225 +Top 5 string values: + 'psn': 123 (9.3%) + 'OlimpicMovement': 103 (7.8%) + 'cnty-england': 92 (7.0%) + 'no-knight': 42 (3.2%) + 'tula': 41 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:327,326, str:1,716 +Null/Empty: null:327,326, empty_str:118 +String length avg: 13.2 +Unique strings tracked: 309 +Top 5 string values: + 'mastabling': 106 (6.6%) + 'ЗОВ': 103 (6.4%) + 'Kent': 86 (5.4%) + 'Libertarian Socialist': 55 (3.4%) + 'Spec Ops Det Founder, Mountain Garrison': 49 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:265,373, str:63,669 +Null/Empty: null:265,373 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 63,669 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:278,789 (84.7%), false:50,253 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:265,420 (80.7%), false:63,622 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:1,233,446,402, max:1,235,865,598, avg:1234674500.7 +Numeric std dev: 695607.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,041, str:1 +Null/Empty: null:329,041 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 87 (0.0%) + 'halbot.haluze.sk': 31 (0.0%) + 'self.AskReddit': 20 (0.0%) + 'examiner.com': 18 (0.0%) + 'self.reddit.com': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,040, float:2 +Booleans: true:0 (0.0%), false:329,040 (100.0%) +Numeric values: 2 total +Numeric range: min:1,234,809,873.0, max:1,235,634,587.0, avg:1235222230.0 +Numeric std dev: 412357.0 +Unique numbers tracked: 2 +Numeric values distribution: + 1,234,809,873.0: 1 (50.0%) + 1,235,634,587.0: 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 329,040 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:1 (0.0%), false:329,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7txxi': 1 (0.0%) + '7txxj': 1 (0.0%) + '7txxk': 1 (0.0%) + '7txxl': 1 (0.0%) + '7txxm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:154,756 (47.0%), false:174,286 (53.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:10,880 (3.3%), false:318,162 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,027, str:15 +Null/Empty: null:329,027, empty_str:3 +String length avg: 6.8 +Unique strings tracked: 8 +String values distribution: + 'purple': 3 (25.0%) + 'science': 2 (16.7%) + 'ten': 2 (16.7%) + 'general': 1 (8.3%) + 'entertainment': 1 (8.3%) + 'politics': 1 (8.3%) + 'Not an Image': 1 (8.3%) + 'blue': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 329,042/329,042 (100.0%) +Types: list:329,042 +Null/Empty: empty_arr:329,026 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,023, str:19 +Null/Empty: null:329,023, empty_str:3 +String length avg: 9.2 +Unique strings tracked: 11 +Top 5 string values: + 'Article': 3 (18.8%) + 'Image Gallery': 2 (12.5%) + 'Psychology': 2 (12.5%) + '[funny]': 2 (12.5%) + 'Business': 1 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 329,026 (100.0%) + 'richtext': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,020, dict:22 +Null/Empty: null:329,020 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 329,042/329,042 (100.0%) +Types: dict:329,042 +Null/Empty: empty_obj:329,020 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:257,646 (78.3%), false:71,396 (21.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:0, max:2,513, avg:2.6 +Numeric std dev: 20.7 +Unique numbers tracked: 522 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:8,181 (2.5%), false:320,861 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 329,042/329,042 (100.0%) +Types: str:302,053, NoneType:26,989 +Null/Empty: null:26,989 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 278,789 (92.3%) + 'promo_specified': 12,126 (4.0%) + 'promo_adult_nsfw': 7,731 (2.6%) + 'promo_adult': 1,663 (0.6%) + 'no_ads': 1,082 (0.4%) + 'promo_all': 650 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/7txxi/nintendo_shares_plumm...': 1 (0.0%) + '/r/politics/comments/7txxj/obamas_halfbrother_geor...': 1 (0.0%) + '/r/ru/comments/7txxk/little_shop_memories_play_fre...': 1 (0.0%) + '/r/reddit.com/comments/7txxl/renewable_energy_from...': 1 (0.0%) + '/r/reddit.com/comments/7txxm/ufc_94_live_stream/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:1,522,775,525, max:1,522,780,767, avg:1522778144.8 +Numeric std dev: 1512.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 329,042/329,042 (100.0%) +Types: int:329,042 +Numeric values: 329,042 total +Numeric range: min:0, max:4,365, avg:5.8 +Numeric std dev: 52.0 +Unique numbers tracked: 892 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:329,020, dict:22 +Null/Empty: null:329,020 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 329,042/329,042 (100.0%) +Types: dict:329,042 +Null/Empty: empty_obj:329,020 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +Null/Empty: empty_str:283,550 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 44,886 (98.7%) + '[removed]': 606 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:329,042 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 329,042/329,042 (100.0%) +Types: bool:329,042 +Booleans: true:0 (0.0%), false:329,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 35,533 (10.8%) + 'politics': 4,351 (1.3%) + 'pics': 3,141 (1.0%) + 'worldnews': 2,780 (0.8%) + 'technology': 2,687 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 35,533 (10.8%) + 't5_2cneq': 4,351 (1.3%) + 't5_2qh0u': 3,141 (1.0%) + 't5_2qh13': 2,780 (0.8%) + 't5_2qh16': 2,687 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 35,533 (10.8%) + 'r/politics': 4,351 (1.3%) + 'r/pics': 3,141 (1.0%) + 'r/worldnews': 2,780 (0.8%) + 'r/technology': 2,687 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 183,074 (55.6%) + 'archived': 143,408 (43.6%) + 'restricted': 2,560 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 329,042/329,042 (100.0%) +Types: NoneType:321,271, str:7,771 +Null/Empty: null:321,271 +String length avg: 9.1 +Unique strings tracked: 5 +String values distribution: + 'confidence': 6,769 (87.1%) + 'new': 739 (9.5%) + 'top': 261 (3.4%) + 'controversial': 1 (0.0%) + 'old': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +Null/Empty: empty_str:115,180 +String length avg: 7.0 +Unique strings tracked: 191 +Top 5 string values: + 'default': 206,686 (96.6%) + 'self': 6,985 (3.3%) + 'https://b.thumbs.redditmedia.com/RRbxsSO-51gnpe3N9...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/Sr_r-YM6gcYejIHQl...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/9YbE-AbMS2Et9ks2g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Secrets Behind Your Favorite Toys': 5 (0.0%) + 'Stealers Gnomes - Sold Out for the Super Bowl': 3 (0.0%) + 'Modified Humvee climbs vertical wall (video)': 3 (0.0%) + 'The peanut/government complex: Troubled peanut fir...': 3 (0.0%) + 'Soaring Cancer Drug Costs May Cripple Medicare': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 329,042/329,042 (100.0%) +Types: str:329,042 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.upperandlowercase.com': 5 (0.0%) + 'http://wtf.thebizzare.com/bizarre/the-secrets-behi...': 5 (0.0%) + 'http://www.newsoftheworld.co.uk/news/150832/14-tim...': 4 (0.0%) + 'http://www.businessweek.com/technology/content/jan...': 4 (0.0%) + 'http://gnutty4gnomes.blogspot.com/2009/01/superbow...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 329,042/329,042 (100.0%) +Types: str:302,053, NoneType:26,989 +Null/Empty: null:26,989 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 277,965 (92.0%) + 'promo_specified': 12,126 (4.0%) + 'promo_adult_nsfw': 8,570 (2.8%) + 'promo_adult': 1,649 (0.5%) + 'no_ads': 1,082 (0.4%) + 'promo_all': 649 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 265,420/329,042 (80.7%) +Types: list:265,420 +Null/Empty: empty_arr:263,822 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 265,420/329,042 (80.7%) +Types: str:265,420 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 263,822 (99.4%) + 'richtext': 1,598 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 213,862/329,042 (65.0%) +Types: NoneType:213,662, int:200 +Null/Empty: null:213,662 +Numeric values: 200 total +Numeric range: min:3, max:140, avg:106.6 +Numeric std dev: 27.8 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 213,862/329,042 (65.0%) +Types: NoneType:213,662, int:200 +Null/Empty: null:213,662 +Numeric values: 200 total +Numeric range: min:4, max:140, avg:135.8 +Numeric std dev: 17.9 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 189 (94.5%) + 70: 10 (5.0%) + 4: 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,485/329,042 (1.7%) +Types: bool:5,485 +Booleans: true:0 (0.0%), false:5,485 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 280/329,042 (0.1%) +Types: bool:280 +Booleans: true:280 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 191/329,042 (0.1%) +Types: str:191 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 159 (83.2%) + 'rich:video': 17 (8.9%) + 'image': 15 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 191/329,042 (0.1%) +Types: dict:191 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 5/329,042 (0.0%) +Types: str:5 +Null/Empty: empty_str:5 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 4/329,042 (0.0%) +Types: str:4 +String length avg: 7.2 +Unique strings tracked: 2 +String values distribution: + 't2_1wh0': 3 (75.0%) + 't2_1ed7b': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 4/329,042 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 4/329,042 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4/329,042 (0.0%) +Types: str:4 +String length avg: 66.2 +Unique strings tracked: 4 +String values distribution: + 'http://www.allvoices.com/contributed-news/2410066-...': 1 (25.0%) + 'http://reddit.com/iphone': 1 (25.0%) + 'http://blog.reddit.com/2009/02/ireddit-success-one...': 1 (25.0%) + 'http://blog.reddit.com/2009/02/orphaned-dog-cat-in...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 4/329,042 (0.0%) +Types: bool:4 +Booleans: true:0 (0.0%), false:4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4/329,042 (0.0%) +Types: str:4 +Null/Empty: empty_str:4 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 4/329,042 (0.0%) +Types: dict:4 +Null/Empty: empty_obj:4 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4/329,042 (0.0%) +Types: bool:4 +Booleans: true:4 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 4/329,042 (0.0%) +Types: int:4 +Numeric values: 4 total +Numeric range: min:88,740, max:2,349,911, avg:654032.8 +Numeric std dev: 979115.8 +Unique numbers tracked: 2 +Numeric values distribution: + 88,740: 3 (75.0%) + 2,349,911: 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 4/329,042 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4/329,042 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/329,042 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '6710b006-cc2e-11e4-b2a0-22000b3395c9': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-03.jsonl +Analysis Time: 2026-01-15 06:15:04 +================================================================================ +Total lines: 362,805 +Processed lines: 362,805 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:362,802 (100.0%), false:3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 551 (0.2%) + 'goghi': 37 (0.0%) + 'PossumTucker': 21 (0.0%) + 'KavaIec': 18 (0.0%) + 'kopo27': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:294,161, str:68,644 +Null/Empty: null:294,161, empty_str:68,644 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:360,906, str:1,899 +Null/Empty: null:360,906, empty_str:363 +String length avg: 7.9 +Unique strings tracked: 246 +Top 5 string values: + 'verified': 93 (6.1%) + 'psn': 88 (5.7%) + 'OlimpicMovement': 78 (5.1%) + 'cnty-england': 77 (5.0%) + 'fsm': 71 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:360,756, str:2,049 +Null/Empty: null:360,756, empty_str:145 +String length avg: 13.5 +Unique strings tracked: 340 +Top 5 string values: + 'Atheist': 103 (5.4%) + 'Libertarian Socialist': 101 (5.3%) + 'Joe Sims, CPUSA': 92 (4.8%) + 'mastabling': 80 (4.2%) + 'ЗОВ': 78 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:294,161, str:68,644 +Null/Empty: null:294,161 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 68,644 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:308,588 (85.1%), false:54,217 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:294,223 (81.1%), false:68,582 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:1,235,865,603, max:1,238,543,990, avg:1237200551.4 +Numeric std dev: 772680.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,804, str:1 +Null/Empty: null:362,804 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 84 (0.0%) + 'self.AskReddit': 30 (0.0%) + 'halbot.haluze.sk': 28 (0.0%) + 'examiner.com': 25 (0.0%) + 'reddit.com': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,801, float:4 +Booleans: true:0 (0.0%), false:362,801 (100.0%) +Numeric values: 4 total +Numeric range: min:1,235,952,469.0, max:1,511,114,343.0, avg:1331494324.5 +Numeric std dev: 112457877.1 +Unique numbers tracked: 4 +Numeric values distribution: + 1,235,952,469.0: 1 (25.0%) + 1,236,253,126.0: 1 (25.0%) + 1,342,657,360.0: 1 (25.0%) + 1,511,114,343.0: 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 362,804 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '813pz': 1 (0.0%) + '813q0': 1 (0.0%) + '813q1': 1 (0.0%) + '813q2': 1 (0.0%) + '813q3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:161,907 (44.6%), false:200,898 (55.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:13,008 (3.6%), false:349,797 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,788, str:17 +Null/Empty: null:362,788, empty_str:3 +String length avg: 7.5 +Unique strings tracked: 10 +String values distribution: + 'parenting': 4 (28.6%) + 'criticism': 2 (14.3%) + 'football': 1 (7.1%) + 'three': 1 (7.1%) + 'purple': 1 (7.1%) + 'normal': 1 (7.1%) + 'vod': 1 (7.1%) + 'twentytwo': 1 (7.1%) + 'loc-us': 1 (7.1%) + 'research': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 362,805/362,805 (100.0%) +Types: list:362,805 +Null/Empty: empty_arr:362,786 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,786, str:19 +Null/Empty: null:362,786 +String length avg: 9.1 +Unique strings tracked: 13 +Top 5 string values: + 'Parenting': 4 (21.1%) + 'Video': 3 (15.8%) + 'Criticism': 2 (10.5%) + 'Football': 1 (5.3%) + 'Economics': 1 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 362,786 (100.0%) + 'richtext': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:1 (0.0%), false:362,804 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,784, dict:21 +Null/Empty: null:362,784 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 362,805/362,805 (100.0%) +Types: dict:362,805 +Null/Empty: empty_obj:362,784 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:288,924 (79.6%), false:73,881 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:0, max:2,115, avg:2.7 +Numeric std dev: 20.3 +Unique numbers tracked: 529 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:8,447 (2.3%), false:354,358 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 362,805/362,805 (100.0%) +Types: str:332,225, NoneType:30,580 +Null/Empty: null:30,580 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 308,588 (92.9%) + 'promo_specified': 12,989 (3.9%) + 'promo_adult_nsfw': 7,257 (2.2%) + 'promo_adult': 1,982 (0.6%) + 'no_ads': 903 (0.3%) + 'promo_all': 495 (0.1%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/programming/comments/813pz/taliban_could_take_o...': 1 (0.0%) + '/r/technology/comments/813q0/social_networking_uti...': 1 (0.0%) + '/r/reddit.com/comments/813q1/tea_parties_organize_...': 1 (0.0%) + '/r/reddit.com/comments/813q2/natural_treatment_for...': 1 (0.0%) + '/r/politics/comments/813q3/obama_healthcare_plan_r...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:1,522,780,767, max:1,522,786,569, avg:1522783662.3 +Numeric std dev: 1672.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 362,805/362,805 (100.0%) +Types: int:362,805 +Numeric values: 362,805 total +Numeric range: min:0, max:4,504, avg:5.3 +Numeric std dev: 43.8 +Unique numbers tracked: 837 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:362,784, dict:21 +Null/Empty: null:362,784 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 362,805/362,805 (100.0%) +Types: dict:362,805 +Null/Empty: empty_obj:362,784 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +Null/Empty: empty_str:314,532 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + '[deleted]': 47,488 (98.4%) + '[removed]': 783 (1.6%) + 'New one: + +http://www.youtube.com/watch?v=x_2liW8QJ...': 1 (0.0%) + 'please ignore.': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:362,805 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 362,805/362,805 (100.0%) +Types: bool:362,805 +Booleans: true:0 (0.0%), false:362,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 34,803 (9.6%) + 'pics': 4,055 (1.1%) + 'politics': 3,912 (1.1%) + 'technology': 2,702 (0.7%) + 'worldnews': 2,405 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 34,803 (9.6%) + 't5_2qh0u': 4,055 (1.1%) + 't5_2cneq': 3,912 (1.1%) + 't5_2qh16': 2,702 (0.7%) + 't5_2qh13': 2,405 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 34,803 (9.6%) + 'r/pics': 4,055 (1.1%) + 'r/politics': 3,912 (1.1%) + 'r/technology': 2,702 (0.7%) + 'r/worldnews': 2,405 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 199,591 (55.0%) + 'archived': 160,663 (44.3%) + 'restricted': 2,551 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 362,805/362,805 (100.0%) +Types: NoneType:355,298, str:7,507 +Null/Empty: null:355,298 +String length avg: 9.2 +Unique strings tracked: 5 +String values distribution: + 'confidence': 6,664 (88.8%) + 'new': 578 (7.7%) + 'top': 262 (3.5%) + 'qa': 2 (0.0%) + 'old': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +Null/Empty: empty_str:120,176 +String length avg: 6.9 +Unique strings tracked: 171 +Top 5 string values: + 'default': 233,959 (96.4%) + 'self': 8,499 (3.5%) + 'https://b.thumbs.redditmedia.com/eyHeeoHGEKUBnt3FT...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/6upvznsmkSb5C3o8u...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/MuoDCAlOCzKV-XCv_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Strange Adventures of H.P. Lovecraft: Graphic ...': 4 (0.0%) + ' History Repeating Itself': 4 (0.0%) + 'After the Crash, Stocks May Face Long Road Back ': 3 (0.0%) + 'Miley Cyrus Shows Off Her Bra To Shirtless Justin ...': 3 (0.0%) + 'Why Is Roland Burris Still A Senator?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 362,805/362,805 (100.0%) +Types: str:362,805 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.npr.org/templates/story/story.php?story...': 5 (0.0%) + 'http://www.dreadcentral.com/news/30538/the-strange...': 4 (0.0%) + 'http://therevolutionagain.blogspot.com/2009/02/his...': 4 (0.0%) + 'http://www.npr.org/templates/story/story.php?story...': 4 (0.0%) + 'http://www.bittenandbound.com/2009/02/28/miley-cyr...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 362,805/362,805 (100.0%) +Types: str:332,225, NoneType:30,580 +Null/Empty: null:30,580 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 307,683 (92.6%) + 'promo_specified': 12,989 (3.9%) + 'promo_adult_nsfw': 8,194 (2.5%) + 'promo_adult': 1,954 (0.6%) + 'no_ads': 903 (0.3%) + 'promo_all': 491 (0.1%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 294,223/362,805 (81.1%) +Types: list:294,223 +Null/Empty: empty_arr:292,319 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 294,223/362,805 (81.1%) +Types: str:294,223 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 292,319 (99.4%) + 'richtext': 1,904 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 242,629/362,805 (66.9%) +Types: NoneType:242,440, int:189 +Null/Empty: null:242,440 +Numeric values: 189 total +Numeric range: min:6, max:140, avg:107.0 +Numeric std dev: 30.5 +Unique numbers tracked: 39 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 242,629/362,805 (66.9%) +Types: NoneType:242,440, int:189 +Null/Empty: null:242,440 +Numeric values: 189 total +Numeric range: min:6, max:140, avg:131.5 +Numeric std dev: 23.8 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 167 (88.4%) + 70: 21 (11.1%) + 6: 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,505/362,805 (1.5%) +Types: bool:5,505 +Booleans: true:0 (0.0%), false:5,505 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 379/362,805 (0.1%) +Types: bool:379 +Booleans: true:379 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 171/362,805 (0.0%) +Types: str:171 +String length avg: 4.5 +Unique strings tracked: 3 +String values distribution: + 'link': 144 (84.2%) + 'image': 15 (8.8%) + 'rich:video': 12 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 171/362,805 (0.0%) +Types: dict:171 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 4/362,805 (0.0%) +Types: str:3, NoneType:1 +Null/Empty: null:1 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 't2_1wh0': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 4/362,805 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 4/362,805 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4/362,805 (0.0%) +Types: str:4 +String length avg: 26.2 +Unique strings tracked: 3 +String values distribution: + 'http://scifi.reddit.com': 2 (50.0%) + 'http://nonprofit.reddit.com': 1 (25.0%) + 'http://store.xkcd.com/reddit?win': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 4/362,805 (0.0%) +Types: bool:4 +Booleans: true:0 (0.0%), false:4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4/362,805 (0.0%) +Types: str:4 +Null/Empty: empty_str:4 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 4/362,805 (0.0%) +Types: dict:4 +Null/Empty: empty_obj:3 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4/362,805 (0.0%) +Types: bool:4 +Booleans: true:3 (75.0%), false:1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 4/362,805 (0.0%) +Types: int:4 +Numeric values: 4 total +Numeric range: min:88,740, max:88,740, avg:88740.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 88,740: 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 4/362,805 (0.0%) +Types: list:4 +Null/Empty: empty_arr:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4/362,805 (0.0%) +Types: NoneType:4 +Null/Empty: null:4 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/362,805 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2009-04.jsonl +Analysis Time: 2026-01-15 06:15:28 +================================================================================ +Total lines: 357,107 +Processed lines: 357,107 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:357,099 (100.0%), false:8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 441 (0.1%) + 'peteberg': 14 (0.0%) + 'ENRIC0s': 11 (0.0%) + 'spif': 11 (0.0%) + 'apotheon': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:290,454, str:66,653 +Null/Empty: null:290,454, empty_str:66,653 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:355,222, str:1,885 +Null/Empty: null:355,222, empty_str:378 +String length avg: 8.2 +Unique strings tracked: 262 +Top 5 string values: + 'fsm': 111 (7.4%) + 'cnty-england': 93 (6.2%) + 'psn': 85 (5.6%) + 'no-knight': 67 (4.4%) + 'indiana-flag': 67 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:355,115, str:1,992 +Null/Empty: null:355,115, empty_str:98 +String length avg: 13.2 +Unique strings tracked: 364 +Top 5 string values: + 'Atheist': 139 (7.3%) + 'Libertarian Socialist': 112 (5.9%) + 'Kent': 88 (4.6%) + 'mastabling': 78 (4.1%) + 'Indiana': 67 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:290,454, str:66,653 +Null/Empty: null:290,454 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 66,653 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:303,889 (85.1%), false:53,218 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:288,612 (80.8%), false:68,495 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:1,238,544,001, max:1,241,135,994, avg:1239875802.2 +Numeric std dev: 759658.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,106, str:1 +Null/Empty: null:357,106 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 76 (0.0%) + 'self.reddit.com': 30 (0.0%) + 'examiner.com': 29 (0.0%) + 'self.AskReddit': 21 (0.0%) + 'imgur.com': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,101, float:6 +Booleans: true:0 (0.0%), false:357,101 (100.0%) +Numeric values: 6 total +Numeric range: min:1,238,611,872.0, max:1,499,451,825.0, avg:1323007098.8 +Numeric std dev: 118021680.5 +Unique numbers tracked: 6 +Numeric values distribution: + 1,238,611,872.0: 1 (16.7%) + 1,499,451,825.0: 1 (16.7%) + 1,239,528,277.0: 1 (16.7%) + 1,239,887,433.0: 1 (16.7%) + 1,479,995,916.0: 1 (16.7%) + 1,240,567,270.0: 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 357,105 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:3 (0.0%), false:357,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:4 (0.0%), false:357,103 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '890wq': 1 (0.0%) + '890wr': 1 (0.0%) + '890ws': 1 (0.0%) + '890wt': 1 (0.0%) + '890wu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:151,262 (42.4%), false:205,845 (57.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:14,443 (4.0%), false:342,664 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,095, str:12 +Null/Empty: null:357,095, empty_str:1 +String length avg: 8.1 +Unique strings tracked: 9 +String values distribution: + 'nine': 2 (18.2%) + 'criticism': 2 (18.2%) + 'nonwhitelistedchannel': 1 (9.1%) + 'twentytwo': 1 (9.1%) + 'normal': 1 (9.1%) + 'parenting': 1 (9.1%) + 'env': 1 (9.1%) + 'deceased': 1 (9.1%) + 'removed': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 357,107/357,107 (100.0%) +Types: list:357,107 +Null/Empty: empty_arr:357,093 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,093, str:14 +Null/Empty: null:357,093 +String length avg: 11.0 +Unique strings tracked: 12 +Top 5 string values: + 'Physics': 2 (14.3%) + 'Criticism': 2 (14.3%) + 'Non-whitelisted Youtube Channel': 1 (7.1%) + '(R.6c) Title': 1 (7.1%) + 'Technology': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 357,093 (100.0%) + 'richtext': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,096, dict:11 +Null/Empty: null:357,096 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 357,107/357,107 (100.0%) +Types: dict:357,107 +Null/Empty: empty_obj:357,096 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:283,002 (79.2%), false:74,105 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:0, max:42,449, avg:3.0 +Numeric std dev: 74.1 +Unique numbers tracked: 550 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:8,233 (2.3%), false:348,874 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 357,107/357,107 (100.0%) +Types: str:326,666, NoneType:30,441 +Null/Empty: null:30,441 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 303,889 (93.0%) + 'promo_specified': 12,319 (3.8%) + 'promo_adult_nsfw': 6,790 (2.1%) + 'promo_adult': 2,053 (0.6%) + 'no_ads': 1,061 (0.3%) + 'promo_all': 543 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/business/comments/890wq/ballys_las_vegas_tempor...': 1 (0.0%) + '/r/funny/comments/890wr/turtles_dont_need_yellow_p...': 1 (0.0%) + '/r/ChileRemix/comments/890ws/pantallas_de_proyecci...': 1 (0.0%) + '/r/reddit.com/comments/890wt/freak_car_accident/': 1 (0.0%) + '/r/politics/comments/890wu/politicians_xrated_expe...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:1,522,786,569, max:1,522,792,577, avg:1522789514.8 +Numeric std dev: 1740.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 357,107/357,107 (100.0%) +Types: int:357,107 +Numeric values: 357,107 total +Numeric range: min:0, max:3,919, avg:5.6 +Numeric std dev: 48.7 +Unique numbers tracked: 872 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:357,096, dict:11 +Null/Empty: null:357,096 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 357,107/357,107 (100.0%) +Types: dict:357,107 +Null/Empty: empty_obj:357,096 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +Null/Empty: empty_str:310,830 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + '[deleted]': 45,191 (97.7%) + '[removed]': 1,086 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:357,107 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:1 (0.0%), false:357,106 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 357,107/357,107 (100.0%) +Types: bool:357,107 +Booleans: true:0 (0.0%), false:357,107 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 35,746 (10.0%) + 'pics': 3,427 (1.0%) + 'politics': 3,012 (0.8%) + 'technology': 2,869 (0.8%) + 'funny': 2,414 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 35,746 (10.0%) + 't5_2qh0u': 3,427 (1.0%) + 't5_2cneq': 3,012 (0.8%) + 't5_2qh16': 2,869 (0.8%) + 't5_2qh33': 2,414 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 35,746 (10.0%) + 'r/pics': 3,427 (1.0%) + 'r/politics': 3,012 (0.8%) + 'r/technology': 2,869 (0.8%) + 'r/funny': 2,414 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 188,545 (52.8%) + 'archived': 166,657 (46.7%) + 'restricted': 1,905 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 357,107/357,107 (100.0%) +Types: NoneType:349,580, str:7,527 +Null/Empty: null:349,580 +String length avg: 9.2 +Unique strings tracked: 5 +String values distribution: + 'confidence': 6,671 (88.6%) + 'new': 703 (9.3%) + 'top': 149 (2.0%) + 'qa': 2 (0.0%) + 'old': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +Null/Empty: empty_str:118,814 +String length avg: 6.9 +Unique strings tracked: 153 +Top 5 string values: + 'default': 227,354 (95.4%) + 'self': 8,749 (3.7%) + 'nsfw': 2,039 (0.9%) + 'https://b.thumbs.redditmedia.com/EuTZGtO4614T6rJAb...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/vDT7TrFtplt2jrP4e...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 54.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Congress Divided Over Courts Fixing Foreclosures': 6 (0.0%) + 'Obama Depressed, Distant Since 'Battlestar Galacti...': 3 (0.0%) + 'Former Clinton advisor Dick Morris and Sean Hannit...': 3 (0.0%) + 'Another Obama Nominee Owes $7000.00 In Back Taxes': 3 (0.0%) + 'Another Obama Nominee Owes $7000.00 In Back Taxes ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 357,107/357,107 (100.0%) +Types: str:357,107 +String length avg: 70.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.foxnews.com/politics/first100days/2009/...': 6 (0.0%) + 'http://www.npr.org/templates/story/story.php?story...': 6 (0.0%) + 'http://www.infowars.com/hannity-morris-agree-with-...': 5 (0.0%) + 'http://torrentfreak.com/warner-bros-acquires-the-p...': 5 (0.0%) + 'http://www.theonion.com/content/news/obama_depress...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 357,107/357,107 (100.0%) +Types: str:326,666, NoneType:30,441 +Null/Empty: null:30,441 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 302,897 (92.7%) + 'promo_specified': 12,319 (3.8%) + 'promo_adult_nsfw': 7,813 (2.4%) + 'promo_adult': 2,024 (0.6%) + 'no_ads': 1,061 (0.3%) + 'promo_all': 541 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 290,506/357,107 (81.3%) +Types: list:290,506 +Null/Empty: empty_arr:288,612 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 290,506/357,107 (81.3%) +Types: str:290,506 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 288,612 (99.3%) + 'richtext': 1,894 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 238,293/357,107 (66.7%) +Types: NoneType:238,127, int:166 +Null/Empty: null:238,127 +Numeric values: 166 total +Numeric range: min:3, max:140, avg:100.1 +Numeric std dev: 32.4 +Unique numbers tracked: 43 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 238,293/357,107 (66.7%) +Types: NoneType:238,127, int:166 +Null/Empty: null:238,127 +Numeric values: 166 total +Numeric range: min:4, max:140, avg:128.6 +Numeric std dev: 27.9 +Unique numbers tracked: 6 +Numeric values distribution: + 140: 141 (84.9%) + 70: 21 (12.7%) + 6: 1 (0.6%) + 4: 1 (0.6%) + 57: 1 (0.6%) + 69: 1 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:1 (0.0%), false:5,361 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:0 (0.0%), false:5,362 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:0 (0.0%), false:5,362 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,362/357,107 (1.5%) +Types: bool:5,362 +Booleans: true:0 (0.0%), false:5,362 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,577/357,107 (0.7%) +Types: bool:2,577 +Booleans: true:2,577 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 157/357,107 (0.0%) +Types: str:157 +String length avg: 4.4 +Unique strings tracked: 3 +String values distribution: + 'link': 137 (87.3%) + 'image': 12 (7.6%) + 'rich:video': 8 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 157/357,107 (0.0%) +Types: dict:157 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9/357,107 (0.0%) +Types: str:9 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + 't2_1wh0': 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 9/357,107 (0.0%) +Types: list:9 +Null/Empty: empty_arr:9 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 9/357,107 (0.0%) +Types: list:9 +Null/Empty: empty_arr:9 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9/357,107 (0.0%) +Types: str:9 +String length avg: 85.1 +Unique strings tracked: 9 +String values distribution: + 'http://blog.reddit.com/2009/04/scifi-author-greg-b...': 1 (11.1%) + 'http://blog.reddit.com/2009/04/theres-new-reddit-s...': 1 (11.1%) + 'http://www.reddit.com/r/Pets/comments/8b2je/mrs_sp...': 1 (11.1%) + 'http://www.amazon.com/gp/product/B00154JDAI?ie=UTF...': 1 (11.1%) + 'http://www.amazon.com/gp/product/B0000VCZK2?ie=UTF...': 1 (11.1%) + 'http://www.reddit.com/r/sportsvideo/?cowboyssuck': 1 (11.1%) + 'http://www.amazon.com/gp/product/B00008OE4W?ie=UTF...': 1 (11.1%) + 'http://reddit.tv?ftw': 1 (11.1%) + 'http://reddit.tv?win': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 9/357,107 (0.0%) +Types: bool:9 +Booleans: true:0 (0.0%), false:9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9/357,107 (0.0%) +Types: str:9 +Null/Empty: empty_str:9 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 9/357,107 (0.0%) +Types: dict:9 +Null/Empty: empty_obj:8 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9/357,107 (0.0%) +Types: bool:9 +Booleans: true:8 (88.9%), false:1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9/357,107 (0.0%) +Types: int:9 +Numeric values: 9 total +Numeric range: min:88,740, max:88,740, avg:88740.0 +Numeric std dev: 0.0 +Unique numbers tracked: 1 +Numeric values distribution: + 88,740: 9 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 9/357,107 (0.0%) +Types: list:9 +Null/Empty: empty_arr:9 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9/357,107 (0.0%) +Types: NoneType:9 +Null/Empty: null:9 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/357,107 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2009-05.jsonl +Analysis Time: 2026-01-15 06:15:57 +================================================================================ +Total lines: 355,193 +Processed lines: 355,193 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:355,158 (100.0%), false:35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 406 (0.1%) + 'Peter_Pandemic': 65 (0.0%) + 'macduck71': 33 (0.0%) + 'darkmannx': 13 (0.0%) + 'BlankVerse': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:289,702, str:65,491 +Null/Empty: null:289,702, empty_str:65,491 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:353,028, str:2,165 +Null/Empty: null:353,028, empty_str:394 +String length avg: 8.5 +Unique strings tracked: 285 +Top 5 string values: + 'cnty-england': 148 (8.4%) + 'curator': 115 (6.5%) + 'fsm': 81 (4.6%) + 'no-knight': 80 (4.5%) + 'newyork-flag': 76 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:352,952, str:2,241 +Null/Empty: null:352,952, empty_str:119 +String length avg: 12.9 +Unique strings tracked: 380 +Top 5 string values: + 'Kent': 144 (6.8%) + 'Libertarian Socialist': 121 (5.7%) + 'Atheist': 115 (5.4%) + 'moderator': 96 (4.5%) + 'New York': 76 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:289,702, str:65,491 +Null/Empty: null:289,702 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 65,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:303,955 (85.6%), false:51,238 (14.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:286,760 (80.7%), false:68,433 (19.3%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:1,241,136,017, max:1,243,814,375, avg:1242464560.4 +Numeric std dev: 765675.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,193 +Null/Empty: null:355,193 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 95 (0.0%) + 'infowars.com': 32 (0.0%) + 'self.AskReddit': 30 (0.0%) + 'examiner.com': 26 (0.0%) + 'reddit.com': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,186, float:7 +Booleans: true:0 (0.0%), false:355,186 (100.0%) +Numeric values: 7 total +Numeric range: min:1,242,052,543.0, max:1,479,995,858.0, avg:1349153817.7 +Numeric std dev: 95729494.4 +Unique numbers tracked: 7 +Numeric values distribution: + 1,436,086,864.0: 1 (14.3%) + 1,242,052,543.0: 1 (14.3%) + 1,415,070,748.0: 1 (14.3%) + 1,384,316,616.0: 1 (14.3%) + 1,479,995,858.0: 1 (14.3%) + 1,243,153,534.0: 1 (14.3%) + 1,243,400,561.0: 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 355,192 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:3 (0.0%), false:355,190 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:14 (0.0%), false:355,179 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8gwko': 1 (0.0%) + '8gwkp': 1 (0.0%) + '8gwkq': 1 (0.0%) + '8gwkr': 1 (0.0%) + '8gwks': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:143,722 (40.5%), false:211,471 (59.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:17,023 (4.8%), false:338,170 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,166, str:27 +Null/Empty: null:355,166, empty_str:4 +String length avg: 7.3 +Unique strings tracked: 16 +Top 5 string values: + 'discussion': 8 (34.8%) + 'nine': 1 (4.3%) + 'playlist': 1 (4.3%) + 'mod': 1 (4.3%) + 'normal': 1 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 355,193/355,193 (100.0%) +Types: list:355,193 +Null/Empty: empty_arr:355,167 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,166, str:27 +Null/Empty: null:355,166, empty_str:1 +String length avg: 9.5 +Unique strings tracked: 17 +Top 5 string values: + 'Discussion': 8 (30.8%) + 'Video': 2 (7.7%) + 'Image Gallery': 2 (7.7%) + 'Physics': 1 (3.8%) + 'Playlist': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 355,167 (100.0%) + 'richtext': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:1 (0.0%), false:355,192 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,174, dict:19 +Null/Empty: null:355,174 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 355,193/355,193 (100.0%) +Types: dict:355,193 +Null/Empty: empty_obj:355,174 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:280,742 (79.0%), false:74,451 (21.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:2,670, avg:3.1 +Numeric std dev: 23.5 +Unique numbers tracked: 568 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 355,192 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:7,788 (2.2%), false:347,405 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 355,193/355,193 (100.0%) +Types: str:325,720, NoneType:29,473 +Null/Empty: null:29,473 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 303,955 (93.3%) + 'promo_specified': 11,842 (3.6%) + 'promo_adult_nsfw': 6,631 (2.0%) + 'promo_adult': 1,656 (0.5%) + 'no_ads': 1,130 (0.3%) + 'promo_all': 495 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/worldnews/comments/8gwko/she_was_allowed_to_be_...': 1 (0.0%) + '/r/gaming/comments/8gwkp/im_losing_my_interest_in_...': 1 (0.0%) + '/r/gaming/comments/8gwkq/l4d_sale_and_freaky_frida...': 1 (0.0%) + '/r/celebrities/comments/8gwkr/cityrag_paris_hilton...': 1 (0.0%) + '/r/reddit.com/comments/8gwks/e_spesso_ospite_dei_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:1,522,792,577, max:1,522,798,585, avg:1522795593.1 +Numeric std dev: 1738.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 355,193/355,193 (100.0%) +Types: int:355,193 +Numeric values: 355,193 total +Numeric range: min:0, max:6,983, avg:5.4 +Numeric std dev: 46.7 +Unique numbers tracked: 831 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:355,174, dict:19 +Null/Empty: null:355,174 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 355,193/355,193 (100.0%) +Types: dict:355,193 +Null/Empty: empty_obj:355,174 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +Null/Empty: empty_str:308,597 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + '[deleted]': 44,390 (95.3%) + '[removed]': 2,204 (4.7%) + 'Lorem ipsum dolor sit amet, consectetur adipiscing...': 1 (0.0%) + 'Doesn't work anymore :(': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:355,192 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 355,193/355,193 (100.0%) +Types: bool:355,193 +Booleans: true:0 (0.0%), false:355,193 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 30,711 (8.6%) + 'pics': 2,717 (0.8%) + 'politics': 2,424 (0.7%) + 'funny': 1,940 (0.5%) + 'worldnews': 1,752 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 30,711 (8.6%) + 't5_2qh0u': 2,717 (0.8%) + 't5_2cneq': 2,424 (0.7%) + 't5_2qh33': 1,940 (0.5%) + 't5_2qh13': 1,752 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 30,711 (8.6%) + 'r/pics': 2,717 (0.8%) + 'r/politics': 2,424 (0.7%) + 'r/funny': 1,940 (0.5%) + 'r/worldnews': 1,752 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 184,076 (51.8%) + 'archived': 168,917 (47.6%) + 'restricted': 2,200 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 355,193/355,193 (100.0%) +Types: NoneType:347,117, str:8,076 +Null/Empty: null:347,117 +String length avg: 9.3 +Unique strings tracked: 5 +String values distribution: + 'confidence': 7,215 (89.3%) + 'new': 738 (9.1%) + 'top': 119 (1.5%) + 'old': 3 (0.0%) + 'qa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +Null/Empty: empty_str:99,350 +String length avg: 6.9 +Unique strings tracked: 179 +Top 5 string values: + 'default': 243,035 (95.0%) + 'self': 9,726 (3.8%) + 'nsfw': 2,906 (1.1%) + 'https://a.thumbs.redditmedia.com/rJrE7hPaCLNK-jcDV...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/5c1nXRo9hA7cM12_n...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Unusual Concept Bikes': 3 (0.0%) + 'Video of Miss California @ Rock Church & Her C...': 2 (0.0%) + 'Breathalyzer Fail': 2 (0.0%) + 'Who can identify this band for me?': 2 (0.0%) + 'Game Theory: Why the Swine Flu Panic is Good': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 355,193/355,193 (100.0%) +Types: str:355,193 +String length avg: 69.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.huffingtonpost.com/2009/04/30/banks-bea...': 4 (0.0%) + 'http://english.pravda.ru/science/health/30-04-2009...': 3 (0.0%) + 'http://www.desmoinesregister.com/article/20090430/...': 3 (0.0%) + 'http://firstread.msnbc.msn.com/archive/2009/04/30/...': 3 (0.0%) + 'http://news.yahoo.com/s/ap/20090430/ap_on_re_mi_ea...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 355,193/355,193 (100.0%) +Types: str:325,720, NoneType:29,473 +Null/Empty: null:29,473 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 303,164 (93.1%) + 'promo_specified': 11,842 (3.6%) + 'promo_adult_nsfw': 7,436 (2.3%) + 'promo_adult': 1,643 (0.5%) + 'no_ads': 1,130 (0.3%) + 'promo_all': 494 (0.2%) + 'house_only': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 289,744/355,193 (81.6%) +Types: list:289,744 +Null/Empty: empty_arr:287,622 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 289,744/355,193 (81.6%) +Types: str:289,744 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 287,622 (99.3%) + 'richtext': 2,122 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 255,843/355,193 (72.0%) +Types: NoneType:255,647, int:196 +Null/Empty: null:255,647 +Numeric values: 196 total +Numeric range: min:19, max:140, avg:101.5 +Numeric std dev: 33.6 +Unique numbers tracked: 49 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 255,843/355,193 (72.0%) +Types: NoneType:255,647, int:196 +Null/Empty: null:255,647 +Numeric values: 196 total +Numeric range: min:64, max:140, avg:131.0 +Numeric std dev: 23.4 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 171 (87.2%) + 70: 24 (12.2%) + 64: 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,855/355,193 (1.6%) +Types: bool:5,855 +Booleans: true:0 (0.0%), false:5,855 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,347/355,193 (0.4%) +Types: bool:1,347 +Booleans: true:1,347 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 177/355,193 (0.0%) +Types: str:177 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 148 (83.6%) + 'image': 15 (8.5%) + 'rich:video': 14 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 177/355,193 (0.0%) +Types: dict:177 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 35/355,193 (0.0%) +Types: str:35 +String length avg: 7.3 +Unique strings tracked: 3 +String values distribution: + 't2_1wh0': 23 (65.7%) + 't2_1ed7b': 9 (25.7%) + 't2_3gycq': 3 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 35/355,193 (0.0%) +Types: list:35 +Null/Empty: empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 35/355,193 (0.0%) +Types: list:35 +Null/Empty: empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 35/355,193 (0.0%) +Types: str:35 +String length avg: 92.6 +Unique strings tracked: 35 +Top 5 string values: + 'http://www.youtube.com/watch?v=5535Ts-iOP0': 1 (2.9%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (2.9%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (2.9%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (2.9%) + 'http://www.amazon.com/gp/product/0451529065?ie=UTF...': 1 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 35/355,193 (0.0%) +Types: bool:35 +Booleans: true:0 (0.0%), false:35 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 35/355,193 (0.0%) +Types: str:35 +Null/Empty: empty_str:35 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 35/355,193 (0.0%) +Types: dict:35 +Null/Empty: empty_obj:35 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 35/355,193 (0.0%) +Types: bool:35 +Booleans: true:35 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 35/355,193 (0.0%) +Types: int:35 +Numeric values: 35 total +Numeric range: min:88,740, max:5,829,866, avg:1162280.5 +Numeric std dev: 1728422.2 +Unique numbers tracked: 3 +Numeric values distribution: + 88,740: 23 (65.7%) + 2,349,911: 9 (25.7%) + 5,829,866: 3 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 35/355,193 (0.0%) +Types: list:35 +Null/Empty: empty_arr:35 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 35/355,193 (0.0%) +Types: NoneType:35 +Null/Empty: null:35 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 1/355,193 (0.0%) +Types: str:1 +Null/Empty: empty_str:1 + +================================================================================ + +================================================================================ +FILE: RS_2009-06.jsonl +Analysis Time: 2026-01-15 06:16:22 +================================================================================ +Total lines: 383,969 +Processed lines: 383,969 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:383,898 (100.0%), false:71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 401 (0.1%) + 'macduck71': 24 (0.0%) + 'charlatan': 17 (0.0%) + 'bangheads': 13 (0.0%) + 'spamking007': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:314,183, str:69,786 +Null/Empty: null:314,183, empty_str:69,786 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:381,547, str:2,422 +Null/Empty: null:381,547, empty_str:364 +String length avg: 7.8 +Unique strings tracked: 313 +Top 5 string values: + 'curator': 191 (9.3%) + 'fsm': 145 (7.0%) + 'lastfm': 122 (5.9%) + 'no-knight': 78 (3.8%) + 'default': 71 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:381,524, str:2,445 +Null/Empty: null:381,524, empty_str:169 +String length avg: 12.7 +Unique strings tracked: 413 +Top 5 string values: + 'Atheist': 175 (7.7%) + 'moderator': 126 (5.5%) + 'Libertarian Socialist': 75 (3.3%) + 'Libertarian': 71 (3.1%) + 'curator': 65 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:314,183, str:69,786 +Null/Empty: null:314,183 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 69,786 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:329,601 (85.8%), false:54,368 (14.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:314,101 (81.8%), false:69,868 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:1,243,814,400, max:1,246,406,397, avg:1245125565.2 +Numeric std dev: 754444.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,963, str:6 +Null/Empty: null:383,963 +String length avg: 8.3 +Unique strings tracked: 2 +String values distribution: + 'moderator': 5 (83.3%) + 'admin': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 87 (0.0%) + 'self.AskReddit': 47 (0.0%) + 'shar.es': 42 (0.0%) + 'imgur.com': 23 (0.0%) + 'reddit.com': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 383,969/383,969 (100.0%) +Types: bool:382,873, float:1,096 +Booleans: true:0 (0.0%), false:382,873 (100.0%) +Numeric values: 1,096 total +Numeric range: min:1,243,856,078.0, max:1,488,075,148.0, avg:1246861839.6 +Numeric std dev: 14508628.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:33 (0.0%), false:383,936 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8oq7q': 1 (0.0%) + '8oq7r': 1 (0.0%) + '8oq7s': 1 (0.0%) + '8oq7t': 1 (0.0%) + '8oq7u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:161,673 (42.1%), false:222,296 (57.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:20,861 (5.4%), false:363,108 (94.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,942, str:27 +Null/Empty: null:383,942, empty_str:10 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'discussion': 5 (29.4%) + '1850s': 1 (5.9%) + 'twentyone': 1 (5.9%) + 'artwork': 1 (5.9%) + 'psychedelic': 1 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 383,969/383,969 (100.0%) +Types: list:383,969 +Null/Empty: empty_arr:383,938 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,938, str:31 +Null/Empty: null:383,938 +String length avg: 10.2 +Unique strings tracked: 21 +Top 5 string values: + 'Various': 6 (19.4%) + 'Discussion': 5 (16.1%) + '[reddit.com]': 2 (6.5%) + 'Uninteresting Pic': 1 (3.2%) + '1850s': 1 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 383,938 (100.0%) + 'richtext': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:5 (0.0%), false:383,964 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,946, dict:23 +Null/Empty: null:383,946 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 383,969/383,969 (100.0%) +Types: dict:383,969 +Null/Empty: empty_obj:383,946 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:306,667 (79.9%), false:77,302 (20.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:0, max:2,718, avg:3.0 +Numeric std dev: 23.7 +Unique numbers tracked: 597 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 383,968 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:8,327 (2.2%), false:375,642 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 383,969/383,969 (100.0%) +Types: str:354,141, NoneType:29,828 +Null/Empty: null:29,828 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 329,601 (93.1%) + 'promo_specified': 12,958 (3.7%) + 'promo_adult_nsfw': 7,924 (2.2%) + 'promo_adult': 1,776 (0.5%) + 'no_ads': 1,234 (0.3%) + 'promo_all': 636 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/8oq7q/dear_gaming_reddit_can_an...': 1 (0.0%) + '/r/pics/comments/8oq7r/2009_volkswagen_scirocco_r_...': 1 (0.0%) + '/r/ja/comments/8oq7s/ソフトウェア技術者のための英語４an_agile_wayi...': 1 (0.0%) + '/r/politics/comments/8oq7t/pro_life_did_dr_tillers...': 1 (0.0%) + '/r/reddit.com/comments/8oq7u/regenesis_2x2_1200_ca...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:1,522,798,585, max:1,522,804,618, avg:1522801604.2 +Numeric std dev: 1737.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 383,969/383,969 (100.0%) +Types: int:383,969 +Numeric values: 383,969 total +Numeric range: min:0, max:6,717, avg:5.2 +Numeric std dev: 47.8 +Unique numbers tracked: 853 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:383,946, dict:23 +Null/Empty: null:383,946 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 383,969/383,969 (100.0%) +Types: dict:383,969 +Null/Empty: empty_obj:383,946 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +Null/Empty: empty_str:329,258 +String length avg: 40.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 33,625 (61.5%) + '[removed]': 2,493 (4.6%) + 'A group I'm associated with has decided that it's ...': 2 (0.0%) + 'This is number 10 on the ARML (American Regions Ma...': 2 (0.0%) + 'For the impatient: [slides](http://student.science...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:383,968 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:2 (0.0%), false:383,967 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 383,969/383,969 (100.0%) +Types: bool:383,969 +Booleans: true:0 (0.0%), false:383,969 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 34,739 (9.0%) + 'politics': 3,007 (0.8%) + 'pics': 2,541 (0.7%) + 'worldnews': 2,051 (0.5%) + 'WTF': 1,988 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 34,739 (9.0%) + 't5_2cneq': 3,007 (0.8%) + 't5_2qh0u': 2,541 (0.7%) + 't5_2qh13': 2,051 (0.5%) + 't5_2qh61': 1,988 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 34,739 (9.0%) + 'r/politics': 3,007 (0.8%) + 'r/pics': 2,541 (0.7%) + 'r/worldnews': 2,051 (0.5%) + 'r/WTF': 1,988 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 199,401 (51.9%) + 'archived': 182,299 (47.5%) + 'restricted': 2,269 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 383,969/383,969 (100.0%) +Types: NoneType:376,391, str:7,578 +Null/Empty: null:376,391 +String length avg: 9.5 +Unique strings tracked: 5 +String values distribution: + 'confidence': 7,001 (92.4%) + 'new': 418 (5.5%) + 'top': 149 (2.0%) + 'old': 6 (0.1%) + 'qa': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +Null/Empty: empty_str:81,641 +String length avg: 6.9 +Unique strings tracked: 202 +Top 5 string values: + 'default': 290,862 (96.2%) + 'self': 11,114 (3.7%) + 'nsfw': 147 (0.0%) + 'https://b.thumbs.redditmedia.com/THAkkqMSOaKtOVd_P...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/VwArOFVZaeYXiy1P8...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 56.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ten reasons why population control is not an answe...': 6 (0.0%) + 'Public execution of abortion doctor [SONG]': 6 (0.0%) + 'What’s wrong with a 30-hour work week?': 3 (0.0%) + 'Former German MP/Judge offers $1m reward for prose...': 3 (0.0%) + 'A proof that God does not exist': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 383,969/383,969 (100.0%) +Types: str:383,969 +String length avg: 70.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://links.org.au/node/1076': 6 (0.0%) + 'http://www.youtube.com/watch?v=X7UOmq4G1Wg': 6 (0.0%) + 'http://myitthings.com/Yuli/Post/fashion/It-Thing/S...': 4 (0.0%) + 'http://links.org.au/node/1077': 4 (0.0%) + 'http://www.america001.com/category/california/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 383,969/383,969 (100.0%) +Types: str:354,141, NoneType:29,828 +Null/Empty: null:29,828 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 328,707 (92.8%) + 'promo_specified': 12,958 (3.7%) + 'promo_adult_nsfw': 8,839 (2.5%) + 'promo_adult': 1,757 (0.5%) + 'no_ads': 1,234 (0.3%) + 'promo_all': 634 (0.2%) + 'house_only': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 314,249/383,969 (81.8%) +Types: list:314,249 +Null/Empty: empty_arr:311,973 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 314,249/383,969 (81.8%) +Types: str:314,249 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 311,973 (99.3%) + 'richtext': 2,276 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 302,328/383,969 (78.7%) +Types: NoneType:302,104, int:224 +Null/Empty: null:302,104 +Numeric values: 224 total +Numeric range: min:19, max:140, avg:105.0 +Numeric std dev: 31.3 +Unique numbers tracked: 46 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 302,328/383,969 (78.7%) +Types: NoneType:302,104, int:224 +Null/Empty: null:302,104 +Numeric values: 224 total +Numeric range: min:40, max:140, avg:131.6 +Numeric std dev: 23.2 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 198 (88.4%) + 70: 24 (10.7%) + 45: 1 (0.4%) + 40: 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:1 (0.0%), false:5,365 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:0 (0.0%), false:5,366 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:0 (0.0%), false:5,366 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,366/383,969 (1.4%) +Types: bool:5,366 +Booleans: true:0 (0.0%), false:5,366 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,400/383,969 (0.4%) +Types: bool:1,400 +Booleans: true:1,400 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 205/383,969 (0.1%) +Types: str:205 +String length avg: 4.6 +Unique strings tracked: 3 +String values distribution: + 'link': 174 (84.9%) + 'rich:video': 17 (8.3%) + 'image': 14 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 205/383,969 (0.1%) +Types: dict:205 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 79/383,969 (0.0%) +Types: str:71, NoneType:8 +Null/Empty: null:8 +String length avg: 7.6 +Unique strings tracked: 3 +String values distribution: + 't2_1ed7b': 43 (60.6%) + 't2_1wh0': 25 (35.2%) + 't2_3gycq': 3 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 79/383,969 (0.0%) +Types: list:79 +Null/Empty: empty_arr:79 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 79/383,969 (0.0%) +Types: list:79 +Null/Empty: empty_arr:79 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 79/383,969 (0.0%) +Types: str:79 +String length avg: 87.3 +Unique strings tracked: 77 +Top 5 string values: + 'http://www.amazon.com/gp/product/B00004SVS5?ie=UTF...': 2 (2.5%) + 'http://www.srcinc.com/careers/isec.aspx?ad=rhl70?f...': 2 (2.5%) + 'http://ad.doubleclick.net/click;h=v2|3AF6|0|0|%2a|...': 1 (1.3%) + 'http://www.hp.com/united-states/campaigns/mediasma...': 1 (1.3%) + 'http://store.xkcd.com/reddit/#8bitredditalientee': 1 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 79/383,969 (0.0%) +Types: bool:79 +Booleans: true:0 (0.0%), false:79 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 79/383,969 (0.0%) +Types: str:79 +Null/Empty: empty_str:79 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 79/383,969 (0.0%) +Types: dict:79 +Null/Empty: empty_obj:71 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 79/383,969 (0.0%) +Types: bool:79 +Booleans: true:71 (89.9%), false:8 (10.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 79/383,969 (0.0%) +Types: int:79 +Numeric values: 79 total +Numeric range: min:88,740, max:5,829,866, avg:1608270.3 +Numeric std dev: 1367299.5 +Unique numbers tracked: 4 +Numeric values distribution: + 2,349,911: 45 (57.0%) + 88,740: 30 (38.0%) + 5,829,866: 3 (3.8%) + 1,155,561: 1 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 79/383,969 (0.0%) +Types: list:79 +Null/Empty: empty_arr:79 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 79/383,969 (0.0%) +Types: NoneType:79 +Null/Empty: null:79 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 4/383,969 (0.0%) +Types: str:4 +Null/Empty: empty_str:4 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/383,969 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '7e7097c8-87ee-11e3-86f5-22000a0b8292': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-07.jsonl +Analysis Time: 2026-01-15 06:16:56 +================================================================================ +Total lines: 427,135 +Processed lines: 427,135 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:427,072 (100.0%), false:63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 394 (0.1%) + 'shotbrave': 16 (0.0%) + 'revoman': 12 (0.0%) + 'Efrenqpl': 11 (0.0%) + 'eric2009': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:350,196, str:76,939 +Null/Empty: null:350,196, empty_str:76,939 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:424,553, str:2,582 +Null/Empty: null:424,553, empty_str:445 +String length avg: 8.0 +Unique strings tracked: 371 +Top 5 string values: + 'fsm': 131 (6.1%) + 'no-knight': 106 (5.0%) + 'lastfm': 89 (4.2%) + 'ON': 59 (2.8%) + 'english': 53 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:424,447, str:2,688 +Null/Empty: null:424,447, empty_str:157 +String length avg: 14.2 +Unique strings tracked: 516 +Top 5 string values: + 'Atheist': 177 (7.0%) + 'Libertarian': 63 (2.5%) + 'Ontario': 59 (2.3%) + 'Art, Music, Writing': 51 (2.0%) + 'Yorkshire ': 51 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:350,196, str:76,939 +Null/Empty: null:350,196 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 76,939 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:370,952 (86.8%), false:56,183 (13.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:350,268 (82.0%), false:76,867 (18.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:1,246,406,400, max:1,249,084,799, avg:1247773803.9 +Numeric std dev: 778440.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,045, str:90 +Null/Empty: null:427,045 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 89 (98.9%) + 'admin': 1 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 59 (0.0%) + 'self.AskReddit': 43 (0.0%) + 'self.reddit.com': 37 (0.0%) + 'examiner.com': 33 (0.0%) + 'picable.com': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 427,135/427,135 (100.0%) +Types: bool:423,728, float:3,407 +Booleans: true:0 (0.0%), false:423,728 (100.0%) +Numeric values: 3,407 total +Numeric range: min:1,246,410,013.0, max:1,491,652,205.0, avg:1248971706.9 +Numeric std dev: 15273923.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:0, max:5, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 427,134 (100.0%) + 5: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:27 (0.0%), false:427,108 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8x4rr': 1 (0.0%) + '8x4rs': 1 (0.0%) + '8x4rt': 1 (0.0%) + '8x4ru': 1 (0.0%) + '8x4rv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:195,659 (45.8%), false:231,476 (54.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:31,586 (7.4%), false:395,549 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,106, str:29 +Null/Empty: null:427,106, empty_str:1 +String length avg: 6.8 +Unique strings tracked: 17 +Top 5 string values: + 'tips': 4 (14.3%) + 'other': 4 (14.3%) + 'dead-link': 3 (10.7%) + 'seventeen': 2 (7.1%) + 'discussion': 2 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 427,135/427,135 (100.0%) +Types: list:427,135 +Null/Empty: empty_arr:427,103 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,102, str:33 +Null/Empty: null:427,102, empty_str:1 +String length avg: 9.8 +Unique strings tracked: 22 +Top 5 string values: + 'Apt Tips': 4 (12.5%) + 'Other': 4 (12.5%) + 'He's Dead Jim!': 3 (9.4%) + 'Mathematics': 2 (6.2%) + 'Discussion': 2 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 427,103 (100.0%) + 'richtext': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:1 (0.0%), false:427,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,103, dict:32 +Null/Empty: null:427,103 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 427,135/427,135 (100.0%) +Types: dict:427,135 +Null/Empty: empty_obj:427,103 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:345,985 (81.0%), false:81,150 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:0, max:2,550, avg:3.2 +Numeric std dev: 26.0 +Unique numbers tracked: 639 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:9,833 (2.3%), false:417,302 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 427,135/427,135 (100.0%) +Types: str:397,748, NoneType:29,387 +Null/Empty: null:29,387 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 370,952 (93.3%) + 'promo_specified': 14,354 (3.6%) + 'promo_adult_nsfw': 8,354 (2.1%) + 'promo_adult': 2,030 (0.5%) + 'no_ads': 1,229 (0.3%) + 'promo_all': 816 (0.2%) + 'house_only': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/cannabis/comments/8x4rr/this_is_your_war_on_dru...': 1 (0.0%) + '/r/reddit.com/comments/8x4rs/aspire_chemical_free_...': 1 (0.0%) + '/r/nsfw/comments/8x4rt/i_dont_think_this_one_even_...': 1 (0.0%) + '/r/Zionist/comments/8x4ru/defying_hezbollah_lebano...': 1 (0.0%) + '/r/pics/comments/8x4rv/trouble_choosing_a_religion...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:1,522,804,618, max:1,522,811,258, avg:1522807943.8 +Numeric std dev: 1917.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 427,135/427,135 (100.0%) +Types: int:427,135 +Numeric values: 427,135 total +Numeric range: min:0, max:21,864, avg:5.6 +Numeric std dev: 61.3 +Unique numbers tracked: 946 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:427,103, dict:32 +Null/Empty: null:427,103 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 427,135/427,135 (100.0%) +Types: dict:427,135 +Null/Empty: empty_obj:427,103 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +Null/Empty: empty_str:354,399 +String length avg: 86.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 3,987 (5.5%) + '[removed]': 182 (0.3%) + '..& he's actually involved in a sly business m...': 2 (0.0%) + 'See how busy professionals can optimize productivi...': 2 (0.0%) + 'Sothink HD Movie Maker is a welcomed Blu-ray disc ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:427,135 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:1 (0.0%), false:427,134 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 427,135/427,135 (100.0%) +Types: bool:427,135 +Booleans: true:0 (0.0%), false:427,135 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 24,541 (5.7%) + 'pics': 2,392 (0.6%) + 'politics': 2,136 (0.5%) + 'WTF': 1,442 (0.3%) + 'funny': 1,432 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 24,541 (5.7%) + 't5_2qh0u': 2,392 (0.6%) + 't5_2cneq': 2,136 (0.5%) + 't5_2qh61': 1,442 (0.3%) + 't5_2qh33': 1,432 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 24,541 (5.7%) + 'r/pics': 2,392 (0.6%) + 'r/politics': 2,136 (0.5%) + 'r/WTF': 1,442 (0.3%) + 'r/funny': 1,432 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 224,284 (52.5%) + 'archived': 200,349 (46.9%) + 'restricted': 2,502 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 427,135/427,135 (100.0%) +Types: NoneType:418,697, str:8,438 +Null/Empty: null:418,697 +String length avg: 9.4 +Unique strings tracked: 4 +String values distribution: + 'confidence': 7,747 (91.8%) + 'new': 359 (4.3%) + 'top': 326 (3.9%) + 'old': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +Null/Empty: empty_str:123,797 +String length avg: 6.9 +Unique strings tracked: 268 +Top 5 string values: + 'default': 288,013 (94.9%) + 'self': 15,056 (5.0%) + 'https://b.thumbs.redditmedia.com/_6IhObSX2lCwVMYH3...': 2 (0.0%) + 'https://a.thumbs.redditmedia.com/9ciFgt0HwsOGpAgs0...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/STh4JvjpiFJgsJPqG...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 56.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Be Careful of Sharp Objects (NSFW)': 9 (0.0%) + 'fandomsecrets: [ SECRET POST #907 ]': 3 (0.0%) + '"it's a mobile +Petri dish moving across our highwa...': 3 (0.0%) + 'Obama advised Uribe against running for a third co...': 3 (0.0%) + 'Are California's Municipal Bonds Still Safe To Buy...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 427,135/427,135 (100.0%) +Types: str:427,135 +String length avg: 71.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://funandfrolicks.wordpress.com/2009/06/30/be-...': 9 (0.0%) + 'http://www.worldnetdaily.com/index.php?fa=PAGE.vie...': 3 (0.0%) + 'http://techgeist.net/2009/06/making-them-maccies/': 3 (0.0%) + 'http://creatingorwellianworld-view-alaphiah.blogsp...': 3 (0.0%) + 'http://www.as-coa.org/article.php?id=1729': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 427,135/427,135 (100.0%) +Types: str:397,748, NoneType:29,387 +Null/Empty: null:29,387 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 370,052 (93.0%) + 'promo_specified': 14,354 (3.6%) + 'promo_adult_nsfw': 9,285 (2.3%) + 'promo_adult': 2,000 (0.5%) + 'no_ads': 1,229 (0.3%) + 'promo_all': 815 (0.2%) + 'house_only': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 350,268/427,135 (82.0%) +Types: list:350,268 +Null/Empty: empty_arr:347,737 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 350,268/427,135 (82.0%) +Types: str:350,268 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 347,737 (99.3%) + 'richtext': 2,531 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 303,338/427,135 (71.0%) +Types: NoneType:303,050, int:288 +Null/Empty: null:303,050 +Numeric values: 288 total +Numeric range: min:27, max:140, avg:106.3 +Numeric std dev: 29.3 +Unique numbers tracked: 54 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 303,338/427,135 (71.0%) +Types: NoneType:303,050, int:288 +Null/Empty: null:303,050 +Numeric values: 288 total +Numeric range: min:32, max:140, avg:131.2 +Numeric std dev: 24.4 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 254 (88.2%) + 70: 28 (9.7%) + 40: 2 (0.7%) + 50: 1 (0.3%) + 35: 1 (0.3%) + 67: 1 (0.3%) + 32: 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:2 (0.0%), false:5,872 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:0 (0.0%), false:5,874 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:0 (0.0%), false:5,874 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,874/427,135 (1.4%) +Types: bool:5,874 +Booleans: true:0 (0.0%), false:5,874 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,405/427,135 (0.3%) +Types: bool:1,405 +Booleans: true:1,405 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 270/427,135 (0.1%) +Types: str:270 +String length avg: 4.7 +Unique strings tracked: 4 +String values distribution: + 'link': 210 (77.8%) + 'image': 31 (11.5%) + 'rich:video': 28 (10.4%) + 'self': 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 270/427,135 (0.1%) +Types: dict:270 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 66/427,135 (0.0%) +Types: str:63, NoneType:3 +Null/Empty: null:3 +String length avg: 7.9 +Unique strings tracked: 3 +String values distribution: + 't2_1ed7b': 57 (90.5%) + 't2_1wh0': 5 (7.9%) + 't2_ormx': 1 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 66/427,135 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 66/427,135 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 66/427,135 (0.0%) +Types: str:66 +String length avg: 95.3 +Unique strings tracked: 65 +Top 5 string values: + 'http://wanfest.newegg.ca/?cm_mmc=Reddit-_-CAWanfes...': 2 (3.0%) + 'http://www.lge.com/us/tv-audio-video/video/LG-blu-...': 1 (1.5%) + 'http://ad.doubleclick.net/clk;216027063;38469581;k...': 1 (1.5%) + 'http://www.amazon.com/gp/product/B000MMMT9G?ie=UTF...': 1 (1.5%) + 'http://blog.reddit.com/search/label/interviews': 1 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 66/427,135 (0.0%) +Types: bool:66 +Booleans: true:0 (0.0%), false:66 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 66/427,135 (0.0%) +Types: str:66 +Null/Empty: empty_str:66 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 66/427,135 (0.0%) +Types: dict:66 +Null/Empty: empty_obj:63 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 66/427,135 (0.0%) +Types: bool:66 +Booleans: true:63 (95.5%), false:3 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 66/427,135 (0.0%) +Types: int:66 +Numeric values: 66 total +Numeric range: min:88,740, max:2,349,911, avg:2106225.3 +Numeric std dev: 643747.3 +Unique numbers tracked: 3 +Numeric values distribution: + 2,349,911: 57 (86.4%) + 88,740: 5 (7.6%) + 1,155,561: 4 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 66/427,135 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 66/427,135 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2/427,135 (0.0%) +Types: str:2 +Null/Empty: empty_str:2 + +================================================================================ + +================================================================================ +FILE: RS_2009-08.jsonl +Analysis Time: 2026-01-15 06:17:27 +================================================================================ +Total lines: 435,860 +Processed lines: 435,860 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:435,797 (100.0%), false:63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 342 (0.1%) + 'novosti': 31 (0.0%) + 'jalam1001': 19 (0.0%) + 'punkxxx': 11 (0.0%) + 'lajaymzblogger': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:351,266, str:84,594 +Null/Empty: null:351,266, empty_str:84,594 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:432,917, str:2,943 +Null/Empty: null:432,917, empty_str:480 +String length avg: 9.0 +Unique strings tracked: 418 +Top 5 string values: + 'no-knight': 161 (6.5%) + 'lastfm': 89 (3.6%) + 'tula': 81 (3.3%) + 's1 2 team-2 country-eng': 66 (2.7%) + 'default': 50 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:432,854, str:3,006 +Null/Empty: null:432,854, empty_str:175 +String length avg: 14.5 +Unique strings tracked: 582 +Top 5 string values: + 'Atheist': 88 (3.1%) + 'Община': 81 (2.9%) + 'Manchester United': 66 (2.3%) + 'stop Ⓥoting, stⒶrt building': 57 (2.0%) + 'Anti-Theist': 48 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:351,266, str:84,594 +Null/Empty: null:351,266 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 84,594 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:375,871 (86.2%), false:59,989 (13.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:351,367 (80.6%), false:84,493 (19.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:1,249,084,800, max:1,251,763,169, avg:1250448524.4 +Numeric std dev: 761844.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,581, str:279 +Null/Empty: null:435,581 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 276 (98.9%) + 'admin': 3 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 101 (0.0%) + 'self.AskReddit': 49 (0.0%) + 'examiner.com': 36 (0.0%) + 'self.reddit.com': 32 (0.0%) + 'imgur.com': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 435,860/435,860 (100.0%) +Types: bool:429,902, float:5,958 +Booleans: true:0 (0.0%), false:429,902 (100.0%) +Numeric values: 5,958 total +Numeric range: min:1,249,088,530.0, max:1,518,631,917.0, avg:1251534774.9 +Numeric std dev: 14527086.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 435,858 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:22 (0.0%), false:435,838 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '96hmd': 1 (0.0%) + '96hme': 1 (0.0%) + '96hmf': 1 (0.0%) + '96hmg': 1 (0.0%) + '96hmh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:133,147 (30.5%), false:302,713 (69.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:40,888 (9.4%), false:394,972 (90.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,823, str:37 +Null/Empty: null:435,823, empty_str:11 +String length avg: 7.3 +Unique strings tracked: 14 +Top 5 string values: + 'snoo': 6 (23.1%) + 'solvedcase': 3 (11.5%) + 'dead-link': 3 (11.5%) + 'nonwhitelistedchannel': 2 (7.7%) + 'nine': 2 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 435,860/435,860 (100.0%) +Types: list:435,860 +Null/Empty: empty_arr:435,817 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,817, str:43 +Null/Empty: null:435,817 +String length avg: 10.4 +Unique strings tracked: 19 +Top 5 string values: + 'Legacy /r/MSS': 11 (25.6%) + 'snoo': 6 (14.0%) + 'Solved': 3 (7.0%) + 'He's Dead Jim!': 3 (7.0%) + 'Non-whitelisted Youtube Channel': 2 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 435,817 (100.0%) + 'richtext': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:4 (0.0%), false:435,856 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,836, dict:24 +Null/Empty: null:435,836 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 435,860/435,860 (100.0%) +Types: dict:435,860 +Null/Empty: empty_obj:435,836 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:353,514 (81.1%), false:82,346 (18.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:4,798, avg:3.7 +Numeric std dev: 29.6 +Unique numbers tracked: 692 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 435,855 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:9,765 (2.2%), false:426,095 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 435,860/435,860 (100.0%) +Types: str:403,358, NoneType:32,502 +Null/Empty: null:32,502 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 375,871 (93.2%) + 'promo_specified': 14,411 (3.6%) + 'promo_adult_nsfw': 7,853 (1.9%) + 'promo_adult': 2,932 (0.7%) + 'no_ads': 1,376 (0.3%) + 'promo_all': 891 (0.2%) + 'house_only': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/96hmd/fcc_looking_into_att_...': 1 (0.0%) + '/r/reddit.com/comments/96hme/country_people_v_hick...': 1 (0.0%) + '/r/reddit.com/comments/96hmf/i_see_your_wolf_shirt...': 1 (0.0%) + '/r/reddit.com/comments/96hmg/menurunkan_berat_bada...': 1 (0.0%) + '/r/reddit.com/comments/96hmh/sickest_buddha_rofl_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:1,522,811,258, max:1,522,818,030, avg:1522814623.8 +Numeric std dev: 1949.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 435,860/435,860 (100.0%) +Types: int:435,860 +Numeric values: 435,860 total +Numeric range: min:0, max:12,966, avg:6.5 +Numeric std dev: 64.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:435,836, dict:24 +Null/Empty: null:435,836 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 435,860/435,860 (100.0%) +Types: dict:435,860 +Null/Empty: empty_obj:435,836 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +Null/Empty: empty_str:351,052 +String length avg: 115.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 4,299 (5.1%) + '[removed]': 867 (1.0%) + 'Is it possible?': 3 (0.0%) + 'Information from the Icelandic bank Kaupthing has ...': 3 (0.0%) + '**New subreddit announcement - /r/InThisThread** + +...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:435,859 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:3 (0.0%), false:435,857 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 435,860/435,860 (100.0%) +Types: bool:435,860 +Booleans: true:0 (0.0%), false:435,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 17,674 (4.1%) + 'pics': 1,783 (0.4%) + 'politics': 1,586 (0.4%) + 'funny': 1,089 (0.2%) + 'technology': 962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 17,674 (4.1%) + 't5_2qh0u': 1,783 (0.4%) + 't5_2cneq': 1,586 (0.4%) + 't5_2qh33': 1,089 (0.2%) + 't5_2qh16': 962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 17,674 (4.1%) + 'r/pics': 1,783 (0.4%) + 'r/politics': 1,586 (0.4%) + 'r/funny': 1,089 (0.2%) + 'r/technology': 962 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 233,832 (53.6%) + 'archived': 198,977 (45.7%) + 'restricted': 3,051 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 435,860/435,860 (100.0%) +Types: NoneType:427,088, str:8,772 +Null/Empty: null:427,088 +String length avg: 9.4 +Unique strings tracked: 4 +String values distribution: + 'confidence': 8,048 (91.7%) + 'top': 450 (5.1%) + 'new': 270 (3.1%) + 'old': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +Null/Empty: empty_str:89,045 +String length avg: 6.9 +Unique strings tracked: 206 +Top 5 string values: + 'default': 327,620 (94.5%) + 'self': 18,986 (5.5%) + 'https://b.thumbs.redditmedia.com/is90L6pCzoWt62oDP...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/L2FasslM6BcQVPLnA...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/MkiUGCyGKoGCtoI1u...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 58.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'US file-sharer gets $700,000 fine': 3 (0.0%) + 'Quickest method to put on a condom, MUST SEE': 3 (0.0%) + 'Scientist shortage? Maybe not - USATODAY.com': 3 (0.0%) + 'I see your wolf shirt, and raise you an elephant, ...': 2 (0.0%) + 'Soccer girl gets DRILLED in the face [video]': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 435,860/435,860 (100.0%) +Types: str:435,860 +String length avg: 71.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://news.bbc.co.uk/2/hi/technology/8177285.stm': 4 (0.0%) + 'http://www.amazon.com/gp/product/B000K36YAC?ie=UTF...': 3 (0.0%) + 'http://www.youtube.com/watch?v=MA6UvIhqc_o': 3 (0.0%) + 'http://online.wsj.com/article/SB124908121794098073...': 3 (0.0%) + 'http://clickandporn.com/videos/11482/quickest-meth...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 435,860/435,860 (100.0%) +Types: str:403,358, NoneType:32,502 +Null/Empty: null:32,502 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 374,851 (92.9%) + 'promo_specified': 14,411 (3.6%) + 'promo_adult_nsfw': 8,919 (2.2%) + 'promo_adult': 2,893 (0.7%) + 'no_ads': 1,376 (0.3%) + 'promo_all': 884 (0.2%) + 'house_only': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 351,367/435,860 (80.6%) +Types: list:351,367 +Null/Empty: empty_arr:348,536 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 351,367/435,860 (80.6%) +Types: str:351,367 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 348,536 (99.2%) + 'richtext': 2,831 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 346,815/435,860 (79.6%) +Types: NoneType:346,588, int:227 +Null/Empty: null:346,588 +Numeric values: 227 total +Numeric range: min:19, max:140, avg:105.0 +Numeric std dev: 30.3 +Unique numbers tracked: 56 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 346,815/435,860 (79.6%) +Types: NoneType:346,588, int:227 +Null/Empty: null:346,588 +Numeric values: 227 total +Numeric range: min:35, max:140, avg:134.4 +Numeric std dev: 19.8 +Unique numbers tracked: 6 +Numeric values distribution: + 140: 210 (92.5%) + 70: 13 (5.7%) + 69: 1 (0.4%) + 50: 1 (0.4%) + 47: 1 (0.4%) + 35: 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:1 (0.0%), false:5,433 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:0 (0.0%), false:5,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:0 (0.0%), false:5,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,434/435,860 (1.2%) +Types: bool:5,434 +Booleans: true:0 (0.0%), false:5,434 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,234/435,860 (0.3%) +Types: bool:1,234 +Booleans: true:1,234 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 210/435,860 (0.0%) +Types: str:210 +String length avg: 4.6 +Unique strings tracked: 4 +String values distribution: + 'link': 162 (77.1%) + 'image': 32 (15.2%) + 'rich:video': 14 (6.7%) + 'self': 2 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 210/435,860 (0.0%) +Types: dict:210 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 63/435,860 (0.0%) +Types: str:61, NoneType:2 +Null/Empty: null:2 +String length avg: 8.0 +Unique strings tracked: 3 +String values distribution: + 't2_1ed7b': 58 (95.1%) + 't2_1wh0': 2 (3.3%) + 't2_ormx': 1 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 63/435,860 (0.0%) +Types: list:63 +Null/Empty: empty_arr:63 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 63/435,860 (0.0%) +Types: list:63 +Null/Empty: empty_arr:63 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 63/435,860 (0.0%) +Types: str:63 +String length avg: 78.6 +Unique strings tracked: 57 +Top 5 string values: + 'http://store.xkcd.com/reddit': 3 (4.8%) + 'http://www.amazon.com/gp/feature.html?ie=UTF8&...': 2 (3.2%) + 'http://www.lge.com/us/tv-audio-video/video/LG-blu-...': 2 (3.2%) + 'http://www.hostrocket.com/?4': 2 (3.2%) + 'http://www.gamefly.com/promo': 2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 63/435,860 (0.0%) +Types: bool:63 +Booleans: true:0 (0.0%), false:63 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 63/435,860 (0.0%) +Types: str:63 +Null/Empty: empty_str:63 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 63/435,860 (0.0%) +Types: dict:63 +Null/Empty: empty_obj:63 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 63/435,860 (0.0%) +Types: bool:63 +Booleans: true:63 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 63/435,860 (0.0%) +Types: int:39, NoneType:24 +Null/Empty: null:24 +Numeric values: 39 total +Numeric range: min:88,740, max:2,349,911, avg:2203329.2 +Numeric std dev: 526583.0 +Unique numbers tracked: 3 +Numeric values distribution: + 2,349,911: 36 (92.3%) + 88,740: 2 (5.1%) + 1,155,561: 1 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 63/435,860 (0.0%) +Types: list:63 +Null/Empty: empty_arr:63 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 63/435,860 (0.0%) +Types: NoneType:63 +Null/Empty: null:63 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 9/435,860 (0.0%) +Types: str:9 +Null/Empty: empty_str:9 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 6/435,860 (0.0%) +Types: str:6 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 6 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-09.jsonl +Analysis Time: 2026-01-15 06:18:00 +================================================================================ +Total lines: 443,037 +Processed lines: 443,037 +Total unique fields: 86 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:442,997 (100.0%), false:40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 373 (0.1%) + 'dheeruyadav': 37 (0.0%) + 'obamajoker': 20 (0.0%) + 'mash5': 18 (0.0%) + 'lovey0': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:355,746, str:87,291 +Null/Empty: null:355,746, empty_str:87,291 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:439,505, str:3,532 +Null/Empty: null:439,505, empty_str:504 +String length avg: 9.2 +Unique strings tracked: 488 +Top 5 string values: + 'no-knight': 112 (3.7%) + 'fsm': 74 (2.4%) + 'cnty-england': 71 (2.3%) + 'ross-brawn': 71 (2.3%) + 'tula': 69 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:439,482, str:3,555 +Null/Empty: null:439,482, empty_str:231 +String length avg: 13.6 +Unique strings tracked: 698 +Top 5 string values: + 'Atheist': 110 (3.3%) + 'His Royal Majesty Ross Brawn': 71 (2.1%) + 'Kent': 70 (2.1%) + 'Община': 69 (2.1%) + 'England': 53 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:355,746, str:87,291 +Null/Empty: null:355,746 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 87,291 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:380,593 (85.9%), false:62,444 (14.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:355,957 (80.3%), false:87,080 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:1,251,763,200, max:1,254,355,194, avg:1253046220.4 +Numeric std dev: 754147.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,847, str:190 +Null/Empty: null:442,847 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 187 (98.4%) + 'admin': 3 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 82 (0.0%) + 'self.AskReddit': 49 (0.0%) + 'self.reddit.com': 45 (0.0%) + 'froggertv.com': 36 (0.0%) + 'imgur.com': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 443,037/443,037 (100.0%) +Types: bool:435,647, float:7,390 +Booleans: true:0 (0.0%), false:435,647 (100.0%) +Numeric values: 7,390 total +Numeric range: min:1,251,766,868.0, max:1,521,756,449.0, avg:1254177768.1 +Numeric std dev: 14455008.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:12 (0.0%), false:443,025 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9fhn2': 1 (0.0%) + '9fpg6': 1 (0.0%) + '9fy15': 1 (0.0%) + '9g0rh': 1 (0.0%) + '9g0wi': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:116,049 (26.2%), false:326,988 (73.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:49,906 (11.3%), false:393,131 (88.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,989, str:48 +Null/Empty: null:442,989, empty_str:13 +String length avg: 8.0 +Unique strings tracked: 19 +Top 5 string values: + 'dead-link': 13 (37.1%) + 'official': 4 (11.4%) + 'solvedcase': 2 (5.7%) + 'twenty': 1 (2.9%) + 'nonwhitelistedchannel': 1 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 443,037/443,037 (100.0%) +Types: list:443,037 +Null/Empty: empty_arr:442,984 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,983, str:54 +Null/Empty: null:442,983, empty_str:1 +String length avg: 12.1 +Unique strings tracked: 27 +Top 5 string values: + 'He's Dead Jim!': 13 (24.5%) + 'Legacy /r/MSS': 8 (15.1%) + 'Official Source': 4 (7.5%) + 'Video': 3 (5.7%) + '[askreddit]': 2 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 442,984 (100.0%) + 'richtext': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:5 (0.0%), false:443,032 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,992, dict:45 +Null/Empty: null:442,992 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 443,037/443,037 (100.0%) +Types: dict:443,037 +Null/Empty: empty_obj:442,992 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:366,377 (82.7%), false:76,660 (17.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:0, max:2,555, avg:4.1 +Numeric std dev: 30.6 +Unique numbers tracked: 735 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 443,036 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:9,600 (2.2%), false:433,437 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 443,037/443,037 (100.0%) +Types: str:411,489, NoneType:31,548 +Null/Empty: null:31,548 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 380,593 (92.5%) + 'promo_specified': 16,710 (4.1%) + 'promo_adult_nsfw': 8,144 (2.0%) + 'promo_adult': 3,684 (0.9%) + 'no_ads': 1,514 (0.4%) + 'promo_all': 806 (0.2%) + 'house_only': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/9fhn2/violent_groundacquisition_games_su...': 1 (0.0%) + '/comments/9fpg6/time_to_draw_a_bath_get_out_your_m...': 1 (0.0%) + '/comments/9fy15/sony_releases_the_newest_member_of...': 1 (0.0%) + '/comments/9g0rh/reddit_recommended_dropbox_file_sy...': 1 (0.0%) + '/r/reddit.com/comments/9g0wi/best_mobile_software_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:1,522,817,647, max:1,522,824,865, avg:1522821447.1 +Numeric std dev: 1974.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 443,037/443,037 (100.0%) +Types: int:443,037 +Numeric values: 443,037 total +Numeric range: min:0, max:6,688, avg:6.1 +Numeric std dev: 55.3 +Unique numbers tracked: 984 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:442,992, dict:45 +Null/Empty: null:442,992 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 443,037/443,037 (100.0%) +Types: dict:443,037 +Null/Empty: empty_obj:442,992 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +Null/Empty: empty_str:350,616 +String length avg: 123.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 3,797 (4.1%) + '[removed]': 970 (1.0%) + 'Brian May has been hailed as one of the world's mo...': 2 (0.0%) + 'Without a fun outgoing bouncer, I'm going to think...': 2 (0.0%) + 'So I just tried this Spice Gold Spirit and it feel...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:443,037 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:28 (0.0%), false:443,009 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 443,037/443,037 (100.0%) +Types: bool:443,037 +Booleans: true:0 (0.0%), false:443,037 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 18,030 (4.1%) + 'politics': 1,788 (0.4%) + 'pics': 1,645 (0.4%) + 'WTF': 1,079 (0.2%) + 'funny': 1,001 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 18,030 (4.1%) + 't5_2cneq': 1,788 (0.4%) + 't5_2qh0u': 1,645 (0.4%) + 't5_2qh61': 1,079 (0.2%) + 't5_2qh33': 1,001 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 18,030 (4.1%) + 'r/politics': 1,788 (0.4%) + 'r/pics': 1,645 (0.4%) + 'r/WTF': 1,079 (0.2%) + 'r/funny': 1,001 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 237,419 (53.6%) + 'archived': 202,792 (45.8%) + 'restricted': 2,826 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 443,037/443,037 (100.0%) +Types: NoneType:434,303, str:8,734 +Null/Empty: null:434,303 +String length avg: 9.4 +Unique strings tracked: 3 +String values distribution: + 'confidence': 8,028 (91.9%) + 'top': 381 (4.4%) + 'new': 325 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +Null/Empty: empty_str:72,249 +String length avg: 6.9 +Unique strings tracked: 258 +Top 5 string values: + 'default': 347,903 (93.8%) + 'self': 22,627 (6.1%) + 'https://a.thumbs.redditmedia.com/ddpzR8denG23WaUo-...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/sAJ-9svvxCYi5u7gZ...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/sI2qn0bRhY-ZvbUjT...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 59.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bananas and Ice Cream (real sex diary)': 4 (0.0%) + '"DRUG CRAZY: How We Got Into this Mess and How We ...': 3 (0.0%) + '"For some still mysterious reason, a chemical in t...': 3 (0.0%) + 'Poll: Democrats' Hard Left Agenda Is Driving Away ...': 2 (0.0%) + 'Travis Barker Cancels Concert': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 443,037/443,037 (100.0%) +Types: str:443,037 +String length avg: 71.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://privatesexblog.wordpress.com/2009/08/31/ban...': 4 (0.0%) + 'http://libertary.com/read-book/41': 3 (0.0%) + 'http://andrewsullivan.theatlantic.com/the_daily_di...': 3 (0.0%) + 'http://www.usnews.com/blogs/peter-roff/2009/08/31/...': 2 (0.0%) + 'http://www.amazon.com/JL421-Badonkadonk-Land-Cruis...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 443,037/443,037 (100.0%) +Types: str:411,489, NoneType:31,548 +Null/Empty: null:31,548 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 379,606 (92.3%) + 'promo_specified': 16,710 (4.1%) + 'promo_adult_nsfw': 9,165 (2.2%) + 'promo_adult': 3,655 (0.9%) + 'no_ads': 1,514 (0.4%) + 'promo_all': 801 (0.2%) + 'house_only': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 370,788/443,037 (83.7%) +Types: NoneType:370,481, int:307 +Null/Empty: null:370,481 +Numeric values: 307 total +Numeric range: min:8, max:140, avg:103.5 +Numeric std dev: 30.5 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 370,788/443,037 (83.7%) +Types: NoneType:370,481, int:307 +Null/Empty: null:370,481 +Numeric values: 307 total +Numeric range: min:50, max:140, avg:132.8 +Numeric std dev: 21.6 +Unique numbers tracked: 4 +Numeric values distribution: + 140: 276 (89.9%) + 70: 28 (9.1%) + 50: 2 (0.7%) + 62: 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 355,957/443,037 (80.3%) +Types: list:355,957 +Null/Empty: empty_arr:352,633 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 355,957/443,037 (80.3%) +Types: str:355,957 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 352,633 (99.1%) + 'richtext': 3,324 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:1 (0.0%), false:5,212 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:0 (0.0%), false:5,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:0 (0.0%), false:5,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,213/443,037 (1.2%) +Types: bool:5,213 +Booleans: true:0 (0.0%), false:5,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,074/443,037 (0.2%) +Types: bool:1,074 +Booleans: true:1,074 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 262/443,037 (0.1%) +Types: str:262 +String length avg: 4.9 +Unique strings tracked: 4 +String values distribution: + 'link': 181 (69.1%) + 'image': 47 (17.9%) + 'rich:video': 30 (11.5%) + 'self': 4 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 262/443,037 (0.1%) +Types: dict:262 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 40/443,037 (0.0%) +Types: str:34, NoneType:6 +Null/Empty: null:6 +String length avg: 7.9 +Unique strings tracked: 2 +String values distribution: + 't2_1ed7b': 30 (88.2%) + 't2_1wh0': 4 (11.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 40/443,037 (0.0%) +Types: list:40 +Null/Empty: empty_arr:40 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 40/443,037 (0.0%) +Types: list:40 +Null/Empty: empty_arr:40 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 40/443,037 (0.0%) +Types: str:40 +String length avg: 79.3 +Unique strings tracked: 30 +Top 5 string values: + 'http://www.gamefly.com/promo': 5 (12.5%) + 'http://www.flowbee.com/': 4 (10.0%) + 'http://blog.reddit.com/2009/09/help-reddit-hack-wo...': 2 (5.0%) + 'http://www.lge.com/us/tv-audio-video/home-theater-...': 2 (5.0%) + 'http://www.amazon.com/Connected-Surprising-Power-S...': 2 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 40/443,037 (0.0%) +Types: bool:40 +Booleans: true:0 (0.0%), false:40 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 40/443,037 (0.0%) +Types: str:40 +Null/Empty: empty_str:40 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 40/443,037 (0.0%) +Types: dict:40 +Null/Empty: empty_obj:40 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 40/443,037 (0.0%) +Types: bool:40 +Booleans: true:40 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 40/443,037 (0.0%) +Types: list:40 +Null/Empty: empty_arr:40 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 40/443,037 (0.0%) +Types: NoneType:40 +Null/Empty: null:40 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/443,037 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +================================================================================ + +================================================================================ +FILE: RS_2009-10.jsonl +Analysis Time: 2026-01-15 06:18:33 +================================================================================ +Total lines: 461,702 +Processed lines: 461,702 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:461,636 (100.0%), false:66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 397 (0.1%) + 'Gemma21': 32 (0.0%) + 'qazamisan': 11 (0.0%) + 'charlatan': 11 (0.0%) + 'TheHiveQueen': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:372,787, str:88,915 +Null/Empty: null:372,787, empty_str:88,915 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:457,678, str:4,024 +Null/Empty: null:457,678, empty_str:603 +String length avg: 8.9 +Unique strings tracked: 574 +Top 5 string values: + 'cnty-england': 118 (3.4%) + 'atheismftw': 113 (3.3%) + 'no-knight': 98 (2.9%) + 'default': 91 (2.7%) + 'lfm': 67 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:457,631, str:4,071 +Null/Empty: null:457,631, empty_str:295 +String length avg: 13.5 +Unique strings tracked: 791 +Top 5 string values: + 'Kent': 113 (3.0%) + 'The Giraffe': 113 (3.0%) + 'Atheist': 86 (2.3%) + 'Horror': 82 (2.2%) + 'Libertarian': 73 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:372,787, str:88,915 +Null/Empty: null:372,787 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 88,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:397,354 (86.1%), false:64,348 (13.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:373,004 (80.8%), false:88,698 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:1,254,355,200, max:1,257,033,599, avg:1255718674.8 +Numeric std dev: 766941.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,495, str:207 +Null/Empty: null:461,495 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 202 (97.6%) + 'admin': 5 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 123 (0.0%) + 'self.AskReddit': 80 (0.0%) + 'self.reddit.com': 54 (0.0%) + 'imgur.com': 35 (0.0%) + 'porncorporation.com': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 461,702/461,702 (100.0%) +Types: bool:452,546, float:9,156 +Booleans: true:0 (0.0%), false:452,546 (100.0%) +Numeric values: 9,156 total +Numeric range: min:1,254,358,824.0, max:1,521,756,448.0, avg:1256656286.0 +Numeric std dev: 14140598.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:40 (0.0%), false:461,662 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9pl81': 1 (0.0%) + '9pmv9': 1 (0.0%) + '9pmw7': 1 (0.0%) + '9poq2': 1 (0.0%) + '9poq3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:124,295 (26.9%), false:337,407 (73.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:54,384 (11.8%), false:407,318 (88.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,647, str:55 +Null/Empty: null:461,647, empty_str:7 +String length avg: 8.3 +Unique strings tracked: 27 +Top 5 string values: + 'interactive': 7 (14.6%) + 'ten': 4 (8.3%) + 'discussion': 3 (6.2%) + 'solvedcase': 3 (6.2%) + 'official': 3 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 461,702/461,702 (100.0%) +Types: list:461,702 +Null/Empty: empty_arr:461,648 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,644, str:58 +Null/Empty: null:461,644, empty_str:4 +String length avg: 9.6 +Unique strings tracked: 32 +Top 5 string values: + 'interactive': 7 (13.0%) + 'Discussion': 3 (5.6%) + 'Solved': 3 (5.6%) + 'Official Source': 3 (5.6%) + 'Legacy /r/MSS': 3 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 461,648 (100.0%) + 'richtext': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:5 (0.0%), false:461,697 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,664, dict:38 +Null/Empty: null:461,664 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 461,702/461,702 (100.0%) +Types: dict:461,702 +Null/Empty: empty_obj:461,664 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:376,071 (81.5%), false:85,631 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:0, max:5,050, avg:4.4 +Numeric std dev: 36.5 +Unique numbers tracked: 772 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 461,700 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:10,382 (2.2%), false:451,320 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 461,702/461,702 (100.0%) +Types: str:429,053, NoneType:32,649 +Null/Empty: null:32,649 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 397,354 (92.6%) + 'promo_specified': 16,369 (3.8%) + 'promo_adult_nsfw': 8,776 (2.0%) + 'promo_adult': 3,958 (0.9%) + 'no_ads': 1,499 (0.3%) + 'promo_all': 1,057 (0.2%) + 'house_only': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 66.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/9pl81/nintendo_wii_now_only_19999/': 1 (0.0%) + '/comments/9pmv9/dont_want_to_break_your_upcoming_b...': 1 (0.0%) + '/comments/9pmw7/use_the_twitter_heres_a_direct_lin...': 1 (0.0%) + '/r/ronpaul/comments/9poq2/bernanke_america_needs_a...': 1 (0.0%) + '/r/WTF/comments/9poq3/do_muslims_have_anything_aga...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:1,522,824,797, max:1,522,847,669, avg:1522834636.2 +Numeric std dev: 9460.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 461,702/461,702 (100.0%) +Types: int:461,702 +Numeric values: 461,702 total +Numeric range: min:0, max:4,704, avg:6.1 +Numeric std dev: 50.3 +Unique numbers tracked: 991 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:461,664, dict:38 +Null/Empty: null:461,664 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 461,702/461,702 (100.0%) +Types: dict:461,702 +Null/Empty: empty_obj:461,664 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +Null/Empty: empty_str:365,177 +String length avg: 137.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,619 (2.7%) + '[removed]': 952 (1.0%) + 'I used to go to a website to watch hockey games wh...': 2 (0.0%) + '**Sept. 27, 2009** + +Being at boot camp kind of suc...': 2 (0.0%) + 'Important Question: What do you eat, at what inter...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:461,701 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:21 (0.0%), false:461,681 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 461,702/461,702 (100.0%) +Types: bool:461,702 +Booleans: true:0 (0.0%), false:461,702 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 15,270 (3.3%) + 'politics': 1,475 (0.3%) + 'AskReddit': 1,055 (0.2%) + 'pics': 935 (0.2%) + 'WTF': 913 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 15,270 (3.3%) + 't5_2cneq': 1,475 (0.3%) + 't5_2qh1i': 1,055 (0.2%) + 't5_2qh0u': 935 (0.2%) + 't5_2qh61': 913 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 15,270 (3.3%) + 'r/politics': 1,475 (0.3%) + 'r/AskReddit': 1,055 (0.2%) + 'r/pics': 935 (0.2%) + 'r/WTF': 913 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 247,856 (53.7%) + 'archived': 211,446 (45.8%) + 'restricted': 2,400 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 461,702/461,702 (100.0%) +Types: NoneType:451,502, str:10,200 +Null/Empty: null:451,502 +String length avg: 9.3 +Unique strings tracked: 4 +String values distribution: + 'confidence': 9,249 (90.7%) + 'new': 540 (5.3%) + 'top': 400 (3.9%) + 'old': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +Null/Empty: empty_str:74,605 +String length avg: 6.9 +Unique strings tracked: 283 +Top 5 string values: + 'default': 361,572 (93.4%) + 'self': 25,244 (6.5%) + 'https://a.thumbs.redditmedia.com/Tzsgwo_SUUHiuwMpM...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/n9d2H034Trv7pbqQB...': 1 (0.0%) + 'https://b.thumbs.redditmedia.com/VofJQqXQ3Id7MhUoS...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 60.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Windows: The Path to Freeware Part II: Security': 5 (0.0%) + 'Review - NCIS: Los Angeles Season 1 Episode 2 +Th...': 3 (0.0%) + 'Amazon.com: don't tag our kindle with defectivebyd...': 3 (0.0%) + 'George Carlin in one of his last interviews- The A...': 3 (0.0%) + 'Numbers of Interest - Television Ratings for +Tue...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 461,702/461,702 (100.0%) +Types: str:461,702 +String length avg: 71.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.earth-org.com/blogs/2009/09/freeware-se...': 5 (0.0%) + 'http://th3tvobsessed.blogspot.com/2009/09/review-n...': 3 (0.0%) + 'http://www.usatoday.com/money/industries/banking/2...': 3 (0.0%) + 'http://imgur.com/Rn878.png': 3 (0.0%) + 'http://www.youtube.com/watch?v=H6Ma0SVjMHA&fea...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 461,702/461,702 (100.0%) +Types: str:429,053, NoneType:32,649 +Null/Empty: null:32,649 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 396,130 (92.3%) + 'promo_specified': 16,369 (3.8%) + 'promo_adult_nsfw': 10,037 (2.3%) + 'promo_adult': 3,924 (0.9%) + 'no_ads': 1,499 (0.3%) + 'promo_all': 1,054 (0.2%) + 'house_only': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 387,097/461,702 (83.8%) +Types: NoneType:386,694, int:403 +Null/Empty: null:386,694 +Numeric values: 403 total +Numeric range: min:1, max:140, avg:101.2 +Numeric std dev: 31.8 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 387,097/461,702 (83.8%) +Types: NoneType:386,694, int:403 +Null/Empty: null:386,694 +Numeric values: 403 total +Numeric range: min:1, max:140, avg:131.4 +Numeric std dev: 24.2 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 357 (88.6%) + 70: 39 (9.7%) + 50: 3 (0.7%) + 40: 1 (0.2%) + 34: 1 (0.2%) + 1: 1 (0.2%) + 38: 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 373,004/461,702 (80.8%) +Types: list:373,004 +Null/Empty: empty_arr:369,228 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 373,004/461,702 (80.8%) +Types: str:373,004 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 369,228 (99.0%) + 'richtext': 3,776 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:1 (0.0%), false:5,821 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:0 (0.0%), false:5,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:0 (0.0%), false:5,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,822/461,702 (1.3%) +Types: bool:5,822 +Booleans: true:0 (0.0%), false:5,822 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 748/461,702 (0.2%) +Types: bool:748 +Booleans: true:748 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 281/461,702 (0.1%) +Types: str:281 +String length avg: 4.6 +Unique strings tracked: 4 +String values distribution: + 'link': 214 (76.2%) + 'image': 43 (15.3%) + 'rich:video': 23 (8.2%) + 'self': 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 281/461,702 (0.1%) +Types: dict:281 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 66/461,702 (0.0%) +Types: str:59, NoneType:7 +Null/Empty: null:7 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 't2_1ed7b': 58 (98.3%) + 't2_1wh0': 1 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 66/461,702 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 66/461,702 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 66/461,702 (0.0%) +Types: str:66 +String length avg: 110.5 +Unique strings tracked: 35 +Top 5 string values: + 'http://ad.doubleclick.net/clk;216027063;38469581;k...': 22 (33.3%) + 'http://store.xkcd.com/reddit': 4 (6.1%) + 'http://www.microsoft.com/visualstudio': 3 (4.5%) + 'http://www.gamefly.com/promo': 2 (3.0%) + 'http://www.amazon.com/gp/redirect.html?ie=UTF8&...': 2 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 66/461,702 (0.0%) +Types: bool:66 +Booleans: true:0 (0.0%), false:66 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 66/461,702 (0.0%) +Types: str:66 +Null/Empty: empty_str:66 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 66/461,702 (0.0%) +Types: dict:66 +Null/Empty: empty_obj:66 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 66/461,702 (0.0%) +Types: bool:66 +Booleans: true:66 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 66/461,702 (0.0%) +Types: list:66 +Null/Empty: empty_arr:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 66/461,702 (0.0%) +Types: NoneType:66 +Null/Empty: null:66 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 6/461,702 (0.0%) +Types: str:6 +Null/Empty: empty_str:6 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/461,702 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 2 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-11.jsonl +Analysis Time: 2026-01-15 06:19:04 +================================================================================ +Total lines: 452,320 +Processed lines: 452,320 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:452,147 (100.0%), false:173 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 460 (0.1%) + 'mybaseballcardspace': 16 (0.0%) + 'antifacist': 11 (0.0%) + 'see0red': 9 (0.0%) + 'spamking007': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:366,000, str:86,320 +Null/Empty: null:366,000, empty_str:86,320 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:448,637, str:3,683 +Null/Empty: null:448,637, empty_str:589 +String length avg: 9.8 +Unique strings tracked: 562 +Top 5 string values: + 'lastfm': 144 (4.7%) + 'us-flag': 118 (3.8%) + 'no-knight': 96 (3.1%) + 'default': 63 (2.0%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 59 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:448,657, str:3,663 +Null/Empty: null:448,657, empty_str:291 +String length avg: 14.0 +Unique strings tracked: 804 +Top 5 string values: + 'America': 118 (3.5%) + 'conservationist': 96 (2.8%) + 'Horror': 65 (1.9%) + 'Kansas City Scouts - NHLR': 59 (1.7%) + 'The Giraffe': 52 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:366,000, str:86,320 +Null/Empty: null:366,000 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 86,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:392,992 (86.9%), false:59,328 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:366,169 (81.0%), false:86,151 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:1,257,033,607, max:1,259,625,598, avg:1258318473.9 +Numeric std dev: 729947.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,151, str:169 +Null/Empty: null:452,151 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 164 (97.0%) + 'admin': 5 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 100 (0.0%) + 'imgur.com': 72 (0.0%) + 'self.AskReddit': 70 (0.0%) + 'self.reddit.com': 58 (0.0%) + 'examiner.com': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 452,320/452,320 (100.0%) +Types: bool:445,154, float:7,166 +Booleans: true:0 (0.0%), false:445,154 (100.0%) +Numeric values: 7,166 total +Numeric range: min:1,257,037,282.0, max:1,521,756,447.0, avg:1259616876.1 +Numeric std dev: 15896687.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:82 (0.0%), false:452,238 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9zrxu': 1 (0.0%) + '9zrxv': 1 (0.0%) + '9zrxw': 1 (0.0%) + '9zrxx': 1 (0.0%) + '9zrxy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:123,160 (27.2%), false:329,160 (72.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:54,073 (12.0%), false:398,247 (88.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,274, str:46 +Null/Empty: null:452,274, empty_str:3 +String length avg: 6.1 +Unique strings tracked: 27 +Top 5 string values: + 'text': 5 (11.6%) + 'dead-link': 3 (7.0%) + 'discussion': 3 (7.0%) + 'snoo': 3 (7.0%) + 'solvedcase': 3 (7.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 452,320/452,320 (100.0%) +Types: list:452,320 +Null/Empty: empty_arr:452,276 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,273, str:47 +Null/Empty: null:452,273, empty_str:3 +String length avg: 8.2 +Unique strings tracked: 28 +Top 5 string values: + 'text': 5 (11.4%) + 'He's Dead Jim!': 3 (6.8%) + 'Discussion': 3 (6.8%) + 'snoo': 3 (6.8%) + 'Solved': 3 (6.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 452,276 (100.0%) + 'richtext': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:15 (0.0%), false:452,305 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,289, dict:31 +Null/Empty: null:452,289 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 452,320/452,320 (100.0%) +Types: dict:452,320 +Null/Empty: empty_obj:452,289 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:368,835 (81.5%), false:83,485 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:0, max:5,542, avg:4.5 +Numeric std dev: 38.1 +Unique numbers tracked: 796 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:9,778 (2.2%), false:442,542 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 452,320/452,320 (100.0%) +Types: str:421,852, NoneType:30,468 +Null/Empty: null:30,468 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 392,992 (93.2%) + 'promo_specified': 15,336 (3.6%) + 'promo_adult_nsfw': 8,265 (2.0%) + 'promo_adult': 2,807 (0.7%) + 'no_ads': 1,268 (0.3%) + 'promo_all': 1,118 (0.3%) + 'house_only': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/politics/comments/9zrxu/noam_chomsky_crises_and...': 1 (0.0%) + '/r/entertainment/comments/9zrxv/it_would_appear_th...': 1 (0.0%) + '/r/science/comments/9zrxw/learn_about_oxygen/': 1 (0.0%) + '/r/pics/comments/9zrxx/now_go_make_me_a_sandwich/': 1 (0.0%) + '/r/CARTOON/comments/9zrxy/top_5_avatar_the_last_ai...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:1,522,847,669, max:1,522,862,998, avg:1522852928.7 +Numeric std dev: 4971.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 452,320/452,320 (100.0%) +Types: int:452,320 +Numeric values: 452,320 total +Numeric range: min:0, max:5,207, avg:6.0 +Numeric std dev: 49.5 +Unique numbers tracked: 965 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:452,289, dict:31 +Null/Empty: null:452,289 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 452,320/452,320 (100.0%) +Types: dict:452,320 +Null/Empty: empty_obj:452,289 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +Null/Empty: empty_str:356,109 +String length avg: 131.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,707 (2.8%) + '[removed]': 1,046 (1.1%) + 'So here's the deal. One of my professors has asked...': 2 (0.0%) + 'My girlfriend and I are going out to a halloween p...': 1 (0.0%) + 'I bet 4 arms could have rivaled the hamburglar bac...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:452,320 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:10 (0.0%), false:452,310 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 452,320/452,320 (100.0%) +Types: bool:452,320 +Booleans: true:0 (0.0%), false:452,320 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 13,295 (2.9%) + 'pics': 1,191 (0.3%) + 'politics': 1,050 (0.2%) + 'AskReddit': 976 (0.2%) + 'WTF': 753 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 13,295 (2.9%) + 't5_2qh0u': 1,191 (0.3%) + 't5_2cneq': 1,050 (0.2%) + 't5_2qh1i': 976 (0.2%) + 't5_2qh61': 753 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 13,295 (2.9%) + 'r/pics': 1,191 (0.3%) + 'r/politics': 1,050 (0.2%) + 'r/AskReddit': 976 (0.2%) + 'r/WTF': 753 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 7.0 +Unique strings tracked: 3 +String values distribution: + 'public': 237,027 (52.4%) + 'archived': 212,017 (46.9%) + 'restricted': 3,276 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 452,320/452,320 (100.0%) +Types: NoneType:443,479, str:8,841 +Null/Empty: null:443,479 +String length avg: 9.3 +Unique strings tracked: 6 +String values distribution: + 'confidence': 8,004 (90.5%) + 'top': 476 (5.4%) + 'new': 356 (4.0%) + 'old': 2 (0.0%) + 'qa': 2 (0.0%) + 'controversial': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +Null/Empty: empty_str:76,198 +String length avg: 6.9 +Unique strings tracked: 253 +Top 5 string values: + 'default': 351,447 (93.4%) + 'self': 24,422 (6.5%) + 'https://b.thumbs.redditmedia.com/qbpyAIyetRktbcOSL...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/WlTJBOfXeCtXMzWkj...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/th-2BjHhdjcIGFt5H...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 59.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Prison Life - Free online RPG': 3 (0.0%) + 'Perhaps we should abandon democracy and be ruled b...': 3 (0.0%) + 'EXPOSED: The Secret History of US Presidents Famil...': 3 (0.0%) + 'IAmA Ceiling Fan. AMA': 2 (0.0%) + 'Patients who are forced to wait 18 weeks for treat...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 452,320/452,320 (100.0%) +Types: str:452,320 +String length avg: 71.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=-a3PzU85osw': 5 (0.0%) + 'http://www.dailymail.co.uk/news/article-1223714/Wo...': 3 (0.0%) + 'http://www.prisonrpg.com/index.php?ref=45': 3 (0.0%) + 'http://blogs.telegraph.co.uk/news/danielhannan/100...': 3 (0.0%) + 'http://www.funnyordie.com/videos/8a55b1812a/pete-j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 452,320/452,320 (100.0%) +Types: str:421,852, NoneType:30,468 +Null/Empty: null:30,468 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 391,818 (92.9%) + 'promo_specified': 15,336 (3.6%) + 'promo_adult_nsfw': 9,461 (2.2%) + 'promo_adult': 2,787 (0.7%) + 'no_ads': 1,268 (0.3%) + 'promo_all': 1,116 (0.3%) + 'house_only': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 376,122/452,320 (83.2%) +Types: NoneType:375,789, int:333 +Null/Empty: null:375,789 +Numeric values: 333 total +Numeric range: min:8, max:140, avg:102.8 +Numeric std dev: 29.6 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 376,122/452,320 (83.2%) +Types: NoneType:375,789, int:333 +Null/Empty: null:375,789 +Numeric values: 333 total +Numeric range: min:40, max:140, avg:132.8 +Numeric std dev: 21.8 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 300 (90.1%) + 70: 27 (8.1%) + 50: 2 (0.6%) + 69: 1 (0.3%) + 65: 1 (0.3%) + 64: 1 (0.3%) + 40: 1 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 366,169/452,320 (81.0%) +Types: list:366,169 +Null/Empty: empty_arr:362,797 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 366,169/452,320 (81.0%) +Types: str:366,169 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 362,797 (99.1%) + 'richtext': 3,372 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,168/452,320 (1.1%) +Types: bool:5,168 +Booleans: true:0 (0.0%), false:5,168 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 436/452,320 (0.1%) +Types: bool:436 +Booleans: true:436 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 256/452,320 (0.1%) +Types: str:256 +String length avg: 4.6 +Unique strings tracked: 4 +String values distribution: + 'link': 194 (75.8%) + 'image': 39 (15.2%) + 'rich:video': 20 (7.8%) + 'self': 3 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 256/452,320 (0.1%) +Types: dict:256 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 173/452,320 (0.0%) +Types: str:138, NoneType:35 +Null/Empty: null:35 +String length avg: 7.8 +Unique strings tracked: 74 +Top 5 string values: + 't2_1ed7b': 40 (29.0%) + 't2_1uzpp': 6 (4.3%) + 't2_3pz6z': 4 (2.9%) + 't2_3mwoy': 3 (2.2%) + 't2_1wnj': 3 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 173/452,320 (0.0%) +Types: list:173 +Null/Empty: empty_arr:173 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 173/452,320 (0.0%) +Types: list:173 +Null/Empty: empty_arr:173 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 173/452,320 (0.0%) +Types: str:173 +String length avg: 49.8 +Unique strings tracked: 137 +Top 5 string values: + 'http://store.xkcd.com/reddit': 4 (2.3%) + 'http://redditall.com/': 4 (2.3%) + 'http://dragonage.bioware.com/landing/': 3 (1.7%) + 'http://blog.reddit.com/2009/11/bring-on-y-wings.ht...': 3 (1.7%) + 'http://www.gamefly.com/promo': 3 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 173/452,320 (0.0%) +Types: bool:173 +Booleans: true:0 (0.0%), false:173 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 173/452,320 (0.0%) +Types: str:173 +Null/Empty: empty_str:173 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 173/452,320 (0.0%) +Types: dict:173 +Null/Empty: empty_obj:173 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 173/452,320 (0.0%) +Types: bool:173 +Booleans: true:173 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 173/452,320 (0.0%) +Types: list:173 +Null/Empty: empty_arr:173 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 173/452,320 (0.0%) +Types: NoneType:173 +Null/Empty: null:173 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 8/452,320 (0.0%) +Types: str:8 +Null/Empty: empty_str:8 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 3/452,320 (0.0%) +Types: str:3 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 3 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2009-12.jsonl +Analysis Time: 2026-01-15 06:19:39 +================================================================================ +Total lines: 492,225 +Processed lines: 492,225 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:491,877 (99.9%), false:348 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 438 (0.1%) + 'Trexman89': 11 (0.0%) + 'misterthingy': 10 (0.0%) + 'democracy101': 9 (0.0%) + 'bradwozny1': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:393,869, str:98,356 +Null/Empty: null:393,869, empty_str:98,354 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:488,067, str:4,158 +Null/Empty: null:488,067, empty_str:609 +String length avg: 9.4 +Unique strings tracked: 640 +Top 5 string values: + 'lastfm': 109 (3.1%) + 'no-knight': 99 (2.8%) + 'us-flag': 83 (2.3%) + 'default': 78 (2.2%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 73 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:488,317, str:3,908 +Null/Empty: null:488,317, empty_str:408 +String length avg: 13.7 +Unique strings tracked: 917 +Top 5 string values: + 'America': 83 (2.4%) + 'Horror': 79 (2.3%) + 'Kansas City Scouts - NHLR': 73 (2.1%) + 'Co-founder': 59 (1.7%) + 'conservationist': 49 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:393,869, str:98,356 +Null/Empty: null:393,869 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 98,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:430,138 (87.4%), false:62,087 (12.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:394,069 (80.1%), false:98,156 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:1,259,625,600, max:1,262,303,999, avg:1260917518.0 +Numeric std dev: 768487.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,044, str:181 +Null/Empty: null:492,044 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'moderator': 181 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 89 (0.0%) + 'self.reddit.com': 66 (0.0%) + 'self.AskReddit': 53 (0.0%) + 'imgur.com': 41 (0.0%) + 'self.DoesAnybodyElse': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 492,225/492,225 (100.0%) +Types: bool:482,872, float:9,353 +Booleans: true:0 (0.0%), false:482,872 (100.0%) +Numeric values: 9,353 total +Numeric range: min:1,259,629,561.0, max:1,522,171,016.0, avg:1262533077.9 +Numeric std dev: 17535630.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 492,224 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:149 (0.0%), false:492,076 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'a3tah': 1 (0.0%) + 'a5db8': 1 (0.0%) + 'a5n8i': 1 (0.0%) + 'a7dot': 1 (0.0%) + 'a7emm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:132,788 (27.0%), false:359,437 (73.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:67,608 (13.7%), false:424,617 (86.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,172, str:53 +Null/Empty: null:492,172, empty_str:3 +String length avg: 7.4 +Unique strings tracked: 30 +Top 5 string values: + 'travel': 7 (14.0%) + 'official': 5 (10.0%) + 'important': 3 (6.0%) + 'removed': 2 (4.0%) + 'solvedcase': 2 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 492,225/492,225 (100.0%) +Types: list:492,225 +Null/Empty: empty_arr:492,173 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,170, str:55 +Null/Empty: null:492,170, empty_str:3 +String length avg: 9.7 +Unique strings tracked: 31 +Top 5 string values: + 'TRAVEL': 7 (13.5%) + 'Official Source': 5 (9.6%) + 'Manga Chapter': 3 (5.8%) + 'ATN': 2 (3.8%) + 'Solved': 2 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 492,173 (100.0%) + 'richtext': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:58 (0.0%), false:492,167 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,167, dict:58 +Null/Empty: null:492,167 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 492,225/492,225 (100.0%) +Types: dict:492,225 +Null/Empty: empty_obj:492,167 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:398,017 (80.9%), false:94,208 (19.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:6,167, avg:4.7 +Numeric std dev: 40.3 +Unique numbers tracked: 812 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 492,224 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:10,809 (2.2%), false:481,416 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 492,225/492,225 (100.0%) +Types: str:459,760, NoneType:32,465 +Null/Empty: null:32,465 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 430,138 (93.6%) + 'promo_specified': 15,314 (3.3%) + 'promo_adult_nsfw': 8,757 (1.9%) + 'promo_adult': 2,978 (0.6%) + 'no_ads': 1,363 (0.3%) + 'promo_all': 1,152 (0.3%) + 'house_only': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/a3tah/want_free_beer_play_online_quizzo_...': 1 (0.0%) + '/comments/a5db8/see_what_the_buzz_is_about_microso...': 1 (0.0%) + '/comments/a5n8i/startupscom_your_business_your_que...': 1 (0.0%) + '/comments/a7dot/private_google_groups_suck_and_wav...': 1 (0.0%) + '/comments/a7emm/office_supplies_for_redditers_spen...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:1,522,850,601, max:1,522,880,414, avg:1522867936.3 +Numeric std dev: 4634.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 492,225/492,225 (100.0%) +Types: int:492,225 +Numeric values: 492,225 total +Numeric range: min:0, max:5,056, avg:6.7 +Numeric std dev: 55.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:492,167, dict:58 +Null/Empty: null:492,167 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 492,225/492,225 (100.0%) +Types: dict:492,225 +Null/Empty: empty_obj:492,167 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +Null/Empty: empty_str:377,924 +String length avg: 142.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,702 (2.4%) + '[removed]': 958 (0.8%) + 'My landlord is reneging on his offer after I alrea...': 3 (0.0%) + 'When my grandmother died, I inherited her recipe f...': 2 (0.0%) + 'I'm looking for a provider who would register a do...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:492,225 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:2 (0.0%), false:492,223 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 492,225/492,225 (100.0%) +Types: bool:492,225 +Booleans: true:0 (0.0%), false:492,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 15,158 (3.1%) + 'pics': 1,149 (0.2%) + 'politics': 1,147 (0.2%) + 'AskReddit': 1,114 (0.2%) + 'funny': 839 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 15,158 (3.1%) + 't5_2qh0u': 1,149 (0.2%) + 't5_2cneq': 1,147 (0.2%) + 't5_2qh1i': 1,114 (0.2%) + 't5_2qh33': 839 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 15,158 (3.1%) + 'r/pics': 1,149 (0.2%) + 'r/politics': 1,147 (0.2%) + 'r/AskReddit': 1,114 (0.2%) + 'r/funny': 839 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 262,368 (53.3%) + 'archived': 226,979 (46.1%) + 'restricted': 2,878 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 492,225/492,225 (100.0%) +Types: NoneType:481,625, str:10,600 +Null/Empty: null:481,625 +String length avg: 9.4 +Unique strings tracked: 5 +String values distribution: + 'confidence': 9,632 (90.9%) + 'top': 547 (5.2%) + 'new': 397 (3.7%) + 'old': 14 (0.1%) + 'qa': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +Null/Empty: empty_str:77,231 +String length avg: 6.8 +Unique strings tracked: 375 +Top 5 string values: + 'default': 383,072 (92.3%) + 'self': 31,536 (7.6%) + 'https://b.thumbs.redditmedia.com/_RIJEbCdIWxgOhrSO...': 9 (0.0%) + 'https://b.thumbs.redditmedia.com/g-Q31q6fyiP9gOO0h...': 4 (0.0%) + 'https://b.thumbs.redditmedia.com/NfjF23TmaY3K0NP_B...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 58.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Obama’s Speech at West Point on Afghanistan: What ...': 4 (0.0%) + 'Webster Tarpley on Alex Jones Tv: Al Gore's Climat...': 4 (0.0%) + 'China's Female Army Recruits Asked To Sing, Dance ...': 3 (0.0%) + 'Hundreds of Free Computer Magazines': 2 (0.0%) + 'Bizarro World Shadow Puppets': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 492,225/492,225 (100.0%) +Types: str:492,225 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.libertycalling.com/Ron-LC-ObamaSpeechWP...': 4 (0.0%) + 'http://www.youtube.com/watch?v=zl4DNXJ1uzg': 4 (0.0%) + 'http://blogs.wsj.com/chinarealtime/2009/11/30/chin...': 3 (0.0%) + 'http://www.guardian.co.uk/commentisfree/cif-green/...': 3 (0.0%) + 'http://www.shoplet.com/?utm_source=reddit&utm_...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 492,225/492,225 (100.0%) +Types: str:459,760, NoneType:32,465 +Null/Empty: null:32,465 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 428,470 (93.2%) + 'promo_specified': 15,314 (3.3%) + 'promo_adult_nsfw': 10,453 (2.3%) + 'promo_adult': 2,955 (0.6%) + 'no_ads': 1,363 (0.3%) + 'promo_all': 1,147 (0.2%) + 'house_only': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 414,994/492,225 (84.3%) +Types: NoneType:414,538, int:456 +Null/Empty: null:414,538 +Numeric values: 456 total +Numeric range: min:1, max:140, avg:102.1 +Numeric std dev: 31.2 +Unique numbers tracked: 82 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 414,994/492,225 (84.3%) +Types: NoneType:414,538, int:456 +Null/Empty: null:414,538 +Numeric values: 456 total +Numeric range: min:1, max:140, avg:130.8 +Numeric std dev: 24.7 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 399 (87.5%) + 70: 52 (11.4%) + 64: 1 (0.2%) + 4: 1 (0.2%) + 1: 1 (0.2%) + 50: 1 (0.2%) + 40: 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 394,069/492,225 (80.1%) +Types: list:394,069 +Null/Empty: empty_arr:390,569 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 394,069/492,225 (80.1%) +Types: str:394,069 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 390,569 (99.1%) + 'richtext': 3,500 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:0 (0.0%), false:5,774 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:0 (0.0%), false:5,774 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:1 (0.0%), false:5,773 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,774/492,225 (1.2%) +Types: bool:5,774 +Booleans: true:0 (0.0%), false:5,774 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 455/492,225 (0.1%) +Types: bool:455 +Booleans: true:455 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 393/492,225 (0.1%) +Types: str:393 +String length avg: 4.8 +Unique strings tracked: 4 +String values distribution: + 'link': 269 (68.4%) + 'image': 79 (20.1%) + 'rich:video': 39 (9.9%) + 'self': 6 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 393/492,225 (0.1%) +Types: dict:393 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 348/492,225 (0.1%) +Types: str:281, NoneType:67 +Null/Empty: null:67 +String length avg: 7.9 +Unique strings tracked: 179 +Top 5 string values: + 't2_1ed7b': 22 (7.8%) + 't2_3rkjv': 11 (3.9%) + 't2_3pz6z': 10 (3.6%) + 't2_3qkgj': 6 (2.1%) + 't2_3rknu': 6 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 348/492,225 (0.1%) +Types: list:348 +Null/Empty: empty_arr:348 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 348/492,225 (0.1%) +Types: list:348 +Null/Empty: empty_arr:348 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 348/492,225 (0.1%) +Types: str:348 +String length avg: 57.9 +Unique strings tracked: 302 +Top 5 string values: + 'http://store.xkcd.com/reddit': 7 (2.0%) + 'http://reddit.tradepub.com/?pt=cat&page=Info&a...': 6 (1.7%) + 'http://howto.wired.com/wiki/Un-Google_Yourself': 3 (0.9%) + 'http://www.google.com': 3 (0.9%) + 'http://www.binverse.com/bnv/downloads-evolution.cf...': 3 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 348/492,225 (0.1%) +Types: bool:348 +Booleans: true:0 (0.0%), false:348 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 348/492,225 (0.1%) +Types: str:348 +Null/Empty: empty_str:348 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 348/492,225 (0.1%) +Types: dict:348 +Null/Empty: empty_obj:348 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 348/492,225 (0.1%) +Types: bool:348 +Booleans: true:348 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 348/492,225 (0.1%) +Types: list:348 +Null/Empty: empty_arr:348 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 348/492,225 (0.1%) +Types: NoneType:348 +Null/Empty: null:348 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 10/492,225 (0.0%) +Types: str:10 +Null/Empty: empty_str:10 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/492,225 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '5fcc47d2-2ebf-11e8-8a11-0e9586a0d81c': 1 (50.0%) + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (50.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2010.txt b/analysis/original_schema_analysis/submissions/analysis_report_2010.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7858c7fe388b34ee14c82b7501a417bbfb1bb9 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2010.txt @@ -0,0 +1,8501 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2010 +Analysis Started: 2026-01-15 06:19:47 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2010-01.jsonl +Analysis Time: 2026-01-15 06:20:25 +================================================================================ +Total lines: 549,007 +Processed lines: 549,007 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:548,756 (100.0%), false:251 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 509 (0.1%) + 'dimroden': 17 (0.0%) + 'yurdumuz': 12 (0.0%) + 'daevud': 8 (0.0%) + 'albert13t': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:436,074, str:112,933 +Null/Empty: null:436,074, empty_str:112,933 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:543,370, str:5,637 +Null/Empty: null:543,370, empty_str:727 +String length avg: 9.6 +Unique strings tracked: 740 +Top 5 string values: + 'ca': 241 (4.9%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 218 (4.4%) + 'default': 143 (2.9%) + 'no-knight': 128 (2.6%) + 'lastfm': 112 (2.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:543,651, str:5,356 +Null/Empty: null:543,651, empty_str:794 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kansas City Scouts - NHLR': 172 (3.8%) + 'America': 94 (2.1%) + 'Budapest': 86 (1.9%) + 'Normandie': 77 (1.7%) + 'Horror': 68 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:436,074, str:112,933 +Null/Empty: null:436,074 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 112,933 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:477,190 (86.9%), false:71,817 (13.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:436,496 (79.5%), false:112,511 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:1,262,304,000, max:1,264,982,394, avg:1263669031.8 +Numeric std dev: 743747.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,674, str:333 +Null/Empty: null:548,674 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'moderator': 312 (93.7%) + 'admin': 21 (6.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +Null/Empty: empty_str:2 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.reddit.com': 140 (0.0%) + 'self.AskReddit': 124 (0.0%) + 'youtube.com': 111 (0.0%) + 'imgur.com': 83 (0.0%) + 'i.imgur.com': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 549,007/549,007 (100.0%) +Types: bool:538,009, float:10,998 +Booleans: true:0 (0.0%), false:538,009 (100.0%) +Numeric values: 10,998 total +Numeric range: min:1,262,307,610.0, max:1,522,171,013.0, avg:1265129992.8 +Numeric std dev: 17043627.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 549,005 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:111 (0.0%), false:548,896 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ajc86': 1 (0.0%) + 'ajjqs': 1 (0.0%) + 'ajrf9': 1 (0.0%) + 'ajs9l': 1 (0.0%) + 'ajsmz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:153,537 (28.0%), false:395,470 (72.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:78,659 (14.3%), false:470,348 (85.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,936, str:71 +Null/Empty: null:548,936, empty_str:5 +String length avg: 7.4 +Unique strings tracked: 35 +Top 5 string values: + 'travel': 14 (21.2%) + 'official': 6 (9.1%) + 'dead-link': 4 (6.1%) + 'discussion': 3 (4.5%) + 'image': 3 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 549,007/549,007 (100.0%) +Types: list:549,007 +Null/Empty: empty_arr:548,933 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,930, str:77 +Null/Empty: null:548,930, empty_str:3 +String length avg: 10.1 +Unique strings tracked: 41 +Top 5 string values: + 'TRAVEL': 14 (18.9%) + 'Official Source': 6 (8.1%) + 'He's Dead Jim!': 4 (5.4%) + 'Discussion': 4 (5.4%) + 'IMAGE': 3 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 548,933 (100.0%) + 'richtext': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:26 (0.0%), false:548,981 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,950, dict:57 +Null/Empty: null:548,950 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 549,007/549,007 (100.0%) +Types: dict:549,007 +Null/Empty: empty_obj:548,950 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:440,637 (80.3%), false:108,370 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:4,714, avg:4.8 +Numeric std dev: 39.4 +Unique numbers tracked: 895 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 549,006 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:12,044 (2.2%), false:536,963 (97.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 549,007/549,007 (100.0%) +Types: str:510,238, NoneType:38,769 +Null/Empty: null:38,769 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 477,190 (93.5%) + 'promo_specified': 17,150 (3.4%) + 'promo_adult_nsfw': 9,087 (1.8%) + 'promo_adult': 4,162 (0.8%) + 'no_ads': 1,479 (0.3%) + 'promo_all': 1,067 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/ajc86/save_money_insurers_have_been_redu...': 1 (0.0%) + '/comments/ajjqs/private_google_groups_suck_and_wav...': 1 (0.0%) + '/comments/ajrf9/i_just_found_out_this_cool_website...': 1 (0.0%) + '/comments/ajs9l/superfoods_and_supplements_5_off_6...': 1 (0.0%) + '/comments/ajsmz/coffee_that_is_actually_really_hea...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:1,522,879,643, max:1,522,889,007, avg:1522884694.5 +Numeric std dev: 2482.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 549,007/549,007 (100.0%) +Types: int:549,007 +Numeric values: 549,007 total +Numeric range: min:0, max:6,356, avg:7.4 +Numeric std dev: 63.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:548,950, dict:57 +Null/Empty: null:548,950 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 549,007/549,007 (100.0%) +Types: dict:549,007 +Null/Empty: empty_obj:548,950 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +Null/Empty: empty_str:416,695 +String length avg: 145.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,037 (1.5%) + '[removed]': 945 (0.7%) + '* VTOL planes like those used in the movie absolut...': 2 (0.0%) + 'The Link below is supposed to go to Aaron Williams...': 2 (0.0%) + 'If there is God, there can be nothing else. Free w...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:549,007 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:1 (0.0%), false:549,006 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 549,007/549,007 (100.0%) +Types: bool:549,007 +Booleans: true:0 (0.0%), false:549,007 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 15,229 (2.8%) + 'AskReddit': 1,471 (0.3%) + 'pics': 1,427 (0.3%) + 'politics': 890 (0.2%) + 'worldnews': 779 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 15,229 (2.8%) + 't5_2qh1i': 1,471 (0.3%) + 't5_2qh0u': 1,427 (0.3%) + 't5_2cneq': 890 (0.2%) + 't5_2qh13': 779 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 15,229 (2.8%) + 'r/AskReddit': 1,471 (0.3%) + 'r/pics': 1,427 (0.3%) + 'r/politics': 890 (0.2%) + 'r/worldnews': 779 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 296,237 (54.0%) + 'archived': 249,788 (45.5%) + 'restricted': 2,982 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 549,007/549,007 (100.0%) +Types: NoneType:536,674, str:12,333 +Null/Empty: null:536,674 +String length avg: 9.4 +Unique strings tracked: 5 +String values distribution: + 'confidence': 11,285 (91.5%) + 'top': 630 (5.1%) + 'new': 391 (3.2%) + 'qa': 19 (0.2%) + 'old': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +Null/Empty: empty_str:91,429 +String length avg: 6.8 +Unique strings tracked: 509 +Top 5 string values: + 'default': 420,481 (91.9%) + 'self': 36,580 (8.0%) + 'https://b.thumbs.redditmedia.com/vNZ0ZkWW6NwlKeOoG...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/aGstdg6v09BOwn-CS...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/I2qd9crxI6I2MZ4wI...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 58.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Dissident, 82, detained at Moscow rally': 4 (0.0%) + 'Government discovers couple in 70s have access to ...': 4 (0.0%) + 'The Poochie Bear Song': 3 (0.0%) + 'How capitalism destroyed freedom of the press and ...': 3 (0.0%) + 'I really hope Rasmussen is proud of itself, they o...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 549,007/549,007 (100.0%) +Types: str:549,007 +String length avg: 71.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.metronews.ca/halifax/live/article/40941...': 6 (0.0%) + 'http://af.reuters.com/article/worldNews/idAFTRE5BU...': 4 (0.0%) + 'http://conch-shell-chronicles.blogspot.com/2009/12...': 4 (0.0%) + 'http://www.youtube.com/watch?v=LGAkpRncNbQ#t=0m3s': 3 (0.0%) + 'http://www.briangordon.ca/2009/12/how-capitalism-d...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 549,007/549,007 (100.0%) +Types: str:510,238, NoneType:38,769 +Null/Empty: null:38,769 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 475,134 (93.1%) + 'promo_specified': 17,150 (3.4%) + 'promo_adult_nsfw': 11,193 (2.2%) + 'promo_adult': 4,116 (0.8%) + 'no_ads': 1,479 (0.3%) + 'promo_all': 1,063 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 457,578/549,007 (83.3%) +Types: NoneType:456,992, int:586 +Null/Empty: null:456,992 +Numeric values: 586 total +Numeric range: min:3, max:140, avg:104.1 +Numeric std dev: 29.1 +Unique numbers tracked: 77 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 457,578/549,007 (83.3%) +Types: NoneType:456,992, int:586 +Null/Empty: null:456,992 +Numeric values: 586 total +Numeric range: min:4, max:140, avg:135.7 +Numeric std dev: 17.7 +Unique numbers tracked: 6 +Numeric values distribution: + 140: 552 (94.2%) + 70: 27 (4.6%) + 50: 4 (0.7%) + 65: 1 (0.2%) + 67: 1 (0.2%) + 4: 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 436,496/549,007 (79.5%) +Types: list:436,496 +Null/Empty: empty_arr:431,934 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 436,496/549,007 (79.5%) +Types: str:436,496 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 431,934 (99.0%) + 'richtext': 4,562 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:1 (0.0%), false:6,125 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:0 (0.0%), false:6,126 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:0 (0.0%), false:6,126 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 6,126/549,007 (1.1%) +Types: bool:6,126 +Booleans: true:0 (0.0%), false:6,126 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 626/549,007 (0.1%) +Types: bool:626 +Booleans: true:626 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 526/549,007 (0.1%) +Types: str:526 +String length avg: 4.7 +Unique strings tracked: 4 +String values distribution: + 'link': 339 (64.4%) + 'image': 140 (26.6%) + 'rich:video': 41 (7.8%) + 'self': 6 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 526/549,007 (0.1%) +Types: dict:526 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 251/549,007 (0.0%) +Types: str:206, NoneType:45 +Null/Empty: null:45 +String length avg: 7.9 +Unique strings tracked: 110 +Top 5 string values: + 't2_1ed7b': 40 (19.4%) + 't2_1uzpp': 16 (7.8%) + 't2_3ankc': 7 (3.4%) + 't2_3sskt': 7 (3.4%) + 't2_3rvbo': 5 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 251/549,007 (0.0%) +Types: list:251 +Null/Empty: empty_arr:251 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 251/549,007 (0.0%) +Types: list:251 +Null/Empty: empty_arr:251 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 251/549,007 (0.0%) +Types: str:251 +String length avg: 60.1 +Unique strings tracked: 227 +Top 5 string values: + 'http://store.xkcd.com/reddit': 4 (1.6%) + 'http://www.sourcebits.com': 3 (1.2%) + 'http://www.anybodyoutthere.com/talk': 3 (1.2%) + 'http://offerstrial.com/answer/': 2 (0.8%) + 'http://www.mpreviews.com/eroticblog/stories/seven-...': 2 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 251/549,007 (0.0%) +Types: bool:251 +Booleans: true:0 (0.0%), false:251 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 251/549,007 (0.0%) +Types: str:251 +Null/Empty: empty_str:251 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 251/549,007 (0.0%) +Types: dict:251 +Null/Empty: empty_obj:251 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 251/549,007 (0.0%) +Types: bool:251 +Booleans: true:251 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 251/549,007 (0.0%) +Types: list:251 +Null/Empty: empty_arr:251 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 251/549,007 (0.0%) +Types: NoneType:251 +Null/Empty: null:251 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 8/549,007 (0.0%) +Types: str:8 +Null/Empty: empty_str:8 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/549,007 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '4e637a5a-13a9-11e8-8663-0ea878bfb0c6': 1 (50.0%) + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-02.jsonl +Analysis Time: 2026-01-15 06:20:58 +================================================================================ +Total lines: 506,868 +Processed lines: 506,868 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:506,689 (100.0%), false:179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 435 (0.1%) + 'sassanix': 13 (0.0%) + 'yubiopking': 9 (0.0%) + 'bundaoreal': 9 (0.0%) + 'Orangutan': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:400,867, str:106,001 +Null/Empty: null:400,867, empty_str:106,001 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:501,446, str:5,422 +Null/Empty: null:501,446, empty_str:958 +String length avg: 9.2 +Unique strings tracked: 776 +Top 5 string values: + 'ca': 213 (4.8%) + 'us-flag': 192 (4.3%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 142 (3.2%) + 'lastfm': 118 (2.6%) + 'no-knight': 114 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:501,478, str:5,390 +Null/Empty: null:501,478, empty_str:696 +String length avg: 15.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 155 (3.3%) + ' Board Certified Neuropsychologist - ABPP/ABPdN': 117 (2.5%) + 'Kansas City Scouts - NHLR': 109 (2.3%) + 'Stefan Bellof': 61 (1.3%) + 'Ontario': 60 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:400,867, str:106,001 +Null/Empty: null:400,867 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 106,001 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:439,438 (86.7%), false:67,430 (13.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:401,257 (79.2%), false:105,611 (20.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:1,264,982,400, max:1,267,401,095, avg:1266170711.3 +Numeric std dev: 696147.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,626, str:242 +Null/Empty: null:506,626 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'moderator': 226 (93.4%) + 'admin': 16 (6.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 16.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 93 (0.0%) + 'self.AskReddit': 91 (0.0%) + 'imgur.com': 70 (0.0%) + 'self.reddit.com': 64 (0.0%) + 'i.imgur.com': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 506,868/506,868 (100.0%) +Types: bool:497,103, float:9,765 +Booleans: true:0 (0.0%), false:497,103 (100.0%) +Numeric values: 9,765 total +Numeric range: min:1,264,986,244.0, max:1,521,756,444.0, avg:1267453867.5 +Numeric std dev: 15747131.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 506,864 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:72 (0.0%), false:506,796 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'aqcit': 1 (0.0%) + 'atm58': 1 (0.0%) + 'au05y': 1 (0.0%) + 'av404': 1 (0.0%) + 'av9vv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:151,902 (30.0%), false:354,966 (70.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:74,505 (14.7%), false:432,363 (85.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,807, str:61 +Null/Empty: null:506,807, empty_str:4 +String length avg: 7.3 +Unique strings tracked: 31 +Top 5 string values: + 'official': 7 (12.3%) + 'dead-link': 6 (10.5%) + 'travel': 5 (8.8%) + 'important': 4 (7.0%) + 'resolved': 3 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 506,868/506,868 (100.0%) +Types: list:506,868 +Null/Empty: empty_arr:506,804 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,803, str:65 +Null/Empty: null:506,803, empty_str:1 +String length avg: 10.5 +Unique strings tracked: 41 +Top 5 string values: + 'Official Source': 7 (10.9%) + 'He's Dead Jim!': 6 (9.4%) + 'TRAVEL': 5 (7.8%) + 'Manga Chapter': 4 (6.2%) + 'Solved': 3 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 506,804 (100.0%) + 'richtext': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:26 (0.0%), false:506,842 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,788, dict:80 +Null/Empty: null:506,788 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 506,868/506,868 (100.0%) +Types: dict:506,868 +Null/Empty: empty_obj:506,788 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:403,120 (79.5%), false:103,748 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:4,782, avg:4.8 +Numeric std dev: 41.0 +Unique numbers tracked: 843 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 506,867 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:12,466 (2.5%), false:494,402 (97.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 506,868/506,868 (100.0%) +Types: str:471,391, NoneType:35,477 +Null/Empty: null:35,477 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 439,438 (93.2%) + 'promo_specified': 16,262 (3.4%) + 'promo_adult_nsfw': 8,817 (1.9%) + 'promo_adult': 4,389 (0.9%) + 'no_ads': 1,590 (0.3%) + 'promo_all': 844 (0.2%) + 'house_only': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/aqcit/with_wifi_and_hd_builtin_roku_hd_p...': 1 (0.0%) + '/comments/atm58/with_wifi_and_hd_builtin_roku_hd_p...': 1 (0.0%) + '/comments/au05y/give_yourself_the_gift_of_bacon_on...': 1 (0.0%) + '/comments/av404/hey_reddit_check_out_my_tshirts_an...': 1 (0.0%) + '/comments/av9vv/back_with_a_brand_new_face_whadday...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:1,522,884,642, max:1,522,896,928, avg:1522892969.3 +Numeric std dev: 2286.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 506,868/506,868 (100.0%) +Types: int:506,868 +Numeric values: 506,868 total +Numeric range: min:0, max:6,363, avg:7.3 +Numeric std dev: 57.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:506,788, dict:80 +Null/Empty: null:506,788 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 506,868/506,868 (100.0%) +Types: dict:506,868 +Null/Empty: empty_obj:506,788 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +Null/Empty: empty_str:384,537 +String length avg: 151.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,327 (1.9%) + '[removed]': 920 (0.8%) + '?': 4 (0.0%) + 'Make it happen reddit. I am very curious about thi...': 1 (0.0%) + 'I don't care about the lack of camera. I never use...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:506,868 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:9 (0.0%), false:506,859 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 506,868/506,868 (100.0%) +Types: bool:506,868 +Booleans: true:0 (0.0%), false:506,868 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 9,916 (2.0%) + 'AskReddit': 934 (0.2%) + 'pics': 904 (0.2%) + 'politics': 772 (0.2%) + 'WTF': 509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 9,916 (2.0%) + 't5_2qh1i': 934 (0.2%) + 't5_2qh0u': 904 (0.2%) + 't5_2cneq': 772 (0.2%) + 't5_2qh61': 509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 9,916 (2.0%) + 'r/AskReddit': 934 (0.2%) + 'r/pics': 904 (0.2%) + 'r/politics': 772 (0.2%) + 'r/WTF': 509 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 276,595 (54.6%) + 'archived': 226,905 (44.8%) + 'restricted': 3,368 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 506,868/506,868 (100.0%) +Types: NoneType:495,291, str:11,577 +Null/Empty: null:495,291 +String length avg: 9.4 +Unique strings tracked: 6 +String values distribution: + 'confidence': 10,608 (91.6%) + 'top': 511 (4.4%) + 'new': 438 (3.8%) + 'qa': 8 (0.1%) + 'old': 8 (0.1%) + 'controversial': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +Null/Empty: empty_str:92,557 +String length avg: 6.9 +Unique strings tracked: 622 +Top 5 string values: + 'default': 378,603 (91.4%) + 'self': 35,082 (8.5%) + 'https://b.thumbs.redditmedia.com/SPKaTg_ThuIuc7cTE...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/w10r9Uvw99VIIJ0gZ...': 2 (0.0%) + 'https://a.thumbs.redditmedia.com/0aUt795LMm-S1whCu...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 58.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In the wrong place at the wrong time [pic]': 16 (0.0%) + 'A Single Sheet of Paper [pics]': 7 (0.0%) + 'Deadly and uncool at the same time. view! ': 4 (0.0%) + 'Prepare to target the main generator [Pic] view! ': 4 (0.0%) + 'Terry Pratchett ready to be test case for suicide ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 506,868/506,868 (100.0%) +Types: str:506,868 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.picm.co.tv/2010/01/in-wrong-place-at-wr...': 17 (0.0%) + 'http://www.a-pic.co.tv/2010/01/peter-callesen-sing...': 7 (0.0%) + 'http://brendanjack.posterous.com/how-to-be-deadly-...': 4 (0.0%) + 'http://www.guardian.co.uk/commentisfree/2010/feb/0...': 4 (0.0%) + 'http://files.redux.com/images/9c8867646736a031eea6...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 506,868/506,868 (100.0%) +Types: str:471,391, NoneType:35,477 +Null/Empty: null:35,477 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 437,363 (92.8%) + 'promo_specified': 16,262 (3.4%) + 'promo_adult_nsfw': 10,933 (2.3%) + 'promo_adult': 4,351 (0.9%) + 'no_ads': 1,590 (0.3%) + 'promo_all': 841 (0.2%) + 'house_only': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 414,311/506,868 (81.7%) +Types: NoneType:413,617, int:694 +Null/Empty: null:413,617 +Numeric values: 694 total +Numeric range: min:14, max:140, avg:103.4 +Numeric std dev: 27.5 +Unique numbers tracked: 83 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 414,311/506,868 (81.7%) +Types: NoneType:413,617, int:694 +Null/Empty: null:413,617 +Numeric values: 694 total +Numeric range: min:50, max:140, avg:135.4 +Numeric std dev: 17.6 +Unique numbers tracked: 3 +Numeric values distribution: + 140: 650 (93.7%) + 70: 40 (5.8%) + 50: 4 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 401,257/506,868 (79.2%) +Types: list:401,257 +Null/Empty: empty_arr:396,563 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 401,257/506,868 (79.2%) +Types: str:401,257 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 396,563 (98.8%) + 'richtext': 4,694 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:1 (0.0%), false:6,041 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:0 (0.0%), false:6,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:0 (0.0%), false:6,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 6,042/506,868 (1.2%) +Types: bool:6,042 +Booleans: true:0 (0.0%), false:6,042 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 922/506,868 (0.2%) +Types: bool:922 +Booleans: true:922 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 638/506,868 (0.1%) +Types: str:638 +String length avg: 4.9 +Unique strings tracked: 4 +String values distribution: + 'link': 402 (63.0%) + 'image': 162 (25.4%) + 'rich:video': 64 (10.0%) + 'self': 10 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 638/506,868 (0.1%) +Types: dict:638 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 179/506,868 (0.0%) +Types: str:144, NoneType:35 +Null/Empty: null:35 +String length avg: 7.9 +Unique strings tracked: 92 +Top 5 string values: + 't2_1ed7b': 25 (17.4%) + 't2_1uzpp': 8 (5.6%) + 't2_3rxcm': 4 (2.8%) + 't2_1z8ev': 3 (2.1%) + 't2_3v3ql': 3 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 179/506,868 (0.0%) +Types: list:179 +Null/Empty: empty_arr:179 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 179/506,868 (0.0%) +Types: list:179 +Null/Empty: empty_arr:179 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 179/506,868 (0.0%) +Types: str:179 +String length avg: 54.8 +Unique strings tracked: 156 +Top 5 string values: + 'http://www.mypunchbowl.com/spread-the-love': 5 (2.8%) + 'http://www.mynewthemes.com/': 4 (2.2%) + 'http://www.gamefly.com/promo': 3 (1.7%) + 'http://www.jpost.com/': 2 (1.1%) + 'http://www.wisdom2conference.com': 2 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 179/506,868 (0.0%) +Types: bool:179 +Booleans: true:0 (0.0%), false:179 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 179/506,868 (0.0%) +Types: str:179 +Null/Empty: empty_str:179 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 179/506,868 (0.0%) +Types: dict:179 +Null/Empty: empty_obj:179 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 179/506,868 (0.0%) +Types: bool:179 +Booleans: true:179 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 179/506,868 (0.0%) +Types: list:179 +Null/Empty: empty_arr:179 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 179/506,868 (0.0%) +Types: NoneType:179 +Null/Empty: null:179 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3/506,868 (0.0%) +Types: str:3 +Null/Empty: empty_str:3 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/506,868 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '88b11314-1752-11e8-a0b8-0e034171235a': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-03.jsonl +Analysis Time: 2026-01-15 06:21:43 +================================================================================ +Total lines: 602,586 +Processed lines: 602,586 +Total unique fields: 88 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:602,267 (99.9%), false:319 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 496 (0.1%) + 'mayonesa': 74 (0.0%) + 'subtextual': 10 (0.0%) + 'jalam1001': 9 (0.0%) + 'qanayesladiz': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:483,250, str:119,336 +Null/Empty: null:483,250, empty_str:119,336 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:595,168, str:7,418 +Null/Empty: null:595,168, empty_str:1,106 +String length avg: 9.4 +Unique strings tracked: 925 +Top 5 string values: + 'us-flag': 287 (4.5%) + 'default': 201 (3.2%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 194 (3.1%) + 'no-knight': 129 (2.0%) + 'pc': 129 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:595,435, str:7,151 +Null/Empty: null:595,435, empty_str:898 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 99 (1.6%) + 'Kansas City Scouts - NHLR': 89 (1.4%) + 'Ontario': 63 (1.0%) + 'Moderator': 39 (0.6%) + 'England': 39 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:483,250, str:119,336 +Null/Empty: null:483,250 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 119,336 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:521,387 (86.5%), false:81,199 (13.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:483,519 (80.2%), false:119,067 (19.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:1 (0.0%), false:602,585 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:1,267,401,600, max:1,270,079,992, avg:1268757459.8 +Numeric std dev: 779491.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,270, str:316 +Null/Empty: null:602,270 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'moderator': 304 (96.2%) + 'admin': 12 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +Null/Empty: empty_str:5 +String length avg: 16.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.reddit.com': 142 (0.0%) + 'youtube.com': 135 (0.0%) + 'imgur.com': 125 (0.0%) + 'self.AskReddit': 85 (0.0%) + 'i.imgur.com': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 602,586/602,586 (100.0%) +Types: bool:592,569, float:10,017 +Booleans: true:0 (0.0%), false:592,569 (100.0%) +Numeric values: 10,017 total +Numeric range: min:1,267,408,050.0, max:1,521,558,941.0, avg:1270323709.3 +Numeric std dev: 16387892.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 602,584 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:133 (0.0%), false:602,453 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2eyly': 1 (0.0%) + 'azn07': 1 (0.0%) + 'b5h0s': 1 (0.0%) + 'b681m': 1 (0.0%) + 'b6av3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:187,063 (31.0%), false:415,523 (69.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:95,305 (15.8%), false:507,281 (84.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,509, str:77 +Null/Empty: null:602,509, empty_str:10 +String length avg: 6.9 +Unique strings tracked: 41 +Top 5 string values: + 'official': 6 (9.0%) + 'travel': 4 (6.0%) + 'important': 4 (6.0%) + 'solvedcase': 4 (6.0%) + 'dead-link': 4 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 602,586/602,586 (100.0%) +Types: list:602,586 +Null/Empty: empty_arr:602,509 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,506, str:80 +Null/Empty: null:602,506, empty_str:3 +String length avg: 9.2 +Unique strings tracked: 42 +Top 5 string values: + 'Video': 8 (10.4%) + 'Official Source': 6 (7.8%) + 'TRAVEL': 4 (5.2%) + 'Manga Chapter': 4 (5.2%) + 'Solved': 4 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 602,509 (100.0%) + 'richtext': 77 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:47 (0.0%), false:602,539 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,429, dict:157 +Null/Empty: null:602,429 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 602,586/602,586 (100.0%) +Types: dict:602,586 +Null/Empty: empty_obj:602,429 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:479,828 (79.6%), false:122,758 (20.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:7,238, avg:5.0 +Numeric std dev: 39.0 +Unique numbers tracked: 888 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 602,585 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:13,853 (2.3%), false:588,733 (97.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 602,586/602,586 (100.0%) +Types: str:559,105, NoneType:43,481 +Null/Empty: null:43,481 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 521,387 (93.3%) + 'promo_specified': 19,041 (3.4%) + 'promo_adult_nsfw': 9,844 (1.8%) + 'promo_adult': 5,944 (1.1%) + 'no_ads': 1,723 (0.3%) + 'promo_all': 1,094 (0.2%) + 'house_only': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 66.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/2eyly/broken_link/': 1 (0.0%) + '/comments/azn07/not_sure_if_mass_effect_2_is_for_y...': 1 (0.0%) + '/comments/b5h0s/its_the_same_old_story_boy_finds_g...': 1 (0.0%) + '/comments/b681m/test/': 1 (0.0%) + '/comments/b6av3/vps_hosting_starting_at_699_a_mont...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:1,522,531,324, max:1,523,023,660, avg:1522901635.5 +Numeric std dev: 2972.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 602,586/602,586 (100.0%) +Types: int:602,586 +Numeric values: 602,586 total +Numeric range: min:0, max:10,861, avg:6.6 +Numeric std dev: 57.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:602,429, dict:157 +Null/Empty: null:602,429 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 602,586/602,586 (100.0%) +Types: dict:602,586 +Null/Empty: empty_obj:602,429 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +Null/Empty: empty_str:456,173 +String length avg: 162.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,868 (1.3%) + '[removed]': 760 (0.5%) + 'Sometimes it's so frustrating': 3 (0.0%) + 'This is it word for word. I know I'm supposed to s...': 2 (0.0%) + 'eSports Heaven ASRock Tournament of Dignitas vs Wh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:602,586 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:3 (0.0%), false:602,583 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 602,586/602,586 (100.0%) +Types: bool:602,586 +Booleans: true:0 (0.0%), false:602,586 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 9,329 (1.5%) + 'AskReddit': 898 (0.1%) + 'pics': 870 (0.1%) + 'politics': 673 (0.1%) + 'gaming': 528 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 9,329 (1.5%) + 't5_2qh1i': 898 (0.1%) + 't5_2qh0u': 870 (0.1%) + 't5_2cneq': 673 (0.1%) + 't5_2qh03': 528 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 9,329 (1.5%) + 'r/AskReddit': 898 (0.1%) + 'r/pics': 870 (0.1%) + 'r/politics': 673 (0.1%) + 'r/gaming': 528 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 323,309 (53.7%) + 'archived': 276,012 (45.8%) + 'restricted': 3,265 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 602,586/602,586 (100.0%) +Types: NoneType:589,419, str:13,167 +Null/Empty: null:589,419 +String length avg: 9.4 +Unique strings tracked: 6 +String values distribution: + 'confidence': 12,031 (91.4%) + 'top': 547 (4.2%) + 'new': 530 (4.0%) + 'controversial': 34 (0.3%) + 'old': 16 (0.1%) + 'qa': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +Null/Empty: empty_str:113,304 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 407,935 (83.4%) + 'self': 41,907 (8.6%) + 'https://b.thumbs.redditmedia.com/uMRagwXz1-63vM6xH...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/aekLRyTl2a816tlV3...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/Z8tkdyK_2XajCQuWk...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 57.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Academic ‘left’ opposes free speech, academic free...': 9 (0.0%) + '11th Annual White Privilege Conference -- April 7-...': 8 (0.0%) + 'Los Angeles near collapse': 6 (0.0%) + 'Unpopular free speech is NOT protected in the USA': 5 (0.0%) + 'I’m working-class, white and proud of my roots': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 602,586/602,586 (100.0%) +Types: str:602,586 +String length avg: 72.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.daily49er.com/opinion/academic-left-opp...': 9 (0.0%) + 'http://www.uccs.edu/~wpc/': 8 (0.0%) + 'http://www.guardian.co.uk/commentisfree/cifamerica...': 6 (0.0%) + 'http://liveshots.blogs.foxnews.com/2010/02/24/plan...': 5 (0.0%) + 'http://www.youtube.com/watch?v=FLhK8LzT2Rg': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 602,586/602,586 (100.0%) +Types: str:559,105, NoneType:43,481 +Null/Empty: null:43,481 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 518,871 (92.8%) + 'promo_specified': 19,041 (3.4%) + 'promo_adult_nsfw': 12,412 (2.2%) + 'promo_adult': 5,893 (1.1%) + 'no_ads': 1,723 (0.3%) + 'promo_all': 1,093 (0.2%) + 'house_only': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 489,282/602,586 (81.2%) +Types: NoneType:487,997, int:1,285 +Null/Empty: null:487,997 +Numeric values: 1,285 total +Numeric range: min:3, max:140, avg:103.9 +Numeric std dev: 28.8 +Unique numbers tracked: 104 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 489,282/602,586 (81.2%) +Types: NoneType:487,997, int:1,285 +Null/Empty: null:487,997 +Numeric values: 1,285 total +Numeric range: min:4, max:140, avg:134.9 +Numeric std dev: 18.7 +Unique numbers tracked: 7 +Numeric values distribution: + 140: 1,194 (92.9%) + 70: 81 (6.3%) + 50: 5 (0.4%) + 60: 2 (0.2%) + 4: 1 (0.1%) + 40: 1 (0.1%) + 67: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 483,519/602,586 (80.2%) +Types: list:483,519 +Null/Empty: empty_arr:477,266 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 483,519/602,586 (80.2%) +Types: str:483,519 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 477,266 (98.7%) + 'richtext': 6,253 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:1 (0.0%), false:6,083 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:0 (0.0%), false:6,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:0 (0.0%), false:6,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 6,084/602,586 (1.0%) +Types: bool:6,084 +Booleans: true:0 (0.0%), false:6,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,211/602,586 (0.2%) +Types: str:1,211 +String length avg: 4.8 +Unique strings tracked: 4 +String values distribution: + 'link': 809 (66.8%) + 'image': 278 (23.0%) + 'rich:video': 121 (10.0%) + 'self': 3 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,211/602,586 (0.2%) +Types: dict:1,211 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,132/602,586 (0.2%) +Types: bool:1,132 +Booleans: true:1,132 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 319/602,586 (0.1%) +Types: str:267, NoneType:52 +Null/Empty: null:52 +String length avg: 7.9 +Unique strings tracked: 178 +Top 5 string values: + 't2_1ed7b': 16 (6.0%) + 't2_3wro6': 13 (4.9%) + 't2_3qlen': 10 (3.7%) + 't2_38h6u': 7 (2.6%) + 't2_3rllu': 7 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 319/602,586 (0.1%) +Types: list:319 +Null/Empty: empty_arr:319 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 319/602,586 (0.1%) +Types: list:319 +Null/Empty: empty_arr:319 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 319/602,586 (0.1%) +Types: str:319 +String length avg: 57.7 +Unique strings tracked: 275 +Top 5 string values: + 'http://wired.com/repomen': 5 (1.6%) + 'http://www.synchtube.com/': 5 (1.6%) + 'http://www.dealtaker.com/TurboTax-coupon-code-a206...': 4 (1.3%) + 'http://gilesbowkett.blogspot.com/2010/03/programme...': 4 (1.3%) + 'http://www.gamefly.com/promo': 3 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 319/602,586 (0.1%) +Types: bool:319 +Booleans: true:0 (0.0%), false:319 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 319/602,586 (0.1%) +Types: str:319 +Null/Empty: empty_str:319 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 319/602,586 (0.1%) +Types: dict:319 +Null/Empty: empty_obj:319 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 319/602,586 (0.1%) +Types: bool:319 +Booleans: true:319 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 319/602,586 (0.1%) +Types: list:319 +Null/Empty: empty_arr:319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 319/602,586 (0.1%) +Types: NoneType:319 +Null/Empty: null:319 + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 52/602,586 (0.0%) +Types: bool:52 +Booleans: true:0 (0.0%), false:52 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 11/602,586 (0.0%) +Types: str:11 +Null/Empty: empty_str:11 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1/602,586 (0.0%) +Types: str:1 +String length avg: 36.0 +Unique strings tracked: 1 +String values distribution: + '390a84ee-3096-11e5-8982-0ee61c357d3b': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-04.jsonl +Analysis Time: 2026-01-15 06:22:25 +================================================================================ +Total lines: 617,302 +Processed lines: 617,302 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:616,668 (99.9%), false:634 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 451 (0.1%) + 'Phazon': 16 (0.0%) + 'prestony': 10 (0.0%) + 'myshuqian': 8 (0.0%) + 'shallah': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:495,767, str:121,535 +Null/Empty: null:495,767, empty_str:121,533 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:608,519, str:8,783 +Null/Empty: null:608,519, empty_str:1,265 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'us-flag': 182 (2.4%) + 'default': 171 (2.3%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 137 (1.8%) + 'artist': 114 (1.5%) + 'pc': 108 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:608,913, str:8,389 +Null/Empty: null:608,913, empty_str:1,067 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 101 (1.4%) + 'Kansas City Scouts - NHLR': 85 (1.2%) + 'conservationist': 32 (0.4%) + 'Liverpool': 28 (0.4%) + 'Stefan Bellof': 27 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:495,767, str:121,535 +Null/Empty: null:495,767 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 121,535 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:531,025 (86.0%), false:86,277 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:496,111 (80.4%), false:121,191 (19.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:1,270,080,000, max:1,272,671,990, avg:1271413972.0 +Numeric std dev: 746422.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:616,914, str:388 +Null/Empty: null:616,914 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'moderator': 368 (94.8%) + 'admin': 20 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:1 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 113 (0.0%) + 'self.AskReddit': 97 (0.0%) + 'self.reddit.com': 67 (0.0%) + 'imgur.com': 54 (0.0%) + 'i.imgur.com': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 617,302/617,302 (100.0%) +Types: bool:607,024, float:10,278 +Booleans: true:0 (0.0%), false:607,024 (100.0%) +Numeric values: 10,278 total +Numeric range: min:1,270,084,445.0, max:1,522,360,716.0, avg:1273174895.8 +Numeric std dev: 17572386.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 617,301 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:218 (0.0%), false:617,084 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'acypu': 1 (0.0%) + 'b534b': 1 (0.0%) + 'b8led': 1 (0.0%) + 'bcnh7': 1 (0.0%) + 'bdcsx': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:197,563 (32.0%), false:419,739 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:99,795 (16.2%), false:517,507 (83.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:0 (0.0%), false:617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,210, str:92 +Null/Empty: null:617,210, empty_str:15 +String length avg: 8.5 +Unique strings tracked: 39 +Top 5 string values: + 'official': 10 (13.0%) + 'nonwhitelistedchannel': 9 (11.7%) + 'removed': 6 (7.8%) + 'important': 4 (5.2%) + 'news': 4 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 617,302/617,302 (100.0%) +Types: list:617,302 +Null/Empty: empty_arr:617,213 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,209, str:93 +Null/Empty: null:617,209, empty_str:4 +String length avg: 11.9 +Unique strings tracked: 42 +Top 5 string values: + 'Official Source': 10 (11.2%) + 'Non-whitelisted Youtube Channel': 9 (10.1%) + 'Video': 6 (6.7%) + 'Discussion': 5 (5.6%) + 'Manga Chapter': 4 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 617,213 (100.0%) + 'richtext': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:48 (0.0%), false:617,254 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,009, dict:293 +Null/Empty: null:617,009 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 617,302/617,302 (100.0%) +Types: dict:617,302 +Null/Empty: empty_obj:617,009 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:490,480 (79.5%), false:126,822 (20.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:6,980, avg:4.8 +Numeric std dev: 39.5 +Unique numbers tracked: 894 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 617,301 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:14,703 (2.4%), false:602,599 (97.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 617,302/617,302 (100.0%) +Types: str:570,763, NoneType:46,539 +Null/Empty: null:46,539 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 531,025 (93.0%) + 'promo_specified': 18,855 (3.3%) + 'promo_adult_nsfw': 11,078 (1.9%) + 'promo_adult': 6,894 (1.2%) + 'no_ads': 1,800 (0.3%) + 'promo_all': 1,028 (0.2%) + 'house_only': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/acypu/dco_solutions_redditorowned_remote...': 1 (0.0%) + '/comments/b534b/its_amazing_its_a_miracle_its_lolm...': 1 (0.0%) + '/comments/b8led/your_ad_here/': 1 (0.0%) + '/comments/bcnh7/samsung_syncmaster_2333hd_hdtv_wid...': 1 (0.0%) + '/comments/bdcsx/get_a_professional_2nd_opinion_on_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:1,522,865,386, max:1,522,915,965, avg:1522911153.4 +Numeric std dev: 2780.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 617,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 617,302/617,302 (100.0%) +Types: int:617,302 +Numeric values: 617,302 total +Numeric range: min:0, max:4,074, avg:6.7 +Numeric std dev: 52.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:617,009, dict:293 +Null/Empty: null:617,009 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 617,302/617,302 (100.0%) +Types: dict:617,302 +Null/Empty: empty_obj:617,009 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:465,209 +String length avg: 156.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 2,022 (1.3%) + '[removed]': 1,096 (0.7%) + 'April Fools': 3 (0.0%) + 'I think there is a conspiracy.': 2 (0.0%) + 'That is all.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:617,300 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:3 (0.0%), false:617,299 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 617,302/617,302 (100.0%) +Types: bool:617,302 +Booleans: true:1 (0.0%), false:617,301 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 11,596 (1.9%) + 'AskReddit': 1,132 (0.2%) + 'pics': 996 (0.2%) + 'funny': 767 (0.1%) + 'politics': 723 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 11,596 (1.9%) + 't5_2qh1i': 1,132 (0.2%) + 't5_2qh0u': 996 (0.2%) + 't5_2qh33': 767 (0.1%) + 't5_2cneq': 723 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 11,596 (1.9%) + 'r/AskReddit': 1,132 (0.2%) + 'r/pics': 996 (0.2%) + 'r/funny': 767 (0.1%) + 'r/politics': 723 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 6.9 +Unique strings tracked: 3 +String values distribution: + 'public': 329,927 (53.4%) + 'archived': 283,483 (45.9%) + 'restricted': 3,892 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 617,302/617,302 (100.0%) +Types: NoneType:604,010, str:13,292 +Null/Empty: null:604,010 +String length avg: 9.5 +Unique strings tracked: 5 +String values distribution: + 'confidence': 12,250 (92.2%) + 'new': 519 (3.9%) + 'top': 500 (3.8%) + 'qa': 13 (0.1%) + 'old': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:120,692 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 180,848 (36.4%) + 'self': 19,759 (4.0%) + 'https://b.thumbs.redditmedia.com/AQxrKWTZQfi_-Fv4W...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/5daO28UwpCWa66_RW...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/c2fdKYDuL_2StYjEL...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Is Anime Sexy?': 3 (0.0%) + 'Club Player Bonus Codes 2010 Club Player Exclusive...': 3 (0.0%) + ''Lying, cheating, defrauding taxpayer are all OK' ...': 3 (0.0%) + 'The K Street Hustlin’ of Obamacare': 3 (0.0%) + 'Children WILL face 'naked' airport scans, Governme...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 617,302/617,302 (100.0%) +Types: str:617,302 +Null/Empty: empty_str:1 +String length avg: 71.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.nytimes.com/2010/04/01/us/01nsa.html': 3 (0.0%) + 'http://blogs.telegraph.co.uk/news/jamesdelingpole/...': 3 (0.0%) + 'http://cgi.ebay.com/ws/eBayISAPI.dll?ViewItem&...': 3 (0.0%) + 'http://blacklistednews.com/?news_id=8065': 3 (0.0%) + 'http://www.dailymail.co.uk/news/article-1262062/Ch...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 617,302/617,302 (100.0%) +Types: str:570,763, NoneType:46,539 +Null/Empty: null:46,539 +String length avg: 7.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 528,715 (92.6%) + 'promo_specified': 18,855 (3.3%) + 'promo_adult_nsfw': 13,429 (2.4%) + 'promo_adult': 6,855 (1.2%) + 'no_ads': 1,800 (0.3%) + 'promo_all': 1,026 (0.2%) + 'house_only': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 496,610/617,302 (80.4%) +Types: NoneType:494,253, int:2,357 +Null/Empty: null:494,253 +Numeric values: 2,357 total +Numeric range: min:1, max:140, avg:102.8 +Numeric std dev: 29.1 +Unique numbers tracked: 118 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 496,610/617,302 (80.4%) +Types: NoneType:494,253, int:2,357 +Null/Empty: null:494,253 +Numeric values: 2,357 total +Numeric range: min:1, max:140, avg:134.8 +Numeric std dev: 19.0 +Unique numbers tracked: 9 +Numeric values distribution: + 140: 2,191 (93.0%) + 70: 148 (6.3%) + 50: 9 (0.4%) + 1: 3 (0.1%) + 64: 2 (0.1%) + 4: 1 (0.0%) + 6: 1 (0.0%) + 65: 1 (0.0%) + 60: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 496,111/617,302 (80.4%) +Types: list:496,111 +Null/Empty: empty_arr:488,789 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 496,111/617,302 (80.4%) +Types: str:496,111 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 488,789 (98.5%) + 'richtext': 7,322 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 9,590/617,302 (1.6%) +Types: bool:9,590 +Booleans: true:9,590 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:2 (0.0%), false:5,464 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:0 (0.0%), false:5,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:0 (0.0%), false:5,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,466/617,302 (0.9%) +Types: bool:5,466 +Booleans: true:0 (0.0%), false:5,466 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,208/617,302 (0.4%) +Types: str:2,208 +String length avg: 4.8 +Unique strings tracked: 4 +String values distribution: + 'link': 1,512 (68.5%) + 'image': 461 (20.9%) + 'rich:video': 228 (10.3%) + 'self': 7 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,208/617,302 (0.4%) +Types: dict:2,208 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 634/617,302 (0.1%) +Types: str:492, NoneType:142 +Null/Empty: null:142 +String length avg: 7.9 +Unique strings tracked: 296 +Top 5 string values: + 't2_1uzpp': 44 (8.9%) + 't2_1ed7b': 16 (3.3%) + 't2_3xm8y': 15 (3.0%) + 't2_3z068': 11 (2.2%) + 't2_3ankc': 9 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 634/617,302 (0.1%) +Types: list:634 +Null/Empty: empty_arr:634 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 634/617,302 (0.1%) +Types: list:634 +Null/Empty: empty_arr:634 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 634/617,302 (0.1%) +Types: str:634 +Null/Empty: empty_str:1 +String length avg: 48.9 +Unique strings tracked: 493 +Top 5 string values: + 'http://WWW.aonedesignershop.COM': 7 (1.1%) + 'http://www.senddown.com': 6 (0.9%) + 'http://www.bursakampanya.com': 6 (0.9%) + 'http://www.dream-asians.com': 6 (0.9%) + 'http://convo.us': 6 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 634/617,302 (0.1%) +Types: bool:634 +Booleans: true:0 (0.0%), false:634 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 634/617,302 (0.1%) +Types: str:634 +Null/Empty: empty_str:634 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 634/617,302 (0.1%) +Types: dict:634 +Null/Empty: empty_obj:634 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 634/617,302 (0.1%) +Types: bool:634 +Booleans: true:634 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 634/617,302 (0.1%) +Types: list:634 +Null/Empty: empty_arr:634 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 634/617,302 (0.1%) +Types: NoneType:634 +Null/Empty: null:634 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 28/617,302 (0.0%) +Types: str:28 +Null/Empty: empty_str:28 + +──────────────────────────────────────────────────────────── +FIELD: ban_note Occurrence: 1/617,302 (0.0%) +Types: NoneType:1 +Null/Empty: null:1 + +================================================================================ + +================================================================================ +FILE: RS_2010-05.jsonl +Analysis Time: 2026-01-15 06:23:02 +================================================================================ +Total lines: 515,637 +Processed lines: 515,637 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:514,843 (99.8%), false:794 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 462 (0.1%) + 'shamansun': 14 (0.0%) + 'darkmannx': 13 (0.0%) + 'shallah': 12 (0.0%) + 'mellowmonk': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:393,167, str:122,470 +Null/Empty: null:393,167, empty_str:122,466 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:506,448, str:9,189 +Null/Empty: null:506,448, empty_str:1,404 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 213 (2.7%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 154 (2.0%) + 'lastfm': 143 (1.8%) + 'no-knight': 133 (1.7%) + 'artist': 114 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:506,857, str:8,780 +Null/Empty: null:506,857, empty_str:973 +String length avg: 14.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kansas City Scouts - NHLR': 62 (0.8%) + 'Protoss': 37 (0.5%) + 'conservationist': 35 (0.4%) + 'Zerg': 28 (0.4%) + '-queerdo': 27 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:393,167, str:122,470 +Null/Empty: null:393,167 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 122,470 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:435,639 (84.5%), false:79,998 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:393,459 (76.3%), false:122,178 (23.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:1,272,672,001, max:1,275,350,384, avg:1273950462.7 +Numeric std dev: 747938.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,235, str:402 +Null/Empty: null:515,235 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 388 (96.5%) + 'admin': 14 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +Null/Empty: empty_str:1 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 141 (0.0%) + 'self.AskReddit': 83 (0.0%) + 'imgur.com': 79 (0.0%) + 'self.reddit.com': 77 (0.0%) + 'i.imgur.com': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 515,637/515,637 (100.0%) +Types: bool:505,190, float:10,447 +Booleans: true:0 (0.0%), false:505,190 (100.0%) +Numeric values: 10,447 total +Numeric range: min:1,272,675,809.0, max:1,522,865,294.0, avg:1275568673.5 +Numeric std dev: 16089902.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 515,636 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:200 (0.0%), false:515,437 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'byk3e': 1 (0.0%) + 'byk3f': 1 (0.0%) + 'byk3g': 1 (0.0%) + 'byk3h': 1 (0.0%) + 'byk3i': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:214,943 (41.7%), false:300,694 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:96,361 (18.7%), false:419,276 (81.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:0 (0.0%), false:515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,532, str:105 +Null/Empty: null:515,532, empty_str:8 +String length avg: 7.6 +Unique strings tracked: 43 +Top 5 string values: + 'missingflair': 12 (12.4%) + 'removed': 7 (7.2%) + 'official': 7 (7.2%) + 'solvedcase': 6 (6.2%) + 'travel': 5 (5.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 515,637/515,637 (100.0%) +Types: list:515,637 +Null/Empty: empty_arr:515,542 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,529, str:108 +Null/Empty: null:515,529, empty_str:13 +String length avg: 9.3 +Unique strings tracked: 51 +Top 5 string values: + 'Official Source': 7 (7.4%) + 'Solved': 6 (6.3%) + 'TRAVEL': 5 (5.3%) + 'text': 5 (5.3%) + 'ATN': 4 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 515,542 (100.0%) + 'richtext': 95 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:64 (0.0%), false:515,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,370, dict:267 +Null/Empty: null:515,370 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 515,637/515,637 (100.0%) +Types: dict:515,637 +Null/Empty: empty_obj:515,370 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:381,866 (74.1%), false:133,771 (25.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:0, max:7,564, avg:5.8 +Numeric std dev: 41.2 +Unique numbers tracked: 892 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:16,267 (3.2%), false:499,370 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 515,637/515,637 (100.0%) +Types: str:474,753, NoneType:40,884 +Null/Empty: null:40,884 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 435,639 (91.8%) + 'promo_specified': 18,534 (3.9%) + 'promo_adult_nsfw': 11,856 (2.5%) + 'promo_adult': 6,112 (1.3%) + 'no_ads': 1,654 (0.3%) + 'promo_all': 855 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/politics/comments/byk3e/the_house_of_representa...': 1 (0.0%) + '/r/cute/comments/byk3f/leopard_cuddles_baby_baboon...': 1 (0.0%) + '/r/reddit.com/comments/byk3g/st_louis_refinancing_...': 1 (0.0%) + '/r/reddit.com/comments/byk3h/donate_your_car_today...': 1 (0.0%) + '/r/reddit.com/comments/byk3i/new_beta_unshackles_m...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:1,522,915,965, max:1,522,924,170, avg:1522920031.2 +Numeric std dev: 2364.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 515,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 515,637/515,637 (100.0%) +Types: int:515,637 +Numeric values: 515,637 total +Numeric range: min:0, max:3,429, avg:7.8 +Numeric std dev: 54.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:515,370, dict:267 +Null/Empty: null:515,370 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 515,637/515,637 (100.0%) +Types: dict:515,637 +Null/Empty: empty_obj:515,370 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +Null/Empty: empty_str:367,129 +String length avg: 172.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,938 (1.3%) + '[removed]': 706 (0.5%) + 'The £2.88 a week marriage proposal is a joke and a...': 2 (0.0%) + 'I am a female... and I Have a hairy bum. I have tr...': 1 (0.0%) + 'I scored 99th percentile on the PSATs but I'm stil...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:515,636 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:4 (0.0%), false:515,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 515,637/515,637 (100.0%) +Types: bool:515,637 +Booleans: true:1 (0.0%), false:515,636 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 8,689 (1.7%) + 'RapidshareList': 1,370 (0.3%) + 'AskReddit': 954 (0.2%) + 'pics': 809 (0.2%) + 'politics': 569 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 8,689 (1.7%) + 't5_2riqk': 1,370 (0.3%) + 't5_2qh1i': 954 (0.2%) + 't5_2qh0u': 809 (0.2%) + 't5_2cneq': 569 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 8,689 (1.7%) + 'r/RapidshareList': 1,370 (0.3%) + 'r/AskReddit': 954 (0.2%) + 'r/pics': 809 (0.2%) + 'r/politics': 569 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 6.8 +Unique strings tracked: 3 +String values distribution: + 'public': 312,009 (60.5%) + 'archived': 199,301 (38.7%) + 'restricted': 4,327 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 515,637/515,637 (100.0%) +Types: NoneType:502,904, str:12,733 +Null/Empty: null:502,904 +String length avg: 9.5 +Unique strings tracked: 5 +String values distribution: + 'confidence': 11,818 (92.8%) + 'top': 456 (3.6%) + 'new': 438 (3.4%) + 'old': 11 (0.1%) + 'qa': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +Null/Empty: empty_str:128,773 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 234,352 (60.6%) + 'self': 32,352 (8.4%) + 'https://a.thumbs.redditmedia.com/X_t3i5KUzVLFVnqij...': 5 (0.0%) + 'https://b.thumbs.redditmedia.com/EuTZGtO4614T6rJAb...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/osqs5xbANn5sCPuvj...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 58.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Book Editing Book Editor Professional Editing T...': 18 (0.0%) + 'Kitchen Design Photos | Interior Design | Kitchen ...': 4 (0.0%) + '“You Got Bailed Out We Got Sold Out”–Thousands Pro...': 3 (0.0%) + 'Protip: If you make counterfeit money don't post p...': 2 (0.0%) + 'Geek Gang Signs': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 515,637/515,637 (100.0%) +Types: str:515,637 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=qSf13AS2Owk': 3 (0.0%) + 'http://www.onlinegamblingportal.co.uk/lemur-vid.ht...': 3 (0.0%) + 'http://dandelionsalad.wordpress.com/2010/04/30/%e2...': 3 (0.0%) + 'http://www.youtube.com/watch?v=O5XFH36UdQ4&fea...': 2 (0.0%) + 'http://imgur.com/oSgN8': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 515,637/515,637 (100.0%) +Types: str:474,753, NoneType:40,884 +Null/Empty: null:40,884 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 433,114 (91.2%) + 'promo_specified': 18,534 (3.9%) + 'promo_adult_nsfw': 14,430 (3.0%) + 'promo_adult': 6,067 (1.3%) + 'no_ads': 1,654 (0.3%) + 'promo_all': 851 (0.2%) + 'house_only': 103 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 393,459/515,637 (76.3%) +Types: list:393,459 +Null/Empty: empty_arr:385,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 393,459/515,637 (76.3%) +Types: str:393,459 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 385,652 (98.0%) + 'richtext': 7,807 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 386,864/515,637 (75.0%) +Types: NoneType:384,761, int:2,103 +Null/Empty: null:384,761 +Numeric values: 2,103 total +Numeric range: min:1, max:140, avg:103.6 +Numeric std dev: 29.2 +Unique numbers tracked: 116 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 386,864/515,637 (75.0%) +Types: NoneType:384,761, int:2,103 +Null/Empty: null:384,761 +Numeric values: 2,103 total +Numeric range: min:1, max:140, avg:134.9 +Numeric std dev: 19.1 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 1,959 (93.2%) + 70: 126 (6.0%) + 50: 5 (0.2%) + 64: 2 (0.1%) + 40: 2 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,308/515,637 (1.0%) +Types: bool:5,308 +Booleans: true:0 (0.0%), false:5,308 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 3,243/515,637 (0.6%) +Types: bool:3,243 +Booleans: true:3,243 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,946/515,637 (0.4%) +Types: str:1,946 +String length avg: 4.9 +Unique strings tracked: 4 +String values distribution: + 'link': 1,233 (63.4%) + 'image': 489 (25.1%) + 'rich:video': 220 (11.3%) + 'self': 4 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,946/515,637 (0.4%) +Types: dict:1,946 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 794/515,637 (0.2%) +Types: str:589, NoneType:205 +Null/Empty: null:205 +String length avg: 8.0 +Unique strings tracked: 370 +Top 5 string values: + 't2_1uzpp': 77 (13.1%) + 't2_3xm8y': 13 (2.2%) + 't2_41wty': 13 (2.2%) + 't2_1ed7b': 10 (1.7%) + 't2_3z068': 10 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 794/515,637 (0.2%) +Types: list:794 +Null/Empty: empty_arr:794 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 794/515,637 (0.2%) +Types: list:794 +Null/Empty: empty_arr:794 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 794/515,637 (0.2%) +Types: str:794 +String length avg: 53.4 +Unique strings tracked: 684 +Top 5 string values: + 'http://flexyourrights.org/10_Rules/': 12 (1.5%) + 'http://www.google.com': 6 (0.8%) + 'http://www.nerdkits.com/': 5 (0.6%) + 'http://convo.us': 5 (0.6%) + 'http://google.com': 4 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 794/515,637 (0.2%) +Types: bool:794 +Booleans: true:0 (0.0%), false:794 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 794/515,637 (0.2%) +Types: str:794 +Null/Empty: empty_str:794 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 794/515,637 (0.2%) +Types: dict:794 +Null/Empty: empty_obj:794 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 794/515,637 (0.2%) +Types: bool:794 +Booleans: true:794 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 794/515,637 (0.2%) +Types: list:794 +Null/Empty: empty_arr:794 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 794/515,637 (0.2%) +Types: NoneType:794 +Null/Empty: null:794 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 20/515,637 (0.0%) +Types: str:20 +Null/Empty: empty_str:20 + +──────────────────────────────────────────────────────────── +FIELD: ban_note Occurrence: 5/515,637 (0.0%) +Types: NoneType:5 +Null/Empty: null:5 + +================================================================================ + +================================================================================ +FILE: RS_2010-06.jsonl +Analysis Time: 2026-01-15 06:23:36 +================================================================================ +Total lines: 478,396 +Processed lines: 478,396 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:477,815 (99.9%), false:581 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 547 (0.1%) + 'rejectpariah': 20 (0.0%) + 'anutensil': 18 (0.0%) + 'dvance': 9 (0.0%) + 'jack_alexander': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:350,004, str:128,392 +Null/Empty: null:350,004, empty_str:128,390 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:467,893, str:10,503 +Null/Empty: null:467,893, empty_str:1,374 +String length avg: 11.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NHLR-KansasCityScouts-sheet1-col17-row21': 179 (2.0%) + 'default': 148 (1.6%) + 'lastfm': 115 (1.3%) + 'artist': 103 (1.1%) + 's1 1 team-1 country-eng': 103 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:468,354, str:10,042 +Null/Empty: null:468,354, empty_str:1,158 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Kansas City Scouts - NHLR': 82 (0.9%) + 'Arsenal': 40 (0.5%) + 'America': 39 (0.4%) + 'Atheist': 31 (0.3%) + 'Liverpool': 30 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:350,004, str:128,392 +Null/Empty: null:350,004 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 128,392 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:399,546 (83.5%), false:78,850 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:350,354 (73.2%), false:128,042 (26.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:1,275,350,411, max:1,277,942,391, avg:1276642324.0 +Numeric std dev: 748204.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,055, str:341 +Null/Empty: null:478,055 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 335 (98.2%) + 'admin': 6 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +Null/Empty: empty_str:9 +String length avg: 15.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 160 (0.0%) + 'imgur.com': 124 (0.0%) + 'self.AskReddit': 118 (0.0%) + 'i.imgur.com': 98 (0.0%) + 'self.reddit.com': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 478,396/478,396 (100.0%) +Types: bool:467,164, float:11,232 +Booleans: true:0 (0.0%), false:467,164 (100.0%) +Numeric values: 11,232 total +Numeric range: min:1,275,354,167.0, max:1,521,756,443.0, avg:1278052311.4 +Numeric std dev: 15573549.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 478,394 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:185 (0.0%), false:478,211 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ca1y6': 1 (0.0%) + 'ca1y7': 1 (0.0%) + 'ca1y8': 1 (0.0%) + 'ca1y9': 1 (0.0%) + 'ca1ya': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:225,566 (47.2%), false:252,830 (52.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:96,585 (20.2%), false:381,811 (79.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,296, str:100 +Null/Empty: null:478,296, empty_str:12 +String length avg: 8.2 +Unique strings tracked: 51 +Top 5 string values: + 'dead-link': 7 (8.0%) + 'official': 5 (5.7%) + 'solvedcase': 4 (4.5%) + 'history': 4 (4.5%) + 'missingflair': 3 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 478,396/478,396 (100.0%) +Types: list:478,396 +Null/Empty: empty_arr:478,295 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,290, str:106 +Null/Empty: null:478,290, empty_str:5 +String length avg: 10.2 +Unique strings tracked: 62 +Top 5 string values: + 'He's Dead Jim!': 7 (6.9%) + 'Solved': 6 (5.9%) + 'Official Source': 5 (5.0%) + 'HISTORY': 4 (4.0%) + 'Manga Chapter': 3 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 478,295 (100.0%) + 'richtext': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:40 (0.0%), false:478,356 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,205, dict:191 +Null/Empty: null:478,205 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 478,396/478,396 (100.0%) +Types: dict:478,396 +Null/Empty: empty_obj:478,205 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:332,737 (69.6%), false:145,659 (30.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:5,535, avg:6.7 +Numeric std dev: 45.4 +Unique numbers tracked: 920 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 478,395 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:16,654 (3.5%), false:461,742 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 478,396/478,396 (100.0%) +Types: str:439,714, NoneType:38,682 +Null/Empty: null:38,682 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 399,546 (90.9%) + 'promo_specified': 18,571 (4.2%) + 'promo_adult_nsfw': 12,383 (2.8%) + 'promo_adult': 6,352 (1.4%) + 'no_ads': 1,733 (0.4%) + 'promo_all': 958 (0.2%) + 'house_only': 171 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 65.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/technology/comments/ca1y6/google_ditches_window...': 1 (0.0%) + '/r/reddit.com/comments/ca1y7/euro_scooter_get_the_...': 1 (0.0%) + '/r/funny/comments/ca1y8/what_is_worse_than_finding...': 1 (0.0%) + '/r/offbeat/comments/ca1y9/this_man_is_the_definiti...': 1 (0.0%) + '/r/politics/comments/ca1ya/pictures_from_the_proil...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:1,522,924,170, max:1,522,931,979, avg:1522928084.2 +Numeric std dev: 2254.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 478,396/478,396 (100.0%) +Types: int:478,396 +Numeric values: 478,396 total +Numeric range: min:0, max:4,373, avg:8.8 +Numeric std dev: 57.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:478,205, dict:191 +Null/Empty: null:478,205 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 478,396/478,396 (100.0%) +Types: dict:478,396 +Null/Empty: empty_obj:478,205 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +Null/Empty: empty_str:326,961 +String length avg: 176.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,944 (1.3%) + '[removed]': 563 (0.4%) + 'So I got my Starcraft 2 beta key and as all excite...': 5 (0.0%) + 'So ladies and gentlemen. + +I opened up the [/r/redd...': 3 (0.0%) + 'I love it.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:478,395 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:10 (0.0%), false:478,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 478,396/478,396 (100.0%) +Types: bool:478,396 +Booleans: true:0 (0.0%), false:478,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 5,173 (1.1%) + 'pics': 841 (0.2%) + 'AskReddit': 725 (0.2%) + 'politics': 637 (0.1%) + 'worldnews': 503 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 5,173 (1.1%) + 't5_2qh0u': 841 (0.2%) + 't5_2qh1i': 725 (0.2%) + 't5_2cneq': 637 (0.1%) + 't5_2qh13': 503 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 5,173 (1.1%) + 'r/pics': 841 (0.2%) + 'r/AskReddit': 725 (0.2%) + 'r/politics': 637 (0.1%) + 'r/worldnews': 503 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 6.7 +Unique strings tracked: 3 +String values distribution: + 'public': 318,432 (66.6%) + 'archived': 156,171 (32.6%) + 'restricted': 3,793 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 478,396/478,396 (100.0%) +Types: NoneType:466,219, str:12,177 +Null/Empty: null:466,219 +String length avg: 9.5 +Unique strings tracked: 6 +String values distribution: + 'confidence': 11,239 (92.3%) + 'new': 457 (3.8%) + 'top': 401 (3.3%) + 'controversial': 40 (0.3%) + 'qa': 33 (0.3%) + 'old': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 478,396/478,396 (100.0%) +Types: str:478,395, NoneType:1 +Null/Empty: null:1, empty_str:138,559 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 213,670 (62.9%) + 'self': 39,715 (11.7%) + 'https://b.thumbs.redditmedia.com/zYpga0TZjUq_roM1h...': 8 (0.0%) + 'https://b.thumbs.redditmedia.com/IRNxuFa8Oz6NRKlrp...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/VuKrVotcA6-lQpmRZ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 58.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Carmen Hayes': 7 (0.0%) + 'Ava Lauren + Sienna West': 7 (0.0%) + 'Aria Giovanni + Shay Laren': 5 (0.0%) + 'Google ditches Windows on security concerns': 3 (0.0%) + '"Anti-Israel does not equal anti-Semitic (PIC) "(q...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 478,396/478,396 (100.0%) +Types: str:478,396 +String length avg: 70.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://rejectpariah.tumblr.com/post/418111678/carm...': 7 (0.0%) + 'http://rejectpariah.tumblr.com/post/295223322/ava-...': 7 (0.0%) + 'http://rejectpariah.tumblr.com/post/624021246/aria...': 5 (0.0%) + 'http://www.ft.com/cms/s/2/d2f3f04e-6ccf-11df-91c8-...': 3 (0.0%) + 'http://www.reddead.net/forums/thread-x-files-red-d...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 478,396/478,396 (100.0%) +Types: str:439,714, NoneType:38,682 +Null/Empty: null:38,682 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 397,158 (90.3%) + 'promo_specified': 18,571 (4.2%) + 'promo_adult_nsfw': 14,813 (3.4%) + 'promo_adult': 6,312 (1.4%) + 'no_ads': 1,733 (0.4%) + 'promo_all': 956 (0.2%) + 'house_only': 171 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 350,354/478,396 (73.2%) +Types: list:350,354 +Null/Empty: empty_arr:341,470 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 350,354/478,396 (73.2%) +Types: str:350,354 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 341,470 (97.5%) + 'richtext': 8,884 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 339,836/478,396 (71.0%) +Types: NoneType:338,332, int:1,504 +Null/Empty: null:338,332 +Numeric values: 1,504 total +Numeric range: min:1, max:140, avg:105.2 +Numeric std dev: 28.2 +Unique numbers tracked: 103 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 339,836/478,396 (71.0%) +Types: NoneType:338,332, int:1,504 +Null/Empty: null:338,332 +Numeric values: 1,504 total +Numeric range: min:1, max:140, avg:135.9 +Numeric std dev: 17.5 +Unique numbers tracked: 10 +Numeric values distribution: + 140: 1,421 (94.5%) + 70: 72 (4.8%) + 40: 2 (0.1%) + 1: 2 (0.1%) + 50: 2 (0.1%) + 3: 1 (0.1%) + 69: 1 (0.1%) + 48: 1 (0.1%) + 17: 1 (0.1%) + 41: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,795/478,396 (1.0%) +Types: bool:4,795 +Booleans: true:0 (0.0%), false:4,795 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,850/478,396 (0.4%) +Types: bool:1,850 +Booleans: true:1,850 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,402/478,396 (0.3%) +Types: str:1,402 +String length avg: 5.0 +Unique strings tracked: 4 +String values distribution: + 'link': 828 (59.1%) + 'image': 412 (29.4%) + 'rich:video': 154 (11.0%) + 'self': 8 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,402/478,396 (0.3%) +Types: dict:1,402 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 581/478,396 (0.1%) +Types: str:460, NoneType:121 +Null/Empty: null:121 +String length avg: 8.0 +Unique strings tracked: 314 +Top 5 string values: + 't2_1uzpp': 60 (13.0%) + 't2_1ed7b': 10 (2.2%) + 't2_3xm8y': 7 (1.5%) + 't2_455r1': 7 (1.5%) + 't2_3z068': 6 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 581/478,396 (0.1%) +Types: list:581 +Null/Empty: empty_arr:581 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 581/478,396 (0.1%) +Types: list:581 +Null/Empty: empty_arr:581 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 581/478,396 (0.1%) +Types: str:581 +String length avg: 56.2 +Unique strings tracked: 523 +Top 5 string values: + 'http://apps.facebook.com/konektme/': 5 (0.9%) + 'http://gamefly.com/promo': 4 (0.7%) + 'http://www.amazon.com/gp/product/B0000AOX0F?ie=UTF...': 3 (0.5%) + 'http://www.amazon.com/gp/product/B003GAN4QI?ie=UTF...': 3 (0.5%) + 'http://www.stdmatch.net': 3 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 581/478,396 (0.1%) +Types: bool:581 +Booleans: true:0 (0.0%), false:581 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 581/478,396 (0.1%) +Types: str:581 +Null/Empty: empty_str:581 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 581/478,396 (0.1%) +Types: dict:581 +Null/Empty: empty_obj:581 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 581/478,396 (0.1%) +Types: bool:581 +Booleans: true:581 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 581/478,396 (0.1%) +Types: list:581 +Null/Empty: empty_arr:581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 581/478,396 (0.1%) +Types: NoneType:581 +Null/Empty: null:581 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 10/478,396 (0.0%) +Types: str:10 +Null/Empty: empty_str:10 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/478,396 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (50.0%) + 'fd1a3246-c141-11e3-9c65-12313b0e88c2': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-07.jsonl +Analysis Time: 2026-01-15 06:24:15 +================================================================================ +Total lines: 504,098 +Processed lines: 504,098 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:503,450 (99.9%), false:648 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 502 (0.1%) + 'discdigger': 15 (0.0%) + 'mayonesa': 12 (0.0%) + 'PhxClassWarCouncil': 12 (0.0%) + 'jamespetersen': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:368,319, str:135,779 +Null/Empty: null:368,319, empty_str:135,777 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:491,741, str:12,357 +Null/Empty: null:491,741, empty_str:1,697 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 97 (0.9%) + 'us-flag': 87 (0.8%) + 'artist': 78 (0.7%) + 's1 7 team-7 country-usa': 64 (0.6%) + 'userGray': 64 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:492,230, str:11,868 +Null/Empty: null:492,230, empty_str:1,652 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America': 59 (0.6%) + 'United States': 55 (0.5%) + 'Arsenal': 37 (0.4%) + 'colorist': 32 (0.3%) + 'Kansas City Scouts - NHLR': 32 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:368,319, str:135,779 +Null/Empty: null:368,319 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 135,779 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:418,334 (83.0%), false:85,764 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:368,713 (73.1%), false:135,385 (26.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:1,277,942,406, max:1,280,620,787, avg:1279311667.5 +Numeric std dev: 765944.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,569, str:529 +Null/Empty: null:503,569 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 515 (97.4%) + 'admin': 14 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +Null/Empty: empty_str:2 +String length avg: 15.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 152 (0.0%) + 'self.AskReddit': 121 (0.0%) + 'imgur.com': 92 (0.0%) + 'i.imgur.com': 78 (0.0%) + 'self.reddit.com': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 504,098/504,098 (100.0%) +Types: bool:489,613, float:14,485 +Booleans: true:0 (0.0%), false:489,613 (100.0%) +Numeric values: 14,485 total +Numeric range: min:1,277,946,014.0, max:1,521,756,442.0, avg:1280982018.0 +Numeric std dev: 16559883.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 504,093 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:159 (0.0%), false:503,939 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ckqjp': 1 (0.0%) + 'ckqjq': 1 (0.0%) + 'ckqjr': 1 (0.0%) + 'ckqjs': 1 (0.0%) + 'ckqjt': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:232,194 (46.1%), false:271,904 (53.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:109,249 (21.7%), false:394,849 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:0 (0.0%), false:504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,993, str:105 +Null/Empty: null:503,993, empty_str:18 +String length avg: 7.6 +Unique strings tracked: 39 +Top 5 string values: + 'solvedcase': 8 (9.2%) + 'rock': 5 (5.7%) + 'nonwhitelistedchannel': 5 (5.7%) + 'travel': 5 (5.7%) + 'tbt': 5 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 504,098/504,098 (100.0%) +Types: list:504,098 +Null/Empty: empty_arr:503,984 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,980, str:118 +Null/Empty: null:503,980, empty_str:4 +String length avg: 9.1 +Unique strings tracked: 58 +Top 5 string values: + 'Solved': 8 (7.0%) + 'Rock': 5 (4.4%) + 'Non-whitelisted Youtube Channel': 5 (4.4%) + 'TRAVEL': 5 (4.4%) + '(To be tagged...)': 5 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 503,984 (100.0%) + 'richtext': 114 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:47 (0.0%), false:504,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,912, dict:186 +Null/Empty: null:503,912 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 504,098/504,098 (100.0%) +Types: dict:504,098 +Null/Empty: empty_obj:503,912 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:350,928 (69.6%), false:153,170 (30.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:0, max:7,470, avg:7.4 +Numeric std dev: 51.9 +Unique numbers tracked: 980 + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:16,433 (3.3%), false:487,665 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 504,098/504,098 (100.0%) +Types: str:461,633, NoneType:42,465 +Null/Empty: null:42,465 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 418,334 (90.6%) + 'promo_specified': 18,786 (4.1%) + 'promo_adult_nsfw': 12,000 (2.6%) + 'promo_adult': 9,166 (2.0%) + 'no_ads': 1,950 (0.4%) + 'promo_all': 1,208 (0.3%) + 'house_only': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Android/comments/ckqjp/have_the_droid_incredibl...': 1 (0.0%) + '/r/UniversityofReddit/comments/ckqjq/class_introdu...': 1 (0.0%) + '/r/sports/comments/ckqjr/how_mariano_rivera_domina...': 1 (0.0%) + '/r/economy/comments/ckqjs/the_house_of_representat...': 1 (0.0%) + '/r/reddit.com/comments/ckqjt/carl_herold_google_fa...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:1,522,931,979, max:1,522,940,221, avg:1522936101.3 +Numeric std dev: 2384.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 504,098 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 504,098/504,098 (100.0%) +Types: int:504,098 +Numeric values: 504,098 total +Numeric range: min:0, max:3,456, avg:8.9 +Numeric std dev: 58.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:503,912, dict:186 +Null/Empty: null:503,912 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 504,098/504,098 (100.0%) +Types: dict:504,098 +Null/Empty: empty_obj:503,912 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +Null/Empty: empty_str:336,795 +String length avg: 198.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,719 (1.0%) + '[removed]': 489 (0.3%) + 'Seriously.': 2 (0.0%) + 'Long story my ex got HIV(don't ask, not her fault)...': 2 (0.0%) + '***4th of July Anti-Imperialist Picnic*** + +Date: S...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:504,096 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:12 (0.0%), false:504,086 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 504,098/504,098 (100.0%) +Types: bool:504,098 +Booleans: true:1 (0.0%), false:504,097 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 4,896 (1.0%) + 'pics': 702 (0.1%) + 'AskReddit': 633 (0.1%) + 'politics': 437 (0.1%) + 'funny': 416 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 4,896 (1.0%) + 't5_2qh0u': 702 (0.1%) + 't5_2qh1i': 633 (0.1%) + 't5_2cneq': 437 (0.1%) + 't5_2qh33': 416 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 4,896 (1.0%) + 'r/pics': 702 (0.1%) + 'r/AskReddit': 633 (0.1%) + 'r/politics': 437 (0.1%) + 'r/funny': 416 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 6.7 +Unique strings tracked: 4 +String values distribution: + 'public': 344,823 (68.4%) + 'archived': 153,515 (30.5%) + 'restricted': 3,888 (0.8%) + 'gold_only': 1,872 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 504,098/504,098 (100.0%) +Types: NoneType:490,634, str:13,464 +Null/Empty: null:490,634 +String length avg: 9.5 +Unique strings tracked: 6 +String values distribution: + 'confidence': 12,396 (92.1%) + 'top': 591 (4.4%) + 'new': 431 (3.2%) + 'qa': 21 (0.2%) + 'controversial': 13 (0.1%) + 'old': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +Null/Empty: empty_str:135,503 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 237,935 (64.6%) + 'self': 49,896 (13.5%) + 'https://a.thumbs.redditmedia.com/ef0sqVXOhZ8pAZZWl...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/fZiNt9iVSzEpFKC7w...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/noQdS0lWqx5WvOxLZ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 58.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'My Kids Saw These Creepy Bunnies and Screamed Like...': 5 (0.0%) + 'Listen!': 3 (0.0%) + 'Leaders of the Tea party should remember what happ...': 3 (0.0%) + 'Republicans are so opposed to Wall Street regulati...': 3 (0.0%) + 'Filmmaker Rob Spence was blinded in his right eye,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 504,098/504,098 (100.0%) +Types: str:504,098 +String length avg: 70.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.watchonepiecepoint.com/2010/06/40-creep...': 8 (0.0%) + 'http://vimeo.com/12409899': 5 (0.0%) + 'http://www.reuters.com/article/idUSTRE65T6OR201006...': 3 (0.0%) + 'http://en.wikipedia.org/wiki/Night_of_the_Long_Kni...': 3 (0.0%) + 'http://tpmdc.talkingpointsmemo.com/2010/06/did-rep...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 504,098/504,098 (100.0%) +Types: str:461,633, NoneType:42,465 +Null/Empty: null:42,465 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 415,602 (90.0%) + 'promo_specified': 18,786 (4.1%) + 'promo_adult_nsfw': 14,805 (3.2%) + 'promo_adult': 9,097 (2.0%) + 'no_ads': 1,950 (0.4%) + 'promo_all': 1,204 (0.3%) + 'house_only': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 368,713/504,098 (73.1%) +Types: list:368,713 +Null/Empty: empty_arr:358,497 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 368,713/504,098 (73.1%) +Types: str:368,713 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 358,497 (97.2%) + 'richtext': 10,216 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 368,595/504,098 (73.1%) +Types: NoneType:367,113, int:1,482 +Null/Empty: null:367,113 +Numeric values: 1,482 total +Numeric range: min:1, max:140, avg:105.0 +Numeric std dev: 28.8 +Unique numbers tracked: 101 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 368,595/504,098 (73.1%) +Types: NoneType:367,113, int:1,482 +Null/Empty: null:367,113 +Numeric values: 1,482 total +Numeric range: min:1, max:140, avg:135.8 +Numeric std dev: 17.6 +Unique numbers tracked: 10 +Numeric values distribution: + 140: 1,400 (94.5%) + 70: 69 (4.7%) + 50: 5 (0.3%) + 4: 2 (0.1%) + 16: 1 (0.1%) + 40: 1 (0.1%) + 45: 1 (0.1%) + 48: 1 (0.1%) + 52: 1 (0.1%) + 1: 1 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:0 (0.0%), false:4,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:1 (0.0%), false:4,666 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:0 (0.0%), false:4,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,667/504,098 (0.9%) +Types: bool:4,667 +Booleans: true:0 (0.0%), false:4,667 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,385/504,098 (0.3%) +Types: str:1,385 +String length avg: 5.0 +Unique strings tracked: 4 +String values distribution: + 'link': 769 (55.5%) + 'image': 442 (31.9%) + 'rich:video': 165 (11.9%) + 'self': 9 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,385/504,098 (0.3%) +Types: dict:1,385 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,249/504,098 (0.2%) +Types: bool:1,249 +Booleans: true:1,249 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 648/504,098 (0.1%) +Types: str:503, NoneType:145 +Null/Empty: null:145 +String length avg: 8.0 +Unique strings tracked: 383 +Top 5 string values: + 't2_1uzpp': 34 (6.8%) + 't2_44w2w': 6 (1.2%) + 't2_467it': 6 (1.2%) + 't2_44afd': 5 (1.0%) + 't2_1vz5': 5 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 648/504,098 (0.1%) +Types: list:648 +Null/Empty: empty_arr:648 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 648/504,098 (0.1%) +Types: list:648 +Null/Empty: empty_arr:648 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 648/504,098 (0.1%) +Types: str:648 +String length avg: 51.1 +Unique strings tracked: 591 +Top 5 string values: + 'http://www.amazon.com/gp/product/B0029XFNBC?ie=UTF...': 7 (1.1%) + 'http://www.google.com': 3 (0.5%) + 'http://www.brevica.com/?utm_source=reddit&utm_...': 3 (0.5%) + 'http://google.com': 3 (0.5%) + 'http://www.test.com': 3 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 648/504,098 (0.1%) +Types: bool:648 +Booleans: true:0 (0.0%), false:648 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 648/504,098 (0.1%) +Types: str:648 +Null/Empty: empty_str:648 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 648/504,098 (0.1%) +Types: dict:648 +Null/Empty: empty_obj:648 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 648/504,098 (0.1%) +Types: bool:648 +Booleans: true:648 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 648/504,098 (0.1%) +Types: list:648 +Null/Empty: empty_arr:648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 648/504,098 (0.1%) +Types: NoneType:648 +Null/Empty: null:648 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 18/504,098 (0.0%) +Types: str:18 +Null/Empty: empty_str:18 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 8/504,098 (0.0%) +Types: str:8 +String length avg: 36.0 +Unique strings tracked: 4 +String values distribution: + '92f7c828-ec13-11e7-a213-0e55a4ea24ae': 2 (25.0%) + '820e08ba-ec13-11e7-9b1b-0ede872df4be': 2 (25.0%) + 'b8779ea2-ec13-11e7-a4e4-0e25c549a0b4': 2 (25.0%) + '8fc8c9fe-ec13-11e7-a109-0ed8d186392c': 2 (25.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-08.jsonl +Analysis Time: 2026-01-15 06:24:54 +================================================================================ +Total lines: 537,480 +Processed lines: 537,480 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:536,826 (99.9%), false:654 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 556 (0.1%) + '12936200381873': 10 (0.0%) + 'legalbear': 6 (0.0%) + 'baconn': 6 (0.0%) + 'jack_alexander': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:391,823, str:145,657 +Null/Empty: null:391,823, empty_str:145,656 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:523,958, str:13,522 +Null/Empty: null:523,958, empty_str:1,902 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 107 (0.9%) + 'artist': 89 (0.8%) + 'userGray': 87 (0.7%) + 'Z': 73 (0.6%) + 'no-knight': 69 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:524,378, str:13,102 +Null/Empty: null:524,378, empty_str:1,920 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Zerg': 48 (0.4%) + 'America': 34 (0.3%) + 'Terran': 29 (0.3%) + 'USA': 24 (0.2%) + 'Protoss': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:391,823, str:145,657 +Null/Empty: null:391,823 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 145,657 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:447,209 (83.2%), false:90,271 (16.8%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:392,302 (73.0%), false:145,178 (27.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:1 (0.0%), false:537,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:1,280,620,811, max:1,283,299,199, avg:1281987670.1 +Numeric std dev: 777830.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:536,985, str:495 +Null/Empty: null:536,985 +String length avg: 8.7 +Unique strings tracked: 2 +String values distribution: + 'moderator': 455 (91.9%) + 'admin': 40 (8.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +Null/Empty: empty_str:8 +String length avg: 14.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 202 (0.0%) + 'imgur.com': 146 (0.0%) + 'self.AskReddit': 136 (0.0%) + 'self.reddit.com': 65 (0.0%) + 'i.imgur.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 537,480/537,480 (100.0%) +Types: bool:522,675, float:14,805 +Booleans: true:0 (0.0%), false:522,675 (100.0%) +Numeric values: 14,805 total +Numeric range: min:1,280,624,437.0, max:1,521,756,441.0, avg:1283778385.0 +Numeric std dev: 16826796.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 537,475 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:0 (0.0%), false:537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:154 (0.0%), false:537,326 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'cvyqb': 1 (0.0%) + 'cvyqc': 1 (0.0%) + 'cvyqd': 1 (0.0%) + 'cvyqe': 1 (0.0%) + 'cvyqf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:239,154 (44.5%), false:298,326 (55.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:0 (0.0%), false:537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:113,961 (21.2%), false:423,519 (78.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:0 (0.0%), false:537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,262, str:218 +Null/Empty: null:537,262, empty_str:97 +String length avg: 7.3 +Unique strings tracked: 58 +Top 5 string values: + 'solvedcase': 8 (6.6%) + 'missingflair': 6 (5.0%) + 'official': 6 (5.0%) + 'news': 6 (5.0%) + 'tbt': 5 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 537,480/537,480 (100.0%) +Types: list:537,480 +Null/Empty: empty_arr:537,264 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,251, str:229 +Null/Empty: null:537,251, empty_str:13 +String length avg: 8.6 +Unique strings tracked: 86 +Top 5 string values: + 'Tutorial': 33 (15.3%) + 'Folk': 15 (6.9%) + 'Pop': 11 (5.1%) + 'Solved': 9 (4.2%) + 'Official Source': 6 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 537,264 (100.0%) + 'richtext': 216 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:41 (0.0%), false:537,439 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,038, dict:442 +Null/Empty: null:537,038 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 537,480/537,480 (100.0%) +Types: dict:537,480 +Null/Empty: empty_obj:537,038 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:375,886 (69.9%), false:161,594 (30.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:358,867, avg:7.9 +Numeric std dev: 491.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:4, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 537,478 (100.0%) + 4: 1 (0.0%) + 2: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:16,980 (3.2%), false:520,500 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 537,480/537,480 (100.0%) +Types: str:495,408, NoneType:42,072 +Null/Empty: null:42,072 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 447,209 (90.3%) + 'promo_specified': 20,229 (4.1%) + 'promo_adult_nsfw': 13,043 (2.6%) + 'promo_adult': 11,454 (2.3%) + 'no_ads': 2,133 (0.4%) + 'promo_all': 1,173 (0.2%) + 'house_only': 167 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Music/comments/cvyqb/pixies_mr_grieves/': 1 (0.0%) + '/r/reddit.com/comments/cvyqc/the_world_today_rick_...': 1 (0.0%) + '/r/todayilearned/comments/cvyqd/til_an_even_faster...': 1 (0.0%) + '/r/reddit.com/comments/cvyqe/strip_that_fat_review...': 1 (0.0%) + '/r/reddit.com/comments/cvyqf/female_predator_hunte...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:1,522,940,221, max:1,522,948,990, avg:1522944595.5 +Numeric std dev: 2533.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 537,480 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 537,480/537,480 (100.0%) +Types: int:537,480 +Numeric values: 537,480 total +Numeric range: min:0, max:6,376, avg:9.4 +Numeric std dev: 63.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:537,038, dict:442 +Null/Empty: null:537,038 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 537,480/537,480 (100.0%) +Types: dict:537,480 +Null/Empty: empty_obj:537,038 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +Null/Empty: empty_str:356,732 +String length avg: 194.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,706 (0.9%) + '[removed]': 381 (0.2%) + 'That is all.': 2 (0.0%) + 'You're just going to have to take my word that I'm...': 2 (0.0%) + 'from this post: http://www.reddit.com/r/AskReddit/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:537,478 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:7 (0.0%), false:537,473 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 537,480/537,480 (100.0%) +Types: bool:537,480 +Booleans: true:1 (0.0%), false:537,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 4,458 (0.8%) + 'pics': 875 (0.2%) + 'AskReddit': 807 (0.2%) + 'politics': 416 (0.1%) + 'funny': 402 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 4,458 (0.8%) + 't5_2qh0u': 875 (0.2%) + 't5_2qh1i': 807 (0.2%) + 't5_2cneq': 416 (0.1%) + 't5_2qh33': 402 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 4,458 (0.8%) + 'r/pics': 875 (0.2%) + 'r/AskReddit': 807 (0.2%) + 'r/politics': 416 (0.1%) + 'r/funny': 402 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 370,736 (69.0%) + 'archived': 162,308 (30.2%) + 'restricted': 3,951 (0.7%) + 'gold_only': 485 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 537,480/537,480 (100.0%) +Types: NoneType:522,382, str:15,098 +Null/Empty: null:522,382 +String length avg: 9.4 +Unique strings tracked: 6 +String values distribution: + 'confidence': 13,875 (91.9%) + 'top': 655 (4.3%) + 'new': 532 (3.5%) + 'qa': 22 (0.1%) + 'old': 13 (0.1%) + 'controversial': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +Null/Empty: empty_str:136,837 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 161,240 (40.2%) + 'self': 31,331 (7.8%) + 'https://b.thumbs.redditmedia.com/uKy5aACNxgIQDsm8m...': 3 (0.0%) + 'https://a.thumbs.redditmedia.com/2Jb9kLSbgi1y1b0aU...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/-ccz9aPtDqL1vhMG6...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 58.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Wikileaks has posted a massive 1.4 GB heavily encr...': 27 (0.0%) + 'Coast Guard approved BP's overuse of dispersant de...': 4 (0.0%) + 'Wikileaks volunteer detained': 3 (0.0%) + 'Should music be free?': 3 (0.0%) + '000 Free Movies Online': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 537,480/537,480 (100.0%) +Types: str:537,480 +String length avg: 69.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.antemedius.com/content/wikileaks-posts-...': 28 (0.0%) + 'http://www.msnbc.msn.com/id/38505210/': 4 (0.0%) + 'http://www.youtube.com/watch?v=EwAiLICevc4': 4 (0.0%) + 'http://www.examiner.com/x-55527-DC-City-Buzz-Exami...': 3 (0.0%) + 'http://melsrosegarden.spreadshirt.com': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 537,480/537,480 (100.0%) +Types: str:495,408, NoneType:42,072 +Null/Empty: null:42,072 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 444,411 (89.7%) + 'promo_specified': 20,229 (4.1%) + 'promo_adult_nsfw': 15,926 (3.2%) + 'promo_adult': 11,372 (2.3%) + 'no_ads': 2,133 (0.4%) + 'promo_all': 1,170 (0.2%) + 'house_only': 167 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 400,643/537,480 (74.5%) +Types: NoneType:397,745, int:2,898 +Null/Empty: null:397,745 +Numeric values: 2,898 total +Numeric range: min:1, max:140, avg:103.0 +Numeric std dev: 29.1 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 400,643/537,480 (74.5%) +Types: NoneType:397,745, int:2,898 +Null/Empty: null:397,745 +Numeric values: 2,898 total +Numeric range: min:1, max:140, avg:135.3 +Numeric std dev: 18.2 +Unique numbers tracked: 13 +Top 5 numeric values: + 140: 2,712 (93.6%) + 70: 158 (5.5%) + 50: 10 (0.3%) + 40: 5 (0.2%) + 64: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 392,302/537,480 (73.0%) +Types: list:392,302 +Null/Empty: empty_arr:381,120 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 392,302/537,480 (73.0%) +Types: str:392,302 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 381,120 (97.1%) + 'richtext': 11,182 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:0 (0.0%), false:4,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:1 (0.0%), false:4,818 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:0 (0.0%), false:4,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,819/537,480 (0.9%) +Types: bool:4,819 +Booleans: true:0 (0.0%), false:4,819 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,743/537,480 (0.5%) +Types: str:2,743 +String length avg: 5.1 +Unique strings tracked: 4 +String values distribution: + 'link': 1,555 (56.7%) + 'image': 812 (29.6%) + 'rich:video': 365 (13.3%) + 'self': 11 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,743/537,480 (0.5%) +Types: dict:2,743 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,172/537,480 (0.2%) +Types: bool:1,172 +Booleans: true:1,172 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 654/537,480 (0.1%) +Types: str:493, NoneType:161 +Null/Empty: null:161 +String length avg: 7.9 +Unique strings tracked: 347 +Top 5 string values: + 't2_1uzpp': 32 (6.5%) + 't2_467it': 21 (4.3%) + 't2_1ed7b': 17 (3.4%) + 't2_42zya': 9 (1.8%) + 't2_4a7ic': 9 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 654/537,480 (0.1%) +Types: list:654 +Null/Empty: empty_arr:654 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 654/537,480 (0.1%) +Types: list:654 +Null/Empty: empty_arr:654 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 654/537,480 (0.1%) +Types: str:654 +String length avg: 47.4 +Unique strings tracked: 580 +Top 5 string values: + 'http://wwvsindia.com': 9 (1.4%) + 'http://www.szpaixin.com': 9 (1.4%) + 'http://feetheaven.blogspot.com': 4 (0.6%) + 'http://www.gamefly.com/promo': 4 (0.6%) + 'http://www.joycig.com': 4 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 654/537,480 (0.1%) +Types: bool:654 +Booleans: true:0 (0.0%), false:654 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 654/537,480 (0.1%) +Types: str:654 +Null/Empty: empty_str:654 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 654/537,480 (0.1%) +Types: dict:654 +Null/Empty: empty_obj:654 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 654/537,480 (0.1%) +Types: bool:654 +Booleans: true:654 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 654/537,480 (0.1%) +Types: list:654 +Null/Empty: empty_arr:654 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 654/537,480 (0.1%) +Types: NoneType:654 +Null/Empty: null:654 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 70/537,480 (0.0%) +Types: str:70 +Null/Empty: empty_str:70 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 48/537,480 (0.0%) +Types: str:48 +String length avg: 36.0 +Unique strings tracked: 11 +Top 5 string values: + '8fc8c9fe-ec13-11e7-a109-0ed8d186392c': 15 (31.2%) + '92f7c828-ec13-11e7-a213-0e55a4ea24ae': 11 (22.9%) + 'efd5e3e0-ec13-11e7-a322-0e7f57890812': 5 (10.4%) + 'b8779ea2-ec13-11e7-a4e4-0e25c549a0b4': 4 (8.3%) + '3a6e8d08-ec14-11e7-970f-0e4abc07fb78': 3 (6.2%) + +================================================================================ + +================================================================================ +FILE: RS_2010-09.jsonl +Analysis Time: 2026-01-15 06:25:34 +================================================================================ +Total lines: 600,209 +Processed lines: 600,209 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:599,427 (99.9%), false:782 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 567 (0.1%) + 'maxwellhill': 14 (0.0%) + 'EthicalReasoning': 11 (0.0%) + 'wainstead': 8 (0.0%) + 'aesamattki': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:430,612, str:169,597 +Null/Empty: null:430,612, empty_str:169,596 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:583,661, str:16,548 +Null/Empty: null:583,661, empty_str:2,263 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 94 (0.7%) + 'userGray': 80 (0.6%) + 'default': 78 (0.5%) + 'Z': 69 (0.5%) + 'P': 67 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:584,124, str:16,085 +Null/Empty: null:584,124, empty_str:3,319 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Protoss': 45 (0.4%) + 'Zerg': 44 (0.3%) + 'Kansas City Scouts - NHLR': 24 (0.2%) + 'Austria': 21 (0.2%) + 'Random': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:430,612, str:169,597 +Null/Empty: null:430,612 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 169,597 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:497,309 (82.9%), false:102,900 (17.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:431,147 (71.8%), false:169,062 (28.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:1,283,299,200, max:1,285,891,185, avg:1284623020.5 +Numeric std dev: 752943.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:599,551, str:658 +Null/Empty: null:599,551 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 638 (97.0%) + 'admin': 20 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +Null/Empty: empty_str:6 +String length avg: 14.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self.AskReddit': 127 (0.0%) + 'imgur.com': 126 (0.0%) + 'youtube.com': 120 (0.0%) + 'i.imgur.com': 103 (0.0%) + 'self.reddit.com': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 600,209/600,209 (100.0%) +Types: bool:582,052, float:18,157 +Booleans: true:0 (0.0%), false:582,052 (100.0%) +Numeric values: 18,157 total +Numeric range: min:1,283,302,938.0, max:1,521,559,091.0, avg:1286509809.6 +Numeric std dev: 17275161.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 600,207 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:165 (0.0%), false:600,044 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'd7y66': 1 (0.0%) + 'd7y67': 1 (0.0%) + 'd7y68': 1 (0.0%) + 'd7y69': 1 (0.0%) + 'd7y6a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:275,322 (45.9%), false:324,887 (54.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:134,322 (22.4%), false:465,887 (77.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:600,059, str:150 +Null/Empty: null:600,059, empty_str:26 +String length avg: 6.5 +Unique strings tracked: 68 +Top 5 string values: + 'removed': 9 (7.3%) + 'solvedcase': 8 (6.5%) + 'f01': 5 (4.0%) + 'tbt': 5 (4.0%) + 'ten': 5 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 600,209/600,209 (100.0%) +Types: list:600,209 +Null/Empty: empty_arr:600,050 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:600,040, str:169 +Null/Empty: null:600,040, empty_str:10 +String length avg: 9.2 +Unique strings tracked: 89 +Top 5 string values: + 'Video': 10 (6.3%) + 'Solved': 7 (4.4%) + 'Discussion': 7 (4.4%) + 'ATN': 6 (3.8%) + '[askreddit]': 5 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 600,050 (100.0%) + 'richtext': 159 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:54 (0.0%), false:600,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:599,663, dict:546 +Null/Empty: null:599,663 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 600,209/600,209 (100.0%) +Types: dict:600,209 +Null/Empty: empty_obj:599,663 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:405,588 (67.6%), false:194,621 (32.4%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:8,785, avg:7.2 +Numeric std dev: 48.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 600,207 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:18,546 (3.1%), false:581,663 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 600,209/600,209 (100.0%) +Types: str:551,859, NoneType:48,350 +Null/Empty: null:48,350 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 497,309 (90.1%) + 'promo_specified': 21,935 (4.0%) + 'promo_adult': 14,995 (2.7%) + 'promo_adult_nsfw': 13,735 (2.5%) + 'no_ads': 2,351 (0.4%) + 'promo_all': 1,327 (0.2%) + 'house_only': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/food/comments/d7y66/what_a_happy_meal_looks_lik...': 1 (0.0%) + '/r/reddit.com/comments/d7y67/mr_babyman_save_our_r...': 1 (0.0%) + '/comments/d7y68/see_amazons_prices_in_euro_with_ir...': 1 (0.0%) + '/r/news/comments/d7y69/documentary_about_the_pirat...': 1 (0.0%) + '/r/programming/comments/d7y6a/php_reverse_array/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:1,522,948,990, max:1,522,958,683, avg:1522953861.0 +Numeric std dev: 2799.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 600,209/600,209 (100.0%) +Types: int:600,209 +Numeric values: 600,209 total +Numeric range: min:0, max:5,578, avg:12.1 +Numeric std dev: 82.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:599,663, dict:546 +Null/Empty: null:599,663 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 600,209/600,209 (100.0%) +Types: dict:600,209 +Null/Empty: empty_obj:599,663 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +Null/Empty: empty_str:387,649 +String length avg: 203.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,715 (0.8%) + '[removed]': 499 (0.2%) + 'I'm seventeen years old and am really damned brigh...': 2 (0.0%) + 'I figured out about a year after I finally quit Li...': 2 (0.0%) + 'Aside from family, friends, pets, and any other li...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:600,209 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:11 (0.0%), false:600,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 600,209/600,209 (100.0%) +Types: bool:600,209 +Booleans: true:0 (0.0%), false:600,209 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 4,490 (0.7%) + 'pics': 816 (0.1%) + 'AskReddit': 610 (0.1%) + 'politics': 447 (0.1%) + 'WTF': 359 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 4,490 (0.7%) + 't5_2qh0u': 816 (0.1%) + 't5_2qh1i': 610 (0.1%) + 't5_2cneq': 447 (0.1%) + 't5_2qh61': 359 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 4,490 (0.7%) + 'r/pics': 816 (0.1%) + 'r/AskReddit': 610 (0.1%) + 'r/politics': 447 (0.1%) + 'r/WTF': 359 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 423,724 (70.6%) + 'archived': 171,166 (28.5%) + 'restricted': 5,031 (0.8%) + 'gold_only': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 600,209/600,209 (100.0%) +Types: NoneType:585,324, str:14,885 +Null/Empty: null:585,324 +String length avg: 9.3 +Unique strings tracked: 6 +String values distribution: + 'confidence': 13,316 (89.5%) + 'top': 926 (6.2%) + 'new': 605 (4.1%) + 'qa': 20 (0.1%) + 'old': 16 (0.1%) + 'controversial': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +Null/Empty: empty_str:153,720 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 82,453 (18.5%) + 'self': 16,695 (3.7%) + 'https://b.thumbs.redditmedia.com/uoHt2kO7qx5o06lw1...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/NfjF23TmaY3K0NP_B...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/XwOS0kLiyvvCTnV14...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 58.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Justin Bieber Brazilian Interview Panico na TV Sab...': 3 (0.0%) + 'Frankenstein arrested (no really)': 2 (0.0%) + 'WePad outsells iPad in Germany': 2 (0.0%) + 'Reddit, What is your favorite movie?': 2 (0.0%) + 'Debt Settlement Processing': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 600,209/600,209 (100.0%) +Types: str:600,209 +String length avg: 69.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://sostube.blogspot.com/2010/08/justin-bieber-...': 3 (0.0%) + 'http://www.creativeuncut.com/gallery-01/ct-frog2.h...': 3 (0.0%) + 'http://homes-4all.com/Living-Rooms/10-Most-Creativ...': 3 (0.0%) + 'http://thesportworld.com/Water-Sports/Funny-Underw...': 3 (0.0%) + 'http://newsfeed.time.com/2010/08/31/drink-up-nyc-m...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 600,209/600,209 (100.0%) +Types: str:551,859, NoneType:48,350 +Null/Empty: null:48,350 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 494,167 (89.5%) + 'promo_specified': 21,935 (4.0%) + 'promo_adult_nsfw': 16,984 (3.1%) + 'promo_adult': 14,891 (2.7%) + 'no_ads': 2,351 (0.4%) + 'promo_all': 1,324 (0.2%) + 'house_only': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 446,489/600,209 (74.4%) +Types: NoneType:442,506, int:3,983 +Null/Empty: null:442,506 +Numeric values: 3,983 total +Numeric range: min:1, max:140, avg:103.8 +Numeric std dev: 28.6 +Unique numbers tracked: 122 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 446,489/600,209 (74.4%) +Types: NoneType:442,506, int:3,983 +Null/Empty: null:442,506 +Numeric values: 3,983 total +Numeric range: min:1, max:140, avg:135.8 +Numeric std dev: 17.4 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 3,756 (94.3%) + 70: 198 (5.0%) + 50: 12 (0.3%) + 1: 5 (0.1%) + 64: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 431,147/600,209 (71.8%) +Types: list:431,147 +Null/Empty: empty_arr:418,381 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 431,147/600,209 (71.8%) +Types: str:431,147 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 418,381 (97.0%) + 'richtext': 12,766 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:2 (0.0%), false:5,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:0 (0.0%), false:5,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:0 (0.0%), false:5,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,198/600,209 (0.9%) +Types: bool:5,198 +Booleans: true:0 (0.0%), false:5,198 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,805/600,209 (0.6%) +Types: str:3,805 +String length avg: 5.1 +Unique strings tracked: 4 +String values distribution: + 'link': 2,096 (55.1%) + 'image': 1,230 (32.3%) + 'rich:video': 471 (12.4%) + 'self': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,805/600,209 (0.6%) +Types: dict:3,805 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,313/600,209 (0.2%) +Types: bool:1,313 +Booleans: true:1,313 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 782/600,209 (0.1%) +Types: str:621, NoneType:161 +Null/Empty: null:161 +String length avg: 8.0 +Unique strings tracked: 440 +Top 5 string values: + 't2_1ed7b': 34 (5.5%) + 't2_1uzpp': 21 (3.4%) + 't2_46qeu': 10 (1.6%) + 't2_4axqg': 10 (1.6%) + 't2_43dw5': 10 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 782/600,209 (0.1%) +Types: NoneType:775, str:7 +Null/Empty: null:775 +String length avg: 16.9 +Unique strings tracked: 3 +String values distribution: + 'youtube.com': 4 (57.1%) + 'http://www.civilization5.com/': 2 (28.6%) + 'reviews.cnet.com': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 782/600,209 (0.1%) +Types: list:782 +Null/Empty: empty_arr:782 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 782/600,209 (0.1%) +Types: list:782 +Null/Empty: empty_arr:782 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 782/600,209 (0.1%) +Types: str:782 +String length avg: 46.7 +Unique strings tracked: 701 +Top 5 string values: + 'http://google.com/': 6 (0.8%) + 'http://diysolarpowerkits.net': 4 (0.5%) + 'http://www.reddit.com/promoted/new_promo': 3 (0.4%) + 'http://www.Babelfeed.com': 3 (0.4%) + 'http://test.com': 3 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 782/600,209 (0.1%) +Types: bool:782 +Booleans: true:0 (0.0%), false:782 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 782/600,209 (0.1%) +Types: str:782 +Null/Empty: empty_str:782 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 782/600,209 (0.1%) +Types: dict:782 +Null/Empty: empty_obj:782 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 782/600,209 (0.1%) +Types: bool:782 +Booleans: true:782 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 782/600,209 (0.1%) +Types: list:782 +Null/Empty: empty_arr:782 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 782/600,209 (0.1%) +Types: NoneType:782 +Null/Empty: null:782 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 39/600,209 (0.0%) +Types: str:39 +Null/Empty: empty_str:39 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 12/600,209 (0.0%) +Types: str:12 +String length avg: 36.0 +Unique strings tracked: 7 +String values distribution: + '92f7c828-ec13-11e7-a213-0e55a4ea24ae': 5 (41.7%) + '8fc8c9fe-ec13-11e7-a109-0ed8d186392c': 2 (16.7%) + '983d9952-ec13-11e7-b558-0e3992e3a2be': 1 (8.3%) + 'efd5e3e0-ec13-11e7-a322-0e7f57890812': 1 (8.3%) + '3a6e8d08-ec14-11e7-970f-0e4abc07fb78': 1 (8.3%) + '9ea3bbb4-ec13-11e7-8976-0e082e1a0288': 1 (8.3%) + '390a84ee-3096-11e5-8982-0ee61c357d3b': 1 (8.3%) + +================================================================================ + +================================================================================ +FILE: RS_2010-10.jsonl +Analysis Time: 2026-01-15 06:26:16 +================================================================================ +Total lines: 630,298 +Processed lines: 630,298 +Total unique fields: 88 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:629,634 (99.9%), false:664 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 532 (0.1%) + 'rejectpariah': 11 (0.0%) + 'SecondSafestCity': 10 (0.0%) + 'klmd': 9 (0.0%) + 'DougDante': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:452,102, str:178,196 +Null/Empty: null:452,102, empty_str:178,195 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:611,487, str:18,811 +Null/Empty: null:611,487, empty_str:2,430 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 79 (0.5%) + 'MaceAxe': 77 (0.5%) + 'default': 57 (0.3%) + 'userGray': 57 (0.3%) + 'pencil': 47 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:612,333, str:17,965 +Null/Empty: null:612,333, empty_str:4,191 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Nexus 6': 78 (0.6%) + 'Zerg': 30 (0.2%) + 'Kansas City Scouts - NHLR': 24 (0.2%) + 'America': 23 (0.2%) + 'Protoss': 18 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:452,102, str:178,196 +Null/Empty: null:452,102 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 178,196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:519,664 (82.4%), false:110,634 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:452,660 (71.8%), false:177,638 (28.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:1,285,891,202, max:1,288,569,599, avg:1287261379.3 +Numeric std dev: 766237.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:629,635, str:663 +Null/Empty: null:629,635 +String length avg: 8.8 +Unique strings tracked: 2 +String values distribution: + 'moderator': 636 (95.9%) + 'admin': 27 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +Null/Empty: empty_str:37 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 167 (0.0%) + 'imgur.com': 142 (0.0%) + 'self.AskReddit': 110 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'self.reddit.com': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 630,298/630,298 (100.0%) +Types: bool:609,717, float:20,581 +Booleans: true:0 (0.0%), false:609,717 (100.0%) +Numeric values: 20,581 total +Numeric range: min:1,285,894,920.0, max:1,522,171,013.0, avg:1289116790.3 +Numeric std dev: 17443197.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 630,297 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:148 (0.0%), false:630,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dl97u': 1 (0.0%) + 'dl97v': 1 (0.0%) + 'dl97w': 1 (0.0%) + 'dl97x': 1 (0.0%) + 'dl97y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:296,692 (47.1%), false:333,606 (52.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:149,416 (23.7%), false:480,882 (76.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:630,114, str:184 +Null/Empty: null:630,114, empty_str:15 +String length avg: 6.7 +Unique strings tracked: 82 +Top 5 string values: + 'list': 10 (5.9%) + 'solvedcase': 10 (5.9%) + 'video': 9 (5.3%) + 'ten': 7 (4.1%) + 'missingflair': 7 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 630,298/630,298 (100.0%) +Types: list:630,298 +Null/Empty: empty_arr:630,109 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:630,097, str:201 +Null/Empty: null:630,097, empty_str:12 +String length avg: 9.2 +Unique strings tracked: 103 +Top 5 string values: + 'List': 10 (5.3%) + 'Solved': 10 (5.3%) + 'video': 8 (4.2%) + 'LetsPlay': 6 (3.2%) + 'Video': 6 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 630,297 (100.0%) + 'light': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 630,109 (100.0%) + 'richtext': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:38 (0.0%), false:630,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:629,576, dict:722 +Null/Empty: null:629,576 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 630,298/630,298 (100.0%) +Types: dict:630,298 +Null/Empty: empty_obj:629,576 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:423,812 (67.2%), false:206,486 (32.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:6,635, avg:7.3 +Numeric std dev: 48.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 4 +Numeric values distribution: + 0: 630,291 (100.0%) + 1: 5 (0.0%) + 2: 1 (0.0%) + 22: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:18,171 (2.9%), false:612,127 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 630,298/630,298 (100.0%) +Types: str:577,826, NoneType:52,472 +Null/Empty: null:52,472 +String length avg: 7.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 519,664 (89.9%) + 'promo_specified': 23,369 (4.0%) + 'promo_adult': 17,055 (3.0%) + 'promo_adult_nsfw': 13,318 (2.3%) + 'no_ads': 2,880 (0.5%) + 'promo_all': 1,281 (0.2%) + 'house_only': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 65.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/dl97u/just_when_i_thought_i_was...': 1 (0.0%) + '/r/atheism/comments/dl97v/someone_just_sent_this_t...': 1 (0.0%) + '/r/AskReddit/comments/dl97w/i_just_opened_a_fortun...': 1 (0.0%) + '/r/technology/comments/dl97x/google_shortener_is_a...': 1 (0.0%) + '/r/reddit.com/comments/dl97y/conservative_utopia/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:1,522,958,683, max:1,522,969,066, avg:1522963843.0 +Numeric std dev: 3008.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 630,298/630,298 (100.0%) +Types: int:630,298 +Numeric values: 630,298 total +Numeric range: min:0, max:3,702, avg:11.6 +Numeric std dev: 75.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:629,576, dict:722 +Null/Empty: null:629,576 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 630,298/630,298 (100.0%) +Types: dict:630,298 +Null/Empty: empty_obj:629,576 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +Null/Empty: empty_str:401,868 +String length avg: 212.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,401 (0.6%) + '[removed]': 383 (0.2%) + 'Today I stumbled upon [Links](http://www.jikos.cz/...': 2 (0.0%) + ' ': 2 (0.0%) + 'This is a cross-post to the development reddits, + +...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:630,296 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:4 (0.0%), false:630,294 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 630,298/630,298 (100.0%) +Types: bool:630,298 +Booleans: true:0 (0.0%), false:630,298 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 3,764 (0.6%) + 'pics': 625 (0.1%) + 'AskReddit': 430 (0.1%) + 'politics': 376 (0.1%) + 'WTF': 312 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 3,764 (0.6%) + 't5_2qh0u': 625 (0.1%) + 't5_2qh1i': 430 (0.1%) + 't5_2cneq': 376 (0.1%) + 't5_2qh61': 312 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 3,764 (0.6%) + 'r/pics': 625 (0.1%) + 'r/AskReddit': 430 (0.1%) + 'r/politics': 376 (0.1%) + 'r/WTF': 312 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 452,032 (71.7%) + 'archived': 172,895 (27.4%) + 'restricted': 5,164 (0.8%) + 'gold_only': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 630,298/630,298 (100.0%) +Types: NoneType:613,013, str:17,285 +Null/Empty: null:613,013 +String length avg: 9.3 +Unique strings tracked: 6 +String values distribution: + 'confidence': 15,657 (90.6%) + 'top': 936 (5.4%) + 'new': 640 (3.7%) + 'qa': 25 (0.1%) + 'old': 23 (0.1%) + 'controversial': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +Null/Empty: empty_str:165,565 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 91,431 (19.7%) + 'self': 20,035 (4.3%) + 'https://b.thumbs.redditmedia.com/3ciE0p-W6PgB4zB9N...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/JHNWS0LYZrNTbwlhg...': 3 (0.0%) + 'https://b.thumbs.redditmedia.com/pXS84ihk9EHXO6YBT...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 58.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Home :: Virtual Vice by Jason Kays': 4 (0.0%) + 'Collateral Damage from Afghanistan Bombing (NSFW/N...': 3 (0.0%) + 'I really thought CNN would be above this sort of t...': 3 (0.0%) + 'A Kentucky state audit found 12 instances where re...': 3 (0.0%) + 'Nightmare fuel': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 630,298/630,298 (100.0%) +Types: str:630,298 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.boilingfrogspost.com/2010/09/30/%E2%80%...': 3 (0.0%) + 'http://www.associatedcontent.com/article/5845624/m...': 3 (0.0%) + 'http://www.youtube.com/watch?v=yO1iHpf1R3o': 3 (0.0%) + 'http://imgur.com/tYgq5.png': 3 (0.0%) + 'http://www.omaha.com/article/20100930/NEWS01/71001...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 630,298/630,298 (100.0%) +Types: str:577,826, NoneType:52,472 +Null/Empty: null:52,472 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 516,343 (89.4%) + 'promo_specified': 23,369 (4.0%) + 'promo_adult': 16,909 (2.9%) + 'promo_adult_nsfw': 16,792 (2.9%) + 'no_ads': 2,880 (0.5%) + 'promo_all': 1,274 (0.2%) + 'house_only': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 464,733/630,298 (73.7%) +Types: NoneType:460,048, int:4,685 +Null/Empty: null:460,048 +Numeric values: 4,685 total +Numeric range: min:1, max:140, avg:104.6 +Numeric std dev: 27.9 +Unique numbers tracked: 129 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 464,733/630,298 (73.7%) +Types: NoneType:460,048, int:4,685 +Null/Empty: null:460,048 +Numeric values: 4,685 total +Numeric range: min:1, max:140, avg:136.2 +Numeric std dev: 16.4 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 4,444 (94.9%) + 70: 207 (4.4%) + 50: 14 (0.3%) + 40: 7 (0.1%) + 64: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 452,660/630,298 (71.8%) +Types: list:452,660 +Null/Empty: empty_arr:438,886 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 452,660/630,298 (71.8%) +Types: str:452,660 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 438,886 (97.0%) + 'richtext': 13,774 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 146,462/630,298 (23.2%) +Types: bool:146,462 +Booleans: true:0 (0.0%), false:146,462 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:2 (0.0%), false:5,355 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:0 (0.0%), false:5,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:0 (0.0%), false:5,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 5,357/630,298 (0.8%) +Types: bool:5,357 +Booleans: true:0 (0.0%), false:5,357 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,457/630,298 (0.7%) +Types: str:4,457 +String length avg: 5.1 +Unique strings tracked: 4 +String values distribution: + 'link': 2,432 (54.6%) + 'image': 1,399 (31.4%) + 'rich:video': 617 (13.8%) + 'self': 9 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,457/630,298 (0.7%) +Types: dict:4,457 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 1,366/630,298 (0.2%) +Types: bool:1,366 +Booleans: true:1,366 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 664/630,298 (0.1%) +Types: str:542, NoneType:122 +Null/Empty: null:122 +String length avg: 8.0 +Unique strings tracked: 384 +Top 5 string values: + 't2_1ed7b': 44 (8.1%) + 't2_1uzpp': 22 (4.1%) + 't2_43dw5': 7 (1.3%) + 't2_4fjly': 7 (1.3%) + 't2_4fy7r': 7 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 664/630,298 (0.1%) +Types: NoneType:646, str:18 +Null/Empty: null:646 +String length avg: 14.2 +Unique strings tracked: 11 +Top 5 string values: + 'fordvehicles.com': 4 (22.2%) + 'youtube.com': 3 (16.7%) + 'thefordstory.com': 3 (16.7%) + 'usatoday.com': 1 (5.6%) + 'esquire.com': 1 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 664/630,298 (0.1%) +Types: list:664 +Null/Empty: empty_arr:664 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 664/630,298 (0.1%) +Types: list:664 +Null/Empty: empty_arr:664 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 664/630,298 (0.1%) +Types: str:664 +String length avg: 50.6 +Unique strings tracked: 600 +Top 5 string values: + 'http://www.tonibell99.co.uk': 7 (1.1%) + 'http://www.onthewall.com.au/shop.html?page=shop.pr...': 4 (0.6%) + 'http://www.microsoftpdc.com/Sessions': 4 (0.6%) + 'http://gamefly.com/promo': 3 (0.5%) + 'http://www.angryoldpeople.com': 3 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 664/630,298 (0.1%) +Types: bool:664 +Booleans: true:0 (0.0%), false:664 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 664/630,298 (0.1%) +Types: str:664 +Null/Empty: empty_str:664 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 664/630,298 (0.1%) +Types: dict:664 +Null/Empty: empty_obj:664 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 664/630,298 (0.1%) +Types: bool:664 +Booleans: true:664 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 664/630,298 (0.1%) +Types: list:664 +Null/Empty: empty_arr:664 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 664/630,298 (0.1%) +Types: NoneType:664 +Null/Empty: null:664 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 36/630,298 (0.0%) +Types: str:36 +Null/Empty: empty_str:35 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#e9987b': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2/630,298 (0.0%) +Types: str:2 +String length avg: 36.0 +Unique strings tracked: 2 +String values distribution: + '390a84ee-3096-11e5-8982-0ee61c357d3b': 1 (50.0%) + '1893432e-2eec-11e4-ad9f-12313d14828c': 1 (50.0%) + +================================================================================ + +================================================================================ +FILE: RS_2010-11.jsonl +Analysis Time: 2026-01-15 06:27:02 +================================================================================ +Total lines: 674,615 +Processed lines: 674,615 +Total unique fields: 87 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:673,975 (99.9%), false:640 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 660 (0.1%) + 'toyotabedzrock': 18 (0.0%) + 'Orangutan': 13 (0.0%) + 'c-ray': 12 (0.0%) + 'backpackwayne': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:475,117, str:199,498 +Null/Empty: null:475,117, empty_str:199,498 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:654,312, str:20,303 +Null/Empty: null:654,312, empty_str:2,621 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 92 (0.5%) + 'userGray': 58 (0.3%) + 'default': 52 (0.3%) + 'Z': 42 (0.2%) + 'NHLR-KansasCityScouts-sheet1-col17-row21': 39 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:655,205, str:19,410 +Null/Empty: null:655,205, empty_str:3,918 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Zerg': 35 (0.2%) + 'Kansas City Scouts - NHLR': 28 (0.2%) + 'Canada': 21 (0.1%) + 'Protoss': 17 (0.1%) + '/r/Sheffield': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:475,117, str:199,498 +Null/Empty: null:475,117 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 199,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:551,676 (81.8%), false:122,939 (18.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:475,813 (70.5%), false:198,802 (29.5%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:1,288,569,604, max:1,291,161,594, avg:1289858290.4 +Numeric std dev: 751415.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:673,819, str:796 +Null/Empty: null:673,819 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 770 (96.7%) + 'admin': 26 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +Null/Empty: empty_str:15 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 348 (0.1%) + 'youtube.com': 195 (0.0%) + 'self.AskReddit': 151 (0.0%) + 'i.imgur.com': 149 (0.0%) + 'self.reddit.com': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 674,615/674,615 (100.0%) +Types: bool:650,512, float:24,103 +Booleans: true:0 (0.0%), false:650,512 (100.0%) +Numeric values: 24,103 total +Numeric range: min:1,288,573,341.0, max:1,522,171,053.0, avg:1292043039.5 +Numeric std dev: 18517337.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 674,613 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:144 (0.0%), false:674,471 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'dz95v': 1 (0.0%) + 'dz95w': 1 (0.0%) + 'dz95x': 1 (0.0%) + 'dz95y': 1 (0.0%) + 'dz960': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:323,818 (48.0%), false:350,797 (52.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:173,768 (25.8%), false:500,847 (74.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:674,423, str:192 +Null/Empty: null:674,423, empty_str:20 +String length avg: 7.3 +Unique strings tracked: 72 +Top 5 string values: + 'solvedcase': 20 (11.6%) + 'missingflair': 12 (7.0%) + 'book': 10 (5.8%) + 'tbt': 7 (4.1%) + 'lp': 7 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 674,615/674,615 (100.0%) +Types: list:674,615 +Null/Empty: empty_arr:674,430 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:674,407, str:208 +Null/Empty: null:674,407, empty_str:23 +String length avg: 10.0 +Unique strings tracked: 88 +Top 5 string values: + 'Solved': 22 (11.9%) + 'Video': 12 (6.5%) + '(To be tagged...)': 7 (3.8%) + 'LetsPlay': 7 (3.8%) + 'Non-whitelisted Youtube Channel': 6 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 674,430 (100.0%) + 'richtext': 185 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:27 (0.0%), false:674,588 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:673,720, dict:895 +Null/Empty: null:673,720 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 674,615/674,615 (100.0%) +Types: dict:674,615 +Null/Empty: empty_obj:673,720 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:450,353 (66.8%), false:224,262 (33.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:13,948, avg:7.7 +Numeric std dev: 50.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 674,610 (100.0%) + 1: 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:20,256 (3.0%), false:654,359 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 674,615/674,615 (100.0%) +Types: str:613,378, NoneType:61,237 +Null/Empty: null:61,237 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 551,676 (89.9%) + 'promo_specified': 25,159 (4.1%) + 'promo_adult': 17,883 (2.9%) + 'promo_adult_nsfw': 14,005 (2.3%) + 'no_ads': 2,872 (0.5%) + 'promo_all': 1,528 (0.2%) + 'house_only': 255 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/dz95v/anyone_want_to_meet_me...': 1 (0.0%) + '/r/chicago/comments/dz95w/a_23yearold_woman_was_ki...': 1 (0.0%) + '/r/reddit.com/comments/dz95x/ok_reddit_im_going_to...': 1 (0.0%) + '/r/gaming/comments/dz95y/the_pumpkin_cake_is_a_lie...': 1 (0.0%) + '/r/reddit.com/comments/dz960/hyyyyy/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:1,522,969,066, max:1,522,980,227, avg:1522974652.5 +Numeric std dev: 3225.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 674,615/674,615 (100.0%) +Types: int:674,615 +Numeric values: 674,615 total +Numeric range: min:0, max:3,627, avg:11.8 +Numeric std dev: 73.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:673,720, dict:895 +Null/Empty: null:673,720 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 674,615/674,615 (100.0%) +Types: dict:674,615 +Null/Empty: empty_obj:673,720 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +Null/Empty: empty_str:411,895 +String length avg: 219.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,502 (0.6%) + '[removed]': 407 (0.2%) + '1. It was a pagan custom to celebrate the harvest ...': 1 (0.0%) + 'My gf claims that other boys have told her they do...': 1 (0.0%) + 'Someone tells an amazing story of an experience th...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:674,614 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:9 (0.0%), false:674,606 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 674,615/674,615 (100.0%) +Types: bool:674,615 +Booleans: true:0 (0.0%), false:674,615 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 3,642 (0.5%) + 'pics': 940 (0.1%) + 'AskReddit': 544 (0.1%) + 'politics': 460 (0.1%) + 'funny': 284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 3,642 (0.5%) + 't5_2qh0u': 940 (0.1%) + 't5_2qh1i': 544 (0.1%) + 't5_2cneq': 460 (0.1%) + 't5_2qh33': 284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 3,642 (0.5%) + 'r/pics': 940 (0.1%) + 'r/AskReddit': 544 (0.1%) + 'r/politics': 460 (0.1%) + 'r/funny': 284 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 6.6 +Unique strings tracked: 4 +String values distribution: + 'public': 492,519 (73.0%) + 'archived': 174,166 (25.8%) + 'restricted': 7,705 (1.1%) + 'gold_only': 225 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 674,615/674,615 (100.0%) +Types: NoneType:652,880, str:21,735 +Null/Empty: null:652,880 +String length avg: 8.8 +Unique strings tracked: 6 +String values distribution: + 'confidence': 18,156 (83.5%) + 'top': 2,816 (13.0%) + 'new': 701 (3.2%) + 'qa': 44 (0.2%) + 'old': 15 (0.1%) + 'controversial': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 674,615/674,615 (100.0%) +Types: str:674,614, NoneType:1 +Null/Empty: null:1, empty_str:176,697 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 68,593 (13.8%) + 'self': 17,866 (3.6%) + 'https://b.thumbs.redditmedia.com/7r-yiZa04Ur-VldK4...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/M7Y9bvt7S3igg-Xdm...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/WISk0lBpFJW8IUKTp...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 58.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hookers and Coke and Magical Thinking': 4 (0.0%) + 'OMG WTF, visit the first link, does this DUI man h...': 3 (0.0%) + 'He's getting a little fat': 2 (0.0%) + 'So me and my friends stopped at a diner on the way...': 2 (0.0%) + 'Weird figure? Or bad Photoshop?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 674,615/674,615 (100.0%) +Types: str:674,615 +String length avg: 69.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.ourcityplymouth.co.uk/page9.html': 4 (0.0%) + 'http://bit.ly/a5Arln': 4 (0.0%) + 'http://www.guardian.co.uk/society/2010/nov/01/alco...': 4 (0.0%) + 'http://digbysblog.blogspot.com/2010/10/hookers-and...': 4 (0.0%) + 'http://thinkprogress.org/2010/10/31/broder-war-ira...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 674,615/674,615 (100.0%) +Types: str:613,378, NoneType:61,237 +Null/Empty: null:61,237 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 548,392 (89.4%) + 'promo_specified': 25,159 (4.1%) + 'promo_adult': 17,694 (2.9%) + 'promo_adult_nsfw': 17,491 (2.9%) + 'no_ads': 2,872 (0.5%) + 'promo_all': 1,515 (0.2%) + 'house_only': 255 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 497,917/674,615 (73.8%) +Types: NoneType:492,479, int:5,438 +Null/Empty: null:492,479 +Numeric values: 5,438 total +Numeric range: min:1, max:140, avg:105.0 +Numeric std dev: 28.4 +Unique numbers tracked: 126 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 497,917/674,615 (73.8%) +Types: NoneType:492,479, int:5,438 +Null/Empty: null:492,479 +Numeric values: 5,438 total +Numeric range: min:1, max:140, avg:136.0 +Numeric std dev: 17.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 5,144 (94.6%) + 70: 252 (4.6%) + 50: 22 (0.4%) + 1: 7 (0.1%) + 40: 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 475,813/674,615 (70.5%) +Types: list:475,813 +Null/Empty: empty_arr:460,321 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 475,813/674,615 (70.5%) +Types: str:475,813 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 460,321 (96.7%) + 'richtext': 15,492 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,175/674,615 (0.8%) +Types: str:5,175 +String length avg: 5.2 +Unique strings tracked: 4 +String values distribution: + 'link': 2,851 (55.1%) + 'image': 1,545 (29.9%) + 'rich:video': 769 (14.9%) + 'self': 10 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,175/674,615 (0.8%) +Types: dict:5,175 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:0 (0.0%), false:4,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:1 (0.0%), false:4,783 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:0 (0.0%), false:4,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,784/674,615 (0.7%) +Types: bool:4,784 +Booleans: true:0 (0.0%), false:4,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,711/674,615 (0.4%) +Types: bool:2,711 +Booleans: true:2,711 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 640/674,615 (0.1%) +Types: str:501, NoneType:139 +Null/Empty: null:139 +String length avg: 7.9 +Unique strings tracked: 346 +Top 5 string values: + 't2_1ed7b': 26 (5.2%) + 't2_1uzpp': 22 (4.4%) + 't2_477fz': 17 (3.4%) + 't2_46qeu': 8 (1.6%) + 't2_44w2w': 6 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 640/674,615 (0.1%) +Types: NoneType:637, str:3 +Null/Empty: null:637 +String length avg: 10.7 +Unique strings tracked: 2 +String values distribution: + 'ibm.com': 2 (66.7%) + 'parentsconnect.com': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 640/674,615 (0.1%) +Types: list:640 +Null/Empty: empty_arr:640 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 640/674,615 (0.1%) +Types: list:640 +Null/Empty: empty_arr:640 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 640/674,615 (0.1%) +Types: str:640 +String length avg: 49.5 +Unique strings tracked: 554 +Top 5 string values: + 'http://CadenceWatch.com/reddit-holiday': 4 (0.6%) + 'http://www.playtimepleasure.com/reddit': 4 (0.6%) + 'http://www.google.com': 4 (0.6%) + 'http://sonsoflibertyacademy.com/': 4 (0.6%) + 'http://www.nerdkits.com/': 4 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 640/674,615 (0.1%) +Types: bool:640 +Booleans: true:0 (0.0%), false:640 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 640/674,615 (0.1%) +Types: str:640 +Null/Empty: empty_str:640 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 640/674,615 (0.1%) +Types: dict:640 +Null/Empty: empty_obj:640 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 640/674,615 (0.1%) +Types: bool:640 +Booleans: true:640 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 640/674,615 (0.1%) +Types: list:640 +Null/Empty: empty_arr:640 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 640/674,615 (0.1%) +Types: NoneType:640 +Null/Empty: null:640 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 41/674,615 (0.0%) +Types: str:41 +Null/Empty: empty_str:41 + +================================================================================ + +================================================================================ +FILE: RS_2010-12.jsonl +Analysis Time: 2026-01-15 06:27:51 +================================================================================ +Total lines: 729,840 +Processed lines: 729,840 +Total unique fields: 88 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:729,124 (99.9%), false:716 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 598 (0.1%) + 'BonerBoy': 9 (0.0%) + 'jack_alexander': 8 (0.0%) + 'mnbvi': 6 (0.0%) + 'death-metal': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:509,235, str:220,605 +Null/Empty: null:509,235, empty_str:220,603 +String length avg: 7.0 +Unique strings tracked: 1 +String values distribution: + '#edeff1': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:706,617, str:23,223 +Null/Empty: null:706,617, empty_str:2,967 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mflb': 73 (0.4%) + 'default': 53 (0.3%) + 'lastfm': 53 (0.3%) + 'userGray': 39 (0.2%) + 'no-knight': 36 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:707,715, str:22,125 +Null/Empty: null:707,715, empty_str:4,770 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Zerg': 22 (0.1%) + 'Protoss': 16 (0.1%) + 'Austria': 15 (0.1%) + 'America': 15 (0.1%) + 'Louisiana Tech Bulldogs / /r/CFB Founder': 14 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:509,235, str:220,605 +Null/Empty: null:509,235 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 220,605 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:593,672 (81.3%), false:136,168 (18.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:509,635 (69.8%), false:220,205 (30.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:1,291,161,601, max:1,293,839,988, avg:1292458990.0 +Numeric std dev: 766923.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:728,953, str:887 +Null/Empty: null:728,953 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 874 (98.5%) + 'admin': 13 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +Null/Empty: empty_str:39 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 216 (0.0%) + 'youtube.com': 170 (0.0%) + 'i.imgur.com': 131 (0.0%) + 'self.AskReddit': 128 (0.0%) + 'self.reddit.com': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 729,840/729,840 (100.0%) +Types: bool:702,893, float:26,947 +Booleans: true:0 (0.0%), false:702,893 (100.0%) +Numeric values: 26,947 total +Numeric range: min:1,291,165,230.0, max:1,522,171,053.0, avg:1294370680.0 +Numeric std dev: 17269121.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 729,836 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:135 (0.0%), false:729,705 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ee6n3': 1 (0.0%) + 'ee6n4': 1 (0.0%) + 'ee6n5': 1 (0.0%) + 'ee6n6': 1 (0.0%) + 'ee6n7': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:362,696 (49.7%), false:367,144 (50.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:191,895 (26.3%), false:537,945 (73.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:729,625, str:215 +Null/Empty: null:729,625, empty_str:27 +String length avg: 7.1 +Unique strings tracked: 86 +Top 5 string values: + 'solvedcase': 18 (9.6%) + 'removed': 14 (7.4%) + 'solved': 7 (3.7%) + 'ten': 7 (3.7%) + 'tbt': 7 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 729,840/729,840 (100.0%) +Types: list:729,840 +Null/Empty: empty_arr:729,622 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:729,608, str:232 +Null/Empty: null:729,608, empty_str:14 +String length avg: 8.9 +Unique strings tracked: 106 +Top 5 string values: + 'Solved': 21 (9.6%) + 'TAKEN': 14 (6.4%) + 'Video': 10 (4.6%) + '(To be tagged...)': 7 (3.2%) + 'ATN': 6 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'text': 729,622 (100.0%) + 'richtext': 218 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:42 (0.0%), false:729,798 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:728,920, dict:920 +Null/Empty: null:728,920 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 729,840/729,840 (100.0%) +Types: dict:729,840 +Null/Empty: empty_obj:728,920 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:478,232 (65.5%), false:251,608 (34.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:6,486, avg:7.4 +Numeric std dev: 46.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 729,839 (100.0%) + 1: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:21,763 (3.0%), false:708,077 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 729,840/729,840 (100.0%) +Types: str:664,434, NoneType:65,406 +Null/Empty: null:65,406 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 593,672 (89.4%) + 'promo_specified': 26,184 (3.9%) + 'promo_adult': 21,839 (3.3%) + 'promo_adult_nsfw': 17,425 (2.6%) + 'no_ads': 3,271 (0.5%) + 'promo_all': 1,714 (0.3%) + 'house_only': 329 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 65.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/reddit.com/comments/ee6n3/dae_go_here_once_a_we...': 1 (0.0%) + '/r/Winnipeg/comments/ee6n4/flying_shopping_carts/': 1 (0.0%) + '/r/reddit.com/comments/ee6n5/ski_holidays_20102011...': 1 (0.0%) + '/r/AsianHotties/comments/ee6n6/someone_needed_puni...': 1 (0.0%) + '/r/trees/comments/ee6n7/people_like_this_piss_me_o...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:1,522,980,227, max:1,522,992,272, avg:1522986246.3 +Numeric std dev: 3470.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 729,840/729,840 (100.0%) +Types: int:729,840 +Numeric values: 729,840 total +Numeric range: min:0, max:4,190, avg:12.1 +Numeric std dev: 72.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:728,920, dict:920 +Null/Empty: null:728,920 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 729,840/729,840 (100.0%) +Types: dict:729,840 +Null/Empty: empty_obj:728,920 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +Null/Empty: empty_str:439,358 +String length avg: 225.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 1,401 (0.5%) + '[removed]': 267 (0.1%) + '[8]': 2 (0.0%) + 'I have an Ipod Touch 2G with IOS4.0.1, anyway it c...': 2 (0.0%) + 'And I call bullshit on anyone who said they felt i...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:729,838 (100.0%), false:2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:27 (0.0%), false:729,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 729,840/729,840 (100.0%) +Types: bool:729,840 +Booleans: true:0 (0.0%), false:729,840 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 2,820 (0.4%) + 'pics': 683 (0.1%) + 'AskReddit': 577 (0.1%) + 'funny': 357 (0.0%) + 'politics': 314 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 2,820 (0.4%) + 't5_2qh0u': 683 (0.1%) + 't5_2qh1i': 577 (0.1%) + 't5_2qh33': 357 (0.0%) + 't5_2cneq': 314 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/reddit.com': 2,820 (0.4%) + 'r/pics': 683 (0.1%) + 'r/AskReddit': 577 (0.1%) + 'r/funny': 357 (0.0%) + 'r/politics': 314 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 6.5 +Unique strings tracked: 4 +String values distribution: + 'public': 541,321 (74.2%) + 'archived': 179,199 (24.6%) + 'restricted': 9,093 (1.2%) + 'gold_only': 227 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 729,840/729,840 (100.0%) +Types: NoneType:704,988, str:24,852 +Null/Empty: null:704,988 +String length avg: 9.1 +Unique strings tracked: 6 +String values distribution: + 'confidence': 21,756 (87.5%) + 'top': 2,226 (9.0%) + 'new': 755 (3.0%) + 'qa': 48 (0.2%) + 'controversial': 35 (0.1%) + 'old': 32 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +Null/Empty: empty_str:191,748 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 83,772 (15.6%) + 'self': 23,522 (4.4%) + 'https://b.thumbs.redditmedia.com/FkfyFWI9DobU4myqW...': 3 (0.0%) + 'https://a.thumbs.redditmedia.com/b83PsYYJ-929lKKYM...': 2 (0.0%) + 'https://b.thumbs.redditmedia.com/akRAhlsDw-wdSqai4...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 57.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Wrestling Face Plant! Fail +': 6 (0.0%) + 'Hey /r/Canada, I painted this when I was learning ...': 4 (0.0%) + 'Smithsonian Museum Removes An LGBT Art Exhibit Aft...': 3 (0.0%) + 'The House of Representatives most blatant racist, ...': 3 (0.0%) + 'people like this piss me off(21/f/campus cop)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 729,840/729,840 (100.0%) +Types: str:729,840 +String length avg: 68.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://safe.tumblr.com/safe/video/2053416343/500': 6 (0.0%) + 'http://tinyurl.com/d9fklp': 3 (0.0%) + 'http://www.smh.com.au/technology/technology-news/i...': 3 (0.0%) + 'http://thinkprogress.org/2010/11/30/smithsonian-lg...': 3 (0.0%) + 'http://www.guardian.co.uk/media/2010/nov/30/interp...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 729,840/729,840 (100.0%) +Types: str:664,434, NoneType:65,406 +Null/Empty: null:65,406 +String length avg: 7.7 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 590,118 (88.8%) + 'promo_specified': 26,184 (3.9%) + 'promo_adult': 21,625 (3.3%) + 'promo_adult_nsfw': 21,204 (3.2%) + 'no_ads': 3,271 (0.5%) + 'promo_all': 1,703 (0.3%) + 'house_only': 329 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 538,092/729,840 (73.7%) +Types: NoneType:532,274, int:5,818 +Null/Empty: null:532,274 +Numeric values: 5,818 total +Numeric range: min:1, max:140, avg:106.2 +Numeric std dev: 28.0 +Unique numbers tracked: 127 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 538,092/729,840 (73.7%) +Types: NoneType:532,274, int:5,818 +Null/Empty: null:532,274 +Numeric values: 5,818 total +Numeric range: min:1, max:140, avg:136.5 +Numeric std dev: 15.7 +Unique numbers tracked: 12 +Top 5 numeric values: + 140: 5,534 (95.1%) + 70: 253 (4.3%) + 50: 12 (0.2%) + 64: 6 (0.1%) + 48: 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 509,887/729,840 (69.9%) +Types: list:509,887 +Null/Empty: empty_arr:492,532 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 509,887/729,840 (69.9%) +Types: str:509,887 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'text': 492,532 (96.6%) + 'richtext': 17,355 (3.4%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,504/729,840 (0.8%) +Types: str:5,504 +String length avg: 5.2 +Unique strings tracked: 4 +String values distribution: + 'link': 2,932 (53.3%) + 'image': 1,782 (32.4%) + 'rich:video': 776 (14.1%) + 'self': 14 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,504/729,840 (0.8%) +Types: dict:5,504 + +──────────────────────────────────────────────────────────── +FIELD: approved Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:2 (0.0%), false:4,575 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ignore_reports Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:0 (0.0%), false:4,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removed Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:0 (0.0%), false:4,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: spam Occurrence: 4,577/729,840 (0.6%) +Types: bool:4,577 +Booleans: true:0 (0.0%), false:4,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 2,587/729,840 (0.4%) +Types: bool:2,587 +Booleans: true:2,587 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 716/729,840 (0.1%) +Types: str:554, NoneType:162 +Null/Empty: null:162 +String length avg: 8.0 +Unique strings tracked: 431 +Top 5 string values: + 't2_1uzpp': 19 (3.4%) + 't2_4l678': 8 (1.4%) + 't2_4kp5q': 6 (1.1%) + 't2_46qeu': 5 (0.9%) + 't2_1ed7b': 5 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 716/729,840 (0.1%) +Types: list:716 +Null/Empty: empty_arr:716 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 716/729,840 (0.1%) +Types: list:716 +Null/Empty: empty_arr:716 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 716/729,840 (0.1%) +Types: str:716 +String length avg: 46.8 +Unique strings tracked: 616 +Top 5 string values: + 'http://sanshee.com/shirts/': 9 (1.3%) + 'http://www.tabgrip.com': 8 (1.1%) + 'http://www.blank-label.com': 5 (0.7%) + 'http://www.chirpme.com': 4 (0.6%) + 'http://nakedlaw.avvo.com/2010/12/6-crimes-committe...': 3 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 716/729,840 (0.1%) +Types: bool:716 +Booleans: true:0 (0.0%), false:716 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 716/729,840 (0.1%) +Types: str:716 +Null/Empty: empty_str:716 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 716/729,840 (0.1%) +Types: dict:716 +Null/Empty: empty_obj:716 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 716/729,840 (0.1%) +Types: bool:716 +Booleans: true:716 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 716/729,840 (0.1%) +Types: list:716 +Null/Empty: empty_arr:716 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 716/729,840 (0.1%) +Types: NoneType:716 +Null/Empty: null:716 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 56/729,840 (0.0%) +Types: str:56 +Null/Empty: empty_str:56 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 10/729,840 (0.0%) +Types: str:10 +String length avg: 36.0 +Unique strings tracked: 7 +String values distribution: + 'a6c1ba7a-b172-11e7-b8e9-0e102f425a32': 3 (30.0%) + '0d95094c-7d51-11e7-8289-0ec462855064': 2 (20.0%) + 'ee671dc6-e304-11e1-98d6-12313b0c247a': 1 (10.0%) + '084a5ff8-6806-11e5-9958-12c8a3890827': 1 (10.0%) + '85f81fd4-87ee-11e3-a1b2-12313d18400c': 1 (10.0%) + '01858ec6-884d-11e3-aa71-12313d224170': 1 (10.0%) + '94b74222-74a6-11e7-aedf-0e8c0cb73d02': 1 (10.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2011.txt b/analysis/original_schema_analysis/submissions/analysis_report_2011.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca60e2708f0f13166636ea427b1007c02ea31427 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2011.txt @@ -0,0 +1,4322 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2011 +Analysis Started: 2026-01-15 06:32:28 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2011-01.jsonl +Analysis Time: 2026-01-15 06:33:06 +================================================================================ +Total lines: 837,996 +Processed lines: 837,996 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:-1, max:16,690, avg:14.4 +Numeric std dev: 161.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,939, str:56 +Null/Empty: null:837,939 +String length avg: 9.3 +Unique strings tracked: 25 +Top 5 string values: + 'Solved': 18 (32.1%) + 'Arx Libertatis': 8 (14.3%) + '[reddit.com]': 4 (7.1%) + '[askscience]': 3 (5.4%) + 'sandbox': 2 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:836,774, str:1,221 +Null/Empty: null:836,774 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,212 (99.3%) + 'admin': 9 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:769,729, dict:68,266 +Null/Empty: null:769,729 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.fox23.com/news/local/story/Mother-Relie...': 5 (0.0%) + 'http://www.youtube.com/watch?v=zjYSERaXEGI': 3 (0.0%) + 'http://www.distractmefrom.com/v/isYF5E0WxGU/QVC-La...': 3 (0.0%) + 'http://www.youtube.com/watch?v=2MAIDe0AWRg': 3 (0.0%) + 'http://i.imgur.com/cCMWN.png': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,952, str:43 +Null/Empty: null:837,952, empty_str:1 +String length avg: 10.0 +Unique strings tracked: 16 +Top 5 string values: + 'solvedcase': 17 (40.5%) + 'arx-libertatis': 8 (19.0%) + 'solved': 2 (4.8%) + 'sandbox': 2 (4.8%) + 'gearreview': 2 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'eut41': 1 (0.0%) + 'eut40': 1 (0.0%) + 'eut3z': 1 (0.0%) + 'eut3y': 1 (0.0%) + 'eut3x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,925, int:70 +Booleans: true:28,001 (3.3%), false:809,924 (96.7%) +Numeric values: 70 total +Numeric range: min:1,337,223,905, max:1,374,039,302, avg:1353291285.9 +Numeric std dev: 10756369.9 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:1,293,858,000, max:1,296,518,398, avg:1295219427.1 +Numeric std dev: 751143.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_eut41': 1 (0.0%) + 't3_eut40': 1 (0.0%) + 't3_eut3z': 1 (0.0%) + 't3_eut3y': 1 (0.0%) + 't3_eut3x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 2,018 (0.2%) + 'pics': 692 (0.1%) + 'AskReddit': 501 (0.1%) + 'gaming': 308 (0.0%) + 'funny': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 56.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Oklahoma government leaves father powerless to pre...': 5 (0.0%) + 'Wife is in bed early....CRAPFUCKSHIT...AAAAAAA (sf...': 3 (0.0%) + 'Create light on the first day...': 3 (0.0%) + 'Gaming Gopher has Trouble with Horror Games': 2 (0.0%) + 'Auto-Tune the News: Backin Up Song': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:803,798, str:34,197 +Null/Empty: null:803,798, empty_str:6,551 +String length avg: 14.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 395 (1.4%) + 'Longhorn from Austin': 30 (0.1%) + 'I'ma taking pics of you spammers': 26 (0.1%) + 'Protoss': 25 (0.1%) + 'Tangerine Dream': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:206,328 (24.6%), false:631,667 (75.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 837,995/837,996 (100.0%) +Types: dict:837,995 +Null/Empty: empty_obj:769,731 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/pics/comments/eut41/last_nights_pocket_full_of_...': 1 (0.0%) + '/r/chicagobulls/comments/eut40/bulls_beat_a_short_...': 1 (0.0%) + '/r/canada/comments/eut3z/did_anyone_else_see_the_r...': 1 (0.0%) + '/r/funny/comments/eut3y/to_go_to_the_corner_store_...': 1 (0.0%) + '/r/funny/comments/eut3x/carp_huge_carp/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:803,754, str:34,241 +Null/Empty: null:803,754, empty_str:4,998 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 707 (2.4%) + 'default': 82 (0.3%) + 'mflb': 77 (0.3%) + 'userGray': 61 (0.2%) + 'Z': 49 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +Null/Empty: empty_str:659,112 +String length avg: 603.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I created [Yarnswap](http://www.reddit.com/r/Yarns...': 4 (0.0%) + 'I've noticed a lot of local news reports and newsp...': 3 (0.0%) + 'http://steamcommunity.com/id/Muhs': 2 (0.0%) + 'We've got for a few months now. He's attatched him...': 2 (0.0%) + 'There's a lot of good research on the bible but no...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 286 (0.0%) + 'youtube.com': 229 (0.0%) + 'self.AskReddit': 149 (0.0%) + 'imgur.com': 142 (0.0%) + 'self.reddit.com': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:-4, max:13,012, avg:7.5 +Numeric std dev: 51.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:0 (0.0%), false:837,995 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 14.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,059 (0.2%) + 'self': 960 (0.1%) + 'nsfw': 137 (0.0%) + 'http://thumbs.reddit.com/t3_eut40.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_eut3w.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:0 (0.0%), false:837,995 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 837,995/837,996 (100.0%) +Types: str:837,995 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 2,018 (0.2%) + 't5_2qh0u': 692 (0.1%) + 't5_2qh1i': 501 (0.1%) + 't5_2qh03': 308 (0.0%) + 't5_2qh33': 288 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:-2, max:20,507, avg:26.3 +Numeric std dev: 227.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:837,995 +Null/Empty: null:837,995 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:0, max:3,817, avg:12.1 +Numeric std dev: 74.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 837,995/837,996 (100.0%) +Types: NoneType:655,192, str:182,803 +Null/Empty: null:655,192 +String length avg: 781.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 25 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 837,995/837,996 (100.0%) +Types: int:837,995 +Numeric values: 837,995 total +Numeric range: min:1,293,858,000, max:1,296,518,398, avg:1295219427.1 +Numeric std dev: 751143.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:0 (0.0%), false:837,995 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 837,995/837,996 (100.0%) +Types: bool:837,995 +Booleans: true:25,068 (3.0%), false:812,927 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 837,267/837,996 (99.9%) +Types: str:837,267 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 456 (0.1%) + 'tomoarigato': 12 (0.0%) + 'anutensil': 6 (0.0%) + 'Akme': 6 (0.0%) + 'aguki': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 728/837,996 (0.1%) +Types: bool:728 +Booleans: true:728 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-02.jsonl +Analysis Time: 2026-01-15 06:33:43 +================================================================================ +Total lines: 822,302 +Processed lines: 822,302 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:-1, max:18,510, avg:15.0 +Numeric std dev: 168.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,240, str:62 +Null/Empty: null:822,240, empty_str:2 +String length avg: 8.9 +Unique strings tracked: 34 +Top 5 string values: + 'Solved': 12 (20.0%) + '[askreddit]': 5 (8.3%) + 'Announcement': 4 (6.7%) + 'SSS': 3 (5.0%) + 'Arx Libertatis': 2 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:821,076, str:1,226 +Null/Empty: null:821,076 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,213 (98.9%) + 'admin': 13 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:759,586, dict:62,716 +Null/Empty: null:759,586 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/WojnL.png': 4 (0.0%) + 'http://www.youtube.com/watch?v=mt59ETzba9A&fea...': 3 (0.0%) + 'http://news.cnet.com/8301-17938_105-20030235-1.htm...': 3 (0.0%) + 'http://politifact.com/florida/statements/2011/feb/...': 3 (0.0%) + 'http://googleblog.blogspot.com/2011/02/microsofts-...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,249, str:53 +Null/Empty: null:822,249, empty_str:11 +String length avg: 8.4 +Unique strings tracked: 25 +Top 5 string values: + 'solvedcase': 10 (23.8%) + 'solved': 2 (4.8%) + 'arx-libertatis': 2 (4.8%) + 'tips': 2 (4.8%) + 'woahdudeapproved': 2 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fdfsu': 1 (0.0%) + 'fdfst': 1 (0.0%) + 'fdfss': 1 (0.0%) + 'fdfsr': 1 (0.0%) + 'fdfsq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,225, int:77 +Booleans: true:25,885 (3.1%), false:796,340 (96.9%) +Numeric values: 77 total +Numeric range: min:1,337,060,650, max:1,372,126,039, avg:1352653928.5 +Numeric std dev: 8676377.3 +Unique numbers tracked: 77 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:1,296,518,404, max:1,298,937,599, avg:1297737173.1 +Numeric std dev: 705770.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_fdfsu': 1 (0.0%) + 't3_fdfst': 1 (0.0%) + 't3_fdfss': 1 (0.0%) + 't3_fdfsr': 1 (0.0%) + 't3_fdfsq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,785 (0.2%) + 'pics': 561 (0.1%) + 'AskReddit': 384 (0.0%) + 'politics': 309 (0.0%) + 'funny': 264 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 56.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PolitiFact Florida | Florida lawmaker suggests doc...': 3 (0.0%) + 'Sharp drop in US Treasury borrowings - AleaBlog.co...': 2 (0.0%) + 'ITAP using my homemade softbox. Pretty happy with ...': 2 (0.0%) + 'Roku boxes get USB playback, Al Jazeera English': 2 (0.0%) + 'Missing the bowl [FBF]': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:789,169, str:33,133 +Null/Empty: null:789,169, empty_str:6,868 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 294 (1.1%) + 'Arsenal': 23 (0.1%) + 'Ontario': 20 (0.1%) + 'תורת משה': 18 (0.1%) + 'Zerg': 14 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:199,903 (24.3%), false:622,399 (75.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 822,302/822,302 (100.0%) +Types: dict:822,302 +Null/Empty: empty_obj:759,588 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/fdfsu/this_commercial_keeps_co...': 1 (0.0%) + '/r/geek/comments/fdfst/black_people_like_blackberr...': 1 (0.0%) + '/r/funny/comments/fdfss/came_across_this_derp_when...': 1 (0.0%) + '/r/WTF/comments/fdfsr/til_how_ships_are_launched/': 1 (0.0%) + '/r/Music/comments/fdfsq/blue_monday_by_new_order/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:788,000, str:34,302 +Null/Empty: null:788,000, empty_str:5,283 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 455 (1.6%) + 'default': 68 (0.2%) + 'mflb': 60 (0.2%) + 'flair-default': 42 (0.1%) + 'userGray': 39 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +Null/Empty: empty_str:649,098 +String length avg: 596.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Something feels wrong. I've always felt off -- not...': 2 (0.0%) + 'For an example: gnostic is pronounced without the ...': 2 (0.0%) + 'I'm a female and want to eat more protein for runn...': 2 (0.0%) + 'I would not like.': 2 (0.0%) + 'My buddy & I just hit two bowls and feasted at...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 254 (0.0%) + 'youtube.com': 168 (0.0%) + 'imgur.com': 100 (0.0%) + 'self.AskReddit': 96 (0.0%) + 'self.reddit.com': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:-27, max:10,625, avg:7.3 +Numeric std dev: 52.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:0 (0.0%), false:822,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,577 (0.2%) + 'self': 593 (0.1%) + 'nsfw': 101 (0.0%) + 'http://thumbs.reddit.com/t3_fdfss.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_fdfsq.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:0 (0.0%), false:822,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 822,302/822,302 (100.0%) +Types: str:822,302 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,785 (0.2%) + 't5_2qh0u': 561 (0.1%) + 't5_2qh1i': 384 (0.0%) + 't5_2cneq': 309 (0.0%) + 't5_2qh33': 264 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:-1, max:21,963, avg:27.0 +Numeric std dev: 236.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:822,302 +Null/Empty: null:822,302 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:0, max:4,086, avg:12.2 +Numeric std dev: 75.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 822,302/822,302 (100.0%) +Types: NoneType:645,139, str:177,163 +Null/Empty: null:645,139 +String length avg: 772.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 22 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 822,302/822,302 (100.0%) +Types: int:822,302 +Numeric values: 822,302 total +Numeric range: min:1,296,518,404, max:1,298,937,599, avg:1297737173.1 +Numeric std dev: 705770.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:0 (0.0%), false:822,302 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 822,302/822,302 (100.0%) +Types: bool:822,302 +Booleans: true:22,291 (2.7%), false:800,011 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 821,524/822,302 (99.9%) +Types: str:821,524 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 391 (0.0%) + 'klmd': 5 (0.0%) + 'bushwarriors': 5 (0.0%) + 'eaturbrainz': 4 (0.0%) + 'Laserfalcon': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 778/822,302 (0.1%) +Types: bool:778 +Booleans: true:778 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-03.jsonl +Analysis Time: 2026-01-15 06:34:27 +================================================================================ +Total lines: 976,817 +Processed lines: 976,817 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:-1, max:18,565, avg:16.5 +Numeric std dev: 187.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,734, str:83 +Null/Empty: null:976,734, empty_str:3 +String length avg: 7.3 +Unique strings tracked: 34 +Top 5 string values: + 'Solved': 27 (33.8%) + 'Physics': 5 (6.2%) + 'SSS': 4 (5.0%) + '[pics]': 4 (5.0%) + '[askreddit]': 3 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:975,339, str:1,478 +Null/Empty: null:975,339 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,465 (99.1%) + 'admin': 13 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:897,664, dict:79,153 +Null/Empty: null:897,664 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.techdirt.com/articles/20110226/15103513...': 3 (0.0%) + 'http://www.youtube.com/watch?v=CHocqhf5YnU': 3 (0.0%) + 'http://www.newsweek.com/2011/02/27/strategy-sit-on...': 3 (0.0%) + 'http://i.imgur.com/U8keL.png': 2 (0.0%) + 'http://i.imgur.com/WhBJ2.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,746, str:71 +Null/Empty: null:976,746, empty_str:14 +String length avg: 8.5 +Unique strings tracked: 21 +Top 5 string values: + 'solvedcase': 26 (45.6%) + 'physics': 5 (8.8%) + 'trashtalk': 3 (5.3%) + 'astro': 2 (3.5%) + 'gearquestion': 2 (3.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fverk': 1 (0.0%) + 'fverj': 1 (0.0%) + 'fveri': 1 (0.0%) + 'fverh': 1 (0.0%) + 'fverg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,724, int:93 +Booleans: true:30,088 (3.1%), false:946,636 (96.9%) +Numeric values: 93 total +Numeric range: min:1,337,279,638, max:1,372,253,485, avg:1353700785.4 +Numeric std dev: 9460934.1 +Unique numbers tracked: 93 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,817 +Null/Empty: null:976,817 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:1,298,937,605, max:1,301,615,999, avg:1300298763.9 +Numeric std dev: 790440.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,817 +Null/Empty: null:976,817 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_fverk': 1 (0.0%) + 't3_fverj': 1 (0.0%) + 't3_fveri': 1 (0.0%) + 't3_fverh': 1 (0.0%) + 't3_fverg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,652 (0.2%) + 'pics': 482 (0.0%) + 'AskReddit': 382 (0.0%) + 'politics': 310 (0.0%) + 'funny': 301 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Judge Dumps Yet Another Mass Infringement Suit In ...': 3 (0.0%) + 'Strategy: Sit On Your Hands — +Washington’s instinc...': 3 (0.0%) + 'DAE dig the band iwrestledabearonce? [5}': 3 (0.0%) + 'Pokemon Meets Metal': 2 (0.0%) + 'Someone just ripped off 21 popular free apps from ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:931,429, str:45,388 +Null/Empty: null:931,429, empty_str:7,995 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 323 (0.9%) + 'Resident Proctologist': 67 (0.2%) + 'Protoss': 32 (0.1%) + 'Zerg': 30 (0.1%) + 'Random': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:243,686 (24.9%), false:733,131 (75.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 976,817/976,817 (100.0%) +Types: dict:976,817 +Null/Empty: empty_obj:897,664 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Libertarian/comments/fverk/peter_schiff_speech_...': 1 (0.0%) + '/r/reddit.com/comments/fverj/av_receivers_and_hdmi...': 1 (0.0%) + '/r/udk/comments/fveri/lets_get_this_subreddit_kick...': 1 (0.0%) + '/r/reddit.com/comments/fverh/am_i_the_only_one_who...': 1 (0.0%) + '/r/pics/comments/fverg/top_favorite_quotes_at_83rd...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:931,888, str:44,929 +Null/Empty: null:931,888, empty_str:7,313 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 392 (1.0%) + 'default': 57 (0.2%) + 'Z': 53 (0.1%) + 'mflb': 52 (0.1%) + 'P': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +Null/Empty: empty_str:768,602 +String length avg: 582.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Really curious to hear some people's opinions...': 4 (0.0%) + 'Sometimes, I get so many weird looks that I do a "...': 2 (0.0%) + 'Badass metal band I've recently discovered. They e...': 2 (0.0%) + 'i suck a lot and would like to get better. my goal...': 2 (0.0%) + 'The comments are just as horrific.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 212 (0.0%) + 'youtube.com': 193 (0.0%) + 'imgur.com': 101 (0.0%) + 'self.AskReddit': 101 (0.0%) + 'self.reddit.com': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:-582, max:9,739, avg:7.2 +Numeric std dev: 56.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,814, bool:3 +Null/Empty: null:976,814 +Booleans: true:3 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:0 (0.0%), false:976,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,229 (0.2%) + 'self': 666 (0.1%) + 'nsfw': 94 (0.0%) + 'http://thumbs.reddit.com/t3_fverf.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_fverc.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:0 (0.0%), false:976,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 976,817/976,817 (100.0%) +Types: str:976,817 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,652 (0.2%) + 't5_2qh0u': 482 (0.0%) + 't5_2qh1i': 382 (0.0%) + 't5_2cneq': 310 (0.0%) + 't5_2qh33': 301 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:-1, max:22,168, avg:28.6 +Numeric std dev: 255.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:976,817 +Null/Empty: null:976,817 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:0, max:7,994, avg:12.4 +Numeric std dev: 76.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 976,817/976,817 (100.0%) +Types: NoneType:763,644, str:213,173 +Null/Empty: null:763,644 +String length avg: 755.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 27 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 976,817/976,817 (100.0%) +Types: int:976,817 +Numeric values: 976,817 total +Numeric range: min:1,298,937,605, max:1,301,619,599, avg:1300300944.0 +Numeric std dev: 791940.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:0 (0.0%), false:976,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 976,817/976,817 (100.0%) +Types: bool:976,817 +Booleans: true:25,488 (2.6%), false:951,329 (97.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 975,843/976,817 (99.9%) +Types: str:975,843 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 439 (0.0%) + 'Kranky_Old_Dude': 8 (0.0%) + 'davidreiss666': 8 (0.0%) + 'wishiwasonmaui': 7 (0.0%) + 'bobcarey78': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 974/976,817 (0.1%) +Types: bool:974 +Booleans: true:974 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-04.jsonl +Analysis Time: 2026-01-15 06:35:10 +================================================================================ +Total lines: 971,371 +Processed lines: 971,371 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:-1, max:19,970, avg:20.2 +Numeric std dev: 221.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,309, str:62 +Null/Empty: null:971,309, empty_str:3 +String length avg: 7.7 +Unique strings tracked: 30 +Top 5 string values: + 'Solved': 16 (27.1%) + 'SSS': 5 (8.5%) + '(Quran / Hadith)': 3 (5.1%) + '[askreddit]': 3 (5.1%) + 'Identified': 3 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:969,989, str:1,382 +Null/Empty: null:969,989 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,370 (99.1%) + 'admin': 12 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:891,307, dict:80,064 +Null/Empty: null:891,307 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.bradleymanning.org/take-action/bradley-...': 5 (0.0%) + 'http://www.miller-mccune.com/politics/budget-cuts-...': 5 (0.0%) + 'http://www.scribd.com/doc/50890761/Nuclear-s-Endle...': 3 (0.0%) + 'http://yfrog.com/hs13423426j': 2 (0.0%) + 'http://imgur.com/dirEt': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,318, str:53 +Null/Empty: null:971,318, empty_str:10 +String length avg: 7.6 +Unique strings tracked: 22 +Top 5 string values: + 'solvedcase': 13 (30.2%) + 'scriptures': 3 (7.0%) + 'solved': 3 (7.0%) + 'check': 3 (7.0%) + 'bio': 2 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ggsly': 1 (0.0%) + 'ggslx': 1 (0.0%) + 'ggslw': 1 (0.0%) + 'ggslv': 1 (0.0%) + 'ggslu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,280, int:91 +Booleans: true:30,134 (3.1%), false:941,146 (96.9%) +Numeric values: 91 total +Numeric range: min:1,337,060,592, max:1,374,186,879, avg:1355387132.2 +Numeric std dev: 11303688.2 +Unique numbers tracked: 91 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,371 +Null/Empty: null:971,371 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:1,301,616,000, max:1,304,207,996, avg:1302892869.5 +Numeric std dev: 749304.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,371 +Null/Empty: null:971,371 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ggsly': 1 (0.0%) + 't3_ggslx': 1 (0.0%) + 't3_ggslw': 1 (0.0%) + 't3_ggslv': 1 (0.0%) + 't3_ggslu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 2,094 (0.2%) + 'pics': 608 (0.1%) + 'fffffffuuuuuuuuuuuu': 511 (0.1%) + 'funny': 423 (0.0%) + 'AskReddit': 414 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Y3S': 46 (0.0%) + 'Bradley Manning Solidarity Weekend, April 9th-10th': 5 (0.0%) + 'Budget Cuts Will Eliminate Government Transparency...': 5 (0.0%) + 'Bradley Manning The Forgotten Man Of The +WikiLea...': 4 (0.0%) + 'jerks at work': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:924,557, str:46,814 +Null/Empty: null:924,557, empty_str:9,811 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 299 (0.8%) + 'Zerg': 44 (0.1%) + 'Protoss': 38 (0.1%) + 'Terran': 23 (0.1%) + 'Tangerine Dream': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:257,443 (26.5%), false:713,928 (73.5%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 971,371/971,371 (100.0%) +Types: dict:971,371 +Null/Empty: empty_obj:891,308 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/ggsly/eeeeeeeeeeeeeeeeeeeeee...': 1 (0.0%) + '/r/fffffffuuuuuuuuuuuu/comments/ggslx/very_funny_r...': 1 (0.0%) + '/r/offbeat/comments/ggslw/rube_goldberg_device_in_...': 1 (0.0%) + '/r/writing/comments/ggslv/the_only_real_literary_f...': 1 (0.0%) + '/r/pics/comments/ggslu/sleepin_bag_like_a_boss/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:923,570, str:47,801 +Null/Empty: null:923,570, empty_str:7,024 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 430 (1.1%) + 'Z': 91 (0.2%) + 'P': 74 (0.2%) + 'T': 49 (0.1%) + 'LuckyBdx4': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +Null/Empty: empty_str:757,159 +String length avg: 544.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PARTYIN, PARTYIN, PARTYIN, PARTYIN, PARTYIN, PARTY...': 19 (0.0%) + 'Please?': 2 (0.0%) + 'My butt pulled an April Fools on me when I farted ...': 2 (0.0%) + '[Here's](http://www.reddit.com/r/relationships/com...': 2 (0.0%) + '.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 404 (0.0%) + 'youtube.com': 212 (0.0%) + 'imgur.com': 184 (0.0%) + 'self.reddit.com': 122 (0.0%) + 'self.AskReddit': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:-31, max:9,796, avg:7.3 +Numeric std dev: 52.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,356, bool:15 +Null/Empty: null:971,356 +Booleans: true:15 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:0 (0.0%), false:971,371 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,375 (0.2%) + 'self': 759 (0.1%) + 'nsfw': 116 (0.0%) + 'http://thumbs.reddit.com/t3_ggslw.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_ggslu.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:0 (0.0%), false:971,371 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 971,371/971,371 (100.0%) +Types: str:971,371 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 2,094 (0.2%) + 't5_2qh0u': 608 (0.1%) + 't5_2qqlo': 511 (0.1%) + 't5_2qh33': 423 (0.0%) + 't5_2qh1i': 414 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:-1, max:23,315, avg:33.4 +Numeric std dev: 289.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:971,371 +Null/Empty: null:971,371 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:0, max:4,087, avg:13.5 +Numeric std dev: 77.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 971,371/971,371 (100.0%) +Types: NoneType:751,121, str:220,250 +Null/Empty: null:751,121 +String length avg: 713.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 49 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 19 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 971,371/971,371 (100.0%) +Types: int:971,371 +Numeric values: 971,371 total +Numeric range: min:1,301,619,600, max:1,304,211,596, avg:1302896469.5 +Numeric std dev: 749304.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:0 (0.0%), false:971,371 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 971,371/971,371 (100.0%) +Types: bool:971,371 +Booleans: true:25,861 (2.7%), false:945,510 (97.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 970,382/971,371 (99.9%) +Types: str:970,382 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 500 (0.1%) + 'thetylanol': 47 (0.0%) + 'Bluetar': 10 (0.0%) + 'toyotabedzrock': 9 (0.0%) + 'Snack_troll': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 989/971,371 (0.1%) +Types: bool:989 +Booleans: true:989 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-05.jsonl +Analysis Time: 2026-01-15 06:35:58 +================================================================================ +Total lines: 1,081,578 +Processed lines: 1,081,578 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:-2, max:28,845, avg:24.9 +Numeric std dev: 268.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,486, str:92 +Null/Empty: null:1,081,486, empty_str:2 +String length avg: 7.8 +Unique strings tracked: 44 +Top 5 string values: + 'Solved': 23 (25.6%) + 'SSS': 4 (4.4%) + '[askreddit]': 4 (4.4%) + 'Physics': 3 (3.3%) + 'video': 3 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,080,214, str:1,364 +Null/Empty: null:1,080,214 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,353 (99.2%) + 'admin': 11 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:990,968, dict:90,610 +Null/Empty: null:990,968 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/r/leaves': 2 (0.0%) + 'http://i.imgur.com/eAG39.jpg': 2 (0.0%) + 'http://imgur.com/EoeL7': 2 (0.0%) + 'http://www.youtube.com/watch?v=VZrnjevlx4g&fea...': 2 (0.0%) + 'http://yfrog.com/h2fgtuuoj': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,504, str:74 +Null/Empty: null:1,081,504, empty_str:12 +String length avg: 7.5 +Unique strings tracked: 25 +Top 5 string values: + 'solvedcase': 22 (35.5%) + 'physics': 3 (4.8%) + 'video': 3 (4.8%) + 'pc': 3 (4.8%) + 'game': 2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'h1opz': 1 (0.0%) + 'h1opy': 1 (0.0%) + 'h1opx': 1 (0.0%) + 'h1opw': 1 (0.0%) + 'h1opv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,494, int:84 +Booleans: true:32,656 (3.0%), false:1,048,838 (97.0%) +Numeric values: 84 total +Numeric range: min:1,337,170,507, max:1,374,134,932, avg:1353332629.9 +Numeric std dev: 10665247.9 +Unique numbers tracked: 84 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,578 +Null/Empty: null:1,081,578 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:1,304,208,001, max:1,306,886,398, avg:1305552039.9 +Numeric std dev: 772849.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,578 +Null/Empty: null:1,081,578 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_h1opz': 1 (0.0%) + 't3_h1opy': 1 (0.0%) + 't3_h1opx': 1 (0.0%) + 't3_h1opw': 1 (0.0%) + 't3_h1opv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,230 (0.1%) + 'pics': 524 (0.0%) + 'fffffffuuuuuuuuuuuu': 417 (0.0%) + 'AskReddit': 410 (0.0%) + 'funny': 290 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 54.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I found myself looking at the random chaos in my a...': 5 (0.0%) + 'TIL there's a subreddit for people trying to quit ...': 2 (0.0%) + 'Telephasic Workshop- Listen to whole song and tell...': 2 (0.0%) + 'Absolute Proof that Ron Paul doesn't believe in Ev...': 2 (0.0%) + 'An unlikely pair.....': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,028,515, str:53,063 +Null/Empty: null:1,028,515, empty_str:11,104 +String length avg: 15.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 310 (0.7%) + 'Protoss': 31 (0.1%) + 'TARDIS': 22 (0.1%) + 'I'ma taking pics of you spammers': 19 (0.0%) + 'Tangerine Dream': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:288,965 (26.7%), false:792,613 (73.3%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,081,578/1,081,578 (100.0%) +Types: dict:1,081,578 +Null/Empty: empty_obj:990,969 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/pics/comments/h1opz/this_is_a_creation_from_the...': 1 (0.0%) + '/r/pics/comments/h1opy/my_rejected_tron_legacy_pos...': 1 (0.0%) + '/r/LadyBoners/comments/h1opx/ladies_i_give_you_rod...': 1 (0.0%) + '/r/Israel/comments/h1opw/the_attack_on_lara_logan_...': 1 (0.0%) + '/r/electronicmusic/comments/h1opv/i_bought_some_ne...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,027,455, str:54,123 +Null/Empty: null:1,027,455, empty_str:8,483 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 324 (0.7%) + 'blueshroom': 70 (0.2%) + 'mflb': 56 (0.1%) + 'default': 53 (0.1%) + 'speedo-blue': 51 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +Null/Empty: empty_str:850,050 +String length avg: 550.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/oQQZd.jpg +http://i.imgur.com/o4...': 5 (0.0%) + 'This is probably because I haven't figured out exa...': 2 (0.0%) + '* Don't take things personally +* Be your self arou...': 2 (0.0%) + 'I want to start a lifting routine that will help m...': 2 (0.0%) + 'I mean, when you really examine the series almost ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 424 (0.0%) + 'youtube.com': 304 (0.0%) + 'imgur.com': 209 (0.0%) + 'self.AskReddit': 182 (0.0%) + 'reddit.com': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:-24, max:13,980, avg:7.6 +Numeric std dev: 60.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,559, bool:19 +Null/Empty: null:1,081,559 +Booleans: true:19 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:0 (0.0%), false:1,081,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,932 (0.2%) + 'self': 748 (0.1%) + 'nsfw': 115 (0.0%) + 'http://thumbs.reddit.com/t3_h1opz.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_h1opx.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:0 (0.0%), false:1,081,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,081,578/1,081,578 (100.0%) +Types: str:1,081,578 +String length avg: 7.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,230 (0.1%) + 't5_2qh0u': 524 (0.0%) + 't5_2qqlo': 417 (0.0%) + 't5_2qh1i': 410 (0.0%) + 't5_2qh33': 290 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:-1, max:31,939, avg:38.9 +Numeric std dev: 336.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:1,081,578 +Null/Empty: null:1,081,578 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:0, max:5,419, avg:14.3 +Numeric std dev: 78.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,081,578/1,081,578 (100.0%) +Types: NoneType:841,621, str:239,957 +Null/Empty: null:841,621 +String length avg: 716.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 47 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><ul&...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,081,578/1,081,578 (100.0%) +Types: int:1,081,578 +Numeric values: 1,081,578 total +Numeric range: min:1,304,211,601, max:1,306,889,998, avg:1305555639.9 +Numeric std dev: 772849.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:0 (0.0%), false:1,081,578 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,081,578/1,081,578 (100.0%) +Types: bool:1,081,578 +Booleans: true:31,592 (2.9%), false:1,049,986 (97.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,080,472/1,081,578 (99.9%) +Types: str:1,080,472 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 489 (0.0%) + 'davidreiss666': 17 (0.0%) + 'telldrak': 16 (0.0%) + 'Wombatapult': 5 (0.0%) + 'camopdude': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,106/1,081,578 (0.1%) +Types: bool:1,106 +Booleans: true:1,106 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-06.jsonl +Analysis Time: 2026-01-15 06:36:50 +================================================================================ +Total lines: 1,153,048 +Processed lines: 1,153,048 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:-1, max:27,002, avg:26.6 +Numeric std dev: 282.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,152,917, str:131 +Null/Empty: null:1,152,917, empty_str:1 +String length avg: 9.2 +Unique strings tracked: 59 +Top 5 string values: + 'Solved': 27 (20.8%) + '(Quran / Hadith)': 13 (10.0%) + 'Finished Munny': 5 (3.8%) + 'Mod Raven': 5 (3.8%) + '[askreddit]': 4 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,151,473, str:1,575 +Null/Empty: null:1,151,473 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,542 (97.9%) + 'admin': 33 (2.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,057,826, dict:95,222 +Null/Empty: null:1,057,826 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.engadget.com/2011/06/01/microsoft-unvei...': 4 (0.0%) + 'http://www.youtube.com/watch?v=GBzSqGc033A': 3 (0.0%) + 'http://www.youtube.com/watch?v=p92QfWOw88I': 3 (0.0%) + 'http://www.youtube.com/watch?v=nKCxcsIzX7U&fea...': 2 (0.0%) + 'http://i.imgur.com/VLefD.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,152,937, str:111 +Null/Empty: null:1,152,937, empty_str:20 +String length avg: 8.0 +Unique strings tracked: 32 +Top 5 string values: + 'solvedcase': 26 (28.6%) + 'scriptures': 13 (14.3%) + 'mod-raven': 5 (5.5%) + 's-s1': 3 (3.3%) + 'game': 3 (3.3%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hphrr': 1 (0.0%) + 'hphrq': 1 (0.0%) + 'hphrp': 1 (0.0%) + 'hphro': 1 (0.0%) + 'hphrn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,152,897, int:151 +Booleans: true:36,541 (3.2%), false:1,116,356 (96.8%) +Numeric values: 151 total +Numeric range: min:1,337,058,085, max:1,374,090,150, avg:1353786231.7 +Numeric std dev: 9736253.5 +Unique numbers tracked: 151 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,048 +Null/Empty: null:1,153,048 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:1,306,886,402, max:1,309,478,397, avg:1308217926.9 +Numeric std dev: 754578.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,048 +Null/Empty: null:1,153,048 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_hphrr': 1 (0.0%) + 't3_hphrq': 1 (0.0%) + 't3_hphrp': 1 (0.0%) + 't3_hphro': 1 (0.0%) + 't3_hphrn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,284 (0.1%) + 'pics': 417 (0.0%) + 'fffffffuuuuuuuuuuuu': 363 (0.0%) + 'AskReddit': 327 (0.0%) + 'funny': 226 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Creeper Troll Cat': 3 (0.0%) + 'Nigga Treyshon': 2 (0.0%) + 'Four Fathers': 2 (0.0%) + 'Forever alone kitty': 2 (0.0%) + 'Simple ad-free Bible online': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,089,949, str:63,099 +Null/Empty: null:1,089,949, empty_str:13,743 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 174 (0.4%) + 'purveyor of pictures': 56 (0.1%) + 'Backpacker Extraordinaire': 33 (0.1%) + 'Zerg': 31 (0.1%) + 'Currently not in the office': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:325,856 (28.3%), false:827,192 (71.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,153,048/1,153,048 (100.0%) +Types: dict:1,153,048 +Null/Empty: empty_obj:1,057,829 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/hphrr/i_finally_did_it_guys_aft...': 1 (0.0%) + '/r/woahdude/comments/hphrq/webmd_your_accuracy_ama...': 1 (0.0%) + '/r/askscience/comments/hphrp/expansion_of_the_univ...': 1 (0.0%) + '/r/trees/comments/hphro/hey_ents_do_you_ever_get_s...': 1 (0.0%) + '/r/Jokes/comments/hphrn/shaking_hands/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,087,457, str:65,591 +Null/Empty: null:1,087,457, empty_str:11,573 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 291 (0.5%) + 'Z': 53 (0.1%) + 'P': 47 (0.1%) + 'mflb': 46 (0.1%) + 'blueshroom': 45 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +Null/Empty: empty_str:895,480 +String length avg: 546.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'In other words make it so that people who visit we...': 2 (0.0%) + 'Hey Pop, + +I know this is going to sound cheesy as ...': 2 (0.0%) + 'I'm not sure if I am wording this correctly, but w...': 2 (0.0%) + 'The [raisin bread model](https://secure.wikimedia....': 1 (0.0%) + '3 guys discussing their hangover after last night:...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 273 (0.0%) + 'youtube.com': 213 (0.0%) + 'imgur.com': 170 (0.0%) + 'self.AskReddit': 126 (0.0%) + 'self.reddit.com': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:-342, max:18,098, avg:7.9 +Numeric std dev: 67.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,045, bool:3 +Null/Empty: null:1,153,045 +Booleans: true:3 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:0 (0.0%), false:1,153,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 2,282 (0.2%) + 'self': 730 (0.1%) + 'nsfw': 125 (0.0%) + 'http://thumbs.reddit.com/t3_hphro.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_hphrl.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:0 (0.0%), false:1,153,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,153,048/1,153,048 (100.0%) +Types: str:1,153,048 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,284 (0.1%) + 't5_2qh0u': 417 (0.0%) + 't5_2qqlo': 363 (0.0%) + 't5_2qh1i': 327 (0.0%) + 't5_2qh33': 226 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:-3, max:30,000, avg:41.6 +Numeric std dev: 350.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:1,153,048 +Null/Empty: null:1,153,048 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:0, max:4,036, avg:15.4 +Numeric std dev: 83.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,153,048/1,153,048 (100.0%) +Types: NoneType:886,693, str:266,355 +Null/Empty: null:886,693 +String length avg: 713.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 42 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"></di...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,153,048/1,153,048 (100.0%) +Types: int:1,153,048 +Numeric values: 1,153,048 total +Numeric range: min:1,306,890,002, max:1,309,481,997, avg:1308221526.9 +Numeric std dev: 754578.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:0 (0.0%), false:1,153,048 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,153,048/1,153,048 (100.0%) +Types: bool:1,153,048 +Booleans: true:35,358 (3.1%), false:1,117,690 (96.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,151,770/1,153,048 (99.9%) +Types: str:1,151,770 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 536 (0.0%) + 'pornsis': 11 (0.0%) + 'milfmap': 9 (0.0%) + 'Orangutan': 9 (0.0%) + 'Kylde': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,278/1,153,048 (0.1%) +Types: bool:1,278 +Booleans: true:1,278 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-07.jsonl +Analysis Time: 2026-01-15 06:37:47 +================================================================================ +Total lines: 1,264,991 +Processed lines: 1,264,991 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:-1, max:28,588, avg:29.4 +Numeric std dev: 306.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,872, str:119 +Null/Empty: null:1,264,872, empty_str:2 +String length avg: 8.9 +Unique strings tracked: 50 +Top 5 string values: + 'Solved': 33 (28.2%) + '(Quran / Hadith)': 13 (11.1%) + '[askreddit]': 5 (4.3%) + 'SSS': 5 (4.3%) + 'Biology': 5 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,263,154, str:1,837 +Null/Empty: null:1,263,154 +String length avg: 8.9 +Unique strings tracked: 2 +String values distribution: + 'moderator': 1,787 (97.3%) + 'admin': 50 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,159,553, dict:105,438 +Null/Empty: null:1,159,553 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://problogic.wordpress.com/2011/07/01/american...': 3 (0.0%) + 'http://the-diplomat.com/2011/06/09/is-china-trying...': 3 (0.0%) + 'http://product-boy.com/2011/07/01/the-most-visuall...': 3 (0.0%) + 'http://pc.gamespy.com/pc/guild-wars-2/1179074p1.ht...': 3 (0.0%) + 'http://www.thedailyshow.com/watch/thu-june-30-2011...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,889, str:102 +Null/Empty: null:1,264,889, empty_str:20 +String length avg: 8.4 +Unique strings tracked: 28 +Top 5 string values: + 'solvedcase': 31 (37.8%) + 'scriptures': 13 (15.9%) + 'bio': 5 (6.1%) + 'resolved': 3 (3.7%) + 'astro': 2 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'iemqy': 1 (0.0%) + 'iemqx': 1 (0.0%) + 'iemqw': 1 (0.0%) + 'iemqv': 1 (0.0%) + 'iemqu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,804, int:187 +Booleans: true:42,206 (3.3%), false:1,222,598 (96.7%) +Numeric values: 187 total +Numeric range: min:1,337,179,158, max:1,373,115,968, avg:1351017000.8 +Numeric std dev: 9695344.3 +Unique numbers tracked: 187 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,991 +Null/Empty: null:1,264,991 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:1,309,478,403, max:1,312,156,797, avg:1310842167.4 +Numeric std dev: 758051.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,991 +Null/Empty: null:1,264,991 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_iemqy': 1 (0.0%) + 't3_iemqx': 1 (0.0%) + 't3_iemqw': 1 (0.0%) + 't3_iemqv': 1 (0.0%) + 't3_iemqu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,073 (0.1%) + 'pics': 446 (0.0%) + 'fffffffuuuuuuuuuuuu': 313 (0.0%) + 'AskReddit': 307 (0.0%) + 'funny': 227 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'America's newest bohemian hotspot is...?': 3 (0.0%) + 'Guild Wars 2 wins over "Fuck Guild Wars" Ryan Scot...': 3 (0.0%) + 'Mark Halperin Calls Obama A Dick — Time Magazine's...': 3 (0.0%) + 'Obama's Justice Department issues memo -- They are...': 3 (0.0%) + 'Living next to an airport.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,190,163, str:74,828 +Null/Empty: null:1,190,163, empty_str:17,422 +String length avg: 15.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 165 (0.3%) + 'Backpacker Extraordinaire': 143 (0.2%) + 'Dives deeper for spam': 37 (0.1%) + 'Spends way too much time here :)': 25 (0.0%) + 'Zerg': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:351,322 (27.8%), false:913,669 (72.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,264,991/1,264,991 (100.0%) +Types: dict:1,264,991 +Null/Empty: empty_obj:1,159,554 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/politics/comments/iemqy/romney_signs_pledge_say...': 1 (0.0%) + '/r/reddit.com/comments/iemqx/my_experience_at_milw...': 1 (0.0%) + '/r/funny/comments/iemqw/oh_good_theres_a_sale_on_d...': 1 (0.0%) + '/r/reddit.com/comments/iemqv/allow_your_clients_se...': 1 (0.0%) + '/r/gonewild/comments/iemqu/me_and_my_weights/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,185,429, str:79,562 +Null/Empty: null:1,185,429, empty_str:14,275 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 209 (0.3%) + 'shroom': 63 (0.1%) + 'mflb': 53 (0.1%) + 'default': 45 (0.1%) + 'Z': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +Null/Empty: empty_str:973,745 +String length avg: 551.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I missed the date the Vancouver tickets went on sa...': 2 (0.0%) + 'I have agreed to a friendly wager as to whether or...': 2 (0.0%) + 'Do you just get dropped from the game? Disconnecte...': 2 (0.0%) + 'Hey Guys. All you athletic types out there or anyo...': 2 (0.0%) + 'I've posted enough of these. You know the drill. T...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 426 (0.0%) + 'youtube.com': 217 (0.0%) + 'imgur.com': 208 (0.0%) + 'self.AskReddit': 138 (0.0%) + 'self.firstworldproblems': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:-1, max:10,621, avg:7.8 +Numeric std dev: 55.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,987, bool:4 +Null/Empty: null:1,264,987 +Booleans: true:4 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:0 (0.0%), false:1,264,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,765 (0.1%) + 'self': 762 (0.1%) + 'nsfw': 131 (0.0%) + 'http://thumbs.reddit.com/t3_iemqx.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_iemqn.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:0 (0.0%), false:1,264,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,264,991/1,264,991 (100.0%) +Types: str:1,264,991 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,073 (0.1%) + 't5_2qh0u': 446 (0.0%) + 't5_2qqlo': 313 (0.0%) + 't5_2qh1i': 307 (0.0%) + 't5_2qh33': 227 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:-2, max:36,494, avg:43.6 +Numeric std dev: 374.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:1,264,991 +Null/Empty: null:1,264,991 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:0, max:10,263, avg:14.8 +Numeric std dev: 79.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,264,991/1,264,991 (100.0%) +Types: NoneType:965,363, str:299,628 +Null/Empty: null:965,363 +String length avg: 724.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 31 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,264,991/1,264,991 (100.0%) +Types: int:1,264,991 +Numeric values: 1,264,991 total +Numeric range: min:1,309,482,003, max:1,312,160,397, avg:1310845767.4 +Numeric std dev: 758051.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:0 (0.0%), false:1,264,991 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,264,991/1,264,991 (100.0%) +Types: bool:1,264,991 +Booleans: true:42,962 (3.4%), false:1,222,029 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,263,936/1,264,991 (99.9%) +Types: str:1,263,936 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 507 (0.0%) + 'davidreiss666': 14 (0.0%) + 'shallah': 10 (0.0%) + 'heellover': 7 (0.0%) + 'yesitsme123': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,055/1,264,991 (0.1%) +Types: bool:1,055 +Booleans: true:1,055 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-08.jsonl +Analysis Time: 2026-01-15 06:38:51 +================================================================================ +Total lines: 1,448,347 +Processed lines: 1,448,347 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:-1, max:28,349, avg:29.9 +Numeric std dev: 328.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,185, str:162 +Null/Empty: null:1,448,185, empty_str:2 +String length avg: 7.3 +Unique strings tracked: 66 +Top 5 string values: + 'Solved': 54 (33.8%) + 'Rise': 11 (6.9%) + 'SOLVED': 5 (3.1%) + 'TV': 5 (3.1%) + 'SSS': 4 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,445,720, str:2,627 +Null/Empty: null:1,445,720 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 2,603 (99.1%) + 'admin': 24 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,325,884, dict:122,463 +Null/Empty: null:1,325,884 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 64.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://soundcloud.com/lolillnevertell/always': 3 (0.0%) + 'http://www.alltheleft.org/?page_id=116': 3 (0.0%) + 'http://exm.nr/mUhcn5': 3 (0.0%) + 'http://i.imgur.com/PBfYo.png': 3 (0.0%) + 'http://www.cahilig.net/2011/07/29/100-best-free-an...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,199, str:148 +Null/Empty: null:1,448,199, empty_str:14 +String length avg: 7.5 +Unique strings tracked: 42 +Top 5 string values: + 'solvedcase': 51 (38.1%) + 'rise': 11 (8.2%) + 'solved': 8 (6.0%) + 'resolved': 5 (3.7%) + 'TV': 5 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'j66ac': 1 (0.0%) + 'j66ab': 1 (0.0%) + 'j66aa': 1 (0.0%) + 'j66a9': 1 (0.0%) + 'j66a8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,091, int:256 +Booleans: true:51,916 (3.6%), false:1,396,175 (96.4%) +Numeric values: 256 total +Numeric range: min:1,337,179,148, max:1,373,058,653, avg:1351935579.7 +Numeric std dev: 9769623.6 +Unique numbers tracked: 256 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,347 +Null/Empty: null:1,448,347 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:1,312,156,800, max:1,314,835,199, avg:1313516812.6 +Numeric std dev: 775845.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,347 +Null/Empty: null:1,448,347 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_j66ac': 1 (0.0%) + 't3_j66ab': 1 (0.0%) + 't3_j66aa': 1 (0.0%) + 't3_j66a9': 1 (0.0%) + 't3_j66a8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 983 (0.1%) + 'pics': 435 (0.0%) + 'AskReddit': 264 (0.0%) + 'fffffffuuuuuuuuuuuu': 251 (0.0%) + 'gaming': 179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 53.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8 STEPS TO A KILLER BUSINESS PLAN': 3 (0.0%) + 'July issue of r/alltheleft zine.': 3 (0.0%) + '100 Best Free and High Quality Linux Games': 3 (0.0%) + 'Naked New Yorkers arrested for strippping down on ...': 2 (0.0%) + 'I wrote a song for my best friend, a girl who dump...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,346,442, str:101,905 +Null/Empty: null:1,346,442, empty_str:23,779 +String length avg: 16.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 90 (0.1%) + 'Spends way too much time here :)': 48 (0.1%) + 'Dives deeper for spam': 47 (0.1%) + 'Zerg': 41 (0.1%) + 'Protoss': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:417,207 (28.8%), false:1,031,140 (71.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,448,347/1,448,347 (100.0%) +Types: dict:1,448,347 +Null/Empty: empty_obj:1,325,884 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 64.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/trees/comments/j66ac/your_darn_right_we_can/': 1 (0.0%) + '/r/gaming/comments/j66ab/did_anyone_else_love_this...': 1 (0.0%) + '/r/running/comments/j66aa/good_pair_of_shoes_for_a...': 1 (0.0%) + '/r/firstworldproblems/comments/j66a9/i_dont_have_a...': 1 (0.0%) + '/r/AskReddit/comments/j66a8/do_you_remember_your_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,343,518, str:104,829 +Null/Empty: null:1,343,518, empty_str:17,020 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Z': 95 (0.1%) + 'jansmall': 91 (0.1%) + 'P': 76 (0.1%) + 'default': 66 (0.1%) + 'T': 60 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +Null/Empty: empty_str:1,100,842 +String length avg: 551.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Just wondering.': 2 (0.0%) + '....and go': 2 (0.0%) + 'We have the trade deadline coming up and I'm tryin...': 2 (0.0%) + 'Being a MC player since Alpha 1.0.17, I've noticed...': 2 (0.0%) + 'Flicking through the Discovery channels, Nat Geo e...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 386 (0.0%) + 'youtube.com': 218 (0.0%) + 'imgur.com': 169 (0.0%) + 'self.AskReddit': 114 (0.0%) + 'self.reddit.com': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:-5, max:13,144, avg:8.0 +Numeric std dev: 61.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,337, bool:10 +Null/Empty: null:1,448,337 +Booleans: true:10 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:0 (0.0%), false:1,448,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,808 (0.1%) + 'self': 771 (0.1%) + 'nsfw': 100 (0.0%) + 'http://thumbs.reddit.com/t3_j66ac.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_j66a4.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:0 (0.0%), false:1,448,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,448,347/1,448,347 (100.0%) +Types: str:1,448,347 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 983 (0.1%) + 't5_2qh0u': 435 (0.0%) + 't5_2qh1i': 264 (0.0%) + 't5_2qqlo': 251 (0.0%) + 't5_2qh03': 179 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:-2, max:29,825, avg:44.5 +Numeric std dev: 396.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,448,347 +Null/Empty: null:1,448,347 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:0, max:6,492, avg:15.1 +Numeric std dev: 81.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,448,347/1,448,347 (100.0%) +Types: NoneType:1,091,719, str:356,628 +Null/Empty: null:1,091,719 +String length avg: 732.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 19 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,448,347/1,448,347 (100.0%) +Types: int:1,448,347 +Numeric values: 1,448,347 total +Numeric range: min:1,312,160,400, max:1,314,838,799, avg:1313520412.6 +Numeric std dev: 775845.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:0 (0.0%), false:1,448,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,448,347/1,448,347 (100.0%) +Types: bool:1,448,347 +Booleans: true:48,461 (3.3%), false:1,399,886 (96.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,447,285/1,448,347 (99.9%) +Types: str:1,447,285 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 516 (0.0%) + 'webcosmo2010': 8 (0.0%) + 'RoarkLeSkif': 6 (0.0%) + 'SidtheMagicLobster': 5 (0.0%) + 'misterthingy': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,062/1,448,347 (0.1%) +Types: bool:1,062 +Booleans: true:1,062 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-09.jsonl +Analysis Time: 2026-01-15 06:39:58 +================================================================================ +Total lines: 1,482,575 +Processed lines: 1,482,575 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:-1, max:38,304, avg:31.2 +Numeric std dev: 357.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,402, str:173 +Null/Empty: null:1,482,402, empty_str:3 +String length avg: 8.1 +Unique strings tracked: 69 +Top 5 string values: + 'Solved': 63 (37.1%) + '[askreddit]': 8 (4.7%) + 'Console': 6 (3.5%) + 'Answered': 5 (2.9%) + 'Multi-Part': 5 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,480,087, str:2,488 +Null/Empty: null:1,480,087 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 2,467 (99.2%) + 'admin': 21 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,363,412, dict:119,163 +Null/Empty: null:1,363,412 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 64.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/GUzzX.jpg': 2 (0.0%) + 'http://www.youtube.com/watch?v=k9NyahmVjSQ': 2 (0.0%) + 'http://i.imgur.com/fcJdc.png': 2 (0.0%) + 'http://www.bbc.co.uk/news/mobile/technology-147480...': 2 (0.0%) + 'http://www.reddit.com/r/MensRights/comments/k15d8/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,424, str:151 +Null/Empty: null:1,482,424, empty_str:24 +String length avg: 8.4 +Unique strings tracked: 40 +Top 5 string values: + 'solvedcase': 56 (44.1%) + 'solved': 9 (7.1%) + 'resolved': 6 (4.7%) + 'console': 6 (4.7%) + 'youtube': 5 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'k1vl7': 1 (0.0%) + 'k1vl6': 1 (0.0%) + 'k1vl5': 1 (0.0%) + 'k1vl4': 1 (0.0%) + 'k1vl3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,374, int:201 +Booleans: true:51,496 (3.5%), false:1,430,878 (96.5%) +Numeric values: 201 total +Numeric range: min:1,337,109,136, max:1,373,171,766, avg:1353568103.5 +Numeric std dev: 10306562.4 +Unique numbers tracked: 201 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,575 +Null/Empty: null:1,482,575 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:1,314,835,200, max:1,317,427,199, avg:1316138771.6 +Numeric std dev: 751611.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,575 +Null/Empty: null:1,482,575 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_k1vl7': 1 (0.0%) + 't3_k1vl6': 1 (0.0%) + 't3_k1vl5': 1 (0.0%) + 't3_k1vl4': 1 (0.0%) + 't3_k1vl3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 1,005 (0.1%) + 'pics': 382 (0.0%) + 'fffffffuuuuuuuuuuuu': 245 (0.0%) + 'AskReddit': 238 (0.0%) + 'funny': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 52.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'No matter what you do in life you will never be as...': 2 (0.0%) + 'Join us in IRC for the Bucs vs. Redskins game- fre...': 2 (0.0%) + 'Scumbag Cat': 2 (0.0%) + '"Don't ever, never ever, call cps, they are man ha...': 2 (0.0%) + 'Lower Manhattan from the West Side (with Irene's c...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,372,691, str:109,884 +Null/Empty: null:1,372,691, empty_str:30,042 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 95 (0.1%) + 'Protoss': 18 (0.0%) + 'Zerg': 17 (0.0%) + 'Backpacker Extraordinaire': 14 (0.0%) + 'Tangerine Dream': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:419,451 (28.3%), false:1,063,124 (71.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,482,575/1,482,575 (100.0%) +Types: dict:1,482,575 +Null/Empty: empty_obj:1,363,412 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 64.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationship_advice/comments/k1vl7/the_path_of_...': 1 (0.0%) + '/r/alternativeart/comments/k1vl6/skeletor_saves/': 1 (0.0%) + '/r/udel/comments/k1vl5/some_guy_with_a_reddit_shir...': 1 (0.0%) + '/r/tf2trade/comments/k1vl4/h_strange_jag_w_safenso...': 1 (0.0%) + '/r/GonewildRequest/comments/k1vl3/kneesocks/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,373,331, str:109,244 +Null/Empty: null:1,373,331, empty_str:14,814 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 180 (0.2%) + 'default': 102 (0.1%) + 'mflb': 55 (0.1%) + 'treesblunt': 32 (0.0%) + 'SL': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +Null/Empty: empty_str:1,131,092 +String length avg: 560.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://tf2b.com/76561198041011640': 2 (0.0%) + 'Here is the list. Contact me or reply to this thre...': 2 (0.0%) + 'So there are a few games I have interest in rangin...': 2 (0.0%) + 'http://www.instablogsimages.com/images/2010/03/24/...': 2 (0.0%) + 'I'm planning on heading out and grabbing some bamb...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 380 (0.0%) + 'youtube.com': 224 (0.0%) + 'imgur.com': 195 (0.0%) + 'self.AskReddit': 110 (0.0%) + 'self.firstworldproblems': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:-1, max:15,757, avg:7.7 +Numeric std dev: 63.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,561, bool:14 +Null/Empty: null:1,482,561 +Booleans: true:11 (78.6%), false:3 (21.4%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:0 (0.0%), false:1,482,575 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 15.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,274 (0.1%) + 'self': 593 (0.0%) + 'nsfw': 88 (0.0%) + 'http://thumbs.reddit.com/t3_k1vl6.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_k1vkr.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:1 (0.0%), false:1,482,574 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,482,575/1,482,575 (100.0%) +Types: str:1,482,575 +String length avg: 7.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 1,005 (0.1%) + 't5_2qh0u': 382 (0.0%) + 't5_2qqlo': 245 (0.0%) + 't5_2qh1i': 238 (0.0%) + 't5_2qh33': 207 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:-2, max:42,696, avg:46.2 +Numeric std dev: 426.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,482,575 +Null/Empty: null:1,482,575 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:0, max:8,927, avg:15.4 +Numeric std dev: 83.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,482,575/1,482,575 (100.0%) +Types: NoneType:1,121,505, str:361,070 +Null/Empty: null:1,121,505 +String length avg: 749.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 18 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,482,575/1,482,575 (100.0%) +Types: int:1,482,575 +Numeric values: 1,482,575 total +Numeric range: min:1,314,838,800, max:1,317,430,799, avg:1316142371.6 +Numeric std dev: 751611.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:0 (0.0%), false:1,482,575 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,482,575/1,482,575 (100.0%) +Types: bool:1,482,575 +Booleans: true:52,806 (3.6%), false:1,429,769 (96.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,480,887/1,482,575 (99.9%) +Types: str:1,480,887 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 424 (0.0%) + 'reeds1999': 7 (0.0%) + 'elvisliveson': 5 (0.0%) + 'Mind_Virus': 4 (0.0%) + 'krispykrackers': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,688/1,482,575 (0.1%) +Types: bool:1,688 +Booleans: true:1,688 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-10.jsonl +Analysis Time: 2026-01-15 06:41:10 +================================================================================ +Total lines: 1,590,673 +Processed lines: 1,590,673 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:-2, max:59,467, avg:33.8 +Numeric std dev: 388.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,467, str:206 +Null/Empty: null:1,590,467, empty_str:6 +String length avg: 7.3 +Unique strings tracked: 75 +Top 5 string values: + 'Solved': 75 (37.5%) + '[askreddit]': 7 (3.5%) + 'SSS': 5 (2.5%) + 'Open': 5 (2.5%) + 'pc': 4 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,588,169, str:2,504 +Null/Empty: null:1,588,169 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 2,479 (99.0%) + 'admin': 23 (0.9%) + 'special': 2 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,458,167, dict:132,506 +Null/Empty: null:1,458,167 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.libertarianatheist.com/10-religion/190-...': 4 (0.0%) + 'http://imgur.com/nW5KJ': 3 (0.0%) + 'http://www.youtube.com/watch?v=p1GVXsDtnRM&fea...': 2 (0.0%) + 'http://www.thewatchtowers.com/tunguska-the-ancient...': 2 (0.0%) + 'http://www.youtube.com/watch?v=8SbXgQqbOoU&fea...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,489, str:184 +Null/Empty: null:1,590,489, empty_str:24 +String length avg: 8.3 +Unique strings tracked: 47 +Top 5 string values: + 'solvedcase': 73 (45.6%) + 'solved': 7 (4.4%) + 'notsolvedcase': 6 (3.8%) + 'pc': 4 (2.5%) + 'powerrankingslist': 4 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'kxwt6': 1 (0.0%) + 'kxwt5': 1 (0.0%) + 'kxwt4': 1 (0.0%) + 'kxwt2': 1 (0.0%) + 'kxwt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,409, int:264 +Booleans: true:61,693 (3.9%), false:1,528,716 (96.1%) +Numeric values: 264 total +Numeric range: min:1,337,114,786, max:1,373,151,991, avg:1351670022.9 +Numeric std dev: 9575730.8 +Unique numbers tracked: 264 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,673 +Null/Empty: null:1,590,673 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:1,317,427,201, max:1,320,105,599, avg:1318784957.6 +Numeric std dev: 763624.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,673 +Null/Empty: null:1,590,673 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_kxwt6': 1 (0.0%) + 't3_kxwt5': 1 (0.0%) + 't3_kxwt4': 1 (0.0%) + 't3_kxwt2': 1 (0.0%) + 't3_kxwt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'reddit.com': 871 (0.1%) + 'pics': 386 (0.0%) + 'AskReddit': 245 (0.0%) + 'fffffffuuuuuuuuuuuu': 227 (0.0%) + 'funny': 199 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 52.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Best iPad Apps': 5 (0.0%) + 'and Reviews': 5 (0.0%) + 'Latest iPad News': 4 (0.0%) + 'Why Statists Have To Dissuade People From Religion': 4 (0.0%) + 'Law School Goggles Rage': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,459,953, str:130,720 +Null/Empty: null:1,459,953, empty_str:36,154 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 54 (0.1%) + 'Wet as': 27 (0.0%) + '+': 19 (0.0%) + 'Protoss': 17 (0.0%) + 'A good year for Brandy': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:505,082 (31.8%), false:1,085,591 (68.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,590,673/1,590,673 (100.0%) +Types: dict:1,590,673 +Null/Empty: empty_obj:1,458,167 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Minecraft/comments/kxwt6/i_put_in_a_world_on_my...': 1 (0.0%) + '/r/leagueoflegends/comments/kxwt5/anyone_care_to_d...': 1 (0.0%) + '/r/reddit.com/comments/kxwt4/redditors_wife_gives_...': 1 (0.0%) + '/r/reddit.com/comments/kxwt2/just_came_back_from_t...': 1 (0.0%) + '/r/politics/comments/kxwt1/why_is_sean_penn_protes...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,455,553, str:135,120 +Null/Empty: null:1,455,553, empty_str:16,804 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 176 (0.1%) + 'pc': 97 (0.1%) + 'mflb': 76 (0.1%) + 'jansmall': 52 (0.0%) + 'Camera': 29 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +Null/Empty: empty_str:1,166,847 +String length avg: 561.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '.': 2 (0.0%) + 'Oshawa's first BarCraft! All are welcome to come w...': 2 (0.0%) + 'I've built a few things in the past for my cats, b...': 2 (0.0%) + 'I'm sick of getting incompetent teammates who don'...': 1 (0.0%) + 'Hey reddit, I've got a problem. I haven't actually...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 495 (0.0%) + 'imgur.com': 302 (0.0%) + 'youtube.com': 265 (0.0%) + 'self.AskReddit': 132 (0.0%) + 'self.reddit.com': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:-1, max:15,823, avg:7.9 +Numeric std dev: 61.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,664, bool:9 +Null/Empty: null:1,590,664 +Booleans: true:8 (88.9%), false:1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:0 (0.0%), false:1,590,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 15.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,339 (0.1%) + 'self': 713 (0.0%) + 'nsfw': 119 (0.0%) + 'http://thumbs.reddit.com/t3_kxwt6.png': 1 (0.0%) + 'http://thumbs.reddit.com/t3_kxwt0.png': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:0 (0.0%), false:1,590,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,590,673/1,590,673 (100.0%) +Types: str:1,590,673 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_6': 871 (0.1%) + 't5_2qh0u': 386 (0.0%) + 't5_2qh1i': 245 (0.0%) + 't5_2qqlo': 227 (0.0%) + 't5_2qh33': 199 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:-1, max:62,720, avg:50.1 +Numeric std dev: 458.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,590,673 +Null/Empty: null:1,590,673 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:0, max:4,877, avg:16.7 +Numeric std dev: 85.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,590,673/1,590,673 (100.0%) +Types: NoneType:1,153,603, str:437,070 +Null/Empty: null:1,153,603 +String length avg: 747.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 27 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,590,673/1,590,673 (100.0%) +Types: int:1,590,673 +Numeric values: 1,590,673 total +Numeric range: min:1,317,430,801, max:1,320,109,199, avg:1318788557.6 +Numeric std dev: 763624.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:0 (0.0%), false:1,590,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,590,673/1,590,673 (100.0%) +Types: bool:1,590,673 +Booleans: true:58,963 (3.7%), false:1,531,710 (96.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,589,517/1,590,673 (99.9%) +Types: str:1,589,517 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 481 (0.0%) + 'deltora': 6 (0.0%) + 'raindowg1': 5 (0.0%) + 'ToughJuice17': 4 (0.0%) + 'magwier': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,156/1,590,673 (0.1%) +Types: bool:1,156 +Booleans: true:1,156 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-11.jsonl +Analysis Time: 2026-01-15 06:42:23 +================================================================================ +Total lines: 1,634,431 +Processed lines: 1,634,431 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:-1, max:37,790, avg:32.4 +Numeric std dev: 372.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,178, str:253 +Null/Empty: null:1,634,178, empty_str:6 +String length avg: 8.2 +Unique strings tracked: 86 +Top 5 string values: + 'Solved': 73 (29.6%) + 'Music Video': 23 (9.3%) + 'Console': 11 (4.5%) + 'Identified': 6 (2.4%) + 'Power Rankings': 5 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,631,943, str:2,488 +Null/Empty: null:1,631,943 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 2,461 (98.9%) + 'admin': 24 (1.0%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,494,668, dict:139,763 +Null/Empty: null:1,494,668 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 63.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.telegraph.co.uk/health/healthnews/88622...': 3 (0.0%) + 'http://www.youtube.com/watch?v=At1m6cPkIiw&hd=...': 2 (0.0%) + 'http://mari.tulane.edu/TMS/': 2 (0.0%) + 'http://www.adventuresinpoortaste.com/2011/11/01/th...': 2 (0.0%) + 'http://www.youtube.com/watch?v=Tbs2H8jhmKA': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,198, str:233 +Null/Empty: null:1,634,198, empty_str:22 +String length avg: 8.2 +Unique strings tracked: 60 +Top 5 string values: + 'solvedcase': 65 (30.8%) + 'mvflair': 23 (10.9%) + 'solved': 11 (5.2%) + 'console': 11 (5.2%) + 'check': 6 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'lx24y': 1 (0.0%) + 'lx24x': 1 (0.0%) + 'lx24w': 1 (0.0%) + 'lx24v': 1 (0.0%) + 'lx24u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,154, int:277 +Booleans: true:60,093 (3.7%), false:1,574,061 (96.3%) +Numeric values: 277 total +Numeric range: min:1,337,065,242, max:1,372,040,308, avg:1351962579.9 +Numeric std dev: 10177994.0 +Unique numbers tracked: 277 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,431 +Null/Empty: null:1,634,431 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:1,320,105,602, max:1,322,697,599, avg:1321397343.9 +Numeric std dev: 755993.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,431 +Null/Empty: null:1,634,431 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_lx24y': 1 (0.0%) + 't3_lx24x': 1 (0.0%) + 't3_lx24w': 1 (0.0%) + 't3_lx24v': 1 (0.0%) + 't3_lx24u': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pics': 348 (0.0%) + 'funny': 310 (0.0%) + 'AskReddit': 282 (0.0%) + 'fffffffuuuuuuuuuuuu': 230 (0.0%) + 'trees': 170 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 51.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The 9th Annual Tulane University Maya Symposium': 2 (0.0%) + 'The Most Baffling Storylines Vince McMahon Has Eve...': 2 (0.0%) + 'The real life Sim Pet (for the Sims 3 Pets game)': 2 (0.0%) + 'does that look cozy to you?': 2 (0.0%) + 'War Is Great for the 1% … But Makes the 99% Poorer...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,487,033, str:147,398 +Null/Empty: null:1,487,033, empty_str:42,283 +String length avg: 16.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 88 (0.1%) + 'The Janitor': 65 (0.1%) + 'purveyor of pictures': 20 (0.0%) + 'flair': 18 (0.0%) + 'Zerg': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:509,113 (31.1%), false:1,125,318 (68.9%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,634,431/1,634,431 (100.0%) +Types: dict:1,634,431 +Null/Empty: empty_obj:1,494,668 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Music/comments/lx24y/xpost_from_rvideos_music_v...': 1 (0.0%) + '/r/atheism/comments/lx24x/no_no_it_should_not/': 1 (0.0%) + '/r/lgbt/comments/lx24w/another_awkward_high_school...': 1 (0.0%) + '/r/Blowjobs/comments/lx24v/double_dick_blowjob/': 1 (0.0%) + '/r/gifs/comments/lx24u/godzilla_jump/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,483,113, str:151,318 +Null/Empty: null:1,483,113, empty_str:20,948 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 207 (0.2%) + 'botflair': 122 (0.1%) + 'default': 118 (0.1%) + 'pc': 87 (0.1%) + 'mflb': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +Null/Empty: empty_str:1,206,060 +String length avg: 559.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I am having trouble weeding through the documents,...': 2 (0.0%) + 'After some discussion in [an earlier thread](http:...': 2 (0.0%) + 'Hi, my band [Ctrl+Alt+Delete](http://www.facebook....': 2 (0.0%) + '[Compare](https://www.google.com/search?hl=en&...': 2 (0.0%) + 'Title says it all. Bastion is the midweek madness,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 427 (0.0%) + 'imgur.com': 321 (0.0%) + 'youtube.com': 250 (0.0%) + 'self.AskReddit': 162 (0.0%) + 'qkme.me': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:-1, max:13,129, avg:7.8 +Numeric std dev: 59.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,418, bool:13 +Null/Empty: null:1,634,418 +Booleans: true:12 (92.3%), false:1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:0 (0.0%), false:1,634,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,592 (0.1%) + 'self': 721 (0.0%) + 'nsfw': 127 (0.0%) + 'http://d.thumbs.redditmedia.com/2uyNvDS_5IqX17ku.j...': 5 (0.0%) + 'http://c.thumbs.redditmedia.com/wVCBSJw5mTh1ntgP.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:0 (0.0%), false:1,634,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,634,431/1,634,431 (100.0%) +Types: str:1,634,431 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh0u': 348 (0.0%) + 't5_2qh33': 310 (0.0%) + 't5_2qh1i': 282 (0.0%) + 't5_2qqlo': 230 (0.0%) + 't5_2r9vp': 170 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:-1, max:44,700, avg:50.6 +Numeric std dev: 450.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,634,431 +Null/Empty: null:1,634,431 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:0, max:7,492, avg:18.6 +Numeric std dev: 94.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,634,431/1,634,431 (100.0%) +Types: NoneType:1,188,031, str:446,400 +Null/Empty: null:1,188,031 +String length avg: 734.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 44 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,634,431/1,634,431 (100.0%) +Types: int:1,634,431 +Numeric values: 1,634,431 total +Numeric range: min:1,320,109,202, max:1,322,697,599, avg:1321397996.1 +Numeric std dev: 755073.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:0 (0.0%), false:1,634,431 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,634,431/1,634,431 (100.0%) +Types: bool:1,634,431 +Booleans: true:64,704 (4.0%), false:1,569,727 (96.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,632,500/1,634,431 (99.9%) +Types: str:1,632,500 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 474 (0.0%) + 'warningfromspace': 14 (0.0%) + 'iamtotalcrap': 5 (0.0%) + 'shallah': 4 (0.0%) + 'johnnr2': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,931/1,634,431 (0.1%) +Types: bool:1,931 +Booleans: true:1,931 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2011-12.jsonl +Analysis Time: 2026-01-15 06:43:42 +================================================================================ +Total lines: 1,772,219 +Processed lines: 1,772,219 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:-1, max:70,077, avg:31.9 +Numeric std dev: 400.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,771,935, str:284 +Null/Empty: null:1,771,935, empty_str:5 +String length avg: 8.0 +Unique strings tracked: 115 +Top 5 string values: + 'Solved': 74 (26.5%) + '[askreddit]': 12 (4.3%) + 'Seeking': 10 (3.6%) + 'Hiring': 7 (2.5%) + 'Gone': 7 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,769,294, str:2,925 +Null/Empty: null:1,769,294 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 2,906 (99.4%) + 'admin': 16 (0.5%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,608,715, dict:163,504 +Null/Empty: null:1,608,715 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 62.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.techdirt.com/articles/20111201/12165616...': 4 (0.0%) + 'http://www.lefthudson.com/2011/12/carlucci-demands...': 3 (0.0%) + 'http://www.bloomberg.com/news/2011-11-30/solarcity...': 3 (0.0%) + 'http://www.libertyvoice.net/2011-12/eff-seeks-to-w...': 3 (0.0%) + 'http://www.reddit.com/r/reddit.com/comments/ggqf4/...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,771,972, str:247 +Null/Empty: null:1,771,972, empty_str:61 +String length avg: 8.5 +Unique strings tracked: 61 +Top 5 string values: + 'solvedcase': 67 (36.0%) + 'solved': 11 (5.9%) + 'item-gone': 7 (3.8%) + 'liveflair': 7 (3.8%) + 'comicexcerpt': 6 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mwsz4': 1 (0.0%) + 'mwsz3': 1 (0.0%) + 'mwsz2': 1 (0.0%) + 'mwsz1': 1 (0.0%) + 'mwsz0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,771,866, int:353 +Booleans: true:68,088 (3.8%), false:1,703,778 (96.2%) +Numeric values: 353 total +Numeric range: min:1,337,146,274, max:1,372,904,516, avg:1352266512.8 +Numeric std dev: 10293082.6 +Unique numbers tracked: 353 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,219 +Null/Empty: null:1,772,219 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:1,322,697,600, max:1,325,375,998, avg:1324029735.3 +Numeric std dev: 774559.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,219 +Null/Empty: null:1,772,219 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_mwsz4': 1 (0.0%) + 't3_mwsz3': 1 (0.0%) + 't3_mwsz2': 1 (0.0%) + 't3_mwsz1': 1 (0.0%) + 't3_mwsz0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 358 (0.0%) + 'AskReddit': 296 (0.0%) + 'pics': 258 (0.0%) + 'AdviceAnimals': 186 (0.0%) + 'fffffffuuuuuuuuuuuu': 184 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +Null/Empty: empty_str:1 +String length avg: 51.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Alternative To PIPA/SOPA Proposed; Points Out That...': 4 (0.0%) + 'SolarCity Gets Loan for $1 Billion Project Without...': 3 (0.0%) + 'EFF Seeks to Widen Exemptions Won in Last DMCA Rul...': 3 (0.0%) + 'You can no longer post to the 1,000,000 readers of...': 3 (0.0%) + 'Faithful Christian Girl': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,611,993, str:160,226 +Null/Empty: null:1,611,993, empty_str:49,187 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'flair': 61 (0.1%) + 'the atheism bot': 44 (0.0%) + 'Zerg': 18 (0.0%) + 'What the fuck did you just fucking say about me, y...': 18 (0.0%) + 'Spends way too much time here :)': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:553,374 (31.2%), false:1,218,845 (68.8%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,772,219/1,772,219 (100.0%) +Types: dict:1,772,219 +Null/Empty: empty_obj:1,608,715 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/assassinscreed/comments/mwsz4/good_boyfriend_ez...': 1 (0.0%) + '/r/fffffffuuuuuuuuuuuu/comments/mwsz3/the_body_of_...': 1 (0.0%) + '/r/videos/comments/mwsz2/my_friend_rants_about_ema...': 1 (0.0%) + '/r/shutupandtakemymoney/comments/mwsz1/they_better...': 1 (0.0%) + '/r/atheism/comments/mwsz0/fairytale_bible/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,608,398, str:163,821 +Null/Empty: null:1,608,398, empty_str:23,691 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'jansmall': 96 (0.1%) + 'default': 66 (0.0%) + 'botflair': 58 (0.0%) + 'mflb': 39 (0.0%) + 'flair': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +Null/Empty: empty_str:1,307,984 +String length avg: 548.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I am not an avid football fan by anymeans, but I d...': 2 (0.0%) + 'I'm looking to build a computer for the first time...': 2 (0.0%) + 'Looking to sell it for 55$ for a quick sale. Multi...': 2 (0.0%) + 'The eventual life goal is to build a skyscraper, a...': 2 (0.0%) + 'BODY': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 355 (0.0%) + 'imgur.com': 334 (0.0%) + 'youtube.com': 309 (0.0%) + 'self.AskReddit': 187 (0.0%) + 'qkme.me': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:-1, max:21,523, avg:7.6 +Numeric std dev: 65.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,201, bool:18 +Null/Empty: null:1,772,201 +Booleans: true:16 (88.9%), false:2 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:0 (0.0%), false:1,772,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 19.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,698 (0.1%) + 'self': 707 (0.0%) + 'nsfw': 152 (0.0%) + 'http://c.thumbs.redditmedia.com/6DUIqjAb6rdIOnwt.j...': 5 (0.0%) + 'http://e.thumbs.redditmedia.com/CAULtMe51OvDqbgd.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:0 (0.0%), false:1,772,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,772,219/1,772,219 (100.0%) +Types: str:1,772,219 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 358 (0.0%) + 't5_2qh1i': 296 (0.0%) + 't5_2qh0u': 258 (0.0%) + 't5_2s7tt': 186 (0.0%) + 't5_2qqlo': 184 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:-2, max:72,557, avg:51.2 +Numeric std dev: 483.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,772,219 +Null/Empty: null:1,772,219 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:0, max:8,834, avg:19.7 +Numeric std dev: 103.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,772,219/1,772,219 (100.0%) +Types: NoneType:1,286,879, str:485,340 +Null/Empty: null:1,286,879 +String length avg: 722.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 32 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,772,219/1,772,219 (100.0%) +Types: int:1,772,219 +Numeric values: 1,772,219 total +Numeric range: min:1,322,697,600, max:1,325,375,998, avg:1324029735.3 +Numeric std dev: 774559.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:0 (0.0%), false:1,772,219 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,772,219/1,772,219 (100.0%) +Types: bool:1,772,219 +Booleans: true:71,870 (4.1%), false:1,700,349 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,770,962/1,772,219 (99.9%) +Types: str:1,770,962 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 479 (0.0%) + 'AllStars24': 12 (0.0%) + 'alanX': 7 (0.0%) + 'Munchroom': 5 (0.0%) + 'georedd': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,257/1,772,219 (0.1%) +Types: bool:1,257 +Booleans: true:1,257 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2012.txt b/analysis/original_schema_analysis/submissions/analysis_report_2012.txt new file mode 100644 index 0000000000000000000000000000000000000000..e64069f6c1ad80f7e32f113e7d84c0fbfa26d562 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2012.txt @@ -0,0 +1,4380 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2012 +Analysis Started: 2026-01-15 06:46:17 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2012-01.jsonl +Analysis Time: 2026-01-15 06:47:52 +================================================================================ +Total lines: 1,981,577 +Processed lines: 1,981,577 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:-2, max:54,454, avg:33.4 +Numeric std dev: 433.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,237, str:340 +Null/Empty: null:1,981,237, empty_str:7 +String length avg: 7.7 +Unique strings tracked: 129 +Top 5 string values: + 'Solved': 94 (28.2%) + '[askreddit]': 18 (5.4%) + 'Hiring': 15 (4.5%) + 'Closed': 10 (3.0%) + 'Seeking': 9 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,978,049, str:3,528 +Null/Empty: null:1,978,049 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 3,494 (99.0%) + 'admin': 21 (0.6%) + 'special': 13 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,781,484, dict:200,093 +Null/Empty: null:1,781,484 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?feature=player_embedd...': 2 (0.0%) + 'http://www.quickmeme.com/meme/35mclc/': 2 (0.0%) + 'http://i.imgur.com/Sw4wv.png': 2 (0.0%) + 'http://i.imgur.com/QJrgX.png': 2 (0.0%) + 'http://www.wordreference.com/enfr/plug': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,290, str:287 +Null/Empty: null:1,981,290, empty_str:54 +String length avg: 7.8 +Unique strings tracked: 77 +Top 5 string values: + 'solvedcase': 84 (36.1%) + 'solved': 15 (6.4%) + 'closed': 9 (3.9%) + 'resolved': 9 (3.9%) + 'bio': 7 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'nz3g9': 1 (0.0%) + 'nz3g8': 1 (0.0%) + 'nz3g7': 1 (0.0%) + 'nz3g6': 1 (0.0%) + 'nz3g5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,081, int:496 +Booleans: true:71,113 (3.6%), false:1,909,968 (96.4%) +Numeric values: 496 total +Numeric range: min:1,337,038,195, max:1,373,846,898, avg:1350317699.8 +Numeric std dev: 10390682.7 +Unique numbers tracked: 496 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,577 +Null/Empty: null:1,981,577 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:1,325,376,001, max:1,328,054,399, avg:1326737321.6 +Numeric std dev: 768113.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,577 +Null/Empty: null:1,981,577 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_nz3g9': 1 (0.0%) + 't3_nz3g8': 1 (0.0%) + 't3_nz3g7': 1 (0.0%) + 't3_nz3g6': 1 (0.0%) + 't3_nz3g5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 288 (0.0%) + 'AdviceAnimals': 250 (0.0%) + 'pics': 232 (0.0%) + 'fffffffuuuuuuuuuuuu': 178 (0.0%) + 'AskReddit': 177 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 50.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Vaguely political comment on internet devolves int...': 2 (0.0%) + 'These still make me giggle.': 2 (0.0%) + 'Chris Wallace Calls AIDS a Homosexual Disease': 2 (0.0%) + 'Good Guy Greg': 2 (0.0%) + 'Nervous Vacation Dad': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,796,192, str:185,385 +Null/Empty: null:1,796,192, empty_str:58,500 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 34 (0.0%) + 'Spends way too much time here :)': 21 (0.0%) + 'The Janitor': 19 (0.0%) + 'PC': 17 (0.0%) + 'flair': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:573,237 (28.9%), false:1,408,340 (71.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,981,577/1,981,577 (100.0%) +Types: dict:1,981,577 +Null/Empty: empty_obj:1,781,484 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 63.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/videos/comments/nz3g9/guy_chases_after_runaway_...': 1 (0.0%) + '/r/gaming/comments/nz3g8/the_legend_of_zelda_rap_b...': 1 (0.0%) + '/r/hiphopheads/comments/nz3g7/how_i_feel_about_mos...': 1 (0.0%) + '/r/funny/comments/nz3g6/eliot_chang_spread_the_wor...': 1 (0.0%) + '/r/leagueoflegends/comments/nz3g5/mordekaiser_bore...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,795,297, str:186,280 +Null/Empty: null:1,795,297, empty_str:30,345 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 160 (0.1%) + 'tier1': 114 (0.1%) + 'jansmall': 88 (0.1%) + 'botflair': 58 (0.0%) + 'pc': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +Null/Empty: empty_str:1,496,534 +String length avg: 587.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '"As soon as I heard the word 'gold standard' I jus...': 2 (0.0%) + '~~Portal,~~ + +~~HL2,~~ + +~~HL2 Gift (HL2, HL2:Lost C...': 2 (0.0%) + 'Pretty straight forward. + +Currently trading some M...': 2 (0.0%) + 'Earth-based tracking would be impractical over lon...': 2 (0.0%) + '50% Nuclear Dawn + +50% Oddworld: Abe's Exodus + +25% ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 464 (0.0%) + 'imgur.com': 449 (0.0%) + 'youtube.com': 308 (0.0%) + 'self.AskReddit': 135 (0.0%) + 'qkme.me': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:-1, max:15,990, avg:7.8 +Numeric std dev: 67.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,573, bool:4 +Null/Empty: null:1,981,573 +Booleans: true:4 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:0 (0.0%), false:1,981,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 21.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,411 (0.1%) + 'self': 750 (0.0%) + 'nsfw': 160 (0.0%) + 'http://c.thumbs.redditmedia.com/ggobKA3QFZiJgHlJ.j...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/MoEtyBKunIdMr57B.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:3 (0.0%), false:1,981,574 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,981,577/1,981,577 (100.0%) +Types: str:1,981,577 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 288 (0.0%) + 't5_2s7tt': 250 (0.0%) + 't5_2qh0u': 232 (0.0%) + 't5_2qqlo': 178 (0.0%) + 't5_2qh1i': 177 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:-1, max:63,392, avg:53.8 +Numeric std dev: 519.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,981,577 +Null/Empty: null:1,981,577 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:0, max:12,334, avg:20.7 +Numeric std dev: 108.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,981,577/1,981,577 (100.0%) +Types: NoneType:1,469,355, str:512,222 +Null/Empty: null:1,469,355 +String length avg: 762.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 54 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,981,577/1,981,577 (100.0%) +Types: int:1,981,577 +Numeric values: 1,981,577 total +Numeric range: min:1,325,376,001, max:1,328,054,399, avg:1326737321.6 +Numeric std dev: 768113.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:0 (0.0%), false:1,981,577 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,981,577/1,981,577 (100.0%) +Types: bool:1,981,577 +Booleans: true:83,275 (4.2%), false:1,898,302 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,980,322/1,981,577 (99.9%) +Types: str:1,980,322 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 493 (0.0%) + 'ttruth1': 5 (0.0%) + 'bobtom82': 4 (0.0%) + 'bonafera': 4 (0.0%) + 'greilly16': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,255/1,981,577 (0.1%) +Types: bool:1,255 +Booleans: true:1,255 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-02.jsonl +Analysis Time: 2026-01-15 06:49:24 +================================================================================ +Total lines: 1,961,817 +Processed lines: 1,961,817 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:-2, max:41,874, avg:33.2 +Numeric std dev: 437.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,308, str:509 +Null/Empty: null:1,961,308, empty_str:8 +String length avg: 8.1 +Unique strings tracked: 182 +Top 5 string values: + 'Solved': 146 (29.1%) + '[askreddit]': 26 (5.2%) + 'Closed': 12 (2.4%) + 'Hiring': 11 (2.2%) + 'OFFICIAL': 9 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,958,255, str:3,562 +Null/Empty: null:1,958,255 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 3,542 (99.4%) + 'admin': 12 (0.3%) + 'special': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,773,956, dict:187,861 +Null/Empty: null:1,773,956 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 62.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/Wc4yx.jpg': 3 (0.0%) + 'http://www.slowpokecomics.com/strips/octangulator....': 2 (0.0%) + 'http://www.visualnews.com/2012/02/01/anatomical-qu...': 2 (0.0%) + 'http://www.microsoft.com/canada/msn/bing/2011-top-...': 2 (0.0%) + 'http://qkme.me/35veys': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,374, str:443 +Null/Empty: null:1,961,374, empty_str:95 +String length avg: 7.9 +Unique strings tracked: 95 +Top 5 string values: + 'solvedcase': 133 (38.2%) + 'solved': 16 (4.6%) + 'default': 16 (4.6%) + 'youtube': 13 (3.7%) + 'closed': 11 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'p6w0c': 1 (0.0%) + 'p6w0b': 1 (0.0%) + 'p6w0a': 1 (0.0%) + 'p6w09': 1 (0.0%) + 'p6w08': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,162, int:655 +Booleans: true:71,610 (3.7%), false:1,889,552 (96.3%) +Numeric values: 655 total +Numeric range: min:1,337,055,914, max:1,374,174,049, avg:1351011678.4 +Numeric std dev: 10953099.3 +Unique numbers tracked: 655 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,817 +Null/Empty: null:1,961,817 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:1,328,054,400, max:1,330,559,999, avg:1329314853.1 +Numeric std dev: 726664.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,817 +Null/Empty: null:1,961,817 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_p6w0c': 1 (0.0%) + 't3_p6w0b': 1 (0.0%) + 't3_p6w0a': 1 (0.0%) + 't3_p6w09': 1 (0.0%) + 't3_p6w08': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 257 (0.0%) + 'AdviceAnimals': 168 (0.0%) + 'AskReddit': 164 (0.0%) + 'pics': 149 (0.0%) + 'fffffffuuuuuuuuuuuu': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +Null/Empty: empty_str:1 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'That's an interesting place to fuck': 3 (0.0%) + 'I always enjoy playing with myself.': 2 (0.0%) + 'Artistic Thick': 2 (0.0%) + 'Fighting a Windmill': 2 (0.0%) + 'My friends just told me to stop...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,771,819, str:189,998 +Null/Empty: null:1,771,819, empty_str:60,740 +String length avg: 17.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Janitor': 39 (0.0%) + 'the atheism bot': 35 (0.0%) + '+': 11 (0.0%) + 'flair': 10 (0.0%) + 'Reason 5': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:559,979 (28.5%), false:1,401,838 (71.5%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 1,961,817/1,961,817 (100.0%) +Types: dict:1,961,817 +Null/Empty: empty_obj:1,773,956 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/3DS/comments/p6w0c/one_camera_lens_blurrier_tha...': 1 (0.0%) + '/r/firstworldproblems/comments/p6w0b/i_accidentall...': 1 (0.0%) + '/r/pics/comments/p6w0a/i_only_want_an_even_number_...': 1 (0.0%) + '/r/MMFB/comments/p6w09/accidentally_upset_a_cowork...': 1 (0.0%) + '/r/funny/comments/p6w08/annoying_facebook_girl_eve...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,772,000, str:189,817 +Null/Empty: null:1,772,000, empty_str:31,375 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 72 (0.0%) + 'jansmall': 71 (0.0%) + 'botflair': 50 (0.0%) + 'mflb': 47 (0.0%) + 'smoknglassbong': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +Null/Empty: empty_str:1,488,307 +String length avg: 622.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '.': 2 (0.0%) + 'http://imageshack.us/photo/my-images/841/mefeb.jpg...': 2 (0.0%) + 'Anyone else have this issue? + +http://3dporch.com/u...': 1 (0.0%) + 'Hey reddit. Me and my coworker were talking durin...': 1 (0.0%) + 'I can't play LoL anymore. No matter what I do, i g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 421 (0.0%) + 'i.imgur.com': 352 (0.0%) + 'youtube.com': 319 (0.0%) + 'self.AskReddit': 143 (0.0%) + 'qkme.me': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:-3, max:18,999, avg:7.8 +Numeric std dev: 65.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,791, bool:26 +Null/Empty: null:1,961,791 +Booleans: true:23 (88.5%), false:3 (11.5%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:0 (0.0%), false:1,961,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 21.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,306 (0.1%) + 'self': 572 (0.0%) + 'nsfw': 125 (0.0%) + 'http://a.thumbs.redditmedia.com/geW-S5rBfvIX4cTH.j...': 6 (0.0%) + 'http://f.thumbs.redditmedia.com/SdLh_hpCrczaQy2S.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:1 (0.0%), false:1,961,816 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 1,961,817/1,961,817 (100.0%) +Types: str:1,961,817 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 257 (0.0%) + 't5_2s7tt': 168 (0.0%) + 't5_2qh1i': 164 (0.0%) + 't5_2qh0u': 149 (0.0%) + 't5_2qqlo': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:-1, max:47,294, avg:54.0 +Numeric std dev: 524.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,961,817 +Null/Empty: null:1,961,817 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:0, max:5,856, avg:21.2 +Numeric std dev: 110.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 1,961,817/1,961,817 (100.0%) +Types: NoneType:1,457,018, str:504,799 +Null/Empty: null:1,457,018 +String length avg: 796.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 65 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 1,961,817/1,961,817 (100.0%) +Types: int:1,961,817 +Numeric values: 1,961,817 total +Numeric range: min:1,328,054,400, max:1,330,559,999, avg:1329314853.1 +Numeric std dev: 726664.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:0 (0.0%), false:1,961,817 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 1,961,817/1,961,817 (100.0%) +Types: bool:1,961,817 +Booleans: true:86,753 (4.4%), false:1,875,064 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 1,960,421/1,961,817 (99.9%) +Types: str:1,960,421 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 431 (0.0%) + 'sedition1': 7 (0.0%) + 'NeedsEvidence': 6 (0.0%) + 'peecee1978': 6 (0.0%) + 'error504': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,396/1,961,817 (0.1%) +Types: bool:1,396 +Booleans: true:1,396 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-03.jsonl +Analysis Time: 2026-01-15 06:51:06 +================================================================================ +Total lines: 2,158,965 +Processed lines: 2,158,965 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:-1, max:38,194, avg:35.1 +Numeric std dev: 454.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,035, str:930 +Null/Empty: null:2,158,035, empty_str:22 +String length avg: 8.1 +Unique strings tracked: 281 +Top 5 string values: + 'Solved': 204 (22.5%) + 'SOLVED': 73 (8.0%) + '[askreddit]': 29 (3.2%) + 'Music Video': 19 (2.1%) + 'RCT2': 18 (2.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,154,593, str:4,372 +Null/Empty: null:2,154,593 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,337 (99.2%) + 'admin': 24 (0.5%) + 'special': 11 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,950,646, dict:208,319 +Null/Empty: null:1,950,646 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.liveleak.com/view?i=9b0_1330538712': 3 (0.0%) + 'http://911blogger.com/news/2012-03-01/saudi-arabia...': 3 (0.0%) + 'http://i.imgur.com/xIbjP.png': 2 (0.0%) + 'http://www.youtube.com/watch?v=qJdMjRHRLfg': 2 (0.0%) + 'http://www.youtube.com/watch?v=93cowprdo4s': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,116, str:849 +Null/Empty: null:2,158,116, empty_str:175 +String length avg: 7.7 +Unique strings tracked: 143 +Top 5 string values: + 'solvedcase': 179 (26.6%) + 'solved': 94 (13.9%) + 'mvflair': 19 (2.8%) + 'gamethread': 19 (2.8%) + 'youtube': 18 (2.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'qdom7': 1 (0.0%) + 'qdom6': 1 (0.0%) + 'qdom5': 1 (0.0%) + 'qdom4': 1 (0.0%) + 'qdom3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,117, int:848 +Booleans: true:75,092 (3.5%), false:2,083,025 (96.5%) +Numeric values: 848 total +Numeric range: min:1,337,052,323, max:1,374,026,623, avg:1349421712.2 +Numeric std dev: 10773915.5 +Unique numbers tracked: 848 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,964, int:1 +Null/Empty: null:2,158,964 +Numeric values: 1 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:1,330,560,000, max:1,333,238,399, avg:1331917323.2 +Numeric std dev: 774477.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,965 +Null/Empty: null:2,158,965 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_qdom7': 1 (0.0%) + 't3_qdom6': 1 (0.0%) + 't3_qdom5': 1 (0.0%) + 't3_qdom4': 1 (0.0%) + 't3_qdom3': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 266 (0.0%) + 'AskReddit': 217 (0.0%) + 'AdviceAnimals': 172 (0.0%) + 'fffffffuuuuuuuuuuuu': 162 (0.0%) + 'pics': 143 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 51.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Beastie Boys Live in 1998 (Full concert)': 3 (0.0%) + 'Saudi Arabia May Be Tied to 9/11, 2 Ex-Senators Sa...': 3 (0.0%) + 'Skrillex is the be all and end all of dubstep.': 2 (0.0%) + 'My feelings as of late': 2 (0.0%) + 'Maryland Governor Martin O'Malley signs marriage e...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,936,534, str:222,431 +Null/Empty: null:1,936,534, empty_str:72,466 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 20 (0.0%) + '+': 16 (0.0%) + 'Protoss': 10 (0.0%) + 'flair': 9 (0.0%) + 'Zerg': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:600,427 (27.8%), false:1,558,538 (72.2%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,158,965/2,158,965 (100.0%) +Types: dict:2,158,965 +Null/Empty: empty_obj:1,950,646 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/qdom7/getting_high_with_the_tw...': 1 (0.0%) + '/r/audioengineering/comments/qdom6/is_the_rode_nt1...': 1 (0.0%) + '/r/MakeupAddiction/comments/qdom5/you_can_buy_asia...': 1 (0.0%) + '/r/hiphop/comments/qdom4/beastie_boys_live_in_1998...': 1 (0.0%) + '/r/technology/comments/qdom3/how_to_get_past_imgur...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,938,973, str:219,992 +Null/Empty: null:1,938,973, empty_str:37,460 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 83 (0.0%) + 'mflb': 38 (0.0%) + 'botflair': 27 (0.0%) + '360': 24 (0.0%) + 'smoknjoint': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +Null/Empty: empty_str:1,655,350 +String length avg: 621.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Maybe title and author, a quick summary, link to b...': 2 (0.0%) + 'Is this a pretty good mic? Reviews say so, but I'd...': 1 (0.0%) + 'Here's the [link to the free shipping info]{http:/...': 1 (0.0%) + 'I went to the grocery store to to pick up a bottle...': 1 (0.0%) + 'Say you had the chance to 'do it all over again' f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 351 (0.0%) + 'i.imgur.com': 320 (0.0%) + 'youtube.com': 269 (0.0%) + 'self.AskReddit': 167 (0.0%) + 'qkme.me': 91 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:-3, max:14,138, avg:7.7 +Numeric std dev: 59.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,931, bool:34 +Null/Empty: null:2,158,931 +Booleans: true:32 (94.1%), false:2 (5.9%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:0 (0.0%), false:2,158,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,356 (0.1%) + 'self': 624 (0.0%) + 'nsfw': 119 (0.0%) + 'http://d.thumbs.redditmedia.com/GLGEgFiTsfNj5X_-.j...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/FvI27U1ymfUJlpnZ.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:0 (0.0%), false:2,158,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,158,965/2,158,965 (100.0%) +Types: str:2,158,965 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 266 (0.0%) + 't5_2qh1i': 217 (0.0%) + 't5_2s7tt': 172 (0.0%) + 't5_2qqlo': 162 (0.0%) + 't5_2qh0u': 143 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:-1, max:41,046, avg:57.3 +Numeric std dev: 544.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:2,158,965 +Null/Empty: null:2,158,965 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:0, max:8,239, avg:22.5 +Numeric std dev: 115.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,158,965/2,158,965 (100.0%) +Types: NoneType:1,618,919, str:540,046 +Null/Empty: null:1,618,919 +String length avg: 790.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 65 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,158,965/2,158,965 (100.0%) +Types: int:2,158,965 +Numeric values: 2,158,965 total +Numeric range: min:1,330,560,000, max:1,333,241,999, avg:1331919750.4 +Numeric std dev: 775857.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:0 (0.0%), false:2,158,965 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,158,965/2,158,965 (100.0%) +Types: bool:2,158,965 +Booleans: true:96,715 (4.5%), false:2,062,250 (95.5%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,157,630/2,158,965 (99.9%) +Types: str:2,157,630 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 441 (0.0%) + 'roger_': 8 (0.0%) + 'pantsubot': 6 (0.0%) + 'Aschebescher': 5 (0.0%) + 'mepper': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,335/2,158,965 (0.1%) +Types: bool:1,335 +Booleans: true:1,335 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-04.jsonl +Analysis Time: 2026-01-15 06:52:52 +================================================================================ +Total lines: 2,279,491 +Processed lines: 2,279,491 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:-2, max:66,699, avg:38.1 +Numeric std dev: 494.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,274,041, str:5,450 +Null/Empty: null:2,274,041, empty_str:105 +String length avg: 11.3 +Unique strings tracked: 973 +Top 5 string values: + 'Solved': 278 (5.2%) + 'forced meme': 150 (2.8%) + 'repost': 109 (2.0%) + 'wrong sub': 105 (2.0%) + 'SOLVED': 98 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,274,901, str:4,590 +Null/Empty: null:2,274,901 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,556 (99.3%) + 'admin': 29 (0.6%) + 'special': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,066,385, dict:213,106 +Null/Empty: null:2,066,385 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 60.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?feature=player_embedd...': 3 (0.0%) + 'http://www.youtube.com/watch?index=3&list=UUfL...': 3 (0.0%) + 'http://i.imgur.com/j3jEX.jpg': 2 (0.0%) + 'http://www.youtube.com/watch?v=w6Pqko2l8jU&fea...': 2 (0.0%) + 'http://i.imgur.com/7eMom.jpg?1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,274,124, str:5,367 +Null/Empty: null:2,274,124, empty_str:1,291 +String length avg: 8.2 +Unique strings tracked: 392 +Top 5 string values: + 'error': 433 (10.6%) + 'genre': 270 (6.6%) + 'solvedcase': 209 (5.1%) + 'approved': 178 (4.4%) + 'meme': 129 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ropt5': 1 (0.0%) + 'ropt4': 1 (0.0%) + 'ropt3': 1 (0.0%) + 'ropt2': 1 (0.0%) + 'ropt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,278,229, int:1,262 +Booleans: true:79,748 (3.5%), false:2,198,481 (96.5%) +Numeric values: 1,262 total +Numeric range: min:1,337,046,939, max:1,374,074,801, avg:1346134689.8 +Numeric std dev: 9621692.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,491 +Null/Empty: null:2,279,491 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:1,333,238,403, max:1,335,830,398, avg:1334532612.8 +Numeric std dev: 744746.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,491 +Null/Empty: null:2,279,491 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ropt5': 1 (0.0%) + 't3_ropt4': 1 (0.0%) + 't3_ropt3': 1 (0.0%) + 't3_ropt2': 1 (0.0%) + 't3_ropt1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 308 (0.0%) + 'AdviceAnimals': 186 (0.0%) + 'AskReddit': 143 (0.0%) + 'pics': 140 (0.0%) + 'fffffffuuuuuuuuuuuu': 115 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 51.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NDAA National Defense Authorization Act - The End ...': 3 (0.0%) + 'Kodak's Print Your Own LIVE Kittens!': 2 (0.0%) + 'TAE That CarrotTop changed her hair color because ...': 2 (0.0%) + 'UKC Dubstep: Document One - Moving Together (Ft. T...': 2 (0.0%) + 'Derpy Episode Help': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,035,884, str:243,607 +Null/Empty: null:2,035,884, empty_str:79,512 +String length avg: 17.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Spends way too much time here :)': 22 (0.0%) + '[I EAT SPAM]': 19 (0.0%) + 'Protoss': 13 (0.0%) + 'the atheism bot': 11 (0.0%) + 'The Janitor': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:631,562 (27.7%), false:1,647,929 (72.3%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,279,491/2,279,491 (100.0%) +Types: dict:2,279,491 +Null/Empty: empty_obj:2,066,385 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Wordpress/comments/ropt5/best_practice_for_edit...': 1 (0.0%) + '/r/WTF/comments/ropt4/a_touching_tribute/': 1 (0.0%) + '/r/men_in_panties/comments/ropt3/a_few_quick_shots...': 1 (0.0%) + '/r/mylittlepony/comments/ropt2/rainbow_and_flutter...': 1 (0.0%) + '/r/pics/comments/ropt1/ive_painted_more_city_light...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,037,320, str:242,171 +Null/Empty: null:2,037,320, empty_str:42,017 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 102 (0.1%) + 'mflb': 35 (0.0%) + 'jansmall': 34 (0.0%) + 'Camera': 33 (0.0%) + 'smoknjoint': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +Null/Empty: empty_str:1,749,910 +String length avg: 635.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hey, guys. I was hoping this subreddit existed. ...': 2 (0.0%) + 'I'll start it. Mine would be a T-bone steak, mashe...': 2 (0.0%) + 'http://i.imgur.com/Q4CS5.jpg + +**UPDATE: TwitchTv h...': 2 (0.0%) + 'Yes, we talk enough about the great weather, the C...': 1 (0.0%) + 'I've posted this before but I'm still searching fo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 475 (0.0%) + 'i.imgur.com': 420 (0.0%) + 'youtube.com': 293 (0.0%) + 'self.AskReddit': 118 (0.0%) + 'qkme.me': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:-1, max:14,675, avg:7.8 +Numeric std dev: 63.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,453, bool:38 +Null/Empty: null:2,279,453 +Booleans: true:35 (92.1%), false:3 (7.9%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:0 (0.0%), false:2,279,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 966 (0.0%) + 'self': 540 (0.0%) + 'nsfw': 114 (0.0%) + 'http://c.thumbs.redditmedia.com/R6PxGTrOaGn169zz.j...': 5 (0.0%) + 'http://d.thumbs.redditmedia.com/hsww-LnpwM4b68L-.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:0 (0.0%), false:2,279,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,279,491/2,279,491 (100.0%) +Types: str:2,279,491 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 308 (0.0%) + 't5_2s7tt': 186 (0.0%) + 't5_2qh1i': 143 (0.0%) + 't5_2qh0u': 140 (0.0%) + 't5_2qqlo': 115 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:-1, max:74,712, avg:61.7 +Numeric std dev: 588.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:2,279,491 +Null/Empty: null:2,279,491 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:0, max:11,902, avg:24.1 +Numeric std dev: 121.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,279,491/2,279,491 (100.0%) +Types: NoneType:1,707,634, str:571,857 +Null/Empty: null:1,707,634 +String length avg: 805.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 71 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,279,491/2,279,491 (100.0%) +Types: int:2,279,491 +Numeric values: 2,279,491 total +Numeric range: min:1,333,242,003, max:1,335,833,998, avg:1334536212.8 +Numeric std dev: 744746.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:0 (0.0%), false:2,279,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,279,491/2,279,491 (100.0%) +Types: bool:2,279,491 +Booleans: true:106,065 (4.7%), false:2,173,426 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,278,242/2,279,491 (99.9%) +Types: str:2,278,242 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 451 (0.0%) + 'davidreiss666': 8 (0.0%) + 'antdude': 4 (0.0%) + 'Sixil': 3 (0.0%) + 'agray20938': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,249/2,279,491 (0.1%) +Types: bool:1,249 +Booleans: true:1,249 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-05.jsonl +Analysis Time: 2026-01-15 06:54:42 +================================================================================ +Total lines: 2,293,901 +Processed lines: 2,293,901 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:-1, max:45,075, avg:37.5 +Numeric std dev: 489.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,281,372, str:12,529 +Null/Empty: null:2,281,372, empty_str:87 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'SPOILER': 413 (3.3%) + 'Biology': 334 (2.7%) + 'Solved': 298 (2.4%) + 'Self-post': 216 (1.7%) + 'Physics': 213 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,289,804, str:4,097 +Null/Empty: null:2,289,804 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,062 (99.1%) + 'admin': 26 (0.6%) + 'special': 9 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,088,644, dict:205,257 +Null/Empty: null:2,088,644 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 61.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/Ockmq.gif': 4 (0.0%) + 'http://twinfinite.net/blog/2012/05/01/featurama-ni...': 3 (0.0%) + 'http://imgur.com/a/n3bDc': 3 (0.0%) + 'http://www.youtube.com/watch?v=x3tedlWs1XY&fea...': 2 (0.0%) + 'http://i.imgur.com/6sCew.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,281,451, str:12,450 +Null/Empty: null:2,281,451, empty_str:2,379 +String length avg: 6.3 +Unique strings tracked: 505 +Top 5 string values: + 'spoiler': 924 (9.2%) + 'selfpost': 513 (5.1%) + 'bio': 476 (4.7%) + 'default': 382 (3.8%) + 'genre': 367 (3.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2dlt': 1 (0.0%) + 't2dls': 1 (0.0%) + 't2dlr': 1 (0.0%) + 't2dlq': 1 (0.0%) + 't2dlp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,243,969, int:49,932 +Booleans: true:36,656 (1.6%), false:2,207,313 (98.4%) +Numeric values: 49,932 total +Numeric range: min:1,337,037,847, max:1,373,993,521, avg:1338076450.6 +Numeric std dev: 2214292.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,900, int:1 +Null/Empty: null:2,293,900 +Numeric values: 1 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:1,335,830,400, max:1,338,508,799, avg:1337165808.5 +Numeric std dev: 782216.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,901 +Null/Empty: null:2,293,901 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_t2dlt': 1 (0.0%) + 't3_t2dls': 1 (0.0%) + 't3_t2dlr': 1 (0.0%) + 't3_t2dlq': 1 (0.0%) + 't3_t2dlp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 262 (0.0%) + 'AdviceAnimals': 193 (0.0%) + 'AskReddit': 161 (0.0%) + 'pics': 153 (0.0%) + 'fffffffuuuuuuuuuuuu': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Molly Quinn- You won't beat her in laser tag!': 4 (0.0%) + 'o_O': 2 (0.0%) + 'Jaqen H'ghar's favorite movie.': 2 (0.0%) + 'Me when people use memes the wrong way...': 2 (0.0%) + 'Gabe Newell as seen by GU Comics..': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,046,487, str:247,414 +Null/Empty: null:2,046,487, empty_str:77,030 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'the atheism bot': 28 (0.0%) + 'The Janitor': 19 (0.0%) + 'P2P State of Hivemind': 10 (0.0%) + 'Knight of /new': 9 (0.0%) + 'Sir': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:662,761 (28.9%), false:1,631,140 (71.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,293,901/2,293,901 (100.0%) +Types: dict:2,293,901 +Null/Empty: empty_obj:2,088,644 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 63.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Anarchism/comments/t2dlt/smashing_the_capitalis...': 1 (0.0%) + '/r/Cooking/comments/t2dls/looking_to_make_cheeseca...': 1 (0.0%) + '/r/Music/comments/t2dlr/masta_ace_alphabet_soup/': 1 (0.0%) + '/r/sports/comments/t2dlq/john_tortorella_has_perfe...': 1 (0.0%) + '/r/AskReddit/comments/t2dlp/what_rules_racesclassg...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,047,228, str:246,673 +Null/Empty: null:2,047,228, empty_str:44,648 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 90 (0.0%) + 'Camera': 50 (0.0%) + 'botflair': 34 (0.0%) + 'smoknblunt': 27 (0.0%) + 'mflb': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +Null/Empty: empty_str:1,731,767 +String length avg: 767.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Add me via flair': 3 (0.0%) + 'Im shopping around for a new headset, and cant see...': 2 (0.0%) + 'Hey. I know this type of question is somewhat repe...': 2 (0.0%) + 'Pokemon TCG* + +Go here for details :) We're still t...': 2 (0.0%) + 'Come and support if you'd like, it's very similar,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 470 (0.0%) + 'i.imgur.com': 426 (0.0%) + 'youtube.com': 282 (0.0%) + 'self.AskReddit': 137 (0.0%) + 'qkme.me': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:-9, max:43,872, avg:8.3 +Numeric std dev: 78.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,830, bool:71 +Null/Empty: null:2,293,830 +Booleans: true:71 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:0 (0.0%), false:2,293,901 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,054 (0.0%) + 'self': 557 (0.0%) + 'nsfw': 142 (0.0%) + 'http://d.thumbs.redditmedia.com/CQlRsicGgdU2iuVQ.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/NAcHRG3yY-1SUfau.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:2 (0.0%), false:2,293,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,293,901/2,293,901 (100.0%) +Types: str:2,293,901 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 262 (0.0%) + 't5_2s7tt': 193 (0.0%) + 't5_2qh1i': 161 (0.0%) + 't5_2qh0u': 153 (0.0%) + 't5_2qqlo': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:-3, max:53,767, avg:61.9 +Numeric std dev: 585.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:2,293,901 +Null/Empty: null:2,293,901 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:0, max:12,920, avg:24.8 +Numeric std dev: 125.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,293,901/2,293,901 (100.0%) +Types: NoneType:1,690,534, str:603,367 +Null/Empty: null:1,690,534 +String length avg: 1032.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 68 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,293,901/2,293,901 (100.0%) +Types: int:2,293,901 +Numeric values: 2,293,901 total +Numeric range: min:1,335,834,000, max:1,338,512,399, avg:1337169408.5 +Numeric std dev: 782216.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:0 (0.0%), false:2,293,901 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,293,901/2,293,901 (100.0%) +Types: bool:2,293,901 +Booleans: true:125,635 (5.5%), false:2,168,266 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,292,628/2,293,901 (99.9%) +Types: str:2,292,628 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 433 (0.0%) + 'DonTocino': 5 (0.0%) + 'magstrauma': 4 (0.0%) + 'youregonnaloveme': 4 (0.0%) + 'Pomplamousse': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,273/2,293,901 (0.1%) +Types: bool:1,273 +Booleans: true:1,273 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-06.jsonl +Analysis Time: 2026-01-15 06:56:38 +================================================================================ +Total lines: 2,393,973 +Processed lines: 2,393,973 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:-2, max:55,841, avg:36.6 +Numeric std dev: 492.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,361,647, str:32,326 +Null/Empty: null:2,361,647, empty_str:147 +String length avg: 15.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'News/recent source': 561 (1.7%) + 'Self-post': 457 (1.4%) + 'Solved': 332 (1.0%) + 'Season 2': 295 (0.9%) + 'SPOILER': 287 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,389,558, str:4,415 +Null/Empty: null:2,389,558 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,398 (99.6%) + 'admin': 14 (0.3%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,180,679, dict:213,294 +Null/Empty: null:2,180,679 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 61.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://vitals.msnbc.msn.com/_news/2012/06/01/12013...': 4 (0.0%) + 'http://www.edmontonjournal.com/news/alberta/Wildro...': 3 (0.0%) + 'http://i1155.photobucket.com/albums/p545/mtme/44d9...': 3 (0.0%) + 'http://memegenerator.net/instance/21327403': 2 (0.0%) + 'http://i.imgur.com/APu1Q.gif': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,361,749, str:32,224 +Null/Empty: null:2,361,749, empty_str:3,475 +String length avg: 5.3 +Unique strings tracked: 566 +Top 5 string values: + 'meta': 14,517 (50.5%) + 'news': 1,172 (4.1%) + 'solvedcase': 1,064 (3.7%) + 'selfpost': 838 (2.9%) + 'youtube': 538 (1.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ugfw2': 1 (0.0%) + 'ugfw1': 1 (0.0%) + 'ugfw0': 1 (0.0%) + 'ugfvz': 1 (0.0%) + 'ugfvy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,299,256, int:94,717 +Booleans: true:0 (0.0%), false:2,299,256 (100.0%) +Numeric values: 94,717 total +Numeric range: min:1,338,509,079, max:1,373,976,234, avg:1340036085.7 +Numeric std dev: 1820196.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,969, int:4 +Null/Empty: null:2,393,969 +Numeric values: 4 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:1,338,508,801, max:1,341,100,796, avg:1339834072.6 +Numeric std dev: 747132.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,972, str:1 +Null/Empty: null:2,393,972 +String length avg: 9.0 +Unique strings tracked: 1 +String values distribution: + 'aphexcoil': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_ugfw2': 1 (0.0%) + 't3_ugfw1': 1 (0.0%) + 't3_ugfw0': 1 (0.0%) + 't3_ugfvz': 1 (0.0%) + 't3_ugfvy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 218 (0.0%) + 'AskReddit': 159 (0.0%) + 'AdviceAnimals': 147 (0.0%) + 'pics': 136 (0.0%) + 'gaming': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'No, the zombie apocalypse isn't coming, assures th...': 4 (0.0%) + 'Canadian tax payers on the hook for Premier Alison...': 3 (0.0%) + 'Custom art card sleeves nearing funding goal thank...': 3 (0.0%) + 'What's staving off my IUD insertion cramps?': 2 (0.0%) + 'GGG goes vegan': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,130,532, str:263,441 +Null/Empty: null:2,130,532, empty_str:84,670 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'MOD': 32 (0.0%) + 'the atheism bot': 27 (0.0%) + 'http://i.imgur.com/zJ9yl.gif': 27 (0.0%) + 'The Janitor': 11 (0.0%) + 'One voice of many': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:716,337 (29.9%), false:1,677,636 (70.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,393,973/2,393,973 (100.0%) +Types: dict:2,393,973 +Null/Empty: empty_obj:2,180,679 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/ugfw2/what_are_some_ways_in_...': 1 (0.0%) + '/r/nba/comments/ugfw1/report_phil_jackson_bows_out...': 1 (0.0%) + '/r/fffffffuuuuuuuuuuuu/comments/ugfw0/false_alarm_...': 1 (0.0%) + '/r/pregnant/comments/ugfvz/how_do_i_find_a_pregnan...': 1 (0.0%) + '/r/science/comments/ugfvy/a_different_sort_of_mont...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,132,026, str:261,947 +Null/Empty: null:2,132,026, empty_str:45,144 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 102 (0.0%) + 'botflair': 37 (0.0%) + 'treesblunt': 30 (0.0%) + 'Camera': 25 (0.0%) + 'us': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +Null/Empty: empty_str:1,785,962 +String length avg: 697.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I just wanted to say thanks to everyone on Reddit ...': 3 (0.0%) + 'The boy do I have a subreddit for you! The /r/MyLi...': 3 (0.0%) + 'I'm not sure if this is the right place to post th...': 2 (0.0%) + 'This didn't seem appropriate for any of the subred...': 2 (0.0%) + 'I want a powerful enough laptop to play high-quali...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 457 (0.0%) + 'imgur.com': 449 (0.0%) + 'youtube.com': 271 (0.0%) + 'self.AskReddit': 142 (0.0%) + 'qkme.me': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:-1, max:42,397, avg:8.6 +Numeric std dev: 86.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,910, bool:63 +Null/Empty: null:2,393,910 +Booleans: true:61 (96.8%), false:2 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:0 (0.0%), false:2,393,973 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,018 (0.0%) + 'self': 570 (0.0%) + 'nsfw': 173 (0.0%) + 'http://e.thumbs.redditmedia.com/R_3psMrKRzNgkoSp.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/g14-7Puooav0ZtVQ.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:0 (0.0%), false:2,393,973 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,393,973/2,393,973 (100.0%) +Types: str:2,393,973 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 218 (0.0%) + 't5_2qh1i': 159 (0.0%) + 't5_2s7tt': 147 (0.0%) + 't5_2qh0u': 136 (0.0%) + 't5_2qh03': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:-2, max:68,784, avg:61.4 +Numeric std dev: 591.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:2,393,973 +Null/Empty: null:2,393,973 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:0, max:12,943, avg:25.3 +Numeric std dev: 130.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,393,973/2,393,973 (100.0%) +Types: NoneType:1,740,334, str:653,639 +Null/Empty: null:1,740,334 +String length avg: 915.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 59 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,393,973/2,393,973 (100.0%) +Types: int:2,393,973 +Numeric values: 2,393,973 total +Numeric range: min:1,338,512,401, max:1,341,104,396, avg:1339837672.6 +Numeric std dev: 747132.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:1 (0.0%), false:2,393,972 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,393,973/2,393,973 (100.0%) +Types: bool:2,393,973 +Booleans: true:125,736 (5.3%), false:2,268,237 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,392,651/2,393,973 (99.9%) +Types: str:2,392,651 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 426 (0.0%) + 'XXX_Fan': 23 (0.0%) + 'dkmag': 10 (0.0%) + 'beetling': 6 (0.0%) + 'Fabe56': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,322/2,393,973 (0.1%) +Types: bool:1,322 +Booleans: true:1,322 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-07.jsonl +Analysis Time: 2026-01-15 06:58:44 +================================================================================ +Total lines: 2,663,529 +Processed lines: 2,663,529 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:-1, max:64,149, avg:35.8 +Numeric std dev: 497.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,575,504, str:88,025 +Null/Empty: null:2,575,504, empty_str:291 +String length avg: 17.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 58 (0.1%) + 'AnythingGoesNews|reeds1999': 31 (0.0%) + ' News/recent source': 26 (0.0%) + 'Self-post': 22 (0.0%) + 'Dead': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,658,573, str:4,956 +Null/Empty: null:2,658,573 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 4,934 (99.6%) + 'admin': 18 (0.4%) + 'special': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,429,887, dict:233,642 +Null/Empty: null:2,429,887 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +Null/Empty: empty_str:1 +String length avg: 62.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/8v1YW.jpg?1': 3 (0.0%) + 'http://www.youtube.com/watch?v=oYyR3afvTfg': 3 (0.0%) + 'http://www.bbc.co.uk/news/science-environment-1866...': 3 (0.0%) + 'http://www.youtube.com/watch?v=9vEd4u1SPp4': 3 (0.0%) + 'http://imgur.com/Qs6Xt': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,575,032, str:88,497 +Null/Empty: null:2,575,032, empty_str:4,162 +String length avg: 4.7 +Unique strings tracked: 677 +Top 5 string values: + 'meta': 61,511 (72.9%) + 'solvedcase': 2,433 (2.9%) + 'dead': 1,814 (2.2%) + 'news': 1,620 (1.9%) + 'selfpost': 971 (1.2%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'vwed0': 1 (0.0%) + 'vwecz': 1 (0.0%) + 'vwecy': 1 (0.0%) + 'vwecx': 1 (0.0%) + 'vwecw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,554,126, int:109,403 +Booleans: true:0 (0.0%), false:2,554,126 (100.0%) +Numeric values: 109,403 total +Numeric range: min:1,341,101,196, max:1,373,842,659, avg:1342659466.0 +Numeric std dev: 1706927.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,529 +Null/Empty: null:2,663,529 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:1,341,100,800, max:1,343,779,199, avg:1342466495.8 +Numeric std dev: 763524.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,529 +Null/Empty: null:2,663,529 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_vwed0': 1 (0.0%) + 't3_vwecz': 1 (0.0%) + 't3_vwecy': 1 (0.0%) + 't3_vwecx': 1 (0.0%) + 't3_vwecw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 196 (0.0%) + 'pics': 149 (0.0%) + 'AskReddit': 142 (0.0%) + 'AdviceAnimals': 107 (0.0%) + 'trees': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Soyuz spacecraft's 'bulls-eye' landing [vid]': 3 (0.0%) + 'This Week in Liberty, Episode 2 | VforVoluntaryTV....': 3 (0.0%) + 'Libya crowd 'ransack Benghazi election office'': 2 (0.0%) + 'Bohemiam Anarchy w/ Stef | Porfest 2012': 2 (0.0%) + 'Rainbow Dash Cake': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,368,800, str:294,729 +Null/Empty: null:2,368,800, empty_str:91,367 +String length avg: 19.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Spends way too much time here :)': 39 (0.0%) + 'the atheism bot': 19 (0.0%) + 'r/gearedup': 11 (0.0%) + '+': 10 (0.0%) + 'XBOX': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:808,777 (30.4%), false:1,854,752 (69.6%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,663,529/2,663,529 (100.0%) +Types: dict:2,663,529 +Null/Empty: empty_obj:2,429,887 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gaming/comments/vwed0/what_are_essential_games_...': 1 (0.0%) + '/r/videos/comments/vwecz/a_powerful_statement_abou...': 1 (0.0%) + '/r/trees/comments/vwecy/favorite_toke_song/': 1 (0.0%) + '/r/GalaxyNexus/comments/vwecx/making_the_switch/': 1 (0.0%) + '/r/Leathercraft/comments/vwecw/im_after_someone_to...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,373,233, str:290,296 +Null/Empty: null:2,373,233, empty_str:51,659 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 154 (0.1%) + 'Camera': 43 (0.0%) + 'treesblunt': 30 (0.0%) + 'botflair': 23 (0.0%) + 'smoknjoint': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +Null/Empty: empty_str:1,978,320 +String length avg: 627.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm a 24/f and my mom is in her 50's.. The past 6 ...': 2 (0.0%) + 'Add me via flair or go to my [Steam profile](http:...': 2 (0.0%) + 'Tried to put it all in the title, long version: + +I...': 2 (0.0%) + 'Tyler Tabman and his Wind-Ups win North American W...': 2 (0.0%) + 'I'm currently 19 and the idea of becoming a firefi...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +Null/Empty: empty_str:1 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 588 (0.0%) + 'imgur.com': 475 (0.0%) + 'youtube.com': 322 (0.0%) + 'self.AskReddit': 141 (0.0%) + 'reddit.com': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:-2, max:27,362, avg:8.5 +Numeric std dev: 82.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,480, bool:49 +Null/Empty: null:2,663,480 +Booleans: true:49 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:0 (0.0%), false:2,663,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,033 (0.0%) + 'self': 646 (0.0%) + 'nsfw': 125 (0.0%) + 'http://b.thumbs.redditmedia.com/8nUF1E5Zbnrlem_O.j...': 4 (0.0%) + 'http://b.thumbs.redditmedia.com/mdJBHUwYx17iS55s.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:0 (0.0%), false:2,663,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,663,529/2,663,529 (100.0%) +Types: str:2,663,529 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 196 (0.0%) + 't5_2qh0u': 149 (0.0%) + 't5_2qh1i': 142 (0.0%) + 't5_2s7tt': 107 (0.0%) + 't5_2r9vp': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:-4, max:71,011, avg:60.6 +Numeric std dev: 597.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:2,663,529 +Null/Empty: null:2,663,529 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:0, max:21,307, avg:25.3 +Numeric std dev: 132.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,663,529/2,663,529 (100.0%) +Types: NoneType:1,922,924, str:740,605 +Null/Empty: null:1,922,924 +String length avg: 795.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 69 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,663,529/2,663,529 (100.0%) +Types: int:2,663,529 +Numeric values: 2,663,529 total +Numeric range: min:1,341,104,400, max:1,343,782,799, avg:1342470095.8 +Numeric std dev: 763524.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:0 (0.0%), false:2,663,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,663,529/2,663,529 (100.0%) +Types: bool:2,663,529 +Booleans: true:140,497 (5.3%), false:2,523,032 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,662,144/2,663,529 (99.9%) +Types: str:2,662,144 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 393 (0.0%) + 'PoliticBot': 24 (0.0%) + 'davidreiss666': 22 (0.0%) + 'Probably_on_Reddit': 12 (0.0%) + 'redonculous': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,385/2,663,529 (0.1%) +Types: bool:1,385 +Booleans: true:1,385 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-08.jsonl +Analysis Time: 2026-01-15 07:00:54 +================================================================================ +Total lines: 2,782,752 +Processed lines: 2,782,752 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:-1, max:225,969, avg:37.5 +Numeric std dev: 551.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,677,626, str:105,126 +Null/Empty: null:2,677,626, empty_str:727 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'RESCUED': 34 (0.0%) + 'Solved': 34 (0.0%) + 'Dead': 34 (0.0%) + 'Recent source (III)': 31 (0.0%) + 'evolutionReddit|UlkeshNaranek': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,777,189, str:5,563 +Null/Empty: null:2,777,189 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,532 (99.4%) + 'admin': 29 (0.5%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,534,063, dict:248,689 +Null/Empty: null:2,534,063 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://skepchick.org/2012/08/jamila-bey-pwns-bigot...': 4 (0.0%) + 'http://www.nextgov.com/cybersecurity/2012/08/chanc...': 4 (0.0%) + 'http://i.imgur.com/Ehur3.jpg': 4 (0.0%) + 'http://www.reuters.com/article/2012/05/03/us-usa-g...': 3 (0.0%) + 'http://www.nextgov.com/cybersecurity/2012/08/malic...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,662,740, str:120,012 +Null/Empty: null:2,662,740, empty_str:4,107 +String length avg: 4.9 +Unique strings tracked: 788 +Top 5 string values: + 'meta': 71,365 (61.6%) + 'normal': 9,015 (7.8%) + 'baby': 2,880 (2.5%) + 'solvedcase': 2,848 (2.5%) + 'quality': 1,904 (1.6%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xj9ol': 1 (0.0%) + 'xj9ok': 1 (0.0%) + 'xj9oj': 1 (0.0%) + 'xj9oi': 1 (0.0%) + 'xj9oh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,669,497, int:113,255 +Booleans: true:0 (0.0%), false:2,669,497 (100.0%) +Numeric values: 113,255 total +Numeric range: min:1,343,779,448, max:1,373,804,202, avg:1345309932.3 +Numeric std dev: 1651892.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,752 +Null/Empty: null:2,782,752 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:1,343,779,200, max:1,346,457,599, avg:1345128071.7 +Numeric std dev: 776833.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,752 +Null/Empty: null:2,782,752 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_xj9ol': 1 (0.0%) + 't3_xj9ok': 1 (0.0%) + 't3_xj9oj': 1 (0.0%) + 't3_xj9oi': 1 (0.0%) + 't3_xj9oh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 213 (0.0%) + 'AskReddit': 134 (0.0%) + 'AdviceAnimals': 124 (0.0%) + 'pics': 123 (0.0%) + 'POLITIC': 107 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Chances dwindle for senate cybersecurity bill': 4 (0.0%) + 'Daily reminder: Free birth control rule kicks in t...': 4 (0.0%) + 'Skepchick's Jamila Bey owns anti-gay bigots on C-S...': 3 (0.0%) + '"Weapons" banned at Republican National Convention...': 3 (0.0%) + 'Malicious tool hides in hardware to open backdoors...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,469,060, str:313,692 +Null/Empty: null:2,469,060, empty_str:99,659 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '+': 15 (0.0%) + 'United States': 14 (0.0%) + 'the atheism bot': 14 (0.0%) + 'One voice of many': 10 (0.0%) + 'http://i.imgur.com/zJ9yl.gif': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:859,322 (30.9%), false:1,923,430 (69.1%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,782,752/2,782,752 (100.0%) +Types: dict:2,782,752 +Null/Empty: empty_obj:2,534,063 + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 64.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/worldnews/comments/xj9ol/iranians_cry_conspirac...': 1 (0.0%) + '/r/onlinegames/comments/xj9ok/s/': 1 (0.0%) + '/r/aww/comments/xj9oj/leave_me_alone_im_trying_to_...': 1 (0.0%) + '/r/circlejerk/comments/xj9oi/too_many_atheisms_not...': 1 (0.0%) + '/r/relationship_advice/comments/xj9oh/18f_reddit_i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,474,564, str:308,188 +Null/Empty: null:2,474,564, empty_str:57,259 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 86 (0.0%) + 'us': 24 (0.0%) + 'Camera': 23 (0.0%) + 'smoknjoint': 22 (0.0%) + 'user': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +Null/Empty: empty_str:2,062,635 +String length avg: 634.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm coming to the end of my prescription and the e...': 2 (0.0%) + 'For me, it's The Shins - Port of Morrow.': 2 (0.0%) + 'I've found that when not powered, inhaling the mfl...': 2 (0.0%) + 'Met in a bar and have had a few crazy nights toget...': 1 (0.0%) + 'So the ingredients were garlic, onions (not green)...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 425 (0.0%) + 'imgur.com': 391 (0.0%) + 'youtube.com': 246 (0.0%) + 'self.AskReddit': 122 (0.0%) + 'qkme.me': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:-3, max:27,536, avg:8.7 +Numeric std dev: 87.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,711, bool:41 +Null/Empty: null:2,782,711 +Booleans: true:41 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:0 (0.0%), false:2,782,752 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 22.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,064 (0.0%) + 'self': 675 (0.0%) + 'nsfw': 140 (0.0%) + 'http://e.thumbs.redditmedia.com/2MzZHqwffHoAHkQR.j...': 14 (0.0%) + 'http://f.thumbs.redditmedia.com/ZKImTRm_TEYdfKT_.j...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:1 (0.0%), false:2,782,751 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,782,752/2,782,752 (100.0%) +Types: str:2,782,752 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 213 (0.0%) + 't5_2qh1i': 134 (0.0%) + 't5_2s7tt': 124 (0.0%) + 't5_2qh0u': 123 (0.0%) + 't5_2r84s': 107 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:-1, max:240,730, avg:63.1 +Numeric std dev: 653.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,782,752 +Null/Empty: null:2,782,752 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:0, max:14,761, avg:26.1 +Numeric std dev: 137.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,782,752/2,782,752 (100.0%) +Types: NoneType:2,003,589, str:779,163 +Null/Empty: null:2,003,589 +String length avg: 805.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 73 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 2,782,752/2,782,752 (100.0%) +Types: int:2,782,752 +Numeric values: 2,782,752 total +Numeric range: min:1,343,782,800, max:1,346,461,199, avg:1345131671.7 +Numeric std dev: 776833.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:0 (0.0%), false:2,782,752 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,782,752/2,782,752 (100.0%) +Types: bool:2,782,752 +Booleans: true:145,633 (5.2%), false:2,637,119 (94.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,781,273/2,782,752 (99.9%) +Types: str:2,781,273 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 376 (0.0%) + 'PoliticBot': 42 (0.0%) + 'MrSnakeX': 13 (0.0%) + 'mepper': 8 (0.0%) + 'newyork99': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,479/2,782,752 (0.1%) +Types: bool:1,479 +Booleans: true:1,479 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-09.jsonl +Analysis Time: 2026-01-15 07:03:01 +================================================================================ +Total lines: 2,568,109 +Processed lines: 2,568,109 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:1,413,532,926, max:1,413,614,354, avg:1413573132.1 +Numeric std dev: 23699.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:-1, max:25,606, avg:8.5 +Numeric std dev: 79.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,568,107 (100.0%) + 1: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 65.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/MorbidReality/comments/z7h35/searching_for_the_...': 1 (0.0%) + '/r/doctorwho/comments/z7h34/doctor_who_mod_for_fal...': 1 (0.0%) + '/r/dogpictures/comments/z7h33/it_was_goldenpaloza_...': 1 (0.0%) + '/r/atheism/comments/z7h32/my_parents_are_sending_m...': 1 (0.0%) + '/r/WTF/comments/z7h31/this_is_on_here_right/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 200 (0.0%) + 'AskReddit': 144 (0.0%) + 'pics': 136 (0.0%) + 'AdviceAnimals': 97 (0.0%) + 'aww': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,332,326, dict:235,783 +Null/Empty: null:2,332,326 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:1,346,457,600, max:1,349,049,598, avg:1347754361.5 +Numeric std dev: 739049.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,568,109 +Null/Empty: null:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,568,109 +Null/Empty: null:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 200 (0.0%) + 't5_2qh1i': 144 (0.0%) + 't5_2qh0u': 136 (0.0%) + 't5_2s7tt': 97 (0.0%) + 't5_2qh1o': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,222,975, str:345,134 +Null/Empty: null:2,222,975, empty_str:87,267 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 317 (0.1%) + 'the atheism bot': 17 (0.0%) + 'Gypsy': 14 (0.0%) + 'Pic Hunter': 11 (0.0%) + 'Twilight Sparkle': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:0, max:10,808, avg:28.3 +Numeric std dev: 150.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,444,509, str:123,600 +Null/Empty: null:2,444,509, empty_str:7,095 +String length avg: 4.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 63,567 (54.6%) + 'normal': 8,518 (7.3%) + 'solvedcase': 2,614 (2.2%) + 'quality': 2,259 (1.9%) + 'baby': 1,708 (1.5%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1,910,438 +String length avg: 634.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The title is pretty self-exclamatory. I am 14, and...': 3 (0.0%) + 'Looking for a good possible Tier 1 build for wukon...': 2 (0.0%) + 'http://steamcommunity.com/id/BertoSunchips + +Add me': 2 (0.0%) + 'Our Ad from Craigslist + +We are in need of a Fundra...': 2 (0.0%) + 'Why are people still looked at badly if they date ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,568,109/2,568,109 (100.0%) +Types: dict:2,568,109 +Null/Empty: empty_obj:2,568,091 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Numeric range: min:0, max:10,808, avg:28.3 +Numeric std dev: 150.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,225,245, str:342,864 +Null/Empty: null:2,225,245, empty_str:48,878 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 396 (0.1%) + 'default': 119 (0.0%) + 'year1': 22 (0.0%) + 'treesblunt': 19 (0.0%) + 'botflair': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,568,091, dict:18 +Null/Empty: null:2,568,091 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 518 (0.0%) + 'imgur.com': 453 (0.0%) + 'youtube.com': 295 (0.0%) + 'self.AskReddit': 142 (0.0%) + 'qkme.me': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,562,928, str:5,181 +Null/Empty: null:2,562,928 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,147 (99.3%) + 'admin': 31 (0.6%) + 'special': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,568,109/2,568,109 (100.0%) +Types: int:2,568,109 +Numeric values: 2,568,109 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,568,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:1,847,662, str:720,447 +Null/Empty: null:1,847,662 +String length avg: 799.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 88 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"></di...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,568,109 +Booleans: true:0 (0.0%), false:2,568,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 21.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,309 (0.1%) + 'self': 730 (0.0%) + 'nsfw': 158 (0.0%) + 'http://e.thumbs.redditmedia.com/R_3psMrKRzNgkoSp.j...': 4 (0.0%) + 'http://e.thumbs.redditmedia.com/HT-FNsNZRhM8ecHj.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1 +String length avg: 55.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GOP Desperate to Keep Johnson Off the Ballot': 2 (0.0%) + 'Some 'news' outlets seek to protect the left, defy...': 2 (0.0%) + 'Hi, I'm squinted's right ball, I hurt a lot, AMA': 2 (0.0%) + 'When will we face the fact that no one will ever c...': 2 (0.0%) + 'Justin bieber dead': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,568,109 +Booleans: true:796,718 (31.0%), false:1,771,391 (69.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,568,109/2,568,109 (100.0%) +Types: NoneType:2,458,597, str:109,512 +Null/Empty: null:2,458,597, empty_str:1,215 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 57 (0.1%) + 'RESCUED': 27 (0.0%) + 'Dead': 20 (0.0%) + 'Self-post': 17 (0.0%) + 'politics|IAmperfectlyCalm': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,469,336, int:98,773 +Booleans: true:0 (0.0%), false:2,469,336 (100.0%) +Numeric values: 98,773 total +Numeric range: min:1,346,458,028, max:1,413,587,137, avg:1348047463.7 +Numeric std dev: 2929871.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +Null/Empty: empty_str:1 +String length avg: 63.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.examiner.com/article/gop-desperate-to-...': 2 (0.0%) + 'http://imgur.com/EwhGc': 2 (0.0%) + 'http://chronicle.augusta.com/opinion/editorials/20...': 2 (0.0%) + 'http://justin.bieber.swellserver.com/news/top_stor...': 2 (0.0%) + 'http://i.imgur.com/lgVxY.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,568,109/2,568,109 (100.0%) +Types: list:2,568,109 +Null/Empty: empty_arr:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,568,109/2,568,109 (100.0%) +Types: str:2,568,109 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'z7h35': 1 (0.0%) + 'z7h34': 1 (0.0%) + 'z7h33': 1 (0.0%) + 'z7h32': 1 (0.0%) + 'z7h31': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,568,109/2,568,109 (100.0%) +Types: dict:2,568,109 +Null/Empty: empty_obj:2,332,326 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,568,109/2,568,109 (100.0%) +Types: list:2,568,109 +Null/Empty: empty_arr:2,568,109 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,568,109/2,568,109 (100.0%) +Types: bool:2,568,109 +Booleans: true:142,662 (5.6%), false:2,425,447 (94.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,566,524/2,568,109 (99.9%) +Types: str:2,566,524 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 497 (0.0%) + 'PoliticBot': 25 (0.0%) + 'ModerationLog': 5 (0.0%) + 'squinted': 3 (0.0%) + 'PornGuy18': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,585/2,568,109 (0.1%) +Types: bool:1,585 +Booleans: true:1,585 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-10.jsonl +Analysis Time: 2026-01-15 07:05:22 +================================================================================ +Total lines: 2,776,156 +Processed lines: 2,776,156 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,676,701, int:99,455 +Booleans: true:0 (0.0%), false:2,676,701 (100.0%) +Numeric values: 99,455 total +Numeric range: min:1,349,049,994, max:1,413,460,571, avg:1350692541.7 +Numeric std dev: 2877684.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,646,597, str:129,559 +Null/Empty: null:2,646,597, empty_str:1,850 +String length avg: 16.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 52 (0.0%) + 'Dead': 28 (0.0%) + 'evolutionReddit|UlkeshNaranek': 25 (0.0%) + 'Recent source (III)': 24 (0.0%) + 'Politics (Rule IV)': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,776,156 +Booleans: true:841,993 (30.3%), false:1,934,163 (69.7%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:1 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Race Day Girls': 23 (0.0%) + 'The Federal Reserve: Subsidizing Evil Since 1913! +': 5 (0.0%) + 'Democrats make winning a kind of losing. It looks ...': 4 (0.0%) + 'A petition for equal child support providers.': 2 (0.0%) + 'The tip. Any girls fancy a lick? :P comments / pm'...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,776,156 +Booleans: true:161,757 (5.8%), false:2,614,399 (94.2%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,776,156/2,776,156 (100.0%) +Types: list:2,776,156 +Null/Empty: empty_arr:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,776,156/2,776,156 (100.0%) +Types: dict:2,776,156 +Null/Empty: empty_obj:2,510,041 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '10sf7s': 1 (0.0%) + '10sf7q': 1 (0.0%) + '10sf7p': 1 (0.0%) + '10sf7o': 1 (0.0%) + '10sf7n': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,776,156/2,776,156 (100.0%) +Types: list:2,776,156 +Null/Empty: empty_arr:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:1 +String length avg: 63.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=MGj4-0tKZQQ&fea...': 5 (0.0%) + 'http://lhote.blogspot.com/2012/09/youre-either-wit...': 4 (0.0%) + 'http://i.imgur.com/ZxW3S.jpg': 3 (0.0%) + 'http://imageshimage.com/baj7odkyk2zi/upload403.jpg...': 3 (0.0%) + 'http://www.change.org/petitions/equal-child-suppor...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:2,083,884 +String length avg: 615.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'So I decided to take a look at a scenario that is ...': 2 (0.0%) + '***EDIT***: **So I found [*THIS*](http://www.420ma...': 2 (0.0%) + 'They patched the 255 .ini cheat, but a new cheat h...': 2 (0.0%) + 'I'm trying to gauge the interest of the Seattle ga...': 2 (0.0%) + 'The first time it should be really important and y...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,637,715, str:138,441 +Null/Empty: null:2,637,715, empty_str:11,509 +String length avg: 4.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 51,118 (40.3%) + 'normal': 3,921 (3.1%) + 'solvedcase': 2,132 (1.7%) + 'quality': 1,524 (1.2%) + 'Politics': 1,451 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:0, max:17,367, avg:28.7 +Numeric std dev: 157.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,401,526, str:374,630 +Null/Empty: null:2,401,526, empty_str:96,368 +String length avg: 22.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 374 (0.1%) + 'the atheism bot': 16 (0.0%) + 'One voice of many': 9 (0.0%) + 'Contributor': 7 (0.0%) + 'Raptors': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:1,349,049,601, max:1,351,727,999, avg:1350400191.8 +Numeric std dev: 781598.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,776,156 +Null/Empty: null:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 193 (0.0%) + 't5_2s7tt': 148 (0.0%) + 't5_2qh1i': 133 (0.0%) + 't5_2qh0u': 89 (0.0%) + 't5_2r84s': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,776,156 +Null/Empty: null:2,776,156 + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,510,041, dict:266,115 +Null/Empty: null:2,510,041 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 193 (0.0%) + 'AdviceAnimals': 148 (0.0%) + 'AskReddit': 133 (0.0%) + 'pics': 89 (0.0%) + 'POLITIC': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,776,152 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 65.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/bangladesh/comments/10sf7s/was_pleasantly_surpr...': 1 (0.0%) + '/r/melodicdeathmetal/comments/10sf7q/return_from_e...': 1 (0.0%) + '/r/funny/comments/10sf7p/mean_girls_were_right/': 1 (0.0%) + '/r/Android/comments/10sf7o/thats_what_she_said_abo...': 1 (0.0%) + '/r/aww/comments/10sf7n/who_says_surfing_reddit_mak...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:-3, max:25,128, avg:8.3 +Numeric std dev: 79.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:1,413,445,412, max:1,413,532,926, avg:1413488526.9 +Numeric std dev: 25577.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,776,156/2,776,156 (100.0%) +Types: bool:2,776,156 +Booleans: true:0 (0.0%), false:2,776,156 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,066 (0.0%) + 'self': 587 (0.0%) + 'nsfw': 195 (0.0%) + 'http://f.thumbs.redditmedia.com/ealO0pTQDWUwg3CA.j...': 5 (0.0%) + 'http://a.thumbs.redditmedia.com/mjQWRlABDXIKJf3H.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,012,968, str:763,188 +Null/Empty: null:2,012,968 +String length avg: 772.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 86 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,776,156 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,770,505, str:5,651 +Null/Empty: null:2,770,505 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,619 (99.4%) + 'admin': 25 (0.4%) + 'special': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,776,156/2,776,156 (100.0%) +Types: str:2,776,156 +Null/Empty: empty_str:1 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 519 (0.0%) + 'imgur.com': 388 (0.0%) + 'youtube.com': 259 (0.0%) + 'self.AskReddit': 138 (0.0%) + 'qkme.me': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,776,137, dict:19 +Null/Empty: null:2,776,137 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,776,156/2,776,156 (100.0%) +Types: NoneType:2,404,181, str:371,975 +Null/Empty: null:2,404,181, empty_str:53,075 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 452 (0.1%) + 'default': 62 (0.0%) + 'Camera': 25 (0.0%) + 'botflair': 19 (0.0%) + 'us': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,776,156/2,776,156 (100.0%) +Types: int:2,776,156 +Numeric values: 2,776,156 total +Numeric range: min:0, max:17,367, avg:28.7 +Numeric std dev: 157.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,776,156/2,776,156 (100.0%) +Types: dict:2,776,156 +Null/Empty: empty_obj:2,776,137 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,774,419/2,776,156 (99.9%) +Types: str:2,774,419 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 496 (0.0%) + 'PoliticBot': 46 (0.0%) + 'StretchinAZ': 38 (0.0%) + 'nofapgonewildbot': 16 (0.0%) + 'anacrolix': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,737/2,776,156 (0.1%) +Types: bool:1,737 +Booleans: true:1,737 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-11.jsonl +Analysis Time: 2026-01-15 07:07:40 +================================================================================ +Total lines: 2,706,118 +Processed lines: 2,706,118 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:0, max:18,788, avg:29.9 +Numeric std dev: 168.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,706,118/2,706,118 (100.0%) +Types: dict:2,706,118 +Null/Empty: empty_obj:2,706,087 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,333,744, str:372,374 +Null/Empty: null:2,333,744, empty_str:53,568 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 626 (0.2%) + 'default': 161 (0.1%) + 'year1': 20 (0.0%) + '360': 19 (0.0%) + 'Camera': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 479 (0.0%) + 'imgur.com': 445 (0.0%) + 'youtube.com': 293 (0.0%) + 'self.AskReddit': 120 (0.0%) + 'reddit.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,706,087, dict:31 +Null/Empty: null:2,706,087 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,700,793, str:5,325 +Null/Empty: null:2,700,793 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 5,304 (99.6%) + 'admin': 16 (0.3%) + 'special': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,706,118 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:1,915,905, str:790,213 +Null/Empty: null:1,915,905 +String length avg: 770.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 89 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,706,118 +Booleans: true:0 (0.0%), false:2,706,118 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,117, NoneType:1 +Null/Empty: null:1 +String length avg: 21.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,197 (0.0%) + 'self': 612 (0.0%) + 'nsfw': 149 (0.0%) + 'http://d.thumbs.redditmedia.com/DkqZwAuFSdDGLMdo.j...': 6 (0.0%) + 'http://d.thumbs.redditmedia.com/UPDrcYozqNnsn4FE.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:1,413,330,797, max:1,413,445,412, avg:1413383140.3 +Numeric std dev: 36173.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:-1, max:27,499, avg:8.5 +Numeric std dev: 83.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,706,111 (100.0%) + 1: 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/formula1/comments/12hjdx/webber_reviewing_cars/': 1 (0.0%) + '/r/skiing/comments/12hjdw/that_feeling_when_you_fi...': 1 (0.0%) + '/r/buildapc/comments/12hjdv/build_ready_help_with_...': 1 (0.0%) + '/r/sandy/comments/12hjdu/im_really_worried_about_t...': 1 (0.0%) + '/r/POLITIC/comments/12hjdt/raping_sailor_is_kissin...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 179 (0.0%) + 'pics': 133 (0.0%) + 'AskReddit': 120 (0.0%) + 'AdviceAnimals': 108 (0.0%) + 'POLITIC': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,706,118 +Null/Empty: null:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:1,351,728,000, max:1,354,319,999, avg:1353022493.9 +Numeric std dev: 752406.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,706,118 +Null/Empty: null:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 179 (0.0%) + 't5_2qh0u': 133 (0.0%) + 't5_2qh1i': 120 (0.0%) + 't5_2s7tt': 108 (0.0%) + 't5_2r84s': 104 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,449,573, dict:256,545 +Null/Empty: null:2,449,573 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,706,118/2,706,118 (100.0%) +Types: int:2,706,118 +Numeric values: 2,706,118 total +Numeric range: min:0, max:18,788, avg:29.9 +Numeric std dev: 168.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,327,578, str:378,540 +Null/Empty: null:2,327,578, empty_str:91,412 +String length avg: 23.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 473 (0.2%) + 'the atheism bot': 8 (0.0%) + 'Boost On The Corners': 7 (0.0%) + 'Sir': 6 (0.0%) + 'MOD': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,570,397, str:135,721 +Null/Empty: null:2,570,397, empty_str:11,494 +String length avg: 4.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 39,701 (32.0%) + 'normal': 2,296 (1.8%) + 'Politics': 2,230 (1.8%) + 'solvedcase': 1,320 (1.1%) + 'charted': 1,011 (0.8%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +Null/Empty: empty_str:1,990,826 +String length avg: 608.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[ACTION STEP] We need your help to contact the fol...': 3 (0.0%) + '^ http://steamcommunity.com/id/catsarefunny/': 2 (0.0%) + 'Title.': 2 (0.0%) + 'You can add me.': 2 (0.0%) + 'My Dad's Mac Pro is getting on a bit now (I think ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.flickr.com/photos/40122107@N07/81461700...': 5 (0.0%) + 'http://keyboardmilitia.com/2010/05/18/the-obamacar...': 3 (0.0%) + 'http://www.vancouverite.com/2012/10/31/b-c-boy-7-c...': 3 (0.0%) + 'http://torrentfreak.com/bittorrent-pirate-ordered-...': 3 (0.0%) + 'http://www.youtube.com/watch?v=VTsXRrgdKi4': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '12hjdx': 1 (0.0%) + '12hjdw': 1 (0.0%) + '12hjdv': 1 (0.0%) + '12hjdu': 1 (0.0%) + '12hjdt': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,706,118/2,706,118 (100.0%) +Types: list:2,706,118 +Null/Empty: empty_arr:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,706,118/2,706,118 (100.0%) +Types: dict:2,706,118 +Null/Empty: empty_obj:2,449,573 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,706,118/2,706,118 (100.0%) +Types: list:2,706,118 +Null/Empty: empty_arr:2,706,118 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,706,118 +Booleans: true:164,717 (6.1%), false:2,541,401 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,706,118/2,706,118 (100.0%) +Types: str:2,706,118 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Contact Media Outlets to Broadcast the Fair & ...': 4 (0.0%) + 'Can anyone here help me settle a debate with my Ec...': 3 (0.0%) + 'Tudor cottage, Abermule, Wales.': 3 (0.0%) + '7 year old B.C. boy saves his grandfather's life.': 3 (0.0%) + 'BitTorrent Pirate Ordered to Pay $1.5 Million Dama...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,706,118 +Booleans: true:873,449 (32.3%), false:1,832,669 (67.7%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,706,118/2,706,118 (100.0%) +Types: bool:2,600,922, int:105,196 +Booleans: true:0 (0.0%), false:2,600,922 (100.0%) +Numeric values: 105,196 total +Numeric range: min:1,351,728,343, max:1,413,329,665, avg:1353332747.9 +Numeric std dev: 2755127.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,706,118/2,706,118 (100.0%) +Types: NoneType:2,577,462, str:128,656 +Null/Empty: null:2,577,462, empty_str:1,796 +String length avg: 16.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 44 (0.0%) + 'charted': 28 (0.0%) + 'Politics - removed': 22 (0.0%) + '[Other]': 21 (0.0%) + 'Conservative|The_Senator': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,704,407/2,706,118 (99.9%) +Types: str:2,704,407 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 478 (0.0%) + 'PoliticBot': 52 (0.0%) + 'ModerationLog': 16 (0.0%) + 'scissormonkey': 6 (0.0%) + 'beardediris': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,711/2,706,118 (0.1%) +Types: bool:1,711 +Booleans: true:1,711 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2012-12.jsonl +Analysis Time: 2026-01-15 07:09:58 +================================================================================ +Total lines: 2,735,743 +Processed lines: 2,735,743 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:1,354,320,001, max:1,356,998,399, avg:1355632467.6 +Numeric std dev: 763609.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,371,427, str:364,316 +Null/Empty: null:2,371,427, empty_str:54,420 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 324 (0.1%) + 'default': 89 (0.0%) + 'clg': 18 (0.0%) + 'tsm': 16 (0.0%) + 'fluttershy': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +Null/Empty: empty_str:2,019,074 +String length avg: 620.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Just curious.': 2 (0.0%) + 'Back in high school about 6-7 years ago i used to ...': 2 (0.0%) + 'I will not have the opportunity to partake, so ENT...': 2 (0.0%) + 'My question is: am I being hypocritical? I like to...': 1 (0.0%) + 'I am a poor freshman at WVU and I am trying to get...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,735,743 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:1,413,242,531, max:1,413,330,797, avg:1413287124.3 +Numeric std dev: 24870.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 187 (0.0%) + 't5_2s7tt': 146 (0.0%) + 't5_2qh1i': 123 (0.0%) + 't5_2qh0u': 104 (0.0%) + 't5_2rfxx': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.openforum.com/articles/senate-republica...': 3 (0.0%) + 'http://abcnews.go.com/US/wireStory/trained-navy-do...': 3 (0.0%) + 'http://youtu.be/_3IHybhrq10': 3 (0.0%) + 'http://vimeo.com/20189419#at=0': 2 (0.0%) + 'http://imgur.com/rBzWk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,735,743 +Null/Empty: null:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Senate Republicans Block Small-Business Tax Breaks': 3 (0.0%) + 'Trained Navy Dolphins Losing out to Robots - ABC N...': 3 (0.0%) + 'I'm meeting former UK Prime Minister Gordon Brown ...': 2 (0.0%) + 'Nic Cage.': 2 (0.0%) + 'Maddow: Time to end the ‘war on terror’': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 187 (0.0%) + 'AdviceAnimals': 146 (0.0%) + 'AskReddit': 123 (0.0%) + 'pics': 104 (0.0%) + 'leagueoflegends': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,623,746, str:111,997 +Null/Empty: null:2,623,746, empty_str:2,907 +String length avg: 14.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 79 (0.1%) + 'Self-post': 51 (0.0%) + '[Other]': 46 (0.0%) + '[Fluff]': 35 (0.0%) + '(To be tagged...)': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,729,475, str:6,268 +Null/Empty: null:2,729,475 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 6,241 (99.6%) + 'admin': 24 (0.4%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,365,884, str:369,859 +Null/Empty: null:2,365,884, empty_str:96,447 +String length avg: 22.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 283 (0.1%) + 'PC': 9 (0.0%) + 'Contributor': 8 (0.0%) + 'Enlightened': 7 (0.0%) + 'Incredible Miracle': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,617,802, str:117,941 +Null/Empty: null:2,617,802, empty_str:10,677 +String length avg: 5.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 18,844 (17.6%) + 'normal': 1,616 (1.5%) + 'charted': 1,325 (1.2%) + 'solvedcase': 1,158 (1.1%) + 'quality': 632 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:0, max:17,513, avg:30.9 +Numeric std dev: 171.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,735,739 (100.0%) + 1: 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:1,920,019, str:815,724 +Null/Empty: null:1,920,019 +String length avg: 764.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 154 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 499 (0.0%) + 'imgur.com': 422 (0.0%) + 'youtube.com': 316 (0.0%) + 'self.AskReddit': 134 (0.0%) + 'qkme.me': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,735,743/2,735,743 (100.0%) +Types: list:2,735,743 +Null/Empty: empty_arr:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,735,743/2,735,743 (100.0%) +Types: list:2,735,743 +Null/Empty: empty_arr:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:-1, max:30,797, avg:8.8 +Numeric std dev: 87.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/144k3t/as_someone_raised_catho...': 1 (0.0%) + '/r/homeland/comments/144k3s/questions_about_two_ha...': 1 (0.0%) + '/r/Loans/comments/144k3r/req_help_going_home/': 1 (0.0%) + '/r/technology/comments/144k3q/windows_employees_go...': 1 (0.0%) + '/r/NolibsWatch/comments/144k3p/a_third_collection_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,735,743/2,735,743 (100.0%) +Types: dict:2,735,743 +Null/Empty: empty_obj:2,735,706 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,735,743 +Null/Empty: null:2,735,743 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,735,743/2,735,743 (100.0%) +Types: int:2,735,743 +Numeric values: 2,735,743 total +Numeric range: min:0, max:17,513, avg:30.9 +Numeric std dev: 171.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,498,385, dict:237,358 +Null/Empty: null:2,498,385 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,735,743 +Booleans: true:0 (0.0%), false:2,735,743 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,735,743 +Booleans: true:173,168 (6.3%), false:2,562,575 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,735,743/2,735,743 (100.0%) +Types: dict:2,735,743 +Null/Empty: empty_obj:2,498,385 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,735,743 +Booleans: true:902,415 (33.0%), false:1,833,328 (67.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,735,743/2,735,743 (100.0%) +Types: bool:2,625,887, int:109,856 +Booleans: true:0 (0.0%), false:2,625,887 (100.0%) +Numeric values: 109,856 total +Numeric range: min:1,354,320,191, max:1,413,248,913, avg:1355943860.1 +Numeric std dev: 2665275.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '144k3t': 1 (0.0%) + '144k3s': 1 (0.0%) + '144k3r': 1 (0.0%) + '144k3q': 1 (0.0%) + '144k3p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,735,743/2,735,743 (100.0%) +Types: str:2,735,743 +String length avg: 20.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,288 (0.0%) + 'self': 683 (0.0%) + 'nsfw': 167 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 6 (0.0%) + 'http://f.thumbs.redditmedia.com/KAjSoz6VRvqfnmAS.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,735,743/2,735,743 (100.0%) +Types: NoneType:2,735,706, dict:37 +Null/Empty: null:2,735,706 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,734,155/2,735,743 (99.9%) +Types: str:2,734,155 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 489 (0.0%) + 'PoliticBot': 23 (0.0%) + 'Influx07': 9 (0.0%) + 'ModerationLog': 5 (0.0%) + 'sakyamuni_lotus777': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,588/2,735,743 (0.1%) +Types: bool:1,588 +Booleans: true:1,588 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2013.txt b/analysis/original_schema_analysis/submissions/analysis_report_2013.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a1c57ba3c38d5c90b80bb86111d7bb71a198aaf --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2013.txt @@ -0,0 +1,4336 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2013 +Analysis Started: 2026-01-15 07:11:24 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2013-01.jsonl +Analysis Time: 2026-01-15 07:13:59 +================================================================================ +Total lines: 3,134,862 +Processed lines: 3,134,862 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,134,862/3,134,862 (100.0%) +Types: list:3,134,862 +Null/Empty: empty_arr:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 602 (0.0%) + 'imgur.com': 491 (0.0%) + 'youtube.com': 311 (0.0%) + 'self.AskReddit': 158 (0.0%) + 'qkme.me': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:0, max:8,660, avg:29.5 +Numeric std dev: 158.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,134,856 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,228,532, str:906,330 +Null/Empty: null:2,228,532 +String length avg: 774.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 153 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,134,862/3,134,862 (100.0%) +Types: list:3,134,862 +Null/Empty: empty_arr:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:-1, max:30,685, avg:9.0 +Numeric std dev: 100.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:1,413,141,009, max:1,413,242,531, avg:1413191928.3 +Numeric std dev: 28812.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 63.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.suntimes.com/business/17321311-420/2012...': 3 (0.0%) + 'http://www.crunchyroll.com/anime-news/2013/01/01/f...': 3 (0.0%) + 'http://i.imgur.com/bw8Kk.jpg': 3 (0.0%) + 'http://imgur.com/0cx5R': 3 (0.0%) + 'http://i.imgur.com/XZDSz.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 180 (0.0%) + 't5_2qh1i': 131 (0.0%) + 't5_2s7tt': 113 (0.0%) + 't5_2qh0u': 101 (0.0%) + 't5_2qh1u': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:1,356,998,400, max:1,359,676,799, avg:1358366079.6 +Numeric std dev: 767696.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,134,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,714,235, str:420,627 +Null/Empty: null:2,714,235, empty_str:68,560 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 294 (0.1%) + 'default': 108 (0.0%) + 'Camera': 36 (0.0%) + 'year1': 27 (0.0%) + 'squeal': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +Null/Empty: empty_str:2,330,775 +String length avg: 624.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Which character do you want to be introduced into ...': 2 (0.0%) + 'http://waltherpragerandphilosophy.blogspot.com/201...': 2 (0.0%) + 'Much more specifically, whenever I go in the same ...': 2 (0.0%) + 'Hello, I'm Roon, and I live near Denver, Colorado ...': 2 (0.0%) + 'selling at very fair price. the catch? i trust no ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,994,900, str:139,962 +Null/Empty: null:2,994,900, empty_str:13,171 +String length avg: 5.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 15,569 (12.3%) + 'solvedcase': 1,426 (1.1%) + 'normal': 835 (0.7%) + 'charted': 773 (0.6%) + 'bio': 502 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,707,729, str:427,133 +Null/Empty: null:2,707,729, empty_str:110,237 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 215 (0.1%) + 'master of ham': 16 (0.0%) + 'Town Drunk': 15 (0.0%) + 'Just a Simple Guy': 10 (0.0%) + 'Spotify': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 180 (0.0%) + 'AskReddit': 131 (0.0%) + 'AdviceAnimals': 113 (0.0%) + 'pics': 101 (0.0%) + 'Music': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,134,862 +Null/Empty: null:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +Null/Empty: empty_str:1 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Stoner kitty!': 3 (0.0%) + '2012 Chicago gas prices set record as worst ever -...': 3 (0.0%) + 'Fan Sculpts Every "Mega Man" Robot Master Out of C...': 3 (0.0%) + 'Daniela Sudau': 3 (0.0%) + 'In the pool': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,128,494, str:6,368 +Null/Empty: null:3,128,494 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 6,349 (99.7%) + 'admin': 15 (0.2%) + 'special': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,999,745, str:135,117 +Null/Empty: null:2,999,745, empty_str:3,009 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Solved': 167 (0.1%) + 'Biology': 34 (0.0%) + 'Physics': 29 (0.0%) + 'charted': 27 (0.0%) + 'worldnews|Datum': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 21.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 3,790 (0.1%) + 'self': 1,301 (0.0%) + 'nsfw': 379 (0.0%) + 'http://b.thumbs.redditmedia.com/1bb7bb3rtXy2cozg.j...': 17 (0.0%) + 'http://f.thumbs.redditmedia.com/MZuLWqeikD6RESSw.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,134,819, dict:43 +Null/Empty: null:3,134,819 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,134,862/3,134,862 (100.0%) +Types: int:3,134,862 +Numeric values: 3,134,862 total +Numeric range: min:0, max:8,660, avg:29.5 +Numeric std dev: 158.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:2,848,585, dict:286,277 +Null/Empty: null:2,848,585 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,134,862/3,134,862 (100.0%) +Types: NoneType:3,134,862 +Null/Empty: null:3,134,862 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,134,862/3,134,862 (100.0%) +Types: dict:3,134,862 +Null/Empty: empty_obj:3,134,819 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,134,862/3,134,862 (100.0%) +Types: dict:3,134,862 +Null/Empty: empty_obj:2,848,585 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,134,862 +Booleans: true:188,915 (6.0%), false:2,945,947 (94.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,134,862 +Booleans: true:0 (0.0%), false:3,134,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SNSD/comments/15sn7m/when_i_see_yuri_at_the_top...': 1 (0.0%) + '/r/AdviceAnimals/comments/15sn7l/evil_bear_is_evil...': 1 (0.0%) + '/r/logophilia/comments/15sn7k/wont_customary_pract...': 1 (0.0%) + '/r/experimentalmusic/comments/15sn7j/my_first_nois...': 1 (0.0%) + '/r/tf2trade/comments/15sn7i/h_crap_ton_of_team_spi...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,134,862/3,134,862 (100.0%) +Types: str:3,134,862 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15sn7m': 1 (0.0%) + '15sn7l': 1 (0.0%) + '15sn7k': 1 (0.0%) + '15sn7j': 1 (0.0%) + '15sn7i': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,011,476, int:123,386 +Booleans: true:0 (0.0%), false:3,011,476 (100.0%) +Numeric values: 123,386 total +Numeric range: min:1,356,998,676, max:1,413,061,969, avg:1358642594.6 +Numeric std dev: 2627787.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,134,862/3,134,862 (100.0%) +Types: bool:3,134,862 +Booleans: true:1,002,537 (32.0%), false:2,132,325 (68.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,133,134/3,134,862 (99.9%) +Types: str:3,133,134 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 545 (0.0%) + 'PoliticBot': 33 (0.0%) + 'ChrisDK': 14 (0.0%) + 'f7u12_hampton': 14 (0.0%) + 'musicman19': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,728/3,134,862 (0.1%) +Types: bool:1,728 +Booleans: true:1,728 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-02.jsonl +Analysis Time: 2026-01-15 07:16:23 +================================================================================ +Total lines: 2,886,631 +Processed lines: 2,886,631 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,886,621, dict:10 +Null/Empty: null:2,886,621 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,147 (0.0%) + 'self': 628 (0.0%) + 'nsfw': 140 (0.0%) + 'http://f.thumbs.redditmedia.com/-wgLRNHxTRTAsCfM.j...': 3 (0.0%) + 'http://d.thumbs.redditmedia.com/PKfSDpE4ZeFmnHnE.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 65.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/funny/comments/17q59g/a_slightly_different_airl...': 1 (0.0%) + '/r/trees/comments/17q59f/my_frients_amazing_art_he...': 1 (0.0%) + '/r/wicked_edge/comments/17q59e/gents_a_little_help...': 1 (0.0%) + '/r/Watches/comments/17q59d/i_am_hoping_you_guys_ca...': 1 (0.0%) + '/r/POLITIC/comments/17q59c/is_there_truly_hope_for...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,886,631 +Booleans: true:174,923 (6.1%), false:2,711,708 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,886,631 +Booleans: true:0 (0.0%), false:2,886,631 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 2,886,631/2,886,631 (100.0%) +Types: dict:2,886,631 +Null/Empty: empty_obj:2,601,545 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 2,886,631/2,886,631 (100.0%) +Types: dict:2,886,631 +Null/Empty: empty_obj:2,886,621 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:0, max:8,442, avg:30.0 +Numeric std dev: 161.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,601,545, dict:285,086 +Null/Empty: null:2,601,545 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,886,614, list:17 +Null/Empty: null:2,886,614, empty_arr:17 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,772,507, int:114,124 +Booleans: true:0 (0.0%), false:2,772,507 (100.0%) +Numeric values: 114,124 total +Numeric range: min:1,359,677,177, max:1,412,995,481, avg:1361173973.7 +Numeric std dev: 2307993.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 2,886,631/2,886,631 (100.0%) +Types: bool:2,886,631 +Booleans: true:933,001 (32.3%), false:1,953,630 (67.7%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '17q59g': 1 (0.0%) + '17q59f': 1 (0.0%) + '17q59e': 1 (0.0%) + '17q59d': 1 (0.0%) + '17q59c': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:0, max:8,442, avg:30.0 +Numeric std dev: 161.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 2,886,621 (100.0%) + 1: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,043,899, str:842,732 +Null/Empty: null:2,043,899 +String length avg: 782.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 111 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 483 (0.0%) + 'imgur.com': 459 (0.0%) + 'youtube.com': 261 (0.0%) + 'self.AskReddit': 119 (0.0%) + 'qkme.me': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 2,886,631/2,886,631 (100.0%) +Types: list:2,886,631 +Null/Empty: empty_arr:2,886,631 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:-1, max:27,987, avg:8.8 +Numeric std dev: 88.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 2,886,631/2,886,631 (100.0%) +Types: list:2,886,631 +Null/Empty: empty_arr:2,886,631 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +Null/Empty: empty_str:2,134,547 +String length avg: 625.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'add me': 2 (0.0%) + '**Na**•**ked Par**•**ty**, *def*: A house party in...': 2 (0.0%) + 'a': 2 (0.0%) + '.': 2 (0.0%) + 'Tried outpost and didn't get too many bites, thoug...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,491,207, str:395,424 +Null/Empty: null:2,491,207, empty_str:72,191 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 300 (0.1%) + 'default': 55 (0.0%) + 'clg': 21 (0.0%) + 'botflair': 16 (0.0%) + 'treesblunt': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 2,886,631 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:1,359,676,801, max:1,362,095,999, avg:1360897531.3 +Numeric std dev: 698293.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2s7tt': 180 (0.0%) + 't5_2qh33': 176 (0.0%) + 't5_2qh1i': 97 (0.0%) + 't5_2qh0u': 96 (0.0%) + 't5_2rfxx': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/r/conspiracy/comments/17q58q...': 2 (0.0%) + 'http://www.eurogamer.net/articles/2013-02-01-froze...': 2 (0.0%) + 'http://i.imgur.com/qJXXJHb.jpg': 2 (0.0%) + 'http://pastebin.com/n1iXPvTD': 2 (0.0%) + 'http://imgur.com/iJUztZy': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 2,886,631/2,886,631 (100.0%) +Types: int:2,886,631 +Numeric values: 2,886,631 total +Numeric range: min:1,413,025,864, max:1,413,141,009, avg:1413077521.0 +Numeric std dev: 34658.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,750,249, str:136,382 +Null/Empty: null:2,750,249, empty_str:3,959 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 115 (0.1%) + 'Solved': 60 (0.0%) + '[Stream]': 22 (0.0%) + '[PSB]': 21 (0.0%) + 'Identified': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,880,507, str:6,124 +Null/Empty: null:2,880,507 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 6,094 (99.5%) + 'admin': 25 (0.4%) + 'special': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,886,630, str:1 +Null/Empty: null:2,886,630 +String length avg: 13.0 +Unique strings tracked: 1 +String values distribution: + 'NorthboundFox': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'harryredknapp': 3 (0.0%) + 'Is there truly hope for we Americans? It's been fa...': 2 (0.0%) + 'Occupy Oakland TAC and #FTP are going out in the s...': 2 (0.0%) + 'An email for an event sent out from my university....': 2 (0.0%) + 'Twitter Stock Market Hoax Draws Attention Of Regul...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 2,886,631/2,886,631 (100.0%) +Types: str:2,886,631 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AdviceAnimals': 180 (0.0%) + 'funny': 176 (0.0%) + 'AskReddit': 97 (0.0%) + 'pics': 96 (0.0%) + 'leagueoflegends': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,484,943, str:401,688 +Null/Empty: null:2,484,943, empty_str:102,713 +String length avg: 21.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 257 (0.1%) + 'the atheism bot': 15 (0.0%) + 'master of ham': 9 (0.0%) + 'Zerg': 6 (0.0%) + 'PC': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 2,886,631/2,886,631 (100.0%) +Types: NoneType:2,735,674, str:150,957 +Null/Empty: null:2,735,674, empty_str:12,818 +String length avg: 5.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 11,770 (8.5%) + 'pc': 2,403 (1.7%) + 'normal': 1,779 (1.3%) + 'solvedcase': 864 (0.6%) + 'quality': 587 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 2,885,152/2,886,631 (99.9%) +Types: str:2,885,152 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 443 (0.0%) + 'PoliticBot': 29 (0.0%) + 'Killzo247': 6 (0.0%) + 'shallah': 5 (0.0%) + 'davidreiss666': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,479/2,886,631 (0.1%) +Types: bool:1,479 +Booleans: true:1,479 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-03.jsonl +Analysis Time: 2026-01-15 07:19:01 +================================================================================ +Total lines: 3,201,525 +Processed lines: 3,201,525 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 128 (0.0%) + 'AdviceAnimals': 108 (0.0%) + 'pics': 99 (0.0%) + 'AskReddit': 94 (0.0%) + 'leagueoflegends': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:0, max:10,065, avg:30.5 +Numeric std dev: 164.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,201,525/3,201,525 (100.0%) +Types: dict:3,201,525 +Null/Empty: empty_obj:3,201,520 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,753,800, str:447,725 +Null/Empty: null:2,753,800, empty_str:77,553 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 311 (0.1%) + 'default': 68 (0.0%) + 'treesblunt': 18 (0.0%) + 'points ': 17 (0.0%) + 'rblflg': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://antiwar.com/blog/2013/02/28/aipac-lobbyists...': 4 (0.0%) + 'http://www.mirror.co.uk/sport/football/news/qpr-pl...': 3 (0.0%) + 'http://news.investors.com/economy/030113-646308-am...': 3 (0.0%) + 'http://www.nytimes.com/2013/03/02/opinion/blocking...': 3 (0.0%) + 'http://www.informationweek.com/security/attacks/an...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:1,362,096,000, max:1,364,774,399, avg:1363437057.6 +Numeric std dev: 768400.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,201,525 +Null/Empty: null:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,201,525 +Booleans: true:189,722 (5.9%), false:3,011,803 (94.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,201,519 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:-1, max:25,966, avg:8.9 +Numeric std dev: 88.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,201,525/3,201,525 (100.0%) +Types: dict:3,201,525 +Null/Empty: empty_obj:2,893,097 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 128 (0.0%) + 't5_2s7tt': 108 (0.0%) + 't5_2qh0u': 99 (0.0%) + 't5_2qh1i': 94 (0.0%) + 't5_2rfxx': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 66.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/yiff/comments/19ht5t/a_reversal_mm_by_ostentati...': 1 (0.0%) + '/r/Eve/comments/19ht5s/noob_protip_dont_be_an_idio...': 1 (0.0%) + '/r/Porsche/comments/19ht5r/key_cut_from_vin_doesnt...': 1 (0.0%) + '/r/summonerschool/comments/19ht5q/hey_does_new_pla...': 1 (0.0%) + '/r/sloths/comments/19ht5p/supercilious_sloth/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +Null/Empty: empty_str:2,340,094 +String length avg: 627.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Foo': 5 (0.0%) + '**Contest Closed** + +----------------------- + +**Gam...': 4 (0.0%) + 'http://steamcommunity.com/profiles/765611980653403...': 2 (0.0%) + 'I made my first item and skillbuild guide, constru...': 2 (0.0%) + 'I'm usually computer savvy with the help of google...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,016,504, str:185,021 +Null/Empty: null:3,016,504, empty_str:15,678 +String length avg: 5.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 10,416 (6.2%) + 'normal': 2,151 (1.3%) + 'pc': 1,907 (1.1%) + 'solvedcase': 720 (0.4%) + 'baby': 553 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,239,194, str:962,331 +Null/Empty: null:2,239,194 +String length avg: 787.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 143 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,201,525 +Booleans: true:1,079,042 (33.7%), false:2,122,483 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,109 (0.0%) + 'self': 656 (0.0%) + 'nsfw': 167 (0.0%) + 'http://b.thumbs.redditmedia.com/uh79EfdWyBRR3Irg.j...': 4 (0.0%) + 'http://f.thumbs.redditmedia.com/WCkXnjHLsmXlKZOq.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,201,525/3,201,525 (100.0%) +Types: list:3,201,525 +Null/Empty: empty_arr:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,035,784, str:165,741 +Null/Empty: null:3,035,784, empty_str:6,312 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 140 (0.1%) + 'Solved': 44 (0.0%) + '[PSB]': 30 (0.0%) + 'news|captain_craptain': 23 (0.0%) + 'Already submitted': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,201,525 +Null/Empty: null:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 506 (0.0%) + 'imgur.com': 343 (0.0%) + 'youtube.com': 237 (0.0%) + 'self.AskReddit': 106 (0.0%) + 'qkme.me': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,201,525/3,201,525 (100.0%) +Types: list:3,201,525 +Null/Empty: empty_arr:3,201,525 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,201,525 +Booleans: true:0 (0.0%), false:3,201,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,201,525/3,201,525 (100.0%) +Types: bool:3,074,848, int:126,677 +Booleans: true:0 (0.0%), false:3,074,848 (100.0%) +Numeric values: 126,677 total +Numeric range: min:1,362,096,246, max:1,412,944,168, avg:1363698939.7 +Numeric std dev: 2306314.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:1,412,925,483, max:1,413,025,864, avg:1412975501.1 +Numeric std dev: 29163.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,744,322, str:457,203 +Null/Empty: null:2,744,322, empty_str:117,545 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 245 (0.1%) + 'foobar': 12 (0.0%) + 'the atheism bot': 9 (0.0%) + 'PC': 8 (0.0%) + 'http://amzn.com/w/YSFEUOHG97VA': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,201,520, dict:5 +Null/Empty: null:3,201,520 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Numeric range: min:0, max:10,065, avg:30.5 +Numeric std dev: 164.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,201,525/3,201,525 (100.0%) +Types: int:3,201,525 +Numeric values: 3,201,525 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,201,525 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AIPAC: US aid to Israel is untouchable. + +': 4 (0.0%) + 'Americans Paid Record Amount In Taxes In January: ...': 3 (0.0%) + 'NY Times: Blocking Medicine to Iran + +': 3 (0.0%) + 'Why Yahoo! CEO Marissa Mayer's Approach to Work-li...': 3 (0.0%) + 'Illinois Bill To Outlaw Online Anonymity Dropped B...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:3,194,426, str:7,099 +Null/Empty: null:3,194,426 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,075 (99.7%) + 'admin': 20 (0.3%) + 'special': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,201,525/3,201,525 (100.0%) +Types: NoneType:2,893,097, dict:308,428 +Null/Empty: null:2,893,097 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,201,525/3,201,525 (100.0%) +Types: str:3,201,525 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '19ht5t': 1 (0.0%) + '19ht5s': 1 (0.0%) + '19ht5r': 1 (0.0%) + '19ht5q': 1 (0.0%) + '19ht5p': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,199,515/3,201,525 (99.9%) +Types: str:3,199,515 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 465 (0.0%) + 'PoliticBot': 31 (0.0%) + 'ruskeeblue': 8 (0.0%) + 'ModerationLog': 5 (0.0%) + 'PyAPITestUser2': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,010/3,201,525 (0.1%) +Types: bool:2,010 +Booleans: true:2,010 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-04.jsonl +Analysis Time: 2026-01-15 07:21:51 +================================================================================ +Total lines: 3,376,188 +Processed lines: 3,376,188 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,376,188 +Null/Empty: null:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:1,364,774,400, max:1,367,366,399, avg:1366052707.2 +Numeric std dev: 758443.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 64.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.theglobeandmail.com/news/politics/infor...': 4 (0.0%) + 'http://imgur.com/mTMh6VA': 3 (0.0%) + 'https://www.youtube.com/watch?v=H1Cz0LHW6OM': 2 (0.0%) + 'http://www.reuters.com/article/2013/03/31/us-kenya...': 2 (0.0%) + 'http://i.imgur.com/7tIBy4G.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,376,188/3,376,188 (100.0%) +Types: dict:3,376,188 +Null/Empty: empty_obj:3,069,841 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:-1, max:21,902, avg:9.2 +Numeric std dev: 92.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,376,182 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,376,188 +Booleans: true:186,426 (5.5%), false:3,189,762 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 66.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/orangered/comments/1bh4lj/for_our_motherland/': 1 (0.0%) + '/r/naughtyfromneglect/comments/1bh4li/34m4w_lookin...': 1 (0.0%) + '/r/circlejerk/comments/1bh4lh/my_ears_are_freezing...': 1 (0.0%) + '/r/trees/comments/1bh4lg/my_friend_after_26_hours_...': 1 (0.0%) + '/r/mexico/comments/1bh4lf/suspenden_de_manera_temp...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 505 (0.0%) + 't5_2v06p': 479 (0.0%) + 't5_2s7tt': 470 (0.0%) + 't5_2qltw': 373 (0.0%) + 't5_2qh0u': 209 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,169,173, str:207,015 +Null/Empty: null:3,169,173, empty_str:18,617 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 8,917 (4.7%) + 'normal': 1,889 (1.0%) + 'pc': 1,611 (0.9%) + 'solvedcase': 559 (0.3%) + 'linkflair thanks': 435 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +Null/Empty: empty_str:2,461,169 +String length avg: 620.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'My name is T. I'm a big fan of mathematics and mar...': 5 (0.0%) + 'Periwinkle rules.': 5 (0.0%) + '[](/dwyes) Its time once again for the Monday Doct...': 4 (0.0%) + 'Holy Moly Macaroni, ya'll!! + + +I don't know how thi...': 4 (0.0%) + 'As with my post before since our Arrow is always d...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:0, max:10,192, avg:30.6 +Numeric std dev: 167.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,376,188/3,376,188 (100.0%) +Types: dict:3,376,188 +Null/Empty: empty_obj:3,376,175 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 505 (0.0%) + 'periwinkle': 479 (0.0%) + 'AdviceAnimals': 470 (0.0%) + 'orangered': 373 (0.0%) + 'pics': 209 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:2,890,984, str:485,204 +Null/Empty: null:2,890,984, empty_str:81,504 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 223 (0.1%) + 'default': 46 (0.0%) + 'top': 33 (0.0%) + 'jake': 28 (0.0%) + 'viking': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:0, max:10,192, avg:30.6 +Numeric std dev: 167.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,376,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,376,175, dict:13 +Null/Empty: null:3,376,175 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1bh4lj': 1 (0.0%) + '1bh4li': 1 (0.0%) + '1bh4lh': 1 (0.0%) + '1bh4lg': 1 (0.0%) + '1bh4lf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,069,841, dict:306,347 +Null/Empty: null:3,069,841 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,368,524, str:7,664 +Null/Empty: null:3,368,524 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,628 (99.5%) + 'admin': 34 (0.4%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Doctor Who Makeup Madness Monday Stream': 4 (0.0%) + 'Reddit today': 3 (0.0%) + 'ORANGERED ISN'T EVEN A REAL COLOR! DESTROY THESE I...': 3 (0.0%) + 'Information watchdog to investigate ‘muzzling’ of ...': 3 (0.0%) + 'Samurai X: Trust & Betrayal (1999)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,376,188/3,376,188 (100.0%) +Types: list:3,376,188 +Null/Empty: empty_arr:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,376,188 +Booleans: true:1,137,322 (33.7%), false:2,238,866 (66.3%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:2,355,720, str:1,020,468 +Null/Empty: null:2,355,720 +String length avg: 782.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 124 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 947 (0.0%) + 'self': 548 (0.0%) + 'nsfw': 108 (0.0%) + 'http://c.thumbs.redditmedia.com/RnsC8lQ-WkeMINkD.j...': 3 (0.0%) + 'http://c.thumbs.redditmedia.com/90dh54jonQpDM_wJ.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,186,724, str:189,464 +Null/Empty: null:3,186,724, empty_str:5,516 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 159 (0.1%) + 'Show Spoiler': 70 (0.0%) + 'Solved': 61 (0.0%) + '[Question]': 48 (0.0%) + 'Thanks': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:3,376,188 +Null/Empty: null:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,376,188 +Booleans: true:0 (0.0%), false:3,376,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,376,188/3,376,188 (100.0%) +Types: list:3,376,188 +Null/Empty: empty_arr:3,376,188 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,376,188/3,376,188 (100.0%) +Types: str:3,376,188 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 844 (0.0%) + 'imgur.com': 612 (0.0%) + 'self.periwinkle': 290 (0.0%) + 'qkme.me': 263 (0.0%) + 'youtube.com': 250 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,376,188/3,376,188 (100.0%) +Types: NoneType:2,880,281, str:495,907 +Null/Empty: null:2,880,281, empty_str:130,868 +String length avg: 21.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 206 (0.1%) + 'the atheism bot': 20 (0.0%) + 'Hmm, I wonder what the max number of characters ar...': 12 (0.0%) + 'Ninja Pirate ARRRRRG': 6 (0.0%) + 'verified': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,376,188/3,376,188 (100.0%) +Types: int:3,376,188 +Numeric values: 3,376,188 total +Numeric range: min:1,412,687,916, max:1,412,925,483, avg:1412801669.3 +Numeric std dev: 77577.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,376,188/3,376,188 (100.0%) +Types: bool:3,243,232, int:132,956 +Booleans: true:0 (0.0%), false:3,243,232 (100.0%) +Numeric values: 132,956 total +Numeric range: min:1,364,774,935, max:1,412,680,368, avg:1366335367.0 +Numeric std dev: 2313352.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,374,325/3,376,188 (99.9%) +Types: str:3,374,325 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 448 (0.0%) + 'PoliticBot': 12 (0.0%) + 'golazo_100': 5 (0.0%) + 'Jigglypudd': 4 (0.0%) + 'shellbullet17': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,863/3,376,188 (0.1%) +Types: bool:1,863 +Booleans: true:1,863 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-05.jsonl +Analysis Time: 2026-01-15 07:24:36 +================================================================================ +Total lines: 3,261,976 +Processed lines: 3,261,976 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,125,645, int:136,331 +Booleans: true:0 (0.0%), false:3,125,645 (100.0%) +Numeric values: 136,331 total +Numeric range: min:1,367,366,753, max:1,412,068,391, avg:1368976770.4 +Numeric std dev: 2182178.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 55.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Spyware used by governments poses as Firefox, and ...': 4 (0.0%) + 'Everyone, meet Nutmeg!': 3 (0.0%) + ''Devout Christian' Army Officer and His Wife Charg...': 2 (0.0%) + 'More feminist propaganda posted in my dorm.': 2 (0.0%) + '16-Year-Old Girl Arrested and Charged With a Felon...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 20.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,069 (0.0%) + 'self': 755 (0.0%) + 'nsfw': 112 (0.0%) + 'http://b.thumbs.redditmedia.com/7Sr9GWwGhHWWMqOU.j...': 5 (0.0%) + 'http://d.thumbs.redditmedia.com/CN6vQhA_D8caJ5lW.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:1,412,290,628, max:1,412,687,916, avg:1412443264.0 +Numeric std dev: 161389.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,261,976/3,261,976 (100.0%) +Types: list:3,261,976 +Null/Empty: empty_arr:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,241,221, str:1,020,755 +Null/Empty: null:2,241,221 +String length avg: 793.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 80 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,054,250, str:207,726 +Null/Empty: null:3,054,250, empty_str:18,119 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 7,246 (3.8%) + 'normal': 1,549 (0.8%) + 'pc': 1,303 (0.7%) + 'solvedcase': 508 (0.3%) + 'linkflair thanks': 413 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,261,976 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,261,976 +Booleans: true:190,436 (5.8%), false:3,071,540 (94.2%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,261,957, dict:19 +Null/Empty: null:3,261,957 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 65.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/tb/1dho1l': 3 (0.0%) + 'http://imgur.com/74EttP7': 3 (0.0%) + 'http://www.alternet.org/civil-liberties/16-year-ol...': 3 (0.0%) + 'http://crooksandliars.com/blue-texan/devout-christ...': 2 (0.0%) + 'http://imgur.com/an2IDFD': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,780,941, str:481,035 +Null/Empty: null:2,780,941, empty_str:84,290 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 235 (0.1%) + 'default': 37 (0.0%) + 'us': 14 (0.0%) + 'Camera': 14 (0.0%) + 'year1': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,964,362, dict:297,614 +Null/Empty: null:2,964,362 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 111 (0.0%) + 'funny': 106 (0.0%) + 'AdviceAnimals': 106 (0.0%) + 'pics': 86 (0.0%) + 'videos': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,261,976/3,261,976 (100.0%) +Types: list:3,261,976 +Null/Empty: empty_arr:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 439 (0.0%) + 'imgur.com': 312 (0.0%) + 'youtube.com': 239 (0.0%) + 'self.AskReddit': 122 (0.0%) + 'qkme.me': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:1,367,366,401, max:1,370,044,799, avg:1368703984.3 +Numeric std dev: 775709.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,261,976 +Booleans: true:0 (0.0%), false:3,261,976 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,261,976/3,261,976 (100.0%) +Types: dict:3,261,976 +Null/Empty: empty_obj:3,261,957 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,261,976/3,261,976 (100.0%) +Types: dict:3,261,976 +Null/Empty: empty_obj:2,964,362 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:0, max:7,831, avg:31.3 +Numeric std dev: 167.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,254,674, str:7,302 +Null/Empty: null:3,254,674 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,274 (99.6%) + 'admin': 25 (0.3%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +Null/Empty: empty_str:2,346,294 +String length avg: 628.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Well, at this point I don't know what to think. My...': 2 (0.0%) + 'Between work, wife, and kids, I need some relief. ...': 2 (0.0%) + '.': 2 (0.0%) + 'Looking for someone to sublease a one bedroom in t...': 2 (0.0%) + 'I've yet to find a side-scrolling shooter with gam...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:-1, max:22,457, avg:9.5 +Numeric std dev: 90.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,261,976 +Null/Empty: null:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:0, max:7,831, avg:31.3 +Numeric std dev: 167.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,261,976 +Null/Empty: null:3,261,976 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1dimi8': 1 (0.0%) + '1dimi7': 1 (0.0%) + '1dimi6': 1 (0.0%) + '1dimi5': 1 (0.0%) + '1dimi4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,261,976/3,261,976 (100.0%) +Types: int:3,261,976 +Numeric values: 3,261,976 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,261,965 (100.0%) + 1: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,261,976/3,261,976 (100.0%) +Types: bool:3,261,976 +Booleans: true:1,141,617 (35.0%), false:2,120,359 (65.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 111 (0.0%) + 't5_2qh33': 106 (0.0%) + 't5_2s7tt': 106 (0.0%) + 't5_2qh0u': 86 (0.0%) + 't5_2qh1e': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:3,072,992, str:188,984 +Null/Empty: null:3,072,992, empty_str:5,299 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 109 (0.1%) + 'Solved': 73 (0.0%) + 'thanks': 53 (0.0%) + 'gifted': 34 (0.0%) + 'discussion': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,261,976/3,261,976 (100.0%) +Types: str:3,261,976 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Documentaries/comments/1dimi8/honor_flight_offi...': 1 (0.0%) + '/r/leagueoflegends/comments/1dimi7/lisharkdra/': 1 (0.0%) + '/r/nosleep/comments/1dimi6/bloodlust/': 1 (0.0%) + '/r/woahdude/comments/1dimi5/i_cant_tell_if_this_is...': 1 (0.0%) + '/r/starcraft/comments/1dimi4/tome116_losing_games_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,261,976/3,261,976 (100.0%) +Types: NoneType:2,771,206, str:490,770 +Null/Empty: null:2,771,206, empty_str:124,984 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 176 (0.0%) + 'Alright, alright, alright': 7 (0.0%) + 'the atheism bot': 7 (0.0%) + 'Reagan Conservative': 5 (0.0%) + 'Reagan conservative': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,260,188/3,261,976 (99.9%) +Types: str:3,260,188 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 451 (0.0%) + 'funnymanisi': 31 (0.0%) + 'PoliticBot': 23 (0.0%) + 'ferndaleacidscene': 6 (0.0%) + 'ModerationLog': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,788/3,261,976 (0.1%) +Types: bool:1,788 +Booleans: true:1,788 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-06.jsonl +Analysis Time: 2026-01-15 07:27:19 +================================================================================ +Total lines: 3,189,490 +Processed lines: 3,189,490 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,189,490 +Booleans: true:0 (0.0%), false:3,189,490 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,698,869, str:490,621 +Null/Empty: null:2,698,869, empty_str:119,300 +String length avg: 21.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 197 (0.1%) + 'Mod': 10 (0.0%) + 'Killed by a gun nut': 9 (0.0%) + 'PC': 7 (0.0%) + 'http://media-cache-ak0.pinimg.com/550x/78/fa/d2/78...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,984,498, str:204,992 +Null/Empty: null:2,984,498, empty_str:4,670 +String length avg: 12.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 205 (0.1%) + 'Solved': 72 (0.0%) + 'thanks': 52 (0.0%) + 'discussion': 30 (0.0%) + '[Question]': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,182,408, str:7,082 +Null/Empty: null:3,182,408 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,057 (99.6%) + 'admin': 23 (0.3%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:-1, max:24,006, avg:9.6 +Numeric std dev: 98.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,189,490/3,189,490 (100.0%) +Types: list:3,189,490 +Null/Empty: empty_arr:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,971,802, str:217,688 +Null/Empty: null:2,971,802, empty_str:23,615 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 4,686 (2.4%) + 'pc': 1,165 (0.6%) + 'normal': 873 (0.4%) + 'solvedcase': 367 (0.2%) + 'req': 278 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,708,375, str:481,115 +Null/Empty: null:2,708,375, empty_str:81,566 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 226 (0.1%) + 'Camera': 25 (0.0%) + 'default': 24 (0.0%) + 'tsm': 16 (0.0%) + 'blue': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:1,370,044,801, max:1,372,636,798, avg:1371335911.7 +Numeric std dev: 739516.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:1,412,105,842, max:1,412,290,628, avg:1412208032.0 +Numeric std dev: 56795.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 580 (0.0%) + 'imgur.com': 395 (0.0%) + 'youtube.com': 286 (0.0%) + 'self.AskReddit': 134 (0.0%) + 'self.leagueoflegends': 41 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 66.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/oQDzxAL.jpg': 6 (0.0%) + 'http://www.youtube.com/watch?v=4fsSAPyHxJI': 5 (0.0%) + 'http://xhamster.com/movies/1960562/handjobs_in_pub...': 4 (0.0%) + 'http://imgur.com/a/uJkvf': 2 (0.0%) + 'http://www.pornsoldier.com/718/Hot_MILF_Enjoys_Lon...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,189,490 +Booleans: true:180,124 (5.6%), false:3,009,366 (94.4%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 101 (0.0%) + 'funny': 89 (0.0%) + 'pics': 68 (0.0%) + 'AdviceAnimals': 63 (0.0%) + 'aww': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,900,642, dict:288,848 +Null/Empty: null:2,900,642 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:0, max:18,697, avg:31.3 +Numeric std dev: 174.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,189,490 +Null/Empty: null:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,050,796, int:138,694 +Booleans: true:0 (0.0%), false:3,050,796 (100.0%) +Numeric values: 138,694 total +Numeric range: min:1,370,045,023, max:1,412,189,818, avg:1371582178.7 +Numeric std dev: 2054969.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,189,490/3,189,490 (100.0%) +Types: list:3,189,490 +Null/Empty: empty_arr:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +Null/Empty: empty_str:2,270,910 +String length avg: 645.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[Blue Pants Brewery](http://www.bluepantsbrew.com/...': 2 (0.0%) + 'I was previously waiting for the Haswell line to r...': 2 (0.0%) + 'leave your steam i'll add you': 2 (0.0%) + '.': 2 (0.0%) + 'I would say "well, it finally happened" but I'm on...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:2,155,963, str:1,033,527 +Null/Empty: null:2,155,963 +String length avg: 811.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 116 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1fhpiv': 1 (0.0%) + '1fhpiu': 1 (0.0%) + '1fhpit': 1 (0.0%) + '1fhpis': 1 (0.0%) + '1fhpir': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Locked down (X-post /r/legsup)': 5 (0.0%) + 'Cat-Friend vs Dog-Friend 2': 5 (0.0%) + 'Handjobs in public mega compilation': 4 (0.0%) + 'What My Cutie Mark is Telling Me: Literal Video Ve...': 2 (0.0%) + 'Hot MILF Enjoys Long Dick In Ass': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,189,490 +Null/Empty: null:3,189,490 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 20.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,121 (0.0%) + 'self': 801 (0.0%) + 'nsfw': 192 (0.0%) + 'http://d.thumbs.redditmedia.com/gLH4SNuhO1JpyLac.j...': 5 (0.0%) + 'http://a.thumbs.redditmedia.com/RtXRuTjTbQ2WDbyf.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,189,490/3,189,490 (100.0%) +Types: dict:3,189,490 +Null/Empty: empty_obj:3,189,459 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,189,490/3,189,490 (100.0%) +Types: NoneType:3,189,459, dict:31 +Null/Empty: null:3,189,459 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,189,484 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 101 (0.0%) + 't5_2qh33': 89 (0.0%) + 't5_2qh0u': 68 (0.0%) + 't5_2s7tt': 63 (0.0%) + 't5_2qh1o': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,189,490 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,189,490/3,189,490 (100.0%) +Types: int:3,189,490 +Numeric values: 3,189,490 total +Numeric range: min:0, max:18,697, avg:31.3 +Numeric std dev: 174.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,189,490/3,189,490 (100.0%) +Types: str:3,189,490 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/funny/comments/1fhpiv/the_perfect_bed_for_a_for...': 1 (0.0%) + '/r/AskReddit/comments/1fhpiu/whats_the_most_hilari...': 1 (0.0%) + '/r/Odysen/comments/1fhpit/sharing_networks_and_con...': 1 (0.0%) + '/r/BabyBumps/comments/1fhpis/i_didnt_think_people_...': 1 (0.0%) + '/r/dirtypenpals/comments/1fhpir/19f4m_daddy_dont_i...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,189,490/3,189,490 (100.0%) +Types: bool:3,189,490 +Booleans: true:1,150,495 (36.1%), false:2,038,995 (63.9%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,189,490/3,189,490 (100.0%) +Types: dict:3,189,490 +Null/Empty: empty_obj:2,900,642 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,188,019/3,189,490 (100.0%) +Types: str:3,188,019 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 432 (0.0%) + 'PoliticBot': 23 (0.0%) + 'fringebot5000': 16 (0.0%) + 'antdude': 8 (0.0%) + 'helloiamhere': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,471/3,189,490 (0.0%) +Types: bool:1,471 +Booleans: true:1,471 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-07.jsonl +Analysis Time: 2026-01-15 07:30:08 +================================================================================ +Total lines: 3,374,406 +Processed lines: 3,374,406 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/coins/comments/1hgn8e/the_coins_ive_found_at_wo...': 1 (0.0%) + '/r/funny/comments/1hgn8d/i_cant_figure_out_why_the...': 1 (0.0%) + '/r/videos/comments/1hgn8c/i_was_in_the_bathroom_an...': 1 (0.0%) + '/r/Contest/comments/1hgn8b/win_5000_from_skillshar...': 1 (0.0%) + '/r/TryingForABaby/comments/1hgn8a/yea_pretty_sure_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 98 (0.0%) + 'funny': 93 (0.0%) + 'AdviceAnimals': 87 (0.0%) + 'videos': 79 (0.0%) + 'pics': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:1,372,636,801, max:1,375,315,199, avg:1373988503.4 +Numeric std dev: 772886.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,374,406 +Null/Empty: null:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,374,406 +Booleans: true:1,242,326 (36.8%), false:2,132,080 (63.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 476 (0.0%) + 'imgur.com': 335 (0.0%) + 'youtube.com': 287 (0.0%) + 'self.AskReddit': 117 (0.0%) + 'reddit.com': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,374,395 (100.0%) + 1: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:-12, max:27,530, avg:9.7 +Numeric std dev: 100.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,374,387, dict:19 +Null/Empty: null:3,374,387 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,374,406 +Booleans: true:0 (0.0%), false:3,374,406 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 55.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Can America Survive Many More Years Of The Tea Par...': 6 (0.0%) + 'Xbox Live Games on Demand Ultimate Sale Day 1 - As...': 3 (0.0%) + 'Snowden, in new statement, accuses Obama of using ...': 3 (0.0%) + 'UN Experts Estimate Syrian Reconstruction at $80 B...': 3 (0.0%) + 'How Egypt’s Michele Bachmann Became President and ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,067,936, dict:306,470 +Null/Empty: null:3,067,936 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:1,411,983,442, max:1,412,105,842, avg:1412045923.6 +Numeric std dev: 35101.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,374,406 +Null/Empty: null:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,142,856, str:231,550 +Null/Empty: null:3,142,856, empty_str:27,187 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 4,720 (2.3%) + 'pc': 1,126 (0.6%) + 'solvedcase': 320 (0.2%) + 'linkflair thanks': 189 (0.1%) + 'req': 184 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,374,406/3,374,406 (100.0%) +Types: dict:3,374,406 +Null/Empty: empty_obj:3,374,387 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:2,855,151, str:519,255 +Null/Empty: null:2,855,151, empty_str:86,168 +String length avg: 7.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 302 (0.1%) + 'default': 28 (0.0%) + 'blue': 16 (0.0%) + 'Camera': 16 (0.0%) + 'us': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,374,406/3,374,406 (100.0%) +Types: dict:3,374,406 +Null/Empty: empty_obj:3,067,936 + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,374,406/3,374,406 (100.0%) +Types: list:3,374,406 +Null/Empty: empty_arr:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:0, max:7,142, avg:30.6 +Numeric std dev: 168.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 66.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://illuminate.newsvine.com/_news/2013/07/01/19...': 6 (0.0%) + 'http://www.washingtonpost.com/blogs/worldviews/wp/...': 4 (0.0%) + 'http://i.imgur.com/lvYNbr6.jpg': 3 (0.0%) + 'http://www.engadget.com/2013/07/01/xbox-one-to-let...': 3 (0.0%) + 'http://www.voanews.com/content/un-experts-estimate...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Numeric range: min:0, max:7,142, avg:30.6 +Numeric std dev: 168.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,374,406 +Booleans: true:206,725 (6.1%), false:3,167,681 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 20.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,178 (0.0%) + 'self': 673 (0.0%) + 'nsfw': 145 (0.0%) + 'http://c.thumbs.redditmedia.com/_Cy5HxASb6BTOdMb.j...': 6 (0.0%) + 'http://b.thumbs.redditmedia.com/mM5u0FxPYs5LWeZ1.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 98 (0.0%) + 't5_2qh33': 93 (0.0%) + 't5_2s7tt': 87 (0.0%) + 't5_2qh1e': 79 (0.0%) + 't5_2qh0u': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1hgn8e': 1 (0.0%) + '1hgn8d': 1 (0.0%) + '1hgn8c': 1 (0.0%) + '1hgn8b': 1 (0.0%) + '1hgn8a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,374,406/3,374,406 (100.0%) +Types: str:3,374,406 +Null/Empty: empty_str:2,375,380 +String length avg: 637.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The sale actually officially start today, July 2n...': 3 (0.0%) + 'I've been fretting over what I want to do after I ...': 2 (0.0%) + 'Windows 7 +P8p67 Pro Asus Motherboard / +AMD Radeo...': 1 (0.0%) + 'Every country in the world is riddled with controv...': 1 (0.0%) + 'My friends and I have just gotten into playing D&a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,148,886, str:225,520 +Null/Empty: null:3,148,886, empty_str:4,648 +String length avg: 12.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 177 (0.1%) + 'Solved': 50 (0.0%) + 'Thanks': 36 (0.0%) + 'Relationships': 26 (0.0%) + 'Discussion': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,374,406/3,374,406 (100.0%) +Types: bool:3,222,128, int:152,278 +Booleans: true:0 (0.0%), false:3,222,128 (100.0%) +Numeric values: 152,278 total +Numeric range: min:1,372,636,984, max:1,411,952,229, avg:1374211293.9 +Numeric std dev: 1894426.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,374,406/3,374,406 (100.0%) +Types: list:3,374,406 +Null/Empty: empty_arr:3,374,406 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:2,257,554, str:1,116,852 +Null/Empty: null:2,257,554 +String length avg: 808.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 138 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:3,366,978, str:7,428 +Null/Empty: null:3,366,978 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,386 (99.4%) + 'admin': 26 (0.4%) + 'special': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,374,406/3,374,406 (100.0%) +Types: int:3,374,406 +Numeric values: 3,374,406 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,374,406 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,374,406/3,374,406 (100.0%) +Types: NoneType:2,841,308, str:533,098 +Null/Empty: null:2,841,308, empty_str:128,999 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 250 (0.1%) + 'One voice of many': 8 (0.0%) + 'תורה עם דרך ארץ': 8 (0.0%) + 'glitter-spitter, sparkle-farter': 6 (0.0%) + 'Top Contributor!': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,372,590/3,374,406 (99.9%) +Types: str:3,372,590 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 409 (0.0%) + 'PoliticBot': 27 (0.0%) + 'rising_threads_bot': 20 (0.0%) + 'ModerationLog': 11 (0.0%) + 'pmarinel': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 1,816/3,374,406 (0.1%) +Types: bool:1,816 +Booleans: true:1,816 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-08.jsonl +Analysis Time: 2026-01-15 07:32:55 +================================================================================ +Total lines: 3,315,090 +Processed lines: 3,315,090 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 387 (0.0%) + 'imgur.com': 317 (0.0%) + 'youtube.com': 194 (0.0%) + 'self.AskReddit': 77 (0.0%) + 'self.leagueoflegends': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +Null/Empty: empty_str:2,299,993 +String length avg: 633.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'During weeks 4 and 11 I plan to have specific team...': 2 (0.0%) + 'I'm gonna be straight; I would love to meet someon...': 2 (0.0%) + '### The International 3 +##Hosted by Valve Corpora...': 2 (0.0%) + 'I'm not sure if I should post my issue in this sub...': 1 (0.0%) + 'I started a new playthrough, this time doing an SL...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,065,338, str:249,752 +Null/Empty: null:3,065,338, empty_str:4,248 +String length avg: 11.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 110 (0.0%) + 'Solved': 46 (0.0%) + 'Link directly to image': 37 (0.0%) + 'Question': 30 (0.0%) + 'Hip-Hop': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,315,090 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,315,090 +Null/Empty: null:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/lHHMZbu.jpg': 3 (0.0%) + 'http://imgur.com/4Hjvubb.gif': 3 (0.0%) + 'http://www.reddit.com/r/covertaffairs/comments/1je...': 3 (0.0%) + 'http://www.youtube.com/watch?v=cLNYvWbGnnM': 2 (0.0%) + 'http://www.reddit.com/r/WTF/comments/1ji934/i_woul...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,315,090 +Booleans: true:1,257,509 (37.9%), false:2,057,581 (62.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:2,176,593, str:1,138,497 +Null/Empty: null:2,176,593 +String length avg: 807.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 112 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><h3&...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 20.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,195 (0.0%) + 'self': 808 (0.0%) + 'nsfw': 218 (0.0%) + 'http://f.thumbs.redditmedia.com/O7TruHCKdxbLAZrM.j...': 5 (0.0%) + 'http://b.thumbs.redditmedia.com/VOBY5qVT71eYD98g.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1jj4og': 1 (0.0%) + '1jj4of': 1 (0.0%) + '1jj4oe': 1 (0.0%) + '1jj4od': 1 (0.0%) + '1jj4oc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,315,090/3,315,090 (100.0%) +Types: dict:3,315,090 +Null/Empty: empty_obj:3,010,386 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,162,527, int:152,563 +Booleans: true:0 (0.0%), false:3,162,527 (100.0%) +Numeric values: 152,563 total +Numeric range: min:1,375,315,498, max:1,411,851,754, avg:1376895371.1 +Numeric std dev: 1900966.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:2,787,753, str:527,337 +Null/Empty: null:2,787,753, empty_str:128,472 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 173 (0.0%) + 'Lover of All!': 19 (0.0%) + '16': 6 (0.0%) + 'Deputy': 5 (0.0%) + 'Protoss': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,315,090/3,315,090 (100.0%) +Types: dict:3,315,090 +Null/Empty: empty_obj:3,315,079 + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,010,386, dict:304,704 +Null/Empty: null:3,010,386 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:0, max:11,460, avg:30.8 +Numeric std dev: 174.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:0, max:11,460, avg:30.8 +Numeric std dev: 174.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 77 (0.0%) + 'AskReddit': 65 (0.0%) + 'AdviceAnimals': 63 (0.0%) + 'pics': 59 (0.0%) + 'leagueoflegends': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 77 (0.0%) + 't5_2qh1i': 65 (0.0%) + 't5_2s7tt': 63 (0.0%) + 't5_2qh0u': 59 (0.0%) + 't5_2rfxx': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,062,353, str:252,737 +Null/Empty: null:3,062,353, empty_str:26,816 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 3,515 (1.6%) + 'pc': 577 (0.3%) + 'solvedcase': 228 (0.1%) + 'error': 198 (0.1%) + 'normal': 195 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,315,079, dict:11 +Null/Empty: null:3,315,079 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,306,837, str:8,253 +Null/Empty: null:3,306,837 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 8,198 (99.3%) + 'admin': 34 (0.4%) + 'special': 21 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,315,090/3,315,090 (100.0%) +Types: list:3,315,090 +Null/Empty: empty_arr:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:1,411,873,351, max:1,411,983,442, avg:1411928459.3 +Numeric std dev: 31883.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/audio/comments/1jj4og/significant_distortion_wh...': 1 (0.0%) + '/r/darksouls/comments/1jj4of/where_are_all_the_ps3...': 1 (0.0%) + '/r/dirtypenpals/comments/1jj4oe/m4f_last_person_fi...': 1 (0.0%) + '/r/woahdude/comments/1jj4od/mystic_fire/': 1 (0.0%) + '/r/wicked_edge/comments/1jj4oc/a_little_help/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:2,802,980, str:512,110 +Null/Empty: null:2,802,980, empty_str:87,557 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 228 (0.1%) + 'default': 34 (0.0%) + 'tier0': 18 (0.0%) + 'tsm': 16 (0.0%) + 'Camera': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:1,375,315,200, max:1,377,993,599, avg:1376652310.5 +Numeric std dev: 772274.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,315,090 +Booleans: true:202,036 (6.1%), false:3,113,054 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,315,084 (100.0%) + 1: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,315,090/3,315,090 (100.0%) +Types: NoneType:3,315,090 +Null/Empty: null:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,315,090/3,315,090 (100.0%) +Types: str:3,315,090 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Rhian Sugden with glasses': 3 (0.0%) + 'Noire - "Apparitions" live in Boston, MA': 2 (0.0%) + 'The Self-Compassion Diet: Gentleness, Not Self-Fla...': 2 (0.0%) + 'Looking for mature, intelligent, and talented peop...': 2 (0.0%) + 'There's a hum in the borderlands – any thoughts on...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,315,090/3,315,090 (100.0%) +Types: bool:3,315,090 +Booleans: true:0 (0.0%), false:3,315,090 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,315,090/3,315,090 (100.0%) +Types: list:3,315,090 +Null/Empty: empty_arr:3,315,090 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,315,090/3,315,090 (100.0%) +Types: int:3,315,090 +Numeric values: 3,315,090 total +Numeric range: min:-1, max:34,023, avg:9.8 +Numeric std dev: 95.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,313,038/3,315,090 (99.9%) +Types: str:3,313,038 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 414 (0.0%) + 'PoliticBot': 24 (0.0%) + 'aaron0511': 10 (0.0%) + 'ModerationLog': 8 (0.0%) + 'weborigination': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,052/3,315,090 (0.1%) +Types: bool:2,052 +Booleans: true:2,052 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-09.jsonl +Analysis Time: 2026-01-15 07:35:34 +================================================================================ +Total lines: 3,121,163 +Processed lines: 3,121,163 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:0, max:13,719, avg:30.7 +Numeric std dev: 174.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,642,902, str:478,261 +Null/Empty: null:2,642,902, empty_str:80,382 +String length avg: 7.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 168 (0.0%) + 'Camera': 33 (0.0%) + 'default': 21 (0.0%) + 'cloudnine': 16 (0.0%) + 'tsm': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,809,577, dict:311,586 +Null/Empty: null:2,809,577 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,867,064, str:254,099 +Null/Empty: null:2,867,064, empty_str:25,655 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 1,781 (0.8%) + 'pc': 513 (0.2%) + 'official': 304 (0.1%) + 'solvedcase': 157 (0.1%) + 'spoiler': 150 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:3,121,163 +Booleans: true:1,206,646 (38.7%), false:1,914,517 (61.3%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:1,377,993,600, max:1,380,585,599, avg:1379277300.6 +Numeric std dev: 743947.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +Null/Empty: empty_str:2,153,814 +String length avg: 619.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I recently bought a 760 graphics card and with it ...': 3 (0.0%) + 'I mean... I know I'm one. I've been smoking cigare...': 2 (0.0%) + 'Raiklo walks in shackles into the enormous Tacoyas...': 2 (0.0%) + 'We run an IRC joint where we debate and stuff. Com...': 2 (0.0%) + 'Hey I was wondering if anyone is interested creati...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'funny': 107 (0.0%) + 'AskReddit': 94 (0.0%) + 'pics': 71 (0.0%) + 'leagueoflegends': 65 (0.0%) + 'AdviceAnimals': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:3,121,163 +Booleans: true:0 (0.0%), false:3,121,163 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh33': 107 (0.0%) + 't5_2qh1i': 94 (0.0%) + 't5_2qh0u': 71 (0.0%) + 't5_2rfxx': 65 (0.0%) + 't5_2s7tt': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 55.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Balak': 5 (0.0%) + 'US politicians sceptical as Obama administration p...': 4 (0.0%) + 'Cowgirl': 3 (0.0%) + 'USS Nimitz carrier group rerouted for possible hel...': 3 (0.0%) + 'The quicker picker upper': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.theguardian.com/world/2013/sep/01/us-me...': 4 (0.0%) + 'http://i.imgur.com/r9MUNJl.jpg': 3 (0.0%) + 'http://www.reuters.com/article/2013/09/01/us-syria...': 3 (0.0%) + 'http://i.imgur.com/wcgA6Zk.jpg': 3 (0.0%) + 'http://i.imgur.com/zfq6uCs.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,922,349, dict:198,814 +Null/Empty: null:2,922,349 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,867,884, str:253,279 +Null/Empty: null:2,867,884, empty_str:4,583 +String length avg: 12.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 132 (0.1%) + 'Solved': 49 (0.0%) + 'Discussion': 39 (0.0%) + 'M4F': 37 (0.0%) + 'PSB': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,628,768, str:492,395 +Null/Empty: null:2,628,768, empty_str:118,568 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 132 (0.0%) + '[First] [Last] on [Server]': 11 (0.0%) + '15': 9 (0.0%) + 'PC': 7 (0.0%) + '16': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:3,121,163 +Null/Empty: null:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 617 (0.0%) + 'imgur.com': 322 (0.0%) + 'youtube.com': 257 (0.0%) + 'self.AskReddit': 116 (0.0%) + 'self.leagueoflegends': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:0, max:13,719, avg:30.7 +Numeric std dev: 174.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/1ljnel/tell_me_reddit_what_i...': 1 (0.0%) + '/r/A858DE45F56D9BC9/comments/1ljnek/201309020359/': 1 (0.0%) + '/r/videos/comments/1ljnej/smack_camcup_song_editio...': 1 (0.0%) + '/r/tits/comments/1ljnei/cowgirl/': 1 (0.0%) + '/r/WritersRoom/comments/1ljneh/haste_poetry/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:3,121,163 +Booleans: true:203,051 (6.5%), false:2,918,112 (93.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:-1, max:26,435, avg:9.6 +Numeric std dev: 96.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1ljnel': 1 (0.0%) + '1ljnek': 1 (0.0%) + '1ljnej': 1 (0.0%) + '1ljnei': 1 (0.0%) + '1ljneh': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,121,163/3,121,163 (100.0%) +Types: list:3,121,163 +Null/Empty: empty_arr:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:0, max:4, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 3,121,148 (100.0%) + 1: 14 (0.0%) + 4: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,121,163/3,121,163 (100.0%) +Types: dict:3,121,163 +Null/Empty: empty_obj:2,809,577 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,121,163/3,121,163 (100.0%) +Types: dict:3,121,163 +Null/Empty: empty_obj:2,922,349 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,121,163/3,121,163 (100.0%) +Types: bool:2,979,245, int:141,918 +Booleans: true:0 (0.0%), false:2,979,245 (100.0%) +Numeric values: 141,918 total +Numeric range: min:1,377,993,827, max:1,411,837,310, avg:1379493136.5 +Numeric std dev: 1802704.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,121,163 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:3,113,549, str:7,614 +Null/Empty: null:3,113,549 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 7,576 (99.5%) + 'admin': 32 (0.4%) + 'special': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:3,121,163 +Null/Empty: null:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,121,163/3,121,163 (100.0%) +Types: str:3,121,163 +String length avg: 20.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,211 (0.0%) + 'self': 931 (0.0%) + 'nsfw': 326 (0.0%) + 'http://e.thumbs.redditmedia.com/0sHtDbXMBlpX6TFL.j...': 8 (0.0%) + 'http://f.thumbs.redditmedia.com/aeaEJAai3-kX4ioY.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,121,163/3,121,163 (100.0%) +Types: list:3,121,163 +Null/Empty: empty_arr:3,121,163 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,121,163/3,121,163 (100.0%) +Types: NoneType:2,026,926, str:1,094,237 +Null/Empty: null:2,026,926 +String length avg: 788.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 152 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,121,163/3,121,163 (100.0%) +Types: int:3,121,163 +Numeric values: 3,121,163 total +Numeric range: min:1,411,766,573, max:1,411,873,351, avg:1411820563.7 +Numeric std dev: 30832.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,118,988/3,121,163 (99.9%) +Types: str:3,118,988 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 406 (0.0%) + 'pepsi_next': 44 (0.0%) + 'PoliticBot': 19 (0.0%) + 'green_straw': 4 (0.0%) + 'MillenniumFalc0n': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,175/3,121,163 (0.1%) +Types: bool:2,175 +Booleans: true:2,175 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-10.jsonl +Analysis Time: 2026-01-15 07:38:36 +================================================================================ +Total lines: 3,467,225 +Processed lines: 3,467,225 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,467,225/3,467,225 (100.0%) +Types: dict:3,467,225 +Null/Empty: empty_obj:3,100,828 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,467,202 (100.0%) + 1: 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,467,225/3,467,225 (100.0%) +Types: dict:3,467,225 +Null/Empty: empty_obj:3,188,713 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,467,225 +Booleans: true:270,385 (7.8%), false:3,196,840 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:-1, max:36,948, avg:9.8 +Numeric std dev: 102.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,467,225/3,467,225 (100.0%) +Types: list:3,467,225 +Null/Empty: empty_arr:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1njr6v': 1 (0.0%) + '1njr6u': 1 (0.0%) + '1njr6t': 1 (0.0%) + '1njr6r': 1 (0.0%) + '1njr6q': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 388 (0.0%) + 'imgur.com': 259 (0.0%) + 'youtube.com': 182 (0.0%) + 'self.AskReddit': 105 (0.0%) + 'self.fantasyfootball': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Cleveland/comments/1njr6v/the_remains_of_a_1947...': 1 (0.0%) + '/r/IASIP/comments/1njr6u/perfect_buffer_timing_s3_...': 1 (0.0%) + '/r/InCaseYouMissedIt/comments/1njr6t/obama_waives_...': 1 (0.0%) + '/r/fantasyfootball/comments/1njr6r/trade_my_philip...': 1 (0.0%) + '/r/news/comments/1njr6q/apples_new_lightning_conne...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:0, max:7,099, avg:29.3 +Numeric std dev: 169.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:2,229,230, str:1,237,995 +Null/Empty: null:2,229,230 +String length avg: 747.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 115 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 4 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,467,225/3,467,225 (100.0%) +Types: list:3,467,225 +Null/Empty: empty_arr:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:1,411,646,674, max:1,411,766,573, avg:1411706075.4 +Numeric std dev: 34793.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 19.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,208 (0.0%) + 'self': 1,011 (0.0%) + 'nsfw': 265 (0.0%) + 'http://d.thumbs.redditmedia.com/-QWx64579bI2mv_Q.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/ihfOUMZ9CI8Rmgx-.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,306,425, int:160,800 +Booleans: true:0 (0.0%), false:3,306,425 (100.0%) +Numeric values: 160,800 total +Numeric range: min:1,380,585,865, max:1,411,641,586, avg:1382201909.4 +Numeric std dev: 1798177.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,467,225 +Null/Empty: null:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,459,026, str:8,199 +Null/Empty: null:3,459,026 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 8,144 (99.3%) + 'admin': 39 (0.5%) + 'special': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,467,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:1,380,585,600, max:1,383,263,999, avg:1381943453.3 +Numeric std dev: 781781.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +Null/Empty: empty_str:2,373,233 +String length avg: 593.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com/r/ConventionOfStates/new/': 4 (0.0%) + 'I found it to be strange how she meets the Governo...': 2 (0.0%) + 'you know what's really cool? excluding myself as a...': 2 (0.0%) + 'Im intersted on PAYPAL or steamgames maybe steamwa...': 2 (0.0%) + 'http://gifninja.com/animatedgifs/107250/spongebob-...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,467,225 +Booleans: true:1,369,620 (39.5%), false:2,097,605 (60.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,100,828, dict:366,397 +Null/Empty: null:3,100,828 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,152,435, str:314,790 +Null/Empty: null:3,152,435, empty_str:29,440 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 3,470 (1.2%) + 'spoiler': 459 (0.2%) + 'pc': 303 (0.1%) + 'official': 269 (0.1%) + 'monday': 196 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:2,915,481, str:551,744 +Null/Empty: null:2,915,481, empty_str:92,485 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 301 (0.1%) + 'pc': 25 (0.0%) + 'default': 16 (0.0%) + 'tsm': 13 (0.0%) + 'Camera': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,467,225/3,467,225 (100.0%) +Types: int:3,467,225 +Numeric values: 3,467,225 total +Numeric range: min:0, max:7,099, avg:29.3 +Numeric std dev: 169.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:2,909,328, str:557,897 +Null/Empty: null:2,909,328, empty_str:134,162 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 255 (0.1%) + 'Trusted Mod FFL': 10 (0.0%) + '17': 9 (0.0%) + 'verified': 8 (0.0%) + '16': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,467,225 +Null/Empty: null:3,467,225 + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,188,713, dict:278,512 +Null/Empty: null:3,188,713 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,467,225/3,467,225 (100.0%) +Types: NoneType:3,152,481, str:314,744 +Null/Empty: null:3,152,481, empty_str:5,057 +String length avg: 11.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pc': 62 (0.0%) + 'Spoiler': 54 (0.0%) + 'Fluff': 26 (0.0%) + 'Question': 24 (0.0%) + 'Battlefield 4': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Girl gets killed after run over by car out of cont...': 2 (0.0%) + 'From NSA Spying And VIPR Sweeps To Domestic Drones...': 2 (0.0%) + 'Spiders, Snakes and Frogs': 2 (0.0%) + 'TIL at 541 days, Belgium holds the distinction of ...': 2 (0.0%) + '29 Ironic Posts': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 84 (0.0%) + 't5_2qh33': 80 (0.0%) + 't5_2s7tt': 70 (0.0%) + 't5_2qh0u': 47 (0.0%) + 't5_2r84s': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 69.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/C2NVqck': 3 (0.0%) + 'http://www.youtube.com/watch?feature=player_embedd...': 2 (0.0%) + 'http://www.liveleak.com/view?i=b26_1380653359': 2 (0.0%) + 'http://i.imgur.com/EarkKU7.jpg': 2 (0.0%) + 'http://www.rutherford.org/publications_resources/j...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,467,225/3,467,225 (100.0%) +Types: bool:3,467,225 +Booleans: true:0 (0.0%), false:3,467,225 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,467,225/3,467,225 (100.0%) +Types: str:3,467,225 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 84 (0.0%) + 'funny': 80 (0.0%) + 'AdviceAnimals': 70 (0.0%) + 'pics': 47 (0.0%) + 'POLITIC': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,464,020/3,467,225 (99.9%) +Types: str:3,464,020 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 390 (0.0%) + 'PoliticBot': 27 (0.0%) + 'ModerationLog': 13 (0.0%) + 'llagardera': 12 (0.0%) + 'turdmcgirt': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,205/3,467,225 (0.1%) +Types: bool:3,205 +Booleans: true:3,205 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-11.jsonl +Analysis Time: 2026-01-15 07:41:45 +================================================================================ +Total lines: 3,522,378 +Processed lines: 3,522,378 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:1,411,530,984, max:1,411,646,674, avg:1411588856.9 +Numeric std dev: 33458.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,522,378/3,522,378 (100.0%) +Types: list:3,522,378 +Null/Empty: empty_arr:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:2,198,565, str:1,323,813 +Null/Empty: null:2,198,565 +String length avg: 759.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 150 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><h3&...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,522,378 +Null/Empty: null:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,513,773, str:8,605 +Null/Empty: null:3,513,773 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 8,564 (99.5%) + 'admin': 28 (0.3%) + 'special': 13 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,522,378 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,345,735, int:176,643 +Booleans: true:0 (0.0%), false:3,345,735 (100.0%) +Numeric values: 176,643 total +Numeric range: min:1,383,264,211, max:1,411,600,595, avg:1384852416.0 +Numeric std dev: 1878913.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,160 (0.0%) + 'self': 1,000 (0.0%) + 'nsfw': 221 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 7 (0.0%) + 'http://d.thumbs.redditmedia.com/gLH4SNuhO1JpyLac.j...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:-1, max:24,310, avg:10.1 +Numeric std dev: 93.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1pq01a': 1 (0.0%) + '1pq019': 1 (0.0%) + '1pq018': 1 (0.0%) + '1pq017': 1 (0.0%) + '1pq016': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,522,378/3,522,378 (100.0%) +Types: list:3,522,378 +Null/Empty: empty_arr:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,522,378 +Booleans: true:223,182 (6.3%), false:3,299,196 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,522,378/3,522,378 (100.0%) +Types: dict:3,522,378 +Null/Empty: empty_obj:3,237,853 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,522,378/3,522,378 (100.0%) +Types: dict:3,522,378 +Null/Empty: empty_obj:3,145,369 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:0, max:1, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 2 +Numeric values distribution: + 0: 3,522,362 (100.0%) + 1: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SteamGameSwap/comments/1pq01a/h_just_cause_w_2x...': 1 (0.0%) + '/r/leagueoflegends/comments/1pq019/massive_eune_se...': 1 (0.0%) + '/r/onetruegod/comments/1pq018/i_walked_into_my_sci...': 1 (0.0%) + '/r/leagueoflegends/comments/1pq017/euw_server_lag/': 1 (0.0%) + '/r/penguins/comments/1pq016/music_when_the_team_co...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:0, max:7,986, avg:29.1 +Numeric std dev: 170.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 422 (0.0%) + 'imgur.com': 306 (0.0%) + 'youtube.com': 200 (0.0%) + 'self.AskReddit': 102 (0.0%) + 'self.leagueoflegends': 72 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,138,980, str:383,398 +Null/Empty: null:3,138,980, empty_str:4,656 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 469 (0.1%) + '6th Gen': 76 (0.0%) + 'pc': 66 (0.0%) + 'Costume': 47 (0.0%) + 'Solved': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,237,853, dict:284,525 +Null/Empty: null:3,237,853 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:2,912,067, str:610,311 +Null/Empty: null:2,912,067, empty_str:133,303 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 155 (0.0%) + '17': 6 (0.0%) + 'http://amzn.com/w/2IBJ7LBXI96UM': 4 (0.0%) + 'Mindcrack Marathon 2014': 4 (0.0%) + 'North America': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,522,378 +Null/Empty: null:3,522,378 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,522,378 +Booleans: true:0 (0.0%), false:3,522,378 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 74 (0.0%) + 'leagueoflegends': 63 (0.0%) + 'funny': 61 (0.0%) + 'pics': 55 (0.0%) + 'friendsafari': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 69.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/rqYJ9TX.gif': 4 (0.0%) + 'http://www.foxnews.com/us/2013/10/30/teacher-fired...': 3 (0.0%) + 'http://www.youtube.com/watch?v=A96xHWAW1ug': 2 (0.0%) + 'http://i.imgur.com/98gGmh6.gif': 2 (0.0%) + 'http://wallstcheatsheet.com/stocks/starbucks-schul...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 74 (0.0%) + 't5_2rfxx': 63 (0.0%) + 't5_2qh33': 61 (0.0%) + 't5_2qh0u': 55 (0.0%) + 't5_2yt52': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Holly Michaels': 4 (0.0%) + 'How to tell if I'm being bugged?': 3 (0.0%) + 'Starbucks CEO: Obamacare Execution Is “Off the Rai...': 2 (0.0%) + 'Why are the people protesting the SNAP benefit red...': 2 (0.0%) + 'Casual Reviews III: Revenge of the Swiss. SAK Supe...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,522,378/3,522,378 (100.0%) +Types: bool:3,522,378 +Booleans: true:1,476,247 (41.9%), false:2,046,131 (58.1%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:1,383,264,001, max:1,385,855,999, avg:1384568757.0 +Numeric std dev: 731796.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,522,378/3,522,378 (100.0%) +Types: str:3,522,378 +Null/Empty: empty_str:2,357,568 +String length avg: 593.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'A little black kitten wandered to our yard and wou...': 2 (0.0%) + '###[](/MON) Alouettes (7-10) vs. [](/TOR) Argonaut...': 2 (0.0%) + 'I'm planning on going cross-country in a year or t...': 2 (0.0%) + 'I was hoping to build something like this but I do...': 2 (0.0%) + 'Almost since release I've played on a mix of very ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:2,926,134, str:596,244 +Null/Empty: null:2,926,134, empty_str:96,948 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 169 (0.0%) + 'default': 24 (0.0%) + 'Camera': 23 (0.0%) + 'pc': 20 (0.0%) + 'tsm': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,522,378/3,522,378 (100.0%) +Types: int:3,522,378 +Numeric values: 3,522,378 total +Numeric range: min:0, max:7,986, avg:29.1 +Numeric std dev: 170.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,145,369, dict:377,009 +Null/Empty: null:3,145,369 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,522,378/3,522,378 (100.0%) +Types: NoneType:3,137,938, str:384,440 +Null/Empty: null:3,137,938, empty_str:29,192 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 2,329 (0.7%) + 'general': 2,165 (0.6%) + '6th': 350 (0.1%) + 'costume': 343 (0.1%) + 'pc': 301 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,519,657/3,522,378 (99.9%) +Types: str:3,519,657 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 388 (0.0%) + 'PoliticBot': 26 (0.0%) + 'ModerationLog': 15 (0.0%) + 'funnymanisi': 6 (0.0%) + 'MultiFunctionBot': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,721/3,522,378 (0.1%) +Types: bool:2,721 +Booleans: true:2,721 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2013-12.jsonl +Analysis Time: 2026-01-15 07:45:06 +================================================================================ +Total lines: 3,801,410 +Processed lines: 3,801,410 +Total unique fields: 36 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 68.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://scallywagandvagabond.com/2013/12/father-cha...': 3 (0.0%) + 'http://fff.org/2013/11/27/the-national-security-st...': 3 (0.0%) + 'http://www.politicususa.com/2013/12/01/gop-hauls-r...': 3 (0.0%) + 'http://www.politicususa.com/2013/12/01/biased-abc-...': 3 (0.0%) + 'http://imgur.com/a/xJykk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Father charged with child porn tells nude pics of ...': 3 (0.0%) + 'The National-Security State's Childishly Dangerous...': 3 (0.0%) + 'GOP Scandal Dies as Republicans Are Reduced To Whi...': 3 (0.0%) + 'Biased ABC News Refuses to Believe That the Obamac...': 3 (0.0%) + 'I may leave my salaried job for a contractor posit...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 80 (0.0%) + 't5_2qh33': 66 (0.0%) + 't5_2qh0u': 62 (0.0%) + 't5_2s7tt': 52 (0.0%) + 't5_2yt52': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 80 (0.0%) + 'funny': 66 (0.0%) + 'pics': 62 (0.0%) + 'AdviceAnimals': 52 (0.0%) + 'friendsafari': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,801,410 +Booleans: true:0 (0.0%), false:3,801,410 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,136,775, str:664,635 +Null/Empty: null:3,136,775, empty_str:146,638 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'mirrors political submissions': 78 (0.0%) + '16': 21 (0.0%) + '10111010101010': 17 (0.0%) + '15': 9 (0.0%) + 'verified': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,801,410 +Null/Empty: null:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,383,525, str:417,885 +Null/Empty: null:3,383,525, empty_str:5,559 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 465 (0.1%) + 'STREAMING MUSIC': 158 (0.0%) + '6th Gen': 127 (0.0%) + 'pc': 53 (0.0%) + 'Question': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,528,639, dict:272,771 +Null/Empty: null:3,528,639 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,379,463, str:421,947 +Null/Empty: null:3,379,463, empty_str:29,172 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 2,219 (0.6%) + 'meta': 1,261 (0.3%) + 'stream': 664 (0.2%) + '6th': 522 (0.1%) + 'pc': 263 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,431,959, dict:369,451 +Null/Empty: null:3,431,959 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:0, max:12,887, avg:29.5 +Numeric std dev: 177.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,151,983, str:649,427 +Null/Empty: null:3,151,983, empty_str:105,783 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'politic-bot': 101 (0.0%) + '2': 22 (0.0%) + 'default': 20 (0.0%) + 'Camera': 19 (0.0%) + '6': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +Null/Empty: empty_str:2,543,618 +String length avg: 602.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'My son is 9 months old and has a mild fear of dogs...': 2 (0.0%) + '[PCPartPicker part list](http://pcpartpicker.com/p...': 2 (0.0%) + '[6]': 2 (0.0%) + 'My wife and I inherited this from her great grandp...': 2 (0.0%) + 'Go!': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:1,385,856,001, max:1,388,534,399, avg:1387165213.3 +Numeric std dev: 769392.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,801,410 +Booleans: true:1,619,293 (42.6%), false:2,182,117 (57.4%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +Null/Empty: empty_str:1 +String length avg: 18.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,195 (0.0%) + 'self': 1,172 (0.0%) + 'nsfw': 249 (0.0%) + 'http://e.thumbs.redditmedia.com/xkoHB9IC5HRXTgwX.j...': 3 (0.0%) + 'http://f.thumbs.redditmedia.com/BKGAq5K75DQTdBtq.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,801,410 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,801,410 +Null/Empty: null:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:3,791,861, str:9,549 +Null/Empty: null:3,791,861 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 9,516 (99.7%) + 'admin': 24 (0.3%) + 'special': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,609,808, int:191,602 +Booleans: true:0 (0.0%), false:3,609,808 (100.0%) +Numeric values: 191,602 total +Numeric range: min:1,385,856,313, max:1,411,503,449, avg:1387404438.8 +Numeric std dev: 1638291.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:1,411,405,221, max:1,411,530,984, avg:1411467899.1 +Numeric std dev: 35860.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 3,801,410/3,801,410 (100.0%) +Types: NoneType:2,339,099, str:1,462,311 +Null/Empty: null:2,339,099 +String length avg: 756.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 143 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 3,801,410/3,801,410 (100.0%) +Types: list:3,801,410 +Null/Empty: empty_arr:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:0, max:12,887, avg:29.5 +Numeric std dev: 177.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/friendsafari/comments/1rvebz/lf_steel_but_addin...': 1 (0.0%) + '/r/techsupport/comments/1rveby/is_tradeyourstuffco...': 1 (0.0%) + '/r/gonewild/comments/1rvebx/this_is_especially_for...': 1 (0.0%) + '/r/news/comments/1rvebw/another_government_chemist...': 1 (0.0%) + '/r/Awwducational/comments/1rvebv/the_adult_female_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 441 (0.0%) + 'imgur.com': 291 (0.0%) + 'youtube.com': 242 (0.0%) + 'self.AskReddit': 110 (0.0%) + 'self.friendsafari': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,801,410/3,801,410 (100.0%) +Types: dict:3,801,410 +Null/Empty: empty_obj:3,528,639 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:0, max:3, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 3,801,380 (100.0%) + 1: 29 (0.0%) + 3: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,801,410/3,801,410 (100.0%) +Types: dict:3,801,410 +Null/Empty: empty_obj:3,431,959 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,801,410/3,801,410 (100.0%) +Types: int:3,801,410 +Numeric values: 3,801,410 total +Numeric range: min:-13, max:24,148, avg:9.8 +Numeric std dev: 91.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,801,410/3,801,410 (100.0%) +Types: str:3,801,410 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1rvebz': 1 (0.0%) + '1rveby': 1 (0.0%) + '1rvebx': 1 (0.0%) + '1rvebw': 1 (0.0%) + '1rvebv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 3,801,410/3,801,410 (100.0%) +Types: list:3,801,410 +Null/Empty: empty_arr:3,801,410 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,801,410/3,801,410 (100.0%) +Types: bool:3,801,410 +Booleans: true:248,141 (6.5%), false:3,553,269 (93.5%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,798,091/3,801,410 (99.9%) +Types: str:3,798,091 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 338 (0.0%) + 'abdulhaqq': 13 (0.0%) + 'PoliticBot': 12 (0.0%) + 'blowmymiiind': 4 (0.0%) + 'misnamed': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,319/3,801,410 (0.1%) +Types: bool:3,319 +Booleans: true:3,319 (100.0%), false:0 (0.0%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2014.txt b/analysis/original_schema_analysis/submissions/analysis_report_2014.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fb3ac59e56c4a5d2e6388487b1220aee7212dff --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2014.txt @@ -0,0 +1,5470 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2014 +Analysis Started: 2026-01-15 07:15:51 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2014-01.jsonl +Analysis Time: 2026-01-15 07:19:43 +================================================================================ +Total lines: 4,145,541 +Processed lines: 4,145,541 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,449,779, str:695,762 +Null/Empty: null:3,449,779, empty_str:112,429 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 123 (0.0%) + 'squeal': 27 (0.0%) + 'default': 22 (0.0%) + 'tier0': 17 (0.0%) + 'Camera': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:50,287, avg:9.6 +Numeric std dev: 100.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:0 (0.0%), false:4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:293,543 (7.1%), false:3,851,998 (92.9%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1u4kuf': 1 (0.0%) + 't3_1u4kug': 1 (0.0%) + 't3_1u4kuh': 1 (0.0%) + 't3_1u4kui': 1 (0.0%) + 't3_1u4kuj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,661,868, str:483,673 +Null/Empty: null:3,661,868, empty_str:31,322 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 1,789 (0.4%) + 'meta': 955 (0.2%) + 'removed': 765 (0.2%) + '6th': 428 (0.1%) + 'discussion': 317 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:2, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 4,145,451 (100.0%) + 1: 87 (0.0%) + 2: 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:4,142,466 (99.9%), false:3,075 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1u4kuf': 1 (0.0%) + '1u4kug': 1 (0.0%) + '1u4kuh': 1 (0.0%) + '1u4kui': 1 (0.0%) + '1u4kuj': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 437 (0.0%) + 'PoliticBot': 23 (0.0%) + 'ModerationLog': 7 (0.0%) + 'moonmooncoin': 7 (0.0%) + 'BanksKnowsBest': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:1,751,300 (42.2%), false:2,394,241 (57.8%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 69.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.tsn.ca/soccer/story/?id=440059': 3 (0.0%) + 'http://www.rednationonline.ca/Articles2013/Solong2...': 3 (0.0%) + 'http://www.reuters.com/article/2013/12/31/us-iran-...': 3 (0.0%) + 'http://www.cnn.com/2013/12/31/living/words-that-sh...': 2 (0.0%) + 'http://i.imgur.com/qxWHccU.png?1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,837,299, dict:308,242 +Null/Empty: null:3,837,299 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:1,388,534,400, max:1,391,212,799, avg:1389911293.4 +Numeric std dev: 771561.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:0 (0.0%), false:4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:11,567, avg:28.6 +Numeric std dev: 174.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:3,937,548, int:207,993 +Booleans: true:0 (0.0%), false:3,937,548 (100.0%) +Numeric values: 207,993 total +Numeric range: min:1,388,534,755, max:1,441,933,640, avg:1390352349.1 +Numeric std dev: 3618853.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:0 (0.0%), false:4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1388534910': 7 (0.0%) + '1388535031': 7 (0.0%) + '1388535174': 7 (0.0%) + '1388534456': 6 (0.0%) + '1388534500': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,444,759, str:700,782 +Null/Empty: null:3,444,759, empty_str:146,192 +String length avg: 22.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 110 (0.0%) + 'master of ham': 27 (0.0%) + 'Killed by a gun nut': 9 (0.0%) + '15': 9 (0.0%) + '17': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,145,541/4,145,541 (100.0%) +Types: dict:4,145,541 +Null/Empty: empty_obj:3,726,170 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 394 (0.0%) + 'imgur.com': 318 (0.0%) + 'youtube.com': 213 (0.0%) + 'self.AskReddit': 115 (0.0%) + 'self.friendsafari': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,145,541/4,145,541 (100.0%) +Types: bool:4,145,541 +Booleans: true:736 (0.0%), false:4,144,805 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,145,541 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,753 (0.0%) + 'self': 1,230 (0.0%) + 'nsfw': 249 (0.0%) + 'http://a.thumbs.redditmedia.com/Zm5CHLcLsRzLX6cZ.j...': 4 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:4,135,499, str:10,042 +Null/Empty: null:4,135,499 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 10,013 (99.7%) + 'admin': 17 (0.2%) + 'special': 12 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy New Year!': 6 (0.0%) + 'Happy new year!': 6 (0.0%) + 'Be gone, selfie! And take twerk with you!': 3 (0.0%) + 'Chipmunks': 3 (0.0%) + 'DUI Suspects Subjected to Forced Blood Draw - On "...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,145,541/4,145,541 (100.0%) +Types: dict:4,145,541 +Null/Empty: empty_obj:3,837,299 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,672,255, str:473,286 +Null/Empty: null:3,672,255, empty_str:6,271 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 492 (0.1%) + '6th Gen': 139 (0.0%) + 'discussion': 73 (0.0%) + 'pc': 63 (0.0%) + 'media': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/DASHLICKING/comments/1u4kuf/happy_blue_year/': 1 (0.0%) + '/r/ultrahardcore/comments/1u4kug/jan_01_0000_utc_h...': 1 (0.0%) + '/r/knitting/comments/1u4kuh/knitting_my_first_sock...': 1 (0.0%) + '/r/relationships/comments/1u4kui/ive_20_f_been_dat...': 1 (0.0%) + '/r/masseffect/comments/1u4kuj/shepard_shepard_shep...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,145,541/4,145,541 (100.0%) +Types: str:4,145,541 +Null/Empty: empty_str:2,762,210 +String length avg: 616.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '##General Information + +**TIME** |**MEDIA** ...': 2 (0.0%) + 'Hello! + +Game designer with scripting skills for hi...': 2 (0.0%) + 'RIP to the sweetest kitty. I'm sorry we couldn't r...': 2 (0.0%) + ':)': 2 (0.0%) + 'Everyone has had the experience of the light bulb ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,145,541/4,145,541 (100.0%) +Types: NoneType:3,726,170, dict:419,371 +Null/Empty: null:3,726,170 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:0, max:11,567, avg:28.6 +Numeric std dev: 174.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,145,541/4,145,541 (100.0%) +Types: int:4,145,541 +Numeric values: 4,145,541 total +Numeric range: min:1,441,934,346, max:1,441,978,093, avg:1441956268.4 +Numeric std dev: 12617.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,142,626/4,145,541 (99.9%) +Types: NoneType:4,142,626 +Null/Empty: null:4,142,626 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,142,626/4,145,541 (99.9%) +Types: NoneType:4,142,626 +Null/Empty: null:4,142,626 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,142,626/4,145,541 (99.9%) +Types: NoneType:4,142,626 +Null/Empty: null:4,142,626 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,142,626/4,145,541 (99.9%) +Types: str:4,142,626 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 91 (0.0%) + 't5_2s7tt': 87 (0.0%) + 't5_2qh33': 69 (0.0%) + 't5_2yt52': 62 (0.0%) + 't5_2qh0u': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,142,626/4,145,541 (99.9%) +Types: str:4,142,626 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 91 (0.0%) + 'AdviceAnimals': 87 (0.0%) + 'funny': 69 (0.0%) + 'friendsafari': 62 (0.0%) + 'pics': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 2,915/4,145,541 (0.1%) +Types: str:2,915 +Null/Empty: empty_str:2,915 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 2,915/4,145,541 (0.1%) +Types: bool:2,915 +Booleans: true:204 (7.0%), false:2,711 (93.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 2,915/4,145,541 (0.1%) +Types: str:2,915 +String length avg: 51.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://drtattoff.com/start-the-new-year-with-a-cle...': 9 (0.3%) + 'http://www.hotemilycams.org': 8 (0.3%) + 'http://www.reddit.com/r/dogecoin': 7 (0.2%) + 'http://www.reddit.com/r/dogecoin/': 7 (0.2%) + 'http://reddit.com/r/dogecoin': 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 2,915/4,145,541 (0.1%) +Types: NoneType:2,915 +Null/Empty: null:2,915 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 2,915/4,145,541 (0.1%) +Types: bool:2,915 +Booleans: true:2,915 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 84/4,145,541 (0.0%) +Types: dict:84 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 84/4,145,541 (0.0%) +Types: str:84 +String length avg: 4.3 +Unique strings tracked: 4 +String values distribution: + 'self': 64 (76.2%) + 'link': 13 (15.5%) + 'image': 4 (4.8%) + 'rich:video': 3 (3.6%) + +================================================================================ + +================================================================================ +FILE: RS_2014-02.jsonl +Analysis Time: 2026-01-15 07:23:22 +================================================================================ +Total lines: 3,946,491 +Processed lines: 3,946,491 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/nba/comments/1wosah/game_thread_memphis_grizzli...': 1 (0.0%) + '/r/relationships/comments/1wosai/my_25_m_girlfrien...': 1 (0.0%) + '/r/knoxvilleweather/comments/1wosaj/january_31_201...': 1 (0.0%) + '/r/mwo/comments/1wosak/mwo_underwater_locust/': 1 (0.0%) + '/r/hot_movies/comments/1wosan/ihavebeenwaitingfory...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,553,603, str:392,888 +Null/Empty: null:3,553,603, empty_str:5,608 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 434 (0.1%) + 'discussion': 161 (0.0%) + '6th Gen': 150 (0.0%) + 'Discussion': 108 (0.0%) + 'pc': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,546,708, dict:399,783 +Null/Empty: null:3,546,708 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +Null/Empty: empty_str:2,641,580 +String length avg: 662.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'So! Hello Reddit! + +**This is a long read** + +Quit...': 2 (0.0%) + 'So I'm watching [Macklemore's Grammy acceptance sp...': 2 (0.0%) + '##General Information + +**TIME** |**MEDIA** ...': 1 (0.0%) + 'My girlfriend is great, I care the world about her...': 1 (0.0%) + 'The current weather information is: January 31, 20...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:1,441,891,093, max:1,443,168,503, avg:1441912825.0 +Numeric std dev: 14929.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:8,015, avg:27.8 +Numeric std dev: 171.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 3,946,491/3,946,491 (100.0%) +Types: dict:3,946,491 +Null/Empty: empty_obj:3,546,708 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,340,732, str:605,759 +Null/Empty: null:3,340,732, empty_str:146,670 +String length avg: 20.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'WCG Admin': 20 (0.0%) + 'Top and Pool Contributor!': 6 (0.0%) + '15': 6 (0.0%) + 'poor shibe': 6 (0.0%) + 'verified': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1391213116': 7 (0.0%) + '1391213375': 7 (0.0%) + '1391213593': 7 (0.0%) + '1391212871': 6 (0.0%) + '1391212947': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:751 (0.0%), false:3,945,740 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 318 (0.0%) + 'imgur.com': 254 (0.0%) + 'youtube.com': 171 (0.0%) + 'self.AskReddit': 95 (0.0%) + 'self.friendsafari': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,936,409, str:10,082 +Null/Empty: null:3,936,409 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 10,022 (99.4%) + 'admin': 34 (0.3%) + 'special': 26 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,280 (0.0%) + 'self': 1,058 (0.0%) + 'nsfw': 246 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 6 (0.0%) + 'http://b.thumbs.redditmedia.com/TotXQ6hEjOXdAV0O.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 3,946,491/3,946,491 (100.0%) +Types: dict:3,946,491 +Null/Empty: empty_obj:3,646,164 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '◄MWO - Underwater Locust': 2 (0.0%) + 'Massive Radiation Contamination of Japan with Radi...': 2 (0.0%) + 'better shut up': 2 (0.0%) + 'Hmmm...Do I sense a double standard?': 2 (0.0%) + 'An F35 and an F22 on a test flight over California...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:1,391,212,800, max:1,393,631,999, avg:1392436874.8 +Numeric std dev: 695476.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,646,164, dict:300,327 +Null/Empty: null:3,646,164 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 69.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/watch?v=OjL2TtJjJG4': 2 (0.0%) + 'http://www.youtube.com/watch?v=SLmcTO4WonM#t=25': 2 (0.0%) + 'http://socialclub.rockstargames.com/games/gtav/job...': 2 (0.0%) + 'http://imgur.com/A78vhxq': 2 (0.0%) + 'http://www.liverpoolfc.com/news/latest-news/154441...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:0 (0.0%), false:3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:0 (0.0%), false:3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,747,536, int:198,955 +Booleans: true:0 (0.0%), false:3,747,536 (100.0%) +Numeric values: 198,955 total +Numeric range: min:1,391,213,086, max:1,441,877,819, avg:1392857477.6 +Numeric std dev: 3302516.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:8,015, avg:27.8 +Numeric std dev: 171.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:293,074 (7.4%), false:3,653,417 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:0 (0.0%), false:3,946,491 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:25,112, avg:9.2 +Numeric std dev: 88.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,343,966, str:602,525 +Null/Empty: null:3,343,966, empty_str:104,204 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 27 (0.0%) + 'number': 26 (0.0%) + '-': 20 (0.0%) + 'tier0': 11 (0.0%) + 'White': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1wosah': 1 (0.0%) + '1wosai': 1 (0.0%) + '1wosaj': 1 (0.0%) + '1wosak': 1 (0.0%) + '1wosan': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:3,943,037 (99.9%), false:3,454 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 3,946,491/3,946,491 (100.0%) +Types: NoneType:3,540,303, str:406,188 +Null/Empty: null:3,540,303, empty_str:31,216 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 924 (0.2%) + '6th': 274 (0.1%) + 'discussion': 254 (0.1%) + 'pc': 231 (0.1%) + 'serious': 201 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 3,946,491/3,946,491 (100.0%) +Types: int:3,946,491 +Numeric values: 3,946,491 total +Numeric range: min:0, max:2, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 3 +Numeric values distribution: + 0: 3,946,365 (100.0%) + 1: 125 (0.0%) + 2: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1wosah': 1 (0.0%) + 't3_1wosai': 1 (0.0%) + 't3_1wosaj': 1 (0.0%) + 't3_1wosak': 1 (0.0%) + 't3_1wosan': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 3,946,491/3,946,491 (100.0%) +Types: str:3,946,491 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 406 (0.0%) + 'louistoldmeto': 34 (0.0%) + 'Brett_Favre_4': 6 (0.0%) + 'WCG_Neon': 5 (0.0%) + 'heyheygimpy': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 3,946,491/3,946,491 (100.0%) +Types: bool:3,946,491 +Booleans: true:1,648,710 (41.8%), false:2,297,781 (58.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 3,943,211/3,946,491 (99.9%) +Types: str:3,943,211 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 89 (0.0%) + 'funny': 67 (0.0%) + 'AdviceAnimals': 51 (0.0%) + 'friendsafari': 43 (0.0%) + 'pics': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 3,943,211/3,946,491 (99.9%) +Types: str:3,943,211 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 89 (0.0%) + 't5_2qh33': 67 (0.0%) + 't5_2s7tt': 51 (0.0%) + 't5_2yt52': 43 (0.0%) + 't5_2qh0u': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 3,943,211/3,946,491 (99.9%) +Types: NoneType:3,943,211 +Null/Empty: null:3,943,211 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 3,943,211/3,946,491 (99.9%) +Types: NoneType:3,943,211 +Null/Empty: null:3,943,211 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 3,943,211/3,946,491 (99.9%) +Types: NoneType:3,943,211 +Null/Empty: null:3,943,211 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3,280/3,946,491 (0.1%) +Types: str:3,280 +String length avg: 49.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.educalate.com': 8 (0.2%) + 'https://www.netcamps.com': 6 (0.2%) + 'http://bloomstoday.com/valentines-day-flowers?sour...': 5 (0.2%) + 'http://www.google.com': 5 (0.2%) + 'http://www.lulu.com?mid=~mdisplay~creddit~aheadera...': 5 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,280/3,946,491 (0.1%) +Types: bool:3,280 +Booleans: true:3,280 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3,280/3,946,491 (0.1%) +Types: str:3,280 +Null/Empty: empty_str:3,280 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 3,280/3,946,491 (0.1%) +Types: bool:3,280 +Booleans: true:257 (7.8%), false:3,023 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 3,280/3,946,491 (0.1%) +Types: NoneType:3,280 +Null/Empty: null:3,280 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 79/3,946,491 (0.0%) +Types: dict:79 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 79/3,946,491 (0.0%) +Types: str:79 +String length avg: 4.3 +Unique strings tracked: 4 +String values distribution: + 'self': 61 (77.2%) + 'link': 8 (10.1%) + 'image': 8 (10.1%) + 'rich:video': 2 (2.5%) + +================================================================================ + +================================================================================ +FILE: RS_2014-03.jsonl +Analysis Time: 2026-01-15 07:27:15 +================================================================================ +Total lines: 4,209,109 +Processed lines: 4,209,109 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 69.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://abcnews.go.com/US/wireStory/idaho-lawmakers...': 4 (0.0%) + 'http://blues.nhl.com/club/news.htm?id=706959': 4 (0.0%) + 'http://www.flickr.com/photos/wwwjwfrankcom/1281502...': 3 (0.0%) + 'https://twitter.com/BruinsDiehards/status/43955014...': 3 (0.0%) + 'http://9to5mac.com/2014/02/28/south-african-police...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,892,381, dict:316,728 +Null/Empty: null:3,892,381 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:1,393,632,000, max:1,396,313,999, avg:1394977586.2 +Numeric std dev: 774736.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:0 (0.0%), false:4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:38,154, avg:28.5 +Numeric std dev: 176.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,003,121, int:205,988 +Booleans: true:0 (0.0%), false:4,003,121 (100.0%) +Numeric values: 205,988 total +Numeric range: min:1,393,632,221, max:1,441,736,360, avg:1395443050.6 +Numeric std dev: 3413343.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:0 (0.0%), false:4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,560,611, str:648,498 +Null/Empty: null:3,560,611, empty_str:108,327 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 22 (0.0%) + 'number': 13 (0.0%) + 'xbox': 11 (0.0%) + 'Camera': 10 (0.0%) + 'blue': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:36,595, avg:9.5 +Numeric std dev: 89.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:0 (0.0%), false:4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:315,291 (7.5%), false:3,893,818 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,765,857, str:443,252 +Null/Empty: null:3,765,857, empty_str:38,129 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 448 (0.1%) + 'normal': 206 (0.1%) + 'discussion': 156 (0.0%) + 'official': 135 (0.0%) + 'pc': 132 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_1z825v': 1 (0.0%) + 't3_1z825w': 1 (0.0%) + 't3_1z825x': 1 (0.0%) + 't3_1z825y': 1 (0.0%) + 't3_1z825z': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:9, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 4,207,678 (100.0%) + 1: 1,357 (0.0%) + 2: 56 (0.0%) + 3: 7 (0.0%) + 4: 4 (0.0%) + 5: 3 (0.0%) + 6: 2 (0.0%) + 9: 1 (0.0%) + 7: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:4,205,359 (99.9%), false:3,750 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1z825v': 1 (0.0%) + '1z825w': 1 (0.0%) + '1z825x': 1 (0.0%) + '1z825y': 1 (0.0%) + '1z825z': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 338 (0.0%) + 'louistoldmeto': 16 (0.0%) + 'rising_threads_bot': 8 (0.0%) + 'Abe-Shinzo': 7 (0.0%) + 'fringebot5001': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:1,734,065 (41.2%), false:2,475,044 (58.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,781,808, str:427,301 +Null/Empty: null:3,781,808, empty_str:5,839 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 192 (0.0%) + 'Discussion': 97 (0.0%) + 'discussion': 97 (0.0%) + 'Question': 75 (0.0%) + '6th Gen': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Bitcoin/comments/1z825v/difficulty_is_nuts_what...': 1 (0.0%) + '/r/moviescirclejerk/comments/1z825w/im_a_huge_godz...': 1 (0.0%) + '/r/offbeat/comments/1z825x/the_luxury_of_heated_si...': 1 (0.0%) + '/r/hamsters/comments/1z825y/age/': 1 (0.0%) + '/r/Cartalk/comments/1z825z/alternator_or_battery/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +Null/Empty: empty_str:2,826,558 +String length avg: 626.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + '[Verification Pic](http://i.imgur.com/rTf7zqY.jpg)...': 2 (0.0%) + '--- + +###[Stream Link](http://cytu.be/r/NXTWreddit)...': 2 (0.0%) + 'Hi Reddit! I know this is a stretch but I've seen ...': 2 (0.0%) + 'I know everything about kaijus and shit, I'm gonna...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,786,047, dict:423,062 +Null/Empty: null:3,786,047 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:0, max:38,154, avg:28.5 +Numeric std dev: 176.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Numeric range: min:1,441,600,090, max:1,443,168,495, avg:1441844730.4 +Numeric std dev: 81243.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1393632907': 7 (0.0%) + '1393632010': 6 (0.0%) + '1393632036': 6 (0.0%) + '1393632164': 6 (0.0%) + '1393632166': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:3,557,007, str:652,102 +Null/Empty: null:3,557,007, empty_str:160,715 +String length avg: 20.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mound Hunter': 18 (0.0%) + 'PC': 8 (0.0%) + 'Mod': 6 (0.0%) + '18': 5 (0.0%) + '17': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,209,109/4,209,109 (100.0%) +Types: dict:4,209,109 +Null/Empty: empty_obj:3,786,047 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 302 (0.0%) + 'imgur.com': 263 (0.0%) + 'youtube.com': 155 (0.0%) + 'self.AskReddit': 90 (0.0%) + 'reddit.com': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,209,109/4,209,109 (100.0%) +Types: bool:4,209,109 +Booleans: true:912 (0.0%), false:4,208,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,209,109/4,209,109 (100.0%) +Types: int:4,209,109 +Numeric values: 4,209,109 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,209,109 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,108, NoneType:1 +Null/Empty: null:1 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,254 (0.0%) + 'self': 1,013 (0.0%) + 'nsfw': 263 (0.0%) + 'http://d.thumbs.redditmedia.com/Y72Oj7s9gn84B3qE.j...': 6 (0.0%) + 'http://b.thumbs.redditmedia.com/1UUNSguzQlX4Q__m.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,209,109/4,209,109 (100.0%) +Types: NoneType:4,198,185, str:10,924 +Null/Empty: null:4,198,185 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 10,906 (99.8%) + 'admin': 16 (0.1%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,209,109/4,209,109 (100.0%) +Types: str:4,209,109 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Idaho Lawmakers Poised to Vote on Guns on Campus': 4 (0.0%) + 'South African police take Oscar Pistorius’s iPhone...': 3 (0.0%) + 'In Texas, a New Law Lets Defendants Fight Bad Scie...': 2 (0.0%) + 'You spin me right round, like a record baby.': 2 (0.0%) + 'Space Battleship Yamato: Movie [Blu-ray] (2010)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,209,109/4,209,109 (100.0%) +Types: dict:4,209,109 +Null/Empty: empty_obj:3,892,381 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,205,495/4,209,109 (99.9%) +Types: NoneType:4,205,495 +Null/Empty: null:4,205,495 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,205,495/4,209,109 (99.9%) +Types: str:4,205,495 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 80 (0.0%) + 't5_2s7tt': 61 (0.0%) + 't5_2qh33': 60 (0.0%) + 't5_2rfxx': 30 (0.0%) + 't5_2zswz': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,205,495/4,209,109 (99.9%) +Types: NoneType:4,205,495 +Null/Empty: null:4,205,495 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,205,495/4,209,109 (99.9%) +Types: NoneType:4,205,495 +Null/Empty: null:4,205,495 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,205,495/4,209,109 (99.9%) +Types: str:4,205,495 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 80 (0.0%) + 'AdviceAnimals': 61 (0.0%) + 'funny': 60 (0.0%) + 'leagueoflegends': 30 (0.0%) + 'CookingRecipesStuff': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3,614/4,209,109 (0.1%) +Types: str:3,614 +String length avg: 50.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.kickstarter.com/projects/ludicreations/...': 14 (0.4%) + 'http://www.gglip.com': 14 (0.4%) + 'http://chai-me.com': 13 (0.4%) + 'http://www.besthostnews.com/why-siteground-is-grea...': 10 (0.3%) + 'http://www.clarkmaurice.com': 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,614/4,209,109 (0.1%) +Types: bool:3,614 +Booleans: true:3,614 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 3,614/4,209,109 (0.1%) +Types: bool:3,614 +Booleans: true:279 (7.7%), false:3,335 (92.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3,614/4,209,109 (0.1%) +Types: str:3,614 +Null/Empty: empty_str:3,614 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3,614/4,209,109 (0.1%) +Types: NoneType:3,614 +Null/Empty: null:3,614 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 71/4,209,109 (0.0%) +Types: str:71 +String length avg: 4.1 +Unique strings tracked: 3 +String values distribution: + 'self': 62 (87.3%) + 'link': 8 (11.3%) + 'rich:video': 1 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 71/4,209,109 (0.0%) +Types: dict:71 + +================================================================================ + +================================================================================ +FILE: RS_2014-04.jsonl +Analysis Time: 2026-01-15 07:31:06 +================================================================================ +Total lines: 4,115,035 +Processed lines: 4,115,035 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:0 (0.0%), false:4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:1,396,314,001, max:1,398,905,999, avg:1397611260.1 +Numeric std dev: 754898.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,803,917, dict:311,118 +Null/Empty: null:3,803,917 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 69.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=9B7Kv9R7b3A&t=...': 4 (0.0%) + 'http://www.thedailybeast.com/articles/2014/03/28/r...': 3 (0.0%) + 'http://i.imgur.com/kdtXmZo.jpg': 3 (0.0%) + 'http://milfs.everydayhos.com/hot-milf-photos/gorge...': 3 (0.0%) + 'http://www.economist.com/blogs/americasview/2014/0...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:0, max:12,593, avg:28.6 +Numeric std dev: 177.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:3,913,330, int:201,705 +Booleans: true:0 (0.0%), false:3,913,330 (100.0%) +Numeric values: 201,705 total +Numeric range: min:1,396,310,590, max:1,441,566,205, avg:1398023111.1 +Numeric std dev: 3051960.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:0 (0.0%), false:4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:0, max:9, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 6 +Numeric values distribution: + 0: 4,113,463 (100.0%) + 1: 1,486 (0.0%) + 2: 70 (0.0%) + 3: 11 (0.0%) + 4: 4 (0.0%) + 9: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,680,508, str:434,527 +Null/Empty: null:3,680,508, empty_str:31,147 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 269 (0.1%) + 'normal': 194 (0.0%) + 'stream': 176 (0.0%) + 'discussion': 160 (0.0%) + 'pc': 134 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_21vj0o': 1 (0.0%) + 't3_21vj0p': 1 (0.0%) + 't3_21vj0q': 1 (0.0%) + 't3_21vj0r': 1 (0.0%) + 't3_21vj0s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '21vj0o': 1 (0.0%) + '21vj0p': 1 (0.0%) + '21vj0q': 1 (0.0%) + '21vj0r': 1 (0.0%) + '21vj0s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:4,110,288 (99.9%), false:4,747 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:-1, max:27,181, avg:9.6 +Numeric std dev: 88.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,460,581, str:654,454 +Null/Empty: null:3,460,581, empty_str:110,121 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 26 (0.0%) + 'White': 13 (0.0%) + 'Camera': 11 (0.0%) + 'pc': 11 (0.0%) + '00 team': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:306,044 (7.4%), false:3,808,991 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:0 (0.0%), false:4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:1,717,990 (41.7%), false:2,397,045 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 392 (0.0%) + 'ilguy4cpl': 23 (0.0%) + 'TwylaSohen': 12 (0.0%) + 'louistoldmeto': 10 (0.0%) + 'spitfire25565': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,684,171, str:430,864 +Null/Empty: null:3,684,171, empty_str:5,759 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 166 (0.0%) + 'Stream': 108 (0.0%) + 'Discussion': 87 (0.0%) + 'discussion': 76 (0.0%) + 'Question': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 67.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/21vj0o/dead_people_of_reddit...': 1 (0.0%) + '/r/asoiaf/comments/21vj0p/spoilers_all_if_you_had_...': 1 (0.0%) + '/r/ThisBlewMyMind/comments/21vj0q/tbmm_sea_cucumbe...': 1 (0.0%) + '/r/hot_movies/comments/21vj0r/evacatswithsonny/': 1 (0.0%) + '/r/oculus/comments/21vj0s/its_a_big_deal/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:0, max:12,593, avg:28.6 +Numeric std dev: 177.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Numeric range: min:1,441,556,721, max:1,443,168,480, avg:1441578785.1 +Numeric std dev: 27382.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +Null/Empty: empty_str:2,761,368 +String length avg: 620.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'With the demise of the [Williams EJ-22](http://en....': 2 (0.0%) + 'X': 2 (0.0%) + 'I saw The Grand Budapest Hotel recently and absolu...': 2 (0.0%) + 'My fiancé (34) and I (27F) have been together for ...': 2 (0.0%) + '.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,700,386, dict:414,649 +Null/Empty: null:3,700,386 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,115,035/4,115,035 (100.0%) +Types: bool:4,115,035 +Booleans: true:986 (0.0%), false:4,114,049 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 301 (0.0%) + 'i.imgur.com': 278 (0.0%) + 'youtube.com': 192 (0.0%) + 'self.AskReddit': 111 (0.0%) + 'reddit.com': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:3,448,756, str:666,279 +Null/Empty: null:3,448,756, empty_str:159,803 +String length avg: 20.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '15': 13 (0.0%) + 'Subreddit Creator': 13 (0.0%) + '16': 7 (0.0%) + '/r/PixelDungeon/wiki/index': 7 (0.0%) + 'Verified!': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1396310800': 8 (0.0%) + '1396311239': 8 (0.0%) + '1396310799': 7 (0.0%) + '1396310808': 7 (0.0%) + '1396310407': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,115,035/4,115,035 (100.0%) +Types: dict:4,115,035 +Null/Empty: empty_obj:3,700,386 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,115,035/4,115,035 (100.0%) +Types: dict:4,115,035 +Null/Empty: empty_obj:3,803,917 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 53.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Republicans Begin Campaign For Next House Intel Ch...': 3 (0.0%) + 'An oil fund for Venezuela: What if they had saved ...': 3 (0.0%) + 'Arizona State Senator Blocks Funding for Long-Soug...': 3 (0.0%) + 'WATCH: Innocent girl gets taken down by Tucson Pol...': 2 (0.0%) + 'Do you like my perfectly round and perky titty? [f...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,115,035/4,115,035 (100.0%) +Types: str:4,115,035 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,242 (0.0%) + 'self': 997 (0.0%) + 'nsfw': 290 (0.0%) + 'http://d.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 5 (0.0%) + 'http://d.thumbs.redditmedia.com/-H1NWidGj1s-uoHW.j...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,115,035/4,115,035 (100.0%) +Types: int:4,115,035 +Numeric values: 4,115,035 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,115,035 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,115,035/4,115,035 (100.0%) +Types: NoneType:4,103,453, str:11,582 +Null/Empty: null:4,103,453 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 11,552 (99.7%) + 'admin': 28 (0.2%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,110,457/4,115,035 (99.9%) +Types: NoneType:4,110,457 +Null/Empty: null:4,110,457 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,110,457/4,115,035 (99.9%) +Types: str:4,110,457 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 88 (0.0%) + 't5_2s7tt': 59 (0.0%) + 't5_2qh33': 50 (0.0%) + 't5_2v7jt': 31 (0.0%) + 't5_2zswz': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,110,457/4,115,035 (99.9%) +Types: NoneType:4,110,457 +Null/Empty: null:4,110,457 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,110,457/4,115,035 (99.9%) +Types: NoneType:4,110,457 +Null/Empty: null:4,110,457 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,110,457/4,115,035 (99.9%) +Types: str:4,110,457 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 88 (0.0%) + 'AdviceAnimals': 59 (0.0%) + 'funny': 50 (0.0%) + 'NaughtyAlysha': 31 (0.0%) + 'CookingRecipesStuff': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,578/4,115,035 (0.1%) +Types: str:4,578 +String length avg: 50.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=xwUC1Legy3M': 11 (0.2%) + 'http://google.com': 9 (0.2%) + 'http://reddit.com': 7 (0.2%) + 'https://www.4virtuals.com': 7 (0.2%) + 'http://sportsentertainmentfan.com/are-you-a-selfis...': 7 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,578/4,115,035 (0.1%) +Types: bool:4,578 +Booleans: true:4,578 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,578/4,115,035 (0.1%) +Types: bool:4,578 +Booleans: true:289 (6.3%), false:4,289 (93.7%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,578/4,115,035 (0.1%) +Types: NoneType:4,578 +Null/Empty: null:4,578 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,578/4,115,035 (0.1%) +Types: str:4,578 +Null/Empty: empty_str:4,578 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 83/4,115,035 (0.0%) +Types: str:83 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 76 (91.6%) + 'link': 5 (6.0%) + 'image': 2 (2.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 83/4,115,035 (0.0%) +Types: dict:83 + +================================================================================ + +================================================================================ +FILE: RS_2014-05.jsonl +Analysis Time: 2026-01-15 07:35:00 +================================================================================ +Total lines: 4,162,070 +Processed lines: 4,162,070 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 375 (0.0%) + 'TwylaSohen': 9 (0.0%) + 'accountt1234': 8 (0.0%) + 'davidreiss666': 4 (0.0%) + 'AutoModerator': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:1,765,461 (42.4%), false:2,396,609 (57.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,497,514, str:664,556 +Null/Empty: null:3,497,514, empty_str:111,831 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 20 (0.0%) + 'BlondeBatch': 17 (0.0%) + 'Orange': 13 (0.0%) + 'i-gpcm-steam': 13 (0.0%) + '2': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:30,931, avg:9.6 +Numeric std dev: 87.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:0 (0.0%), false:4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:313,658 (7.5%), false:3,848,412 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_24ew4x': 1 (0.0%) + 't3_24ew4y': 1 (0.0%) + 't3_24ew50': 1 (0.0%) + 't3_24ew51': 1 (0.0%) + 't3_24ew52': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,690,241, str:471,829 +Null/Empty: null:3,690,241, empty_str:35,949 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 232 (0.1%) + 'normal': 183 (0.0%) + 'discussion': 163 (0.0%) + 'e': 134 (0.0%) + 'question': 128 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:17, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 4,160,191 (100.0%) + 1: 1,776 (0.0%) + 2: 72 (0.0%) + 3: 17 (0.0%) + 4: 8 (0.0%) + 7: 2 (0.0%) + 8: 1 (0.0%) + 12: 1 (0.0%) + 17: 1 (0.0%) + 6: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '24ew4x': 1 (0.0%) + '24ew4y': 1 (0.0%) + '24ew50': 1 (0.0%) + '24ew51': 1 (0.0%) + '24ew52': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:4,157,707 (99.9%), false:4,363 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:3,955,045, int:207,025 +Booleans: true:0 (0.0%), false:3,955,045 (100.0%) +Numeric values: 207,025 total +Numeric range: min:1,398,902,856, max:1,441,488,632, avg:1400648094.9 +Numeric std dev: 2918203.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:29,470, avg:28.4 +Numeric std dev: 177.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:0 (0.0%), false:4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,840,616, dict:321,454 +Null/Empty: null:3,840,616 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 70.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.zerohedge.com/news/2014-04-30/want-fix-...': 4 (0.0%) + 'http://i.imgur.com/15XTWaF.jpg': 4 (0.0%) + 'http://www.youtube.com/watch?v=Pz3xWoKUdO0&lis...': 2 (0.0%) + 'http://netofeverything.blogspot.com/2014/04/show-a...': 2 (0.0%) + 'http://i.imgur.com/JTsaXl0.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:1,398,906,000, max:1,401,584,399, avg:1400248020.3 +Numeric std dev: 772813.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:0 (0.0%), false:4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,162,070 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +Null/Empty: empty_str:2 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,111 (0.0%) + 'self': 1,018 (0.0%) + 'nsfw': 241 (0.0%) + 'http://c.thumbs.redditmedia.com/aaV_7APss2x5an_D.j...': 6 (0.0%) + 'http://c.thumbs.redditmedia.com/XmrOIZrF8DqzjOk8.j...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:4,149,476, str:12,594 +Null/Empty: null:4,149,476 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 12,569 (99.8%) + 'admin': 24 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 53.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Want To Fix Income/Wealth Inequality? Here's How': 4 (0.0%) + 'Zafira and Mira Sunset': 4 (0.0%) + 'What Really Happened Radio Show: Michael Rivero We...': 2 (0.0%) + 'SHOW-AND-TELL Google+ LIVE Hangout! Wednesday nigh...': 2 (0.0%) + '[TUT] - Collapsing Floor - Point of no return!': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,162,070/4,162,070 (100.0%) +Types: dict:4,162,070 +Null/Empty: empty_obj:3,840,616 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1398902723': 7 (0.0%) + '1398902853': 7 (0.0%) + '1398903123': 7 (0.0%) + '1398903207': 7 (0.0%) + '1398903215': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,492,349, str:669,721 +Null/Empty: null:3,492,349, empty_str:158,928 +String length avg: 20.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'BlondeBatch': 14 (0.0%) + 'One voice of many': 5 (0.0%) + '18': 5 (0.0%) + 'Moderator': 5 (0.0%) + 'Raptors': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,162,070/4,162,070 (100.0%) +Types: dict:4,162,070 +Null/Empty: empty_obj:3,735,525 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 317 (0.0%) + 'imgur.com': 236 (0.0%) + 'youtube.com': 171 (0.0%) + 'self.AskReddit': 84 (0.0%) + 'youtu.be': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,162,070/4,162,070 (100.0%) +Types: bool:4,162,070 +Booleans: true:918 (0.0%), false:4,161,152 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +Null/Empty: empty_str:2,776,117 +String length avg: 634.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + 'Just curious. ': 2 (0.0%) + 'Question - http://imgur.com/YiTEHPs +What do I have...': 2 (0.0%) + '^': 2 (0.0%) + 'Want to be held accountable by the community or ju...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,735,525, dict:426,545 +Null/Empty: null:3,735,525 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:0, max:29,470, avg:28.4 +Numeric std dev: 177.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,162,070/4,162,070 (100.0%) +Types: int:4,162,070 +Numeric values: 4,162,070 total +Numeric range: min:1,441,331,598, max:1,443,168,454, avg:1441465585.8 +Numeric std dev: 101654.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,162,070/4,162,070 (100.0%) +Types: NoneType:3,697,993, str:464,077 +Null/Empty: null:3,697,993, empty_str:5,819 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 130 (0.0%) + 'Discussion': 105 (0.0%) + 'Question': 70 (0.0%) + 'Stream': 58 (0.0%) + 'Video': 48 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,162,070/4,162,070 (100.0%) +Types: str:4,162,070 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AntiAntiJokes/comments/24ew4x/what_do_get_when_...': 1 (0.0%) + '/r/TheBluePill/comments/24ew4y/even_during_the_day...': 1 (0.0%) + '/r/mflb/comments/24ew50/i_just_ordered_my_mflb/': 1 (0.0%) + '/r/GameDeals/comments/24ew51/gamersgate_civilizati...': 1 (0.0%) + '/r/videos/comments/24ew52/samsung/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,157,840/4,162,070 (99.9%) +Types: NoneType:4,157,840 +Null/Empty: null:4,157,840 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,157,840/4,162,070 (99.9%) +Types: NoneType:4,157,840 +Null/Empty: null:4,157,840 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,157,840/4,162,070 (99.9%) +Types: str:4,157,840 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 71 (0.0%) + 't5_2qh33': 57 (0.0%) + 't5_2s7tt': 54 (0.0%) + 't5_2qh1e': 32 (0.0%) + 't5_2zswz': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,157,840/4,162,070 (99.9%) +Types: NoneType:4,157,840 +Null/Empty: null:4,157,840 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,157,840/4,162,070 (99.9%) +Types: str:4,157,840 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 71 (0.0%) + 'funny': 57 (0.0%) + 'AdviceAnimals': 54 (0.0%) + 'videos': 32 (0.0%) + 'CookingRecipesStuff': 30 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,230/4,162,070 (0.1%) +Types: bool:4,230 +Booleans: true:4,230 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,230/4,162,070 (0.1%) +Types: str:4,230 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.google.com': 11 (0.3%) + 'http://www.2c2b.tv': 9 (0.2%) + 'http://lifetricks.com': 5 (0.1%) + 'http://www.usapalm.com': 4 (0.1%) + 'http://cheapestpaydayloans.net': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,230/4,162,070 (0.1%) +Types: str:4,230 +Null/Empty: empty_str:4,230 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,230/4,162,070 (0.1%) +Types: bool:4,230 +Booleans: true:297 (7.0%), false:3,933 (93.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,230/4,162,070 (0.1%) +Types: NoneType:4,230 +Null/Empty: null:4,230 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 91/4,162,070 (0.0%) +Types: str:91 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 76 (83.5%) + 'link': 13 (14.3%) + 'image': 2 (2.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 91/4,162,070 (0.0%) +Types: dict:91 + +================================================================================ + +================================================================================ +FILE: RS_2014-06.jsonl +Analysis Time: 2026-01-15 07:38:49 +================================================================================ +Total lines: 4,092,661 +Processed lines: 4,092,661 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:830 (0.0%), false:4,091,831 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 397 (0.0%) + 'imgur.com': 290 (0.0%) + 'youtube.com': 187 (0.0%) + 'self.AskReddit': 108 (0.0%) + 'youtu.be': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,092,661/4,092,661 (100.0%) +Types: dict:4,092,661 +Null/Empty: empty_obj:3,686,263 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,425,193, str:667,468 +Null/Empty: null:3,425,193, empty_str:154,782 +String length avg: 21.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mod/Watcher': 7 (0.0%) + 'Verified!': 5 (0.0%) + 'freezer-burn': 5 (0.0%) + '2015 WRB WRX Limited | 2007 WRB WRX Limited (sold)': 5 (0.0%) + 'BILLS': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1401581849': 7 (0.0%) + '1401580858': 6 (0.0%) + '1401581073': 6 (0.0%) + '1401581199': 6 (0.0%) + '1401581562': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,092,661/4,092,661 (100.0%) +Types: dict:4,092,661 +Null/Empty: empty_obj:3,785,256 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +Null/Empty: empty_str:1 +String length avg: 52.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'll just share my OS X Yosemite release anticipat...': 2 (0.0%) + 'Photo': 2 (0.0%) + 'Brazil': 2 (0.0%) + 'Lili Simmons': 2 (0.0%) + 'In the shower. Want to join?': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:4,080,741, str:11,920 +Null/Empty: null:4,080,741 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 11,904 (99.9%) + 'admin': 15 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,585 (0.0%) + 'self': 1,093 (0.0%) + 'nsfw': 342 (0.0%) + 'http://c.thumbs.redditmedia.com/aaV_7APss2x5an_D.j...': 11 (0.0%) + 'http://f.thumbs.redditmedia.com/7dkCBRaCp3MC_mew.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationships/comments/26zsd1/my_38_m_girlfrien...': 1 (0.0%) + '/r/PS3/comments/26zsd3/can_anyone_help_a_brotha_ou...': 1 (0.0%) + '/r/Guitar/comments/26zsd4/question_on_bending_stri...': 1 (0.0%) + '/r/hot_movies/comments/26zsd5/beautifulbrunettetor...': 1 (0.0%) + '/r/malehairadvice/comments/26zsd6/afro_faux_hawk_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,607,888, str:484,773 +Null/Empty: null:3,607,888, empty_str:4,937 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 137 (0.0%) + 'Discussion': 75 (0.0%) + 'Question': 69 (0.0%) + 'Stream': 67 (0.0%) + 'Summer': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:1,441,288,464, max:1,443,168,437, avg:1441310528.0 +Numeric std dev: 33666.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:0, max:13,736, avg:27.8 +Numeric std dev: 182.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,686,263, dict:406,398 +Null/Empty: null:3,686,263 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +Null/Empty: empty_str:2,712,981 +String length avg: 640.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + 'I was 1.5 kilograms ahead of schedule on my diet, ...': 2 (0.0%) + 'Hello! + +I'm a 19 year old from London and I would ...': 2 (0.0%) + 'Hey all! I'm moving across the country for a wonde...': 2 (0.0%) + '##CivBounty Links Below + +* Report: Click [here](ht...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:4,088,657 (99.9%), false:4,004 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '26zsd1': 1 (0.0%) + '26zsd3': 1 (0.0%) + '26zsd4': 1 (0.0%) + '26zsd5': 1 (0.0%) + '26zsd6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:0, max:70, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,090,782 (100.0%) + 1: 1,757 (0.0%) + 2: 81 (0.0%) + 3: 23 (0.0%) + 4: 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_26zsd1': 1 (0.0%) + 't3_26zsd3': 1 (0.0%) + 't3_26zsd4': 1 (0.0%) + 't3_26zsd5': 1 (0.0%) + 't3_26zsd6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,603,519, str:489,142 +Null/Empty: null:3,603,519, empty_str:37,615 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 278 (0.1%) + 'normal': 158 (0.0%) + 'discussion': 148 (0.0%) + 'stream': 135 (0.0%) + 'e': 120 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:344,205 (8.4%), false:3,748,456 (91.6%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:0 (0.0%), false:4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:-1, max:146,676, avg:9.7 +Numeric std dev: 116.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,435,311, str:657,350 +Null/Empty: null:3,435,311, empty_str:110,602 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 20 (0.0%) + 'Camera': 16 (0.0%) + '6': 13 (0.0%) + 'us': 13 (0.0%) + 'White': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:1,760,475 (43.0%), false:2,332,186 (57.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 392 (0.0%) + 'louistoldmeto': 53 (0.0%) + 'havoc_bot': 9 (0.0%) + 'rotoreuters': 8 (0.0%) + 'AutoModerator': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:0 (0.0%), false:4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:1,401,584,400, max:1,404,176,399, avg:1402884430.7 +Numeric std dev: 747032.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,092,661/4,092,661 (100.0%) +Types: NoneType:3,785,256, dict:307,405 +Null/Empty: null:3,785,256 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,092,661/4,092,661 (100.0%) +Types: str:4,092,661 +String length avg: 70.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/PX5aC': 3 (0.0%) + 'http://imgur.com/qpbOUpb': 3 (0.0%) + 'https://www.behance.net/gallery/17322675/OS-X-Yose...': 2 (0.0%) + 'http://imgur.com/a/lfJTP#0': 2 (0.0%) + 'http://imgur.com/a/RUrSG': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:4,092,661 +Booleans: true:0 (0.0%), false:4,092,661 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,092,661/4,092,661 (100.0%) +Types: int:4,092,661 +Numeric values: 4,092,661 total +Numeric range: min:0, max:13,736, avg:27.8 +Numeric std dev: 182.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,092,661/4,092,661 (100.0%) +Types: bool:3,887,067, int:205,594 +Booleans: true:0 (0.0%), false:3,887,067 (100.0%) +Numeric values: 205,594 total +Numeric range: min:1,401,581,061, max:1,441,251,708, avg:1403266629.4 +Numeric std dev: 2719951.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,088,823/4,092,661 (99.9%) +Types: str:4,088,823 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 83 (0.0%) + 'CookingRecipesStuff': 57 (0.0%) + 'funny': 44 (0.0%) + 'pics': 40 (0.0%) + 'leagueoflegends': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,088,823/4,092,661 (99.9%) +Types: NoneType:4,088,823 +Null/Empty: null:4,088,823 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,088,823/4,092,661 (99.9%) +Types: str:4,088,823 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 83 (0.0%) + 't5_2zswz': 57 (0.0%) + 't5_2qh33': 44 (0.0%) + 't5_2qh0u': 40 (0.0%) + 't5_2rfxx': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,088,823/4,092,661 (99.9%) +Types: NoneType:4,088,823 +Null/Empty: null:4,088,823 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,088,823/4,092,661 (99.9%) +Types: NoneType:4,088,823 +Null/Empty: null:4,088,823 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 3,838/4,092,661 (0.1%) +Types: str:3,838 +Null/Empty: empty_str:3,838 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 3,838/4,092,661 (0.1%) +Types: bool:3,838 +Booleans: true:196 (5.1%), false:3,642 (94.9%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 3,838/4,092,661 (0.1%) +Types: str:3,838 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://ruthadiomande.com': 13 (0.3%) + 'https://www.healthstored.com': 8 (0.2%) + 'http://www.rasa.org.au/takecontrol': 7 (0.2%) + 'http://google.com': 6 (0.2%) + 'http://carnivoreclub.co': 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 3,838/4,092,661 (0.1%) +Types: NoneType:3,838 +Null/Empty: null:3,838 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 3,838/4,092,661 (0.1%) +Types: bool:3,838 +Booleans: true:3,838 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 102/4,092,661 (0.0%) +Types: dict:102 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 102/4,092,661 (0.0%) +Types: str:102 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 97 (95.1%) + 'image': 3 (2.9%) + 'link': 2 (2.0%) + +================================================================================ + +================================================================================ +FILE: RS_2014-07.jsonl +Analysis Time: 2026-01-15 07:43:07 +================================================================================ +Total lines: 4,502,441 +Processed lines: 4,502,441 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,872,114, str:630,327 +Null/Empty: null:3,872,114, empty_str:7,741 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 129 (0.0%) + 'Question': 75 (0.0%) + 'Discussion': 74 (0.0%) + 'serious replies only': 52 (0.0%) + 'USD$': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/UsenetInvites/comments/29ios5/w_dognzb_invite_p...': 1 (0.0%) + '/r/ImGoingToHellForThis/comments/29ios6/looks_like...': 1 (0.0%) + '/r/KimberlyLeon/comments/29ios7/download_moble_pho...': 1 (0.0%) + '/r/hearthstone/comments/29ios8/patch_fixing_the_cu...': 1 (0.0%) + '/r/friendsafari/comments/29ios9/looking_for_noibat...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:0, max:24,517, avg:26.7 +Numeric std dev: 180.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:1,441,241,315, max:1,443,168,411, avg:1441267537.1 +Numeric std dev: 72030.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +Null/Empty: empty_str:2,975,484 +String length avg: 658.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'UNDER CO.': 11 (0.0%) + 'Thanks.': 2 (0.0%) + 'I work in a big corporate firm in Victoria and was...': 2 (0.0%) + 'http://theshl.b1.jcink.com/index.php I am Prikulis...': 2 (0.0%) + ':D': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:4,057,825, dict:444,616 +Null/Empty: null:4,057,825 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 268 (0.0%) + 'youtube.com': 192 (0.0%) + 'imgur.com': 191 (0.0%) + 'self.AskReddit': 70 (0.0%) + 'reddit.com': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:938 (0.0%), false:4,501,503 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1404172829': 9 (0.0%) + '1404173561': 9 (0.0%) + '1404173008': 7 (0.0%) + '1404173163': 7 (0.0%) + '1404173526': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,715,038, str:787,403 +Null/Empty: null:3,715,038, empty_str:178,156 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'One voice of many': 8 (0.0%) + 'Our Good Medicus': 8 (0.0%) + '17': 7 (0.0%) + 'Top & Pool Contributor!': 7 (0.0%) + 'Actually a time travelling slug named Rick.': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,502,441/4,502,441 (100.0%) +Types: dict:4,502,441 +Null/Empty: empty_obj:4,057,825 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Intelligence Agencies Conducted Broad Sweep Of War...': 3 (0.0%) + 'Even if you say no, he's your master and it's your...': 2 (0.0%) + '"Laughs" on Fox looking for original content': 2 (0.0%) + 'Michael Jackson - Beat the land of YMCA (mashup) [...': 2 (0.0%) + 'http://www.johnkenneyislegit.moreforum.com/forums/...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,502,441/4,502,441 (100.0%) +Types: dict:4,502,441 +Null/Empty: empty_obj:4,169,855 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 18.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,174 (0.0%) + 'self': 1,108 (0.0%) + 'nsfw': 261 (0.0%) + 'http://b.thumbs.redditmedia.com/pTu2mua7xC_DHVlk.j...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/oz97Xv4PBzR1oJDF.j...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:4,489,258, str:13,183 +Null/Empty: null:4,489,258 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 13,152 (99.8%) + 'admin': 30 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:0 (0.0%), false:4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 72.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.huffingtonpost.com/2014/06/30/warrantle...': 3 (0.0%) + 'http://i.imgur.com/HmiF1rT.jpg': 3 (0.0%) + 'http://38.media.tumblr.com/9f4363b82f45fbf14bf812a...': 2 (0.0%) + 'http://www.reddit.com/r/DotA2/comments/29ioua/dota...': 2 (0.0%) + 'https://www.youtube.com/watch?v=onBwTHpU1mk': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:4,169,855, dict:332,586 +Null/Empty: null:4,169,855 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:1,404,176,400, max:1,406,854,799, avg:1405549800.2 +Numeric std dev: 773033.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:0, max:24,517, avg:26.7 +Numeric std dev: 180.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,269,270, int:233,171 +Booleans: true:0 (0.0%), false:4,269,270 (100.0%) +Numeric values: 233,171 total +Numeric range: min:1,404,173,140, max:1,442,281,234, avg:1405926538.4 +Numeric std dev: 2647036.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:0 (0.0%), false:4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:0, max:20, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 4,500,011 (99.9%) + 1: 2,257 (0.1%) + 2: 123 (0.0%) + 3: 28 (0.0%) + 4: 14 (0.0%) + 5: 3 (0.0%) + 6: 2 (0.0%) + 20: 1 (0.0%) + 9: 1 (0.0%) + 19: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_29ios5': 1 (0.0%) + 't3_29ios6': 1 (0.0%) + 't3_29ios7': 1 (0.0%) + 't3_29ios8': 1 (0.0%) + 't3_29ios9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,867,973, str:634,468 +Null/Empty: null:3,867,973, empty_str:41,979 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'general': 238 (0.0%) + 'discussion': 155 (0.0%) + 'question': 128 (0.0%) + 'one': 116 (0.0%) + 'media': 106 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:4,497,820 (99.9%), false:4,621 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '29ios5': 1 (0.0%) + '29ios6': 1 (0.0%) + '29ios7': 1 (0.0%) + '29ios8': 1 (0.0%) + '29ios9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,502,441/4,502,441 (100.0%) +Types: int:4,502,441 +Numeric values: 4,502,441 total +Numeric range: min:-3, max:43,270, avg:9.8 +Numeric std dev: 94.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,502,441/4,502,441 (100.0%) +Types: NoneType:3,730,758, str:771,683 +Null/Empty: null:3,730,758, empty_str:120,717 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 24 (0.0%) + 'tier0': 13 (0.0%) + 'Camera': 11 (0.0%) + 'White': 11 (0.0%) + 'pennant teamc9': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:0 (0.0%), false:4,502,441 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:343,361 (7.6%), false:4,159,080 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,502,441/4,502,441 (100.0%) +Types: bool:4,502,441 +Booleans: true:1,954,958 (43.4%), false:2,547,483 (56.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,502,441/4,502,441 (100.0%) +Types: str:4,502,441 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 356 (0.0%) + 'louistoldmeto': 29 (0.0%) + 'rotoreuters': 11 (0.0%) + 'TargetPlayerProgram': 10 (0.0%) + 'Blankman87': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,498,020/4,502,441 (99.9%) +Types: str:4,498,020 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 59 (0.0%) + 'CookingRecipesStuff': 35 (0.0%) + 'funny': 31 (0.0%) + 'pics': 31 (0.0%) + 'friendsafari': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,498,020/4,502,441 (99.9%) +Types: NoneType:4,498,020 +Null/Empty: null:4,498,020 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,498,020/4,502,441 (99.9%) +Types: str:4,498,020 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 59 (0.0%) + 't5_2zswz': 35 (0.0%) + 't5_2qh33': 31 (0.0%) + 't5_2qh0u': 31 (0.0%) + 't5_2yt52': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,498,020/4,502,441 (99.9%) +Types: NoneType:4,498,020 +Null/Empty: null:4,498,020 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,498,020/4,502,441 (99.9%) +Types: NoneType:4,498,020 +Null/Empty: null:4,498,020 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,421/4,502,441 (0.1%) +Types: bool:4,421 +Booleans: true:4,421 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,421/4,502,441 (0.1%) +Types: str:4,421 +String length avg: 55.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.instamour.com/': 7 (0.2%) + 'http://www.amazon.com/dp/B00LDE5ZFC#': 7 (0.2%) + 'http://www.google.com': 5 (0.1%) + 'http://www.v-ecigs.com': 5 (0.1%) + 'http://google.com': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,421/4,502,441 (0.1%) +Types: bool:4,421 +Booleans: true:429 (9.7%), false:3,992 (90.3%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,421/4,502,441 (0.1%) +Types: NoneType:4,421 +Null/Empty: null:4,421 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,421/4,502,441 (0.1%) +Types: str:4,421 +Null/Empty: empty_str:4,421 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 185/4,502,441 (0.0%) +Types: str:185 +String length avg: 4.0 +Unique strings tracked: 4 +String values distribution: + 'self': 177 (95.7%) + 'link': 4 (2.2%) + 'image': 3 (1.6%) + 'rich:video': 1 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 185/4,502,441 (0.0%) +Types: dict:185 + +================================================================================ + +================================================================================ +FILE: RS_2014-08.jsonl +Analysis Time: 2026-01-15 07:47:29 +================================================================================ +Total lines: 4,596,551 +Processed lines: 4,596,551 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:1,441,192,829, max:1,443,168,282, avg:1441217680.3 +Numeric std dev: 38559.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:0, max:15,139, avg:27.0 +Numeric std dev: 184.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:4,144,931, dict:451,620 +Null/Empty: null:4,144,931 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +Null/Empty: empty_str:3,065,079 +String length avg: 663.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Title.': 2 (0.0%) + 'Link to add me [http://steamcommunity.com/id/atoml...': 2 (0.0%) + '| steamname: Captain + +| steamID32: STEAM_0:0:3...': 1 (0.0%) + 'Anyone with this problem? I have bugbash 1j 25 Jun...': 1 (0.0%) + 'The problem I've seen with most of the recipes I'v...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/atheism/comments/2cafgn/i_am_euphoric/': 1 (0.0%) + '/r/sgsflair/comments/2cafgo/flair_profile_ucaptain...': 1 (0.0%) + '/r/prisonarchitect/comments/2cafgp/my_game_doesnt_...': 1 (0.0%) + '/r/AskWomen/comments/2cafgq/my_parents_gave_a_croc...': 1 (0.0%) + '/r/r4r/comments/2cafgr/27_m4f_baltimore_for_taking...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,949,949, str:646,602 +Null/Empty: null:3,949,949, empty_str:6,299 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 88 (0.0%) + 'Question': 69 (0.0%) + 'serious replies only': 68 (0.0%) + 'Discussion': 65 (0.0%) + 'Stream': 37 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Destroy the Negaverse with cosmic... gift power? J...': 3 (0.0%) + 'RWBY Volume 2: Chapter 1 "Best Day Ever"': 2 (0.0%) + 'Two for one': 2 (0.0%) + 'Why do men successfully commit suicide more often ...': 2 (0.0%) + 'Cher - If I Could Turn Back Time': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,596,551/4,596,551 (100.0%) +Types: dict:4,596,551 +Null/Empty: empty_obj:4,257,600 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:4,582,893, str:13,658 +Null/Empty: null:4,582,893 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 13,620 (99.7%) + 'admin': 37 (0.3%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,550, NoneType:1 +Null/Empty: null:1 +String length avg: 20.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,413 (0.0%) + 'self': 1,297 (0.0%) + 'nsfw': 311 (0.0%) + 'http://b.thumbs.redditmedia.com/Fcj_FzYBDQ8plE4-.j...': 9 (0.0%) + 'http://a.thumbs.redditmedia.com/32CuNx7tUusElx1x.j...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 292 (0.0%) + 'imgur.com': 204 (0.0%) + 'youtube.com': 164 (0.0%) + 'self.AskReddit': 77 (0.0%) + 'self.leagueoflegends': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:902 (0.0%), false:4,595,649 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,596,551/4,596,551 (100.0%) +Types: dict:4,596,551 +Null/Empty: empty_obj:4,144,931 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1406851781': 10 (0.0%) + '1406851486': 8 (0.0%) + '1406852270': 8 (0.0%) + '1406851202': 7 (0.0%) + '1406851529': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,813,712, str:782,839 +Null/Empty: null:3,813,712, empty_str:176,805 +String length avg: 21.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Verified HW': 9 (0.0%) + '1': 7 (0.0%) + 'ICH GCP': 6 (0.0%) + 'Hijacked account': 5 (0.0%) + 'Moderator': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:0 (0.0%), false:4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:0, max:15,139, avg:27.0 +Numeric std dev: 184.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,360,713, int:235,838 +Booleans: true:0 (0.0%), false:4,360,713 (100.0%) +Numeric values: 235,838 total +Numeric range: min:1,406,851,499, max:1,441,229,562, avg:1408547179.6 +Numeric std dev: 2522081.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:0 (0.0%), false:4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 72.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/iFbeV': 3 (0.0%) + 'http://imgur.com/oRUQOkv.jpg': 3 (0.0%) + 'http://takingnote.blogs.nytimes.com/2014/07/31/the...': 2 (0.0%) + 'http://www.youtube.com/watch?v=PzPZ6joXq5Y&fea...': 2 (0.0%) + 'http://imgur.com/a/k6KaB': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:4,257,600, dict:338,951 +Null/Empty: null:4,257,600 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:1,406,854,800, max:1,409,533,199, avg:1408193874.7 +Numeric std dev: 765428.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:1,976,309 (43.0%), false:2,620,242 (57.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 347 (0.0%) + 'louistoldmeto': 29 (0.0%) + 'Ultramat2m': 17 (0.0%) + 'Removal_Rover': 10 (0.0%) + 'European88': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:4,591,654 (99.9%), false:4,897 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2cafgn': 1 (0.0%) + '2cafgo': 1 (0.0%) + '2cafgp': 1 (0.0%) + '2cafgq': 1 (0.0%) + '2cafgr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,938,698, str:657,853 +Null/Empty: null:3,938,698, empty_str:44,989 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 257 (0.0%) + 'removed': 252 (0.0%) + 'general': 177 (0.0%) + 'discussion': 169 (0.0%) + 'serious': 156 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,596,551/4,596,551 (100.0%) +Types: str:4,596,551 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2cafgn': 1 (0.0%) + 't3_2cafgo': 1 (0.0%) + 't3_2cafgp': 1 (0.0%) + 't3_2cafgq': 1 (0.0%) + 't3_2cafgr': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:0, max:31, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 4,593,890 (99.9%) + 1: 2,480 (0.1%) + 2: 129 (0.0%) + 3: 30 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:0 (0.0%), false:4,596,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,596,551/4,596,551 (100.0%) +Types: bool:4,596,551 +Booleans: true:361,329 (7.9%), false:4,235,222 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,596,551/4,596,551 (100.0%) +Types: int:4,596,551 +Numeric values: 4,596,551 total +Numeric range: min:-2, max:35,274, avg:9.6 +Numeric std dev: 89.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,596,551/4,596,551 (100.0%) +Types: NoneType:3,832,647, str:763,904 +Null/Empty: null:3,832,647, empty_str:118,035 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 19 (0.0%) + 'tier0': 10 (0.0%) + 'Vefified Hotwife': 10 (0.0%) + 'Camera': 9 (0.0%) + 'White': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,591,846/4,596,551 (99.9%) +Types: str:4,591,846 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 60 (0.0%) + 'leagueoflegends': 44 (0.0%) + 'funny': 31 (0.0%) + 'CookingRecipesStuff': 29 (0.0%) + 'pics': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,591,846/4,596,551 (99.9%) +Types: NoneType:4,591,846 +Null/Empty: null:4,591,846 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,591,846/4,596,551 (99.9%) +Types: str:4,591,846 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 60 (0.0%) + 't5_2rfxx': 44 (0.0%) + 't5_2qh33': 31 (0.0%) + 't5_2zswz': 29 (0.0%) + 't5_2qh0u': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,591,846/4,596,551 (99.9%) +Types: NoneType:4,591,846 +Null/Empty: null:4,591,846 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,591,846/4,596,551 (99.9%) +Types: NoneType:4,591,846 +Null/Empty: null:4,591,846 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,705/4,596,551 (0.1%) +Types: bool:4,705 +Booleans: true:4,705 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,705/4,596,551 (0.1%) +Types: str:4,705 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.amazon.com/Cost-Living-Diabolical-Russe...': 7 (0.1%) + 'http://test': 6 (0.1%) + 'http://reddit.com': 6 (0.1%) + 'http://google.com': 4 (0.1%) + 'http://example.com': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,705/4,596,551 (0.1%) +Types: str:4,705 +Null/Empty: empty_str:4,705 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,705/4,596,551 (0.1%) +Types: bool:4,705 +Booleans: true:286 (6.1%), false:4,419 (93.9%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,705/4,596,551 (0.1%) +Types: NoneType:4,705 +Null/Empty: null:4,705 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 224/4,596,551 (0.0%) +Types: str:224 +String length avg: 4.1 +Unique strings tracked: 4 +String values distribution: + 'self': 201 (89.7%) + 'link': 15 (6.7%) + 'image': 7 (3.1%) + 'rich:video': 1 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 224/4,596,551 (0.0%) +Types: dict:224 + +================================================================================ + +================================================================================ +FILE: RS_2014-09.jsonl +Analysis Time: 2026-01-15 07:51:54 +================================================================================ +Total lines: 4,567,136 +Processed lines: 4,567,136 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,564,441 (99.9%) + 1: 2,492 (0.1%) + 2: 131 (0.0%) + 3: 44 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2f4i96': 1 (0.0%) + 't3_2f4i97': 1 (0.0%) + 't3_2f4i98': 1 (0.0%) + 't3_2f4i99': 1 (0.0%) + 't3_2f4i9a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,881,460, str:685,676 +Null/Empty: null:3,881,460, empty_str:40,120 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'meta': 292 (0.0%) + 'removed': 239 (0.0%) + 'general': 223 (0.0%) + 'discussion': 175 (0.0%) + 'serious': 134 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2f4i96': 1 (0.0%) + '2f4i97': 1 (0.0%) + '2f4i98': 1 (0.0%) + '2f4i99': 1 (0.0%) + '2f4i9a': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:4,562,275 (99.9%), false:4,861 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:-41, max:31,062, avg:9.3 +Numeric std dev: 88.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,822,324, str:744,812 +Null/Empty: null:3,822,324, empty_str:111,311 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 97 (0.0%) + 'default': 25 (0.0%) + 'Camera': 13 (0.0%) + 'tier0': 12 (0.0%) + 'i-gpcm': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:0 (0.0%), false:4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:343,909 (7.5%), false:4,223,227 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:2,006,762 (43.9%), false:2,560,374 (56.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 400 (0.0%) + 'louistoldmeto': 13 (0.0%) + 'raddit-bot': 11 (0.0%) + 'AutoModerator': 11 (0.0%) + 'apkdownload': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:0 (0.0%), false:4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:4,242,762, dict:324,374 +Null/Empty: null:4,242,762 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 73.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://fifadeals.com/out-the-window/': 6 (0.0%) + 'https://twitter.com/davidsheen/status/344178649446...': 3 (0.0%) + 'http://www.nymeta.co/15-year-old-swatted-gamer-con...': 2 (0.0%) + 'https://twitter.com/Mr_KevinJones/status/506225638...': 2 (0.0%) + 'http://news.sky.com/story/1326157/teenager-convict...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:1,409,533,200, max:1,412,125,199, avg:1410840774.5 +Numeric std dev: 746276.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:0, max:16,826, avg:26.5 +Numeric std dev: 184.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,338,064, int:229,072 +Booleans: true:0 (0.0%), false:4,338,064 (100.0%) +Numeric values: 229,072 total +Numeric range: min:1,409,529,862, max:1,441,179,994, avg:1411175245.9 +Numeric std dev: 2321003.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:0 (0.0%), false:4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 344 (0.0%) + 'imgur.com': 222 (0.0%) + 'youtube.com': 180 (0.0%) + 'self.AskReddit': 89 (0.0%) + 'self.leagueoflegends': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,567,136/4,567,136 (100.0%) +Types: bool:4,567,136 +Booleans: true:805 (0.0%), false:4,566,331 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1409529603': 6 (0.0%) + '1409529640': 6 (0.0%) + '1409529656': 6 (0.0%) + '1409529756': 6 (0.0%) + '1409529926': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,805,694, str:761,442 +Null/Empty: null:3,805,694, empty_str:185,467 +String length avg: 21.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 91 (0.0%) + 'verified': 6 (0.0%) + 'Need more DOT3': 5 (0.0%) + 'Griz': 5 (0.0%) + 'PC': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,567,136/4,567,136 (100.0%) +Types: dict:4,567,136 +Null/Empty: empty_obj:4,141,830 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Out the window': 6 (0.0%) + 'Golda Meir preserved this letter: "Keep all blacks...': 3 (0.0%) + 'Waiting To Soar': 2 (0.0%) + 'All things that do not please god': 2 (0.0%) + 'Rebecca Kaplan Saved The Oakland As For Oakland Sh...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,567,136/4,567,136 (100.0%) +Types: dict:4,567,136 +Null/Empty: empty_obj:4,242,762 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,567,136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,384 (0.0%) + 'self': 1,147 (0.0%) + 'nsfw': 410 (0.0%) + 'http://a.thumbs.redditmedia.com/oKy0oZuwvCk5VW3yx-...': 4 (0.0%) + 'http://b.thumbs.redditmedia.com/LnQa60JIWRtR-WsN1E...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:4,549,650, str:17,486 +Null/Empty: null:4,549,650 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 17,444 (99.8%) + 'admin': 37 (0.2%) + 'special': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:3,898,125, str:669,011 +Null/Empty: null:3,898,125, empty_str:4,050 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'General': 107 (0.0%) + 'Discussion': 76 (0.0%) + 'serious replies only': 65 (0.0%) + 'Question': 62 (0.0%) + 'USD$': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/CookingRecipesStuff/comments/2f4i96/jewish_reci...': 1 (0.0%) + '/r/BostInno/comments/2f4i97/boston_globe_shots_fir...': 1 (0.0%) + '/r/Fitness/comments/2f4i98/does_anybody_else_drink...': 1 (0.0%) + '/r/CookingRecipesStuff/comments/2f4i99/nutrifit_cl...': 1 (0.0%) + '/r/NewSubs/comments/2f4i9a/casa_court_appointed_sp...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:0, max:16,826, avg:26.5 +Numeric std dev: 184.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,567,136/4,567,136 (100.0%) +Types: int:4,567,136 +Numeric values: 4,567,136 total +Numeric range: min:1,441,144,977, max:1,443,168,222, avg:1441169459.5 +Numeric std dev: 36415.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,567,136/4,567,136 (100.0%) +Types: str:4,567,136 +Null/Empty: empty_str:3,008,865 +String length avg: 638.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '.': 2 (0.0%) + 'My cursor is a Whopper!': 2 (0.0%) + 'There's 50g of protein in a carton which is equive...': 1 (0.0%) + ' + +Here are the requirements of the University i wi...': 1 (0.0%) + 'the transphasic cluster torp.. its about time they...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,567,136/4,567,136 (100.0%) +Types: NoneType:4,141,830, dict:425,306 +Null/Empty: null:4,141,830 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,562,503/4,567,136 (99.9%) +Types: NoneType:4,562,503 +Null/Empty: null:4,562,503 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,562,503/4,567,136 (99.9%) +Types: NoneType:4,562,503 +Null/Empty: null:4,562,503 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,562,503/4,567,136 (99.9%) +Types: NoneType:4,562,503 +Null/Empty: null:4,562,503 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,562,503/4,567,136 (99.9%) +Types: str:4,562,503 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2rfxx': 52 (0.0%) + 't5_2qh1i': 52 (0.0%) + 't5_2qh33': 43 (0.0%) + 't5_2zswz': 42 (0.0%) + 't5_2s7tt': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,562,503/4,567,136 (99.9%) +Types: str:4,562,503 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'leagueoflegends': 52 (0.0%) + 'AskReddit': 52 (0.0%) + 'funny': 43 (0.0%) + 'CookingRecipesStuff': 42 (0.0%) + 'AdviceAnimals': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,633/4,567,136 (0.1%) +Types: bool:4,633 +Booleans: true:196 (4.2%), false:4,437 (95.8%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,633/4,567,136 (0.1%) +Types: str:4,633 +Null/Empty: empty_str:4,633 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,633/4,567,136 (0.1%) +Types: bool:4,633 +Booleans: true:4,633 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,633/4,567,136 (0.1%) +Types: str:4,633 +String length avg: 52.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://youtu.be/n7nfuFdEDOY?list=PLV3DqCeVRxgSLS6H...': 9 (0.2%) + 'http://www.google.com': 8 (0.2%) + 'http://indochino.com': 8 (0.2%) + 'http://www.qualifycomics.com': 7 (0.2%) + 'http://google.com': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,633/4,567,136 (0.1%) +Types: NoneType:4,633 +Null/Empty: null:4,633 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 170/4,567,136 (0.0%) +Types: str:170 +String length avg: 4.0 +Unique strings tracked: 3 +String values distribution: + 'self': 157 (92.4%) + 'link': 8 (4.7%) + 'image': 5 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 170/4,567,136 (0.0%) +Types: dict:170 + +================================================================================ + +================================================================================ +FILE: RS_2014-10.jsonl +Analysis Time: 2026-01-15 07:56:31 +================================================================================ +Total lines: 4,831,580 +Processed lines: 4,831,580 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,831,580/4,831,580 (100.0%) +Types: dict:4,831,580 +Null/Empty: empty_obj:4,489,582 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +Null/Empty: empty_str:1 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '40 Little Decisions That Will Deeply Enrich Your L...': 4 (0.0%) + 'USAID Addressing Ebola in the Wake of Espionage Ch...': 3 (0.0%) + 'Swinger': 3 (0.0%) + 'Campaign x': 2 (0.0%) + 'Start of Racing Room': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,815,306, str:16,274 +Null/Empty: null:4,815,306 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 16,239 (99.8%) + 'admin': 34 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 25.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,430 (0.0%) + 'self': 1,366 (0.0%) + 'nsfw': 324 (0.0%) + 'http://a.thumbs.redditmedia.com/btqAQ26s143hiRWdDa...': 9 (0.0%) + 'http://b.thumbs.redditmedia.com/ixo3WTuaerjaLdy_Ch...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:865 (0.0%), false:4,830,715 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 247 (0.0%) + 'youtube.com': 148 (0.0%) + 'imgur.com': 122 (0.0%) + 'reddit.com': 64 (0.0%) + 'self.Fireteams': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,831,580/4,831,580 (100.0%) +Types: dict:4,831,580 +Null/Empty: empty_obj:4,379,330 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,005,368, str:826,212 +Null/Empty: null:4,005,368, empty_str:198,564 +String length avg: 21.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 117 (0.0%) + 'Top & Pool Contributor!': 9 (0.0%) + 'Mod': 5 (0.0%) + 'verified': 5 (0.0%) + 'swiggity swag ben is a fag': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1412122041': 8 (0.0%) + '1412121801': 7 (0.0%) + '1412121884': 7 (0.0%) + '1412122113': 7 (0.0%) + '1412122293': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:1,441,094,100, max:1,443,168,193, avg:1441120092.9 +Numeric std dev: 34954.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:0, max:56,263, avg:26.9 +Numeric std dev: 190.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,379,330, dict:452,250 +Null/Empty: null:4,379,330 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +Null/Empty: empty_str:3,102,336 +String length avg: 618.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'title': 2 (0.0%) + 'one that doesn't: https://www.youtube.com/watch?v=...': 1 (0.0%) + 'As in the title here is my [Mardu](http://tappedou...': 1 (0.0%) + 'Ok so to this day I'm still not sure if it was the...': 1 (0.0%) + 'I imagine this is a must win game if our hopes of ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/explainlikeimfive/comments/2hxwxj/eli5_why_do_s...': 1 (0.0%) + '/r/BTCNews/comments/2hxwxk/top_bitcoin_vcs_back_co...': 1 (0.0%) + '/r/ExposurePorn/comments/2hxwxl/peacock_led_plus_s...': 1 (0.0%) + '/r/ModerationLog/comments/2hxwxm/first_ebola_case_...': 1 (0.0%) + '/r/hiphopheads/comments/2hxwxn/ayekay_the_influenc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:3,988,126, str:843,454 +Null/Empty: null:3,988,126, empty_str:4,969 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 164 (0.0%) + 'Xbox One': 164 (0.0%) + 'Discussion': 80 (0.0%) + 'AutoModerator@null': 73 (0.0%) + 'Trade': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:2,193,839 (45.4%), false:2,637,741 (54.6%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 336 (0.0%) + 'louistoldmeto': 29 (0.0%) + 'PoliticBot': 21 (0.0%) + 'Ultramat2m': 13 (0.0%) + 'ModerationLog': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:4,826,374 (99.9%), false:5,206 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2hxwxj': 1 (0.0%) + '2hxwxk': 1 (0.0%) + '2hxwxl': 1 (0.0%) + '2hxwxm': 1 (0.0%) + '2hxwxn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2hxwxj': 1 (0.0%) + 't3_2hxwxk': 1 (0.0%) + 't3_2hxwxl': 1 (0.0%) + 't3_2hxwxm': 1 (0.0%) + 't3_2hxwxn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:3,970,813, str:860,767 +Null/Empty: null:3,970,813, empty_str:44,240 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 429 (0.1%) + '2': 371 (0.0%) + 'meta': 337 (0.0%) + 'removed': 239 (0.0%) + 'approvelink': 191 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:0, max:16, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,828,595 (99.9%) + 1: 2,771 (0.1%) + 2: 150 (0.0%) + 3: 37 (0.0%) + 5: 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:354,288 (7.3%), false:4,477,292 (92.7%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:0 (0.0%), false:4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:-3, max:56,287, avg:9.2 +Numeric std dev: 91.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,023,261, str:808,319 +Null/Empty: null:4,023,261, empty_str:118,964 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 127 (0.0%) + 'PS4': 15 (0.0%) + 'Camera': 14 (0.0%) + 'cmdr': 13 (0.0%) + 'One': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:0 (0.0%), false:4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:0, max:56,263, avg:26.9 +Numeric std dev: 190.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,584,975, int:246,605 +Booleans: true:0 (0.0%), false:4,584,975 (100.0%) +Numeric values: 246,605 total +Numeric range: min:1,412,121,886, max:1,441,088,513, avg:1413786467.1 +Numeric std dev: 2142020.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,831,580/4,831,580 (100.0%) +Types: bool:4,831,580 +Booleans: true:0 (0.0%), false:4,831,580 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,831,580/4,831,580 (100.0%) +Types: int:4,831,580 +Numeric values: 4,831,580 total +Numeric range: min:1,412,125,200, max:1,414,803,599, avg:1413480929.4 +Numeric std dev: 778703.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,831,580/4,831,580 (100.0%) +Types: str:4,831,580 +String length avg: 72.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.huffingtonpost.com/thai-nguyen/40-littl...': 5 (0.0%) + 'http://odiouscraft.net/swinger/': 3 (0.0%) + 'http://i.imgur.com/zpkR9qQ.png': 2 (0.0%) + 'http://google.com': 2 (0.0%) + 'http://imgur.com/a/n1WU8#1': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,831,580/4,831,580 (100.0%) +Types: NoneType:4,489,582, dict:341,998 +Null/Empty: null:4,489,582 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,826,601/4,831,580 (99.9%) +Types: str:4,826,601 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 59 (0.0%) + 'AskReddit': 48 (0.0%) + 'funny': 39 (0.0%) + 'CookingRecipesStuff': 29 (0.0%) + 'DestinyTheGame': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,826,601/4,831,580 (99.9%) +Types: NoneType:4,826,601 +Null/Empty: null:4,826,601 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,826,601/4,831,580 (99.9%) +Types: str:4,826,601 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 59 (0.0%) + 't5_2qh1i': 48 (0.0%) + 't5_2qh33': 39 (0.0%) + 't5_2zswz': 29 (0.0%) + 't5_2vq0w': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,826,601/4,831,580 (99.9%) +Types: NoneType:4,826,601 +Null/Empty: null:4,826,601 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,826,601/4,831,580 (99.9%) +Types: NoneType:4,826,601 +Null/Empty: null:4,826,601 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,979/4,831,580 (0.1%) +Types: bool:4,979 +Booleans: true:232 (4.7%), false:4,747 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,979/4,831,580 (0.1%) +Types: str:4,979 +Null/Empty: empty_str:4,979 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,979/4,831,580 (0.1%) +Types: bool:4,979 +Booleans: true:4,979 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,979/4,831,580 (0.1%) +Types: str:4,979 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 12 (0.2%) + 'http://test.com': 6 (0.1%) + 'http://www.google.com': 6 (0.1%) + 'https://banter.me/chat/destiny-the-game': 5 (0.1%) + 'http://afterhoursgaming.tv/registration-open-seaso...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,979/4,831,580 (0.1%) +Types: NoneType:4,979 +Null/Empty: null:4,979 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 281/4,831,580 (0.0%) +Types: dict:281 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 281/4,831,580 (0.0%) +Types: str:281 +String length avg: 4.1 +Unique strings tracked: 4 +String values distribution: + 'self': 245 (87.2%) + 'link': 21 (7.5%) + 'image': 11 (3.9%) + 'rich:video': 4 (1.4%) + +================================================================================ + +================================================================================ +FILE: RS_2014-11.jsonl +Analysis Time: 2026-01-15 08:01:01 +================================================================================ +Total lines: 4,735,396 +Processed lines: 4,735,396 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:0, max:38,445, avg:27.2 +Numeric std dev: 191.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,484,946, int:250,450 +Booleans: true:0 (0.0%), false:4,484,946 (100.0%) +Numeric values: 250,450 total +Numeric range: min:1,414,800,198, max:1,441,057,437, avg:1416357540.7 +Numeric std dev: 1892691.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:0 (0.0%), false:4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:1,414,803,600, max:1,417,391,999, avg:1416093169.5 +Numeric std dev: 737843.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 72.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.youtube.com/attribution_link?a=97cNgGjb...': 5 (0.0%) + 'https://ello.co/gb/post/knOWk-qeTqfSpJ6f8-arCQ': 4 (0.0%) + 'http://imgur.com/a/PyRGB': 3 (0.0%) + 'http://imgur.com/a/vMXbb': 2 (0.0%) + 'https://archive.today/F9OFH': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:4,398,851, dict:336,545 +Null/Empty: null:4,398,851 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:0 (0.0%), false:4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 328 (0.0%) + 'baindaily': 21 (0.0%) + 'raddit-bot': 17 (0.0%) + 'AutoModerator': 17 (0.0%) + 'ameliag': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:2,250,344 (47.5%), false:2,485,052 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,944,808, str:790,588 +Null/Empty: null:3,944,808, empty_str:117,820 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 87 (0.0%) + 'PS4': 45 (0.0%) + 'One': 22 (0.0%) + 'tier0': 18 (0.0%) + '360': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:-3, max:32,523, avg:9.2 +Numeric std dev: 84.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:341,219 (7.2%), false:4,394,177 (92.8%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:0 (0.0%), false:4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:0, max:95, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,732,309 (99.9%) + 1: 2,891 (0.1%) + 2: 140 (0.0%) + 3: 34 (0.0%) + 4: 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,893,862, str:841,534 +Null/Empty: null:3,893,862, empty_str:38,632 +String length avg: 5.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 716 (0.1%) + '2': 608 (0.1%) + 'approvelink': 363 (0.0%) + 'meta': 345 (0.0%) + 'trade': 201 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2kxpiq': 1 (0.0%) + 't3_2kxpir': 1 (0.0%) + 't3_2kxpis': 1 (0.0%) + 't3_2kxpit': 1 (0.0%) + 't3_2kxpiu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:4,730,034 (99.9%), false:5,362 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2kxpiq': 1 (0.0%) + '2kxpir': 1 (0.0%) + '2kxpis': 1 (0.0%) + '2kxpit': 1 (0.0%) + '2kxpiu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +Null/Empty: empty_str:2,963,318 +String length avg: 607.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I levelled my Farming skill, I am now level 91. + +': 5 (0.0%) + 'I levelled my Smithing skill, I am now level 93. + +': 5 (0.0%) + 'Please use this thread to suggest new features, si...': 3 (0.0%) + '**Daily Deals for 10/31** + +Deal | New Price | Savi...': 2 (0.0%) + 'S18C of the racial discrimination act: + +>Sectio...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:4,289,918, dict:445,478 +Null/Empty: null:4,289,918 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:0, max:38,445, avg:27.2 +Numeric std dev: 191.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Numeric range: min:1,441,043,920, max:1,443,168,166, avg:1441069289.5 +Numeric std dev: 30131.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,911,851, str:823,545 +Null/Empty: null:3,911,851, empty_str:3,992 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 305 (0.0%) + 'Xbox One': 279 (0.0%) + 'AutoModerator@null': 122 (0.0%) + 'Discussion': 121 (0.0%) + 'Trade': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/whowouldwin/comments/2kxpiq/scp682_scp_foundati...': 1 (0.0%) + '/r/hot_movies/comments/2kxpir/massageparlorbutterf...': 1 (0.0%) + '/r/TheSimpsons/comments/2kxpis/hey_simpsons_friend...': 1 (0.0%) + '/r/BreedingDittos/comments/2kxpit/any_pidgey_male_...': 1 (0.0%) + '/r/WTF/comments/2kxpiu/lol_yea_i_was_bored_the_oth...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 24.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,108 (0.0%) + 'self': 938 (0.0%) + 'nsfw': 258 (0.0%) + 'http://a.thumbs.redditmedia.com/FZ8-MxYpLaLuZE3RI8...': 5 (0.0%) + 'http://b.thumbs.redditmedia.com/mmJpgPVmjPKNr0PFbd...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,735,396/4,735,396 (100.0%) +Types: int:4,735,396 +Numeric values: 4,735,396 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,735,396 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:4,719,274, str:16,122 +Null/Empty: null:4,719,274 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 16,087 (99.8%) + 'admin': 33 (0.2%) + 'special': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,735,396/4,735,396 (100.0%) +Types: dict:4,735,396 +Null/Empty: empty_obj:4,398,851 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Suggestion Saturday Thread - November 01, 2014': 4 (0.0%) + 'Do NOT use SMS-based 2-step verification. It's ser...': 4 (0.0%) + 'Stephensville Pig Abuse Fall Update': 4 (0.0%) + 'Meow! Pretty mild. And the last one because I'm a ...': 3 (0.0%) + 'Waitress Is One of Many New Writers With Big Book ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,735,396/4,735,396 (100.0%) +Types: NoneType:3,927,699, str:807,697 +Null/Empty: null:3,927,699, empty_str:202,536 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 71 (0.0%) + 'verified': 8 (0.0%) + 'Bot': 5 (0.0%) + 'Basic Bitch': 4 (0.0%) + 'Verified': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1414800231': 8 (0.0%) + '1414800518': 8 (0.0%) + '1414800580': 8 (0.0%) + '1414800007': 7 (0.0%) + '1414800130': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,735,396/4,735,396 (100.0%) +Types: dict:4,735,396 +Null/Empty: empty_obj:4,289,918 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,735,396/4,735,396 (100.0%) +Types: bool:4,735,396 +Booleans: true:865 (0.0%), false:4,734,531 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,735,396/4,735,396 (100.0%) +Types: str:4,735,396 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 448 (0.0%) + 'imgur.com': 252 (0.0%) + 'youtube.com': 191 (0.0%) + 'self.Fireteams': 100 (0.0%) + 'self.AskReddit': 59 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,730,413/4,735,396 (99.9%) +Types: NoneType:4,730,413 +Null/Empty: null:4,730,413 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,730,413/4,735,396 (99.9%) +Types: str:4,730,413 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 74 (0.0%) + 't5_2qh0u': 73 (0.0%) + 't5_2qh33': 48 (0.0%) + 't5_2qh1i': 34 (0.0%) + 't5_2rfxx': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,730,413/4,735,396 (99.9%) +Types: NoneType:4,730,413 +Null/Empty: null:4,730,413 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,730,413/4,735,396 (99.9%) +Types: NoneType:4,730,413 +Null/Empty: null:4,730,413 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,730,413/4,735,396 (99.9%) +Types: str:4,730,413 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 74 (0.0%) + 'pics': 73 (0.0%) + 'funny': 48 (0.0%) + 'AskReddit': 34 (0.0%) + 'leagueoflegends': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,983/4,735,396 (0.1%) +Types: str:4,983 +Null/Empty: empty_str:4,983 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,983/4,735,396 (0.1%) +Types: bool:4,983 +Booleans: true:233 (4.7%), false:4,750 (95.3%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,983/4,735,396 (0.1%) +Types: bool:4,983 +Booleans: true:4,983 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,983/4,735,396 (0.1%) +Types: NoneType:4,983 +Null/Empty: null:4,983 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,983/4,735,396 (0.1%) +Types: str:4,983 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://yolify.net': 7 (0.1%) + 'https://www.victiv.com/affiliate?code=LW1hq6CWERg2': 7 (0.1%) + 'http://www.ewg.org/foodscores?inlist=Y&rd=1': 6 (0.1%) + 'http://www.ilook.tv': 5 (0.1%) + 'https://fundaorder.com/': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 328/4,735,396 (0.0%) +Types: dict:328 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 328/4,735,396 (0.0%) +Types: str:328 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'self': 289 (88.1%) + 'link': 39 (11.9%) + +================================================================================ + +================================================================================ +FILE: RS_2014-12.jsonl +Analysis Time: 2026-01-15 08:05:45 +================================================================================ +Total lines: 4,984,013 +Processed lines: 4,984,013 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:1,440,991,525, max:1,443,168,149, avg:1441017893.5 +Numeric std dev: 25235.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:0, max:24,802, avg:27.6 +Numeric std dev: 196.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,515,467, dict:468,546 +Null/Empty: null:4,515,467 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +Null/Empty: empty_str:3,099,119 +String length avg: 618.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 3 (0.0%) + 'I killed a spinner of death, Araxxi. + +': 2 (0.0%) + '.': 2 (0.0%) + 'I'd like to submit a childhood favourite of mine; ...': 1 (0.0%) + 'So my gf wants to play old school nintendo games a...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/news/comments/2nw07t/i_hope_you_die_of_aids_in_...': 1 (0.0%) + '/r/AskReddit/comments/2nw07u/its_turned_december_1...': 1 (0.0%) + '/r/pcmasterrace/comments/2nw07v/playstation_contro...': 1 (0.0%) + '/r/starcraft/comments/2nw07w/thanks_dreamhack/': 1 (0.0%) + '/r/news/comments/2nw07x/ohio_state_football_player...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,077,995, str:906,018 +Null/Empty: null:4,077,995, empty_str:3,679 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 294 (0.0%) + 'Xbox One': 272 (0.0%) + 'AutoModerator@null': 150 (0.0%) + 'Discussion': 145 (0.0%) + 'Trade': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 4,984,013/4,984,013 (100.0%) +Types: dict:4,984,013 +Null/Empty: empty_obj:4,634,194 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Long Overshadowed in Realm of Business Magazines, ...': 3 (0.0%) + 'Affiliate product review': 2 (0.0%) + 'My GF's new outfit': 2 (0.0%) + 'Brazilian "father" rapes 1 year old son then gets ...': 2 (0.0%) + 'ISIS released video of captured British journalist...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,966,047, str:17,966 +Null/Empty: null:4,966,047 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 17,927 (99.8%) + 'admin': 38 (0.2%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,573 (0.0%) + 'default': 1,462 (0.0%) + 'nsfw': 349 (0.0%) + 'http://a.thumbs.redditmedia.com/P6INgc932PpG1L5yc1...': 14 (0.0%) + 'http://b.thumbs.redditmedia.com/ZQ8r8-Eh6rzMYOmkmY...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:684 (0.0%), false:4,983,329 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 317 (0.0%) + 'imgur.com': 183 (0.0%) + 'youtube.com': 163 (0.0%) + 'self.AskReddit': 84 (0.0%) + 'self.Fireteams': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 4,984,013/4,984,013 (100.0%) +Types: dict:4,984,013 +Null/Empty: empty_obj:4,515,467 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,149,587, str:834,426 +Null/Empty: null:4,149,587, empty_str:213,007 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Supreme Master First Class': 6 (0.0%) + 'Robot': 5 (0.0%) + 'GCX Beginner': 5 (0.0%) + 'Distinguished Master Guardian': 5 (0.0%) + 'Legendary Eagle': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1417392282': 9 (0.0%) + '1417392537': 9 (0.0%) + '1417393062': 9 (0.0%) + '1417392212': 8 (0.0%) + '1417392560': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:0 (0.0%), false:4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:0, max:24,802, avg:27.6 +Numeric std dev: 196.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,719,020, int:264,993 +Booleans: true:0 (0.0%), false:4,719,020 (100.0%) +Numeric values: 264,993 total +Numeric range: min:1,417,392,369, max:1,440,994,537, avg:1418978309.2 +Numeric std dev: 1780943.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:0 (0.0%), false:4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:1,417,392,000, max:1,420,070,399, avg:1418706584.0 +Numeric std dev: 772170.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 72.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/4e22mZFh.jpg': 2 (0.0%) + 'http://www.reddit.com/r/DIY_eJuice/comments/2nw0as...': 2 (0.0%) + 'http://reddit.com/r/POLITIC/comments/2n93j8/affili...': 2 (0.0%) + 'http://reddit.com/r/POLITIC/comments/2lnqw1/my_gfs...': 2 (0.0%) + 'http://reddit.com/r/POLITIC/comments/2jlwl2/brazil...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,634,194, dict:349,819 +Null/Empty: null:4,634,194 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:2,400,743 (48.2%), false:2,583,270 (51.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 350 (0.0%) + 'AutoModerator': 22 (0.0%) + 'uncensorship': 20 (0.0%) + 'havoc_bot': 10 (0.0%) + 'baindaily': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:4,979,118 (99.9%), false:4,895 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2nw07t': 1 (0.0%) + '2nw07u': 1 (0.0%) + '2nw07v': 1 (0.0%) + '2nw07w': 1 (0.0%) + '2nw07x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:0, max:16, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 4,980,210 (99.9%) + 1: 3,547 (0.1%) + 2: 183 (0.0%) + 3: 37 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,059,321, str:924,692 +Null/Empty: null:4,059,321, empty_str:40,234 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 504 (0.1%) + '2': 431 (0.0%) + 'approvelink': 270 (0.0%) + '1': 191 (0.0%) + 'discussion': 180 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 4,984,013/4,984,013 (100.0%) +Types: str:4,984,013 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2nw07t': 1 (0.0%) + 't3_2nw07u': 1 (0.0%) + 't3_2nw07v': 1 (0.0%) + 't3_2nw07w': 1 (0.0%) + 't3_2nw07x': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:371,742 (7.5%), false:4,612,271 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 4,984,013/4,984,013 (100.0%) +Types: bool:4,984,013 +Booleans: true:0 (0.0%), false:4,984,013 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 4,984,013/4,984,013 (100.0%) +Types: int:4,984,013 +Numeric values: 4,984,013 total +Numeric range: min:-53, max:108,959, avg:9.2 +Numeric std dev: 95.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 4,984,013/4,984,013 (100.0%) +Types: NoneType:4,176,680, str:807,333 +Null/Empty: null:4,176,680, empty_str:123,449 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'One': 22 (0.0%) + 'PS4': 21 (0.0%) + 'default': 20 (0.0%) + 'Camera': 20 (0.0%) + 'i-gpcm': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 4,979,427/4,984,013 (99.9%) +Types: str:4,979,427 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 64 (0.0%) + 'Fireteams': 58 (0.0%) + 'funny': 26 (0.0%) + 'pics': 24 (0.0%) + 'uncensorship': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 4,979,427/4,984,013 (99.9%) +Types: NoneType:4,979,427 +Null/Empty: null:4,979,427 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 4,979,427/4,984,013 (99.9%) +Types: str:4,979,427 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 64 (0.0%) + 't5_2zc5x': 58 (0.0%) + 't5_2qh33': 26 (0.0%) + 't5_2qh0u': 24 (0.0%) + 't5_2tq9j': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 4,979,427/4,984,013 (99.9%) +Types: NoneType:4,979,427 +Null/Empty: null:4,979,427 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 4,979,427/4,984,013 (99.9%) +Types: NoneType:4,979,427 +Null/Empty: null:4,979,427 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,586/4,984,013 (0.1%) +Types: bool:4,586 +Booleans: true:4,586 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,586/4,984,013 (0.1%) +Types: str:4,586 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 5 (0.1%) + 'http://www.havemarket.com': 4 (0.1%) + 'http://www.betabound.com/music-streaming-app-priva...': 4 (0.1%) + 'http://test.com': 3 (0.1%) + 'http://www.brewview.com': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,586/4,984,013 (0.1%) +Types: str:4,586 +Null/Empty: empty_str:4,586 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,586/4,984,013 (0.1%) +Types: bool:4,586 +Booleans: true:218 (4.8%), false:4,368 (95.2%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,586/4,984,013 (0.1%) +Types: NoneType:4,586 +Null/Empty: null:4,586 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 409/4,984,013 (0.0%) +Types: str:409 +String length avg: 4.0 +Unique strings tracked: 4 +String values distribution: + 'self': 387 (94.6%) + 'link': 18 (4.4%) + 'image': 3 (0.7%) + 'rich:video': 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 409/4,984,013 (0.0%) +Types: dict:409 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2015.txt b/analysis/original_schema_analysis/submissions/analysis_report_2015.txt new file mode 100644 index 0000000000000000000000000000000000000000..89714633e5422c8ade29d7fdb0794d21675beaa5 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2015.txt @@ -0,0 +1,5586 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2015 +Analysis Started: 2026-01-15 07:16:43 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2015-01.jsonl +Analysis Time: 2026-01-15 07:21:51 +================================================================================ +Total lines: 5,465,910 +Processed lines: 5,465,910 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:0, max:20,820, avg:27.2 +Numeric std dev: 199.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,166,003, int:299,907 +Booleans: true:0 (0.0%), false:5,166,003 (100.0%) +Numeric values: 299,907 total +Numeric range: min:1,420,070,676, max:1,440,983,168, avg:1421661060.7 +Numeric std dev: 1587405.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:0 (0.0%), false:5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:1,420,070,401, max:1,422,748,799, avg:1421438169.1 +Numeric std dev: 764686.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 72.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://media.ccc.de/browse/congress/2014/31c3_-_61...': 3 (0.0%) + 'http://imgur.com/SeydEMd': 2 (0.0%) + 'http://youtu.be/BGhqlJnFIXU': 2 (0.0%) + 'https://soundcloud.com/cashbandicoot/the-party-win...': 2 (0.0%) + 'http://www.reddit.com/r/YouShouldKnow/comments/2qy...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:5,078,560, dict:387,350 +Null/Empty: null:5,078,560 + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:0 (0.0%), false:5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 310 (0.0%) + 'AutoModerator': 13 (0.0%) + 'Removal_Rover': 13 (0.0%) + 'rotoreuters': 10 (0.0%) + 'apksorg': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:2,681,484 (49.1%), false:2,784,426 (50.9%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:-117, max:51,023, avg:9.2 +Numeric std dev: 94.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,566,664, str:899,246 +Null/Empty: null:4,566,664, empty_str:138,779 +String length avg: 8.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 28 (0.0%) + 'i-gpcm': 21 (0.0%) + 'One': 18 (0.0%) + 'default': 18 (0.0%) + 'flair-default': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:399,750 (7.3%), false:5,066,160 (92.7%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:0 (0.0%), false:5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2qys78': 1 (0.0%) + 't3_2qys79': 1 (0.0%) + 't3_2qys7a': 1 (0.0%) + 't3_2qys7b': 1 (0.0%) + 't3_2qys7c': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 5,462,004 (99.9%) + 1: 3,633 (0.1%) + 2: 194 (0.0%) + 3: 42 (0.0%) + 4: 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,369,283, str:1,096,627 +Null/Empty: null:4,369,283, empty_str:48,812 +String length avg: 5.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 698 (0.1%) + '2': 583 (0.1%) + 'trade': 336 (0.0%) + 'red': 223 (0.0%) + 'discussion': 195 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2qys78': 1 (0.0%) + '2qys79': 1 (0.0%) + '2qys7a': 1 (0.0%) + '2qys7b': 1 (0.0%) + '2qys7c': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:5,460,582 (99.9%), false:5,328 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +Null/Empty: empty_str:3,364,068 +String length avg: 618.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 3 (0.0%) + 'https://www.youtube.com/watch?v=i3UOkGXVsHY': 2 (0.0%) + 'I have completed an elite treasure trail. + +': 2 (0.0%) + 'The Hellenic diplomat who went to far and spilled ...': 2 (0.0%) + 'So as a new year arrives I think that we start it ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,946,780, dict:519,130 +Null/Empty: null:4,946,780 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:0, max:20,820, avg:27.2 +Numeric std dev: 199.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Numeric range: min:1,440,933,860, max:1,443,168,137, avg:1440964338.3 +Numeric std dev: 63516.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,383,867, str:1,082,043 +Null/Empty: null:4,383,867, empty_str:5,165 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 377 (0.0%) + 'Xbox One': 335 (0.0%) + 'Trade': 187 (0.0%) + 'Discussion': 129 (0.0%) + 'Question': 73 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/femalefashionadvice/comments/2qys78/is_there_a_...': 1 (0.0%) + '/r/pokemon/comments/2qys79/happy_new_year_rpokemon...': 1 (0.0%) + '/r/ultrahardcore/comments/2qys7a/midgame_head_drop...': 1 (0.0%) + '/r/SteamTradingCards/comments/2qys7b/hvariety_of_c...': 1 (0.0%) + '/r/pcmasterrace/comments/2qys7c/happy_new_year_bre...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,908, NoneType:2 +Null/Empty: null:2 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,568 (0.0%) + 'default': 1,432 (0.0%) + 'nsfw': 304 (0.0%) + 'http://b.thumbs.redditmedia.com/OSBFmF2l-mZjoUeQlD...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/btqAQ26s143hiRWdDa...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,465,910/5,465,910 (100.0%) +Types: int:5,465,910 +Numeric values: 5,465,910 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,465,910 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:5,447,006, str:18,904 +Null/Empty: null:5,447,006 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 18,887 (99.9%) + 'admin': 17 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,465,910/5,465,910 (100.0%) +Types: dict:5,465,910 +Null/Empty: empty_obj:5,078,560 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Cloud Conspiracy 2008-2014 - how the EU was hy...': 3 (0.0%) + 'Happy new year!': 2 (0.0%) + 'What are your new years resolutions?': 2 (0.0%) + 'Ca$h Bandicoot - The Party (Winter Mix 2015)': 2 (0.0%) + 'New Report Shows THOUSANDS of Whistleblowers Facin...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,465,910/5,465,910 (100.0%) +Types: NoneType:4,511,266, str:954,644 +Null/Empty: null:4,511,266, empty_str:225,977 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.wlsearch.com/u/mamallama': 8 (0.0%) + 'Distinguished Master Guardian': 7 (0.0%) + '17': 6 (0.0%) + 'verified': 6 (0.0%) + 'Maryland / Alsace': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1420070441': 8 (0.0%) + '1420070407': 7 (0.0%) + '1420070651': 7 (0.0%) + '1420070788': 7 (0.0%) + '1420070984': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,465,910/5,465,910 (100.0%) +Types: dict:5,465,910 +Null/Empty: empty_obj:4,946,780 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,465,910/5,465,910 (100.0%) +Types: bool:5,465,910 +Booleans: true:906 (0.0%), false:5,465,004 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,465,910/5,465,910 (100.0%) +Types: str:5,465,910 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 333 (0.0%) + 'imgur.com': 191 (0.0%) + 'youtube.com': 127 (0.0%) + 'self.AskReddit': 115 (0.0%) + 'self.Fireteams': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,460,892/5,465,910 (99.9%) +Types: NoneType:5,460,892 +Null/Empty: null:5,460,892 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,460,892/5,465,910 (99.9%) +Types: NoneType:5,460,892 +Null/Empty: null:5,460,892 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,460,892/5,465,910 (99.9%) +Types: str:5,460,892 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 88 (0.0%) + 't5_2zc5x': 70 (0.0%) + 't5_2qh33': 41 (0.0%) + 't5_2qh0u': 36 (0.0%) + 't5_3185t': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,460,892/5,465,910 (99.9%) +Types: NoneType:5,460,892 +Null/Empty: null:5,460,892 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,460,892/5,465,910 (99.9%) +Types: str:5,460,892 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 88 (0.0%) + 'Fireteams': 70 (0.0%) + 'funny': 41 (0.0%) + 'pics': 36 (0.0%) + 'BreedingDittos': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5,018/5,465,910 (0.1%) +Types: str:5,018 +String length avg: 54.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.navodayainstitute.org': 10 (0.2%) + 'http://billsjerkyclub.com/': 10 (0.2%) + 'http://google.com': 7 (0.1%) + 'http://www.google.com': 7 (0.1%) + 'http://www.rokesmoke.com': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5,018/5,465,910 (0.1%) +Types: bool:5,018 +Booleans: true:5,018 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 5,018/5,465,910 (0.1%) +Types: bool:5,018 +Booleans: true:173 (3.4%), false:4,845 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5,018/5,465,910 (0.1%) +Types: NoneType:5,018 +Null/Empty: null:5,018 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5,018/5,465,910 (0.1%) +Types: str:5,018 +Null/Empty: empty_str:5,018 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 646/5,465,910 (0.0%) +Types: str:646 +String length avg: 4.1 +Unique strings tracked: 5 +String values distribution: + 'self': 607 (94.0%) + 'link': 29 (4.5%) + 'rich:video': 5 (0.8%) + 'image': 4 (0.6%) + 'video': 1 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 646/5,465,910 (0.0%) +Types: dict:646 + +================================================================================ + +================================================================================ +FILE: RS_2015-02.jsonl +Analysis Time: 2026-01-15 07:26:35 +================================================================================ +Total lines: 5,069,813 +Processed lines: 5,069,813 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1422748941': 8 (0.0%) + '1422748946': 8 (0.0%) + '1422749041': 8 (0.0%) + '1422748892': 7 (0.0%) + '1422748930': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,184,561, str:885,252 +Null/Empty: null:4,184,561, empty_str:216,677 +String length avg: 21.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 31 (0.0%) + 'verified': 6 (0.0%) + ' is my name and Gardevoir is my game': 6 (0.0%) + 'Legendary Eagle': 5 (0.0%) + 'http://steamcommunity.com/profiles/765611980586891...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,069,813/5,069,813 (100.0%) +Types: dict:5,069,813 +Null/Empty: empty_obj:4,564,485 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 313 (0.0%) + 'imgur.com': 191 (0.0%) + 'youtube.com': 163 (0.0%) + 'self.Fireteams': 148 (0.0%) + 'self.AskReddit': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:762 (0.0%), false:5,069,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,519 (0.0%) + 'default': 1,447 (0.0%) + 'nsfw': 301 (0.0%) + 'http://b.thumbs.redditmedia.com/1FWAMVSkmzQyw4Zje3...': 7 (0.0%) + 'http://b.thumbs.redditmedia.com/kqJFnrisrvDRZsTxTC...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:5,051,687, str:18,126 +Null/Empty: null:5,051,687 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 18,104 (99.9%) + 'admin': 22 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 53.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The drone operator who said 'No'': 3 (0.0%) + 'Anything Strange Episode 01 - The Devil's Footprin...': 3 (0.0%) + 'Playing around with faces and hair with Jen': 3 (0.0%) + 'Scott Walker leads tight GOP pack in new Iowa Poll': 3 (0.0%) + 'Chelsea Waltzer': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,069,813/5,069,813 (100.0%) +Types: dict:5,069,813 +Null/Empty: empty_obj:4,701,659 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,066,550, str:1,003,263 +Null/Empty: null:4,066,550, empty_str:5,721 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 332 (0.0%) + 'Xbox One': 262 (0.0%) + 'Trade': 160 (0.0%) + 'Question': 73 (0.0%) + 'Discussion': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/USFreePress/comments/2uctu9/the_drone_operator_...': 1 (0.0%) + '/r/Fireteams/comments/2uctua/ps4_need_one_for_week...': 1 (0.0%) + '/r/QuickBooks/comments/2uctub/should_i_book_invent...': 1 (0.0%) + '/r/rutgers/comments/2uctuc/chances_of_sophomore_ge...': 1 (0.0%) + '/r/TeamRedditTeams/comments/2uctud/ranked_team/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +Null/Empty: empty_str:3,152,716 +String length avg: 615.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Title': 3 (0.0%) + '**ISO:** + +- Vigneronne + +- Lou Pepe Framboise + +- Ma...': 2 (0.0%) + 'Seem to be a new entry to the market. I've used th...': 2 (0.0%) + ' ': 2 (0.0%) + 'http://imgur.com/UBiAbKo + +sorry hosty, but you nee...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,564,485, dict:505,328 +Null/Empty: null:4,564,485 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:0, max:33,044, avg:27.6 +Numeric std dev: 204.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:1,440,880,088, max:1,443,168,047, avg:1440906963.9 +Numeric std dev: 18481.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:-2, max:34,628, avg:8.9 +Numeric std dev: 80.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,246,523, str:823,290 +Null/Empty: null:4,246,523, empty_str:129,031 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 33 (0.0%) + 'PS4': 26 (0.0%) + 'default': 20 (0.0%) + 'One': 19 (0.0%) + 'Camera': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:0 (0.0%), false:5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:374,539 (7.4%), false:4,695,274 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:0, max:72, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 5,066,279 (99.9%) + 1: 3,291 (0.1%) + 2: 175 (0.0%) + 3: 42 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,058,005, str:1,011,808 +Null/Empty: null:4,058,005, empty_str:47,831 +String length avg: 5.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 788 (0.1%) + '2': 666 (0.1%) + 'trade': 330 (0.0%) + 'removed': 321 (0.0%) + 'meta': 171 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2uctu9': 1 (0.0%) + 't3_2uctua': 1 (0.0%) + 't3_2uctub': 1 (0.0%) + 't3_2uctuc': 1 (0.0%) + 't3_2uctud': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2uctu9': 1 (0.0%) + '2uctua': 1 (0.0%) + '2uctub': 1 (0.0%) + '2uctuc': 1 (0.0%) + '2uctud': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:5,065,247 (99.9%), false:4,566 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 329 (0.0%) + 'AutoModerator': 22 (0.0%) + 'PoliticBot': 20 (0.0%) + 'RPBot': 8 (0.0%) + 'conspirobot': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:2,461,557 (48.6%), false:2,608,256 (51.4%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,069,813/5,069,813 (100.0%) +Types: str:5,069,813 +String length avg: 72.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/hxyMk': 4 (0.0%) + 'http://www.reddit.com/r/todayilearned/comments/2ub...': 4 (0.0%) + 'http://www.bbc.com/news/magazine-30483010': 3 (0.0%) + 'https://www.youtube.com/watch?v=u5yo613EzF0&hd...': 3 (0.0%) + 'http://www.desmoinesregister.com/story/news/politi...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,069,813/5,069,813 (100.0%) +Types: NoneType:4,701,659, dict:368,154 +Null/Empty: null:4,701,659 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:1,422,748,800, max:1,425,167,999, avg:1423966488.9 +Numeric std dev: 700633.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:0 (0.0%), false:5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:4,792,918, int:276,895 +Booleans: true:0 (0.0%), false:4,792,918 (100.0%) +Numeric values: 276,895 total +Numeric range: min:1,422,749,150, max:1,440,912,292, avg:1424173898.0 +Numeric std dev: 1429169.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,069,813/5,069,813 (100.0%) +Types: int:5,069,813 +Numeric values: 5,069,813 total +Numeric range: min:0, max:33,044, avg:27.6 +Numeric std dev: 204.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,069,813/5,069,813 (100.0%) +Types: bool:5,069,813 +Booleans: true:0 (0.0%), false:5,069,813 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,065,494/5,069,813 (99.9%) +Types: str:5,065,494 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 97 (0.0%) + 'AskReddit': 69 (0.0%) + 'GlobalOffensiveTrade': 32 (0.0%) + 'funny': 30 (0.0%) + 'leagueoflegends': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,065,494/5,069,813 (99.9%) +Types: NoneType:5,065,494 +Null/Empty: null:5,065,494 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,065,494/5,069,813 (99.9%) +Types: NoneType:5,065,494 +Null/Empty: null:5,065,494 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,065,494/5,069,813 (99.9%) +Types: str:5,065,494 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 97 (0.0%) + 't5_2qh1i': 69 (0.0%) + 't5_2y6r4': 32 (0.0%) + 't5_2qh33': 30 (0.0%) + 't5_2rfxx': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,065,494/5,069,813 (99.9%) +Types: NoneType:5,065,494 +Null/Empty: null:5,065,494 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,319/5,069,813 (0.1%) +Types: bool:4,319 +Booleans: true:4,319 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,319/5,069,813 (0.1%) +Types: str:4,319 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.onwardsranking.com': 7 (0.2%) + 'http://www.linkibl.com/reddit_early_access': 6 (0.1%) + 'http://enterthedangerousmind.com': 6 (0.1%) + 'https://itunes.apple.com/us/podcast/the-ball-out-g...': 5 (0.1%) + 'http://jotbox.me/': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,319/5,069,813 (0.1%) +Types: str:4,319 +Null/Empty: empty_str:4,319 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,319/5,069,813 (0.1%) +Types: NoneType:4,319 +Null/Empty: null:4,319 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,319/5,069,813 (0.1%) +Types: bool:4,319 +Booleans: true:151 (3.5%), false:4,168 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 775/5,069,813 (0.0%) +Types: dict:775 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 775/5,069,813 (0.0%) +Types: str:775 +String length avg: 4.0 +Unique strings tracked: 4 +String values distribution: + 'self': 739 (95.4%) + 'link': 30 (3.9%) + 'rich:video': 4 (0.5%) + 'image': 2 (0.3%) + +================================================================================ + +================================================================================ +FILE: RS_2015-03.jsonl +Analysis Time: 2026-01-15 07:32:03 +================================================================================ +Total lines: 5,611,145 +Processed lines: 5,611,145 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 53.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Here is why "nice guys" are lonely.': 3 (0.0%) + 'WSJ Praises "Waiter, Bartender Recovery" While 74%...': 2 (0.0%) + 'The last minute of Miller vs. Connery from CSGs pe...': 2 (0.0%) + 'How to Get Good at CS:GO - DeathMatch': 2 (0.0%) + 'November/December': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,611,145/5,611,145 (100.0%) +Types: dict:5,611,145 +Null/Empty: empty_obj:5,248,095 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,141, NoneType:4 +Null/Empty: null:4 +String length avg: 25.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,469 (0.0%) + 'default': 1,370 (0.0%) + 'nsfw': 303 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 34 (0.0%) + 'http://b.thumbs.redditmedia.com/F5Dlgpq1h5abdtWE2Y...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:5,590,534, str:20,611 +Null/Empty: null:5,590,534 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 20,597 (99.9%) + 'admin': 11 (0.1%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.imgur.com': 320 (0.0%) + 'youtube.com': 164 (0.0%) + 'imgur.com': 156 (0.0%) + 'self.Fireteams': 88 (0.0%) + 'self.AskReddit': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:738 (0.0%), false:5,610,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1425168795': 9 (0.0%) + '1425168517': 8 (0.0%) + '1425168002': 7 (0.0%) + '1425168047': 7 (0.0%) + '1425168103': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,630,325, str:980,820 +Null/Empty: null:4,630,325, empty_str:236,248 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 25 (0.0%) + 'This user has not yet been verified.': 6 (0.0%) + 'You used to make your life a joke so people treate...': 6 (0.0%) + 'Fat Loss (Female)': 5 (0.0%) + 'Cutting (Male)': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,611,145/5,611,145 (100.0%) +Types: dict:5,611,145 +Null/Empty: empty_obj:5,084,323 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:0, max:18,701, avg:28.1 +Numeric std dev: 205.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:1,440,820,965, max:1,443,168,039, avg:1440850771.6 +Numeric std dev: 29251.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +Null/Empty: empty_str:3,488,057 +String length avg: 608.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Psn HamBone21129': 2 (0.0%) + 'I'm looking for 'the one', y'know? They've gotta b...': 2 (0.0%) + 'What's up guys, I'm Josh from the Milk Runners pod...': 2 (0.0%) + 'The game/tournament is **[ON](https://i.imgur.com/...': 1 (0.0%) + 'A SteamBot successor is being worked on. + +However,...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:5,084,323, dict:526,822 +Null/Empty: null:5,084,323 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,489,026, str:1,122,119 +Null/Empty: null:4,489,026, empty_str:6,498 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 241 (0.0%) + 'Xbox One': 167 (0.0%) + 'Trade': 123 (0.0%) + 'Question': 89 (0.0%) + 'Discussion': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GuessTheMovie/comments/2xiemq/meta_guess_the_mo...': 1 (0.0%) + '/r/playrust/comments/2xiemr/bow_headshot_11_sec/': 1 (0.0%) + '/r/GlobalOffensiveTrade/comments/2xiems/registrati...': 1 (0.0%) + '/r/smashbros/comments/2xiemt/project_m_graphics_ma...': 1 (0.0%) + '/r/thewalkingdead/comments/2xiemu/made_it_to_the_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:2,732,687 (48.7%), false:2,878,458 (51.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 336 (0.0%) + 'AutoModerator': 23 (0.0%) + 'rotoreuters': 7 (0.0%) + 'arturh': 7 (0.0%) + 'raddit-bot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_2xiemq': 1 (0.0%) + 't3_2xiemr': 1 (0.0%) + 't3_2xiems': 1 (0.0%) + 't3_2xiemt': 1 (0.0%) + 't3_2xiemu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,479,901, str:1,131,244 +Null/Empty: null:4,479,901, empty_str:69,558 +String length avg: 5.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 551 (0.1%) + '2': 412 (0.0%) + 'trade': 237 (0.0%) + 'discussion': 162 (0.0%) + 'meta': 143 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:0, max:14, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 5,607,247 (99.9%) + 1: 3,624 (0.1%) + 2: 198 (0.0%) + 3: 42 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:306,753 (5.5%), false:5,304,392 (94.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2xiemq': 1 (0.0%) + '2xiemr': 1 (0.0%) + '2xiems': 1 (0.0%) + '2xiemt': 1 (0.0%) + '2xiemu': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:-2, max:38,395, avg:9.2 +Numeric std dev: 81.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:4,686,687, str:924,458 +Null/Empty: null:4,686,687, empty_str:154,880 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 28 (0.0%) + 'PS4': 26 (0.0%) + 'default': 16 (0.0%) + 'Camera': 11 (0.0%) + 'One': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:0 (0.0%), false:5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:426,330 (7.6%), false:5,184,815 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:0, max:18,701, avg:28.1 +Numeric std dev: 205.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,306,377, int:304,768 +Booleans: true:0 (0.0%), false:5,306,377 (100.0%) +Numeric values: 304,768 total +Numeric range: min:1,425,168,154, max:1,440,871,974, avg:1426698063.9 +Numeric std dev: 1332685.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:0 (0.0%), false:5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,611,145/5,611,145 (100.0%) +Types: bool:5,611,145 +Booleans: true:0 (0.0%), false:5,611,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,611,145/5,611,145 (100.0%) +Types: NoneType:5,248,095, dict:363,050 +Null/Empty: null:5,248,095 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,611,145/5,611,145 (100.0%) +Types: str:5,611,145 +String length avg: 72.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.thefrumps.com/comic/2014/04/30/nice-guy...': 3 (0.0%) + 'http://www.zerohedge.com/news/2015-02-28/wsj-prais...': 2 (0.0%) + 'http://i.imgur.com/rVeTbck.jpg': 2 (0.0%) + 'https://www.youtube.com/watch?v=ImAfB2O1wGg&fe...': 2 (0.0%) + 'https://www.youtube.com/watch?v=CDZAlAFtxuY': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,611,145/5,611,145 (100.0%) +Types: int:5,611,145 +Numeric values: 5,611,145 total +Numeric range: min:1,425,168,000, max:1,427,849,999, avg:1426518239.3 +Numeric std dev: 776079.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,606,805/5,611,145 (99.9%) +Types: str:5,606,805 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 66 (0.0%) + 'AskReddit': 48 (0.0%) + 'funny': 37 (0.0%) + 'leagueoflegends': 29 (0.0%) + 'GlobalOffensiveTrade': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,606,805/5,611,145 (99.9%) +Types: NoneType:5,606,805 +Null/Empty: null:5,606,805 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,606,805/5,611,145 (99.9%) +Types: NoneType:5,606,805 +Null/Empty: null:5,606,805 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,606,805/5,611,145 (99.9%) +Types: str:5,606,805 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 66 (0.0%) + 't5_2qh1i': 48 (0.0%) + 't5_2qh33': 37 (0.0%) + 't5_2rfxx': 29 (0.0%) + 't5_2y6r4': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,606,805/5,611,145 (99.9%) +Types: NoneType:5,606,805 +Null/Empty: null:5,606,805 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 761,840/5,611,145 (13.6%) +Types: dict:761,840 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 761,840/5,611,145 (13.6%) +Types: str:761,840 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 521,238 (68.4%) + 'image': 120,953 (15.9%) + 'rich:video': 117,777 (15.5%) + 'self': 1,684 (0.2%) + 'video': 188 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,340/5,611,145 (0.1%) +Types: bool:4,340 +Booleans: true:140 (3.2%), false:4,200 (96.8%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,340/5,611,145 (0.1%) +Types: str:4,340 +Null/Empty: empty_str:4,338 +String length avg: 68.0 +Unique strings tracked: 2 +String values distribution: + 'http://b.thumbs.redditmedia.com/imWzJjeTxcoXvJSb3u...': 1 (50.0%) + 'http://www.redditstatic.com/sprite-reddit.EMWQffWt...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,340/5,611,145 (0.1%) +Types: str:4,340 +String length avg: 52.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://FlexPVC.com': 9 (0.2%) + 'http://www.goworx.com/product/the-original-handle/': 5 (0.1%) + 'http://www.google.com': 5 (0.1%) + 'https://www.reddit.com/r/WTF_Facts/': 5 (0.1%) + 'http://store.steampowered.com/app/337070': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,340/5,611,145 (0.1%) +Types: bool:4,340 +Booleans: true:4,340 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,340/5,611,145 (0.1%) +Types: NoneType:4,340 +Null/Empty: null:4,340 + +================================================================================ + +================================================================================ +FILE: RS_2015-04.jsonl +Analysis Time: 2026-01-15 07:37:22 +================================================================================ +Total lines: 5,605,306 +Processed lines: 5,605,306 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,305, NoneType:1 +Null/Empty: null:1 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,489 (0.0%) + 'default': 1,365 (0.0%) + 'nsfw': 413 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 37 (0.0%) + 'http://b.thumbs.redditmedia.com/kC4yC_Qj8dQbDMjpUx...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:5,582,776, str:22,530 +Null/Empty: null:5,582,776 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 22,460 (99.7%) + 'admin': 67 (0.3%) + 'special': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,605,306/5,605,306 (100.0%) +Types: dict:5,605,306 +Null/Empty: empty_obj:5,265,815 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 3 (0.0%) + 'March/April': 2 (0.0%) + 'I need no speedboat': 2 (0.0%) + '[PS4] LF1M Nightfall': 2 (0.0%) + 'Welcome to the Challenger Series Spring Playoffs': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,573,829, str:1,031,477 +Null/Empty: null:4,573,829, empty_str:242,740 +String length avg: 19.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 55 (0.0%) + 'Frequent Contributor': 16 (0.0%) + 'Contributor': 12 (0.0%) + 'The Global Elite': 6 (0.0%) + 'Haruhi ruined my life.': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1427846952': 10 (0.0%) + '1427847028': 10 (0.0%) + '1427846414': 9 (0.0%) + '1427846723': 9 (0.0%) + '1427847160': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,605,306/5,605,306 (100.0%) +Types: dict:5,605,306 +Null/Empty: empty_obj:5,103,825 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:751 (0.0%), false:5,604,555 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 214 (0.0%) + 'i.imgur.com': 175 (0.0%) + 'youtube.com': 151 (0.0%) + 'self.Fireteams': 122 (0.0%) + 'self.AskReddit': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +Null/Empty: empty_str:3,484,921 +String length avg: 623.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '?': 2 (0.0%) + ' ': 2 (0.0%) + 'The Negative One won against Disasterpiece 31 - 25...': 1 (0.0%) + 'I´m currently studying Mechanical engineering and ...': 1 (0.0%) + 'Hey guys! So I was doing a bit of research and I d...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:5,103,825, dict:501,481 +Null/Empty: null:5,103,825 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:0, max:25,825, avg:27.6 +Numeric std dev: 203.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:1,440,761,789, max:1,443,168,024, avg:1440792905.8 +Numeric std dev: 63199.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,478,755, str:1,126,551 +Null/Empty: null:4,478,755, empty_str:31,143 +String length avg: 8.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 281 (0.0%) + 'Xbox One': 204 (0.0%) + 'Question': 73 (0.0%) + 'Discussion': 73 (0.0%) + 'April Fools': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/PictureChallenge/comments/30znqb/214_end_of_the...': 1 (0.0%) + '/r/DnB/comments/30znqc/solillaquists_of_sound_mark...': 1 (0.0%) + '/r/Slipknot/comments/30znqd/song_matchup_28_libera...': 1 (0.0%) + '/r/fea/comments/30znqe/collage_level_fema/': 1 (0.0%) + '/r/OhCumOn/comments/30znqf/challenge_come_in_or_on...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 301 (0.0%) + 'PoliticBot': 19 (0.0%) + 'AutoModerator': 16 (0.0%) + 'raddit-bot': 11 (0.0%) + 'rotoreuters': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:2,734,682 (48.8%), false:2,870,624 (51.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:-78, max:34,949, avg:9.2 +Numeric std dev: 87.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,627,136, str:978,170 +Null/Empty: null:4,627,136, empty_str:149,893 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ideology-flair': 57 (0.0%) + 'PS4': 35 (0.0%) + 'default': 26 (0.0%) + 'contributor': 26 (0.0%) + 'flair-default': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:451,962 (8.1%), false:5,153,344 (91.9%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 5,601,253 (99.9%) + 1: 3,769 (0.1%) + 2: 191 (0.0%) + 3: 50 (0.0%) + 4: 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:4,466,093, str:1,139,213 +Null/Empty: null:4,466,093, empty_str:69,722 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 613 (0.1%) + '2': 451 (0.0%) + 'removed': 200 (0.0%) + 'discussion': 186 (0.0%) + 'april fools': 150 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_30znqb': 1 (0.0%) + 't3_30znqc': 1 (0.0%) + 't3_30znqd': 1 (0.0%) + 't3_30znqe': 1 (0.0%) + 't3_30znqf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '30znqb': 1 (0.0%) + '30znqc': 1 (0.0%) + '30znqd': 1 (0.0%) + '30znqe': 1 (0.0%) + '30znqf': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,303,714, int:301,592 +Booleans: true:0 (0.0%), false:5,303,714 (100.0%) +Numeric values: 301,592 total +Numeric range: min:1,427,846,671, max:1,440,811,589, avg:1429290945.2 +Numeric std dev: 1142537.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:0, max:25,825, avg:27.6 +Numeric std dev: 203.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,605,306/5,605,306 (100.0%) +Types: int:5,605,306 +Numeric values: 5,605,306 total +Numeric range: min:1,427,850,000, max:1,430,441,999, avg:1429141759.3 +Numeric std dev: 757036.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,605,306/5,605,306 (100.0%) +Types: NoneType:5,265,815, dict:339,491 +Null/Empty: null:5,265,815 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,605,306/5,605,306 (100.0%) +Types: str:5,605,306 +String length avg: 72.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=-QeLY7Jwwo0': 2 (0.0%) + 'http://na.lolesports.com/articles/welcome-challeng...': 2 (0.0%) + 'https://www.youtube.com/watch?v=-U3t4bQyx4k': 2 (0.0%) + 'http://i.imgur.com/IJMY0gS.jpg': 2 (0.0%) + 'https://www.youtube.com/watch?v=KsH63qJlIMM': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,605,306/5,605,306 (100.0%) +Types: bool:5,605,306 +Booleans: true:0 (0.0%), false:5,605,306 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,600,867/5,605,306 (99.9%) +Types: str:5,600,867 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 105 (0.0%) + 'AskReddit': 52 (0.0%) + 'funny': 32 (0.0%) + 'pics': 30 (0.0%) + 'videos': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,600,867/5,605,306 (99.9%) +Types: NoneType:5,600,867 +Null/Empty: null:5,600,867 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,600,867/5,605,306 (99.9%) +Types: NoneType:5,600,867 +Null/Empty: null:5,600,867 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,600,867/5,605,306 (99.9%) +Types: str:5,600,867 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 105 (0.0%) + 't5_2qh1i': 52 (0.0%) + 't5_2qh33': 32 (0.0%) + 't5_2qh0u': 30 (0.0%) + 't5_2qh1e': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,600,867/5,605,306 (99.9%) +Types: NoneType:5,600,867 +Null/Empty: null:5,600,867 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,686,378/5,605,306 (30.1%) +Types: dict:1,686,378 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,686,378/5,605,306 (30.1%) +Types: str:1,686,378 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,009,321 (59.9%) + 'image': 234,474 (13.9%) + 'rich:video': 229,164 (13.6%) + 'self': 213,399 (12.7%) + 'video': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,435, str:4 +Null/Empty: null:4,435 +String length avg: 51.8 +Unique strings tracked: 4 +String values distribution: + 'https://www.yahoo.com': 1 (25.0%) + 'https://ad.doubleclick.net/adj/N5621.131843REDDIT....': 1 (25.0%) + 'https://ad.atdmt.com/i/img;p=11087202490962;a=1108...': 1 (25.0%) + 'https://www.google.com/': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,439 +Null/Empty: null:4,439 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,439/5,605,306 (0.1%) +Types: str:4,439 +String length avg: 52.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://shop.weedmaps.com/': 8 (0.2%) + 'http://www.bigbitchcomics.com': 7 (0.2%) + 'http://www.kinglybeards.com': 4 (0.1%) + 'http://www.surviveinthewildcasting.com': 4 (0.1%) + 'https://suna.e-sim.org/lan.239773/': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,439 +Null/Empty: null:4,439 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,439/5,605,306 (0.1%) +Types: bool:4,439 +Booleans: true:4,439 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,439/5,605,306 (0.1%) +Types: str:4,439 +Null/Empty: empty_str:4,436 +String length avg: 79.0 +Unique strings tracked: 2 +String values distribution: + 'http://b.thumbs.redditmedia.com/SCo1i5u0fbedXa5bi6...': 2 (66.7%) + 'http://b.thumbs.redditmedia.com/IgJrROcyIv-EfgNY9p...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,438, str:1 +Null/Empty: null:4,438 +String length avg: 22.0 +Unique strings tracked: 1 +String values distribution: + 'https://www.yahoo.com/': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,439/5,605,306 (0.1%) +Types: NoneType:4,439 +Null/Empty: null:4,439 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,439/5,605,306 (0.1%) +Types: bool:4,439 +Booleans: true:208 (4.7%), false:4,231 (95.3%) + +================================================================================ + +================================================================================ +FILE: RS_2015-05.jsonl +Analysis Time: 2026-01-15 07:43:10 +================================================================================ +Total lines: 5,757,886 +Processed lines: 5,757,886 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/asoiaf/comments/34gmv4/spoilers_all_dany_and_he...': 1 (0.0%) + '/r/movies/comments/34gmv5/my_friend_wants_to_be_th...': 1 (0.0%) + '/r/AskReddit/comments/34gmv6/reddit_how_would_you_...': 1 (0.0%) + '/r/ClashOfClans/comments/34gmv7/raidth10s_hows_the...': 1 (0.0%) + '/r/pittsburgh/comments/34gmv8/places_to_watch_mayw...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,399,891, str:1,357,995 +Null/Empty: null:4,399,891, empty_str:33,069 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 230 (0.0%) + 'Xbox One': 168 (0.0%) + 'Trade': 113 (0.0%) + 'Discussion': 99 (0.0%) + 'Question': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:1,440,701,267, max:1,443,167,538, avg:1440731826.5 +Numeric std dev: 34066.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:0, max:11,369, avg:26.8 +Numeric std dev: 201.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:5,264,637, dict:493,249 +Null/Empty: null:5,264,637 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +Null/Empty: empty_str:3,574,558 +String length avg: 717.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + ' ': 3 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'This was automatically posted.': 2 (0.0%) + 'leggo': 2 (0.0%) + 'Is it worth farming in silver-crystal?': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:765 (0.0%), false:5,757,121 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 252 (0.0%) + 'youtube.com': 161 (0.0%) + 'i.imgur.com': 152 (0.0%) + 'self.AskReddit': 64 (0.0%) + 'self.Fireteams': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,757,886/5,757,886 (100.0%) +Types: dict:5,757,886 +Null/Empty: empty_obj:5,264,637 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,766,920, str:990,966 +Null/Empty: null:4,766,920, empty_str:242,661 +String length avg: 20.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'this machine kills fascists': 13 (0.0%) + 'NFL': 8 (0.0%) + 'non presser': 8 (0.0%) + 'Unverified Male': 7 (0.0%) + 'Patriots': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1430439251': 10 (0.0%) + '1430439180': 9 (0.0%) + '1430438437': 8 (0.0%) + '1430438546': 8 (0.0%) + '1430438791': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,757,886/5,757,886 (100.0%) +Types: dict:5,757,886 +Null/Empty: empty_obj:5,433,754 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Super Smash Bros. for Nintendo Wii U {Challengers ...': 3 (0.0%) + 'me irl': 3 (0.0%) + ''Islamist attack' thwarted in Germany, official sa...': 3 (0.0%) + 'tyttmk': 2 (0.0%) + 'Jennifer Morrison': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:5,736,302, str:21,584 +Null/Empty: null:5,736,302 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 21,533 (99.8%) + 'admin': 51 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,882, NoneType:4 +Null/Empty: null:4 +String length avg: 23.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,503 (0.0%) + 'default': 1,345 (0.0%) + 'nsfw': 318 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 35 (0.0%) + 'http://b.thumbs.redditmedia.com/LnQa60JIWRtR-WsN1E...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:1,430,442,000, max:1,433,120,399, avg:1431820885.0 +Numeric std dev: 773221.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 74.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/NOobRXTS5zc': 3 (0.0%) + 'http://www.cnn.com/2015/04/30/europe/germany-terro...': 3 (0.0%) + 'http://www.publicintegrity.org/2015/04/29/17254/bi...': 2 (0.0%) + 'http://www.digitaljournal.com/science/nasa-may-hav...': 2 (0.0%) + 'http://i.imgur.com/eDs1bkd.webm': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:5,433,754, dict:324,132 +Null/Empty: null:5,433,754 + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:0, max:11,369, avg:26.8 +Numeric std dev: 201.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,454,547, int:303,339 +Booleans: true:0 (0.0%), false:5,454,547 (100.0%) +Numeric values: 303,339 total +Numeric range: min:1,430,438,698, max:1,440,746,123, avg:1431924163.4 +Numeric std dev: 1029866.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '34gmv4': 1 (0.0%) + '34gmv5': 1 (0.0%) + '34gmv6': 1 (0.0%) + '34gmv7': 1 (0.0%) + '34gmv8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:0, max:22, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 5,754,148 (99.9%) + 1: 3,477 (0.1%) + 2: 179 (0.0%) + 3: 54 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,397,396, str:1,360,490 +Null/Empty: null:4,397,396, empty_str:285,324 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 369 (0.0%) + '2': 269 (0.0%) + 'trade': 193 (0.0%) + 'discussion': 134 (0.0%) + 'question': 116 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_34gmv4': 1 (0.0%) + 't3_34gmv5': 1 (0.0%) + 't3_34gmv6': 1 (0.0%) + 't3_34gmv7': 1 (0.0%) + 't3_34gmv8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:489,195 (8.5%), false:5,268,691 (91.5%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:0 (0.0%), false:5,757,886 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,757,886/5,757,886 (100.0%) +Types: NoneType:4,833,116, str:924,770 +Null/Empty: null:4,833,116, empty_str:145,901 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'NFLRaiders': 21 (0.0%) + 'PS4': 20 (0.0%) + 'default': 16 (0.0%) + 'ideology-flair': 14 (0.0%) + 'Camera': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,757,886/5,757,886 (100.0%) +Types: int:5,757,886 +Numeric values: 5,757,886 total +Numeric range: min:-45, max:33,724, avg:8.9 +Numeric std dev: 82.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,757,886/5,757,886 (100.0%) +Types: bool:5,757,886 +Booleans: true:2,820,749 (49.0%), false:2,937,137 (51.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,757,886/5,757,886 (100.0%) +Types: str:5,757,886 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 273 (0.0%) + 'AutoModerator': 28 (0.0%) + 'baindaily': 10 (0.0%) + 'raddit-bot': 7 (0.0%) + 'arturh': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,753,124/5,757,886 (99.9%) +Types: str:5,753,124 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 48 (0.0%) + 'Fireteams': 37 (0.0%) + 'funny': 26 (0.0%) + 'videos': 21 (0.0%) + 'GlobalOffensiveTrade': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,753,124/5,757,886 (99.9%) +Types: NoneType:5,753,124 +Null/Empty: null:5,753,124 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,753,124/5,757,886 (99.9%) +Types: str:5,753,124 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 48 (0.0%) + 't5_2zc5x': 37 (0.0%) + 't5_2qh33': 26 (0.0%) + 't5_2qh1e': 21 (0.0%) + 't5_2y6r4': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,753,124/5,757,886 (99.9%) +Types: NoneType:5,753,124 +Null/Empty: null:5,753,124 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,753,124/5,757,886 (99.9%) +Types: NoneType:5,753,124 +Null/Empty: null:5,753,124 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,716,730/5,757,886 (29.8%) +Types: dict:1,716,730 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,716,730/5,757,886 (29.8%) +Types: str:1,716,730 +String length avg: 4.9 +Unique strings tracked: 5 +String values distribution: + 'link': 975,411 (56.8%) + 'self': 299,252 (17.4%) + 'image': 223,022 (13.0%) + 'rich:video': 218,966 (12.8%) + 'video': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,762/5,757,886 (0.1%) +Types: bool:4,762 +Booleans: true:166 (3.5%), false:4,596 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,762 +Null/Empty: null:4,762 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,759, str:3 +Null/Empty: null:4,759 +String length avg: 17.7 +Unique strings tracked: 3 +String values distribution: + 'https://ebay.com': 1 (33.3%) + 'http://zeantsoi.com': 1 (33.3%) + 'https://google.com': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,762/5,757,886 (0.1%) +Types: str:4,762 +Null/Empty: empty_str:4,756 +String length avg: 79.0 +Unique strings tracked: 6 +String values distribution: + 'http://b.thumbs.redditmedia.com/RGxQR64FNXjVj0dOVa...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/bmlvygpJu1W5sWPvRx...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/LfCVjsCYJXB3YIYKjd...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/CWwEXsfEz8Hqr1m6Sp...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/IOKRB5Enm3vIhOC9w4...': 1 (16.7%) + 'http://a.thumbs.redditmedia.com/42iMNNli894kgYiXbb...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,762 +Null/Empty: null:4,762 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,762/5,757,886 (0.1%) +Types: bool:4,762 +Booleans: true:4,762 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,762 +Null/Empty: null:4,762 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,762/5,757,886 (0.1%) +Types: str:4,762 +String length avg: 51.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.jmbullion.com/': 7 (0.1%) + 'https://www.kickstarter.com/projects/1469593941/13...': 6 (0.1%) + 'https://www.udemy.com/cisco-ccna-200-120-course/?c...': 6 (0.1%) + 'http://www.voloe.com': 5 (0.1%) + 'https://www.tipdoff.com/?r=reddit1': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,762/5,757,886 (0.1%) +Types: NoneType:4,757, str:5 +Null/Empty: null:4,757 +String length avg: 65.0 +Unique strings tracked: 4 +String values distribution: + 'https://google.com': 2 (40.0%) + 'https://yahoo.com': 1 (20.0%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (20.0%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (20.0%) + +================================================================================ + +================================================================================ +FILE: RS_2015-06.jsonl +Analysis Time: 2026-01-15 07:49:06 +================================================================================ +Total lines: 5,948,530 +Processed lines: 5,948,530 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:0, max:14,966, avg:26.0 +Numeric std dev: 199.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:1,440,638,817, max:1,443,167,379, avg:1440671126.7 +Numeric std dev: 56538.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +Null/Empty: empty_str:3,580,386 +String length avg: 978.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This was automatically posted': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'http://cineview.me/vidbull.php?url=by5g5fr9d9he': 2 (0.0%) + 'So I got a $20 wallet giftcard, and I decided to b...': 1 (0.0%) + 'Your daughter/son lives a normal, peaceful live. S...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,362,621, dict:585,909 +Null/Empty: null:5,362,621 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:4,474,814, str:1,473,716 +Null/Empty: null:4,474,814, empty_str:39,474 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 253 (0.0%) + 'Xbox One': 169 (0.0%) + 'Trade': 77 (0.0%) + 'Question': 68 (0.0%) + 'Discussion': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 67.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GlobalOffensive/comments/380nz6/this_seriously_...': 1 (0.0%) + '/r/GonewildPorn/comments/380nz7/at_work_bad_girl_f...': 1 (0.0%) + '/r/MealPrepSunday/comments/380nz8/my_first_foray_i...': 1 (0.0%) + '/r/DebateReligion/comments/380nz9/christians_would...': 1 (0.0%) + '/r/australia/comments/380nza/feel_the_power_of_can...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 54.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This OS Almost Made Apple an Entirely Different Co...': 5 (0.0%) + 'United States of America: "Ultra wide version of t...': 3 (0.0%) + 'Sophie Turner': 2 (0.0%) + 'me irl': 2 (0.0%) + '2012-2017 DIA Defense Intelligence Agency Strategy...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,948,530/5,948,530 (100.0%) +Types: dict:5,948,530 +Null/Empty: empty_obj:5,504,611 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,528, NoneType:2 +Null/Empty: null:2 +String length avg: 23.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,857 (0.0%) + 'default': 1,524 (0.0%) + 'nsfw': 316 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 21 (0.0%) + 'http://b.thumbs.redditmedia.com/hA0FTfd4IXEWuQOTfS...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,926,704, str:21,826 +Null/Empty: null:5,926,704 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 21,789 (99.8%) + 'admin': 37 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 238 (0.0%) + 'i.imgur.com': 139 (0.0%) + 'youtube.com': 122 (0.0%) + 'self.Fireteams': 118 (0.0%) + 'us.reddit.com': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:805 (0.0%), false:5,947,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1433116807': 10 (0.0%) + '1433116925': 9 (0.0%) + '1433117040': 9 (0.0%) + '1433116952': 8 (0.0%) + '1433117824': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:4,955,398, str:993,132 +Null/Empty: null:4,955,398, empty_str:231,369 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Distinguished Master Guardian': 7 (0.0%) + 'verified': 7 (0.0%) + 'NNID:': 7 (0.0%) + 'Verified!': 5 (0.0%) + 'VAN - NHL': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,948,530/5,948,530 (100.0%) +Types: dict:5,948,530 +Null/Empty: empty_obj:5,362,621 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:0, max:14,966, avg:26.0 +Numeric std dev: 199.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,635,091, int:313,439 +Booleans: true:0 (0.0%), false:5,635,091 (100.0%) +Numeric values: 313,439 total +Numeric range: min:1,433,117,132, max:1,441,217,918, avg:1434515183.4 +Numeric std dev: 893471.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 75.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.wired.com/2015/05/os-almost-made-apple-...': 5 (0.0%) + 'http://acadiaonmymind.com/2015/05/spring-blossoms-...': 3 (0.0%) + 'http://i.imgur.com/WP7deNH.jpg': 2 (0.0%) + 'https://drscdn.500px.org/photo/110516801/m%3D2048/...': 2 (0.0%) + 'http://www.liveleak.com/view?i=425_1433059222': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,504,611, dict:443,919 +Null/Empty: null:5,504,611 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:1,433,120,400, max:1,435,712,399, avg:1434363865.4 +Numeric std dev: 756574.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:3,025,102 (50.9%), false:2,923,428 (49.1%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 252 (0.0%) + 'AutoModerator': 54 (0.0%) + 'PM_ME_UR_COMPLAINTS': 27 (0.0%) + 'imcerdyful': 10 (0.0%) + 'pelkinglasol': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_380nz6': 1 (0.0%) + 't3_380nz7': 1 (0.0%) + 't3_380nz8': 1 (0.0%) + 't3_380nz9': 1 (0.0%) + 't3_380nza': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:4,478,822, str:1,469,708 +Null/Empty: null:4,478,822, empty_str:383,630 +String length avg: 5.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 747 (0.1%) + '2': 474 (0.0%) + 'question': 148 (0.0%) + 'discussion': 137 (0.0%) + 'all': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:0, max:33, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 5,944,793 (99.9%) + 1: 3,479 (0.1%) + 2: 186 (0.0%) + 3: 38 (0.0%) + 4: 16 (0.0%) + 5: 12 (0.0%) + 7: 2 (0.0%) + 6: 2 (0.0%) + 33: 1 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,948,530/5,948,530 (100.0%) +Types: str:5,948,530 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '380nz6': 1 (0.0%) + '380nz7': 1 (0.0%) + '380nz8': 1 (0.0%) + '380nz9': 1 (0.0%) + '380nza': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,948,530/5,948,530 (100.0%) +Types: NoneType:5,038,955, str:909,575 +Null/Empty: null:5,038,955, empty_str:142,333 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 39 (0.0%) + 'One': 20 (0.0%) + 'Camera': 17 (0.0%) + 'default': 16 (0.0%) + '360': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,948,530/5,948,530 (100.0%) +Types: int:5,948,530 +Numeric values: 5,948,530 total +Numeric range: min:-61, max:29,975, avg:8.6 +Numeric std dev: 84.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:0 (0.0%), false:5,948,530 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,948,530/5,948,530 (100.0%) +Types: bool:5,948,530 +Booleans: true:469,409 (7.9%), false:5,479,121 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,944,104/5,948,530 (99.9%) +Types: str:5,944,104 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 85 (0.0%) + 'modlog': 50 (0.0%) + 'AskReddit': 43 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + 'funny': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,944,104/5,948,530 (99.9%) +Types: NoneType:5,944,104 +Null/Empty: null:5,944,104 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,944,104/5,948,530 (99.9%) +Types: NoneType:5,944,104 +Null/Empty: null:5,944,104 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,944,104/5,948,530 (99.9%) +Types: str:5,944,104 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 85 (0.0%) + 't5_2uf2g': 50 (0.0%) + 't5_2qh1i': 43 (0.0%) + 't5_2y6r4': 27 (0.0%) + 't5_2qh33': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,944,104/5,948,530 (99.9%) +Types: NoneType:5,944,104 +Null/Empty: null:5,944,104 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,786,047/5,948,530 (30.0%) +Types: dict:1,786,047 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,786,047/5,948,530 (30.0%) +Types: str:1,786,047 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 987,422 (55.3%) + 'self': 291,666 (16.3%) + 'rich:video': 279,795 (15.7%) + 'image': 227,131 (12.7%) + 'video': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,426/5,948,530 (0.1%) +Types: str:4,426 +Null/Empty: empty_str:4,425 +String length avg: 79.0 +Unique strings tracked: 1 +String values distribution: + 'http://b.thumbs.redditmedia.com/y5DDaf5x2YzIsl1JBc...': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,426/5,948,530 (0.1%) +Types: bool:4,426 +Booleans: true:190 (4.3%), false:4,236 (95.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,423, str:3 +Null/Empty: null:4,423 +String length avg: 123.3 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/ad/N9003.131843REDD...': 1 (33.3%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (33.3%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,426/5,948,530 (0.1%) +Types: str:4,426 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.kickstarter.com/projects/13598528/sunr...': 13 (0.3%) + 'http://www.caseultra.com/signup.html': 8 (0.2%) + 'http://www.careerdean.com': 6 (0.1%) + 'http://www.purplePTSD.com': 6 (0.1%) + 'http://www.amazon.com/gp/product/B00WS0RAQW': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,426/5,948,530 (0.1%) +Types: bool:4,426 +Booleans: true:4,426 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,426/5,948,530 (0.1%) +Types: NoneType:4,426 +Null/Empty: null:4,426 + +================================================================================ + +================================================================================ +FILE: RS_2015-07.jsonl +Analysis Time: 2026-01-15 07:54:58 +================================================================================ +Total lines: 5,945,498 +Processed lines: 5,945,498 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 5,945,498/5,945,498 (100.0%) +Types: dict:5,945,498 +Null/Empty: empty_obj:5,365,229 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +Null/Empty: empty_str:1 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mena IRL': 5 (0.0%) + 'Deconstructing Privilege': 5 (0.0%) + 'D3 Janna main EUW looking for duo partner': 3 (0.0%) + '[industry]Let's not forget about the TPP guys! Go ...': 3 (0.0%) + 'Smashing yourself in the head with your own drone.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:5,919,782, str:25,716 +Null/Empty: null:5,919,782 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 25,682 (99.9%) + 'admin': 33 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,670 (0.0%) + 'default': 1,421 (0.0%) + 'nsfw': 315 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 36 (0.0%) + 'http://b.thumbs.redditmedia.com/FzASylAULYwObzGUFJ...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:599 (0.0%), false:5,944,899 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 243 (0.0%) + 'i.imgur.com': 157 (0.0%) + 'youtube.com': 152 (0.0%) + 'self.Fireteams': 91 (0.0%) + 'self.AskReddit': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 5,945,498/5,945,498 (100.0%) +Types: dict:5,945,498 +Null/Empty: empty_obj:5,354,250 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,892,991, str:1,052,507 +Null/Empty: null:4,892,991, empty_str:261,134 +String length avg: 21.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'MOD': 11 (0.0%) + 'Distinguished Master Guardian': 9 (0.0%) + 'this machine kills fascists': 8 (0.0%) + 'verified': 6 (0.0%) + 'Lakers': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1435709742': 9 (0.0%) + '1435709855': 9 (0.0%) + '1435708948': 8 (0.0%) + '1435709247': 8 (0.0%) + '1435709364': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:1,440,576,395, max:1,443,167,241, avg:1440608802.8 +Numeric std dev: 58452.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:0, max:13,317, avg:27.1 +Numeric std dev: 204.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:5,354,250, dict:591,248 +Null/Empty: null:5,354,250 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +Null/Empty: empty_str:3,635,221 +String length avg: 681.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This was automatically posted.': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + ' ': 2 (0.0%) + 'I have completed an elite treasure trail. + +': 2 (0.0%) + 'こい！': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/newsokur/comments/3bp16i/うるう秒/': 1 (0.0%) + '/r/dirtykikpals/comments/3bp16j/29_m4f_starting_a_...': 1 (0.0%) + '/r/technology/comments/3bp16l/235960_general_discu...': 1 (0.0%) + '/r/4d3d3d3/comments/3bp16m/testing_a_post/': 1 (0.0%) + '/r/swtor/comments/3bp16o/its_been_a_long_time_sinc...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,621,223, str:1,324,275 +Null/Empty: null:4,621,223, empty_str:31,814 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 254 (0.0%) + 'Xbox One': 187 (0.0%) + 'Trade': 124 (0.0%) + 'Question': 99 (0.0%) + 'Discussion': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:3,015,770 (50.7%), false:2,929,728 (49.3%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 245 (0.0%) + 'AutoModerator': 22 (0.0%) + 'rising_threads_bot': 8 (0.0%) + 'pateras': 7 (0.0%) + 'stevowonder': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3bp16i': 1 (0.0%) + '3bp16j': 1 (0.0%) + '3bp16l': 1 (0.0%) + '3bp16m': 1 (0.0%) + '3bp16o': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3bp16i': 1 (0.0%) + 't3_3bp16j': 1 (0.0%) + 't3_3bp16l': 1 (0.0%) + 't3_3bp16m': 1 (0.0%) + 't3_3bp16o': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:0, max:52, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 5,942,053 (99.9%) + 1: 3,218 (0.1%) + 2: 158 (0.0%) + 3: 35 (0.0%) + 4: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,639,245, str:1,306,253 +Null/Empty: null:4,639,245, empty_str:217,327 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 512 (0.0%) + '2': 346 (0.0%) + 'question': 177 (0.0%) + 'discussion': 145 (0.0%) + 'm4f': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:494,103 (8.3%), false:5,451,395 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:-1, max:40,400, avg:9.3 +Numeric std dev: 85.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:4,986,809, str:958,689 +Null/Empty: null:4,986,809, empty_str:148,161 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 26 (0.0%) + 'flair-default': 25 (0.0%) + 'default': 18 (0.0%) + 'is-a-bot': 11 (0.0%) + 'meonly': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:0, max:13,317, avg:27.1 +Numeric std dev: 204.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,601,552, int:343,946 +Booleans: true:0 (0.0%), false:5,601,552 (100.0%) +Numeric values: 343,946 total +Numeric range: min:1,435,709,058, max:1,440,964,469, avg:1437148683.7 +Numeric std dev: 827560.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 5,945,498/5,945,498 (100.0%) +Types: bool:5,945,498 +Booleans: true:0 (0.0%), false:5,945,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 5,945,498/5,945,498 (100.0%) +Types: int:5,945,498 +Numeric values: 5,945,498 total +Numeric range: min:1,435,712,400, max:1,438,390,799, avg:1437074143.5 +Numeric std dev: 776585.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 5,945,498/5,945,498 (100.0%) +Types: NoneType:5,365,229, dict:580,269 +Null/Empty: null:5,365,229 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 5,945,498/5,945,498 (100.0%) +Types: str:5,945,498 +String length avg: 73.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://thequeeragenda.wordpress.com/2015/06/30/de...': 5 (0.0%) + 'http://imgur.com/sk4X6hi.gifv': 3 (0.0%) + 'http://i.imgur.com/icPZuzV.jpg': 2 (0.0%) + 'http://i.imgur.com/qFoceli.gifv': 2 (0.0%) + 'https://www.youtube.com/watch?v=HkSGeyDOCKo': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 5,941,054/5,945,498 (99.9%) +Types: str:5,941,054 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 65 (0.0%) + 'AskReddit': 54 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + 'leagueoflegends': 19 (0.0%) + 'funny': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 5,941,054/5,945,498 (99.9%) +Types: NoneType:5,941,054 +Null/Empty: null:5,941,054 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 5,941,054/5,945,498 (99.9%) +Types: str:5,941,054 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 65 (0.0%) + 't5_2qh1i': 54 (0.0%) + 't5_2y6r4': 27 (0.0%) + 't5_2rfxx': 19 (0.0%) + 't5_2qh33': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 5,941,054/5,945,498 (99.9%) +Types: NoneType:5,941,054 +Null/Empty: null:5,941,054 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 5,941,054/5,945,498 (99.9%) +Types: NoneType:5,941,054 +Null/Empty: null:5,941,054 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,815,063/5,945,498 (30.5%) +Types: dict:1,815,063 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,815,063/5,945,498 (30.5%) +Types: str:1,815,063 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 972,378 (53.6%) + 'self': 310,099 (17.1%) + 'rich:video': 277,530 (15.3%) + 'image': 255,020 (14.1%) + 'video': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,441, str:3 +Null/Empty: null:4,441 +String length avg: 136.7 +Unique strings tracked: 2 +String values distribution: + 'https://bs.serving-sys.com/BurstingPipe/adServer.b...': 2 (66.7%) + 'http://bs.serving-sys.com/BurstingPipe/adServer.bs...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,444/5,945,498 (0.1%) +Types: bool:4,444 +Booleans: true:4,444 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,444/5,945,498 (0.1%) +Types: str:4,444 +String length avg: 54.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.facebook.com/the905lounge': 10 (0.2%) + 'http://google.com': 9 (0.2%) + 'http://www.amazon.com/Caffeine-Molecule-Necklace-S...': 5 (0.1%) + 'http://www.amazon.com/Dopamine-Molecule-Necklace-S...': 5 (0.1%) + 'https://www.etsy.com/listing/184807369/dragon-ear-...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,444/5,945,498 (0.1%) +Types: str:4,444 +Null/Empty: empty_str:4,439 +String length avg: 79.0 +Unique strings tracked: 5 +String values distribution: + 'http://a.thumbs.redditmedia.com/mkX2cmC5bCTDqFOte_...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/ASzVjD3iYSNsA6r3EC...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/2HIJBxTgiq33yseeLm...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/cLNTMzt6b82RgLxHnK...': 1 (20.0%) + 'http://a.thumbs.redditmedia.com/AbnM6GjVe6hABZ1WNE...': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,444/5,945,498 (0.1%) +Types: NoneType:4,444 +Null/Empty: null:4,444 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,444/5,945,498 (0.1%) +Types: bool:4,444 +Booleans: true:158 (3.6%), false:4,286 (96.4%) + +================================================================================ + +================================================================================ +FILE: RS_2015-08.jsonl +Analysis Time: 2026-01-15 08:00:57 +================================================================================ +Total lines: 6,173,540 +Processed lines: 6,173,540 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:3,147,488 (51.0%), false:3,026,052 (49.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 242 (0.0%) + 'AutoModerator': 34 (0.0%) + 'ikarus84': 8 (0.0%) + 'rotoreuters': 6 (0.0%) + 'Chabombs': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3fcrck': 1 (0.0%) + '3fcrcl': 1 (0.0%) + '3fcrcm': 1 (0.0%) + '3fcrcn': 1 (0.0%) + '3fcrco': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:4,840,922, str:1,332,618 +Null/Empty: null:4,840,922, empty_str:238,333 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 356 (0.0%) + '2': 291 (0.0%) + 'discussion': 170 (0.0%) + 'question': 151 (0.0%) + 'blue': 101 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:0, max:11, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 6,170,593 (100.0%) + 1: 2,776 (0.0%) + 2: 119 (0.0%) + 3: 25 (0.0%) + 4: 11 (0.0%) + 5: 8 (0.0%) + 7: 5 (0.0%) + 6: 1 (0.0%) + 11: 1 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3fcrck': 1 (0.0%) + 't3_3fcrcl': 1 (0.0%) + 't3_3fcrcm': 1 (0.0%) + 't3_3fcrcn': 1 (0.0%) + 't3_3fcrco': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:520,201 (8.4%), false:5,653,339 (91.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,211,129, str:962,411 +Null/Empty: null:5,211,129, empty_str:145,976 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 22 (0.0%) + 'PS4': 15 (0.0%) + 'ver': 9 (0.0%) + 'green': 8 (0.0%) + 'i-gpcm-steam': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:-1, max:59,165, avg:8.8 +Numeric std dev: 83.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:5,814,026, int:359,514 +Booleans: true:0 (0.0%), false:5,814,026 (100.0%) +Numeric values: 359,514 total +Numeric range: min:1,438,387,484, max:1,443,153,827, avg:1439768529.0 +Numeric std dev: 777572.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:0, max:11,869, avg:26.6 +Numeric std dev: 224.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:0 (0.0%), false:6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 73.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/7p3lXAt.jpg': 3 (0.0%) + 'http://i.imgur.com/RyT5qcj.jpg': 3 (0.0%) + 'https://vimeo.com/14240346': 2 (0.0%) + 'http://www.nytimes.com/2015/08/01/world/asia/us-de...': 2 (0.0%) + 'https://youtu.be/3HdeVTm5G5k': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,571,184, dict:602,356 +Null/Empty: null:5,571,184 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:1,438,390,800, max:1,441,069,199, avg:1439752385.7 +Numeric std dev: 768070.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +Null/Empty: empty_str:1 +String length avg: 53.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 8 (0.0%) + 'U.S. Decides to Retaliate Against China’s Hacking': 3 (0.0%) + 'Semptember/October': 3 (0.0%) + 'EOTO Live @ Sonic Bloom [improvised Dubstep] (2010...': 2 (0.0%) + 'September 23 "The Convergence" - Passion for Truth...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,173,540/6,173,540 (100.0%) +Types: dict:6,173,540 +Null/Empty: empty_obj:5,571,184 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:6,148,821, str:24,719 +Null/Empty: null:6,148,821 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 24,681 (99.8%) + 'admin': 38 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,173,540 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 24.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,645 (0.0%) + 'default': 1,410 (0.0%) + 'nsfw': 369 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 19 (0.0%) + 'http://b.thumbs.redditmedia.com/O7mee3QjmgoQGrbiY6...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 279 (0.0%) + 'youtube.com': 162 (0.0%) + 'i.imgur.com': 152 (0.0%) + 'self.Fireteams': 56 (0.0%) + 'self.AskReddit': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,173,540/6,173,540 (100.0%) +Types: bool:6,173,540 +Booleans: true:22,143 (0.4%), false:6,151,397 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,173,540/6,173,540 (100.0%) +Types: dict:6,173,540 +Null/Empty: empty_obj:5,563,661 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1438388129': 10 (0.0%) + '1438387857': 9 (0.0%) + '1438387411': 8 (0.0%) + '1438387636': 8 (0.0%) + '1438387213': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,097,564, str:1,075,976 +Null/Empty: null:5,097,564, empty_str:272,092 +String length avg: 22.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'verified': 6 (0.0%) + 'Supreme Master First Class': 6 (0.0%) + 'Verified!': 5 (0.0%) + 'Legendary Eagle Master': 4 (0.0%) + 'Robot': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:1,440,525,007, max:1,443,167,147, avg:1441089719.3 +Numeric std dev: 1053580.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,173,540/6,173,540 (100.0%) +Types: int:6,173,540 +Numeric values: 6,173,540 total +Numeric range: min:0, max:11,869, avg:26.6 +Numeric std dev: 224.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:5,563,661, dict:609,879 +Null/Empty: null:5,563,661 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +Null/Empty: empty_str:3,662,321 +String length avg: 674.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'This was automatically posted.': 3 (0.0%) + 'https://store.xbox.com/en-US/Xbox-One/Games/METAL-...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'I killed 32 tormented demons, fewer tormented soul...': 2 (0.0%) + 'My 23 birthday is in a month and i want something ...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,173,540/6,173,540 (100.0%) +Types: str:6,173,540 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/3fcrck/what_jobcareer_can_ev...': 1 (0.0%) + '/r/Tentai/comments/3fcrcl/kannomi/': 1 (0.0%) + '/r/listentothis/comments/3fcrcm/glasses_beyond_gla...': 1 (0.0%) + '/r/ImGoingToHellForThis/comments/3fcrcn/all_this_c...': 1 (0.0%) + '/r/alcohol/comments/3fcrco/looking_for_some_nice_l...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,173,540/6,173,540 (100.0%) +Types: NoneType:4,819,094, str:1,354,446 +Null/Empty: null:4,819,094, empty_str:30,273 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 189 (0.0%) + 'Trade': 174 (0.0%) + 'Xbox One': 150 (0.0%) + 'Discussion': 128 (0.0%) + 'Question': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,168,771/6,173,540 (99.9%) +Types: NoneType:6,168,771 +Null/Empty: null:6,168,771 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,168,771/6,173,540 (99.9%) +Types: str:6,168,771 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 40 (0.0%) + 't5_2qh1i': 35 (0.0%) + 't5_2y6r4': 26 (0.0%) + 't5_2qh33': 25 (0.0%) + 't5_2qh0u': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,168,771/6,173,540 (99.9%) +Types: NoneType:6,168,771 +Null/Empty: null:6,168,771 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,168,771/6,173,540 (99.9%) +Types: NoneType:6,168,771 +Null/Empty: null:6,168,771 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,168,771/6,173,540 (99.9%) +Types: str:6,168,771 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 40 (0.0%) + 'AskReddit': 35 (0.0%) + 'GlobalOffensiveTrade': 26 (0.0%) + 'funny': 25 (0.0%) + 'pics': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,988,176/6,173,540 (32.2%) +Types: dict:1,988,176 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,988,176/6,173,540 (32.2%) +Types: str:1,988,176 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,016,099 (51.1%) + 'self': 414,919 (20.9%) + 'rich:video': 292,653 (14.7%) + 'image': 264,369 (13.3%) + 'video': 136 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,769/6,173,540 (0.1%) +Types: bool:4,769 +Booleans: true:4,769 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,769/6,173,540 (0.1%) +Types: str:4,769 +String length avg: 55.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://crmpro.com': 6 (0.1%) + 'http://www.underatedco.com': 5 (0.1%) + 'http://www.iklervape.com': 5 (0.1%) + 'http://google.com': 4 (0.1%) + 'http://www.getRipple.io/nature.html': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,769/6,173,540 (0.1%) +Types: bool:4,769 +Booleans: true:145 (3.0%), false:4,624 (97.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,769/6,173,540 (0.1%) +Types: str:4,769 +Null/Empty: empty_str:4,749 +String length avg: 79.0 +Unique strings tracked: 11 +Top 5 string values: + 'http://a.thumbs.redditmedia.com/QkyjhedDaG_mkL_GzE...': 10 (50.0%) + 'http://b.thumbs.redditmedia.com/GOZ9pcDeoJa_bnwBJw...': 1 (5.0%) + 'http://b.thumbs.redditmedia.com/uIh8NSbK8XBz7eTKcp...': 1 (5.0%) + 'http://b.thumbs.redditmedia.com/fkYtZ3ih5sN1o-1HOF...': 1 (5.0%) + 'http://b.thumbs.redditmedia.com/ajXPZT7fhL8VMUYCZK...': 1 (5.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,769/6,173,540 (0.1%) +Types: NoneType:4,769 +Null/Empty: null:4,769 + +================================================================================ + +================================================================================ +FILE: RS_2015-09.jsonl +Analysis Time: 2026-01-15 08:07:07 +================================================================================ +Total lines: 6,176,407 +Processed lines: 6,176,407 +Total unique fields: 51 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 297 (0.0%) + 'AutoModerator': 30 (0.0%) + 'ns81aaf': 30 (0.0%) + 'mfuierqw8': 21 (0.0%) + 'rotoreuters': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:4,961,206, str:1,215,201 +Null/Empty: null:4,961,206, empty_str:106,709 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 324 (0.0%) + '2': 197 (0.0%) + 'discussion': 164 (0.0%) + 'question': 149 (0.0%) + 'red': 83 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:10,489, avg:25.4 +Numeric std dev: 203.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 74.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/iDLR7n9.jpg': 3 (0.0%) + 'http://imgur.com/a/fE6hL': 3 (0.0%) + 'http://www.foxnews.com/us/2015/08/31/police-office...': 2 (0.0%) + 'http://www.reddit.com/r/trashy/comments/3j3pwy/pro...': 2 (0.0%) + 'https://youtu.be/foil0hzl4Pg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:474,341 (7.7%), false:5,702,066 (92.3%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:10,489, avg:25.4 +Numeric std dev: 203.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/3j5hvv/what_is_the_luckiest_...': 1 (0.0%) + '/r/Advice/comments/3j5hvw/how_do_i_prioritize_what...': 1 (0.0%) + '/r/gaming/comments/3j5hvx/i_made_an_ultracheesy_re...': 1 (0.0%) + '/r/FutureWhatIf/comments/3j5hvy/fwi_challenge_make...': 1 (0.0%) + '/r/Neverwinter/comments/3j5hvz/i_have_a_bta_coales...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3j5hvv': 1 (0.0%) + 't3_3j5hvw': 1 (0.0%) + 't3_3j5hvx': 1 (0.0%) + 't3_3j5hvy': 1 (0.0%) + 't3_3j5hvz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,176,407/6,176,407 (100.0%) +Types: dict:6,176,407 +Null/Empty: empty_obj:5,591,944 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:399 (0.0%), false:6,176,008 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:1,450,760,969, max:1,450,870,784, avg:1450794257.7 +Numeric std dev: 19266.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:18, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 6,173,430 (100.0%) + 1: 2,788 (0.0%) + 2: 139 (0.0%) + 3: 29 (0.0%) + 4: 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +Null/Empty: empty_str:2,836,333 +String length avg: 385.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 477 (0.0%) + '[removed]': 305 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'Looking to sell a copy of Max Payne 2, taking any ...': 2 (0.0%) + 'In many ways it's much harder to break away from t...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,217,051, str:959,356 +Null/Empty: null:5,217,051, empty_str:293,184 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Pirate': 41 (0.0%) + 'This user has not yet been verified.': 9 (0.0%) + 'Legendary Eagle': 8 (0.0%) + 'Supreme Master First Class': 8 (0.0%) + 'http://steamcommunity.com/profiles/765611980063403...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,583,713, dict:592,694 +Null/Empty: null:5,583,713 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:5,869,037, int:307,370 +Booleans: true:0 (0.0%), false:5,869,037 (100.0%) +Numeric values: 307,370 total +Numeric range: min:1,441,065,840, max:1,450,820,668, avg:1442458928.9 +Numeric std dev: 972613.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:1,441,094,400, max:1,443,686,399, avg:1442388862.1 +Numeric std dev: 749916.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1441066629': 10 (0.0%) + '1441066017': 9 (0.0%) + '1441065622': 8 (0.0%) + '1441065633': 8 (0.0%) + '1441065644': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,221,972, str:954,435 +Null/Empty: null:5,221,972, empty_str:137,242 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pirate': 41 (0.0%) + 'PS4': 27 (0.0%) + 'default': 20 (0.0%) + 'hi': 20 (0.0%) + 'SmashLogo': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,176,407/6,176,407 (100.0%) +Types: dict:6,176,407 +Null/Empty: empty_obj:5,583,713 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:6,152,466, str:23,941 +Null/Empty: null:6,152,466 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 23,907 (99.9%) + 'admin': 34 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 201 (0.0%) + 'youtube.com': 158 (0.0%) + 'i.imgur.com': 117 (0.0%) + 'self.AskReddit': 71 (0.0%) + 'reddit.com': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:5,591,944, dict:584,463 +Null/Empty: null:5,591,944 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 3 (0.0%) + 'I'm Batman': 2 (0.0%) + 'LZ 129 Hindenburg arrival at NAS Lakehurst, May 9,...': 2 (0.0%) + 'Best Trailer Prices Boise ID 8.5x20, 8.5x24, 8.5x...': 2 (0.0%) + 'DEF CON 23 - Cracking CryptoCurrency Brainwallets': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3j5hvv': 1 (0.0%) + '3j5hvw': 1 (0.0%) + '3j5hvx': 1 (0.0%) + '3j5hvy': 1 (0.0%) + '3j5hvz': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:3,110,674 (50.4%), false:3,065,733 (49.6%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:645 (0.0%), false:6,175,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,176,407/6,176,407 (100.0%) +Types: NoneType:4,938,829, str:1,237,578 +Null/Empty: null:4,938,829, empty_str:30,907 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 198 (0.0%) + 'Discussion': 126 (0.0%) + 'Xbox One': 108 (0.0%) + 'Question': 104 (0.0%) + 'Video': 43 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,176,407/6,176,407 (100.0%) +Types: str:6,176,407 +String length avg: 23.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,708 (0.0%) + 'default': 1,460 (0.0%) + 'nsfw': 324 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 21 (0.0%) + 'http://a.thumbs.redditmedia.com/CLjXHcMfSRDYoFlmyX...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,176,407/6,176,407 (100.0%) +Types: bool:6,176,407 +Booleans: true:0 (0.0%), false:6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,176,407 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,176,407/6,176,407 (100.0%) +Types: int:6,176,407 +Numeric values: 6,176,407 total +Numeric range: min:0, max:32,204, avg:8.5 +Numeric std dev: 82.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,171,803/6,176,407 (99.9%) +Types: NoneType:6,171,803 +Null/Empty: null:6,171,803 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,171,803/6,176,407 (99.9%) +Types: str:6,171,803 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 58 (0.0%) + 't5_399n0': 51 (0.0%) + 't5_2zc5x': 39 (0.0%) + 't5_2rfxx': 30 (0.0%) + 't5_2qh33': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,171,803/6,176,407 (99.9%) +Types: NoneType:6,171,803 +Null/Empty: null:6,171,803 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,171,803/6,176,407 (99.9%) +Types: NoneType:6,171,803 +Null/Empty: null:6,171,803 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,171,803/6,176,407 (99.9%) +Types: str:6,171,803 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 58 (0.0%) + 'news_r': 51 (0.0%) + 'Fireteams': 39 (0.0%) + 'leagueoflegends': 30 (0.0%) + 'funny': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,935,980/6,176,407 (31.3%) +Types: str:1,935,980 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,005,286 (51.9%) + 'self': 405,873 (21.0%) + 'rich:video': 288,523 (14.9%) + 'image': 236,224 (12.2%) + 'video': 74 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,935,980/6,176,407 (31.3%) +Types: dict:1,935,980 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,604/6,176,407 (0.1%) +Types: str:4,604 +String length avg: 53.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://bananamessage.com': 14 (0.3%) + 'https://www.reddit.com/promoted/new_promo?utm_sour...': 7 (0.2%) + 'http://www.liveleak.com/view?i=7d3_1441233564': 5 (0.1%) + 'http://www.whatsmovingindia.com/content/jnu-goes-p...': 4 (0.1%) + 'http://store.steampowered.com/app/384300/': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,604/6,176,407 (0.1%) +Types: bool:4,604 +Booleans: true:160 (3.5%), false:4,444 (96.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,604/6,176,407 (0.1%) +Types: bool:4,604 +Booleans: true:4,604 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,604/6,176,407 (0.1%) +Types: NoneType:4,604 +Null/Empty: null:4,604 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,604/6,176,407 (0.1%) +Types: str:4,604 +Null/Empty: empty_str:4,592 +String length avg: 79.0 +Unique strings tracked: 10 +String values distribution: + 'http://b.thumbs.redditmedia.com/QPn1M-9PZsZyKfOOCK...': 2 (16.7%) + 'http://b.thumbs.redditmedia.com/CWwEXsfEz8Hqr1m6Sp...': 2 (16.7%) + 'http://b.thumbs.redditmedia.com/83yr7UKToi56h0Bu-_...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/t3Is4eUWdtNvi8FidH...': 1 (8.3%) + 'http://a.thumbs.redditmedia.com/E2e6_IcBm-T8YCo5xT...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/j0tjwJ-LUhKCL8p0PH...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/H5RMKX4FS8yjtBVRRy...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/aDJ0cuutaAIIw1_kKM...': 1 (8.3%) + 'http://a.thumbs.redditmedia.com/CETAcZAzIIe6hdk0WI...': 1 (8.3%) + 'http://b.thumbs.redditmedia.com/c_f2XoeppWtJEiF-BR...': 1 (8.3%) + +================================================================================ + +================================================================================ +FILE: RS_2015-10.jsonl +Analysis Time: 2026-01-15 08:13:23 +================================================================================ +Total lines: 6,310,673 +Processed lines: 6,310,673 +Total unique fields: 51 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,310,673/6,310,673 (100.0%) +Types: dict:6,310,673 +Null/Empty: empty_obj:5,635,462 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,306,612, str:1,004,061 +Null/Empty: null:5,306,612, empty_str:145,891 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 79 (0.0%) + 'One': 38 (0.0%) + 'hi': 23 (0.0%) + 'green': 15 (0.0%) + 'roastlink': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:1,443,679,756, max:1,446,364,799, avg:1445046838.3 +Numeric std dev: 771269.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1443658255': 11 (0.0%) + '1443657793': 9 (0.0%) + '1443657977': 9 (0.0%) + '1443657614': 8 (0.0%) + '1443657680': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,635,462, dict:675,211 +Null/Empty: null:5,635,462 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,012,974, int:297,699 +Booleans: true:0 (0.0%), false:6,012,974 (100.0%) +Numeric values: 297,699 total +Numeric range: min:1,443,657,867, max:1,450,756,208, avg:1445111618.0 +Numeric std dev: 892550.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:27,801, avg:8.9 +Numeric std dev: 88.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:4,924,175, str:1,386,498 +Null/Empty: null:4,924,175, empty_str:25,133 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 755 (0.1%) + 'Xbox One': 472 (0.0%) + 'Question': 136 (0.0%) + 'Discussion': 135 (0.0%) + 'serious replies only': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,865 (0.0%) + 'default': 1,499 (0.0%) + 'nsfw': 323 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 19 (0.0%) + 'http://b.thumbs.redditmedia.com/o4ucQ6PtDCu_pxijJD...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Weight Losing Club - Your complete guide to losing...': 4 (0.0%) + 'me irl': 3 (0.0%) + 'Kelly Hall for Page3 (Thursday October 1st)': 2 (0.0%) + 'Reinforcement Sensitivity Theory and Cognitive Arc...': 2 (0.0%) + 'Sex and rape are completely unrelated.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3n1bn8': 1 (0.0%) + '3n1bn9': 1 (0.0%) + '3n1bna': 1 (0.0%) + '3n1bnb': 1 (0.0%) + '3n1bnc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:3,188,931 (50.5%), false:3,121,742 (49.5%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:777 (0.0%), false:6,309,896 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,644,115, dict:666,558 +Null/Empty: null:5,644,115 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:6,285,588, str:25,085 +Null/Empty: null:6,285,588 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 25,064 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 253 (0.0%) + 'self.Fireteams': 232 (0.0%) + 'i.imgur.com': 158 (0.0%) + 'youtube.com': 146 (0.0%) + 'self.AskReddit': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:41,199, avg:26.5 +Numeric std dev: 209.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 67.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/FFXIVRECRUITMENT/comments/3n1bn8/sirenfclfmmcc_...': 1 (0.0%) + '/r/askMRP/comments/3n1bn9/do_you_have_experience_r...': 1 (0.0%) + '/r/tf2/comments/3n1bna/after_28_contracts_and_3640...': 1 (0.0%) + '/r/GreenBayPackers/comments/3n1bnb/packers_vs_cowb...': 1 (0.0%) + '/r/roblox/comments/3n1bnc/stop_xbox_one_exclusive_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 74.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.weightlosingclub.com/': 4 (0.0%) + 'http://imgur.com/a/QTBly': 2 (0.0%) + 'http://i.imgur.com/5IChLCj.jpg': 2 (0.0%) + 'http://imgur.com/a/QHrLF': 2 (0.0%) + 'http://www.cs.northwestern.edu/~ortony/Andrew_Orto...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:488,518 (7.7%), false:5,822,155 (92.3%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:41,199, avg:26.5 +Numeric std dev: 209.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:4,946,753, str:1,363,920 +Null/Empty: null:4,946,753, empty_str:113,601 +String length avg: 5.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 1,179 (0.1%) + '2': 767 (0.1%) + 'discussion': 167 (0.0%) + 'question': 164 (0.0%) + 'red': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 216 (0.0%) + 'AutoModerator': 32 (0.0%) + 'ns81aaf': 17 (0.0%) + 'rotoreuters': 11 (0.0%) + 'quellaman': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +Null/Empty: empty_str:2,918,009 +String length avg: 374.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 411 (0.0%) + '[removed]': 243 (0.0%) + 'Lately I've been thinking a lot about Drake and th...': 2 (0.0%) + 'post psn + light': 2 (0.0%) + 'I found a crystal triskelion fragment. + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,310,673/6,310,673 (100.0%) +Types: NoneType:5,300,135, str:1,010,538 +Null/Empty: null:5,300,135, empty_str:296,552 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Approved': 10 (0.0%) + 'The Global Elite': 6 (0.0%) + 'This user has not yet been verified.': 5 (0.0%) + 'GCX Beginner': 5 (0.0%) + 'honkytonkin'': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:0 (0.0%), false:6,310,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:0, max:32, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 6,307,491 (99.9%) + 1: 2,952 (0.0%) + 2: 169 (0.0%) + 3: 33 (0.0%) + 4: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,310,673/6,310,673 (100.0%) +Types: bool:6,310,673 +Booleans: true:1,953 (0.0%), false:6,308,720 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,310,673/6,310,673 (100.0%) +Types: int:6,310,673 +Numeric values: 6,310,673 total +Numeric range: min:1,450,692,664, max:1,450,870,699, avg:1450726890.5 +Numeric std dev: 19800.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,310,673/6,310,673 (100.0%) +Types: dict:6,310,673 +Null/Empty: empty_obj:5,644,115 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,310,673/6,310,673 (100.0%) +Types: str:6,310,673 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3n1bn8': 1 (0.0%) + 't3_3n1bn9': 1 (0.0%) + 't3_3n1bna': 1 (0.0%) + 't3_3n1bnb': 1 (0.0%) + 't3_3n1bnc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,305,244/6,310,673 (99.9%) +Types: str:6,305,244 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 157 (0.0%) + 'AskReddit': 54 (0.0%) + 'news_r': 39 (0.0%) + 'leagueoflegends': 26 (0.0%) + 'funny': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,305,244/6,310,673 (99.9%) +Types: NoneType:6,305,244 +Null/Empty: null:6,305,244 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,305,244/6,310,673 (99.9%) +Types: NoneType:6,305,244 +Null/Empty: null:6,305,244 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,305,244/6,310,673 (99.9%) +Types: NoneType:6,305,244 +Null/Empty: null:6,305,244 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,305,244/6,310,673 (99.9%) +Types: str:6,305,244 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 157 (0.0%) + 't5_2qh1i': 54 (0.0%) + 't5_399n0': 39 (0.0%) + 't5_2rfxx': 26 (0.0%) + 't5_2qh33': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,954,187/6,310,673 (31.0%) +Types: dict:1,954,187 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,954,187/6,310,673 (31.0%) +Types: str:1,954,187 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,041,541 (53.3%) + 'self': 343,826 (17.6%) + 'rich:video': 323,913 (16.6%) + 'image': 244,795 (12.5%) + 'video': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5,429/6,310,673 (0.1%) +Types: str:5,429 +Null/Empty: empty_str:5,424 +String length avg: 79.0 +Unique strings tracked: 5 +String values distribution: + 'http://b.thumbs.redditmedia.com/RvYZnZuOqJBIitr0am...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/ehiXExVmuHt2tRU48W...': 1 (20.0%) + 'http://a.thumbs.redditmedia.com/y8N1rXaauRfFaW63FP...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/GgFFrXJgQrp_qVsXRi...': 1 (20.0%) + 'http://b.thumbs.redditmedia.com/p_mdD2r-DfkFmwXA-M...': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 5,429/6,310,673 (0.1%) +Types: bool:5,429 +Booleans: true:183 (3.4%), false:5,246 (96.6%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5,429/6,310,673 (0.1%) +Types: bool:5,429 +Booleans: true:5,429 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5,429/6,310,673 (0.1%) +Types: str:5,429 +String length avg: 52.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=3g6W946Gbko': 9 (0.2%) + 'http://google.com': 8 (0.1%) + 'http://www.solu.co': 7 (0.1%) + 'http://bulkworkgloves.com': 6 (0.1%) + 'http://10thplanetejuice.com/': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5,429/6,310,673 (0.1%) +Types: NoneType:5,429 +Null/Empty: null:5,429 + +================================================================================ + +================================================================================ +FILE: RS_2015-11.jsonl +Analysis Time: 2026-01-15 08:19:41 +================================================================================ +Total lines: 6,113,675 +Processed lines: 6,113,675 +Total unique fields: 51 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,113,675/6,113,675 (100.0%) +Types: dict:6,113,675 +Null/Empty: empty_obj:5,423,547 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,159,135, str:954,540 +Null/Empty: null:5,159,135, empty_str:138,382 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 67 (0.0%) + 'PS4': 39 (0.0%) + 'One': 19 (0.0%) + 'blue': 16 (0.0%) + 'default': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1446336489': 8 (0.0%) + '1446336661': 8 (0.0%) + '1446336007': 7 (0.0%) + '1446336030': 7 (0.0%) + '1446336071': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:1,446,364,800, max:1,448,956,799, avg:1447659650.6 +Numeric std dev: 750704.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:5,828,856, int:284,819 +Booleans: true:0 (0.0%), false:5,828,856 (100.0%) +Numeric values: 284,819 total +Numeric range: min:1,446,336,188, max:1,450,679,810, avg:1447677380.8 +Numeric std dev: 794882.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,423,547, dict:690,128 +Null/Empty: null:5,423,547 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:30,363, avg:8.9 +Numeric std dev: 89.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:4,803,068, str:1,310,607 +Null/Empty: null:4,803,068, empty_str:34,065 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 486 (0.0%) + 'Xbox One': 291 (0.0%) + 'Discussion': 123 (0.0%) + 'Question': 94 (0.0%) + 'Track Eleven': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,329 (0.0%) + 'default': 1,201 (0.0%) + 'nsfw': 359 (0.0%) + 'http://a.thumbs.redditmedia.com/PDQadCzYX_x1bU3KrY...': 13 (0.0%) + 'http://a.thumbs.redditmedia.com/t15euzf2MRc9ijhHZJ...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:517 (0.0%), false:6,113,158 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3r0zf4': 1 (0.0%) + '3r0zf5': 1 (0.0%) + '3r0zf6': 1 (0.0%) + '3r0zf7': 1 (0.0%) + '3r0zf8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 54.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'UK 'late' to recognise need to tackle extremist vi...': 5 (0.0%) + 'Dress coming off': 5 (0.0%) + 'Lucy Collett for Page 3, November 1 (X-post /r/Pag...': 4 (0.0%) + 'Happy Halloween!': 3 (0.0%) + 'Great ass': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:3,110,066 (50.9%), false:3,003,609 (49.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,448,705, dict:664,970 +Null/Empty: null:5,448,705 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:6,089,321, str:24,354 +Null/Empty: null:6,089,321 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 24,333 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 403 (0.0%) + 'i.imgur.com': 242 (0.0%) + 'self.Fireteams': 164 (0.0%) + 'youtube.com': 163 (0.0%) + 'self.AskReddit': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/botania/comments/3r0zf4/botanical_addons_griefe...': 1 (0.0%) + '/r/fireemblemcasual/comments/3r0zf5/new_jontron/': 1 (0.0%) + '/r/PersonalFinanceCanada/comments/3r0zf6/moving_fr...': 1 (0.0%) + '/r/mylittlepony/comments/3r0zf7/retail/': 1 (0.0%) + '/r/Rariteon/comments/3r0zf8/levelled_up_mining/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:10,109, avg:26.9 +Numeric std dev: 212.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:467,577 (7.6%), false:5,646,098 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 74.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/a/DzRg4': 5 (0.0%) + 'http://i.imgur.com/M7lqD.jpg': 5 (0.0%) + 'https://www.youtube.com/watch?v=34S6_CWibJE': 4 (0.0%) + 'http://gfycat.com/PointedBetterHomalocephale': 4 (0.0%) + 'http://gfycat.com/SlowFrighteningBurro': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:10,109, avg:26.9 +Numeric std dev: 212.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:4,824,607, str:1,289,068 +Null/Empty: null:4,824,607, empty_str:111,886 +String length avg: 5.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 844 (0.1%) + '2': 489 (0.0%) + 'discussion': 168 (0.0%) + 'question': 121 (0.0%) + 'video': 86 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 225 (0.0%) + 'AutoModerator': 39 (0.0%) + 'BangAndAWhimper': 12 (0.0%) + 'arturh': 11 (0.0%) + 'PanKing92': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,113,675/6,113,675 (100.0%) +Types: NoneType:5,154,474, str:959,201 +Null/Empty: null:5,154,474, empty_str:283,291 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Global Elite': 7 (0.0%) + 'Verified!': 6 (0.0%) + 'master of ham': 6 (0.0%) + 'OP': 5 (0.0%) + 'Supreme Master First Class': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +Null/Empty: empty_str:2,819,737 +String length avg: 364.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 515 (0.0%) + '[removed]': 239 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'I'll be staying at the Sheraton. I love the hawks....': 2 (0.0%) + 'Hey all, + +There is a petition going round at the m...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:0, max:8, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 8 +Numeric values distribution: + 0: 6,110,375 (99.9%) + 1: 3,091 (0.1%) + 2: 157 (0.0%) + 3: 30 (0.0%) + 4: 13 (0.0%) + 5: 4 (0.0%) + 6: 3 (0.0%) + 8: 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:6,444 (0.1%), false:6,107,231 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,113,675/6,113,675 (100.0%) +Types: int:6,113,675 +Numeric values: 6,113,675 total +Numeric range: min:1,450,623,510, max:1,450,870,580, avg:1450659495.5 +Numeric std dev: 19251.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,113,675/6,113,675 (100.0%) +Types: bool:6,113,675 +Booleans: true:0 (0.0%), false:6,113,675 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,113,675/6,113,675 (100.0%) +Types: str:6,113,675 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3r0zf4': 1 (0.0%) + 't3_3r0zf5': 1 (0.0%) + 't3_3r0zf6': 1 (0.0%) + 't3_3r0zf7': 1 (0.0%) + 't3_3r0zf8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,113,675/6,113,675 (100.0%) +Types: dict:6,113,675 +Null/Empty: empty_obj:5,448,705 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,108,923/6,113,675 (99.9%) +Types: str:6,108,923 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fireteams': 119 (0.0%) + 'pics': 57 (0.0%) + 'AskReddit': 47 (0.0%) + 'leagueoflegends': 21 (0.0%) + 'funny': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,108,923/6,113,675 (99.9%) +Types: NoneType:6,108,923 +Null/Empty: null:6,108,923 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,108,923/6,113,675 (99.9%) +Types: NoneType:6,108,923 +Null/Empty: null:6,108,923 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,108,923/6,113,675 (99.9%) +Types: NoneType:6,108,923 +Null/Empty: null:6,108,923 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,108,923/6,113,675 (99.9%) +Types: str:6,108,923 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2zc5x': 119 (0.0%) + 't5_2qh0u': 57 (0.0%) + 't5_2qh1i': 47 (0.0%) + 't5_2rfxx': 21 (0.0%) + 't5_2qh33': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,840,085/6,113,675 (30.1%) +Types: dict:1,840,085 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,840,085/6,113,675 (30.1%) +Types: str:1,840,085 +String length avg: 5.2 +Unique strings tracked: 5 +String values distribution: + 'link': 1,002,173 (54.5%) + 'rich:video': 315,432 (17.1%) + 'self': 295,581 (16.1%) + 'image': 226,817 (12.3%) + 'video': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,752/6,113,675 (0.1%) +Types: bool:4,752 +Booleans: true:197 (4.1%), false:4,555 (95.9%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,752/6,113,675 (0.1%) +Types: bool:4,752 +Booleans: true:4,752 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,752/6,113,675 (0.1%) +Types: str:4,752 +Null/Empty: empty_str:4,751 +String length avg: 79.0 +Unique strings tracked: 1 +String values distribution: + 'http://b.thumbs.redditmedia.com/HWnMqxJRpSO74y8RmW...': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,752/6,113,675 (0.1%) +Types: str:4,752 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.google.com': 7 (0.1%) + 'http://wudbx.com/?utm_source=reddit%20ad&utm_m...': 7 (0.1%) + 'http://dreamindiagroup.com/projectDreamAvenue.html': 6 (0.1%) + 'https://www.viewster.com/omakase/?utm_source=reddi...': 5 (0.1%) + 'http://www.FitnessHustler.com': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,752/6,113,675 (0.1%) +Types: NoneType:4,752 +Null/Empty: null:4,752 + +================================================================================ + +================================================================================ +FILE: RS_2015-12.jsonl +Analysis Time: 2026-01-15 08:26:08 +================================================================================ +Total lines: 6,322,479 +Processed lines: 6,322,479 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,322,479/6,322,479 (100.0%) +Types: dict:6,322,479 +Null/Empty: empty_obj:5,600,349 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:6,297,012, str:25,467 +Null/Empty: null:6,297,012 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 25,432 (99.9%) + 'admin': 35 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:9,569 (0.2%), false:6,312,910 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 74.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.bbc.co.uk/blogs/doctorwho/entries/10dd7...': 4 (0.0%) + 'http://www.valuewalk.com/2015/11/scranton-detroit/': 2 (0.0%) + 'http://imgur.com/a/Brz7x': 2 (0.0%) + 'http://imgur.com/XnwnQ10': 2 (0.0%) + 'http://www.almasdarnews.com/article/breaking-yemen...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:406 (0.0%), false:6,322,073 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,322,479/6,322,479 (100.0%) +Types: dict:6,322,479 +Null/Empty: empty_obj:5,625,512 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:14, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 6,318,725 (99.9%) + 1: 3,537 (0.1%) + 2: 154 (0.0%) + 3: 35 (0.0%) + 4: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/beermoney/comments/3uxbvg/apptrailers_lets_help...': 1 (0.0%) + '/r/Rainmeter/comments/3uxbvh/star_citizen_ggl/': 1 (0.0%) + '/r/tf2/comments/3uxbvi/please_fix_the_snipers_cons...': 1 (0.0%) + '/r/k12jerk/comments/3uxbvj/topmovie_querelle_1982_...': 1 (0.0%) + '/r/ImagesOfIndia/comments/3uxbvk/my_chilobrachys_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 23.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,532 (0.0%) + 'default': 1,445 (0.0%) + 'nsfw': 323 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 16 (0.0%) + 'http://b.thumbs.redditmedia.com/V4yAjZSPSGUdhfYae4...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,351,431, str:971,048 +Null/Empty: null:5,351,431, empty_str:137,811 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'roastlink': 25 (0.0%) + 'hi': 20 (0.0%) + 'PS4': 18 (0.0%) + 'default': 14 (0.0%) + 'text-pcmr color-pcmr icon-steam': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:1,450,621,885, max:1,455,062,783, avg:1454825713.4 +Numeric std dev: 657465.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:3,257,951 (51.5%), false:3,064,528 (48.5%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,625,512, dict:696,967 +Null/Empty: null:5,625,512 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 159 (0.0%) + 'youtube.com': 142 (0.0%) + 'i.imgur.com': 78 (0.0%) + 'self.AskReddit': 58 (0.0%) + 'self.Fireteams': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +Null/Empty: empty_str:2,873,949 +String length avg: 371.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[removed]': 412 (0.0%) + '[deleted]': 383 (0.0%) + 'Hey guys, + +I've posted about this before but I'm a...': 2 (0.0%) + 'Alexandra Park BJJ in Muswell Hill will be running...': 2 (0.0%) + 'GT: PRShortman': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,250,812, str:1,071,667 +Null/Empty: null:5,250,812, empty_str:285,569 +String length avg: 22.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The First Ideologue of the IFA': 7 (0.0%) + 'verified': 7 (0.0%) + 'This user has not yet been verified.': 6 (0.0%) + 'Verified': 5 (0.0%) + 'JUST DO IT!': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:4,911,980, str:1,410,499 +Null/Empty: null:4,911,980, empty_str:232,492 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 344 (0.0%) + '2': 191 (0.0%) + 'discussion': 175 (0.0%) + 'question': 102 (0.0%) + 'red': 81 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,011,017, int:311,462 +Booleans: true:0 (0.0%), false:6,011,017 (100.0%) +Numeric values: 311,462 total +Numeric range: min:1,448,928,310, max:1,454,957,399, avg:1450337439.6 +Numeric std dev: 869919.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 203 (0.0%) + 'AutoModerator': 30 (0.0%) + 'phman79': 9 (0.0%) + 'fresh_funny': 5 (0.0%) + 'farklinkbot': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:526,643 (8.3%), false:5,795,836 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:5,600,349, dict:722,130 +Null/Empty: null:5,600,349 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:10,902, avg:26.6 +Numeric std dev: 213.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:1,448,928,000, max:1,451,606,399, avg:1450223985.4 +Numeric std dev: 769251.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:10,902, avg:26.6 +Numeric std dev: 213.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,322,479/6,322,479 (100.0%) +Types: bool:6,322,479 +Booleans: true:0 (0.0%), false:6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3uxbvg': 1 (0.0%) + 't3_3uxbvh': 1 (0.0%) + 't3_3uxbvi': 1 (0.0%) + 't3_3uxbvj': 1 (0.0%) + 't3_3uxbvk': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3uxbvg': 1 (0.0%) + '3uxbvh': 1 (0.0%) + '3uxbvi': 1 (0.0%) + '3uxbvj': 1 (0.0%) + '3uxbvk': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,322,479/6,322,479 (100.0%) +Types: NoneType:4,889,759, str:1,432,720 +Null/Empty: null:4,889,759, empty_str:37,823 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 220 (0.0%) + 'Discussion': 145 (0.0%) + 'Xbox One': 128 (0.0%) + 'Question': 100 (0.0%) + 'Video': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,322,479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,322,479/6,322,479 (100.0%) +Types: int:6,322,479 +Numeric values: 6,322,479 total +Numeric range: min:0, max:48,813, avg:8.8 +Numeric std dev: 91.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,322,479/6,322,479 (100.0%) +Types: str:6,322,479 +String length avg: 54.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'He's had enough of this world': 3 (0.0%) + 'GAME THREAD: Boston Celtics @ Miami Heat - (Nov. 3...': 2 (0.0%) + 'Scranton Could Be The Next Detroit: Here's Why': 2 (0.0%) + 'My newest heels...like them?': 2 (0.0%) + 'Sex Videos - We collect the best porn movies for y...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,317,624/6,322,479 (99.9%) +Types: NoneType:6,317,624 +Null/Empty: null:6,317,624 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,317,624/6,322,479 (99.9%) +Types: str:6,317,624 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_2zc5x': 42 (0.0%) + 't5_2rnve': 16 (0.0%) + 't5_2qh33': 16 (0.0%) + 't5_2rfxx': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,317,624/6,322,479 (99.9%) +Types: NoneType:6,317,624 +Null/Empty: null:6,317,624 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,317,624/6,322,479 (99.9%) +Types: NoneType:6,317,624 +Null/Empty: null:6,317,624 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,317,624/6,322,479 (99.9%) +Types: str:6,317,624 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'Fireteams': 42 (0.0%) + 'buildapc': 16 (0.0%) + 'funny': 16 (0.0%) + 'leagueoflegends': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 1,910,057/6,322,479 (30.2%) +Types: str:1,910,057 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,008,620 (52.8%) + 'self': 342,833 (17.9%) + 'rich:video': 325,219 (17.0%) + 'image': 233,237 (12.2%) + 'video': 148 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 1,910,057/6,322,479 (30.2%) +Types: dict:1,910,057 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,855/6,322,479 (0.1%) +Types: bool:4,855 +Booleans: true:213 (4.4%), false:4,642 (95.6%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,855/6,322,479 (0.1%) +Types: str:4,855 +Null/Empty: empty_str:4,846 +String length avg: 79.0 +Unique strings tracked: 5 +String values distribution: + 'http://b.thumbs.redditmedia.com/QzLk46hppCTRGzS5xO...': 3 (33.3%) + 'http://b.thumbs.redditmedia.com/fOrBdPOJB4dj1j_mRT...': 2 (22.2%) + 'http://b.thumbs.redditmedia.com/ID9VK13Sknjz0SWZh9...': 2 (22.2%) + 'http://b.thumbs.redditmedia.com/ZyN1jBj2PU3u5HWKoS...': 1 (11.1%) + 'http://b.thumbs.redditmedia.com/b0XBtAZ9y8MPJ-N7wd...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,855/6,322,479 (0.1%) +Types: bool:4,855 +Booleans: true:4,855 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,855/6,322,479 (0.1%) +Types: str:4,855 +String length avg: 53.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 9 (0.2%) + 'http://www.geekwrapped.com': 8 (0.2%) + 'http://www.ehow.com/how_5835721_flatten-wine-bottl...': 6 (0.1%) + 'http://uatoday.tv/society/ukrainians-honour-holodo...': 5 (0.1%) + 'http://www.double.dog': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,855/6,322,479 (0.1%) +Types: NoneType:4,855 +Null/Empty: null:4,855 + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2016.txt b/analysis/original_schema_analysis/submissions/analysis_report_2016.txt new file mode 100644 index 0000000000000000000000000000000000000000..1126a069def682528b8eb1807ed2a83c8b6f58f1 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2016.txt @@ -0,0 +1,5756 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2016 +Analysis Started: 2026-01-15 07:18:14 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2016-01.jsonl +Analysis Time: 2026-01-15 07:24:46 +================================================================================ +Total lines: 6,877,510 +Processed lines: 6,877,510 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,362,839, str:1,514,671 +Null/Empty: null:5,362,839, empty_str:122,020 +String length avg: 5.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 308 (0.0%) + 'discussion': 252 (0.0%) + '4': 229 (0.0%) + '2': 126 (0.0%) + 'question': 123 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +Null/Empty: empty_str:3,176,448 +String length avg: 389.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 401 (0.0%) + '[removed]': 275 (0.0%) + 'When designing a meeting you want to focus on four...': 2 (0.0%) + 'Hey Seattleites! + +We're visiting from Miami and we...': 2 (0.0%) + 'Leave gamertag below ': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 246 (0.0%) + 'i.imgur.com': 166 (0.0%) + 'youtube.com': 147 (0.0%) + 'self.AskReddit': 78 (0.0%) + 'youtu.be': 47 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,748,546, str:1,128,964 +Null/Empty: null:5,748,546, empty_str:297,954 +String length avg: 23.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'verified': 7 (0.0%) + 'Supreme Master First Class': 6 (0.0%) + 'Legendary Eagle': 5 (0.0%) + 'FaZe Clan Fan': 5 (0.0%) + 'FAGGOT': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,542,134, int:335,376 +Booleans: true:0 (0.0%), false:6,542,134 (100.0%) +Numeric values: 335,376 total +Numeric range: min:1,451,606,655, max:1,455,043,906, avg:1453007838.4 +Numeric std dev: 786058.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 194 (0.0%) + 'noeatnosleep': 15 (0.0%) + 'olianamolls': 14 (0.0%) + 'amici_ursi': 11 (0.0%) + 'trixy_mia': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:561,776 (8.2%), false:6,315,734 (91.8%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:11,193, avg:25.6 +Numeric std dev: 209.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:1,451,606,400, max:1,454,284,799, avg:1452977338.1 +Numeric std dev: 765157.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:11,193, avg:25.6 +Numeric std dev: 209.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:6,086,220, dict:791,290 +Null/Empty: null:6,086,220 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '"Montreal in 1984 as imagined in 1884" by MtlGab i...': 3 (0.0%) + 'Happy New Year!': 3 (0.0%) + 'It's been a year since the last Jontron.': 2 (0.0%) + 'MLG sells “substantially all” assets to Activision...': 2 (0.0%) + '[H] 240 Keys [W] Karambit MF Tricolor (best)': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:41,091, avg:8.6 +Numeric std dev: 92.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_3yyun4': 1 (0.0%) + 't3_3yyun5': 1 (0.0%) + 't3_3yyun6': 1 (0.0%) + 't3_3yyun7': 1 (0.0%) + 't3_3yyun8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '3yyun4': 1 (0.0%) + '3yyun5': 1 (0.0%) + '3yyun6': 1 (0.0%) + '3yyun7': 1 (0.0%) + '3yyun8': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,336,811, str:1,540,699 +Null/Empty: null:5,336,811, empty_str:49,979 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 186 (0.0%) + 'Discussion': 155 (0.0%) + 'PS4': 138 (0.0%) + 'Question': 105 (0.0%) + 'Xbox One': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:6,850,890, str:26,620 +Null/Empty: null:6,850,890 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 26,601 (99.9%) + 'admin': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:15,415 (0.2%), false:6,862,095 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,877,510/6,877,510 (100.0%) +Types: dict:6,877,510 +Null/Empty: empty_obj:6,086,220 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:507 (0.0%), false:6,877,003 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 74.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://esportsobserver.com/mlg-sells-substantially...': 4 (0.0%) + 'http://imgur.com/8dkydNx': 4 (0.0%) + 'http://i.imgur.com/NXWpt4Z.jpg?1': 3 (0.0%) + 'http://imgur.com/a/zua08': 3 (0.0%) + 'http://calpin69.deviantart.com/art/Rugby-Maurice-B...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,877,510/6,877,510 (100.0%) +Types: dict:6,877,510 +Null/Empty: empty_obj:6,116,403 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:0, max:11, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 6,874,136 (100.0%) + 1: 3,129 (0.0%) + 2: 184 (0.0%) + 3: 32 (0.0%) + 4: 15 (0.0%) + 5: 4 (0.0%) + 7: 4 (0.0%) + 6: 3 (0.0%) + 11: 2 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Screenwriting/comments/3yyun4/request_jupiter_a...': 1 (0.0%) + '/r/ImagesOfThe2010s/comments/3yyun5/finishing_2015...': 1 (0.0%) + '/r/soccer/comments/3yyun6/cristiano_ronaldo_we_can...': 1 (0.0%) + '/r/unitedkingdom/comments/3yyun7/happy_new_year_ru...': 1 (0.0%) + '/r/StarWars/comments/3yyun8/theorystar_wars_the_fo...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,877,510/6,877,510 (100.0%) +Types: int:6,877,510 +Numeric values: 6,877,510 total +Numeric range: min:1,454,965,181, max:1,455,062,629, avg:1455007333.0 +Numeric std dev: 23324.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:5,884,653, str:992,857 +Null/Empty: null:5,884,653, empty_str:147,431 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 100 (0.0%) + 'default': 18 (0.0%) + 'roastlink': 14 (0.0%) + 'red': 13 (0.0%) + 'Camera': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:0 (0.0%), false:6,877,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,877,510/6,877,510 (100.0%) +Types: str:6,877,510 +String length avg: 24.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,562 (0.0%) + 'default': 1,285 (0.0%) + 'nsfw': 288 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 20 (0.0%) + 'http://b.thumbs.redditmedia.com/FX5O41gb1jLtxUgNTg...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,877,510/6,877,510 (100.0%) +Types: bool:6,877,510 +Booleans: true:3,520,531 (51.2%), false:3,356,979 (48.8%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,877,510/6,877,510 (100.0%) +Types: NoneType:6,116,403, dict:761,107 +Null/Empty: null:6,116,403 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,873,083/6,877,510 (99.9%) +Types: str:6,873,083 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_2y6r4': 30 (0.0%) + 't5_2qh33': 28 (0.0%) + 't5_2zc5x': 24 (0.0%) + 't5_2sqho': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,873,083/6,877,510 (99.9%) +Types: NoneType:6,873,083 +Null/Empty: null:6,873,083 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,873,083/6,877,510 (99.9%) +Types: str:6,873,083 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'GlobalOffensiveTrade': 30 (0.0%) + 'funny': 28 (0.0%) + 'Fireteams': 24 (0.0%) + 'GlobalOffensive': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,873,083/6,877,510 (99.9%) +Types: NoneType:6,873,083 +Null/Empty: null:6,873,083 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,873,083/6,877,510 (99.9%) +Types: NoneType:6,873,083 +Null/Empty: null:6,873,083 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,143,448/6,877,510 (31.2%) +Types: str:2,143,448 +String length avg: 5.2 +Unique strings tracked: 5 +String values distribution: + 'link': 1,122,005 (52.3%) + 'self': 399,255 (18.6%) + 'rich:video': 372,467 (17.4%) + 'image': 249,623 (11.6%) + 'video': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,143,448/6,877,510 (31.2%) +Types: dict:2,143,448 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 4,427/6,877,510 (0.1%) +Types: bool:4,427 +Booleans: true:263 (5.9%), false:4,164 (94.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 4,427/6,877,510 (0.1%) +Types: str:4,427 +Null/Empty: empty_str:4,423 +String length avg: 79.0 +Unique strings tracked: 4 +String values distribution: + 'http://b.thumbs.redditmedia.com/Jzie-YzMUdxuD90ZYH...': 1 (25.0%) + 'http://b.thumbs.redditmedia.com/dXhlaYXe3guT_BLupg...': 1 (25.0%) + 'http://b.thumbs.redditmedia.com/oZXf2rpQIFt8iSjUkK...': 1 (25.0%) + 'http://b.thumbs.redditmedia.com/kkcIlqQJLv8bhZfZm6...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 4,427/6,877,510 (0.1%) +Types: NoneType:4,427 +Null/Empty: null:4,427 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 4,427/6,877,510 (0.1%) +Types: str:4,427 +String length avg: 52.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://redd.it/3zd5x3': 6 (0.1%) + 'http://google.com': 5 (0.1%) + 'http://tranqool.com/': 5 (0.1%) + 'https://www.reddit.com/r/btc': 3 (0.1%) + 'https://www.levelupvapor.com': 3 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 4,427/6,877,510 (0.1%) +Types: bool:4,427 +Booleans: true:4,427 (100.0%), false:0 (0.0%) + +================================================================================ + +================================================================================ +FILE: RS_2016-02.jsonl +Analysis Time: 2026-01-15 07:31:26 +================================================================================ +Total lines: 7,146,932 +Processed lines: 7,146,932 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:1,454,284,800, max:1,456,790,399, avg:1455581956.6 +Numeric std dev: 734690.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:43,990, avg:7.9 +Numeric std dev: 87.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Gear4Sale/comments/43lprb/wts_tech21_sansamp_ba...': 1 (0.0%) + '/r/ImagesOfIllinois/comments/43lprc/fsft_mayaca_cr...': 1 (0.0%) + '/r/customhearthstone/comments/43lprd/a_combination...': 1 (0.0%) + '/r/Fireteams/comments/43lpre/ps4_lf2m_too_flawless...': 1 (0.0%) + '/r/recordthis/comments/43lprg/feedback_the_soulste...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 175 (0.0%) + 'youtube.com': 128 (0.0%) + 'i.imgur.com': 107 (0.0%) + 'self.AskReddit': 59 (0.0%) + 'self.GlobalOffensiveTrade': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '43lprb': 1 (0.0%) + '43lprc': 1 (0.0%) + '43lprd': 1 (0.0%) + '43lpre': 1 (0.0%) + '43lprg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 73.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.washingtonpost.com/world/africa/boko-h...': 3 (0.0%) + 'https://eroshare.com/02xpx32b': 3 (0.0%) + 'http://imgur.com/eaMA0IN': 3 (0.0%) + 'http://www.macleans.ca/society/health/eat-like-you...': 2 (0.0%) + 'https://www.youtube.com/watch?v=0hIs6Yeci-8': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:533,451 (7.5%), false:6,613,481 (92.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,016,206, str:1,130,726 +Null/Empty: null:6,016,206, empty_str:278,781 +String length avg: 23.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm still in high school': 10 (0.0%) + 'Binder of Women': 9 (0.0%) + 'TOR - NHL': 7 (0.0%) + 'Moderator': 7 (0.0%) + 'verified': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:6,825,871, int:321,061 +Booleans: true:0 (0.0%), false:6,825,871 (100.0%) +Numeric values: 321,061 total +Numeric range: min:1,454,284,890, max:1,459,220,550, avg:1455620152.6 +Numeric std dev: 786596.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 277 (0.0%) + 'AutoModerator': 50 (0.0%) + 'cruyff8': 14 (0.0%) + 'rising_threads_bot': 13 (0.0%) + 'Dagtar': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:0 (0.0%), false:7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,146,932/7,146,932 (100.0%) +Types: dict:7,146,932 +Null/Empty: empty_obj:6,390,678 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:16,533, avg:24.1 +Numeric std dev: 203.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,390,678, dict:756,254 +Null/Empty: null:6,390,678 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:16,533, avg:24.1 +Numeric std dev: 203.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:8,795 (0.1%), false:7,138,137 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +Null/Empty: empty_str:3,525,327 +String length avg: 364.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 403 (0.0%) + '[removed]': 284 (0.0%) + 'This was automatically posted': 3 (0.0%) + 'AWP Asiimov FT b/o 14 Keys each (no skins) + +AK Red...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,146,932 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:5,645,246, str:1,501,686 +Null/Empty: null:5,645,246, empty_str:127,715 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 337 (0.0%) + '4': 245 (0.0%) + 'discussion': 178 (0.0%) + 'question': 145 (0.0%) + '2': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,146,932/7,146,932 (100.0%) +Types: dict:7,146,932 +Null/Empty: empty_obj:6,361,289 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:900 (0.0%), false:7,146,032 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_43lprb': 1 (0.0%) + 't3_43lprc': 1 (0.0%) + 't3_43lprd': 1 (0.0%) + 't3_43lpre': 1 (0.0%) + 't3_43lprg': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,932 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'JonoBond February 01, 2016 at 12:49PM': 6 (0.0%) + 'Eat like your grandma: Why you should skip the kal...': 3 (0.0%) + 'Boko Haram burns kids alive in Nigeria: A survivor...': 3 (0.0%) + 'Rocking a hardon': 3 (0.0%) + '[STORE] ST Vulcan FN, Asiimov FTs, Redline FTs, Bl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,149,032, str:997,900 +Null/Empty: null:6,149,032, empty_str:148,955 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 43 (0.0%) + '1': 25 (0.0%) + 'PS4': 20 (0.0%) + 'default': 14 (0.0%) + 'Camera': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,146,932/7,146,932 (100.0%) +Types: bool:7,146,932 +Booleans: true:3,416,982 (47.8%), false:3,729,950 (52.2%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,146,932/7,146,932 (100.0%) +Types: str:7,146,929, NoneType:3 +Null/Empty: null:3 +String length avg: 23.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,867 (0.0%) + 'default': 1,531 (0.0%) + 'nsfw': 342 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 24 (0.0%) + 'http://b.thumbs.redditmedia.com/6pDisEf8c4HVON_vx1...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:1,459,148,160, max:1,459,231,347, avg:1459189082.5 +Numeric std dev: 23638.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:6,361,289, dict:785,643 +Null/Empty: null:6,361,289 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:7,120,859, str:26,073 +Null/Empty: null:7,120,859 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 26,058 (99.9%) + 'admin': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,146,932/7,146,932 (100.0%) +Types: int:7,146,932 +Numeric values: 7,146,932 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 7,143,642 (100.0%) + 1: 3,059 (0.0%) + 2: 178 (0.0%) + 3: 24 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,146,932/7,146,932 (100.0%) +Types: NoneType:5,614,838, str:1,532,094 +Null/Empty: null:5,614,838, empty_str:43,624 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 226 (0.0%) + 'PS4': 159 (0.0%) + 'Discussion': 123 (0.0%) + 'Question': 114 (0.0%) + 'Xbox One': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,141,357/7,146,932 (99.9%) +Types: NoneType:7,141,357 +Null/Empty: null:7,141,357 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,141,357/7,146,932 (99.9%) +Types: NoneType:7,141,357 +Null/Empty: null:7,141,357 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,141,357/7,146,932 (99.9%) +Types: str:7,141,357 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GlobalOffensiveTrade': 47 (0.0%) + 'AskReddit': 45 (0.0%) + 'Fireteams': 26 (0.0%) + 'pics': 17 (0.0%) + 'leagueoflegends': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,141,357/7,146,932 (99.9%) +Types: str:7,141,357 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2y6r4': 47 (0.0%) + 't5_2qh1i': 45 (0.0%) + 't5_2zc5x': 26 (0.0%) + 't5_2qh0u': 17 (0.0%) + 't5_2rfxx': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,141,357/7,146,932 (99.9%) +Types: NoneType:7,141,357 +Null/Empty: null:7,141,357 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,097,993/7,146,932 (29.4%) +Types: str:2,097,993 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,101,372 (52.5%) + 'self': 398,495 (19.0%) + 'rich:video': 360,417 (17.2%) + 'image': 237,509 (11.3%) + 'video': 200 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,097,993/7,146,932 (29.4%) +Types: dict:2,097,993 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,575 +Null/Empty: null:5,575 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,571, str:4 +Null/Empty: null:5,571 +String length avg: 25.8 +Unique strings tracked: 2 +String values distribution: + 'http://example.com/1x1.gif': 3 (75.0%) + 'https://example.com/i.gif': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 5,575/7,146,932 (0.1%) +Types: str:5,575 +Null/Empty: empty_str:5,573 +String length avg: 79.0 +Unique strings tracked: 2 +String values distribution: + 'http://a.thumbs.redditmedia.com/LqX-Nn6Rp0CwIMLm3s...': 1 (50.0%) + 'http://b.thumbs.redditmedia.com/TSedF3SWbghlE3y0Ix...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,575 +Null/Empty: null:5,575 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 5,575/7,146,932 (0.1%) +Types: bool:5,575 +Booleans: true:5,575 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 5,575/7,146,932 (0.1%) +Types: bool:5,575 +Booleans: true:297 (5.3%), false:5,278 (94.7%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 5,575/7,146,932 (0.1%) +Types: str:5,575 +String length avg: 55.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.internetmodeling.com/26324': 15 (0.3%) + 'http://windrush.windrush.org/tzorm/Super+Bowl+50/': 11 (0.2%) + 'https://www.youtube.com/watch?v=Mpqo-joiY3c&fe...': 6 (0.1%) + 'http://reddit.com': 5 (0.1%) + 'http://www.google.com': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,575 +Null/Empty: null:5,575 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 5,575/7,146,932 (0.1%) +Types: NoneType:5,574, str:1 +Null/Empty: null:5,574 +String length avg: 29.0 +Unique strings tracked: 1 +String values distribution: + 'https://example.com/i.gif?v=2': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2016-03.jsonl +Analysis Time: 2026-01-15 07:38:06 +================================================================================ +Total lines: 6,901,239 +Processed lines: 6,901,239 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,297,496, str:1,603,743 +Null/Empty: null:5,297,496, empty_str:144,627 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 249 (0.0%) + '4': 236 (0.0%) + 'discussion': 191 (0.0%) + 'question': 124 (0.0%) + '2': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:1,463,432,349, max:1,463,690,949, avg:1463474164.7 +Numeric std dev: 22111.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,901,239/6,901,239 (100.0%) +Types: dict:6,901,239 +Null/Empty: empty_obj:6,110,345 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 289 (0.0%) + 'AutoModerator': 34 (0.0%) + 'filntcolvk': 8 (0.0%) + 'AncientAstronauts': 7 (0.0%) + 'noeatnosleep': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,554,364, int:346,875 +Booleans: true:0 (0.0%), false:6,554,364 (100.0%) +Numeric values: 346,875 total +Numeric range: min:1,456,790,610, max:1,463,506,097, avg:1458230116.0 +Numeric std dev: 887267.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:0 (0.0%), false:6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,262,806, str:1,638,433 +Null/Empty: null:5,262,806, empty_str:50,867 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 149 (0.0%) + 'PS4': 127 (0.0%) + 'Question': 108 (0.0%) + 'Discussion': 106 (0.0%) + 'Xbox One': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:14,794, avg:26.9 +Numeric std dev: 215.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:14,794, avg:26.9 +Numeric std dev: 215.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,640,480, str:1,260,759 +Null/Empty: null:5,640,480, empty_str:283,556 +String length avg: 22.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 36 (0.0%) + 'Xbox One': 14 (0.0%) + '-disenchant': 8 (0.0%) + 'New York Red Bulls': 6 (0.0%) + 'USA': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 183 (0.0%) + 'i.imgur.com': 156 (0.0%) + 'youtube.com': 139 (0.0%) + 'vvtnet.com': 119 (0.0%) + 'self.AskReddit': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 74.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/CxBNZbj.gifv': 3 (0.0%) + 'http://www.vanityfair.com/news/2016/02/time-to-say...': 2 (0.0%) + 'http://i.imgur.com/9dB2XMP.jpg': 2 (0.0%) + 'http://cryptid-creations.deviantart.com/art/Daily-...': 2 (0.0%) + 'http://i.imgur.com/B207azY.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +Null/Empty: empty_str:2,302 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '2016 N1 Grand Prix Tournament - Major 1': 3 (0.0%) + 'me irl': 3 (0.0%) + 'Sorry, Dreamers: It’s Time to Say Goodbye to Berni...': 2 (0.0%) + 'The origins of Sanders' ideology, in his own words': 2 (0.0%) + 'Honorable mention to Antabaka!': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:0 (0.0%), false:6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,901,239/6,901,239 (100.0%) +Types: dict:6,901,239 +Null/Empty: empty_obj:6,088,088 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:9,866 (0.1%), false:6,891,373 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:1,456,790,400, max:1,459,468,799, avg:1458117558.3 +Numeric std dev: 784365.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:6,874,158, str:27,081 +Null/Empty: null:6,874,158 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 27,045 (99.9%) + 'admin': 36 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:10, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 6,897,675 (99.9%) + 1: 3,256 (0.0%) + 2: 214 (0.0%) + 3: 66 (0.0%) + 4: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '48ddvx': 1 (0.0%) + '48ddvy': 1 (0.0%) + '48ddvz': 1 (0.0%) + '48ddw0': 1 (0.0%) + '48ddw1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,901,239/6,901,239 (100.0%) +Types: int:6,901,239 +Numeric values: 6,901,239 total +Numeric range: min:0, max:35,510, avg:8.8 +Numeric std dev: 92.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/gamemaker/comments/48ddvx/gms_help_out_of_memor...': 1 (0.0%) + '/r/NoFap/comments/48ddvy/i_am_an_optimist_i_always...': 1 (0.0%) + '/r/Screenwriting/comments/48ddvz/can_anyone_recomm...': 1 (0.0%) + '/r/highseddit/comments/48ddw0/so_i_go_to_the_mall_...': 1 (0.0%) + '/r/Modern_Family/comments/48ddw1/beyond_season_2_m...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:4,135 (0.1%), false:6,897,104 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +Null/Empty: empty_str:3,224,720 +String length avg: 372.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 473 (0.0%) + '[removed]': 309 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Is it legal for them to take all of my wife's mate...': 2 (0.0%) + 'So I just found a base almost decayed! Every singl...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,239 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_48ddvx': 1 (0.0%) + 't3_48ddvy': 1 (0.0%) + 't3_48ddvz': 1 (0.0%) + 't3_48ddw0': 1 (0.0%) + 't3_48ddw1': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:6,110,345, dict:790,894 +Null/Empty: null:6,110,345 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:1,324 (0.0%), false:6,899,915 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:6,088,088, dict:813,151 +Null/Empty: null:6,088,088 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,901,239/6,901,239 (100.0%) +Types: NoneType:5,784,209, str:1,117,030 +Null/Empty: null:5,784,209, empty_str:156,011 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 63 (0.0%) + 'default': 27 (0.0%) + 'hi': 21 (0.0%) + 'xboxone': 21 (0.0%) + 'One': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:535,861 (7.8%), false:6,365,378 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:0 (0.0%), false:6,901,239 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,901,239/6,901,239 (100.0%) +Types: str:6,901,237, NoneType:2 +Null/Empty: null:2 +String length avg: 24.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,588 (0.0%) + 'self': 1,469 (0.0%) + 'nsfw': 325 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 19 (0.0%) + 'http://b.thumbs.redditmedia.com/q7YSqZuTl_HXp9eYi3...': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,901,239/6,901,239 (100.0%) +Types: bool:6,901,239 +Booleans: true:3,436,705 (49.8%), false:3,464,534 (50.2%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,894,578/6,901,239 (99.9%) +Types: str:6,894,578 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 35 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2zc5x': 17 (0.0%) + 't5_30lae': 13 (0.0%) + 't5_2szyo': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,894,578/6,901,239 (99.9%) +Types: NoneType:6,894,578 +Null/Empty: null:6,894,578 + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,894,578/6,901,239 (99.9%) +Types: NoneType:6,894,578 +Null/Empty: null:6,894,578 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,894,578/6,901,239 (99.9%) +Types: NoneType:6,894,578 +Null/Empty: null:6,894,578 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,894,578/6,901,239 (99.9%) +Types: str:6,894,578 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 35 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'Fireteams': 17 (0.0%) + 'betternews': 13 (0.0%) + 'Showerthoughts': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,195,844/6,901,239 (31.8%) +Types: dict:2,195,844 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,195,844/6,901,239 (31.8%) +Types: str:2,195,844 +String length avg: 5.2 +Unique strings tracked: 5 +String values distribution: + 'link': 1,143,798 (52.1%) + 'self': 422,638 (19.2%) + 'rich:video': 383,986 (17.5%) + 'image': 245,135 (11.2%) + 'video': 287 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,661/6,901,239 (0.1%) +Types: str:6,661 +String length avg: 59.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.celnutrition.com': 10 (0.2%) + 'https://steamfriends.net/steam-user-posts': 10 (0.2%) + 'http://www.waslu.com': 7 (0.1%) + 'http://igdb.com/r/top100g': 4 (0.1%) + 'http://www.waslu.com/welcome/#signup': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,661/6,901,239 (0.1%) +Types: bool:6,661 +Booleans: true:6,661 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,661/6,901,239 (0.1%) +Types: str:6,661 +Null/Empty: empty_str:6,655 +String length avg: 79.0 +Unique strings tracked: 6 +String values distribution: + 'http://b.thumbs.redditmedia.com/f3mcFUF9Afa-wmnDma...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/Nj_lTUfXf5XTi9tRYx...': 1 (16.7%) + 'http://a.thumbs.redditmedia.com/wgXtLfazDP8rpUI64O...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/hzmUWfCvlOk-dYQeYB...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/Z3LJGGQOx0JfGxWoXG...': 1 (16.7%) + 'http://b.thumbs.redditmedia.com/zw5HZuiq5g3ixeWej5...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,661/6,901,239 (0.1%) +Types: bool:6,661 +Booleans: true:489 (7.3%), false:6,172 (92.7%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,661/6,901,239 (0.1%) +Types: NoneType:6,661 +Null/Empty: null:6,661 + +================================================================================ + +================================================================================ +FILE: RS_2016-04.jsonl +Analysis Time: 2026-01-15 07:44:50 +================================================================================ +Total lines: 6,922,510 +Processed lines: 6,922,510 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,240,059, str:1,682,451 +Null/Empty: null:5,240,059, empty_str:54,716 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 204 (0.0%) + 'Discussion': 171 (0.0%) + 'Question': 112 (0.0%) + 'PS4': 56 (0.0%) + 'M4F': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:11,850, avg:27.7 +Numeric std dev: 216.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:11,850, avg:27.7 +Numeric std dev: 216.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,562,449, str:1,360,061 +Null/Empty: null:5,562,449, empty_str:313,967 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/imgur_all Founder': 32 (0.0%) + 'PS4': 23 (0.0%) + 'NY': 18 (0.0%) + 'Hawthorn': 17 (0.0%) + 'Xbox One': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 177 (0.0%) + 'youtube.com': 161 (0.0%) + 'i.imgur.com': 121 (0.0%) + 'self.AskReddit': 59 (0.0%) + 'self.GlobalOffensiveTrade': 45 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 74.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/(null)': 5 (0.0%) + 'https://www.youtube.com/watch?v=oHg5SJYRHA0\\\': 3 (0.0%) + 'http://therightscoop.com/breaking-new-wisconsin-po...': 2 (0.0%) + 'https://www.youtube.com/watch?v=afbrtF5eqt4': 2 (0.0%) + 'https://www.youtube.com/watch?v=bERtaqXtBpI': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 53.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 3 (0.0%) + 'Greg Maxwell has left Blockstream!': 3 (0.0%) + 'Riven Montage #2 | The Blade of Exile': 2 (0.0%) + 'Andrew W.K. announces new political party: The Par...': 2 (0.0%) + 'How to trade Bitocin with a Demo Account.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:0 (0.0%), false:6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,269,722, str:1,652,788 +Null/Empty: null:5,269,722, empty_str:174,880 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 270 (0.0%) + 'discussion': 237 (0.0%) + 'question': 115 (0.0%) + 'red': 93 (0.0%) + '4': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 6,922,510/6,922,510 (100.0%) +Types: dict:6,922,510 +Null/Empty: empty_obj:6,114,082 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:1,463,511,564, max:1,463,690,680, avg:1463549297.8 +Numeric std dev: 22121.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 234 (0.0%) + 'AutoModerator': 50 (0.0%) + 'webpoint22': 12 (0.0%) + 'fenerhotspurs': 10 (0.0%) + 'Jawdan': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,577,516, int:344,994 +Booleans: true:0 (0.0%), false:6,577,516 (100.0%) +Numeric values: 344,994 total +Numeric range: min:1,459,469,090, max:1,463,579,647, avg:1460826779.1 +Numeric std dev: 781879.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:0 (0.0%), false:6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:6,114,082, dict:808,428 +Null/Empty: null:6,114,082 + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:1,323 (0.0%), false:6,921,187 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:5,753,256, str:1,169,254 +Null/Empty: null:5,753,256, empty_str:154,505 +String length avg: 7.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 30 (0.0%) + 'hi': 30 (0.0%) + 'default': 21 (0.0%) + 'new-york': 19 (0.0%) + 'hawthorn11': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:564,291 (8.2%), false:6,358,219 (91.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:6,096,570, dict:825,940 +Null/Empty: null:6,096,570 + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:0 (0.0%), false:6,922,510 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,505, NoneType:5 +Null/Empty: null:5 +String length avg: 25.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,496 (0.0%) + 'default': 1,335 (0.0%) + 'nsfw': 342 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 17 (0.0%) + 'http://b.thumbs.redditmedia.com/4vNAcrsFphFRRbg9Dx...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:3,431,614 (49.6%), false:3,490,896 (50.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 6,922,510/6,922,510 (100.0%) +Types: dict:6,922,510 +Null/Empty: empty_obj:6,096,570 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:10,734 (0.2%), false:6,911,776 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:35, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 6,918,824 (99.9%) + 1: 3,399 (0.0%) + 2: 211 (0.0%) + 3: 43 (0.0%) + 4: 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:1,459,468,800, max:1,462,060,799, avg:1460770644.6 +Numeric std dev: 748647.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 6,922,510/6,922,510 (100.0%) +Types: NoneType:6,892,272, str:30,238 +Null/Empty: null:6,892,272 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 30,218 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4cstvr': 1 (0.0%) + '4cstvs': 1 (0.0%) + '4cstvt': 1 (0.0%) + '4cstvu': 1 (0.0%) + '4cstvv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 6,922,510/6,922,510 (100.0%) +Types: int:6,922,510 +Numeric values: 6,922,510 total +Numeric range: min:0, max:47,967, avg:8.8 +Numeric std dev: 88.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/LifeProTips/comments/4cstvr/lpt_never_ever_ever...': 1 (0.0%) + '/r/MakeupAddiction/comments/4cstvs/my_eyeshadow_pa...': 1 (0.0%) + '/r/HiddenStrapon/comments/4cstvt/appropriately_dre...': 1 (0.0%) + '/r/Locksmith/comments/4cstvu/the_efficient_goods_a...': 1 (0.0%) + '/r/baldursgate/comments/4cstvv/anyone_have_a_saved...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 6,922,510/6,922,510 (100.0%) +Types: bool:6,922,510 +Booleans: true:6,701 (0.1%), false:6,915,809 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +Null/Empty: empty_str:3,283,476 +String length avg: 382.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 469 (0.0%) + '[removed]': 279 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'So I found some bbs wheels with the this code 8jx1...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 6,922,510/6,922,510 (100.0%) +Types: str:6,922,510 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4cstvr': 1 (0.0%) + 't3_4cstvs': 1 (0.0%) + 't3_4cstvt': 1 (0.0%) + 't3_4cstvu': 1 (0.0%) + 't3_4cstvv': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 6,915,578/6,922,510 (99.9%) +Types: NoneType:6,915,578 +Null/Empty: null:6,915,578 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 6,915,578/6,922,510 (99.9%) +Types: str:6,915,578 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_2y6r4': 38 (0.0%) + 't5_2sqho': 23 (0.0%) + 't5_2rfxx': 18 (0.0%) + 't5_2qh1e': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 6,915,578/6,922,510 (99.9%) +Types: NoneType:6,915,578 +Null/Empty: null:6,915,578 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 6,915,578/6,922,510 (99.9%) +Types: str:6,915,578 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'GlobalOffensiveTrade': 38 (0.0%) + 'GlobalOffensive': 23 (0.0%) + 'leagueoflegends': 18 (0.0%) + 'videos': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 6,915,578/6,922,510 (99.9%) +Types: NoneType:6,915,578 +Null/Empty: null:6,915,578 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,275,692/6,922,510 (32.9%) +Types: str:2,275,692 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,211,055 (53.2%) + 'self': 424,853 (18.7%) + 'rich:video': 392,046 (17.2%) + 'image': 247,505 (10.9%) + 'video': 233 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,275,692/6,922,510 (32.9%) +Types: dict:2,275,692 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,932 +Null/Empty: null:6,932 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,932/6,922,510 (0.1%) +Types: bool:6,932 +Booleans: true:912 (13.2%), false:6,020 (86.8%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,932/6,922,510 (0.1%) +Types: str:6,932 +Null/Empty: empty_str:6,911 +String length avg: 79.0 +Unique strings tracked: 13 +Top 5 string values: + 'http://a.thumbs.redditmedia.com/be9p2hB0YD9m4mEIMZ...': 5 (23.8%) + 'http://a.thumbs.redditmedia.com/cSlbm4YeoMePQgYJ4I...': 3 (14.3%) + 'http://b.thumbs.redditmedia.com/ESWwR-rc0dzi6f2XKn...': 3 (14.3%) + 'http://a.thumbs.redditmedia.com/Du641zNcvxKBbz2fFr...': 1 (4.8%) + 'http://b.thumbs.redditmedia.com/Wh8RCwmuLg9XqILEyd...': 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,932 +Null/Empty: null:6,932 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,931, str:1 +Null/Empty: null:6,931 +String length avg: 18.0 +Unique strings tracked: 1 +String values distribution: + 'http://dhunten.com': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,920, str:12 +Null/Empty: null:6,920 +String length avg: 108.2 +Unique strings tracked: 7 +String values distribution: + 'http://example.com/i.gif': 3 (25.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (25.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (16.7%) + 'http://example.com/i.gif?timestamp={{timestamp}}': 1 (8.3%) + 'http://r/rupaulsdragrace r/Drag r/Dragracereaction...': 1 (8.3%) + 'http://dhunten.com': 1 (8.3%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,932/6,922,510 (0.1%) +Types: NoneType:6,932 +Null/Empty: null:6,932 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,932/6,922,510 (0.1%) +Types: bool:6,932 +Booleans: true:6,932 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,932/6,922,510 (0.1%) +Types: str:6,932 +String length avg: 59.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 11 (0.2%) + 'http://Reddit.com': 8 (0.1%) + 'http://flybrix.com': 5 (0.1%) + 'https://www.boss-inc.com/courses/slickrock-gatheri...': 4 (0.1%) + 'http://www.samsung.com/global/galaxy/wearables/gea...': 4 (0.1%) + +================================================================================ + +================================================================================ +FILE: RS_2016-05.jsonl +Analysis Time: 2026-01-15 07:51:47 +================================================================================ +Total lines: 7,277,166 +Processed lines: 7,277,166 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 238 (0.0%) + 'AutoModerator': 45 (0.0%) + 'LargeImagesBot': 24 (0.0%) + 'amici_ursi': 8 (0.0%) + 'RPBot': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:3,737,389 (51.4%), false:3,539,777 (48.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:5,481,288, str:1,795,878 +Null/Empty: null:5,481,288, empty_str:88,106 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 191 (0.0%) + 'Discussion': 117 (0.0%) + 'PS4': 102 (0.0%) + 'Question': 88 (0.0%) + 'Video': 55 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:33,397, avg:8.5 +Numeric std dev: 87.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:0 (0.0%), false:7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4h6v0n': 1 (0.0%) + 't3_4h6v0o': 1 (0.0%) + 't3_4h6v0p': 1 (0.0%) + 't3_4h6v0q': 1 (0.0%) + 't3_4h6v0r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:6,925,868, int:351,298 +Booleans: true:0 (0.0%), false:6,925,868 (100.0%) +Numeric values: 351,298 total +Numeric range: min:1,462,061,191, max:1,466,497,857, avg:1463474597.6 +Numeric std dev: 815232.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:6,079,242, str:1,197,924 +Null/Empty: null:6,079,242, empty_str:151,345 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 61 (0.0%) + 'hi': 36 (0.0%) + '1': 27 (0.0%) + 'default': 23 (0.0%) + 'mod': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:10,543 (0.1%), false:7,266,623 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:5,885,030, str:1,392,136 +Null/Empty: null:5,885,030, empty_str:314,604 +String length avg: 21.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 47 (0.0%) + '/r/imgur_all Founder': 21 (0.0%) + 'Xbox One': 15 (0.0%) + 'I'm still in high school': 12 (0.0%) + 'CA': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:0 (0.0%), false:7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:11,760, avg:27.5 +Numeric std dev: 216.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,277,166/7,277,166 (100.0%) +Types: dict:7,277,166 +Null/Empty: empty_obj:6,423,745 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:11,760, avg:27.5 +Numeric std dev: 216.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:6,441,214, dict:835,952 +Null/Empty: null:6,441,214 + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:0, max:19, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 7,273,758 (100.0%) + 1: 3,154 (0.0%) + 2: 188 (0.0%) + 3: 44 (0.0%) + 4: 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:1,466,416,043, max:1,466,599,060, avg:1466459485.9 +Numeric std dev: 26833.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:5,364 (0.1%), false:7,271,802 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 200 (0.0%) + 'i.imgur.com': 169 (0.0%) + 'youtube.com': 159 (0.0%) + 'self.GlobalOffensiveTrade': 56 (0.0%) + 'self.AskReddit': 49 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +Null/Empty: empty_str:3,321,278 +String length avg: 373.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 456 (0.0%) + '[removed]': 279 (0.0%) + 'I killed the Twin Fury, Nymora. + +': 4 (0.0%) + 'I killed the Twin Fury, Avaryss. + +': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:5,512,925, str:1,764,241 +Null/Empty: null:5,512,925, empty_str:199,325 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 309 (0.0%) + '4': 197 (0.0%) + 'discussion': 183 (0.0%) + 'question': 118 (0.0%) + '2': 98 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:7,245,636, str:31,530 +Null/Empty: null:7,245,636 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 31,510 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:0 (0.0%), false:7,277,166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4h6v0n': 1 (0.0%) + '4h6v0o': 1 (0.0%) + '4h6v0p': 1 (0.0%) + '4h6v0q': 1 (0.0%) + '4h6v0r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:1,382 (0.0%), false:7,275,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 76.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/XyCKk5Q.jpg': 20 (0.0%) + 'http://i.imgur.com/7TpgboU.jpg': 3 (0.0%) + 'https://www.facebook.com/redlondon17/videos/201897...': 3 (0.0%) + 'https://cdn2.artstation.com/p/assets/images/images...': 3 (0.0%) + 'https://youtu.be/8vp6aflSuY8': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/technology/comments/4h6v0n/nigeria_has_been_pro...': 1 (0.0%) + '/r/TagPro/comments/4h6v0o/xpost_from_rnltp_signs_y...': 1 (0.0%) + '/r/NSFW_Snapchat/comments/4h6v0p/morning_selfie/': 1 (0.0%) + '/r/darksouls3/comments/4h6v0q/your_nominations_ple...': 1 (0.0%) + '/r/The_Donald/comments/4h6v0r/hillary_clinton_is_p...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,277,166/7,277,166 (100.0%) +Types: dict:7,277,166 +Null/Empty: empty_obj:6,441,214 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,277,166/7,277,166 (100.0%) +Types: bool:7,277,166 +Booleans: true:581,851 (8.0%), false:6,695,315 (92.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,277,166/7,277,166 (100.0%) +Types: NoneType:6,423,745, dict:853,421 +Null/Empty: null:6,423,745 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,159, NoneType:7 +Null/Empty: null:7 +String length avg: 24.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,473 (0.0%) + 'default': 1,281 (0.0%) + 'nsfw': 338 (0.0%) + 'http://b.thumbs.redditmedia.com/yK_6r3YinYWZqCLBZC...': 37 (0.0%) + 'http://b.thumbs.redditmedia.com/DbwjGYyvFQghddQu7t...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,277,166/7,277,166 (100.0%) +Types: int:7,277,166 +Numeric values: 7,277,166 total +Numeric range: min:1,462,060,800, max:1,464,739,199, avg:1463354558.8 +Numeric std dev: 789963.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,277,166/7,277,166 (100.0%) +Types: str:7,277,166 +String length avg: 53.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Will you light my night? My snapchat is violetgail...': 20 (0.0%) + '25 [F4A] Will you light my night': 6 (0.0%) + 'I killed Nymora, the Vengeful.': 4 (0.0%) + 'New teen porn': 4 (0.0%) + 'Le Trump Bump': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,270,523/7,277,166 (99.9%) +Types: NoneType:7,270,523 +Null/Empty: null:7,270,523 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,270,523/7,277,166 (99.9%) +Types: str:7,270,523 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'GlobalOffensiveTrade': 40 (0.0%) + 'AskReddit': 37 (0.0%) + 'LargeImages': 31 (0.0%) + 'The_Donald': 22 (0.0%) + 'Fireteams': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,270,523/7,277,166 (99.9%) +Types: NoneType:7,270,523 +Null/Empty: null:7,270,523 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,270,523/7,277,166 (99.9%) +Types: str:7,270,523 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2y6r4': 40 (0.0%) + 't5_2qh1i': 37 (0.0%) + 't5_38omo': 31 (0.0%) + 't5_38unr': 22 (0.0%) + 't5_2zc5x': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,270,523/7,277,166 (99.9%) +Types: NoneType:7,270,523 +Null/Empty: null:7,270,523 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,341,592/7,277,166 (32.2%) +Types: dict:2,341,592 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,341,592/7,277,166 (32.2%) +Types: str:2,341,592 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,234,211 (52.7%) + 'self': 452,663 (19.3%) + 'rich:video': 402,724 (17.2%) + 'image': 251,460 (10.7%) + 'video': 534 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,643/7,277,166 (0.1%) +Types: str:6,643 +String length avg: 59.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.astrologerravikant.com': 73 (1.1%) + 'http://store.steampowered.com/app/384300/': 72 (1.1%) + 'http://store.steampowered.com/app/384300': 10 (0.2%) + 'https://ecoaches.com': 9 (0.1%) + 'https://www.angularjobs.com/partner/job/applicatio...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,643/7,277,166 (0.1%) +Types: bool:6,643 +Booleans: true:6,639 (99.9%), false:4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,643/7,277,166 (0.1%) +Types: bool:6,643 +Booleans: true:959 (14.4%), false:5,684 (85.6%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,642, str:1 +Null/Empty: null:6,642 +String length avg: 19.0 +Unique strings tracked: 1 +String values distribution: + 'https://example.com': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,643/7,277,166 (0.1%) +Types: NoneType:6,643 +Null/Empty: null:6,643 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,643/7,277,166 (0.1%) +Types: str:6,643 +Null/Empty: empty_str:4,856 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/OS1DLhHvc4iXuCHO_6...': 7 (0.4%) + 'http://b.thumbs.redditmedia.com/FOCMqR6VImwwbK60Oj...': 5 (0.3%) + 'http://b.thumbs.redditmedia.com/Brer7o5EDJF5u7R0-c...': 4 (0.2%) + 'http://a.thumbs.redditmedia.com/Dx-e3WjfZJKeph2SAi...': 4 (0.2%) + 'http://b.thumbs.redditmedia.com/E_Gfsfx0lqFfmM3uRL...': 4 (0.2%) + +================================================================================ + +================================================================================ +FILE: RS_2016-06.jsonl +Analysis Time: 2026-01-15 07:58:46 +================================================================================ +Total lines: 7,188,762 +Processed lines: 7,188,762 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:33, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 7,185,568 (100.0%) + 1: 2,933 (0.0%) + 2: 181 (0.0%) + 3: 46 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:6,050,556, str:1,138,206 +Null/Empty: null:6,050,556, empty_str:144,894 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 56 (0.0%) + 'default': 47 (0.0%) + 'hi': 23 (0.0%) + 'One': 21 (0.0%) + 'green': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4lyd4m': 1 (0.0%) + 't3_4lyd4o': 1 (0.0%) + 't3_4lyd4p': 1 (0.0%) + 't3_4lyd4q': 1 (0.0%) + 't3_4lyd4r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:5,335,904, str:1,852,858 +Null/Empty: null:5,335,904, empty_str:67,853 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 163 (0.0%) + 'Discussion': 104 (0.0%) + 'Question': 94 (0.0%) + 'PS4': 94 (0.0%) + 'News & Discussion': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:0 (0.0%), false:7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 54.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Have fun with me. Horny and bored. My snapchat is ...': 24 (0.0%) + '20 [F4A] have fun with me. horny and bored': 7 (0.0%) + 'Patricia Zavala': 4 (0.0%) + 'Leisure Centre - ディスコナイト': 4 (0.0%) + 'me irl': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 210 (0.0%) + 'i.imgur.com': 172 (0.0%) + 'youtube.com': 157 (0.0%) + 'self.AskReddit': 71 (0.0%) + 'self.GlobalOffensiveTrade': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,758, NoneType:4 +Null/Empty: null:4 +String length avg: 25.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,497 (0.0%) + 'default': 1,262 (0.0%) + 'nsfw': 386 (0.0%) + 'http://b.thumbs.redditmedia.com/Adzf0O6WTwCtEdgNBL...': 9 (0.0%) + 'http://a.thumbs.redditmedia.com/M3ODED1_aSp3vq48pu...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,188,762/7,188,762 (100.0%) +Types: dict:7,188,762 +Null/Empty: empty_obj:6,345,569 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:10,782 (0.1%), false:7,177,980 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:1,472,733,847, max:1,472,830,976, avg:1472781396.3 +Numeric std dev: 26833.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:11,817, avg:26.5 +Numeric std dev: 210.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,188,762/7,188,762 (100.0%) +Types: dict:7,188,762 +Null/Empty: empty_obj:6,331,712 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 257 (0.0%) + 'AutoModerator': 42 (0.0%) + 'removalbot': 19 (0.0%) + 'ImagesOfNetwork': 13 (0.0%) + 'phman79': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:7,158,899, str:29,863 +Null/Empty: null:7,158,899 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 29,843 (99.9%) + 'admin': 20 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:58,950, avg:8.6 +Numeric std dev: 97.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:6,345,569, dict:843,193 +Null/Empty: null:6,345,569 + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:6,331,712, dict:857,050 +Null/Empty: null:6,331,712 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 75.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/KVjE6mj.jpg': 24 (0.0%) + 'http://imgur.com/MB19EGt': 4 (0.0%) + 'http://i.imgur.com/XngnrTl.jpg': 4 (0.0%) + 'https://soundcloud.com/mallsoft/vhmunpvlokib': 4 (0.0%) + 'http://imgur.com/a/3DxFc': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:5,932,196, str:1,256,566 +Null/Empty: null:5,932,196, empty_str:275,453 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 41 (0.0%) + '/r/imgur_all Founder': 29 (0.0%) + 'Xbox One': 19 (0.0%) + '4/97': 19 (0.0%) + 'LP member': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:0, max:11,817, avg:26.5 +Numeric std dev: 210.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:0 (0.0%), false:7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +Null/Empty: empty_str:3,447,617 +String length avg: 374.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 470 (0.0%) + '[removed]': 260 (0.0%) + '## [Retail](https://67.media.tumblr.com/961787b49e...': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + '...A SEVERE THUNDERSTORM WARNING REMAINS IN EFFECT...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:584,185 (8.1%), false:6,604,577 (91.9%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/beerporn/comments/4lyd4m/my_pull_for_asheville_...': 1 (0.0%) + '/r/The_Milo/comments/4lyd4o/milo_yiannopoulos_at_d...': 1 (0.0%) + '/r/darknetmarketsOZ/comments/4lyd4p/psa_aussiedank...': 1 (0.0%) + '/r/falloutlore/comments/4lyd4q/does_it_get_cold_in...': 1 (0.0%) + '/r/CaseClickerTrades/comments/4lyd4r/looking_for_f...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,188,762/7,188,762 (100.0%) +Types: NoneType:5,374,164, str:1,814,598 +Null/Empty: null:5,374,164, empty_str:210,915 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 241 (0.0%) + 'discussion': 160 (0.0%) + 'a': 143 (0.0%) + 'f': 138 (0.0%) + '4': 135 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:0 (0.0%), false:7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:3,813 (0.1%), false:7,184,949 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:6,837,785, int:350,977 +Booleans: true:0 (0.0%), false:6,837,785 (100.0%) +Numeric values: 350,977 total +Numeric range: min:1,464,739,452, max:1,472,810,756, avg:1466157757.8 +Numeric std dev: 948686.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,188,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:1,746 (0.0%), false:7,187,016 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,188,762/7,188,762 (100.0%) +Types: str:7,188,762 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4lyd4m': 1 (0.0%) + '4lyd4o': 1 (0.0%) + '4lyd4p': 1 (0.0%) + '4lyd4q': 1 (0.0%) + '4lyd4r': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,188,762/7,188,762 (100.0%) +Types: int:7,188,762 +Numeric values: 7,188,762 total +Numeric range: min:1,464,739,200, max:1,467,331,199, avg:1466049852.7 +Numeric std dev: 749819.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,188,762/7,188,762 (100.0%) +Types: bool:7,188,762 +Booleans: true:3,473,138 (48.3%), false:3,715,624 (51.7%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,182,749/7,188,762 (99.9%) +Types: NoneType:7,182,749 +Null/Empty: null:7,182,749 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,182,749/7,188,762 (99.9%) +Types: NoneType:7,182,749 +Null/Empty: null:7,182,749 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,182,749/7,188,762 (99.9%) +Types: str:7,182,749 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 40 (0.0%) + 't5_2y6r4': 38 (0.0%) + 't5_2u5kl': 29 (0.0%) + 't5_2rfxx': 22 (0.0%) + 't5_2zc5x': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,182,749/7,188,762 (99.9%) +Types: str:7,182,749 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 40 (0.0%) + 'GlobalOffensiveTrade': 38 (0.0%) + 'Overwatch': 29 (0.0%) + 'leagueoflegends': 22 (0.0%) + 'Fireteams': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,182,749/7,188,762 (99.9%) +Types: NoneType:7,182,749 +Null/Empty: null:7,182,749 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,394,392/7,188,762 (33.3%) +Types: dict:2,394,392 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,394,392/7,188,762 (33.3%) +Types: str:2,394,392 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,330,125 (55.6%) + 'self': 406,947 (17.0%) + 'rich:video': 384,631 (16.1%) + 'image': 272,254 (11.4%) + 'video': 435 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,013/7,188,762 (0.1%) +Types: bool:6,013 +Booleans: true:6,013 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,013 +Null/Empty: null:6,013 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,012, str:1 +Null/Empty: null:6,012 +String length avg: 620.0 +Unique strings tracked: 1 +String values distribution: + 'https://pixel.redditmedia.com/i.gif?e=eyJhdiI6OTMy...': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,013/7,188,762 (0.1%) +Types: str:6,013 +Null/Empty: empty_str:1,993 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/mJ8ewlC4ICDNV7EOSp...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/fHQa6O4KZag9dBAJjr...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/XJh-hfRYCXUS_9bw1F...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/ibBoKctJyqf_aP2otJ...': 4 (0.1%) + 'http://b.thumbs.redditmedia.com/oRpCkps0atV4Ot6-zq...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,013/7,188,762 (0.1%) +Types: bool:6,013 +Booleans: true:953 (15.8%), false:5,060 (84.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,013 +Null/Empty: null:6,013 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:6,013 +Null/Empty: null:6,013 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,013/7,188,762 (0.1%) +Types: str:6,013 +String length avg: 64.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.adqvideo.com/': 11 (0.2%) + 'http://test.com': 8 (0.1%) + 'http://www.google.com': 5 (0.1%) + 'https://www.reddit.com/r/seattlewa': 5 (0.1%) + 'http://goon.squaaaaad.com': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,013/7,188,762 (0.1%) +Types: NoneType:5,999, str:14 +Null/Empty: null:5,999 +String length avg: 170.0 +Unique strings tracked: 10 +String values distribution: + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nl...': 5 (35.7%) + 'https://ad.doubleclick.net/ddm/ad/EXAMPLE/EXAMPLE;...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://example.com/i.gif': 1 (7.1%) + +================================================================================ + +================================================================================ +FILE: RS_2016-07.jsonl +Analysis Time: 2026-01-15 08:05:57 +================================================================================ +Total lines: 7,369,835 +Processed lines: 7,369,835 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,553,164, dict:816,671 +Null/Empty: null:6,553,164 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 14.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 164 (0.0%) + 'i.imgur.com': 147 (0.0%) + 'imgur.com': 134 (0.0%) + 'i.redd.it': 64 (0.0%) + 'self.AskReddit': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:7,337,957, str:31,878 +Null/Empty: null:7,337,957 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 31,857 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:24,553, avg:26.8 +Numeric std dev: 216.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +Null/Empty: empty_str:3,504,353 +String length avg: 374.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 427 (0.0%) + '[removed]': 237 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'I have added to my original CocoaPods video tutori...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,196,422, str:1,173,413 +Null/Empty: null:6,196,422, empty_str:141,293 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 33 (0.0%) + 'PS4': 29 (0.0%) + 'One': 18 (0.0%) + 'hi': 16 (0.0%) + 'mod': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:24,553, avg:26.8 +Numeric std dev: 216.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/electricdaisycarnival/comments/4qotdt/day_1_woe...': 1 (0.0%) + '/r/movies/comments/4qotdu/من_ابتغى_سنة_النبي_وسار_...': 1 (0.0%) + '/r/AskReddit/comments/4qotdv/canada_whats_your_bes...': 1 (0.0%) + '/r/SwitchbacksFC/comments/4qotdw/colorado_springs_...': 1 (0.0%) + '/r/streetwear/comments/4qotdy/how_to_get_washed_ou...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:3,616,643 (49.1%), false:3,753,192 (50.9%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4qotdt': 1 (0.0%) + 't3_4qotdu': 1 (0.0%) + 't3_4qotdv': 1 (0.0%) + 't3_4qotdw': 1 (0.0%) + 't3_4qotdy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,826, NoneType:9 +Null/Empty: null:9 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,298 (0.0%) + 'default': 1,012 (0.0%) + 'nsfw': 292 (0.0%) + 'http://a.thumbs.redditmedia.com/vkivBqFs3fshakLXw-...': 4 (0.0%) + 'http://a.thumbs.redditmedia.com/IBgpb6ix4kLiV_eY7O...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,369,835/7,369,835 (100.0%) +Types: dict:7,369,835 +Null/Empty: empty_obj:6,538,636 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:5,537,068, str:1,832,767 +Null/Empty: null:5,537,068, empty_str:230,493 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'trade': 176 (0.0%) + 'f': 168 (0.0%) + 'discussion': 143 (0.0%) + 'question': 81 (0.0%) + '4': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 54.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I'm down for anything for the next few hours :D My...': 11 (0.0%) + 'me irl': 3 (0.0%) + 'Randy Moore': 3 (0.0%) + 'I was bored on my day off. So I decided to film an...': 2 (0.0%) + 'BEING HUMAN British Vs American series . Compariso...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:113, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 7,366,617 (100.0%) + 1: 2,944 (0.0%) + 2: 193 (0.0%) + 3: 41 (0.0%) + 6: 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,004,836, int:364,999 +Booleans: true:0 (0.0%), false:7,004,836 (100.0%) +Numeric values: 364,999 total +Numeric range: min:1,467,331,302, max:1,473,004,808, avg:1468868558.6 +Numeric std dev: 971856.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:0 (0.0%), false:7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,538,636, dict:831,199 +Null/Empty: null:6,538,636 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:11,293 (0.2%), false:7,358,542 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 228 (0.0%) + 'AutoModerator': 41 (0.0%) + 'ell_computer': 18 (0.0%) + 'ImagesOfNetwork': 16 (0.0%) + 'RPBot': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:573,408 (7.8%), false:6,796,427 (92.2%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:1,472,830,976, max:1,473,005,764, avg:1472954082.4 +Numeric std dev: 42449.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:0 (0.0%), false:7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:1,467,331,200, max:1,470,009,599, avg:1468681454.2 +Numeric std dev: 765123.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:2,169 (0.0%), false:7,367,666 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,369,835/7,369,835 (100.0%) +Types: dict:7,369,835 +Null/Empty: empty_obj:6,553,164 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 76.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/exCRYWB.jpg': 11 (0.0%) + 'https://www.youtube.com/watch?v=HyJEhTCCifg': 4 (0.0%) + 'https://c1.staticflickr.com/8/7299/27872947896_117...': 3 (0.0%) + 'https://www.instagram.com/p/BHTDzRkhcU6/?taken-by=...': 3 (0.0%) + 'https://i.redd.it/a0l1py58ni6x.jpg': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:6,111,828, str:1,258,007 +Null/Empty: null:6,111,828, empty_str:306,196 +String length avg: 18.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/imgur_all Founder': 40 (0.0%) + 'PS4': 23 (0.0%) + 'Xbox One': 15 (0.0%) + 'mod': 10 (0.0%) + 'MAGA': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,369,835/7,369,835 (100.0%) +Types: NoneType:5,496,868, str:1,872,967 +Null/Empty: null:5,496,868, empty_str:48,674 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Trade': 117 (0.0%) + 'News & Discussion': 106 (0.0%) + 'Discussion': 105 (0.0%) + 'Question': 88 (0.0%) + 'PS4': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,369,835/7,369,835 (100.0%) +Types: str:7,369,835 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4qotdt': 1 (0.0%) + '4qotdu': 1 (0.0%) + '4qotdv': 1 (0.0%) + '4qotdw': 1 (0.0%) + '4qotdy': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:0 (0.0%), false:7,369,835 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,369,835/7,369,835 (100.0%) +Types: int:7,369,835 +Numeric values: 7,369,835 total +Numeric range: min:0, max:47,831, avg:8.6 +Numeric std dev: 98.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,369,835/7,369,835 (100.0%) +Types: bool:7,369,835 +Booleans: true:4,665 (0.1%), false:7,365,170 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,363,147/7,369,835 (99.9%) +Types: str:7,363,147 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Overwatch': 34 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'AskReddit': 27 (0.0%) + 'The_Donald': 18 (0.0%) + 'news_etc': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,363,147/7,369,835 (99.9%) +Types: NoneType:7,363,147 +Null/Empty: null:7,363,147 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,363,147/7,369,835 (99.9%) +Types: NoneType:7,363,147 +Null/Empty: null:7,363,147 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,363,147/7,369,835 (99.9%) +Types: str:7,363,147 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2u5kl': 34 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2qh1i': 27 (0.0%) + 't5_38unr': 18 (0.0%) + 't5_3ewpe': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,363,147/7,369,835 (99.9%) +Types: NoneType:7,363,147 +Null/Empty: null:7,363,147 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,434,834/7,369,835 (33.0%) +Types: str:2,434,834 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,354,067 (55.6%) + 'self': 386,767 (15.9%) + 'rich:video': 360,152 (14.8%) + 'image': 333,230 (13.7%) + 'video': 618 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,434,834/7,369,835 (33.0%) +Types: dict:2,434,834 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,688/7,369,835 (0.1%) +Types: bool:6,688 +Booleans: true:1,238 (18.5%), false:5,450 (81.5%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,688/7,369,835 (0.1%) +Types: str:6,688 +Null/Empty: empty_str:1,978 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/Iqt9ZaQBSKC9LD-gc_...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/eHdh2MGA9uindqHYNo...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/bcXq95Tj5z60GldUpP...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/ZmYPlsUw2sMth8V6NC...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/3sxeRrf9fJ3u-6E1gv...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,688/7,369,835 (0.1%) +Types: bool:6,688 +Booleans: true:6,688 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,688/7,369,835 (0.1%) +Types: str:6,688 +String length avg: 64.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 25 (0.4%) + 'https://olimp.us/?utm_source=reddit&utm_campai...': 10 (0.1%) + 'https://www.patreon.com/posts/sneak-peek-bar-43370...': 6 (0.1%) + 'https://www.youtube.com/watch?v=qYsf3rvijh0': 6 (0.1%) + 'https://www.pawesomestore.com/products/love-pitbul...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,688 +Null/Empty: null:6,688 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,688/7,369,835 (0.1%) +Types: NoneType:6,671, str:17 +Null/Empty: null:6,671 +String length avg: 150.9 +Unique strings tracked: 17 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 1 (5.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (5.9%) + +================================================================================ + +================================================================================ +FILE: RS_2016-08.jsonl +Analysis Time: 2026-01-15 08:13:15 +================================================================================ +Total lines: 7,591,689 +Processed lines: 7,591,689 +Total unique fields: 50 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:6,978 (0.1%), false:7,584,711 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:3,751,155 (49.4%), false:3,840,534 (50.6%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +Null/Empty: empty_str:3,642,688 +String length avg: 396.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 421 (0.0%) + '[removed]': 268 (0.0%) + 'This was automatically posted': 3 (0.0%) + 'I killed a spinner of death, Araxxi. + +': 2 (0.0%) + 'ednmdayq ': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:5,637,387, str:1,954,302 +Null/Empty: null:5,637,387, empty_str:50,984 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Question': 123 (0.0%) + 'Screenshot': 108 (0.0%) + 'Discussion': 105 (0.0%) + 'Trade': 96 (0.0%) + 'PS4': 67 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_4vjrss': 1 (0.0%) + 't3_4vjrst': 1 (0.0%) + 't3_4vjrsu': 1 (0.0%) + 't3_4vjrsv': 1 (0.0%) + 't3_4vjrsw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/woodworking/comments/4vjrss/questions_about_woo...': 1 (0.0%) + '/r/LiverpoolFC/comments/4vjrst/prematch_thread_liv...': 1 (0.0%) + '/r/PanamaPapers/comments/4vjrsu/towers_of_secrecy_...': 1 (0.0%) + '/r/MyChemicalRomance/comments/4vjrsv/httpswwwetsyc...': 1 (0.0%) + '/r/fivenightsatfreddys/comments/4vjrsw/ballora_by_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:2,129 (0.0%), false:7,589,560 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,305,778, str:1,285,911 +Null/Empty: null:6,305,778, empty_str:304,640 +String length avg: 19.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 29 (0.0%) + 'Xbox One': 18 (0.0%) + 'NJ': 7 (0.0%) + 'verified': 6 (0.0%) + 'MAGA': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,395,550, str:1,196,139 +Null/Empty: null:6,395,550, empty_str:150,667 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 42 (0.0%) + 'hi': 30 (0.0%) + 'default': 27 (0.0%) + 'One': 21 (0.0%) + 'flair-default': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:5,676,420, str:1,915,269 +Null/Empty: null:5,676,420, empty_str:217,550 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'screenshot': 181 (0.0%) + 'trade': 176 (0.0%) + 'discussion': 168 (0.0%) + 'question': 160 (0.0%) + '4': 109 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:609,030 (8.0%), false:6,982,659 (92.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:0 (0.0%), false:7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,705,804, dict:885,885 +Null/Empty: null:6,705,804 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 77.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/oAtyrlP.jpg': 4 (0.0%) + 'http://i.imgur.com/vgWWObj.jpg': 3 (0.0%) + 'https://i.reddituploads.com/7267cacb66f2460abc0889...': 3 (0.0%) + 'http://imgur.com/gallery/Bl0Qb': 3 (0.0%) + 'http://workingoutforweightlosshub.blogspot.com/201...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:12,341 (0.2%), false:7,579,348 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:20, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 7,588,380 (100.0%) + 1: 3,018 (0.0%) + 2: 223 (0.0%) + 3: 44 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,204,560, int:387,129 +Booleans: true:0 (0.0%), false:7,204,560 (100.0%) +Numeric values: 387,129 total +Numeric range: min:1,470,009,799, max:1,473,098,171, avg:1471428401.5 +Numeric std dev: 777585.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:7,557,429, str:34,260 +Null/Empty: null:7,557,429 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 34,228 (99.9%) + 'admin': 32 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4vjrss': 1 (0.0%) + '4vjrst': 1 (0.0%) + '4vjrsu': 1 (0.0%) + '4vjrsv': 1 (0.0%) + '4vjrsw': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:1,473,005,764, max:1,473,098,371, avg:1473051765.6 +Numeric std dev: 26773.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 14.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 196 (0.0%) + 'youtube.com': 146 (0.0%) + 'i.reddituploads.com': 93 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'i.redd.it': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 222 (0.0%) + 'AutoModerator': 41 (0.0%) + 'ImagesOfNetwork': 31 (0.0%) + 'Antoniodonga2': 8 (0.0%) + 'fiplefip': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:1,470,009,600, max:1,472,687,999, avg:1471350876.7 +Numeric std dev: 777737.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:13,207, avg:28.8 +Numeric std dev: 224.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,591,689/7,591,689 (100.0%) +Types: dict:7,591,689 +Null/Empty: empty_obj:6,690,996 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,686, NoneType:3 +Null/Empty: null:3 +String length avg: 25.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,442 (0.0%) + 'default': 1,203 (0.0%) + 'nsfw': 285 (0.0%) + 'http://a.thumbs.redditmedia.com/VWt5KDmeOUFgxNMLAo...': 4 (0.0%) + 'http://b.thumbs.redditmedia.com/hzK_-zXt00_g4YvbQM...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,591,689/7,591,689 (100.0%) +Types: str:7,591,689 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 4 (0.0%) + 'Really bored and all alone. Add me on snapchat. My...': 4 (0.0%) + 'You know you're in Toronto when...': 3 (0.0%) + 'Victorious festival Yonge-Dundas.': 3 (0.0%) + 'Nothing better than returning from a 9 day trip to...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:0 (0.0%), false:7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,591,689/7,591,689 (100.0%) +Types: bool:7,591,689 +Booleans: true:0 (0.0%), false:7,591,689 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,591,689/7,591,689 (100.0%) +Types: NoneType:6,690,996, dict:900,693 +Null/Empty: null:6,690,996 + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:13,207, avg:28.8 +Numeric std dev: 224.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,591,689/7,591,689 (100.0%) +Types: int:7,591,689 +Numeric values: 7,591,689 total +Numeric range: min:0, max:42,282, avg:8.7 +Numeric std dev: 85.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,591,689/7,591,689 (100.0%) +Types: dict:7,591,689 +Null/Empty: empty_obj:6,705,804 + +──────────────────────────────────────────────────────────── +FIELD: from_kind Occurrence: 7,584,305/7,591,689 (99.9%) +Types: NoneType:7,584,305 +Null/Empty: null:7,584,305 + +──────────────────────────────────────────────────────────── +FIELD: from_id Occurrence: 7,584,305/7,591,689 (99.9%) +Types: NoneType:7,584,305 +Null/Empty: null:7,584,305 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,584,305/7,591,689 (99.9%) +Types: str:7,584,305 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'pokemongo': 56 (0.0%) + 'AskReddit': 49 (0.0%) + 'The_Donald': 25 (0.0%) + 'GlobalOffensiveTrade': 21 (0.0%) + 'Fireteams': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: from Occurrence: 7,584,305/7,591,689 (99.9%) +Types: NoneType:7,584,305 +Null/Empty: null:7,584,305 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,584,305/7,591,689 (99.9%) +Types: str:7,584,305 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_34jka': 56 (0.0%) + 't5_2qh1i': 49 (0.0%) + 't5_38unr': 25 (0.0%) + 't5_2y6r4': 21 (0.0%) + 't5_2zc5x': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,511,094/7,591,689 (33.1%) +Types: str:2,511,094 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,390,077 (55.4%) + 'self': 401,487 (16.0%) + 'rich:video': 376,542 (15.0%) + 'image': 342,361 (13.6%) + 'video': 627 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,511,094/7,591,689 (33.1%) +Types: dict:2,511,094 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7,384/7,591,689 (0.1%) +Types: bool:7,384 +Booleans: true:7,384 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 7,384/7,591,689 (0.1%) +Types: bool:7,384 +Booleans: true:1,448 (19.6%), false:5,936 (80.4%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7,384/7,591,689 (0.1%) +Types: str:7,384 +Null/Empty: empty_str:2,584 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/PdBcAYASOCXPlDHHfH...': 45 (0.9%) + 'http://b.thumbs.redditmedia.com/Ego1sNZSgJYCMRIx84...': 10 (0.2%) + 'http://b.thumbs.redditmedia.com/WChHlHdN6QIEh4QMpV...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/BRB4tZruWMUwDVkZWu...': 8 (0.2%) + 'http://a.thumbs.redditmedia.com/7n4EVuSRajGJLzmtF2...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,384 +Null/Empty: null:7,384 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7,384/7,591,689 (0.1%) +Types: str:7,384 +String length avg: 64.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.reddit.com': 13 (0.2%) + 'http://store.steampowered.com/app/384300/': 12 (0.2%) + 'https://www.zaprem.com/collections/computers-acces...': 11 (0.1%) + 'http://delimin.com/collections/giveaway': 8 (0.1%) + 'http://delimin.com/collections/trendy-giveaway': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7,384/7,591,689 (0.1%) +Types: NoneType:7,359, str:25 +Null/Empty: null:7,359 +String length avg: 162.4 +Unique strings tracked: 15 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimpj/N3643.131...': 4 (16.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.0%) + 'https://servedby.flashtalking.com/imp/8/64859;1988...': 3 (12.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (8.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (8.0%) + +================================================================================ + +================================================================================ +FILE: RS_2016-09.jsonl +Analysis Time: 2026-01-15 08:20:09 +================================================================================ +Total lines: 7,437,862 +Processed lines: 7,437,862 +Total unique fields: 52 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mystery Skulls - In My Sleep | x-post from r/thewa...': 3 (0.0%) + 'Lena Kovalchyk / Лена Ковальчук - Russian Volleyba...': 3 (0.0%) + 'Lamptastic Reviews-Premium Labs Dr Fogs Famous Ice...': 3 (0.0%) + 'nathasha': 2 (0.0%) + 'Exclusive First Look: DC Comics October Young Anim...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:5,048 (0.1%), false:7,432,814 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:1,472,688,000, max:1,475,279,998, avg:1474000481.8 +Numeric std dev: 747487.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:609,211 (8.2%), false:6,828,651 (91.8%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +Null/Empty: empty_str:3,582,447 +String length avg: 375.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 481 (0.0%) + '[removed]': 277 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + 'I found a crystal triskelion fragment. + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:2,099 (0.0%), false:7,435,763 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 7,437,862/7,437,862 (100.0%) +Types: dict:7,437,862 +Null/Empty: empty_obj:6,547,512 + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:7,405,050, str:32,812 +Null/Empty: null:7,405,050 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 32,793 (99.9%) + 'admin': 19 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:10, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 10 +Numeric values distribution: + 0: 7,434,922 (100.0%) + 1: 2,722 (0.0%) + 2: 155 (0.0%) + 3: 33 (0.0%) + 4: 11 (0.0%) + 5: 11 (0.0%) + 7: 3 (0.0%) + 6: 3 (0.0%) + 10: 1 (0.0%) + 8: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,136,063, str:1,301,799 +Null/Empty: null:6,136,063, empty_str:274,733 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'USA': 19 (0.0%) + 'PS4': 15 (0.0%) + 'Xbox One': 14 (0.0%) + 'verified': 10 (0.0%) + 'Text': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,859, NoneType:3 +Null/Empty: null:3 +String length avg: 26.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,449 (0.0%) + 'default': 1,242 (0.0%) + 'nsfw': 358 (0.0%) + 'http://b.thumbs.redditmedia.com/Adzf0O6WTwCtEdgNBL...': 6 (0.0%) + 'http://a.thumbs.redditmedia.com/sv2yrApzFdzAiDlSNY...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,547,512, dict:890,350 +Null/Empty: null:6,547,512 + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 77.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://youtu.be/8DsJokb025M': 4 (0.0%) + 'https://pp.vk.me/c405231/v405231699/2f6/SHz9ouqpxp...': 3 (0.0%) + 'http://jacomo-xxx.com/nathasha-video_5d1a006ce.htm...': 2 (0.0%) + 'http://www.google.ie/url?sa=t&source=web&c...': 2 (0.0%) + 'http://imgur.com/a3fvO7Q': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,560,815, dict:877,047 +Null/Empty: null:6,560,815 + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:3,668,448 (49.3%), false:3,769,414 (50.7%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:0 (0.0%), false:7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:13,191, avg:30.1 +Numeric std dev: 233.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/tf2/comments/50kc60/server_ownersoperators_how_...': 1 (0.0%) + '/r/ottawa/comments/50kc61/crashed_presto_site_leav...': 1 (0.0%) + '/r/WastelandPowers/comments/50kc62/metamap_of_the_...': 1 (0.0%) + '/r/Roll20/comments/50kc64/dd_compendium_additions/': 1 (0.0%) + '/r/FilthyFrank/comments/50kc65/the_chill_corner_rr...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_50kc60': 1 (0.0%) + 't3_50kc61': 1 (0.0%) + 't3_50kc62': 1 (0.0%) + 't3_50kc64': 1 (0.0%) + 't3_50kc65': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:11,828 (0.2%), false:7,426,034 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:5,428,670, str:2,009,192 +Null/Empty: null:5,428,670, empty_str:238,899 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 233 (0.0%) + 'trade': 147 (0.0%) + 'question': 141 (0.0%) + 'red': 97 (0.0%) + 'image': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:1,476,374,175, max:1,476,467,527, avg:1476422424.9 +Numeric std dev: 26713.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:1,935 (0.0%), false:7,435,927 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 7,437,862/7,437,862 (100.0%) +Types: dict:7,437,862 +Null/Empty: empty_obj:6,560,815 + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 164 (0.0%) + 'imgur.com': 144 (0.0%) + 'i.imgur.com': 91 (0.0%) + 'i.redd.it': 79 (0.0%) + 'i.reddituploads.com': 79 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:36,860, avg:8.5 +Numeric std dev: 86.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:0 (0.0%), false:7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:6,231,458, str:1,206,404 +Null/Empty: null:6,231,458, empty_str:136,890 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 25 (0.0%) + 'PS4': 22 (0.0%) + 'MURICA': 22 (0.0%) + 'default': 19 (0.0%) + 'One': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 7,437,862/7,437,862 (100.0%) +Types: NoneType:5,388,475, str:2,049,387 +Null/Empty: null:5,388,475, empty_str:48,479 +String length avg: 8.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 130 (0.0%) + 'Question': 113 (0.0%) + 'Trade': 86 (0.0%) + 'Video': 55 (0.0%) + 'PS4': 44 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '50kc60': 1 (0.0%) + '50kc61': 1 (0.0%) + '50kc62': 1 (0.0%) + '50kc64': 1 (0.0%) + '50kc65': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 7,437,862/7,437,862 (100.0%) +Types: int:7,437,862 +Numeric values: 7,437,862 total +Numeric range: min:0, max:13,191, avg:30.1 +Numeric std dev: 233.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 7,437,862/7,437,862 (100.0%) +Types: str:7,437,862 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 241 (0.0%) + 'AutoModerator': 39 (0.0%) + 'ImagesOfNetwork': 16 (0.0%) + 'SudoSudonym': 14 (0.0%) + 'ell_computer': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,075,377, int:362,485 +Booleans: true:0 (0.0%), false:7,075,377 (100.0%) +Numeric values: 362,485 total +Numeric range: min:1,472,688,249, max:1,476,464,762, avg:1474063977.9 +Numeric std dev: 758772.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 7,437,862/7,437,862 (100.0%) +Types: bool:7,437,862 +Booleans: true:0 (0.0%), false:7,437,862 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 7,431,094/7,437,862 (99.9%) +Types: str:7,431,094 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 45 (0.0%) + 't5_38unr': 33 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2szyo': 17 (0.0%) + 't5_2qita': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 7,431,094/7,437,862 (99.9%) +Types: str:7,431,094 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 45 (0.0%) + 'The_Donald': 33 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'Showerthoughts': 17 (0.0%) + 'spam': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,471,378/7,437,862 (33.2%) +Types: dict:2,471,378 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,471,378/7,437,862 (33.2%) +Types: str:2,471,378 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,349,289 (54.6%) + 'self': 386,423 (15.6%) + 'rich:video': 385,923 (15.6%) + 'image': 349,287 (14.1%) + 'video': 456 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,768/7,437,862 (0.1%) +Types: bool:6,768 +Booleans: true:6,768 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,768/7,437,862 (0.1%) +Types: bool:6,768 +Booleans: true:1,292 (19.1%), false:5,476 (80.9%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,768/7,437,862 (0.1%) +Types: str:6,768 +Null/Empty: empty_str:2,453 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://a.thumbs.redditmedia.com/HSExtbTYYu-mkNXW3n...': 14 (0.3%) + 'http://b.thumbs.redditmedia.com/0OrKzZNQ5dXwpbex7B...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/MdFAYN_WW4AG9AS__q...': 6 (0.1%) + 'http://a.thumbs.redditmedia.com/55c4h98U6Wny570cOU...': 6 (0.1%) + 'http://a.thumbs.redditmedia.com/14IgjdBnOdhqIsupwc...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,707, str:61 +Null/Empty: null:6,707 +String length avg: 165.3 +Unique strings tracked: 46 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,768 +Null/Empty: null:6,768 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,756, str:12 +Null/Empty: null:6,756 +String length avg: 9.0 +Unique strings tracked: 12 +Top 5 string values: + 't3_2c2twn': 1 (8.3%) + 't3_4u6ezl': 1 (8.3%) + 't3_4u6hw6': 1 (8.3%) + 't3_4umgxn': 1 (8.3%) + 't3_50fwbm': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,756, str:12 +Null/Empty: null:6,756 +String length avg: 13.9 +Unique strings tracked: 6 +String values distribution: + 'BlairWitchMovie': 5 (41.7%) + 'eBayOfficial': 3 (25.0%) + 'hiredinc': 1 (8.3%) + 'Motherboard': 1 (8.3%) + 'promoter_walkingegg': 1 (8.3%) + 'BeTheMatchOfficial': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,768/7,437,862 (0.1%) +Types: str:6,768 +String length avg: 62.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 34 (0.5%) + 'https://geo.itunes.apple.com/us/movie/kingsglaive-...': 10 (0.1%) + 'http://google.com': 10 (0.1%) + 'https://ladder.io/': 8 (0.1%) + 'https://www.amazon.com/51-Ways-Offend-Russian-Amer...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,734, str:34 +Null/Empty: null:6,734 +String length avg: 196.7 +Unique strings tracked: 22 +Top 5 string values: + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,768/7,437,862 (0.1%) +Types: NoneType:6,756, str:12 +Null/Empty: null:6,756 +String length avg: 169.9 +Unique strings tracked: 8 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N3740.1318...': 5 (41.7%) + 'https://hired.com/blog/highlights/what-i-learned-f...': 1 (8.3%) + 'http://motherboard.vice.com/en_us?utm_source=rads': 1 (8.3%) + 'http://www.ebay.com/itm/Seagate-4TB-Expansion-Port...': 1 (8.3%) + 'http://www.ebay.com/itm/Intel-Core-i7-6700K-8M-Sky...': 1 (8.3%) + 'http://www.ebay.com/itm/Samsung-UN40KU6300-40-Blac...': 1 (8.3%) + 'http://www.reddit.com/r/ads': 1 (8.3%) + 'https://ad.doubleclick.net/ddm/trackclk/N4874.1318...': 1 (8.3%) + +================================================================================ + +================================================================================ +FILE: RS_2016-10.jsonl +Analysis Time: 2026-01-15 08:27:57 +================================================================================ +Total lines: 8,286,759 +Processed lines: 8,286,759 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,953,163, str:1,333,596 +Null/Empty: null:6,953,163, empty_str:145,526 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 186 (0.0%) + 'One': 86 (0.0%) + 'steam': 80 (0.0%) + 'hi': 46 (0.0%) + 'MURICA': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:4,101,501 (49.5%), false:4,185,258 (50.5%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:0 (0.0%), false:8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:17,750, avg:31.1 +Numeric std dev: 241.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:1,480,187,833, max:1,480,294,928, avg:1480241042.2 +Numeric std dev: 30559.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:0 (0.0%), false:8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,286,759/8,286,759 (100.0%) +Types: dict:8,286,759 +Null/Empty: empty_obj:7,359,558 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,805,143, str:1,481,616 +Null/Empty: null:6,805,143, empty_str:284,408 +String length avg: 18.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 111 (0.0%) + 'Xbox One': 62 (0.0%) + 'USA': 23 (0.0%) + 'I Believe That She Will Win ': 12 (0.0%) + 'TX': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:12,416 (0.1%), false:8,274,343 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:1,617 (0.0%), false:8,285,142 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:650,924 (7.9%), false:7,635,835 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hillary Clinton EXPOSED! Voter Fraud using Nevada ...': 5 (0.0%) + 'Staci Silverstone - She Looks Satisfied': 4 (0.0%) + 'Judge Says US Officials Fail to Protect Endangered...': 3 (0.0%) + 'Trump demands Obama promise not to pardon Clinton': 3 (0.0%) + 'The House of Representatives under First Past the ...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 78.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=pT54ouxJvHY': 5 (0.0%) + 'https://gfycat.com/GrandBestDromaeosaur': 4 (0.0%) + 'http://abcnews.go.com/US/wireStory/federal-judge-s...': 3 (0.0%) + 'http://www.cnn.com/2016/09/30/politics/donald-trum...': 3 (0.0%) + 'http://imgur.com/iz9MIbs': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,025,600, str:2,261,159 +Null/Empty: null:6,025,600, empty_str:52,720 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 390 (0.0%) + 'STEAM': 230 (0.0%) + 'Xbox One': 136 (0.0%) + 'Discussion': 119 (0.0%) + 'Trade': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:17,750, avg:31.1 +Numeric std dev: 241.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,756, NoneType:3 +Null/Empty: null:3 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'self': 1,440 (0.0%) + 'default': 1,213 (0.0%) + 'nsfw': 390 (0.0%) + 'http://b.thumbs.redditmedia.com/5RXzm6uIxKhqUDVZvU...': 7 (0.0%) + 'http://b.thumbs.redditmedia.com/6X8OsALY4hk1XaDG6W...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 171 (0.0%) + 'youtube.com': 154 (0.0%) + 'i.imgur.com': 112 (0.0%) + 'self.RocketLeagueExchange': 105 (0.0%) + 'i.reddituploads.com': 100 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 67.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/GlobalOffensiveTrade/comments/55atoy/h_998_m4a4...': 1 (0.0%) + '/r/Overwatch/comments/55atp0/mccree_quintuple_and_...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/55atp1/pc_store_h...': 1 (0.0%) + '/r/AccidentalRenaissance/comments/55atp2/kanye_the...': 1 (0.0%) + '/r/AskHistorians/comments/55atp4/can_anybody_expla...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:2,189 (0.0%), false:8,284,570 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:7,911,152, int:375,607 +Booleans: true:0 (0.0%), false:7,911,152 (100.0%) +Numeric values: 375,607 total +Numeric range: min:1,475,280,307, max:1,480,288,347, avg:1476700533.7 +Numeric std dev: 820219.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:88,277, avg:8.2 +Numeric std dev: 95.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:7,359,558, dict:927,201 +Null/Empty: null:7,359,558 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:6,069,277, str:2,217,482 +Null/Empty: null:6,069,277, empty_str:250,278 +String length avg: 5.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '4': 503 (0.0%) + 'steam': 376 (0.0%) + '2': 218 (0.0%) + 'psn': 209 (0.0%) + 'discussion': 189 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:7,345,812, dict:940,947 +Null/Empty: null:7,345,812 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:1,475,280,000, max:1,477,958,398, avg:1476654249.9 +Numeric std dev: 767157.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_55atoy': 1 (0.0%) + 't3_55atp0': 1 (0.0%) + 't3_55atp1': 1 (0.0%) + 't3_55atp2': 1 (0.0%) + 't3_55atp4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 286 (0.0%) + 'AutoModerator': 46 (0.0%) + 'ImagesOfNetwork': 22 (0.0%) + 'ell_computer': 20 (0.0%) + 'autotldr': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Numeric range: min:0, max:23, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 8,283,453 (100.0%) + 1: 3,059 (0.0%) + 2: 161 (0.0%) + 3: 45 (0.0%) + 4: 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 8,286,759/8,286,759 (100.0%) +Types: int:8,286,759 +Numeric values: 8,286,759 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:1,739 (0.0%), false:8,285,020 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:4,086 (0.0%), false:8,282,673 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '55atoy': 1 (0.0%) + '55atp0': 1 (0.0%) + '55atp1': 1 (0.0%) + '55atp2': 1 (0.0%) + '55atp4': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,286,759/8,286,759 (100.0%) +Types: NoneType:8,250,968, str:35,791 +Null/Empty: null:8,250,968 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 35,770 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,286,759/8,286,759 (100.0%) +Types: bool:8,286,759 +Booleans: true:0 (0.0%), false:8,286,759 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,286,759/8,286,759 (100.0%) +Types: str:8,286,759 +Null/Empty: empty_str:4,073,911 +String length avg: 352.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 533 (0.0%) + '[removed]': 282 (0.0%) + 'This was automatically posted.': 3 (0.0%) + '1.3 kd 44x Flawless (year 1 and 2 combined). Buddy...': 2 (0.0%) + 'Please use this thread to suggest new features, si...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,286,759/8,286,759 (100.0%) +Types: dict:8,286,759 +Null/Empty: empty_obj:7,345,812 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,280,129/8,286,759 (99.9%) +Types: str:8,280,129 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'RocketLeagueExchange': 78 (0.0%) + 'Fireteams': 68 (0.0%) + 'AskReddit': 48 (0.0%) + 'The_Donald': 33 (0.0%) + 'GlobalOffensiveTrade': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,280,129/8,286,759 (99.9%) +Types: str:8,280,129 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3g4tc': 78 (0.0%) + 't5_2zc5x': 68 (0.0%) + 't5_2qh1i': 48 (0.0%) + 't5_38unr': 33 (0.0%) + 't5_2y6r4': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 2,702,827/8,286,759 (32.6%) +Types: str:2,702,827 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,527,737 (56.5%) + 'rich:video': 397,905 (14.7%) + 'self': 395,917 (14.6%) + 'image': 380,642 (14.1%) + 'video': 626 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 2,702,827/8,286,759 (32.6%) +Types: dict:2,702,827 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,630/8,286,759 (0.1%) +Types: str:6,630 +Null/Empty: empty_str:2,169 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://a.thumbs.redditmedia.com/u5-yKLxG1NItow9S1W...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/zVoc2tGZLWjhEkE5dB...': 7 (0.2%) + 'http://a.thumbs.redditmedia.com/7GOGczBXwLMcpqrZli...': 6 (0.1%) + 'http://a.thumbs.redditmedia.com/rUPSd932W7XW89Iduy...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/Fv7XFfvOred6Eq1ESP...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,630/8,286,759 (0.1%) +Types: bool:6,630 +Booleans: true:1,321 (19.9%), false:5,309 (80.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,623, str:7 +Null/Empty: null:6,623 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_55q9ra': 1 (14.3%) + 't3_55qms7': 1 (14.3%) + 't3_55r4yr': 1 (14.3%) + 't3_575w7l': 1 (14.3%) + 't3_574a4k': 1 (14.3%) + 't3_575yod': 1 (14.3%) + 't3_57hs7j': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,630 +Null/Empty: null:6,630 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,625, str:5 +Null/Empty: null:6,625 +String length avg: 12.0 +Unique strings tracked: 4 +String values distribution: + 'promoted_by_user': 2 (40.0%) + 'walkingeggg': 1 (20.0%) + 'p_egg': 1 (20.0%) + 'eBayOfficial': 1 (20.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,606, str:24 +Null/Empty: null:6,606 +String length avg: 170.6 +Unique strings tracked: 5 +String values distribution: + 'http://secure-gl.imrworldwide.com/u/ad?ca=47087&am...': 15 (62.5%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 6 (25.0%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (4.2%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (4.2%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,581, str:49 +Null/Empty: null:6,581 +String length avg: 221.1 +Unique strings tracked: 23 +Top 5 string values: + 'https://stats.tubemogul.com/stats/1/imp?sessId=sit...': 6 (12.2%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 5 (10.2%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 5 (10.2%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (4.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,630/8,286,759 (0.1%) +Types: NoneType:6,626, str:4 +Null/Empty: null:6,626 +String length avg: 48.8 +Unique strings tracked: 3 +String values distribution: + 'http://reddit.com/promoterurl': 2 (50.0%) + 'http://www.reddit.com/promoter_url': 1 (25.0%) + 'http://www.ebay.com/cln/move-it-out/Servers-and-Ca...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,630/8,286,759 (0.1%) +Types: bool:6,630 +Booleans: true:6,630 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,630/8,286,759 (0.1%) +Types: str:6,630 +String length avg: 60.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 21 (0.3%) + 'https://www.amazon.com/Kingsglaive-Final-Fantasy-X...': 8 (0.1%) + 'http://onepl.us/OP3O2': 7 (0.1%) + 'https://monzo.com/?utm_source=reddit&utm_mediu...': 5 (0.1%) + 'http://rev.track.tax/expenses-1/': 5 (0.1%) + +================================================================================ + +================================================================================ +FILE: RS_2016-11.jsonl +Analysis Time: 2026-01-15 08:36:17 +================================================================================ +Total lines: 8,660,144 +Processed lines: 8,660,144 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:1,477,958,400, max:1,480,550,399, avg:1479246286.7 +Numeric std dev: 755356.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:4,108 (0.0%), false:8,656,036 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:1,484,188,456, max:1,484,291,391, avg:1484239949.8 +Numeric std dev: 29768.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:4,078,785 (47.1%), false:4,581,359 (52.9%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 270 (0.0%) + 'BitcoinAllBot': 37 (0.0%) + 'AutoNewspaperAdmin': 33 (0.0%) + 'AutoModerator': 30 (0.0%) + 'ImagesOfNetwork': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,160,004, str:1,500,140 +Null/Empty: null:7,160,004, empty_str:264,297 +String length avg: 16.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Author': 160 (0.0%) + 'PS4': 54 (0.0%) + 'USA': 33 (0.0%) + 'Text': 19 (0.0%) + 'CAN': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,660,144/8,660,144 (100.0%) +Types: dict:8,660,144 +Null/Empty: empty_obj:7,693,757 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:657,336 (7.6%), false:8,002,808 (92.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:13,207 (0.2%), false:8,646,937 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:38, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_5afz2u': 1 (0.0%) + 't3_5afz2v': 1 (0.0%) + 't3_5afz2w': 1 (0.0%) + 't3_5afz2x': 1 (0.0%) + 't3_5afz2y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:0 (0.0%), false:8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,660,144/8,660,144 (100.0%) +Types: dict:8,660,144 +Null/Empty: empty_obj:7,710,010 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:85,670, avg:7.8 +Numeric std dev: 97.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 78.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://i.imgur.com/HQfOaR0.jpg': 4 (0.0%) + 'https://imgur.com/a/M9QX2': 3 (0.0%) + 'http://www.motherjones.com/politics/2016/10/vetera...': 3 (0.0%) + 'https://www.reddit.com/r/TumblrInAction/comments/5...': 2 (0.0%) + 'https://i.redd.it/wz97yp3hfwux.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 67.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Nudelete/comments/5afz2u/57245867_dragon_ptsd_n...': 1 (0.0%) + '/r/DestinyTheGame/comments/5afz2v/weird_request_ou...': 1 (0.0%) + '/r/DnD/comments/5afz2w/oc_my_cat_dmd_our_most_rece...': 1 (0.0%) + '/r/listentothis/comments/5afz2x/trace_bundy_tedx_s...': 1 (0.0%) + '/r/youtubehaiku/comments/5afz2y/broadway_grill/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:2,199 (0.0%), false:8,657,945 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:88 (0.0%), false:8,660,056 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 56.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy Halloween!': 3 (0.0%) + 'a': 3 (0.0%) + 'Can anyone explain this joining instruction about ...': 2 (0.0%) + 'Update: Iceland's Pirate Party and What Could Happ...': 2 (0.0%) + 'Me irl': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 194 (0.0%) + 'youtube.com': 174 (0.0%) + 'i.reddituploads.com': 144 (0.0%) + 'i.imgur.com': 98 (0.0%) + 'i.redd.it': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:8,623,546, str:36,598 +Null/Empty: null:8,623,546 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 36,577 (99.9%) + 'admin': 21 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:7,310 (0.1%), false:8,652,834 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5afz2u': 1 (0.0%) + '5afz2v': 1 (0.0%) + '5afz2w': 1 (0.0%) + '5afz2x': 1 (0.0%) + '5afz2y': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,297,448, int:362,696 +Booleans: true:0 (0.0%), false:8,297,448 (100.0%) +Numeric values: 362,696 total +Numeric range: min:1,477,958,683, max:1,484,279,491, avg:1479355751.9 +Numeric std dev: 875890.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:196,587, avg:45.6 +Numeric std dev: 694.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:6,540,786, str:2,119,358 +Null/Empty: null:6,540,786, empty_str:58,327 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 231 (0.0%) + 'Discussion': 202 (0.0%) + 'Image': 97 (0.0%) + 'STEAM': 90 (0.0%) + 'Xbox': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,693,757, dict:966,387 +Null/Empty: null:7,693,757 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:0 (0.0%), false:8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,710,010, dict:950,134 +Null/Empty: null:7,710,010 + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:6,584,163, str:2,075,981 +Null/Empty: null:6,584,163, empty_str:253,278 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 405 (0.0%) + '4': 214 (0.0%) + 'xbox': 175 (0.0%) + 'psn': 171 (0.0%) + 'image': 165 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,134, NoneType:10 +Null/Empty: null:10 +String length avg: 26.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,109 (0.0%) + 'self': 1,089 (0.0%) + 'nsfw': 110 (0.0%) + 'http://b.thumbs.redditmedia.com/6hANOyUwED84Y6AOOA...': 50 (0.0%) + 'http://b.thumbs.redditmedia.com/VA8v1Ic0joR2FOmUTy...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 8,660,144/8,660,144 (100.0%) +Types: bool:8,660,144 +Booleans: true:0 (0.0%), false:8,660,144 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,660,144/8,660,144 (100.0%) +Types: str:8,660,144 +Null/Empty: empty_str:4,506,311 +String length avg: 350.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 568 (0.0%) + '[removed]': 310 (0.0%) + 'I killed 2 Twin demons, all sisters of Avaryss. + +': 6 (0.0%) + 'I killed 2 Twin demons, all sisters of Nymora. + +': 5 (0.0%) + 'I killed the Twin Fury, Nymora. + +': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,660,144/8,660,144 (100.0%) +Types: NoneType:7,408,959, str:1,251,185 +Null/Empty: null:7,408,959, empty_str:143,339 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 82 (0.0%) + 'hi': 40 (0.0%) + 'MURICA': 35 (0.0%) + 'steam': 32 (0.0%) + 'xbox': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,660,144/8,660,144 (100.0%) +Types: int:8,660,144 +Numeric values: 8,660,144 total +Numeric range: min:0, max:196,587, avg:45.6 +Numeric std dev: 694.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,651,895/8,660,144 (99.9%) +Types: str:8,651,895 +String length avg: 10.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The_Donald': 98 (0.0%) + 'AskReddit': 61 (0.0%) + 'RocketLeagueExchange': 50 (0.0%) + 'PoliticsAll': 43 (0.0%) + 'AutoNewspaper': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,651,895/8,660,144 (99.9%) +Types: str:8,651,895 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_38unr': 98 (0.0%) + 't5_2qh1i': 61 (0.0%) + 't5_3g4tc': 50 (0.0%) + 't5_3gy74': 43 (0.0%) + 't5_3h9d4': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,124,606/8,660,144 (36.1%) +Types: str:3,124,606 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,826,222 (58.4%) + 'image': 471,184 (15.1%) + 'rich:video': 432,263 (13.8%) + 'self': 393,477 (12.6%) + 'video': 1,460 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,124,606/8,660,144 (36.1%) +Types: dict:3,124,606 + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,243, str:6 +Null/Empty: null:8,243 +String length avg: 138.3 +Unique strings tracked: 6 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N1558.1318...': 1 (16.7%) + 'https://www.amazon.com/88-Lightning-Charging-Braid...': 1 (16.7%) + 'http://www.ebay.com/itm/Perfect-Pixel-QNIX-QX2710-...': 1 (16.7%) + 'http://www.ebay.com/itm/Crucial-MX300-2-5-525GB-SA...': 1 (16.7%) + 'https://civilization.com/': 1 (16.7%) + 'https://www.reddit.com/r/IAmA/comments/5fqia5/im_d...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 8,249/8,660,144 (0.1%) +Types: bool:8,249 +Booleans: true:8,249 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,246, str:3 +Null/Empty: null:8,246 +String length avg: 183.0 +Unique strings tracked: 3 +String values distribution: + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (33.3%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (33.3%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,243, str:6 +Null/Empty: null:8,243 +String length avg: 12.3 +Unique strings tracked: 4 +String values distribution: + 'SoFiCommunity': 2 (33.3%) + 'eBayOfficial': 2 (33.3%) + 'Amazon_Official': 1 (16.7%) + '2k_Gaming': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,243, str:6 +Null/Empty: null:8,243 +String length avg: 9.0 +Unique strings tracked: 6 +String values distribution: + 't3_465ch0': 1 (16.7%) + 't3_4p8ybi': 1 (16.7%) + 't3_5b79lk': 1 (16.7%) + 't3_5cmwj7': 1 (16.7%) + 't3_59v1eu': 1 (16.7%) + 't3_5fqia5': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,183, str:66 +Null/Empty: null:8,183 +String length avg: 180.8 +Unique strings tracked: 36 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 16 (24.2%) + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 11 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=EN...': 3 (4.5%) + 'https://i.reddituploads.com/2de9d3012a3f46d78a44f8...': 2 (3.0%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 2 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 8,249/8,660,144 (0.1%) +Types: str:8,249 +String length avg: 63.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 11 (0.1%) + 'http://www.braininjurytrial.com/?utm_source=pep&am...': 6 (0.1%) + 'http://store.aevok.com/giveaway': 6 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N8003.1318...': 6 (0.1%) + 'http://www.orbitbooks.net/shadow-lost/': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 8,249/8,660,144 (0.1%) +Types: bool:8,249 +Booleans: true:1,413 (17.1%), false:6,836 (82.9%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 8,249/8,660,144 (0.1%) +Types: str:8,249 +Null/Empty: empty_str:3,077 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/Rw2ke0R9fxhHYnEvL-...': 7 (0.1%) + 'http://b.thumbs.redditmedia.com/eWFKtcF6qVoPcC3CQR...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/iFCBWshCLdE29MQqej...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/4SxFKfyhUCbRBuk6Ug...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/CNlud48MY58H3vZBhL...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 8,249/8,660,144 (0.1%) +Types: NoneType:8,249 +Null/Empty: null:8,249 + +================================================================================ + +================================================================================ +FILE: RS_2016-12.jsonl +Analysis Time: 2026-01-15 08:44:55 +================================================================================ +Total lines: 8,921,474 +Processed lines: 8,921,474 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5ft6xl': 1 (0.0%) + '5ft6xm': 1 (0.0%) + '5ft6xn': 1 (0.0%) + '5ft6xo': 1 (0.0%) + '5ft6xp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:8,506 (0.1%), false:8,912,968 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,547,747, int:373,727 +Booleans: true:0 (0.0%), false:8,547,747 (100.0%) +Numeric values: 373,727 total +Numeric range: min:1,480,550,480, max:1,484,459,111, avg:1481932672.2 +Numeric std dev: 806287.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:222,208, avg:44.1 +Numeric std dev: 697.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,932,476, dict:988,998 +Null/Empty: null:7,932,476 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:6,708,442, str:2,213,032 +Null/Empty: null:6,708,442, empty_str:56,776 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 135 (0.0%) + 'PS4': 114 (0.0%) + 'Xbox': 82 (0.0%) + 'Trade': 77 (0.0%) + 'Question': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,947,372, dict:974,102 +Null/Empty: null:7,947,372 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:0 (0.0%), false:8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,472, NoneType:2 +Null/Empty: null:2 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,366 (0.0%) + 'self': 1,220 (0.0%) + 'nsfw': 138 (0.0%) + 'http://b.thumbs.redditmedia.com/-qd3Jfwnz8OEkGC1nM...': 6 (0.0%) + 'http://a.thumbs.redditmedia.com/5AQ9tSWY_MKvqIxO1C...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:6,751,802, str:2,169,672 +Null/Empty: null:6,751,802, empty_str:261,772 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 260 (0.0%) + 'xbox': 149 (0.0%) + 'psn': 146 (0.0%) + 'trade': 141 (0.0%) + 'question': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:222,208, avg:44.1 +Numeric std dev: 697.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,679,187, str:1,242,287 +Null/Empty: null:7,679,187, empty_str:153,201 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'MURICA': 37 (0.0%) + 'russia': 26 (0.0%) + 'default rowlet': 25 (0.0%) + 'hi': 24 (0.0%) + 'steam': 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +Null/Empty: empty_str:4,663,860 +String length avg: 355.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 520 (0.0%) + '[removed]': 334 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'http://eurolab-replenish.com/mood_sleep.htm +': 2 (0.0%) + 'Must Have completed challenge before, be 395+, and...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:0 (0.0%), false:8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:1,484,291,391, max:1,484,461,611, avg:1484395062.0 +Numeric std dev: 51609.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:5,369 (0.1%), false:8,916,105 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:1,480,550,400, max:1,483,228,799, avg:1481872127.2 +Numeric std dev: 771023.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_5ft6xl': 1 (0.0%) + 't3_5ft6xm': 1 (0.0%) + 't3_5ft6xn': 1 (0.0%) + 't3_5ft6xo': 1 (0.0%) + 't3_5ft6xp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:34, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 8,917,371 (100.0%) + 1: 3,806 (0.0%) + 2: 218 (0.0%) + 3: 44 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:14,092 (0.2%), false:8,907,382 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:744,658 (8.3%), false:8,176,816 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,921,474/8,921,474 (100.0%) +Types: dict:8,921,474 +Null/Empty: empty_obj:7,932,476 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:7,599,671, str:1,321,803 +Null/Empty: null:7,599,671, empty_str:283,524 +String length avg: 19.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'USA': 29 (0.0%) + 'RUS': 25 (0.0%) + 'PS4': 15 (0.0%) + 'CA': 13 (0.0%) + 'NJ': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 290 (0.0%) + 'AutoModerator': 30 (0.0%) + 'ImagesOfNetwork': 21 (0.0%) + 'TechCrowdfunding': 14 (0.0%) + 'Rationalasfucksalmon': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:4,031,279 (45.2%), false:4,890,195 (54.8%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,921,474/8,921,474 (100.0%) +Types: dict:8,921,474 +Null/Empty: empty_obj:7,947,372 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,921,474/8,921,474 (100.0%) +Types: int:8,921,474 +Numeric values: 8,921,474 total +Numeric range: min:0, max:35,526, avg:7.7 +Numeric std dev: 84.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:0 (0.0%), false:8,921,474 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://imgur.com/a/KnHJr': 5 (0.0%) + 'http://i.imgur.com/y3iv7jY.jpg': 3 (0.0%) + 'https://i.reddituploads.com/4ed3712a45fa4557a517dd...': 3 (0.0%) + 'http://i.imgur.com/yszyKBb.jpg': 3 (0.0%) + 'https://www.youtube.com/watch?v=6ugbnfQmYVY': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 14.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'youtube.com': 134 (0.0%) + 'imgur.com': 132 (0.0%) + 'i.reddituploads.com': 110 (0.0%) + 'i.imgur.com': 101 (0.0%) + 'i.redd.it': 88 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 56.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Insert witty tittle here (f)': 5 (0.0%) + 'Uniquely shingled 'Wes Anderson' Viewing Room with...': 3 (0.0%) + 'Most beautiful place I have ever seen , Mt. Cook n...': 3 (0.0%) + 'Blonde smile': 3 (0.0%) + 'Araya | I Made A Friend': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:49 (0.0%), false:8,921,425 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,921,474/8,921,474 (100.0%) +Types: bool:8,921,474 +Booleans: true:2,789 (0.0%), false:8,918,685 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,921,474/8,921,474 (100.0%) +Types: str:8,921,474 +String length avg: 68.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/anime/comments/5ft6xl/3x3_thursdays_december_1s...': 1 (0.0%) + '/r/jaimebrienne/comments/5ft6xm/moderator_note_sho...': 1 (0.0%) + '/r/hackernews/comments/5ft6xn/amazon_rekognition_i...': 1 (0.0%) + '/r/sneakermarket/comments/5ft6xo/lf_adidas_sl_72/': 1 (0.0%) + '/r/teenagers/comments/5ft6xp/need_advice/': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,921,474/8,921,474 (100.0%) +Types: NoneType:8,879,663, str:41,811 +Null/Empty: null:8,879,663 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 41,779 (99.9%) + 'admin': 31 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,915,261/8,921,474 (99.9%) +Types: str:8,915,261 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The_Donald': 123 (0.0%) + 'AskReddit': 50 (0.0%) + 'RocketLeagueExchange': 34 (0.0%) + 'GlobalOffensiveTrade': 25 (0.0%) + 'Overwatch': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,915,261/8,921,474 (99.9%) +Types: str:8,915,261 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_38unr': 123 (0.0%) + 't5_2qh1i': 50 (0.0%) + 't5_3g4tc': 34 (0.0%) + 't5_2y6r4': 25 (0.0%) + 't5_2u5kl': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,111,832/8,921,474 (34.9%) +Types: dict:3,111,832 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,111,832/8,921,474 (34.9%) +Types: str:3,111,832 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,794,605 (57.7%) + 'image': 485,535 (15.6%) + 'rich:video': 444,988 (14.3%) + 'self': 385,554 (12.4%) + 'video': 1,150 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,213/8,921,474 (0.1%) +Types: bool:6,213 +Booleans: true:1,104 (17.8%), false:5,109 (82.2%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,213/8,921,474 (0.1%) +Types: str:6,213 +Null/Empty: empty_str:1,972 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/6pDmemHHQUb0jDYiaj...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/4SxFKfyhUCbRBuk6Ug...': 6 (0.1%) + 'http://b.thumbs.redditmedia.com/mf4Ix-b8L7xiL5C_bc...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/mUguq3q-gAm-j3JIrD...': 5 (0.1%) + 'http://b.thumbs.redditmedia.com/R3a4tlUmBnC9KTuwBL...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,213 +Null/Empty: null:6,213 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,213 +Null/Empty: null:6,213 + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,212, str:1 +Null/Empty: null:6,212 +String length avg: 13.0 +Unique strings tracked: 1 +String values distribution: + 'TheGameAwards': 1 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,162, str:51 +Null/Empty: null:6,162 +String length avg: 197.4 +Unique strings tracked: 30 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N3643.1318...': 18 (35.3%) + 'https://ad.doubleclick.net/ddm/ad/N8493.131843REDD...': 2 (3.9%) + 'https://secure.insightexpressai.com/adServer/adSer...': 2 (3.9%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 2 (3.9%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=31246...': 2 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,213/8,921,474 (0.1%) +Types: str:6,213 +String length avg: 60.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://store.steampowered.com/app/384300/': 7 (0.1%) + 'https://eagegaegre': 7 (0.1%) + 'http://store.steampowered.com/app/337070/': 7 (0.1%) + 'http://reddit.com': 5 (0.1%) + 'https://www.youtube.com/watch?v=J6-inatDMc0': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,213 +Null/Empty: null:6,213 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,205, str:8 +Null/Empty: null:6,205 +String length avg: 127.0 +Unique strings tracked: 7 +String values distribution: + 'https://www.reddit.com/r/IAmA/comments/5fxwt2/iama...': 2 (25.0%) + 'https://www.aetv.com/shows/leah-remini-scientology...': 1 (12.5%) + 'https://ad.doubleclick.net/ddm/trackclk/N421001.13...': 1 (12.5%) + 'http://www.ebay.com/itm/201670161854?rmvSB=true&am...': 1 (12.5%) + 'http://www.ebay.com/itm/Dell-34-UltraSharp-Curved-...': 1 (12.5%) + 'https://www.reddit.com/r/photography/comments/5ii9...': 1 (12.5%) + 'https://ad.doubleclick.net/ddm/trackclk/N2998.1318...': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,213/8,921,474 (0.1%) +Types: bool:6,213 +Booleans: true:6,213 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,204, str:9 +Null/Empty: null:6,204 +String length avg: 130.4 +Unique strings tracked: 4 +String values distribution: + 'http://secure-gl.imrworldwide.com/u/ad?ca=47087&am...': 6 (66.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (11.1%) + 'https://google.com?bar': 1 (11.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,205, str:8 +Null/Empty: null:6,205 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_5fxwt2': 2 (25.0%) + 't3_5fw33d': 1 (12.5%) + 't3_5fmkxt': 1 (12.5%) + 't3_5ehttf': 1 (12.5%) + 't3_5fkm26': 1 (12.5%) + 't3_5ii9sf': 1 (12.5%) + 't3_5j1d39': 1 (12.5%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,213/8,921,474 (0.1%) +Types: NoneType:6,206, str:7 +Null/Empty: null:6,206 +String length avg: 13.1 +Unique strings tracked: 6 +String values distribution: + 'eBayOfficial': 2 (28.6%) + 'TheGameAwards': 1 (14.3%) + 'AEN_Official': 1 (14.3%) + 'E-League_Official': 1 (14.3%) + 'Adobe_Lightroom': 1 (14.3%) + 'WhyHimMovie': 1 (14.3%) + +================================================================================ diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2017.txt b/analysis/original_schema_analysis/submissions/analysis_report_2017.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b68fa836b9c8f8fd85cc858797be0957efcd65 --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2017.txt @@ -0,0 +1,7091 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2017 +Analysis Started: 2026-01-15 07:20:16 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2017-01.jsonl +Analysis Time: 2026-01-15 07:28:38 +================================================================================ +Total lines: 9,218,513 +Processed lines: 9,218,513 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:6,965,632, str:2,252,881 +Null/Empty: null:6,965,632, empty_str:273,480 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'xbox': 181 (0.0%) + 'psn': 179 (0.0%) + 'discussion': 178 (0.0%) + 'question': 124 (0.0%) + 'red': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 24.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,738 (0.0%) + 'self': 1,385 (0.0%) + 'nsfw': 195 (0.0%) + 'image': 40 (0.0%) + 'https://b.thumbs.redditmedia.com/tr3_83zzZa9ISEf04...': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:1,483,228,800, max:1,485,907,199, avg:1484585197.4 +Numeric std dev: 768904.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:23,700 (0.3%), false:9,194,813 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:16,730 (0.2%), false:9,201,783 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:9,173,786, str:44,727 +Null/Empty: null:9,173,786 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,705 (100.0%) + 'admin': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:0 (0.0%), false:9,218,513 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:4,550 (0.0%), false:9,213,963 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:0 (0.0%), false:9,218,513 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:1,489,388,027, max:1,489,495,262, avg:1489441815.1 +Numeric std dev: 30952.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 14.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'imgur.com': 148 (0.0%) + 'i.reddituploads.com': 147 (0.0%) + 'i.imgur.com': 138 (0.0%) + 'youtube.com': 130 (0.0%) + 'i.redd.it': 89 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:8,169,032, dict:1,049,481 +Null/Empty: null:8,169,032 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,218,513/9,218,513 (100.0%) +Types: dict:9,218,513 +Null/Empty: empty_obj:8,169,032 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 55.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Happy new year!': 5 (0.0%) + 'Happy New Year!': 4 (0.0%) + 'In which Moon gets double-teamed (X-teal2) [Pokemo...': 3 (0.0%) + 'Las sunset of 2016 in Guatemala City! With all the...': 3 (0.0%) + 'Happy New Year': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 281 (0.0%) + 'AutoModerator': 42 (0.0%) + 'ImagesOfNetwork': 38 (0.0%) + 'RPBot': 8 (0.0%) + 'mentor321': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5lcgj8': 1 (0.0%) + '5lcgj9': 1 (0.0%) + '5lcgja': 1 (0.0%) + '5lcgjb': 1 (0.0%) + '5lcgjc': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:0, max:60,202, avg:8.1 +Numeric std dev: 97.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 68.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/bjj/comments/5lcgj8/south_dakota_event_next_wee...': 1 (0.0%) + '/r/AskReddit/comments/5lcgj9/what_did_you_think_of...': 1 (0.0%) + '/r/ffxiv/comments/5lcgja/noob_question_about_free_...': 1 (0.0%) + '/r/cigars/comments/5lcgjb/its_all_about_good_frien...': 1 (0.0%) + '/r/tipofmytongue/comments/5lcgjc/tomtsongmusician_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +Null/Empty: empty_str:4,599,104 +String length avg: 344.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 598 (0.0%) + '[removed]': 514 (0.0%) + 'I killed the Twin Fury, Nymora. + +': 5 (0.0%) + 'Please discuss.': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:0 (0.0%), false:9,218,513 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,218,513 +String length avg: 80.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=5nxz87a46SQ': 4 (0.0%) + 'https://i.redd.it/wyghovu6rz6y.jpg': 4 (0.0%) + 'https://i.imgur.com/FOwXey7.jpg': 4 (0.0%) + 'https://www.youtube.com/watch?v=ZuM1kQDMWhs': 3 (0.0%) + 'https://i.reddituploads.com/d9d7ddc32219422ca90730...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:2,513 (0.0%), false:9,216,000 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,218,513/9,218,513 (100.0%) +Types: str:9,211,946, NoneType:6,567 +Null/Empty: null:6,567 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 60 (0.0%) + 't5_3g4tc': 42 (0.0%) + 't5_38unr': 36 (0.0%) + 't5_2qh33': 21 (0.0%) + 't5_2qh0u': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:8,153,365, dict:1,065,148 +Null/Empty: null:8,153,365 + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:0, max:142,382, avg:47.8 +Numeric std dev: 762.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:8,475,710, str:742,803 +Null/Empty: null:8,475,710 +String length avg: 6.7 +Unique strings tracked: 7 +String values distribution: + 'confidence': 393,303 (52.9%) + 'new': 185,737 (25.0%) + 'top': 111,967 (15.1%) + 'qa': 30,478 (4.1%) + 'old': 18,493 (2.5%) + 'controversial': 2,732 (0.4%) + 'random': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:7,917,982, str:1,300,531 +Null/Empty: null:7,917,982, empty_str:164,731 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 117 (0.0%) + 'PS4': 38 (0.0%) + 'psn': 20 (0.0%) + 'steam': 18 (0.0%) + 'tomsflair': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:71 (0.0%), false:9,218,442 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:8,819,272, int:399,241 +Booleans: true:0 (0.0%), false:8,819,272 (100.0%) +Numeric values: 399,241 total +Numeric range: min:1,483,229,069, max:1,489,488,617, avg:1484662946.5 +Numeric std dev: 873494.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:7,823,121, str:1,395,392 +Null/Empty: null:7,823,121, empty_str:290,453 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 26 (0.0%) + 'Text': 11 (0.0%) + 'Moderator': 11 (0.0%) + 'CA': 9 (0.0%) + 'Bot': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,218,513/9,218,513 (100.0%) +Types: NoneType:6,916,467, str:2,302,046 +Null/Empty: null:6,916,467, empty_str:60,287 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 135 (0.0%) + 'Discussion': 108 (0.0%) + 'Xbox': 84 (0.0%) + 'Question': 71 (0.0%) + 'Trade': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:4,297,657 (46.6%), false:4,920,856 (53.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,218,513/9,218,513 (100.0%) +Types: dict:9,218,513 +Null/Empty: empty_obj:8,153,365 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:5,255,344 (57.0%), false:3,963,169 (43.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,218,513/9,218,513 (100.0%) +Types: bool:9,218,513 +Booleans: true:773,079 (8.4%), false:8,445,434 (91.6%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,218,513/9,218,513 (100.0%) +Types: int:9,218,513 +Numeric values: 9,218,513 total +Numeric range: min:0, max:49, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,214,455 (100.0%) + 1: 3,774 (0.0%) + 2: 191 (0.0%) + 3: 41 (0.0%) + 4: 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,211,946/9,218,513 (99.9%) +Types: str:9,211,946 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 60 (0.0%) + 'RocketLeagueExchange': 42 (0.0%) + 'The_Donald': 36 (0.0%) + 'funny': 21 (0.0%) + 'pics': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,288,475/9,218,513 (35.7%) +Types: dict:3,288,475 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,288,475/9,218,513 (35.7%) +Types: str:3,288,475 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,875,178 (57.0%) + 'image': 525,471 (16.0%) + 'rich:video': 476,472 (14.5%) + 'self': 409,938 (12.5%) + 'video': 1,416 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 12,279/9,218,513 (0.1%) +Types: bool:12,279 +Booleans: true:12,279 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,564, str:3 +Null/Empty: null:6,564 +String length avg: 109.3 +Unique strings tracked: 3 +String values distribution: + 'http://secure-gl.imrworldwide.com/u/t/00/05/01/01/...': 1 (33.3%) + 'http://secure-gl.imrworldwide.com/u/ad?ca=50101&am...': 1 (33.3%) + 'https://www.twitch.tv/bethesda/v/115868023': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 6,567/9,218,513 (0.1%) +Types: bool:6,567 +Booleans: true:1,249 (19.0%), false:5,318 (81.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 6,567/9,218,513 (0.1%) +Types: str:6,567 +Null/Empty: empty_str:2,131 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/yLy5Vls0YAneB-61ox...': 18 (0.4%) + 'http://b.thumbs.redditmedia.com/ekbKySKR6LgFd9LSSw...': 11 (0.2%) + 'http://b.thumbs.redditmedia.com/BnpjhNGf6Y__0QJBfi...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/QYONIeyl0wT1fwC67o...': 9 (0.2%) + 'http://a.thumbs.redditmedia.com/zlj8SdjubLneftX-Th...': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,563, str:4 +Null/Empty: null:6,563 +String length avg: 64.0 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/clk/316245225;14438...': 2 (50.0%) + 'https://prey.bethesda.net/': 1 (25.0%) + 'http://www.re7biohazard.com/?utm_source=Reddit&...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 6,567/9,218,513 (0.1%) +Types: str:6,567 +String length avg: 59.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://google.com': 5 (0.1%) + 'https://google.com': 5 (0.1%) + 'http://www.cambabestop.tumblr.com': 4 (0.1%) + 'https://libiamowines.co.uk/': 4 (0.1%) + 'https://www.kickstarter.com/projects/279721657/mtg...': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,563, str:4 +Null/Empty: null:6,563 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + 't3_5ij1do': 1 (25.0%) + 't3_4huoc5': 1 (25.0%) + 't3_5q3m0p': 1 (25.0%) + 't3_5qbosb': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,440, str:127 +Null/Empty: null:6,440 +String length avg: 143.6 +Unique strings tracked: 86 +Top 5 string values: + 'http://secure-gl.imrworldwide.com/u/ad?ca=52487&am...': 13 (10.2%) + 'https://ad.doubleclick.net/ddm/ad/N8031.131843REDD...': 7 (5.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 6 (4.7%) + 'https://z.moatads.com/maxusnbcusizmek545288669205/...': 5 (3.9%) + 'https://z.moatads.com/maxusnbcusizmek545288669205/...': 5 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 6,567/9,218,513 (0.1%) +Types: bool:6,567 +Booleans: true:6,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,567 +Null/Empty: null:6,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 6,567/9,218,513 (0.1%) +Types: NoneType:6,563, str:4 +Null/Empty: null:6,563 +String length avg: 11.8 +Unique strings tracked: 3 +String values distribution: + 'ThePathHulu': 2 (50.0%) + 'Bethesda': 1 (25.0%) + 'Resident Evil VII': 1 (25.0%) + +================================================================================ + +================================================================================ +FILE: RS_2017-02.jsonl +Analysis Time: 2026-01-15 07:36:21 +================================================================================ +Total lines: 8,588,120 +Processed lines: 8,588,120 +Total unique fields: 53 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:2,757 (0.0%), false:8,585,363 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,581,052, NoneType:7,068 +Null/Empty: null:7,068 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 64 (0.0%) + 't5_38unr': 55 (0.0%) + 't5_3g4tc': 46 (0.0%) + 't5_2y6r4': 28 (0.0%) + 't5_2cneq': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 79.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=dPOEv4OaYbU': 5 (0.0%) + 'http://www.politico.com/story/2017/01/trump-cnn-pr...': 3 (0.0%) + 'http://imgur.com/HbgsCCd': 2 (0.0%) + 'http://thedailyrecord.com/2017/01/30/tech-tuesday-...': 2 (0.0%) + 'https://www.reddit.com/r/NoSleepOOC/comments/5rc1j...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:0 (0.0%), false:8,588,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +Null/Empty: empty_str:4,520,067 +String length avg: 359.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 483 (0.0%) + '[removed]': 329 (0.0%) + ' ': 3 (0.0%) + 'Please discuss.': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Honda/comments/5rc1f2/the_new_s2000/': 1 (0.0%) + '/r/Jokes/comments/5rc1f3/a_dyslexic_man/': 1 (0.0%) + '/r/Patriots/comments/5rc1f4/i_made_a_video_for_sb_...': 1 (0.0%) + '/r/AskReddit/comments/5rc1f5/trump_supporters_do_y...': 1 (0.0%) + '/r/DCEUleaks/comments/5rc1f6/rumour_ben_affleck_co...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,607,814, dict:980,306 +Null/Empty: null:7,607,814 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,423,842, str:1,164,278 +Null/Empty: null:7,423,842, empty_str:148,407 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 38 (0.0%) + 'psn': 28 (0.0%) + 'MURICA': 25 (0.0%) + 'california': 22 (0.0%) + 'flair-default': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,860,955, str:727,165 +Null/Empty: null:7,860,955 +String length avg: 6.9 +Unique strings tracked: 8 +String values distribution: + 'confidence': 405,233 (55.7%) + 'new': 164,032 (22.6%) + 'top': 112,468 (15.5%) + 'qa': 26,353 (3.6%) + 'old': 15,982 (2.2%) + 'controversial': 3,011 (0.4%) + 'random': 85 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:0, max:193,491, avg:49.2 +Numeric std dev: 773.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:6,487,442, str:2,100,678 +Null/Empty: null:6,487,442, empty_str:52,064 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 143 (0.0%) + 'Discussion': 140 (0.0%) + 'Question': 86 (0.0%) + 'Xbox': 83 (0.0%) + 'Trade': 68 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:3,806,656 (44.3%), false:4,781,464 (55.7%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:61 (0.0%), false:8,588,059 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,314,466, str:1,273,654 +Null/Empty: null:7,314,466, empty_str:275,654 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'USA': 22 (0.0%) + 'PS4': 17 (0.0%) + 'CA': 16 (0.0%) + 'Bot': 14 (0.0%) + 'Text': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,233,889, int:354,231 +Booleans: true:0 (0.0%), false:8,233,889 (100.0%) +Numeric values: 354,231 total +Numeric range: min:1,485,907,424, max:1,489,593,858, avg:1487189164.9 +Numeric std dev: 734066.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:0, max:14, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 8,584,573 (100.0%) + 1: 3,287 (0.0%) + 2: 185 (0.0%) + 3: 47 (0.0%) + 4: 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 8,588,120/8,588,120 (100.0%) +Types: dict:8,588,120 +Null/Empty: empty_obj:7,607,814 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:4,720,485 (55.0%), false:3,867,635 (45.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:676,974 (7.9%), false:7,911,146 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:6,527,977, str:2,060,143 +Null/Empty: null:6,527,977, empty_str:268,409 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 185 (0.0%) + 'psn': 178 (0.0%) + 'xbox': 149 (0.0%) + 'question': 141 (0.0%) + 'trade': 120 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:8,547,022, str:41,098 +Null/Empty: null:8,547,022 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 41,080 (100.0%) + 'admin': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:15,522 (0.2%), false:8,572,598 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:38,608 (0.4%), false:8,549,512 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:1,485,907,200, max:1,488,326,399, avg:1487115846.2 +Numeric std dev: 698716.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,119, NoneType:1 +Null/Empty: null:1 +String length avg: 25.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,429 (0.0%) + 'self': 1,296 (0.0%) + 'nsfw': 149 (0.0%) + 'image': 26 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:1,489,495,262, max:1,489,598,541, avg:1489546808.1 +Numeric std dev: 30755.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:5,303 (0.1%), false:8,582,817 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:0 (0.0%), false:8,588,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 8,588,120/8,588,120 (100.0%) +Types: bool:8,588,120 +Booleans: true:0 (0.0%), false:8,588,120 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5rc1f2': 1 (0.0%) + '5rc1f3': 1 (0.0%) + '5rc1f4': 1 (0.0%) + '5rc1f5': 1 (0.0%) + '5rc1f6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 8,588,120/8,588,120 (100.0%) +Types: int:8,588,120 +Numeric values: 8,588,120 total +Numeric range: min:0, max:93,621, avg:7.8 +Numeric std dev: 91.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 14.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.reddituploads.com': 140 (0.0%) + 'youtube.com': 133 (0.0%) + 'imgur.com': 123 (0.0%) + 'i.redd.it': 93 (0.0%) + 'self.AskReddit': 84 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 8,588,120/8,588,120 (100.0%) +Types: NoneType:7,621,948, dict:966,172 +Null/Empty: null:7,621,948 + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 246 (0.0%) + 'AutoModerator': 29 (0.0%) + 'ImagesOfNetwork': 17 (0.0%) + 'AutoNewsAdmin': 11 (0.0%) + 'LockieMcLennan': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 8,588,120/8,588,120 (100.0%) +Types: str:8,588,120 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Best or worst super power?': 5 (0.0%) + 'Salamanca desde el Cielo': 2 (0.0%) + 'Match A Day Countdown #12: Hulk Hogan vs The Ultim...': 2 (0.0%) + 'White House ices out CNN': 2 (0.0%) + 'Why cybercriminals target patient data.The health ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 8,588,120/8,588,120 (100.0%) +Types: dict:8,588,120 +Null/Empty: empty_obj:7,621,948 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 8,581,052/8,588,120 (99.9%) +Types: str:8,581,052 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 64 (0.0%) + 'The_Donald': 55 (0.0%) + 'RocketLeagueExchange': 46 (0.0%) + 'GlobalOffensiveTrade': 28 (0.0%) + 'politics': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,223,985/8,588,120 (37.5%) +Types: dict:3,223,985 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,223,985/8,588,120 (37.5%) +Types: str:3,223,985 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,867,417 (57.9%) + 'image': 516,307 (16.0%) + 'rich:video': 450,309 (14.0%) + 'self': 387,665 (12.0%) + 'video': 2,287 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 11,413/8,588,120 (0.1%) +Types: bool:11,413 +Booleans: true:11,413 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,053, str:15 +Null/Empty: null:7,053 +String length avg: 79.0 +Unique strings tracked: 8 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N494401.13...': 4 (26.7%) + 'http://Reddit.com': 3 (20.0%) + 'http://pizza.com': 2 (13.3%) + 'http://www.elderscrollsonline.com/en-gb/agegate': 2 (13.3%) + 'http://www.reddit.com': 1 (6.7%) + 'http://www.syfy.com/theexpanse?__source=Maxus_The_...': 1 (6.7%) + 'https://ad.doubleclick.net/ddm/trackclk/N2724.1318...': 1 (6.7%) + 'http://www.syfy.com/theexpanse': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 7,068/8,588,120 (0.1%) +Types: bool:7,068 +Booleans: true:1,197 (16.9%), false:5,871 (83.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7,068/8,588,120 (0.1%) +Types: str:7,068 +Null/Empty: empty_str:2,243 +String length avg: 79.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/LUtRdlH5Az-_TS3FDO...': 17 (0.4%) + 'http://b.thumbs.redditmedia.com/Yh0MFA1saU9WkUXbET...': 12 (0.2%) + 'http://b.thumbs.redditmedia.com/57rvpfnj5NA71QWQOm...': 10 (0.2%) + 'http://b.thumbs.redditmedia.com/MWAT--esyLewctjgFm...': 9 (0.2%) + 'http://b.thumbs.redditmedia.com/jZb5W24KgRjXD_bOsS...': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,044, str:24 +Null/Empty: null:7,044 +String length avg: 292.7 +Unique strings tracked: 18 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (12.5%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=58995...': 1 (4.2%) + 'https://cdn.doubleverify.com/dvtp_src.js?ctx=58995...': 1 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,053, str:15 +Null/Empty: null:7,053 +String length avg: 12.8 +Unique strings tracked: 7 +String values distribution: + 'RedditAds': 4 (26.7%) + 'OfficialLoganMovie': 4 (26.7%) + 'Bethesda Software': 2 (13.3%) + 'TheExpanse_Syfy': 2 (13.3%) + 'ty': 1 (6.7%) + 'who cares': 1 (6.7%) + 'ToyotaUSA': 1 (6.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7,068/8,588,120 (0.1%) +Types: bool:7,068 +Booleans: true:7,068 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:6,926, str:142 +Null/Empty: null:6,926 +String length avg: 187.2 +Unique strings tracked: 97 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N5811.1318...': 8 (5.6%) + 'https://ad.doubleclick.net/ddm/ad/N8031.131843REDD...': 6 (4.2%) + 'https://tps30.doubleverify.com/visit.jpg?ctx=22713...': 6 (4.2%) + 'https://ad.doubleclick.net/ddm/trackimp/N5823.1318...': 5 (3.5%) + 'https://secure.insightexpressai.com/adServer/adSer...': 4 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7,068/8,588,120 (0.1%) +Types: str:7,068 +String length avg: 63.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.nomadpride.com/collections/bestsellers': 10 (0.1%) + 'http://google.com': 9 (0.1%) + 'http://store.steampowered.com/app/384300/': 8 (0.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N5811.1318...': 8 (0.1%) + 'https://thisiswhyweplay.nba.com/': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,068 +Null/Empty: null:7,068 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 7,068/8,588,120 (0.1%) +Types: NoneType:7,053, str:15 +Null/Empty: null:7,053 +String length avg: 9.0 +Unique strings tracked: 15 +Top 5 string values: + 't3_5rit1m': 1 (6.7%) + 't3_5rifph': 1 (6.7%) + 't3_5rj43l': 1 (6.7%) + 't3_5rnpfg': 1 (6.7%) + 't3_5rnq4z': 1 (6.7%) + +================================================================================ + +================================================================================ +FILE: RS_2017-03.jsonl +Analysis Time: 2026-01-15 07:45:08 +================================================================================ +Total lines: 9,616,340 +Processed lines: 9,616,340 +Total unique fields: 54 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 340 (0.0%) + 'ImagesOfNetwork': 39 (0.0%) + 'AutoModerator': 25 (0.0%) + 'AutoNewspaperAdmin': 20 (0.0%) + 'TvKeg': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:0 (0.0%), false:9,616,340 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:7,333,971, str:2,282,369 +Null/Empty: null:7,333,971, empty_str:289,473 +String length avg: 6.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 225 (0.0%) + 'question': 166 (0.0%) + 'xbox': 151 (0.0%) + 'psn': 146 (0.0%) + 'trade': 119 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '5wrk5g': 1 (0.0%) + '5wrk5h': 1 (0.0%) + '5wrk5i': 1 (0.0%) + '5wrk5j': 1 (0.0%) + '5wrk5k': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:4,211,608 (43.8%), false:5,404,732 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,217,941, int:398,399 +Booleans: true:0 (0.0%), false:9,217,941 (100.0%) +Numeric values: 398,399 total +Numeric range: min:1,488,326,442, max:1,492,473,604, avg:1489749756.7 +Numeric std dev: 812487.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +Null/Empty: empty_str:5,121,730 +String length avg: 361.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 848 (0.0%) + '[removed]': 335 (0.0%) + 'Please discuss.': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Time | Media | Location | Chat +----|-----|--------...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:0, max:234,711, avg:47.6 +Numeric std dev: 755.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:1,489,598,541, max:1,492,477,151, avg:1492376376.7 +Numeric std dev: 340864.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 13.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 623 (0.0%) + 'imgur.com': 147 (0.0%) + 'youtube.com': 140 (0.0%) + 'i.imgur.com': 113 (0.0%) + 'i.reddituploads.com': 85 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:5,218,527 (54.3%), false:4,397,813 (45.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:3,023 (0.0%), false:9,613,317 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,542,998, dict:1,073,342 +Null/Empty: null:8,542,998 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,616,340/9,616,340 (100.0%) +Types: dict:9,616,340 +Null/Empty: empty_obj:8,562,136 + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:1,488,326,400, max:1,491,004,798, avg:1489669192.0 +Numeric std dev: 782999.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:0 (0.0%), false:9,616,340 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:9,568,562, str:47,778 +Null/Empty: null:9,568,562 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 47,747 (99.9%) + 'admin': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,562,136, dict:1,054,204 +Null/Empty: null:8,562,136 + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:20,888 (0.2%), false:9,595,452 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,335, NoneType:5 +Null/Empty: null:5 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,628 (0.0%) + 'self': 1,076 (0.0%) + 'nsfw': 177 (0.0%) + 'image': 47 (0.0%) + 'https://b.thumbs.redditmedia.com/tXvd_LdQbkb9xuCmw...': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 76.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://www.inquisitr.com/4021642/russian-hacking-s...': 7 (0.0%) + 'http://imgur.com/TaWR7hi': 4 (0.0%) + 'https://i.redd.it/0evo1hplooiy.jpg': 3 (0.0%) + 'https://i.redd.it/vam37ou6ooiy.jpg': 2 (0.0%) + 'https://i.redd.it/4ltv3rzbooiy.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:7,293,224, str:2,323,116 +Null/Empty: null:7,293,224, empty_str:56,835 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 113 (0.0%) + 'PS4': 103 (0.0%) + 'Question': 96 (0.0%) + 'Xbox': 87 (0.0%) + 'Trade': 75 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:716,226 (7.4%), false:8,900,114 (92.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,163,474, str:1,452,866 +Null/Empty: null:8,163,474, empty_str:298,731 +String length avg: 19.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bot': 35 (0.0%) + 'USA': 17 (0.0%) + 'CA': 13 (0.0%) + 'Text': 13 (0.0%) + 'USMC': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,736,640, str:879,700 +Null/Empty: null:8,736,640 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'confidence': 503,308 (57.2%) + 'new': 175,140 (19.9%) + 'top': 151,723 (17.2%) + 'qa': 29,219 (3.3%) + 'old': 17,308 (2.0%) + 'controversial': 2,915 (0.3%) + 'random': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:0 (0.0%), false:9,616,340 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,608,450, NoneType:7,890 +Null/Empty: null:7,890 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 46 (0.0%) + 't5_3g4tc': 41 (0.0%) + 't5_2u5kl': 40 (0.0%) + 't5_38unr': 31 (0.0%) + 't5_2qh33': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:62,282 (0.6%), false:9,554,058 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:5,981 (0.1%), false:9,610,359 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,616,340/9,616,340 (100.0%) +Types: bool:9,616,340 +Booleans: true:152 (0.0%), false:9,616,188 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,616,340/9,616,340 (100.0%) +Types: NoneType:8,336,443, str:1,279,897 +Null/Empty: null:8,336,443, empty_str:162,707 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 71 (0.0%) + 'psn': 27 (0.0%) + 'xbox': 19 (0.0%) + 'MURICA': 18 (0.0%) + 'steam': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 68.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/49ers/comments/5wrk5g/if_kirk_really_wants_to_b...': 1 (0.0%) + '/r/GoneWild_Curvy_Teens/comments/5wrk5h/just_tryin...': 1 (0.0%) + '/r/Turkey/comments/5wrk5i/is_this_all_true/': 1 (0.0%) + '/r/funny/comments/5wrk5j/this_lizard_must_be_fitti...': 1 (0.0%) + '/r/pyrocynical/comments/5wrk5k/creator_named_punke...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,616,340/9,616,340 (100.0%) +Types: dict:9,616,340 +Null/Empty: empty_obj:8,542,998 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,616,340/9,616,340 (100.0%) +Types: str:9,616,340 +String length avg: 57.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Russian Hacking: Still No Hard Evidence That Putin...': 6 (0.0%) + 'me irl': 6 (0.0%) + 'Bellevue (2017) [Drama, Mystery, Thriller] [720p]': 4 (0.0%) + 'Sexy selfie': 4 (0.0%) + 'Thoughts on these leaked Human Race NMD's?': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:0, max:24, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,612,292 (100.0%) + 1: 3,742 (0.0%) + 2: 218 (0.0%) + 3: 48 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,616,340/9,616,340 (100.0%) +Types: int:9,616,340 +Numeric values: 9,616,340 total +Numeric range: min:0, max:112,713, avg:7.8 +Numeric std dev: 90.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,608,450/9,616,340 (99.9%) +Types: str:9,608,450 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 46 (0.0%) + 'RocketLeagueExchange': 41 (0.0%) + 'Overwatch': 40 (0.0%) + 'The_Donald': 31 (0.0%) + 'funny': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,682,895/9,616,340 (38.3%) +Types: dict:3,682,895 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,682,895/9,616,340 (38.3%) +Types: str:3,682,895 +String length avg: 5.0 +Unique strings tracked: 5 +String values distribution: + 'link': 1,944,156 (52.8%) + 'image': 807,084 (21.9%) + 'rich:video': 496,082 (13.5%) + 'self': 433,842 (11.8%) + 'video': 1,731 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 21,966/9,616,340 (0.2%) +Types: bool:21,966 +Booleans: true:21,966 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 7,890/9,616,340 (0.1%) +Types: bool:7,890 +Booleans: true:1,831 (23.2%), false:6,059 (76.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 7,890/9,616,340 (0.1%) +Types: bool:7,890 +Booleans: true:7,890 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,786, str:104 +Null/Empty: null:7,786 +String length avg: 137.0 +Unique strings tracked: 73 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/ad/N8030.131843REDD...': 4 (3.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 4 (3.8%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 4 (3.8%) + 'https://ad.doubleclick.net/ddm/ad/N8030.131843REDD...': 3 (2.9%) + 'https://ad.doubleclick.net/ddm/trackimpj/N421001.1...': 3 (2.9%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,867, str:23 +Null/Empty: null:7,867 +String length avg: 170.8 +Unique strings tracked: 16 +Top 5 string values: + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 3 (13.0%) + 'https://beacon.krxd.net/ad_impression.gif?confid=K...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/ad/N225001.131843RE...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/ad/N225001.131843RE...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/ad/N225001.131843RE...': 2 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,887, str:3 +Null/Empty: null:7,887 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_5xu1c9': 1 (33.3%) + 't3_5zxyu7': 1 (33.3%) + 't3_623w3a': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,888, str:2 +Null/Empty: null:7,888 +String length avg: 79.0 +Unique strings tracked: 2 +String values distribution: + 'https://prey.bethesda.net/': 1 (50.0%) + 'http://www.nextvr.com/nba?utm_source=reddit&ut...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,890 +Null/Empty: null:7,890 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 7,890/9,616,340 (0.1%) +Types: NoneType:7,887, str:3 +Null/Empty: null:7,887 +String length avg: 11.0 +Unique strings tracked: 3 +String values distribution: + 'walkingegg': 1 (33.3%) + 'Bethesda Software': 1 (33.3%) + 'NextVR': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 7,890/9,616,340 (0.1%) +Types: str:7,890 +Null/Empty: empty_str:2,653 +String length avg: 79.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://b.thumbs.redditmedia.com/aq7efT-Z8qt5cwiXxF...': 20 (0.4%) + 'http://b.thumbs.redditmedia.com/EBOv9oUsFNP7r65Ebw...': 8 (0.2%) + 'http://b.thumbs.redditmedia.com/lO9MPJkxdcNhImyXa3...': 7 (0.1%) + 'http://a.thumbs.redditmedia.com/6kGaoTeoe_2ZwZNKta...': 7 (0.1%) + 'http://b.thumbs.redditmedia.com/VXkGWyHoeCkUGiYP8d...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 7,890/9,616,340 (0.1%) +Types: str:7,890 +String length avg: 59.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.joinhoney.com/r/reddit?js=true&url...': 61 (0.8%) + 'http://awesome.com': 36 (0.5%) + 'http://blaaah.com': 35 (0.4%) + 'http://store.steampowered.com/app/337070/': 17 (0.2%) + 'https://www.joinhoney.com/r/reddit?js=true&url...': 12 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 7,833/9,616,340 (0.1%) +Types: str:6,943, NoneType:890 +Null/Empty: null:890 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_15o4nw': 103 (1.5%) + 't2_fc0l0': 52 (0.7%) + 't2_15uoof': 17 (0.2%) + 't2_15wame': 14 (0.2%) + 't2_15t87u': 13 (0.2%) + +================================================================================ + +================================================================================ +FILE: RS_2017-04.jsonl +Analysis Time: 2026-01-15 07:54:12 +================================================================================ +Total lines: 9,211,051 +Processed lines: 9,211,051 +Total unique fields: 58 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:7,920,037, str:1,291,014 +Null/Empty: null:7,920,037, empty_str:162,037 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'place-3': 82 (0.0%) + 'PS4': 63 (0.0%) + 'place-5': 53 (0.0%) + 'place-0': 40 (0.0%) + 'place-13': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:500 (0.0%), false:9,210,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 304 (0.0%) + 'ImagesOfNetwork': 31 (0.0%) + 'AutoModerator': 27 (0.0%) + 'I_REALLY_LIKE_TITS': 6 (0.0%) + 'mynthe': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '62p82p': 1 (0.0%) + '62p82q': 1 (0.0%) + '62p82r': 1 (0.0%) + '62p82s': 1 (0.0%) + '62p82t': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:0, max:270,469, avg:49.0 +Numeric std dev: 817.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,211,051/9,211,051 (100.0%) +Types: dict:9,211,051 +Null/Empty: empty_obj:8,222,169 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:0 (0.0%), false:9,211,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:8,207,879, dict:1,003,172 +Null/Empty: null:8,207,879 + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,202,434, NoneType:8,617 +Null/Empty: null:8,617 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2sxhs': 86 (0.0%) + 't5_3g4tc': 63 (0.0%) + 't5_2qh1i': 35 (0.0%) + 't5_38unr': 32 (0.0%) + 't5_2y6r4': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:1,492,477,151, max:1,494,652,138, avg:1494580714.3 +Numeric std dev: 204628.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:4,102,179 (44.5%), false:5,108,872 (55.5%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:1 (0.0%), false:9,211,050 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:0, max:15, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 12 +Top 5 numeric values: + 0: 9,207,194 (100.0%) + 1: 3,586 (0.0%) + 2: 186 (0.0%) + 3: 49 (0.0%) + 4: 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:3,363 (0.0%), false:9,207,688 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +Null/Empty: empty_str:4,861,281 +String length avg: 357.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 572 (0.0%) + '[removed]': 270 (0.0%) + 'Please discuss.': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'That should be a pretty obvious title. I'd assume ...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 68.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/cavecomedyradio/comments/62p82p/the_brighter_si...': 1 (0.0%) + '/r/college/comments/62p82q/cant_choose_between_sch...': 1 (0.0%) + '/r/BlueCorner/comments/62p82r/we_need_a_banner_cle...': 1 (0.0%) + '/r/proED/comments/62p82s/how_to_prevent_numb_limbs...': 1 (0.0%) + '/r/college/comments/62p82t/for_18_more_credits_i_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,047, NoneType:4 +Null/Empty: null:4 +String length avg: 26.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,952 (0.0%) + 'self': 1,595 (0.0%) + 'nsfw': 175 (0.0%) + 'image': 36 (0.0%) + 'spoiler': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:9,162,515, str:48,536 +Null/Empty: null:9,162,515 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 48,514 (100.0%) + 'admin': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:57,067 (0.6%), false:9,153,984 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,211,051/9,211,051 (100.0%) +Types: dict:9,211,051 +Null/Empty: empty_obj:8,207,879 + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:8,828,402, int:382,649 +Booleans: true:0 (0.0%), false:8,828,402 (100.0%) +Numeric values: 382,649 total +Numeric range: min:1,491,005,227, max:1,494,648,470, avg:1492340079.0 +Numeric std dev: 776527.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:8,411,604, str:799,447 +Null/Empty: null:8,411,604 +String length avg: 7.2 +Unique strings tracked: 7 +String values distribution: + 'confidence': 479,730 (60.0%) + 'new': 170,123 (21.3%) + 'top': 106,698 (13.3%) + 'qa': 26,440 (3.3%) + 'old': 13,943 (1.7%) + 'controversial': 2,420 (0.3%) + 'random': 93 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:0 (0.0%), false:9,211,051 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:6,870,318, str:2,340,733 +Null/Empty: null:6,870,318, empty_str:55,329 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 237 (0.0%) + 'Discussion': 160 (0.0%) + 'Xbox': 96 (0.0%) + 'Question': 93 (0.0%) + 'Trade': 87 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:5,057,678 (54.9%), false:4,153,373 (45.1%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 75.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/BossyExaltedBushbaby': 6 (0.0%) + 'http://www.cextube.com/video/228/meana-wolf-it-s-b...': 3 (0.0%) + 'https://www.youtube.com/watch?v=i4V8Q8Y1AWQ': 2 (0.0%) + 'https://www.youtube.com/watch?v=4OOYfoBnkuo': 2 (0.0%) + 'https://www.reddit.com/r/place/#x=534&y=804': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:6,914,824, str:2,296,227 +Null/Empty: null:6,914,824, empty_str:290,021 +String length avg: 6.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'psn': 239 (0.0%) + 'discussion': 227 (0.0%) + 'xbox': 165 (0.0%) + '4': 154 (0.0%) + 'trade': 150 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:8,222,169, dict:988,882 +Null/Empty: null:8,222,169 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:724,577 (7.9%), false:8,486,474 (92.1%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:1,491,004,800, max:1,493,596,799, avg:1492290872.0 +Numeric std dev: 747601.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,211,051/9,211,051 (100.0%) +Types: int:9,211,051 +Numeric values: 9,211,051 total +Numeric range: min:0, max:70,535, avg:8.0 +Numeric std dev: 89.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:6,766 (0.1%), false:9,204,285 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 56.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'London Reigns': 6 (0.0%) + 'Meana Wolf - It's Been a While': 3 (0.0%) + 'Dumb Player's Guide to Super Mario 64 - Octopus Jo...': 2 (0.0%) + 'Analyzing Champion Dances (blessed be to Mark Merr...': 2 (0.0%) + '29[M4F] DFW or Internet - Dom/sub, power exchange,...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,211,051/9,211,051 (100.0%) +Types: NoneType:7,785,291, str:1,425,760 +Null/Empty: null:7,785,291, empty_str:296,828 +String length avg: 19.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 39 (0.0%) + 'Mecha Meme Librarian': 12 (0.0%) + 'USA': 10 (0.0%) + 'Host Of #MemeAlert': 9 (0.0%) + 'smile.amazon.com/registry/wishlist/6R7MQSPEPWNP ♥': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,211,051/9,211,051 (100.0%) +Types: bool:9,211,051 +Booleans: true:20,047 (0.2%), false:9,191,004 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,211,051/9,211,051 (100.0%) +Types: str:9,211,051 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 283 (0.0%) + 'youtube.com': 121 (0.0%) + 'imgur.com': 120 (0.0%) + 'self.place': 101 (0.0%) + 'i.imgur.com': 100 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,202,434/9,211,051 (99.9%) +Types: str:9,202,434 +String length avg: 10.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'place': 86 (0.0%) + 'RocketLeagueExchange': 63 (0.0%) + 'AskReddit': 35 (0.0%) + 'The_Donald': 32 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 9,126,450/9,211,051 (99.1%) +Types: bool:9,126,450 +Booleans: true:7,625,118 (83.5%), false:1,501,332 (16.5%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,126,450/9,211,051 (99.1%) +Types: NoneType:9,126,450 +Null/Empty: null:9,126,450 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,126,446/9,211,051 (99.1%) +Types: int:4,799,764, NoneType:4,326,682 +Null/Empty: null:4,326,682 +Numeric values: 4,799,764 total +Numeric range: min:1, max:140, avg:138.4 +Numeric std dev: 10.8 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,126,446/9,211,051 (99.1%) +Types: int:4,799,764, NoneType:4,326,682 +Null/Empty: null:4,326,682 +Numeric values: 4,799,764 total +Numeric range: min:1, max:140, avg:105.4 +Numeric std dev: 27.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,486,354/9,211,051 (37.8%) +Types: dict:3,486,354 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,486,354/9,211,051 (37.8%) +Types: str:3,486,354 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,723,274 (49.4%) + 'image': 863,015 (24.8%) + 'rich:video': 470,457 (13.5%) + 'self': 427,883 (12.3%) + 'video': 1,725 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 23,432/9,211,051 (0.3%) +Types: bool:23,432 +Booleans: true:23,432 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,615, str:2 +Null/Empty: null:8,615 +String length avg: 14.0 +Unique strings tracked: 2 +String values distribution: + 'Bethesda Software': 1 (50.0%) + 'GlamourGals': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 8,617/9,211,051 (0.1%) +Types: bool:8,617 +Booleans: true:4,950 (57.4%), false:3,667 (42.6%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 8,617/9,211,051 (0.1%) +Types: bool:8,617 +Booleans: true:8,617 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 8,617/9,211,051 (0.1%) +Types: str:8,617 +Null/Empty: empty_str:2,100 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/ye9HOeyJo1bHsY0AQ...': 9 (0.1%) + 'https://b.thumbs.redditmedia.com/nrUG0GoV7-eIu9_PL...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/BKmjLXz-I1WtnUlm4...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/5cFNrfrh_RreuI71e...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/oCzbqwWdWfPwdtX3V...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 8,617/9,211,051 (0.1%) +Types: str:8,617 +String length avg: 68.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://littlstar.com/videos/b03974af': 9 (0.1%) + 'http://yourmindyourworld.com/': 7 (0.1%) + 'https://play.google.com/store/apps/details?id=org....': 7 (0.1%) + 'https://skins2keys.com': 6 (0.1%) + 'https://play.google.com/store/apps/details?id=com....': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,615, str:2 +Null/Empty: null:8,615 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 't3_64yr51': 1 (50.0%) + 't3_656c0g': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,615, str:2 +Null/Empty: null:8,615 +String length avg: 61.0 +Unique strings tracked: 2 +String values distribution: + 'https://prey.bethesda.net/': 1 (50.0%) + 'https://www.reddit.com/r/LifeProTips/comments/656c...': 1 (50.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,540, str:77 +Null/Empty: null:8,540 +String length avg: 142.7 +Unique strings tracked: 15 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimpj/N448205.1...': 12 (15.6%) + 'https://secure.insightexpressai.com/adServer/adSer...': 12 (15.6%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/maxusglobal/nh...': 5 (6.5%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/maxusglobal/nh...': 5 (6.5%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/maxusglobal/nh...': 5 (6.5%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 8,617/9,211,051 (0.1%) +Types: str:8,450, NoneType:167 +Null/Empty: null:167 +String length avg: 8.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_uyt3a': 53 (0.6%) + 't2_16mfuz': 37 (0.4%) + 't2_16rqu8': 26 (0.3%) + 't2_13eb9q': 24 (0.3%) + 't2_nzvv4': 16 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,617 +Null/Empty: null:8,617 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 8,617/9,211,051 (0.1%) +Types: NoneType:8,474, str:143 +Null/Empty: null:8,474 +String length avg: 129.2 +Unique strings tracked: 59 +Top 5 string values: + 'https://pixel.adsafeprotected.com/rjss/st/83179/14...': 12 (8.4%) + 'https://pixel.adsafeprotected.com/rjss/st/83424/14...': 12 (8.4%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 6 (4.2%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 5 (3.5%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 5 (3.5%) + +================================================================================ + +================================================================================ +FILE: RS_2017-05.jsonl +Analysis Time: 2026-01-15 08:03:14 +================================================================================ +Total lines: 9,498,553 +Processed lines: 9,498,553 +Total unique fields: 59 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:210 (0.0%), false:9,498,343 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 291 (0.0%) + 'AutoModerator': 41 (0.0%) + 'ImagesOfNetwork': 37 (0.0%) + 'EcoInternetNewsfeed': 4 (0.0%) + 'ethan_kahn': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,221,987, str:1,276,566 +Null/Empty: null:8,221,987, empty_str:167,334 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 52 (0.0%) + 'hi': 35 (0.0%) + 'psn': 32 (0.0%) + 'kekistan': 27 (0.0%) + 'default': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,080,941, str:1,417,612 +Null/Empty: null:8,080,941, empty_str:279,871 +String length avg: 18.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 36 (0.0%) + 'KEK': 25 (0.0%) + 'Text': 14 (0.0%) + 'USA': 12 (0.0%) + 'Mecha Meme Librarian': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:5,128,266 (54.0%), false:4,370,287 (46.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:5,071 (0.1%), false:9,493,482 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:1,493,596,800, max:1,496,275,199, avg:1494943445.8 +Numeric std dev: 775946.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:9,447,944, str:50,609 +Null/Empty: null:9,447,944 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,578 (99.9%) + 'admin': 31 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +Null/Empty: empty_str:6 +String length avg: 13.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 347 (0.0%) + 'imgur.com': 160 (0.0%) + 'youtube.com': 115 (0.0%) + 'i.imgur.com': 101 (0.0%) + 'self.Ice_Poseidon': 94 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,114,763, float:383,790 +Booleans: true:0 (0.0%), false:9,114,763 (100.0%) +Numeric values: 383,790 total +Numeric range: min:1,493,596,882.0, max:1,497,199,362.0, avg:1494996977.8 +Numeric std dev: 797849.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:0, max:27, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,494,803 (100.0%) + 1: 3,462 (0.0%) + 2: 191 (0.0%) + 3: 54 (0.0%) + 4: 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:0 (0.0%), false:9,498,553 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:613 (0.0%), false:9,497,940 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '68irgw': 1 (0.0%) + '68irgx': 1 (0.0%) + '68irgy': 1 (0.0%) + '68irgz': 1 (0.0%) + '68irh0': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:4,140,879 (43.6%), false:5,357,674 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:7,154,127, str:2,344,426 +Null/Empty: null:7,154,127, empty_str:277,464 +String length avg: 6.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 203 (0.0%) + 'psn': 175 (0.0%) + 'trade': 174 (0.0%) + 'xbox': 159 (0.0%) + 'question': 136 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:7,103,840, str:2,394,713 +Null/Empty: null:7,103,840, empty_str:50,905 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 176 (0.0%) + 'Discussion': 138 (0.0%) + 'Trade': 108 (0.0%) + 'Question': 84 (0.0%) + 'Xbox': 82 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:22,086 (0.2%), false:9,476,467 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,487,659, dict:1,010,894 +Null/Empty: null:8,487,659 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,498,553/9,498,553 (100.0%) +Types: dict:9,498,553 +Null/Empty: empty_obj:8,487,665 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:0, max:213,573, avg:8.0 +Numeric std dev: 115.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:811,331 (8.5%), false:8,687,222 (91.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 68.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/ReefTank/comments/68irgw/any_bay_area_folks_loo...': 1 (0.0%) + '/r/WormFanfic/comments/68irgx/any_fics_where_shado...': 1 (0.0%) + '/r/kendo/comments/68irgy/moving_to_japanship_my_bo...': 1 (0.0%) + '/r/seduction/comments/68irgz/rejected_but_cant_cut...': 1 (0.0%) + '/r/ImagesOfMexico/comments/68irh0/mineros_de_zacat...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:0 (0.0%), false:9,498,553 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:1,494,652,138, max:1,497,200,989, avg:1496953638.7 +Numeric std dev: 648686.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,498,553/9,498,553 (100.0%) +Types: int:9,498,553 +Numeric values: 9,498,553 total +Numeric range: min:0, max:192,394, avg:51.1 +Numeric std dev: 865.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,500,888, dict:997,665 +Null/Empty: null:8,500,888 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,498,553/9,498,553 (100.0%) +Types: dict:9,498,553 +Null/Empty: empty_obj:8,500,888 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +Null/Empty: empty_str:5,096,020 +String length avg: 362.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 564 (0.0%) + '[removed]': 413 (0.0%) + 'Please discuss.': 4 (0.0%) + 'Food for thought.': 2 (0.0%) + 'This was automatically posted': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:59,860 (0.6%), false:9,438,693 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,498,553/9,498,553 (100.0%) +Types: bool:9,498,553 +Booleans: true:8,026 (0.1%), false:9,490,527 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,489,466, NoneType:9,087 +Null/Empty: null:9,087 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3aelr': 73 (0.0%) + 't5_2qh1i': 46 (0.0%) + 't5_3g4tc': 36 (0.0%) + 't5_38unr': 28 (0.0%) + 't5_2y6r4': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:8,701,232, str:797,321 +Null/Empty: null:8,701,232 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'confidence': 454,062 (56.9%) + 'new': 176,607 (22.2%) + 'top': 111,090 (13.9%) + 'qa': 35,596 (4.5%) + 'old': 15,988 (2.0%) + 'controversial': 3,838 (0.5%) + 'random': 140 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,549, NoneType:4 +Null/Empty: null:4 +String length avg: 26.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,465 (0.0%) + 'self': 1,189 (0.0%) + 'nsfw': 170 (0.0%) + 'image': 57 (0.0%) + 'spoiler': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'The Sorell Twins': 8 (0.0%) + 'The Sun setting into the Gulf of Mexico, Saint Pet...': 4 (0.0%) + 'Arizona PR Spring 2017': 3 (0.0%) + 'We know how to handle flash floods herein Fayettev...': 3 (0.0%) + 'Daniil Kvyat - Toro Rosso STR12 - 2017 - Russian G...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,498,553/9,498,553 (100.0%) +Types: str:9,498,553 +String length avg: 74.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/ConfusedEveryCrayfish': 9 (0.0%) + 'https://i.redd.it/xvymhdus4suy.jpg': 6 (0.0%) + 'http://imgur.com/0TWZLbq': 4 (0.0%) + 'http://imgur.com/a/6M6iQ': 3 (0.0%) + 'https://youtu.be/_VHIYzRJ1ck': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,498,553/9,498,553 (100.0%) +Types: NoneType:9,498,553 +Null/Empty: null:9,498,553 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,498,549/9,498,553 (100.0%) +Types: int:5,066,804, NoneType:4,431,745 +Null/Empty: null:4,431,745 +Numeric values: 5,066,804 total +Numeric range: min:1, max:140, avg:105.8 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,498,549/9,498,553 (100.0%) +Types: int:5,066,804, NoneType:4,431,745 +Null/Empty: null:4,431,745 +Numeric values: 5,066,804 total +Numeric range: min:1, max:140, avg:138.6 +Numeric std dev: 9.9 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,489,466/9,498,553 (99.9%) +Types: str:9,489,466 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ice_Poseidon': 73 (0.0%) + 'AskReddit': 46 (0.0%) + 'RocketLeagueExchange': 36 (0.0%) + 'The_Donald': 28 (0.0%) + 'GlobalOffensiveTrade': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 8,800,927/9,498,553 (92.7%) +Types: bool:8,800,927 +Booleans: true:21 (0.0%), false:8,800,906 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,649,355/9,498,553 (38.4%) +Types: str:3,649,355 +String length avg: 5.1 +Unique strings tracked: 5 +String values distribution: + 'link': 1,804,779 (49.5%) + 'image': 930,661 (25.5%) + 'rich:video': 485,116 (13.3%) + 'self': 426,701 (11.7%) + 'video': 2,098 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,649,355/9,498,553 (38.4%) +Types: dict:3,649,355 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 32,136/9,498,553 (0.3%) +Types: bool:32,136 +Booleans: true:32,136 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9,087/9,498,553 (0.1%) +Types: str:8,942, NoneType:145 +Null/Empty: null:145 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_17jlue': 30 (0.3%) + 't2_k14jq': 22 (0.2%) + 't2_47i05': 22 (0.2%) + 't2_3m5ao': 15 (0.2%) + 't2_42a06a': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 9,087/9,498,553 (0.1%) +Types: bool:9,087 +Booleans: true:5,347 (58.8%), false:3,740 (41.2%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9,087/9,498,553 (0.1%) +Types: str:9,087 +String length avg: 66.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/r/lacortenews/': 9 (0.1%) + 'https://appsto.re/us/U39tib.i': 8 (0.1%) + 'https://gamerzarena.com/': 8 (0.1%) + 'https://jsup.io/r/top-angular': 6 (0.1%) + 'https://indiegogo.com/projects/cinder-grill-cook-t...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9,087/9,498,553 (0.1%) +Types: str:9,087 +Null/Empty: empty_str:2,071 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/Vk7TJgpPACCZsXvg9...': 26 (0.4%) + 'https://b.thumbs.redditmedia.com/ui9Eb5_0wnrc81F7W...': 13 (0.2%) + 'https://a.thumbs.redditmedia.com/cjGRomKaPTNATIr_5...': 9 (0.1%) + 'https://b.thumbs.redditmedia.com/lKrCBq8l3czuUhHqq...': 7 (0.1%) + 'https://b.thumbs.redditmedia.com/i9ZrUiw4TKsfIAU6V...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,084, str:3 +Null/Empty: null:9,084 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_67o00k': 1 (33.3%) + 't3_68lutl': 1 (33.3%) + 't3_6cqhv4': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9,087/9,498,553 (0.1%) +Types: bool:9,087 +Booleans: true:9,087 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,087 +Null/Empty: null:9,087 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,084, str:3 +Null/Empty: null:9,084 +String length avg: 14.7 +Unique strings tracked: 3 +String values distribution: + 'handmaidsonhulu': 1 (33.3%) + 'ItComesAtNight': 1 (33.3%) + 'HandmaidsOnHulu': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,084, str:3 +Null/Empty: null:9,084 +String length avg: 173.3 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N8031.1318...': 1 (33.3%) + 'https://ad.doubleclick.net/ddm/trackclk/N38312.131...': 1 (33.3%) + 'https://ad.doubleclick.net/ddm/trackclk/N8031.1318...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:8,893, str:194 +Null/Empty: null:8,893 +String length avg: 121.1 +Unique strings tracked: 152 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 4 (2.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N2789.1318...': 3 (1.5%) + 'https://ad.doubleclick.net/ddm/ad/N8003.131843REDD...': 3 (1.5%) + 'https://pixel.adsafeprotected.com/rjss/st/79980/15...': 2 (1.0%) + 'https://pixel.adsafeprotected.com/rjss/st/79980/15...': 2 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9,087/9,498,553 (0.1%) +Types: NoneType:9,050, str:37 +Null/Empty: null:9,050 +String length avg: 164.8 +Unique strings tracked: 12 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 8 (21.6%) + 'https://secure.insightexpressai.com/adServer/adSer...': 8 (21.6%) + 'https://secure.insightexpressai.com/adServer/adSer...': 8 (21.6%) + 'https://pixel.adsafeprotected.com/rfw/st/79980/151...': 2 (5.4%) + 'https://pixel.adsafeprotected.com/rfw/st/79980/151...': 2 (5.4%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 8,426/9,498,553 (0.1%) +Types: list:8,416, NoneType:10 +Null/Empty: null:10, empty_arr:8,412 + +================================================================================ + +================================================================================ +FILE: RS_2017-06.jsonl +Analysis Time: 2026-01-15 08:12:46 +================================================================================ +Total lines: 9,597,725 +Processed lines: 9,597,725 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,597,725 +Null/Empty: null:9,597,725 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:606 (0.0%), false:9,597,119 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 260 (0.0%) + 'ImagesOfNetwork': 18 (0.0%) + 'vldmr86': 10 (0.0%) + 'AutoModerator': 7 (0.0%) + 'autotldr': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,342,110, str:1,255,615 +Null/Empty: null:8,342,110, empty_str:166,905 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 38 (0.0%) + 'PS4': 33 (0.0%) + 'kekistan': 30 (0.0%) + 'MURICA': 30 (0.0%) + 'psn': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,197,702, str:1,400,023 +Null/Empty: null:8,197,702, empty_str:283,485 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'KEK': 27 (0.0%) + '1776': 22 (0.0%) + 'PS4': 19 (0.0%) + 'Text': 15 (0.0%) + 'USA': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,597,725 +Null/Empty: null:9,597,725 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:5,069,776 (52.8%), false:4,527,949 (47.2%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:0 (0.0%), false:9,597,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:3,515 (0.0%), false:9,594,210 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:1,496,275,200, max:1,498,867,199, avg:1497585563.3 +Numeric std dev: 752263.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,554,909, str:42,816 +Null/Empty: null:9,554,909 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 42,797 (100.0%) + 'admin': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 319 (0.0%) + 'imgur.com': 132 (0.0%) + 'youtube.com': 118 (0.0%) + 'i.imgur.com': 71 (0.0%) + 'self.RocketLeagueExchange': 60 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,210,179, float:387,546 +Booleans: true:0 (0.0%), false:9,210,179 (100.0%) +Numeric values: 387,546 total +Numeric range: min:1,496,275,443.0, max:1,500,193,901.0, avg:1497651681.4 +Numeric std dev: 783767.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:0, max:13, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 9,594,048 (100.0%) + 1: 3,387 (0.0%) + 2: 193 (0.0%) + 3: 47 (0.0%) + 4: 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:0 (0.0%), false:9,597,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:465 (0.0%), false:9,597,260 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6ej15w': 1 (0.0%) + '6ej15x': 1 (0.0%) + '6ej15y': 1 (0.0%) + '6ej15z': 1 (0.0%) + '6ej160': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:4,135,660 (43.1%), false:5,462,065 (56.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:173 (0.0%), false:9,597,552 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:7,053,836, str:2,543,889 +Null/Empty: null:7,053,836, empty_str:313,215 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 188 (0.0%) + 'xbox': 174 (0.0%) + 'psn': 161 (0.0%) + 'trade': 122 (0.0%) + 'question': 108 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:7,007,205, str:2,590,520 +Null/Empty: null:7,007,205, empty_str:209,980 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 135 (0.0%) + 'PS4': 119 (0.0%) + 'Xbox': 91 (0.0%) + 'Trade': 75 (0.0%) + 'Question': 69 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:46,699 (0.5%), false:9,551,026 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,592,668, dict:1,005,057 +Null/Empty: null:8,592,668 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,597,725/9,597,725 (100.0%) +Types: dict:9,597,725 +Null/Empty: empty_obj:8,592,840 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:0, max:65,166, avg:7.9 +Numeric std dev: 98.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:837,844 (8.7%), false:8,759,881 (91.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 68.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/SonicPorn/comments/6ej15w/bunny_has_some_fun_di...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/6ej15x/ps4_h_blac...': 1 (0.0%) + '/r/seinfeld/comments/6ej15y/im_gonna_watch_seinfel...': 1 (0.0%) + '/r/Geosim/comments/6ej15z/event_éire_part_i_act_i_...': 1 (0.0%) + '/r/Geosim/comments/6ej160/budget_ethiopian_2017_cl...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:0 (0.0%), false:9,597,725 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:1,500,090,551, max:1,500,200,173, avg:1500146087.8 +Numeric std dev: 31581.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,597,725/9,597,725 (100.0%) +Types: int:9,597,725 +Numeric values: 9,597,725 total +Numeric range: min:0, max:159,410, avg:50.5 +Numeric std dev: 865.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,604,150, dict:993,575 +Null/Empty: null:8,604,150 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,597,725/9,597,725 (100.0%) +Types: dict:9,597,725 +Null/Empty: empty_obj:8,604,150 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +Null/Empty: empty_str:5,167,431 +String length avg: 365.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 571 (0.0%) + '[removed]': 331 (0.0%) + 'Hello everyone, + +This is a method to get Fifa poin...': 6 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Please discuss.': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:51,306 (0.5%), false:9,546,419 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,597,725/9,597,725 (100.0%) +Types: bool:9,597,725 +Booleans: true:6,701 (0.1%), false:9,591,024 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,589,025, NoneType:8,700 +Null/Empty: null:8,700 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 47 (0.0%) + 't5_38unr': 43 (0.0%) + 't5_3g4tc': 40 (0.0%) + 't5_2y6r4': 20 (0.0%) + 't5_2cneq': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:8,689,878, str:907,847 +Null/Empty: null:8,689,878 +String length avg: 6.9 +Unique strings tracked: 7 +String values distribution: + 'confidence': 508,711 (56.0%) + 'new': 228,292 (25.1%) + 'top': 101,536 (11.2%) + 'qa': 40,391 (4.4%) + 'old': 22,660 (2.5%) + 'controversial': 6,138 (0.7%) + 'random': 119 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,719, NoneType:6 +Null/Empty: null:6 +String length avg: 27.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,414 (0.0%) + 'self': 1,196 (0.0%) + 'nsfw': 182 (0.0%) + 'image': 43 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 57.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Fifa Points': 7 (0.0%) + 'Very Powerful Dua For all Purposes': 3 (0.0%) + 'Toronto in May': 3 (0.0%) + 'Flopped out of bball shorts': 2 (0.0%) + 'Smog in Santiago Chile taken on San Cristóbal Hill...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,597,725/9,597,725 (100.0%) +Types: str:9,597,725 +String length avg: 74.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.sarkarhealings.com/product/taweez-code...': 3 (0.0%) + 'https://i.redd.it/2o7zas5cdx0z.jpg': 3 (0.0%) + 'https://i.redd.it/g4cjd7eucx0z.jpg': 2 (0.0%) + 'http://www.evertonfc.com/news/2017/05/30/koeman-ta...': 2 (0.0%) + 'https://www.microsoft.com/en-US/store/p/speedrunne...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,597,725/9,597,725 (100.0%) +Types: NoneType:9,597,725 +Null/Empty: null:9,597,725 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,597,719/9,597,725 (100.0%) +Types: int:5,151,634, NoneType:4,446,085 +Null/Empty: null:4,446,085 +Numeric values: 5,151,634 total +Numeric range: min:1, max:140, avg:105.9 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,597,719/9,597,725 (100.0%) +Types: int:5,151,634, NoneType:4,446,085 +Null/Empty: null:4,446,085 +Numeric values: 5,151,634 total +Numeric range: min:1, max:140, avg:138.9 +Numeric std dev: 9.1 +Unique numbers tracked: 66 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,589,025/9,597,725 (99.9%) +Types: str:9,589,025 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 47 (0.0%) + 'The_Donald': 43 (0.0%) + 'RocketLeagueExchange': 40 (0.0%) + 'GlobalOffensiveTrade': 20 (0.0%) + 'politics': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,801,386/9,597,725 (39.6%) +Types: str:3,801,386 +String length avg: 5.0 +Unique strings tracked: 6 +String values distribution: + 'link': 1,861,712 (49.0%) + 'image': 1,012,931 (26.6%) + 'rich:video': 492,559 (13.0%) + 'self': 431,322 (11.3%) + 'video': 2,796 (0.1%) + 'hosted:video': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,801,386/9,597,725 (39.6%) +Types: dict:3,801,386 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25,011/9,597,725 (0.3%) +Types: bool:25,011 +Booleans: true:25,011 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 8,700/9,597,725 (0.1%) +Types: str:8,576, NoneType:124 +Null/Empty: null:124 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_173k8o': 66 (0.8%) + 't2_rs5wrl': 32 (0.4%) + 't2_2qnziym': 14 (0.2%) + 't2_36cwgpb': 14 (0.2%) + 't2_wbs6u': 13 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 8,700/9,597,725 (0.1%) +Types: bool:8,700 +Booleans: true:5,106 (58.7%), false:3,594 (41.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,499, str:201 +Null/Empty: null:8,499 +String length avg: 15.4 +Unique strings tracked: 53 +Top 5 string values: + 'www.youtube.com': 26 (12.9%) + 'www.boomeo.com': 22 (10.9%) + 'www.syfy.com': 17 (8.5%) + 'www.amazon.com': 15 (7.5%) + 'madeby.google.com': 8 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,592, str:108 +Null/Empty: null:8,592 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 96 (88.9%) + 'iframe': 12 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,592, str:108 +Null/Empty: null:8,592 +String length avg: 46.0 +Unique strings tracked: 60 +Top 5 string values: + 'https://www.youtube.com/watch?v=dipWCECpzj8&fe...': 9 (8.3%) + 'https://www.youtube.com/watch?v=4dxe_ugmIVM': 5 (4.6%) + 'https://www.youtube.com/watch?v=gkGEx78Ad0M': 5 (4.6%) + 'https://www.youtube.com/watch?v=W84ZnQH9RCA': 5 (4.6%) + 'https://youtu.be/ZBY25LfzDE8': 4 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 8,700/9,597,725 (0.1%) +Types: str:8,700 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://blueboxinteractive.com/web-design-san-dieg...': 14 (0.2%) + 'http://reddit.realsuccesstories.com/kylie-lip-kit-...': 11 (0.1%) + 'https://itunes.apple.com/us/app/lipsi-localized-an...': 9 (0.1%) + 'https://www.youtube.com/watch?v=dipWCECpzj8&fe...': 9 (0.1%) + 'https://www.lemurmonitors.com': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 8,700/9,597,725 (0.1%) +Types: str:8,700 +Null/Empty: empty_str:2,005 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/BJ1lospvmtAEmKx6Z...': 32 (0.5%) + 'https://b.thumbs.redditmedia.com/oYUTYlEy0QLwbKXky...': 12 (0.2%) + 'https://b.thumbs.redditmedia.com/AVg_LI0LWUXvxr5Sk...': 11 (0.2%) + 'https://b.thumbs.redditmedia.com/T3ipAkgG66cnOtEej...': 7 (0.1%) + 'https://b.thumbs.redditmedia.com/2G_BEOa9_cih0ne6f...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,697, str:3 +Null/Empty: null:8,697 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_6fhc1j': 1 (33.3%) + 't3_6g9phk': 1 (33.3%) + 't3_6h9s6l': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 8,700/9,597,725 (0.1%) +Types: bool:8,700 +Booleans: true:8,700 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,700 +Null/Empty: null:8,700 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,697, str:3 +Null/Empty: null:8,697 +String length avg: 13.3 +Unique strings tracked: 3 +String values distribution: + 'RedbullReady': 1 (33.3%) + 'LuciaAniello': 1 (33.3%) + 'Nintendo_america': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,697, str:3 +Null/Empty: null:8,697 +String length avg: 103.7 +Unique strings tracked: 3 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N2789.1318...': 1 (33.3%) + 'https://www.reddit.com/r/IAmA/comments/6g9phk/hell...': 1 (33.3%) + 'https://www.reddit.com/user/Nintendo_America': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 8,700/9,597,725 (0.1%) +Types: list:8,679, NoneType:21 +Null/Empty: null:21, empty_arr:8,673 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,585, str:115 +Null/Empty: null:8,585 +String length avg: 151.6 +Unique strings tracked: 68 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 25 (21.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 4 (3.5%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 4 (3.5%) + 'https://alb.reddit.com/t.gif?q=CgADAAAAAABeVnAIAAc...': 3 (2.6%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 3 (2.6%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 8,700/9,597,725 (0.1%) +Types: NoneType:8,681, str:19 +Null/Empty: null:8,681 +String length avg: 155.5 +Unique strings tracked: 15 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (15.8%) + 'https://alb.reddit.com/t.gif?q=CgADAAAAAABdex0IAAc...': 2 (10.5%) + 'https://ad.doubleclick.net/ddm/adj/N286407.131843R...': 2 (10.5%) + 'https://alb.reddit.com/t.gif?q=CgADAAAAAABdpJgIAAc...': 1 (5.3%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=EN...': 1 (5.3%) + +================================================================================ + +================================================================================ +FILE: RS_2017-07.jsonl +Analysis Time: 2026-01-15 08:22:45 +================================================================================ +Total lines: 9,989,122 +Processed lines: 9,989,122 +Total unique fields: 65 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_at_utc Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,989,122 +Null/Empty: null:9,989,122 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:1,485 (0.0%), false:9,987,637 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 274 (0.0%) + 'ImagesOfNetwork': 20 (0.0%) + 'AutoModerator': 13 (0.0%) + 'CanadianAce52': 13 (0.0%) + 'rollupdatrollup': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,715,775, str:1,273,347 +Null/Empty: null:8,715,775, empty_str:160,048 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 43 (0.0%) + 'xbox': 32 (0.0%) + 'MURICA': 28 (0.0%) + 'default': 21 (0.0%) + 'PS4': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,530,077, str:1,459,045 +Null/Empty: null:8,530,077, empty_str:282,524 +String length avg: 18.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'danquest o' de'm all': 76 (0.0%) + 'im a little gay trap slut pls fuck me': 21 (0.0%) + 'USA': 20 (0.0%) + 'BOT': 17 (0.0%) + 'Text': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_at_utc Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,989,122 +Null/Empty: null:9,989,122 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:5,307,372 (53.1%), false:4,681,750 (46.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:0 (0.0%), false:9,989,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:4,162 (0.0%), false:9,984,960 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:1,498,867,200, max:1,501,545,599, avg:1500222020.3 +Numeric std dev: 766914.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,945,099, str:44,023 +Null/Empty: null:9,945,099 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,004 (100.0%) + 'admin': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 13.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 404 (0.0%) + 'youtube.com': 115 (0.0%) + 'imgur.com': 100 (0.0%) + 'i.imgur.com': 99 (0.0%) + 'self.AskReddit': 78 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,583,544, float:405,578 +Booleans: true:0 (0.0%), false:9,583,544 (100.0%) +Numeric values: 405,578 total +Numeric range: min:1,498,867,533.0, max:1,502,163,237.0, avg:1500284111.1 +Numeric std dev: 778282.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:0, max:12, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,985,321 (100.0%) + 1: 3,498 (0.0%) + 2: 203 (0.0%) + 3: 64 (0.0%) + 4: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:0 (0.0%), false:9,989,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:682 (0.0%), false:9,988,440 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6kjsx6': 1 (0.0%) + '6kjsx7': 1 (0.0%) + '6kjsx8': 1 (0.0%) + '6kjsx9': 1 (0.0%) + '6kjsxa': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:4,341,657 (43.5%), false:5,647,465 (56.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:4,029 (0.0%), false:9,985,093 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:7,272,254, str:2,716,868 +Null/Empty: null:7,272,254, empty_str:347,085 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 178 (0.0%) + 'psn': 140 (0.0%) + 'trade': 130 (0.0%) + 'xbox': 108 (0.0%) + 'question': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:7,229,753, str:2,759,369 +Null/Empty: null:7,229,753, empty_str:210,356 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 147 (0.0%) + 'PS4': 111 (0.0%) + 'Question': 79 (0.0%) + 'Trade': 75 (0.0%) + 'Xbox': 61 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:63,426 (0.6%), false:9,925,696 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,911,931, dict:1,077,191 +Null/Empty: null:8,911,931 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,989,122/9,989,122 (100.0%) +Types: dict:9,989,122 +Null/Empty: empty_obj:8,915,941 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:0, max:74,247, avg:7.7 +Numeric std dev: 92.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:889,248 (8.9%), false:9,099,874 (91.1%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 68.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/JACOMO/comments/6kjsx6/de_coco_21sextreme_mal/': 1 (0.0%) + '/r/TinderNSFW/comments/6kjsx7/she_a_hoe/': 1 (0.0%) + '/r/dirtypenpals/comments/6kjsx8/30_m4f_a_second_ch...': 1 (0.0%) + '/r/Undertale/comments/6kjsx9/new_au/': 1 (0.0%) + '/r/Anxiety/comments/6kjsxa/any_success_with_gaba_s...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:0 (0.0%), false:9,989,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:1,502,054,492, max:1,502,166,857, avg:1502110544.2 +Numeric std dev: 32480.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,989,122/9,989,122 (100.0%) +Types: int:9,989,122 +Numeric values: 9,989,122 total +Numeric range: min:0, max:189,320, avg:49.6 +Numeric std dev: 843.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,924,922, dict:1,064,200 +Null/Empty: null:8,924,922 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,989,122/9,989,122 (100.0%) +Types: dict:9,989,122 +Null/Empty: empty_obj:8,924,922 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +Null/Empty: empty_str:5,353,434 +String length avg: 371.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 598 (0.0%) + '[removed]': 298 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'title': 2 (0.0%) + ' +"The milf and the frat" - she's been playing a lo...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:62,034 (0.6%), false:9,927,088 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,989,122/9,989,122 (100.0%) +Types: bool:9,989,122 +Booleans: true:8,161 (0.1%), false:9,980,961 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,979,978, NoneType:9,144 +Null/Empty: null:9,144 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 51 (0.0%) + 't5_3g4tc': 33 (0.0%) + 't5_3m0tc': 26 (0.0%) + 't5_2y6r4': 22 (0.0%) + 't5_38unr': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:8,996,934, str:992,188 +Null/Empty: null:8,996,934 +String length avg: 6.8 +Unique strings tracked: 7 +String values distribution: + 'confidence': 538,775 (54.3%) + 'new': 274,744 (27.7%) + 'top': 103,680 (10.4%) + 'qa': 43,105 (4.3%) + 'old': 26,999 (2.7%) + 'controversial': 4,756 (0.5%) + 'random': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,105, NoneType:17 +Null/Empty: null:17 +String length avg: 27.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,194 (0.0%) + 'self': 985 (0.0%) + 'nsfw': 155 (0.0%) + 'image': 38 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 56.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Is the ubiquity of technology putting corporate se...': 4 (0.0%) + 'me irl': 4 (0.0%) + '[FREE] Lil Peep Type Beat - Gratefully Suicidal - ...': 3 (0.0%) + '[Stein] The Knicks have abandoned their hopes of m...': 2 (0.0%) + 'Listado de diputados que votaron en contra de la l...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,989,122/9,989,122 (100.0%) +Types: str:9,989,122 +String length avg: 73.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.scmagazineuk.com/is-the-ubiquity-of-te...': 4 (0.0%) + 'https://www.youtube.com/watch?v=YzgMp3eKqu4': 4 (0.0%) + 'http://imgur.com/hweSHsI': 3 (0.0%) + 'https://i.redd.it/f14lpo56gv6z.jpg': 2 (0.0%) + 'https://i.redd.it/ijawliqegv6z.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: view_count Occurrence: 9,989,122/9,989,122 (100.0%) +Types: NoneType:9,989,122 +Null/Empty: null:9,989,122 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,989,105/9,989,122 (100.0%) +Types: int:5,372,264, NoneType:4,616,841 +Null/Empty: null:4,616,841 +Numeric values: 5,372,264 total +Numeric range: min:1, max:140, avg:106.7 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,989,105/9,989,122 (100.0%) +Types: int:5,372,264, NoneType:4,616,841 +Null/Empty: null:4,616,841 +Numeric values: 5,372,264 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.2 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,979,978/9,989,122 (99.9%) +Types: str:9,979,978 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 51 (0.0%) + 'RocketLeagueExchange': 33 (0.0%) + 'PewdiepieSubmissions': 26 (0.0%) + 'GlobalOffensiveTrade': 22 (0.0%) + 'The_Donald': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,013,082/9,989,122 (40.2%) +Types: str:4,013,082 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,878,135 (46.8%) + 'image': 1,149,850 (28.7%) + 'rich:video': 522,038 (13.0%) + 'self': 452,300 (11.3%) + 'video': 8,484 (0.2%) + 'hosted:video': 2,275 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,013,082/9,989,122 (40.2%) +Types: dict:4,013,082 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25,031/9,989,122 (0.3%) +Types: bool:25,031 +Booleans: true:25,031 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9,144/9,989,122 (0.1%) +Types: str:9,067, NoneType:77 +Null/Empty: null:77 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4hkfp5o': 60 (0.7%) + 't2_4oh8a3a': 30 (0.3%) + 't2_46x2qem': 21 (0.2%) + 't2_17y7krs': 19 (0.2%) + 't2_5pi6q41': 18 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 9,144/9,989,122 (0.1%) +Types: bool:9,144 +Booleans: true:5,245 (57.4%), false:3,899 (42.6%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:8,824, str:320 +Null/Empty: null:8,824 +String length avg: 14.5 +Unique strings tracked: 63 +Top 5 string values: + 'stitchfix.com': 48 (15.0%) + 'amazon.com': 25 (7.8%) + 'gamestop.com': 25 (7.8%) + 'google.com': 23 (7.2%) + 'apple.com': 22 (6.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,082, str:62 +Null/Empty: null:9,082 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 47 (75.8%) + 'iframe': 15 (24.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,082, str:62 +Null/Empty: null:9,082 +String length avg: 44.4 +Unique strings tracked: 34 +Top 5 string values: + 'https://youtu.be/ZBY25LfzDE8': 9 (14.5%) + 'https://i.redd.it/duzmlat3b09z.png': 4 (6.5%) + 'https://www.facebook.com/TIDAL/videos/189459987745...': 4 (6.5%) + 'https://i.redd.it/60f7j9ugtl9z.jpg': 3 (4.8%) + 'https://youtu.be/Dg7Pp6BUxRk': 3 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9,144/9,989,122 (0.1%) +Types: str:9,144 +String length avg: 71.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.basketballcitizen.com/': 19 (0.2%) + 'https://itunes.apple.com/app/apple-store/id1249971...': 15 (0.2%) + 'https://greatgaminggear.com/collections/special-de...': 7 (0.1%) + 'https://codefor.cash/signup#hiringmanager': 7 (0.1%) + 'https://app.getcargo.today/referred_by/429ce53206e...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9,144/9,989,122 (0.1%) +Types: str:9,144 +Null/Empty: empty_str:2,109 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/C6MQHyW29vn0PoA1b...': 9 (0.1%) + 'https://b.thumbs.redditmedia.com/o1-v5dTK13MXNaquk...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/1RX9QiyA6zJDkhihE...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/hqN4zKEz5Tnl4x9uc...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/qXCPfO2OHIgUtmjko...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,140, str:4 +Null/Empty: null:9,140 +String length avg: 9.0 +Unique strings tracked: 4 +String values distribution: + 't3_6nveob': 1 (25.0%) + 't3_6ob3jn': 1 (25.0%) + 't3_6ppg26': 1 (25.0%) + 't3_6p12wv': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9,144/9,989,122 (0.1%) +Types: bool:9,144 +Booleans: true:9,144 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,144 +Null/Empty: null:9,144 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,140, str:4 +Null/Empty: null:9,140 +String length avg: 14.0 +Unique strings tracked: 4 +String values distribution: + 'TBS_Official': 1 (25.0%) + 'TheDarkTowerMovie': 1 (25.0%) + 'TruTV_Official': 1 (25.0%) + 'SYFY_official': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,140, str:4 +Null/Empty: null:9,140 +String length avg: 106.8 +Unique strings tracked: 4 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N421001.13...': 1 (25.0%) + 'https://ad.doubleclick.net/ddm/clk/322741693;20240...': 1 (25.0%) + 'https://www.reddit.com/r/IAmA/comments/6ppg26/hi_i...': 1 (25.0%) + 'https://www.reddit.com/r/todayilearned/comments/6p...': 1 (25.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 9,144/9,989,122 (0.1%) +Types: list:9,064, NoneType:80 +Null/Empty: null:80, empty_arr:9,061 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:8,984, str:160 +Null/Empty: null:8,984 +String length avg: 164.6 +Unique strings tracked: 80 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 30 (18.8%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=ad...': 10 (6.2%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=ad...': 6 (3.8%) + 'https://ad.doubleclick.net/ddm/trackimp/N6054.1318...': 5 (3.1%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 5 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9,144/9,989,122 (0.1%) +Types: NoneType:9,135, str:9 +Null/Empty: null:9,135 +String length avg: 138.9 +Unique strings tracked: 7 +String values distribution: + 'https://ad.atdmt.com/i/img;adv=11022204596223;ec=1...': 2 (22.2%) + 'https://ad.atdmt.com/i/img;adv=11022204596223;ec=1...': 2 (22.2%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + 'http://pixel.adsafeprotected.com/jload?anId=926269...': 1 (11.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/aruinsever...': 1 (11.1%) + +================================================================================ + +================================================================================ +FILE: RS_2017-08.jsonl +Analysis Time: 2026-01-15 08:33:38 +================================================================================ +Total lines: 10,424,133 +Processed lines: 10,424,133 +Total unique fields: 66 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:1,356 (0.0%), false:10,422,777 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 288 (0.0%) + 'omgsushipls': 26 (0.0%) + 'ImagesOfNetwork': 24 (0.0%) + 'AutoModerator': 10 (0.0%) + 'I_READ_BOOKS_BOT': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,120,597, str:1,303,536 +Null/Empty: null:9,120,597, empty_str:168,815 +String length avg: 7.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 40 (0.0%) + 'xbox': 29 (0.0%) + 'MURICA': 22 (0.0%) + 'default': 20 (0.0%) + 'psn': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:8,975,110, str:1,449,023 +Null/Empty: null:8,975,110, empty_str:297,170 +String length avg: 18.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'danquest o' de'm all': 34 (0.0%) + 'BOT': 18 (0.0%) + 'USA': 10 (0.0%) + '1776': 10 (0.0%) + 'verified': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:5,542,765 (53.2%), false:4,881,368 (46.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:3,500 (0.0%), false:10,420,633 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:1,501,545,600, max:1,504,223,999, avg:1502883211.6 +Numeric std dev: 777525.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:10,379,595, str:44,538 +Null/Empty: null:10,379,595 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,516 (100.0%) + 'admin': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 340 (0.0%) + 'youtube.com': 119 (0.0%) + 'i.imgur.com': 106 (0.0%) + 'imgur.com': 103 (0.0%) + 'self.AskReddit': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,008,243, float:415,890 +Booleans: true:0 (0.0%), false:10,008,243 (100.0%) +Numeric values: 415,890 total +Numeric range: min:1,501,545,894.0, max:1,504,746,293.0, avg:1502932307.8 +Numeric std dev: 792450.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:20, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 10,419,784 (100.0%) + 1: 4,013 (0.0%) + 2: 234 (0.0%) + 3: 63 (0.0%) + 4: 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:0 (0.0%), false:10,424,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:1,163 (0.0%), false:10,422,970 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6qsieu': 1 (0.0%) + '6qsiev': 1 (0.0%) + '6qsiew': 1 (0.0%) + '6qsiex': 1 (0.0%) + '6qsiey': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:0 (0.0%), false:10,424,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:4,542,727 (43.6%), false:5,881,406 (56.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:19,098 (0.2%), false:10,405,035 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:7,618,825, str:2,805,308 +Null/Empty: null:7,618,825, empty_str:357,326 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 172 (0.0%) + 'xbox': 145 (0.0%) + 'psn': 145 (0.0%) + 'trade': 142 (0.0%) + 'question': 105 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:7,572,441, str:2,851,692 +Null/Empty: null:7,572,441, empty_str:208,350 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 127 (0.0%) + 'PS4': 94 (0.0%) + 'Trade': 87 (0.0%) + 'Xbox': 77 (0.0%) + 'Question': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:68,356 (0.7%), false:10,355,777 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,235,928, dict:1,188,205 +Null/Empty: null:9,235,928 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,424,133/10,424,133 (100.0%) +Types: dict:10,424,133 +Null/Empty: empty_obj:9,254,792 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:46,989, avg:7.7 +Numeric std dev: 86.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:10, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 9 +Numeric values distribution: + 0: 10,423,391 (100.0%) + 1: 669 (0.0%) + 2: 51 (0.0%) + 3: 13 (0.0%) + 4: 3 (0.0%) + 5: 2 (0.0%) + 6: 2 (0.0%) + 8: 1 (0.0%) + 10: 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:947,843 (9.1%), false:9,476,290 (90.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:6,664,531, NoneType:3,759,602 +Null/Empty: null:3,759,602 +String length avg: 8.1 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,542,765 (83.2%) + 'promo_adult_nsfw': 525,989 (7.9%) + 'promo_specified': 211,163 (3.2%) + 'no_ads': 155,869 (2.3%) + 'promo_adult': 126,679 (1.9%) + 'house_only': 83,268 (1.2%) + 'promo_all': 18,798 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Guildwars2/comments/6qsieu/mistlock_sanctuary_h...': 1 (0.0%) + '/r/travel/comments/6qsiev/stopped_in_niagara_falls...': 1 (0.0%) + '/r/Fitness/comments/6qsiew/my_preworkout_hurts_my_...': 1 (0.0%) + '/r/dankmemes/comments/6qsiex/i_didnt_know_people_a...': 1 (0.0%) + '/r/btc/comments/6qsiey/request_bitcoin_cash_faucet...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:1,504,628,547, max:1,504,747,122, avg:1504687991.3 +Numeric std dev: 34101.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,424,133/10,424,133 (100.0%) +Types: int:10,424,133 +Numeric values: 10,424,133 total +Numeric range: min:0, max:218,973, avg:50.9 +Numeric std dev: 873.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,263,804, dict:1,160,329 +Null/Empty: null:9,263,804 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,424,133/10,424,133 (100.0%) +Types: dict:10,424,133 +Null/Empty: empty_obj:9,263,804 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +Null/Empty: empty_str:5,540,741 +String length avg: 358.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 594 (0.0%) + '[removed]': 329 (0.0%) + 'https://np.reddit.com/r/CCJ2/comments/6qn3ma/this_...': 5 (0.0%) + 'Hello Everyone! + +First off **ADMIN LOGGING ENABLED...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:85,123 (0.8%), false:10,339,010 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,424,133/10,424,133 (100.0%) +Types: bool:10,424,133 +Booleans: true:8,911 (0.1%), false:10,415,222 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,410,480, NoneType:13,653 +Null/Empty: null:13,653 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 48 (0.0%) + 't5_3g4tc': 39 (0.0%) + 't5_2y6r4': 31 (0.0%) + 't5_32hh6': 28 (0.0%) + 't5_38unr': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,424,133/10,424,133 (100.0%) +Types: NoneType:9,394,998, str:1,029,135 +Null/Empty: null:9,394,998 +String length avg: 6.9 +Unique strings tracked: 7 +String values distribution: + 'confidence': 579,089 (56.3%) + 'new': 253,166 (24.6%) + 'top': 125,852 (12.2%) + 'qa': 44,659 (4.3%) + 'old': 22,492 (2.2%) + 'controversial': 3,760 (0.4%) + 'random': 117 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,095, NoneType:38 +Null/Empty: null:38 +String length avg: 27.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,369 (0.0%) + 'self': 1,117 (0.0%) + 'nsfw': 197 (0.0%) + 'image': 90 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 56.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 7 (0.0%) + 'Trump dictated son’s misleading statement on meeti...': 4 (0.0%) + 'Trump dictated son's misleading statement on meeti...': 4 (0.0%) + 'Amazon's Net Neutrality Hypocrisy': 3 (0.0%) + 'hmmm': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:10,424,133 +String length avg: 73.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.microsoft.com/en-us/store/p/Slime-Ranc...': 3 (0.0%) + 'http://i.imgur.com/M6XV9gd.jpg': 3 (0.0%) + 'http://www.sportsandpolitics.org/amazons-net-neutr...': 3 (0.0%) + 'https://www.reddit.com/r/btc/comments/6qsiey/reque...': 2 (0.0%) + 'https://gfycat.com/EarlyLightheartedHamadryad': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,424,133/10,424,133 (100.0%) +Types: str:6,665,136, NoneType:3,758,997 +Null/Empty: null:3,758,997 +String length avg: 8.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,468,617 (82.0%) + 'promo_adult_nsfw': 605,968 (9.1%) + 'promo_specified': 211,065 (3.2%) + 'no_ads': 158,226 (2.4%) + 'promo_adult': 119,475 (1.8%) + 'house_only': 83,151 (1.2%) + 'promo_all': 18,634 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,424,095/10,424,133 (100.0%) +Types: int:5,592,862, NoneType:4,831,233 +Null/Empty: null:4,831,233 +Numeric values: 5,592,862 total +Numeric range: min:1, max:256, avg:106.5 +Numeric std dev: 27.2 +Unique numbers tracked: 141 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,424,095/10,424,133 (100.0%) +Types: int:5,592,862, NoneType:4,831,233 +Null/Empty: null:4,831,233 +Numeric values: 5,592,862 total +Numeric range: min:1, max:256, avg:139.1 +Numeric std dev: 8.0 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,410,480/10,424,133 (99.9%) +Types: str:10,410,480 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 48 (0.0%) + 'RocketLeagueExchange': 39 (0.0%) + 'GlobalOffensiveTrade': 31 (0.0%) + 'fullmoviesonanything': 28 (0.0%) + 'The_Donald': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,151,284/10,424,133 (39.8%) +Types: str:4,151,284 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,926,632 (46.4%) + 'image': 1,170,237 (28.2%) + 'rich:video': 565,071 (13.6%) + 'self': 471,631 (11.4%) + 'hosted:video': 10,064 (0.2%) + 'video': 7,649 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,151,284/10,424,133 (39.8%) +Types: dict:4,151,284 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 22,027/10,424,133 (0.2%) +Types: bool:22,027 +Booleans: true:22,027 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,653/10,424,133 (0.1%) +Types: str:13,552, NoneType:101 +Null/Empty: null:101 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_k14jq': 50 (0.4%) + 't2_7e9u2o1': 41 (0.3%) + 't2_7nd06ue': 37 (0.3%) + 't2_11w1mf': 33 (0.2%) + 't2_7x6din4': 30 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 13,653/10,424,133 (0.1%) +Types: bool:13,653 +Booleans: true:8,562 (62.7%), false:5,091 (37.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,418, str:235 +Null/Empty: null:13,418 +String length avg: 16.0 +Unique strings tracked: 49 +Top 5 string values: + 'www.trutv.com': 29 (12.3%) + 'store.google.com': 29 (12.3%) + 'goldmansachs.com': 19 (8.1%) + 'trutv.com': 18 (7.7%) + 'lawbreakers.nexon.net': 9 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,558, str:95 +Null/Empty: null:13,558 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 86 (90.5%) + 'iframe': 9 (9.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,558, str:95 +Null/Empty: null:13,558 +String length avg: 51.0 +Unique strings tracked: 39 +Top 5 string values: + 'https://www.youtube.com/watch?v=sJPGPfn_4b4&fe...': 27 (28.4%) + 'https://www.youtube.com/watch?v=Uz2hyLGwHyA&fe...': 5 (5.3%) + 'https://www.youtube.com/watch?v=smmAuiJ-lxY': 5 (5.3%) + 'https://www.youtube.com/watch?v=LLPAeTVIROI&fe...': 4 (4.2%) + 'http://i.imgur.com/hk8bvOi.jpg': 4 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,653/10,424,133 (0.1%) +Types: str:13,653 +String length avg: 70.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://duckduckgo.com/install?p=x&t=hl': 50 (0.4%) + 'https://heightenedscentfragrancesllc.com': 30 (0.2%) + 'https://venuslust.com': 11 (0.1%) + 'https://kitandcoffee.com': 10 (0.1%) + 'https://www.gofundme.com/helpMichellesfamily': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,653/10,424,133 (0.1%) +Types: str:13,653 +Null/Empty: empty_str:2,787 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/ztCN39QXIn3-t1bGf...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/FDuf3QyudbO9rN92c...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/tU-D8a7wO07SNJ78u...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/byQYJJQ8pGw3G5tHP...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/2TlRaYeW5qgbiGFUD...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,646, str:7 +Null/Empty: null:13,646 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_5ecyzj': 1 (14.3%) + 't3_6sazfx': 1 (14.3%) + 't3_6stu5t': 1 (14.3%) + 't3_6ut41s': 1 (14.3%) + 't3_6p8kmh': 1 (14.3%) + 't3_6w0mw1': 1 (14.3%) + 't3_6d0fnv': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,653/10,424,133 (0.1%) +Types: bool:13,653 +Booleans: true:13,653 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,653 +Null/Empty: null:13,653 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,646, str:7 +Null/Empty: null:13,646 +String length avg: 15.1 +Unique strings tracked: 5 +String values distribution: + 'LawBreakers_Game': 2 (28.6%) + 'The Orville on Fox': 2 (28.6%) + 'ProperGrahamer': 1 (14.3%) + 'MotherMovie': 1 (14.3%) + 'Mother! Movie': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,647, str:6 +Null/Empty: null:13,647 +String length avg: 104.3 +Unique strings tracked: 4 +String values distribution: + 'http://lawbreakers.nexon.net/buynow?utm_source=Red...': 2 (33.3%) + 'https://beta.fox.com/the-orville/?cmpid=org=fbc::a...': 2 (33.3%) + 'https://www.reddit.com/user/mothermovie': 1 (16.7%) + 'https://www.reddit.com/user/MotherMovie': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,653/10,424,133 (0.1%) +Types: list:13,501, NoneType:152 +Null/Empty: null:152, empty_arr:13,479 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,492, str:161 +Null/Empty: null:13,492 +String length avg: 148.3 +Unique strings tracked: 91 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/trackimp/N6494.1318...': 11 (6.8%) + 'https://secure.insightexpressai.com/adServer/adSer...': 9 (5.6%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 5 (3.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 5 (3.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 4 (2.5%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,653/10,424,133 (0.1%) +Types: NoneType:13,586, str:67 +Null/Empty: null:13,586 +String length avg: 167.7 +Unique strings tracked: 24 +Top 5 string values: + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 7 (10.4%) + 'https://secure.insightexpressai.com/adServer/adSer...': 6 (9.0%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 5 (7.5%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 4 (6.0%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 4 (6.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 847/10,424,133 (0.0%) +Types: str:847 +String length avg: 9.0 +Unique strings tracked: 716 +Top 5 string values: + 't3_dnqpb': 22 (2.6%) + 't3_6vths0': 9 (1.1%) + 't3_6shisw': 8 (0.9%) + 't3_6v63a8': 6 (0.7%) + 't3_6vx01b': 6 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 847/10,424,133 (0.0%) +Types: list:847 +Null/Empty: empty_arr:1 + +================================================================================ + +================================================================================ +FILE: RS_2017-09.jsonl +Analysis Time: 2026-01-15 08:43:59 +================================================================================ +Total lines: 9,787,604 +Processed lines: 9,787,604 +Total unique fields: 68 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:1,257 (0.0%), false:9,786,347 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 267 (0.0%) + 'ImagesOfNetwork': 28 (0.0%) + 'AutoModerator': 8 (0.0%) + 'TUKUinc': 7 (0.0%) + 'marcosespinosa': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,537,081, str:1,250,523 +Null/Empty: null:8,537,081, empty_str:159,920 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 38 (0.0%) + 'psn': 33 (0.0%) + 'Armored': 32 (0.0%) + 'xbox': 27 (0.0%) + 'blue': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,402,341, str:1,385,263 +Null/Empty: null:8,402,341, empty_str:284,768 +String length avg: 18.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Mecha Meme Librarian': 47 (0.0%) + 'Text': 40 (0.0%) + 'Bot': 20 (0.0%) + 'BOT': 16 (0.0%) + 'Supreme Bot Overlord': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:5,225,861 (53.4%), false:4,561,743 (46.6%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:3,488 (0.0%), false:9,784,116 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:1,504,224,000, max:1,506,815,999, avg:1505527411.4 +Numeric std dev: 744798.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:9,743,409, str:44,195 +Null/Empty: null:9,743,409 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 44,168 (99.9%) + 'admin': 27 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 322 (0.0%) + 'youtube.com': 123 (0.0%) + 'imgur.com': 105 (0.0%) + 'i.imgur.com': 95 (0.0%) + 'self.AskReddit': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,406,402, float:381,202 +Booleans: true:0 (0.0%), false:9,406,402 (100.0%) +Numeric values: 381,202 total +Numeric range: min:1,504,224,282.0, max:1,507,615,964.0, avg:1505577564.7 +Numeric std dev: 766575.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:18, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 15 +Top 5 numeric values: + 0: 9,783,629 (100.0%) + 1: 3,657 (0.0%) + 2: 207 (0.0%) + 3: 60 (0.0%) + 4: 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:0 (0.0%), false:9,787,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:1,659 (0.0%), false:9,785,945 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '6xauxl': 1 (0.0%) + '6xauxm': 1 (0.0%) + '6xauxn': 1 (0.0%) + '6xauxo': 1 (0.0%) + '6xauxp': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:0 (0.0%), false:9,787,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:1,239,682 (12.7%), false:8,547,922 (87.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:4,286,280 (43.8%), false:5,501,324 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:29,297 (0.3%), false:9,758,307 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:7,233,067, str:2,554,537 +Null/Empty: null:7,233,067, empty_str:327,887 +String length avg: 6.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 199 (0.0%) + 'psn': 163 (0.0%) + 'xbox': 153 (0.0%) + 'question': 126 (0.0%) + 'trade': 112 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:7,197,133, str:2,590,471 +Null/Empty: null:7,197,133, empty_str:182,880 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 160 (0.0%) + 'PS4': 106 (0.0%) + 'Xbox': 87 (0.0%) + 'Question': 83 (0.0%) + 'Trade': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:67,511 (0.7%), false:9,720,093 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,682,589, dict:1,105,015 +Null/Empty: null:8,682,589 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 9,787,604/9,787,604 (100.0%) +Types: dict:9,787,604 +Null/Empty: empty_obj:8,711,699 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:72,235, avg:7.7 +Numeric std dev: 89.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:17, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 9,781,271 (99.9%) + 1: 5,897 (0.1%) + 2: 321 (0.0%) + 3: 58 (0.0%) + 4: 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:882,603 (9.0%), false:8,905,001 (91.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:6,304,254, NoneType:3,483,350 +Null/Empty: null:3,483,350 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,225,861 (82.9%) + 'promo_adult_nsfw': 541,864 (8.6%) + 'promo_specified': 293,173 (4.7%) + 'promo_adult': 124,683 (2.0%) + 'house_only': 70,284 (1.1%) + 'no_ads': 30,369 (0.5%) + 'promo_all': 18,020 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/comments/6xauxl/what_if_an_app_could_manage_your_...': 1 (0.0%) + '/r/PUBATTLEGROUNDS/comments/6xauxm/just_swiming_an...': 1 (0.0%) + '/r/CFBOffTopic/comments/6xauxn/thursday_night_thre...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/6xauxo/ps4_h_anim...': 1 (0.0%) + '/r/GlobalOffensiveTrade/comments/6xauxp/h_gut_knif...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:0 (0.0%), false:9,787,604 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:1,507,285,925, max:1,507,618,596, avg:1507465909.3 +Numeric std dev: 134326.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 9,787,604/9,787,604 (100.0%) +Types: int:9,787,604 +Numeric values: 9,787,604 total +Numeric range: min:0, max:214,189, avg:54.2 +Numeric std dev: 905.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,719,285, dict:1,068,319 +Null/Empty: null:8,719,285 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 9,787,604/9,787,604 (100.0%) +Types: dict:9,787,604 +Null/Empty: empty_obj:8,719,285 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +Null/Empty: empty_str:5,166,825 +String length avg: 358.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 539 (0.0%) + '[removed]': 331 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'G8661098': 2 (0.0%) + 'Market research firm VGM is looking for a qualitat...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:57,592 (0.6%), false:9,730,012 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 9,787,604/9,787,604 (100.0%) +Types: bool:9,787,604 +Booleans: true:7,525 (0.1%), false:9,780,079 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,774,382, NoneType:13,222 +Null/Empty: null:13,222 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 53 (0.0%) + 't5_3g4tc': 36 (0.0%) + 't5_38unr': 26 (0.0%) + 't5_3aelr': 22 (0.0%) + 't5_2y6r4': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 9,787,604/9,787,604 (100.0%) +Types: NoneType:8,793,005, str:994,599 +Null/Empty: null:8,793,005 +String length avg: 6.9 +Unique strings tracked: 8 +String values distribution: + 'confidence': 551,472 (55.4%) + 'new': 244,508 (24.6%) + 'top': 127,611 (12.8%) + 'qa': 45,357 (4.6%) + 'old': 22,680 (2.3%) + 'controversial': 2,798 (0.3%) + 'random': 172 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,593, NoneType:11 +Null/Empty: null:11 +String length avg: 27.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,271 (0.0%) + 'self': 1,052 (0.0%) + 'nsfw': 159 (0.0%) + 'image': 49 (0.0%) + 'spoiler': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Opening Night at GSU Stadium!': 3 (0.0%) + 'I hope I can post another custom design. This time...': 3 (0.0%) + 'Love': 3 (0.0%) + 'Sixteen': 2 (0.0%) + 'Angkor Wat. Angkor, Cambodia': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:9,787,604 +String length avg: 74.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://imgur.com/EcetpE6': 3 (0.0%) + 'https://www.youtube.com/watch?v=8Ct90yShzoc': 3 (0.0%) + 'https://i.redd.it/7rweqk9qv5jz.jpg': 3 (0.0%) + 'https://i.redd.it/23xs8y54x5jz.jpg': 3 (0.0%) + 'https://gleam.io/eIPLx-usYp1s?l=http%3A%2F%2Fybltv...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 9,787,604/9,787,604 (100.0%) +Types: str:6,305,093, NoneType:3,482,511 +Null/Empty: null:3,482,511 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,159,611 (81.8%) + 'promo_adult_nsfw': 612,945 (9.7%) + 'promo_specified': 292,950 (4.6%) + 'promo_adult': 117,441 (1.9%) + 'house_only': 70,088 (1.1%) + 'no_ads': 34,176 (0.5%) + 'promo_all': 17,882 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 9,787,593/9,787,604 (100.0%) +Types: int:5,239,907, NoneType:4,547,686 +Null/Empty: null:4,547,686 +Numeric values: 5,239,907 total +Numeric range: min:1, max:140, avg:106.7 +Numeric std dev: 27.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 9,787,593/9,787,604 (100.0%) +Types: int:5,239,907, NoneType:4,547,686 +Null/Empty: null:4,547,686 +Numeric values: 5,239,907 total +Numeric range: min:1, max:140, avg:139.2 +Numeric std dev: 7.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 9,774,382/9,787,604 (99.9%) +Types: str:9,774,382 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 53 (0.0%) + 'RocketLeagueExchange': 36 (0.0%) + 'The_Donald': 26 (0.0%) + 'Ice_Poseidon': 22 (0.0%) + 'GlobalOffensiveTrade': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 3,920,114/9,787,604 (40.1%) +Types: str:3,920,114 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,804,896 (46.0%) + 'image': 1,110,591 (28.3%) + 'rich:video': 537,358 (13.7%) + 'self': 448,268 (11.4%) + 'hosted:video': 17,007 (0.4%) + 'video': 1,994 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 3,920,114/9,787,604 (40.1%) +Types: dict:3,920,114 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 23,609/9,787,604 (0.2%) +Types: bool:23,609 +Booleans: true:23,609 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,222/9,787,604 (0.1%) +Types: str:13,135, NoneType:87 +Null/Empty: null:87 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_4hkfp5o': 53 (0.4%) + 't2_9byn76k': 40 (0.3%) + 't2_c2p0b0h': 31 (0.2%) + 't2_cfs6kvo': 31 (0.2%) + 't2_8ak9gj6': 29 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 13,222/9,787,604 (0.1%) +Types: bool:13,222 +Booleans: true:8,406 (63.6%), false:4,816 (36.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:12,940, str:282 +Null/Empty: null:12,940 +String length avg: 19.9 +Unique strings tracked: 64 +Top 5 string values: + 'http://store.steampowered.com/': 46 (16.3%) + 'www.syfy.com': 37 (13.1%) + 'http://www.americanmademovie.net/': 25 (8.9%) + 'www.reddit.com': 12 (4.3%) + 'www.soylent.com': 12 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,144, str:78 +Null/Empty: null:13,144 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 70 (89.7%) + 'iframe': 8 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,144, str:78 +Null/Empty: null:13,144 +String length avg: 41.2 +Unique strings tracked: 35 +Top 5 string values: + 'https://www.youtube.com/watch?v=AEBIJRAkujM': 14 (17.9%) + 'https://youtu.be/Hu421TrwM98': 12 (15.4%) + 'https://www.youtube.com/watch?v=u0PPoa8w0DI': 6 (7.7%) + 'https://www.youtube.com/watch?v=IRngHJiEcOI': 6 (7.7%) + 'https://www.youtube.com/embed/DITkoJkOA1A': 3 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,222/9,787,604 (0.1%) +Types: str:13,222 +String length avg: 70.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://itunes.apple.com/app/apple-store/id1275911...': 44 (0.3%) + 'http://gamerneighbor.com': 17 (0.1%) + 'https://soshiwall.com': 14 (0.1%) + 'https://orders.strippie.com/#/order/reddit': 13 (0.1%) + 'https://www.reddit.com/user/thechrisgethardshow/co...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: imp_pixel Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,222/9,787,604 (0.1%) +Types: str:13,222 +Null/Empty: empty_str:2,579 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/OfMxjCxhSZ5-xX2QW...': 8 (0.1%) + 'https://b.thumbs.redditmedia.com/-5oSRfALYDEx8LYl1...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/u7NKvhOKjlIa_-IjE...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/IHPDdFKUQkrIFiOIa...': 5 (0.0%) + 'https://b.thumbs.redditmedia.com/wgRIYaUFj11yyW4AH...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,196, str:26 +Null/Empty: null:13,196 +String length avg: 9.0 +Unique strings tracked: 24 +Top 5 string values: + 't3_72movb': 2 (7.7%) + 't3_72nelb': 2 (7.7%) + 't3_6yqwzd': 1 (3.8%) + 't3_6yqui2': 1 (3.8%) + 't3_6x22y8': 1 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,222/9,787,604 (0.1%) +Types: bool:13,222 +Booleans: true:13,222 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,222 +Null/Empty: null:13,222 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,196, str:26 +Null/Empty: null:13,196 +String length avg: 11.8 +Unique strings tracked: 11 +Top 5 string values: + 'dave': 5 (19.2%) + 'E-League_Official': 4 (15.4%) + 'The_Gifted_on_Fox': 4 (15.4%) + 'AudiSportUSA': 4 (15.4%) + 'MotherMovie': 2 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,199, str:23 +Null/Empty: null:13,199 +String length avg: 65.4 +Unique strings tracked: 13 +Top 5 string values: + 'http://www.twitch.tv/eleaguetv?cid=EL2017_Reddit_0...': 4 (17.4%) + 'http://example.com': 4 (17.4%) + 'https://www.reddit.com/user/audisportusa': 3 (13.0%) + 'https://ad.doubleclick.net/ddm/trackclk/N421001.13...': 2 (8.7%) + 'https://ad.doubleclick.net/ddm/clk/405516754;20558...': 2 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,222/9,787,604 (0.1%) +Types: list:13,009, NoneType:213 +Null/Empty: null:213, empty_arr:12,906 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,144, str:78 +Null/Empty: null:13,144 +String length avg: 141.4 +Unique strings tracked: 39 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 10 (12.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 6 (7.7%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 6 (7.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 3 (3.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 3 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,222/9,787,604 (0.1%) +Types: NoneType:13,208, str:14 +Null/Empty: null:13,208 +String length avg: 165.7 +Unique strings tracked: 10 +String values distribution: + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 2 (14.3%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 1 (7.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 1 (7.1%) + 'https://pixel.mtrcs.samba.tv/v2/vtr/hmi/chrisgetha...': 1 (7.1%) + 'https://ad.doubleclick.net/ddm/trackimp/N421001.13...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (7.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 7,271/9,787,604 (0.1%) +Types: str:7,271 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_6xb2s9': 7 (0.1%) + 't3_6y7fm6': 7 (0.1%) + 't3_6zeqkw': 7 (0.1%) + 't3_6y40r5': 6 (0.1%) + 't3_6xjviq': 4 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 7,271/9,787,604 (0.1%) +Types: list:7,271 +Null/Empty: empty_arr:17 + +================================================================================ + +================================================================================ +FILE: RS_2017-10.jsonl +Analysis Time: 2026-01-15 08:54:50 +================================================================================ +Total lines: 10,281,718 +Processed lines: 10,281,718 +Total unique fields: 67 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 301 (0.0%) + 'ImagesOfNetwork': 14 (0.0%) + 'AutoModerator': 13 (0.0%) + 'RPBot': 6 (0.0%) + 'ChannelBot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:8,985,998, str:1,295,720 +Null/Empty: null:8,985,998, empty_str:165,258 +String length avg: 7.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 109 (0.0%) + 'hi': 50 (0.0%) + 'default': 36 (0.0%) + 'psn': 33 (0.0%) + 'xbox': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:8,840,199, str:1,441,519 +Null/Empty: null:8,840,199, empty_str:309,599 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 77 (0.0%) + 'Mecha Meme Librarian': 22 (0.0%) + 'Bot': 21 (0.0%) + 'Xbox One': 16 (0.0%) + 'Text': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:5,269,599 (51.3%), false:5,012,119 (48.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:4,796 (0.0%), false:10,276,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:1,506,816,000, max:1,509,494,399, avg:1508166763.7 +Numeric std dev: 771506.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:10,231,682, str:50,036 +Null/Empty: null:10,231,682 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,011 (100.0%) + 'admin': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 333 (0.0%) + 'youtube.com': 138 (0.0%) + 'imgur.com': 104 (0.0%) + 'i.imgur.com': 102 (0.0%) + 'self.RocketLeagueExchange': 71 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:9,887,034, float:394,104, int:580 +Booleans: true:0 (0.0%), false:9,887,034 (100.0%) +Numeric values: 394,684 total +Numeric range: min:1,506,816,235.0, max:1,510,499,654.0, avg:1508227747.4 +Numeric std dev: 794590.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:0, max:78, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:0 (0.0%), false:10,281,718 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '73ig7j': 1 (0.0%) + '73ig7k': 1 (0.0%) + '73ig7l': 1 (0.0%) + '73ig7m': 1 (0.0%) + '73ig7n': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:6,396 (0.1%), false:10,275,322 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:4,449,943 (43.3%), false:5,831,775 (56.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:34,605 (0.3%), false:10,247,113 (99.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:7,612,744, str:2,668,974 +Null/Empty: null:7,612,744, empty_str:365,499 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ps4': 247 (0.0%) + 'psn': 211 (0.0%) + 'xbox': 172 (0.0%) + 'discussion': 147 (0.0%) + 'trade': 135 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:7,568,338, str:2,713,380 +Null/Empty: null:7,568,338, empty_str:202,015 +String length avg: 8.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 267 (0.0%) + 'Discussion': 131 (0.0%) + 'Xbox': 95 (0.0%) + 'Trade': 91 (0.0%) + 'Question': 90 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:74,198 (0.7%), false:10,207,520 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:9,112,522, dict:1,169,196 +Null/Empty: null:9,112,522 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,281,718/10,281,718 (100.0%) +Types: dict:10,281,718 +Null/Empty: empty_obj:9,146,676 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:0, max:81,401, avg:7.9 +Numeric std dev: 92.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:0, max:11, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 11 +Top 5 numeric values: + 0: 10,272,829 (99.9%) + 1: 8,390 (0.1%) + 2: 400 (0.0%) + 3: 60 (0.0%) + 4: 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:941,464 (9.2%), false:9,340,254 (90.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:6,574,507, NoneType:3,707,211 +Null/Empty: null:3,707,211 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,269,599 (80.2%) + 'promo_adult_nsfw': 576,641 (8.8%) + 'promo_specified': 474,967 (7.2%) + 'promo_adult': 125,190 (1.9%) + 'house_only': 76,857 (1.2%) + 'no_ads': 33,081 (0.5%) + 'promo_all': 18,172 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/RightwingLGBT/comments/73ig7j/im_going_to_be_ap...': 1 (0.0%) + '/r/edc_raffle/comments/73ig7k/omega_seamaster_aqua...': 1 (0.0%) + '/r/RocketLeague/comments/73ig7l/matchmaking_doesnt...': 1 (0.0%) + '/r/PeopleFuckingDying/comments/73ig7m/owner_slaugh...': 1 (0.0%) + '/r/worldpowers/comments/73ig7n/secret_in_the_dead_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:0 (0.0%), false:10,281,718 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,718 +Numeric values: 10,281,718 total +Numeric range: min:1,506,909,477, max:1,510,502,523, avg:1510440626.1 +Numeric std dev: 78052.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,281,718/10,281,718 (100.0%) +Types: int:10,281,706, NoneType:12 +Null/Empty: null:12 +Numeric values: 10,281,706 total +Numeric range: min:0, max:230,804, avg:57.1 +Numeric std dev: 943.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:9,155,156, dict:1,126,562 +Null/Empty: null:9,155,156 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,281,718/10,281,718 (100.0%) +Types: dict:10,281,718 +Null/Empty: empty_obj:9,155,156 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +Null/Empty: empty_str:5,479,276 +String length avg: 354.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 609 (0.0%) + '[removed]': 318 (0.0%) + 'test2': 5 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Send me ( bojacx13 ) a message on PSN if intereste...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:58,137 (0.6%), false:10,223,581 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,281,718/10,281,718 (100.0%) +Types: bool:10,281,718 +Booleans: true:7,091 (0.1%), false:10,274,627 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,266,493, NoneType:15,225 +Null/Empty: null:15,225 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 47 (0.0%) + 't5_3g4tc': 45 (0.0%) + 't5_2y6r4': 39 (0.0%) + 't5_2zc5x': 32 (0.0%) + 't5_3aelr': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,281,718/10,281,718 (100.0%) +Types: NoneType:9,231,211, str:1,050,507 +Null/Empty: null:9,231,211 +String length avg: 7.0 +Unique strings tracked: 7 +String values distribution: + 'confidence': 598,523 (57.0%) + 'new': 266,646 (25.4%) + 'top': 132,500 (12.6%) + 'qa': 30,816 (2.9%) + 'old': 19,801 (1.9%) + 'controversial': 2,092 (0.2%) + 'random': 129 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,665, NoneType:53 +Null/Empty: null:53 +String length avg: 27.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,458 (0.0%) + 'self': 1,234 (0.0%) + 'nsfw': 146 (0.0%) + 'image': 48 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +Null/Empty: empty_str:1 +String length avg: 56.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'I think this outfit is my favorite. Do you like it...': 4 (0.0%) + 'Canicule : les allergies aux graminées en vigilanc...': 4 (0.0%) + '[H] Lot's of games [W] Devil May Cry 4 Special Edi...': 3 (0.0%) + 'NHL Daily - 10/1/17 (Sunday)': 2 (0.0%) + 'Chamrousse, Isère': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:10,281,718 +String length avg: 73.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/MO3s67x.png': 4 (0.0%) + 'https://www.youtube.com/watch?v=6mI7plx7wmQ&fe...': 4 (0.0%) + 'http://www.wnyc.org/story/city-offers-pay-rent-hom...': 3 (0.0%) + 'https://www.reddit.com/r/legaladvice/comments/73fh...': 3 (0.0%) + 'https://i.redd.it/q6b8cqdzz3pz.png': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,281,718/10,281,718 (100.0%) +Types: str:6,575,755, NoneType:3,705,963 +Null/Empty: null:3,705,963 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,183,642 (78.8%) + 'promo_adult_nsfw': 676,933 (10.3%) + 'promo_specified': 474,246 (7.2%) + 'promo_adult': 108,795 (1.7%) + 'house_only': 76,668 (1.2%) + 'no_ads': 37,549 (0.6%) + 'promo_all': 17,922 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,281,665/10,281,718 (100.0%) +Types: int:5,565,469, NoneType:4,716,196 +Null/Empty: null:4,716,196 +Numeric values: 5,565,469 total +Numeric range: min:1, max:140, avg:106.6 +Numeric std dev: 27.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,281,665/10,281,718 (100.0%) +Types: int:5,565,469, NoneType:4,716,196 +Null/Empty: null:4,716,196 +Numeric values: 5,565,469 total +Numeric range: min:1, max:140, avg:139.2 +Numeric std dev: 7.6 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,281,112/10,281,718 (100.0%) +Types: bool:10,281,112 +Booleans: true:1,339,360 (13.0%), false:8,941,752 (87.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,271,860/10,281,718 (99.9%) +Types: bool:10,271,860 +Booleans: true:0 (0.0%), false:10,271,860 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,271,860/10,281,718 (99.9%) +Types: bool:10,271,860 +Booleans: true:1,475 (0.0%), false:10,270,385 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,266,493/10,281,718 (99.9%) +Types: str:10,266,493 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 47 (0.0%) + 'RocketLeagueExchange': 45 (0.0%) + 'GlobalOffensiveTrade': 39 (0.0%) + 'Fireteams': 32 (0.0%) + 'Ice_Poseidon': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,148,782/10,281,718 (40.4%) +Types: str:4,148,782 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,931,878 (46.6%) + 'image': 1,175,727 (28.3%) + 'rich:video': 569,843 (13.7%) + 'self': 449,016 (10.8%) + 'hosted:video': 20,202 (0.5%) + 'video': 2,116 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,148,782/10,281,718 (40.4%) +Types: dict:4,148,782 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 25,217/10,281,718 (0.2%) +Types: bool:25,217 +Booleans: true:25,217 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,225 +Null/Empty: null:15,225 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,225 +Null/Empty: null:15,225 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,225/10,281,718 (0.1%) +Types: str:15,052, NoneType:173 +Null/Empty: null:173 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_f87zjfb': 110 (0.7%) + 't2_dfk3fqb': 49 (0.3%) + 't2_16nwb7b': 34 (0.2%) + 't2_64wrece': 33 (0.2%) + 't2_dtyimq0': 28 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 15,225/10,281,718 (0.1%) +Types: bool:15,225 +Booleans: true:9,390 (61.7%), false:5,835 (38.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:14,943, str:282 +Null/Empty: null:14,943 +String length avg: 17.7 +Unique strings tracked: 67 +Top 5 string values: + 'www.amazon.com/tnf': 28 (9.9%) + 'store.google.com': 27 (9.6%) + 'www.amazon.com': 20 (7.1%) + 'www.giantbomb.com': 16 (5.7%) + 'www.usanetwork.com': 9 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,120, str:105 +Null/Empty: null:15,120 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 101 (96.2%) + 'iframe': 4 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,120, str:105 +Null/Empty: null:15,120 +String length avg: 50.2 +Unique strings tracked: 56 +Top 5 string values: + 'https://youtu.be/7XzPziZ-RAI': 9 (8.6%) + 'https://www.youtube.com/watch?v=ZkqOWl5vUZA': 7 (6.7%) + 'https://www.youtube.com/watch?v=ZmU5hEweuc8&am...': 5 (4.8%) + 'https://www.youtube.com/watch?v=gbmq0Mcwg0o': 4 (3.8%) + 'https://www.youtube.com/watch?v=zpLVsR8cSFo': 4 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,225/10,281,718 (0.1%) +Types: str:15,225 +String length avg: 71.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://theotakubox.com/win/': 16 (0.1%) + 'https://theotakubox.com/win/?pk_campaign=Reddit&am...': 14 (0.1%) + 'https://theotakubox.com/win/?pk_campaign=Reddit&am...': 13 (0.1%) + 'https://uskinnedit.com': 11 (0.1%) + 'https://www.reddit.com/r/NetflixViaVPN': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,225/10,281,718 (0.1%) +Types: str:15,225 +Null/Empty: empty_str:2,449 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/j_tqgRVrlFEQVFiOf...': 24 (0.2%) + 'https://b.thumbs.redditmedia.com/bWUHHQ4MmUhV8Rdgh...': 16 (0.1%) + 'https://b.thumbs.redditmedia.com/H9hXjOY64e0vv1x2m...': 14 (0.1%) + 'https://b.thumbs.redditmedia.com/mwU5CZnj6q-K6aM0I...': 11 (0.1%) + 'https://a.thumbs.redditmedia.com/9HVM7k04p8Xd_R77g...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,222, str:3 +Null/Empty: null:15,222 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_6g15il': 1 (33.3%) + 't3_6xvqfa': 1 (33.3%) + 't3_75cgfd': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,225/10,281,718 (0.1%) +Types: bool:15,225 +Booleans: true:15,225 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,225 +Null/Empty: null:15,225 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,222, str:3 +Null/Empty: null:15,222 +String length avg: 12.0 +Unique strings tracked: 2 +String values distribution: + 'Russells_Reserve': 2 (66.7%) + 'syfy': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,223, str:2 +Null/Empty: null:15,223 +String length avg: 175.0 +Unique strings tracked: 1 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N3740.1318...': 2 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,225/10,281,718 (0.1%) +Types: list:14,873, NoneType:352 +Null/Empty: null:352, empty_arr:14,702 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,181, str:44 +Null/Empty: null:15,181 +String length avg: 146.3 +Unique strings tracked: 22 +Top 5 string values: + 'https://ad.doubleclick.net/ddm/ad/N624.131843REDDI...': 6 (13.6%) + 'https://ad.doubleclick.net/ddm/jump/N624.131843RED...': 5 (11.4%) + 'https://ad.doubleclick.net/ddm/trackimp/N485401.13...': 5 (11.4%) + 'https://ad.doubleclick.net/ddm/trackimp/N485401.13...': 5 (11.4%) + 'https://ad.doubleclick.net/ddm/trackimp/N485401.13...': 5 (11.4%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,225/10,281,718 (0.1%) +Types: NoneType:15,216, str:9 +Null/Empty: null:15,216 +String length avg: 185.4 +Unique strings tracked: 4 +String values distribution: + 'https://secure.insightexpressai.com/adServer/adSer...': 6 (66.7%) + 'https://secure.insightexpressai.com/adServer/adSer...': 1 (11.1%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (11.1%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 10,041/10,281,718 (0.1%) +Types: str:10,041 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7443ds': 9 (0.1%) + 't3_7190ft': 8 (0.1%) + 't3_73mw92': 7 (0.1%) + 't3_73zocv': 7 (0.1%) + 't3_73u1uq': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 10,041/10,281,718 (0.1%) +Types: list:10,041 +Null/Empty: empty_arr:11 + +================================================================================ + +================================================================================ +FILE: RS_2017-11.jsonl +Analysis Time: 2026-01-15 09:06:26 +================================================================================ +Total lines: 10,377,379 +Processed lines: 10,377,379 +Total unique fields: 68 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 332 (0.0%) + 'ImagesOfNetwork': 13 (0.0%) + 'removalbot': 10 (0.0%) + 'AutoModerator': 8 (0.0%) + 'usatvchansbot': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,123,775, str:1,253,604 +Null/Empty: null:9,123,775, empty_str:165,447 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 42 (0.0%) + 'default': 38 (0.0%) + 'PS4': 37 (0.0%) + 'MURICA': 26 (0.0%) + 'blue': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:8,942,494, str:1,434,885 +Null/Empty: null:8,942,494, empty_str:292,381 +String length avg: 19.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 28 (0.0%) + 'Mecha Meme Librarian': 21 (0.0%) + 'Text': 16 (0.0%) + '5 Feet Tall': 14 (0.0%) + 'MAGA': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:5,274,603 (50.8%), false:5,102,776 (49.2%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:5,182 (0.0%), false:10,372,197 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:1,509,494,400, max:1,512,086,399, avg:1510802314.7 +Numeric std dev: 749963.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:10,326,644, str:50,735 +Null/Empty: null:10,326,644 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 50,702 (99.9%) + 'admin': 33 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 13.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 501 (0.0%) + 'i.imgur.com': 137 (0.0%) + 'imgur.com': 129 (0.0%) + 'youtube.com': 121 (0.0%) + 'self.Ice_Poseidon': 92 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:9,982,987, float:394,357, int:35 +Booleans: true:0 (0.0%), false:9,982,987 (100.0%) +Numeric values: 394,392 total +Numeric range: min:1,509,494,711.0, max:1,512,329,191.0, avg:1510843762.1 +Numeric std dev: 753774.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:0, max:31, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:0 (0.0%), false:10,377,379 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '79zyro': 1 (0.0%) + '79zyrp': 1 (0.0%) + '79zyrq': 1 (0.0%) + '79zyrr': 1 (0.0%) + '79zyrs': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:455 (0.0%), false:10,376,924 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:1,332,958 (12.8%), false:9,044,421 (87.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:4,511,288 (43.5%), false:5,866,091 (56.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:37,375 (0.4%), false:10,340,004 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:7,788,186, str:2,589,193 +Null/Empty: null:7,788,186, empty_str:357,494 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 178 (0.0%) + 'trade': 101 (0.0%) + 'question': 97 (0.0%) + '13': 85 (0.0%) + 'psn': 81 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:7,757,183, str:2,620,196 +Null/Empty: null:7,757,183, empty_str:192,667 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 127 (0.0%) + 'PS4': 87 (0.0%) + 'Trade': 69 (0.0%) + 'Question': 68 (0.0%) + 'Halloween': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:81,924 (0.8%), false:10,295,455 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,259,388, dict:1,117,991 +Null/Empty: null:9,259,388 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,377,379/10,377,379 (100.0%) +Types: dict:10,377,379 +Null/Empty: empty_obj:9,295,954 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:0, max:37,130, avg:7.8 +Numeric std dev: 88.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:0, max:130, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 26 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:971,189 (9.4%), false:9,406,190 (90.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:6,544,412, NoneType:3,832,967 +Null/Empty: null:3,832,967 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,274,603 (80.6%) + 'promo_adult_nsfw': 581,127 (8.9%) + 'promo_specified': 447,112 (6.8%) + 'promo_adult': 124,880 (1.9%) + 'house_only': 62,847 (1.0%) + 'no_ads': 34,181 (0.5%) + 'promo_all': 19,662 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/vlog/comments/79zyro/crazy_mexico_tripsad/': 1 (0.0%) + '/r/pokemon/comments/79zyrp/the_purge_has_ended/': 1 (0.0%) + '/r/benzodiazepines/comments/79zyrq/topix_etc_where...': 1 (0.0%) + '/r/edc_raffle/comments/79zyrr/tudor_heritage_black...': 1 (0.0%) + '/r/r4r/comments/79zyrs/m4f_lonely_and_looking_to_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:0 (0.0%), false:10,377,379 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,379 +Numeric values: 10,377,379 total +Numeric range: min:1,509,578,693, max:1,512,329,914, avg:1512263721.4 +Numeric std dev: 43577.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,377,379/10,377,379 (100.0%) +Types: int:10,377,370, NoneType:9 +Null/Empty: null:9 +Numeric values: 10,377,370 total +Numeric range: min:0, max:238,273, avg:59.4 +Numeric std dev: 1024.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,303,925, dict:1,073,454 +Null/Empty: null:9,303,925 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,377,379/10,377,379 (100.0%) +Types: dict:10,377,379 +Null/Empty: empty_obj:9,303,925 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +Null/Empty: empty_str:5,514,881 +String length avg: 358.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 657 (0.0%) + '[removed]': 355 (0.0%) + 'test2': 5 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'I have completed an elite treasure trail. + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:56,197 (0.5%), false:10,321,182 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,377,379/10,377,379 (100.0%) +Types: bool:10,377,379 +Booleans: true:11,063 (0.1%), false:10,366,316 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,364,105, NoneType:13,274 +Null/Empty: null:13,274 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3aelr': 113 (0.0%) + 't5_2qh1i': 44 (0.0%) + 't5_38unr': 35 (0.0%) + 't5_3g4tc': 21 (0.0%) + 't5_2qh0u': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,377,379/10,377,379 (100.0%) +Types: NoneType:9,271,121, str:1,106,258 +Null/Empty: null:9,271,121 +String length avg: 6.8 +Unique strings tracked: 8 +String values distribution: + 'confidence': 609,235 (55.1%) + 'new': 266,735 (24.1%) + 'top': 165,488 (15.0%) + 'qa': 44,613 (4.0%) + 'old': 17,342 (1.6%) + 'controversial': 2,727 (0.2%) + 'random': 117 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,351, NoneType:28 +Null/Empty: null:28 +String length avg: 27.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,241 (0.0%) + 'self': 914 (0.0%) + 'nsfw': 163 (0.0%) + 'image': 35 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 56.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 4 (0.0%) + 'A Black Man And A White Woman Sat Down At A Pub. T...': 2 (0.0%) + '土 LVLUP BOT 22:1 ! 1k sets': 2 (0.0%) + '[F] Tied and wearing a tail butt-plug': 2 (0.0%) + 'Patchwork /Secure Scuttlebutt: a decentralized, op...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:10,377,379 +String length avg: 74.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reeltimeflicks.com/2017/10/31/1922-2017/': 2 (0.0%) + 'https://imgur.com/a/zzJju': 2 (0.0%) + 'http://i.imgur.com/q3S2wQZ.jpg': 2 (0.0%) + 'https://cardanoroadmap.com/timeline/': 2 (0.0%) + 'https://m.imgur.com/a/HvZiw': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,377,379/10,377,379 (100.0%) +Types: str:6,544,494, NoneType:3,832,885 +Null/Empty: null:3,832,885 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,155,224 (78.8%) + 'promo_adult_nsfw': 734,080 (11.2%) + 'promo_specified': 447,039 (6.8%) + 'promo_adult': 91,634 (1.4%) + 'house_only': 62,836 (1.0%) + 'no_ads': 34,472 (0.5%) + 'promo_all': 19,209 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,377,351/10,377,379 (100.0%) +Types: int:5,581,177, NoneType:4,796,174 +Null/Empty: null:4,796,174 +Numeric values: 5,581,177 total +Numeric range: min:1, max:140, avg:106.5 +Numeric std dev: 27.7 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,377,351/10,377,379 (100.0%) +Types: int:5,581,177, NoneType:4,796,174 +Null/Empty: null:4,796,174 +Numeric values: 5,581,177 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.3 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,376,666/10,377,379 (100.0%) +Types: bool:10,376,666 +Booleans: true:0 (0.0%), false:10,376,666 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,376,666/10,377,379 (100.0%) +Types: bool:10,376,666 +Booleans: true:1,737 (0.0%), false:10,374,929 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,364,105/10,377,379 (99.9%) +Types: str:10,364,105 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ice_Poseidon': 113 (0.0%) + 'AskReddit': 44 (0.0%) + 'The_Donald': 35 (0.0%) + 'RocketLeagueExchange': 21 (0.0%) + 'pics': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 10,363,392/10,377,379 (99.9%) +Types: str:10,363,392 +String length avg: 6.4 +Unique strings tracked: 4 +String values distribution: + 'public': 9,271,741 (89.5%) + 'restricted': 1,055,404 (10.2%) + 'user': 36,226 (0.3%) + 'gold_restricted': 21 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,148,438/10,377,379 (40.0%) +Types: str:4,148,438 +String length avg: 5.1 +Unique strings tracked: 6 +String values distribution: + 'link': 1,962,753 (47.3%) + 'image': 1,143,478 (27.6%) + 'rich:video': 540,907 (13.0%) + 'self': 477,261 (11.5%) + 'hosted:video': 21,650 (0.5%) + 'video': 2,389 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,148,438/10,377,379 (40.0%) +Types: dict:4,148,438 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 48,529/10,377,379 (0.5%) +Types: str:48,529 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_79xzi4': 7 (0.0%) + 't3_79zh1j': 6 (0.0%) + 't3_7acg29': 4 (0.0%) + 't3_7an2ap': 4 (0.0%) + 't3_6wxi4g': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 48,529/10,377,379 (0.5%) +Types: list:48,529 +Null/Empty: empty_arr:105 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 24,051/10,377,379 (0.2%) +Types: bool:24,051 +Booleans: true:24,051 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,274 +Null/Empty: null:13,274 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,274 +Null/Empty: null:13,274 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,274/10,377,379 (0.1%) +Types: str:13,181, NoneType:93 +Null/Empty: null:93 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_j53fc3p': 92 (0.7%) + 't2_3co88ix': 73 (0.6%) + 't2_11heka': 62 (0.5%) + 't2_k14jq': 54 (0.4%) + 't2_7yoltou': 50 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 13,274/10,377,379 (0.1%) +Types: bool:13,274 +Booleans: true:8,518 (64.2%), false:4,756 (35.8%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,010, str:264 +Null/Empty: null:13,010 +String length avg: 17.8 +Unique strings tracked: 65 +Top 5 string values: + 'store.google.com': 33 (12.5%) + 'www.hulu.com': 25 (9.5%) + 'fi.google.com': 17 (6.4%) + 'www.amazon.com': 13 (4.9%) + 'FedEx.com/Delivery': 10 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,138, str:136 +Null/Empty: null:13,138 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 124 (91.2%) + 'iframe': 12 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,138, str:136 +Null/Empty: null:13,138 +String length avg: 50.8 +Unique strings tracked: 51 +Top 5 string values: + 'https://www.youtube.com/watch?time_continue=2&...': 18 (13.2%) + 'https://www.youtube.com/watch?v=qk0a7B4myV4&fe...': 8 (5.9%) + 'https://www.youtube.com/watch?time_continue=3&...': 7 (5.1%) + 'https://www.youtube.com/watch?v=umiwSGObsOs': 6 (4.4%) + 'https://www.cozmolostinreddit.com/': 5 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,274/10,377,379 (0.1%) +Types: str:13,274 +String length avg: 70.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://duckduckgo.com/ad_redirect/landing/l': 25 (0.2%) + 'https://duckduckgo.com/install?p=u&t=hl': 24 (0.2%) + 'https://www.recline.io/': 15 (0.1%) + 'https://www.redbubble.com/people/megashop/works/28...': 15 (0.1%) + 'https://approvedshades.com/products/blue-and-black...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,274/10,377,379 (0.1%) +Types: str:13,274 +Null/Empty: empty_str:2,222 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://a.thumbs.redditmedia.com/Rgz77fU6_YgO3Cc6X...': 33 (0.3%) + 'https://b.thumbs.redditmedia.com/9vPodGGS1SFBOPTzc...': 18 (0.2%) + 'https://b.thumbs.redditmedia.com/1D15xpCZsUTst31nT...': 17 (0.2%) + 'https://b.thumbs.redditmedia.com/_7EknyUN3DqLs_hkq...': 17 (0.2%) + 'https://b.thumbs.redditmedia.com/NNYm5dIlzoWXYn-O8...': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,267, str:7 +Null/Empty: null:13,267 +String length avg: 9.0 +Unique strings tracked: 7 +String values distribution: + 't3_7bufbc': 1 (14.3%) + 't3_7cta9p': 1 (14.3%) + 't3_7cwaxv': 1 (14.3%) + 't3_7cuxco': 1 (14.3%) + 't3_7cvswu': 1 (14.3%) + 't3_7cv6xh': 1 (14.3%) + 't3_7cvvvp': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,274/10,377,379 (0.1%) +Types: bool:13,274 +Booleans: true:13,274 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,274 +Null/Empty: null:13,274 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,267, str:7 +Null/Empty: null:13,267 +String length avg: 13.9 +Unique strings tracked: 4 +String values distribution: + 'FirefoxOffical': 4 (57.1%) + 'BlackRifleCoffeeCo': 1 (14.3%) + 'Anki_Inc': 1 (14.3%) + 'FirefoxOfficial': 1 (14.3%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,268, str:6 +Null/Empty: null:13,268 +String length avg: 77.7 +Unique strings tracked: 6 +String values distribution: + 'http://www.blackriflecoffee.com/?utm_source=reddit...': 1 (16.7%) + 'https://www.reddit.com/user/anki_inc': 1 (16.7%) + 'https://fossbytes.com/firefox-quantum-57-is-here-t...': 1 (16.7%) + 'https://www.mozilla.org/en-US/firefox/57.0/release...': 1 (16.7%) + 'http://www.omgubuntu.co.uk/2017/11/firefox-57-quan...': 1 (16.7%) + 'https://arstechnica.com/gadgets/2017/11/firefoxs-m...': 1 (16.7%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,274/10,377,379 (0.1%) +Types: list:13,053, NoneType:221 +Null/Empty: null:221, empty_arr:12,853 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,253, str:21 +Null/Empty: null:13,253 +String length avg: 207.7 +Unique strings tracked: 14 +Top 5 string values: + 'https://secure.insightexpressai.com/adServer/adSer...': 5 (23.8%) + 'https://ad.doubleclick.net/ddm/ad/N3493.reddit.com...': 3 (14.3%) + 'http://track.blackriflecoffee.com/reddit.gif': 2 (9.5%) + 'https://pixel.moatads.com/pixel.gif?e=0&ac=1&a...': 1 (4.8%) + 'https://ad.doubleclick.net/ddm/trackimp/N572608.13...': 1 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,274/10,377,379 (0.1%) +Types: NoneType:13,268, str:6 +Null/Empty: null:13,268 +String length avg: 166.7 +Unique strings tracked: 6 +String values distribution: + 'https://dts.innovid.com/placement/1h7hmj/video/1f7...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + 'https://ad.doubleclick.net/ddm/trackimp/N46002.131...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nc...': 1 (16.7%) + +================================================================================ + +================================================================================ +FILE: RS_2017-12.jsonl +Analysis Time: 2026-01-15 09:18:30 +================================================================================ +Total lines: 10,567,492 +Processed lines: 10,567,492 +Total unique fields: 71 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 206 (0.0%) + 'penhil': 10 (0.0%) + 'ImagesOfNetwork': 9 (0.0%) + 'AstroglideAds': 8 (0.0%) + 'usatvchansbot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,314,918, str:1,252,574 +Null/Empty: null:9,314,918, empty_str:169,037 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 47 (0.0%) + 'hi': 27 (0.0%) + 'MURICA': 23 (0.0%) + 'noflair': 16 (0.0%) + 'blue': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,140,655, str:1,426,837 +Null/Empty: null:9,140,655, empty_str:305,693 +String length avg: 19.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'beep boop': 54 (0.0%) + '45xf9STMLkWwnVNCKr9zLic1e7pzqtJ6J5XtoORJ/FpLEXNYKa...': 45 (0.0%) + 'Text': 24 (0.0%) + 'MAGA': 13 (0.0%) + 'BOT': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:5,410,651 (51.2%), false:5,156,841 (48.8%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:7,889 (0.1%), false:10,559,603 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:1,512,086,400, max:1,514,764,799, avg:1513399766.0 +Numeric std dev: 766994.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:10,522,047, str:45,445 +Null/Empty: null:10,522,047 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 45,413 (99.9%) + 'admin': 31 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 341 (0.0%) + 'youtube.com': 116 (0.0%) + 'imgur.com': 97 (0.0%) + 'i.imgur.com': 76 (0.0%) + 'self.AskReddit': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,167,863, float:399,629 +Booleans: true:0 (0.0%), false:10,167,863 (100.0%) +Numeric values: 399,629 total +Numeric range: min:1,512,086,665.0, max:1,515,396,978.0, avg:1513461002.2 +Numeric std dev: 787191.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:35, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:52,033 (0.5%), false:10,515,459 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7gqv9t': 1 (0.0%) + '7gqvc2': 1 (0.0%) + '7gqvc3': 1 (0.0%) + '7gqvc4': 1 (0.0%) + '7gqvc5': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:1,478,534 (14.0%), false:9,088,958 (86.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:4,629,784 (43.8%), false:5,937,708 (56.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:55,579 (0.5%), false:10,511,913 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:7,927,073, str:2,640,419 +Null/Empty: null:7,927,073, empty_str:359,897 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 196 (0.0%) + 'question': 86 (0.0%) + 'business': 78 (0.0%) + 'psn': 67 (0.0%) + 'xbox': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:7,887,464, str:2,680,028 +Null/Empty: null:7,887,464, empty_str:180,524 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 138 (0.0%) + 'Question': 54 (0.0%) + 'PS4': 46 (0.0%) + 'Article': 35 (0.0%) + 'Xbox': 33 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:97,557 (0.9%), false:10,469,935 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,421,086, dict:1,146,406 +Null/Empty: null:9,421,086 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,567,492/10,567,492 (100.0%) +Types: dict:10,567,492 +Null/Empty: empty_obj:9,475,137 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:102,859, avg:7.6 +Numeric std dev: 96.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:118, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 39 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:943,811 (8.9%), false:9,623,681 (91.1%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:6,651,830, NoneType:3,915,662 +Null/Empty: null:3,915,662 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,410,651 (81.3%) + 'promo_adult_nsfw': 571,163 (8.6%) + 'promo_specified': 418,996 (6.3%) + 'promo_adult': 133,758 (2.0%) + 'house_only': 65,437 (1.0%) + 'no_ads': 34,546 (0.5%) + 'promo_all': 17,279 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/cats/comments/7gqv9t/my_little_rose_trying_to_g...': 1 (0.0%) + '/r/AskReddit/comments/7gqvc2/in_the_current_climat...': 1 (0.0%) + '/r/AskReddit/comments/7gqvc3/what_ungilded_comment...': 1 (0.0%) + '/r/twitchstreams/comments/7gqvc4/battlefront_2/': 1 (0.0%) + '/r/RocketLeagueExchange/comments/7gqvc5/xbox_h_bla...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:0 (0.0%), false:10,567,492 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:1,512,329,913, max:1,515,399,834, avg:1515055562.1 +Numeric std dev: 882968.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,567,492/10,567,492 (100.0%) +Types: int:10,567,492 +Numeric values: 10,567,492 total +Numeric range: min:0, max:269,279, avg:58.1 +Numeric std dev: 1027.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,482,632, dict:1,084,860 +Null/Empty: null:9,482,632 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,567,492/10,567,492 (100.0%) +Types: dict:10,567,492 +Null/Empty: empty_obj:9,482,632 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +Null/Empty: empty_str:5,574,471 +String length avg: 376.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 454 (0.0%) + '[removed]': 381 (0.0%) + 'test2': 5 (0.0%) + 'I'm a 23 year old brunette trans woman looking for...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:68,931 (0.7%), false:10,498,561 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,567,492/10,567,492 (100.0%) +Types: bool:10,567,492 +Booleans: true:13,072 (0.1%), false:10,554,420 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,557,874, NoneType:9,618 +Null/Empty: null:9,618 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 39 (0.0%) + 't5_2s505': 17 (0.0%) + 't5_38unr': 15 (0.0%) + 't5_2szyo': 13 (0.0%) + 't5_3g4tc': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,567,492/10,567,492 (100.0%) +Types: NoneType:9,262,193, str:1,305,299 +Null/Empty: null:9,262,193 +String length avg: 6.4 +Unique strings tracked: 8 +String values distribution: + 'confidence': 664,175 (50.9%) + 'new': 267,708 (20.5%) + 'qa': 205,364 (15.7%) + 'top': 145,104 (11.1%) + 'old': 20,320 (1.6%) + 'controversial': 2,497 (0.2%) + 'random': 130 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,469, NoneType:23 +Null/Empty: null:23 +String length avg: 27.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,332 (0.0%) + 'self': 1,056 (0.0%) + 'nsfw': 166 (0.0%) + 'image': 48 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 56.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '24 [T4M] [Canada/Online] Artsy sub trans girl seek...': 4 (0.0%) + 'Back to the future: Celtics-76ers rivalry returns': 3 (0.0%) + 'Excellent Video exposing the AXA/Bilderberg funded...': 3 (0.0%) + '20:00 Supernatural (The CW)': 2 (0.0%) + '20 [F4M] Let me rate your Cock Babe! Snap me : Jol...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:10,567,492 +String length avg: 73.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.si.com/nba/2017/11/30/celtics-76ers-nb...': 3 (0.0%) + 'https://www.youtube.com/watch?v=6V365_59-Lc': 3 (0.0%) + 'http://www.usatv.ch/cw-live-stream.html': 2 (0.0%) + 'https://i.redd.it/knc4afjqb7101.jpg': 2 (0.0%) + 'https://www.reddit.com/r/denvernuggets/comments/7g...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,567,492/10,567,492 (100.0%) +Types: str:6,651,830, NoneType:3,915,662 +Null/Empty: null:3,915,662 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,283,122 (79.4%) + 'promo_adult_nsfw': 738,038 (11.1%) + 'promo_specified': 418,996 (6.3%) + 'promo_adult': 94,957 (1.4%) + 'house_only': 65,437 (1.0%) + 'no_ads': 34,546 (0.5%) + 'promo_all': 16,734 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,567,469/10,567,492 (100.0%) +Types: int:5,643,088, NoneType:4,924,381 +Null/Empty: null:4,924,381 +Numeric values: 5,643,088 total +Numeric range: min:1, max:140, avg:107.2 +Numeric std dev: 27.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,567,469/10,567,492 (100.0%) +Types: int:5,643,088, NoneType:4,924,381 +Null/Empty: null:4,924,381 +Numeric values: 5,643,088 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,557,874/10,567,492 (99.9%) +Types: str:10,557,874 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 39 (0.0%) + 'RotMG': 17 (0.0%) + 'The_Donald': 15 (0.0%) + 'Showerthoughts': 13 (0.0%) + 'RocketLeagueExchange': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 10,557,874/10,567,492 (99.9%) +Types: str:10,557,874 +String length avg: 6.3 +Unique strings tracked: 4 +String values distribution: + 'public': 9,353,654 (88.6%) + 'restricted': 1,011,663 (9.6%) + 'user': 192,517 (1.8%) + 'gold_restricted': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_note Occurrence: 9,560,790/10,567,492 (90.5%) +Types: NoneType:9,560,790 +Null/Empty: null:9,560,790 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_by Occurrence: 9,560,790/10,567,492 (90.5%) +Types: NoneType:9,560,790 +Null/Empty: null:9,560,790 + +──────────────────────────────────────────────────────────── +FIELD: mod_reason_title Occurrence: 9,560,790/10,567,492 (90.5%) +Types: NoneType:9,560,790 +Null/Empty: null:9,560,790 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,265,409/10,567,492 (40.4%) +Types: str:4,265,409 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 1,929,169 (45.2%) + 'image': 1,246,869 (29.2%) + 'rich:video': 566,377 (13.3%) + 'self': 484,747 (11.4%) + 'hosted:video': 34,172 (0.8%) + 'video': 4,075 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,265,409/10,567,492 (40.4%) +Types: dict:4,265,409 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 93,892/10,567,492 (0.9%) +Types: str:93,892 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7gtwjt': 10 (0.0%) + 't3_7gqp7w': 7 (0.0%) + 't3_7gsnkq': 6 (0.0%) + 't3_7grm0t': 4 (0.0%) + 't3_7fmqn4': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 93,892/10,567,492 (0.9%) +Types: list:93,892 +Null/Empty: empty_arr:739 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 28,068/10,567,492 (0.3%) +Types: bool:28,068 +Booleans: true:28,068 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,618 +Null/Empty: null:9,618 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,618 +Null/Empty: null:9,618 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 9,618/10,567,492 (0.1%) +Types: str:9,525, NoneType:93 +Null/Empty: null:93 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_8o1nns7': 69 (0.7%) + 't2_6uj74jr': 59 (0.6%) + 't2_166jaa': 57 (0.6%) + 't2_14ekny': 52 (0.5%) + 't2_7yoltou': 44 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: disable_comments Occurrence: 9,618/10,567,492 (0.1%) +Types: bool:9,618 +Booleans: true:6,049 (62.9%), false:3,569 (37.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,370, str:248 +Null/Empty: null:9,370 +String length avg: 16.5 +Unique strings tracked: 54 +Top 5 string values: + 'developer.ibm.com': 36 (14.5%) + 'www.amazon.com': 32 (12.9%) + 'store.sphero.com': 20 (8.1%) + 'www.hulu.com': 19 (7.7%) + 'ibm.biz': 12 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,523, str:95 +Null/Empty: null:9,523 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 91 (95.8%) + 'iframe': 4 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,523, str:95 +Null/Empty: null:9,523 +String length avg: 48.3 +Unique strings tracked: 35 +Top 5 string values: + 'https://www.youtube.com/watch?time_continue=2&...': 20 (21.1%) + 'https://www.youtube.com/watch?v=umiwSGObsOs': 18 (18.9%) + 'https://www.youtube.com/watch?v=xmkX9IfO80g': 4 (4.2%) + 'https://www.youtube.com/watch?v=wRVwdjmpWNM&fe...': 4 (4.2%) + 'https://youtu.be/HyVS1E2vFvc': 3 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 9,618/10,567,492 (0.1%) +Types: str:9,618 +String length avg: 70.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://startupsticker.com': 50 (0.5%) + 'https://www.amazon.com/Rage-Dragons-Evan-Winter-eb...': 22 (0.2%) + 'https://trendowner.com/collections/in-house/produc...': 14 (0.1%) + 'https://www.youtube.com/watch?v=mzjJTUMMrYU&li...': 12 (0.1%) + 'https://oganic.me/pages/hello-fellow-redditor': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 9,618/10,567,492 (0.1%) +Types: str:9,618 +Null/Empty: empty_str:1,866 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/hZw53OQd-9Yonz0S_...': 28 (0.4%) + 'https://a.thumbs.redditmedia.com/Za_4r7q8-z-8XHxhx...': 27 (0.3%) + 'https://b.thumbs.redditmedia.com/YNZgsr4OdG7eB2N_8...': 15 (0.2%) + 'https://a.thumbs.redditmedia.com/HuWKeDzpVhUOH6GdC...': 13 (0.2%) + 'https://b.thumbs.redditmedia.com/dmGCdWIIy5zKAsgp2...': 7 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,607, str:11 +Null/Empty: null:9,607 +String length avg: 9.0 +Unique strings tracked: 11 +Top 5 string values: + 't3_7gylr2': 1 (9.1%) + 't3_7hlgfy': 1 (9.1%) + 't3_7gzpo3': 1 (9.1%) + 't3_6subtn': 1 (9.1%) + 't3_7hudh7': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 9,618/10,567,492 (0.1%) +Types: bool:9,618 +Booleans: true:9,617 (100.0%), false:1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,618 +Null/Empty: null:9,618 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,607, str:11 +Null/Empty: null:9,607 +String length avg: 11.4 +Unique strings tracked: 5 +String values distribution: + 'MILD22011': 5 (45.5%) + 'AudiSportUSA': 3 (27.3%) + 'DisasterArtistMovie': 1 (9.1%) + 'MILD22011testsub': 1 (9.1%) + 'amccollum': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,607, str:11 +Null/Empty: null:9,607 +String length avg: 60.5 +Unique strings tracked: 7 +String values distribution: + 'https://www.reddit.com/user/MILD22011/': 3 (27.3%) + 'https://www.reddit.com/user/MILD22011': 3 (27.3%) + 'https://www.reddit.com/user/audisportusa': 1 (9.1%) + 'https://www.reddit.com/user/audisportusa/comments/...': 1 (9.1%) + 'https://ad.doubleclick.net/ddm/trackclk/N38312.131...': 1 (9.1%) + 'https://www.reddit.com/user/audisportusa/comments/...': 1 (9.1%) + 'http://www.philo.com': 1 (9.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 9,618/10,567,492 (0.1%) +Types: list:9,428, NoneType:190 +Null/Empty: null:190, empty_arr:9,239 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,591, str:27 +Null/Empty: null:9,591 +String length avg: 156.1 +Unique strings tracked: 11 +Top 5 string values: + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 7 (25.9%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 4 (14.8%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 3 (11.1%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 3 (11.1%) + 'http://bs.serving-sys.com/serving/adServer.bs?cn=d...': 3 (11.1%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 9,618/10,567,492 (0.1%) +Types: NoneType:9,617, str:1 +Null/Empty: null:9,617 +String length avg: 204.0 +Unique strings tracked: 1 +String values distribution: + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=nl...': 1 (100.0%) + +================================================================================ \ No newline at end of file diff --git a/analysis/original_schema_analysis/submissions/analysis_report_2018.txt b/analysis/original_schema_analysis/submissions/analysis_report_2018.txt new file mode 100644 index 0000000000000000000000000000000000000000..716974824ad6d55065906d20dfc46fd84b02c6ee --- /dev/null +++ b/analysis/original_schema_analysis/submissions/analysis_report_2018.txt @@ -0,0 +1,10543 @@ +JSONL FILES ANALYSIS REPORT +Directory: /mnt/test/decompressed/submissions/2018 +Analysis Started: 2026-01-15 07:46:59 +Total files to process: 12 +================================================================================ + + +================================================================================ +FILE: RS_2018-01.jsonl +Analysis Time: 2026-01-15 07:59:32 +================================================================================ +Total lines: 11,306,843 +Processed lines: 11,306,843 +Total unique fields: 73 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 285 (0.0%) + 'ImagesOfNetwork': 17 (0.0%) + 'AutoModerator': 14 (0.0%) + 'seksualios': 8 (0.0%) + 'BitcoinAllBot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:9,974,282, str:1,332,561 +Null/Empty: null:9,974,282, empty_str:178,438 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'hi': 78 (0.0%) + 'default': 33 (0.0%) + 'blue': 26 (0.0%) + 'new': 14 (0.0%) + 'PS4': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:9,807,282, str:1,499,561 +Null/Empty: null:9,807,282, empty_str:338,522 +String length avg: 19.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Text': 17 (0.0%) + 'https://steamcommunity.com/profiles/76561198801521...': 17 (0.0%) + 'Bot': 17 (0.0%) + 'New User': 15 (0.0%) + '300K Attendee': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:5,611,500 (49.6%), false:5,695,343 (50.4%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:7,151 (0.1%), false:11,299,692 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:1,514,764,800, max:1,517,443,199, avg:1516126182.1 +Numeric std dev: 770330.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:11,260,823, str:46,020 +Null/Empty: null:11,260,823 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 46,000 (100.0%) + 'admin': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 13.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 489 (0.0%) + 'imgur.com': 96 (0.0%) + 'i.imgur.com': 94 (0.0%) + 'youtube.com': 85 (0.0%) + 'self.AskReddit': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:10,875,495, float:431,348 +Booleans: true:0 (0.0%), false:10,875,495 (100.0%) +Numeric values: 431,348 total +Numeric range: min:1,514,764,966.0, max:1,518,606,437.0, avg:1516187366.1 +Numeric std dev: 802566.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:113, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 14 +Top 5 numeric values: + 0: 11,301,908 (100.0%) + 1: 4,485 (0.0%) + 2: 304 (0.0%) + 3: 73 (0.0%) + 4: 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:1,193 (0.0%), false:11,305,650 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7nbxvj': 1 (0.0%) + '7nbxvk': 1 (0.0%) + '7nbxvl': 1 (0.0%) + '7nbxvm': 1 (0.0%) + '7nbxvn': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:1,645,257 (14.6%), false:9,661,586 (85.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:4,759,575 (42.1%), false:6,547,268 (57.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:86,945 (0.8%), false:11,219,898 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:8,535,497, str:2,771,346 +Null/Empty: null:8,535,497, empty_str:379,636 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 176 (0.0%) + 'question': 99 (0.0%) + 'removed': 68 (0.0%) + 'red': 65 (0.0%) + 'xbox': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:8,484,681, str:2,822,162 +Null/Empty: null:8,484,681, empty_str:199,629 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 150 (0.0%) + 'Question': 84 (0.0%) + 'PS4': 53 (0.0%) + 'Video': 45 (0.0%) + 'Trade': 40 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:101,399 (0.9%), false:11,205,444 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:10,035,384, dict:1,271,459 +Null/Empty: null:10,035,384 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 11,306,843/11,306,843 (100.0%) +Types: dict:11,306,843 +Null/Empty: empty_obj:10,119,324 + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:70,990, avg:7.7 +Numeric std dev: 94.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:139, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 43 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:1,042,694 (9.2%), false:10,264,149 (90.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:6,974,569, NoneType:4,332,274 +Null/Empty: null:4,332,274 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,611,500 (80.5%) + 'promo_adult_nsfw': 619,281 (8.9%) + 'promo_specified': 467,026 (6.7%) + 'promo_adult': 140,218 (2.0%) + 'house_only': 65,148 (0.9%) + 'no_ads': 36,846 (0.5%) + 'promo_all': 34,550 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 68.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/teenagers/comments/7nbxvj/uk_new_years_eve_yay/': 1 (0.0%) + '/r/Sino/comments/7nbxvk/global_growth/': 1 (0.0%) + '/r/pcmasterrace/comments/7nbxvl/first_build_how_do...': 1 (0.0%) + '/r/legaladvice/comments/7nbxvm/california_roommate...': 1 (0.0%) + '/r/dadjokes/comments/7nbxvn/is_this_sub_still_acti...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:0 (0.0%), false:11,306,843 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:1,518,480,156, max:1,518,610,001, avg:1518545128.1 +Numeric std dev: 37755.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 11,306,843/11,306,843 (100.0%) +Types: int:11,306,843 +Numeric values: 11,306,843 total +Numeric range: min:0, max:201,193, avg:57.4 +Numeric std dev: 1020.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:10,048,738, dict:1,258,105 +Null/Empty: null:10,048,738 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 11,306,843/11,306,843 (100.0%) +Types: dict:11,306,843 +Null/Empty: empty_obj:10,132,677 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +Null/Empty: empty_str:6,064,647 +String length avg: 363.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 566 (0.0%) + '[removed]': 341 (0.0%) + 'http://steamcommunity.com/id/TubaFastLevel': 7 (0.0%) + 'test2': 5 (0.0%) + 'steamcommunity.com/id/LovelyBots/': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:57,174 (0.5%), false:11,249,669 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 11,306,843/11,306,843 (100.0%) +Types: bool:11,306,843 +Booleans: true:9,637 (0.1%), false:11,297,206 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 36 (0.0%) + 'me_irl': 19 (0.0%) + 'RocketLeagueExchange': 19 (0.0%) + 'teenagers': 18 (0.0%) + 'The_Donald': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 36 (0.0%) + 't5_2vegg': 19 (0.0%) + 't5_3g4tc': 19 (0.0%) + 't5_2rjli': 18 (0.0%) + 't5_38unr': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 9,898,083 (87.5%) + 'restricted': 1,110,926 (9.8%) + 'user': 297,637 (2.6%) + 'private': 166 (0.0%) + 'gold_restricted': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 11,306,843/11,306,843 (100.0%) +Types: NoneType:9,874,316, str:1,432,527 +Null/Empty: null:9,874,316 +String length avg: 6.1 +Unique strings tracked: 7 +String values distribution: + 'confidence': 665,759 (46.5%) + 'qa': 305,733 (21.3%) + 'new': 278,647 (19.5%) + 'top': 162,754 (11.4%) + 'old': 15,646 (1.1%) + 'controversial': 3,866 (0.3%) + 'random': 122 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,709, NoneType:134 +Null/Empty: null:134 +String length avg: 28.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,291 (0.0%) + 'self': 1,172 (0.0%) + 'nsfw': 142 (0.0%) + 'image': 46 (0.0%) + 'spoiler': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 56.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 6 (0.0%) + 'Happy New Year!': 3 (0.0%) + 'me_irl': 3 (0.0%) + ':)': 3 (0.0%) + 'Happy new year lads': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:11,306,843 +String length avg: 73.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/e8g26vhzjc701.jpg': 3 (0.0%) + 'https://i.redd.it/4l9mtmqqjc701.jpg': 3 (0.0%) + 'https://i.imgur.com/cfh4p6Z.gifv': 3 (0.0%) + 'https://www.reddit.com/r/nba/comments/7nbxvz/game_...': 2 (0.0%) + 'https://pa1.narvii.com/6220/d07928221b70530324a21e...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 11,306,843/11,306,843 (100.0%) +Types: str:6,974,569, NoneType:4,332,274 +Null/Empty: null:4,332,274 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,536,611 (79.4%) + 'promo_adult_nsfw': 712,930 (10.2%) + 'promo_specified': 467,026 (6.7%) + 'promo_adult': 122,100 (1.8%) + 'house_only': 65,148 (0.9%) + 'no_ads': 36,846 (0.5%) + 'promo_all': 33,908 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 11,306,709/11,306,843 (100.0%) +Types: int:6,217,926, NoneType:5,088,783 +Null/Empty: null:5,088,783 +Numeric values: 6,217,926 total +Numeric range: min:1, max:140, avg:106.9 +Numeric std dev: 27.8 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 11,306,709/11,306,843 (100.0%) +Types: int:6,217,926, NoneType:5,088,783 +Null/Empty: null:5,088,783 +Numeric values: 6,217,926 total +Numeric range: min:1, max:140, avg:139.2 +Numeric std dev: 8.1 +Unique numbers tracked: 68 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,687,883/11,306,843 (41.5%) +Types: str:4,687,883 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,145,133 (45.8%) + 'image': 1,358,067 (29.0%) + 'rich:video': 613,418 (13.1%) + 'self': 514,363 (11.0%) + 'hosted:video': 53,365 (1.1%) + 'video': 3,537 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,687,883/11,306,843 (41.5%) +Types: dict:4,687,883 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 118,605/11,306,843 (1.0%) +Types: str:118,605 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7ne0xj': 8 (0.0%) + 't3_7mhne0': 6 (0.0%) + 't3_7m416y': 5 (0.0%) + 't3_7mstsw': 4 (0.0%) + 't3_7n8dwz': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 118,605/11,306,843 (1.0%) +Types: list:118,605 +Null/Empty: empty_arr:1,063 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 33,113/11,306,843 (0.3%) +Types: bool:33,113 +Booleans: true:33,113 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 10,270/11,306,843 (0.1%) +Types: str:10,180, NoneType:90 +Null/Empty: null:90 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_md88lff': 29 (0.3%) + 't2_12pg61': 27 (0.3%) + 't2_qn8gnq5': 27 (0.3%) + 't2_9el8fsc': 25 (0.2%) + 't2_qeu2dzp': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,123, str:147 +Null/Empty: null:10,123 +String length avg: 16.6 +Unique strings tracked: 37 +Top 5 string values: + 'i.redd.it': 16 (10.9%) + 'www.cc.com': 11 (7.5%) + 'www.apartmentlist.com': 11 (7.5%) + 'www.bandainamcoent.com': 11 (7.5%) + 'hackreactor.com': 9 (6.1%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,205, str:65 +Null/Empty: null:10,205 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 54 (83.1%) + 'iframe': 11 (16.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,205, str:65 +Null/Empty: null:10,205 +String length avg: 40.7 +Unique strings tracked: 40 +Top 5 string values: + 'https://www.youtube.com/watch?v=UGh1YpDiQ50': 6 (9.2%) + 'https://www.youtube.com/watch?v=Vg5zRxLErnw': 5 (7.7%) + 'https://www.youtube.com/watch?v=8Dj99Rc_854': 4 (6.2%) + 'https://i.redd.it/wkadq75sfx701.jpg': 3 (4.6%) + 'https://www.youtube.com/watch?v=i6U4xP4H2rY': 3 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 10,270/11,306,843 (0.1%) +Types: list:10,270 +Null/Empty: empty_arr:10,270 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 10,270/11,306,843 (0.1%) +Types: list:10,270 +Null/Empty: empty_arr:10,270 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 10,270/11,306,843 (0.1%) +Types: str:10,270 +String length avg: 65.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.aigaming.com/?utm_source=TH99&utm_...': 12 (0.1%) + 'https://www.twitch.tv/paladinsgame': 11 (0.1%) + 'http://dashinformer.com': 10 (0.1%) + 'http://www.clickjob.org/resumeinterview': 10 (0.1%) + 'https://www.airnewzealand.com.au/cheap-flights-to-...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 10,270/11,306,843 (0.1%) +Types: bool:10,270 +Booleans: true:0 (0.0%), false:10,270 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 10,270/11,306,843 (0.1%) +Types: str:10,270 +Null/Empty: empty_str:1,821 +String length avg: 80.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://b.thumbs.redditmedia.com/6zPf5pPHo_yLbW6Y6...': 12 (0.1%) + 'https://b.thumbs.redditmedia.com/1bhbUNsxgN0zfxw7e...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/T3nCtPcWsTGvpv6KO...': 6 (0.1%) + 'https://b.thumbs.redditmedia.com/CShcPxIV_otagOeyn...': 5 (0.1%) + 'https://b.thumbs.redditmedia.com/Ioo47lduRx15I8GiS...': 5 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 't3_7p8px9': 1 (33.3%) + 't3_7p8olf': 1 (33.3%) + 't3_7qvdr1': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 10,270/11,306,843 (0.1%) +Types: dict:10,270 +Null/Empty: empty_obj:10,270 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 10,270/11,306,843 (0.1%) +Types: bool:10,270 +Booleans: true:10,270 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 11.0 +Unique strings tracked: 1 +String values distribution: + 'FX_Official': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 131.0 +Unique strings tracked: 2 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackclk/N494401.13...': 2 (66.7%) + 'https://www.youtube.com/watch?v=gr9L5h_Rq7I': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 10,270/11,306,843 (0.1%) +Types: list:10,070, NoneType:200 +Null/Empty: null:200, empty_arr:9,944 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,267, str:3 +Null/Empty: null:10,267 +String length avg: 160.3 +Unique strings tracked: 2 +String values distribution: + 'https://ad.doubleclick.net/ddm/trackimp/N494401.13...': 2 (66.7%) + 'https://secure-gl.imrworldwide.com/cgi-bin/m?ci=ad...': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 10,270/11,306,843 (0.1%) +Types: NoneType:10,270 +Null/Empty: null:10,270 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 72/11,306,843 (0.0%) +Types: NoneType:72 +Null/Empty: null:72 + +================================================================================ + +================================================================================ +FILE: RS_2018-02.jsonl +Analysis Time: 2026-01-15 08:11:49 +================================================================================ +Total lines: 10,567,231 +Processed lines: 10,567,231 +Total unique fields: 75 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 296 (0.0%) + 'personaontherun': 18 (0.0%) + 'ImagesOfNetwork': 12 (0.0%) + 'andix3': 11 (0.0%) + 'removalbot': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,350,898, str:1,216,333 +Null/Empty: null:9,350,898, empty_str:173,748 +String length avg: 7.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 60 (0.0%) + 'hi': 36 (0.0%) + 'blue': 22 (0.0%) + 'Training': 12 (0.0%) + 'new': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,189,903, str:1,377,328 +Null/Empty: null:9,189,903, empty_str:312,073 +String length avg: 19.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'ASE Master Technician': 16 (0.0%) + 'Official Bot': 14 (0.0%) + 'https://steamcommunity.com/profiles/76561198810825...': 14 (0.0%) + 'https://steamcommunity.com/profiles/76561198810642...': 13 (0.0%) + 'Text': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:5,104,636 (48.3%), false:5,462,595 (51.7%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:6,028 (0.1%), false:10,561,203 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:1,517,443,200, max:1,519,862,399, avg:1518678652.8 +Numeric std dev: 703991.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:10,523,719, str:43,512 +Null/Empty: null:10,523,719 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 43,483 (99.9%) + 'admin': 29 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 390 (0.0%) + 'i.imgur.com': 92 (0.0%) + 'youtube.com': 92 (0.0%) + 'imgur.com': 84 (0.0%) + 'self.AskReddit': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,181,339, float:385,892 +Booleans: true:0 (0.0%), false:10,181,339 (100.0%) +Numeric values: 385,892 total +Numeric range: min:1,517,443,402.0, max:1,520,609,414.0, avg:1518721282.7 +Numeric std dev: 721496.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:17, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 10,562,704 (100.0%) + 1: 4,175 (0.0%) + 2: 234 (0.0%) + 3: 67 (0.0%) + 4: 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:1,547 (0.0%), false:10,565,684 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '7ueit6': 1 (0.0%) + '7ueit7': 1 (0.0%) + '7ueit9': 1 (0.0%) + '7ueita': 1 (0.0%) + '7ueitb': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:1,646,350 (15.6%), false:8,920,881 (84.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:4,410,057 (41.7%), false:6,157,174 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:87,850 (0.8%), false:10,479,381 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:8,018,069, str:2,549,162 +Null/Empty: null:8,018,069, empty_str:341,324 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 185 (0.0%) + 'question': 108 (0.0%) + 'xbox': 70 (0.0%) + 'national': 59 (0.0%) + 'politics': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:7,967,291, str:2,599,940 +Null/Empty: null:7,967,291, empty_str:181,246 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 142 (0.0%) + 'Question': 75 (0.0%) + 'Xbox': 46 (0.0%) + 'PS4': 40 (0.0%) + 'Trade': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:93,449 (0.9%), false:10,473,782 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,420,057, dict:1,147,174 +Null/Empty: null:9,420,057 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 10,567,231/10,567,231 (100.0%) +Types: dict:10,567,231 +Null/Empty: empty_obj:9,504,854 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:6,691,368 (63.3%), false:3,875,863 (36.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:517,003, avg:7.8 +Numeric std dev: 183.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:47, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 41 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:918,680 (8.7%), false:9,648,551 (91.3%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:6,401,510, NoneType:4,165,721 +Null/Empty: null:4,165,721 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,104,636 (79.7%) + 'promo_adult_nsfw': 569,281 (8.9%) + 'promo_specified': 423,297 (6.6%) + 'promo_adult': 131,120 (2.0%) + 'no_ads': 78,214 (1.2%) + 'house_only': 61,314 (1.0%) + 'promo_all': 33,648 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 68.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/TranscribersOfReddit/comments/7ueit6/toomeirlfo...': 1 (0.0%) + '/r/WarshipPorn/comments/7ueit7/electromagnetic_rai...': 1 (0.0%) + '/r/AskReddit/comments/7ueit9/redditors_who_have_a_...': 1 (0.0%) + '/r/oceans/comments/7ueita/george_lives_on_the_stre...': 1 (0.0%) + '/r/Calligraphy/comments/7ueitb/word_of_the_day_jan...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:0 (0.0%), false:10,567,231 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:1,520,467,337, max:1,520,611,927, avg:1520540800.7 +Numeric std dev: 42321.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 10,567,231/10,567,231 (100.0%) +Types: int:10,567,231 +Numeric values: 10,567,231 total +Numeric range: min:0, max:210,321, avg:63.0 +Numeric std dev: 1019.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,420,057, dict:1,147,174 +Null/Empty: null:9,420,057 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 10,567,231/10,567,231 (100.0%) +Types: dict:10,567,231 +Null/Empty: empty_obj:9,504,854 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +Null/Empty: empty_str:5,702,864 +String length avg: 353.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 571 (0.0%) + '[removed]': 329 (0.0%) + '**Bot** : [Add Me On Steam!](http://steamcommunity...': 5 (0.0%) + '**Bot** : [Add Me On Steam!](http://steamcommunity...': 4 (0.0%) + '**Bot** : [Add Me On Steam!](http://steamcommunity...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:8,229,551 (77.9%), false:2,337,680 (22.1%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,121, NoneType:110 +Null/Empty: null:110 +Booleans: true:52,342 (0.5%), false:10,514,779 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 10,567,231/10,567,231 (100.0%) +Types: bool:10,567,231 +Booleans: true:9,679 (0.1%), false:10,557,552 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 48 (0.0%) + 'SteamTradingCards': 21 (0.0%) + 'thenewsrightnow': 18 (0.0%) + 'Ice_Poseidon': 15 (0.0%) + 'The_Donald': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 48 (0.0%) + 't5_2x961': 21 (0.0%) + 't5_3itg7': 18 (0.0%) + 't5_3aelr': 15 (0.0%) + 't5_38unr': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 9,173,031 (86.8%) + 'restricted': 1,035,386 (9.8%) + 'user': 358,487 (3.4%) + 'private': 307 (0.0%) + 'gold_restricted': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 10,567,231/10,567,231 (100.0%) +Types: NoneType:9,236,364, str:1,330,867 +Null/Empty: null:9,236,364 +String length avg: 5.7 +Unique strings tracked: 8 +String values distribution: + 'confidence': 557,933 (41.9%) + 'qa': 365,430 (27.5%) + 'new': 253,891 (19.1%) + 'top': 137,245 (10.3%) + 'old': 12,803 (1.0%) + 'controversial': 3,440 (0.3%) + 'random': 121 (0.0%) + 'live': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,165, NoneType:66 +Null/Empty: null:66 +String length avg: 29.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,317 (0.0%) + 'self': 1,117 (0.0%) + 'nsfw': 161 (0.0%) + 'image': 49 (0.0%) + 'https://b.thumbs.redditmedia.com/16DMG_oGuwuTygJob...': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 58.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Top 5 Best Cryptocurrency Hardware Wallets For 201...': 6 (0.0%) + 'Lakers fans in Seattle/PNW: Lakers Legend Elgin Ba...': 3 (0.0%) + 'Parklife 2018 Lineup': 3 (0.0%) + 'Get in there': 3 (0.0%) + 'Weird fiction novels that are not compendiums of s...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:10,567,231 +String length avg: 73.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://usethebitcoin.com/top-5-best-cryptocurrenc...': 6 (0.0%) + 'https://timedotcom.files.wordpress.com/2018/01/rai...': 3 (0.0%) + 'https://i.redd.it/zsp29m08shd01.jpg': 3 (0.0%) + 'https://imgur.com/a/CzgE5': 3 (0.0%) + 'https://gfycat.com/BelatedShabbyCatfish': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 10,567,231/10,567,231 (100.0%) +Types: str:6,401,510, NoneType:4,165,721 +Null/Empty: null:4,165,721 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 4,981,166 (77.8%) + 'promo_adult_nsfw': 731,174 (11.4%) + 'promo_specified': 423,297 (6.6%) + 'promo_adult': 93,800 (1.5%) + 'no_ads': 78,214 (1.2%) + 'house_only': 61,314 (1.0%) + 'promo_all': 32,545 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 10,567,165/10,567,231 (100.0%) +Types: int:5,843,754, NoneType:4,723,411 +Null/Empty: null:4,723,411 +Numeric values: 5,843,754 total +Numeric range: min:1, max:140, avg:107.4 +Numeric std dev: 27.9 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 10,567,165/10,567,231 (100.0%) +Types: int:5,843,754, NoneType:4,723,411 +Null/Empty: null:4,723,411 +Numeric values: 5,843,754 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.2 +Unique numbers tracked: 67 + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,456,811/10,567,231 (42.2%) +Types: str:4,456,811 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,037,028 (45.7%) + 'image': 1,337,454 (30.0%) + 'rich:video': 568,401 (12.8%) + 'self': 455,860 (10.2%) + 'hosted:video': 56,559 (1.3%) + 'video': 1,509 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,456,811/10,567,231 (42.2%) +Types: dict:4,456,811 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 157,720/10,567,231 (1.5%) +Types: str:157,720 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_7uca4c': 14 (0.0%) + 't3_7ud43h': 12 (0.0%) + 't3_7udo61': 10 (0.0%) + 't3_7ua40e': 7 (0.0%) + 't3_7u6bs7': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 157,720/10,567,231 (1.5%) +Types: list:157,720 +Null/Empty: empty_arr:1,994 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 29,117/10,567,231 (0.3%) +Types: bool:29,117 +Booleans: true:29,117 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 11,176/10,567,231 (0.1%) +Types: str:11,105, NoneType:71 +Null/Empty: null:71 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_skflesz': 67 (0.6%) + 't2_khvval5': 40 (0.4%) + 't2_up2sn1s': 33 (0.3%) + 't2_4en2rkw': 31 (0.3%) + 't2_dx9g8': 31 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:8,615, str:2,561 +Null/Empty: null:8,615 +String length avg: 22.5 +Unique strings tracked: 985 +Top 5 string values: + 'undefined': 145 (5.7%) + 'reddit.com/r/NetflixViaVPN': 145 (5.7%) + 'www.tiaracle.com': 143 (5.6%) + 'null': 93 (3.6%) + 'www.smiledirectclub.com': 45 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,093, str:83 +Null/Empty: null:11,093 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 47 (56.6%) + 'iframe': 36 (43.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,093, str:83 +Null/Empty: null:11,093 +String length avg: 50.0 +Unique strings tracked: 34 +Top 5 string values: + 'https://www.tbs.com/videos/embed/final-space-embed': 15 (18.1%) + 'https://www.youtube.com/watch?v=F9I03XXepiU&fe...': 8 (9.6%) + 'https://d2edvleactrkkb.cloudfront.net/': 6 (7.2%) + 'https://player.wbur.org/endlessthread/2018/01/12/n...': 4 (4.8%) + 'https://player.wbur.org/endlessthread/2018/02/02/a...': 4 (4.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 11,176/10,567,231 (0.1%) +Types: list:11,176 +Null/Empty: empty_arr:11,176 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 11,176/10,567,231 (0.1%) +Types: list:11,176 +Null/Empty: empty_arr:11,176 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 11,176/10,567,231 (0.1%) +Types: str:11,176 +String length avg: 69.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://t.me/CurrentCRNC': 23 (0.2%) + 'https://www.reddit.com/r/Achain_Official/': 21 (0.2%) + 'https://www.theviralswag.com/store/p36/ThatsNoMoon...': 15 (0.1%) + 'https://www.theworldgeneralstore.com/collections/h...': 12 (0.1%) + 'https://www.queerchocolatier.com/valentines-day/va...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 11,176/10,567,231 (0.1%) +Types: bool:11,176 +Booleans: true:0 (0.0%), false:11,176 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 11,176/10,567,231 (0.1%) +Types: str:11,176 +Null/Empty: empty_str:1,814 +String length avg: 84.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/gPm6_i_X26A2...': 23 (0.2%) + 'https://reddit-image.s3.amazonaws.com/lw_r0YS5qmu3...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/R3wWcMkaM7yI...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/cbfciP3mcdtj...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/wO4Fy97VLdIu...': 6 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 11,176/10,567,231 (0.1%) +Types: dict:11,176 +Null/Empty: empty_obj:11,176 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 11,176/10,567,231 (0.1%) +Types: bool:11,176 +Booleans: true:11,176 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 11,176/10,567,231 (0.1%) +Types: list:11,040, NoneType:136 +Null/Empty: null:136, empty_arr:10,896 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 11,176/10,567,231 (0.1%) +Types: NoneType:11,176 +Null/Empty: null:11,176 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 356/10,567,231 (0.0%) +Types: NoneType:356 +Null/Empty: null:356 + +================================================================================ + +================================================================================ +FILE: RS_2018-03.jsonl +Analysis Time: 2026-01-15 08:26:39 +================================================================================ +Total lines: 12,022,694 +Processed lines: 12,022,694 +Total unique fields: 113 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 346 (0.0%) + 'penhil': 10 (0.0%) + 'ImagesOfNetwork': 9 (0.0%) + 'bubblr': 6 (0.0%) + 'DanzaBot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:6,414,530, NoneType:5,608,164 +Null/Empty: null:5,608,164, empty_str:5,234,239 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 81 (0.0%) + 'hi': 29 (0.0%) + 'flair-default': 24 (0.0%) + 'blue': 19 (0.0%) + 'MURICA': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:6,488,036, NoneType:5,534,658 +Null/Empty: null:5,534,658, empty_str:5,275,759 +String length avg: 18.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 21 (0.0%) + 'Supreme Bot Overlord': 14 (0.0%) + 'Beep Beep Boop': 14 (0.0%) + 'Bot': 13 (0.0%) + 'ASE Master Technician': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:10,226,571 (85.1%), false:1,796,123 (14.9%) + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:6,348 (0.1%), false:12,016,346 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:1,519,862,400, max:1,522,540,799, avg:1521215103.7 +Numeric std dev: 772341.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:11,966,067, str:56,627 +Null/Empty: null:11,966,067 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 56,578 (99.9%) + 'admin': 49 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 13.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 422 (0.0%) + 'youtube.com': 87 (0.0%) + 'i.imgur.com': 85 (0.0%) + 'imgur.com': 63 (0.0%) + 'self.AskReddit': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:11,602,290, float:420,404 +Booleans: true:0 (0.0%), false:11,602,290 (100.0%) +Numeric values: 420,404 total +Numeric range: min:1,519,862,619.0, max:1,530,318,393.0, avg:1521238591.8 +Numeric std dev: 766978.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:69, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 16 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:148,951 (1.2%), false:11,873,743 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '810wzm': 1 (0.0%) + '810wzn': 1 (0.0%) + '810wzo': 1 (0.0%) + '810wzp': 1 (0.0%) + '810wzq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:2,037,464 (16.9%), false:9,985,230 (83.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:4,736,751 (39.4%), false:7,285,943 (60.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:109,250 (0.9%), false:11,913,444 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:9,181,752, str:2,840,942 +Null/Empty: null:9,181,752, empty_str:381,700 +String length avg: 6.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 175 (0.0%) + 'question': 128 (0.0%) + 'trade': 78 (0.0%) + 'xbox': 73 (0.0%) + 'help': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:9,119,246, str:2,903,448 +Null/Empty: null:9,119,246, empty_str:198,302 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 146 (0.0%) + 'Question': 91 (0.0%) + 'Trade': 48 (0.0%) + 'Xbox': 40 (0.0%) + 'PS4': 38 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:113,897 (0.9%), false:11,908,797 (99.1%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:10,759,293, dict:1,263,401 +Null/Empty: null:10,759,293 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,022,694/12,022,694 (100.0%) +Types: dict:12,022,694 +Null/Empty: empty_obj:10,863,613 + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:7,632,055 (63.5%), false:4,390,639 (36.5%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:37,325, avg:7.4 +Numeric std dev: 74.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:141, avg:0.0 +Numeric std dev: 0.2 +Unique numbers tracked: 47 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:1,000,999 (8.3%), false:11,021,695 (91.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:7,180,560, NoneType:4,842,134 +Null/Empty: null:4,842,134 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,709,676 (79.5%) + 'promo_adult_nsfw': 607,760 (8.5%) + 'promo_specified': 399,057 (5.6%) + 'promo_adult': 142,552 (2.0%) + 'house_only': 141,619 (2.0%) + 'no_ads': 137,485 (1.9%) + 'promo_all': 42,411 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 67.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/relationships/comments/810wzm/my23f_boyfriend_2...': 1 (0.0%) + '/r/GunsAreCool/comments/810wzn/intoxicated_gunowne...': 1 (0.0%) + '/r/AutoNewspaper/comments/810wzo/world_aussie_bene...': 1 (0.0%) + '/r/Polistan/comments/810wzp/merkel_says_germany_ha...': 1 (0.0%) + '/r/Showerthoughts/comments/810wzq/who_saw_a_chicke...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:0 (0.0%), false:12,022,694 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:1,522,235,720, max:1,530,811,885, avg:1522378447.2 +Numeric std dev: 336100.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:256,841, avg:61.8 +Numeric std dev: 986.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:10,759,293, dict:1,263,401 +Null/Empty: null:10,759,293 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,022,694/12,022,694 (100.0%) +Types: dict:12,022,694 +Null/Empty: empty_obj:10,863,613 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +Null/Empty: empty_str:6,754,226 +String length avg: 374.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 655 (0.0%) + '[removed]': 311 (0.0%) + 'I have completed an elite treasure trail. + +': 8 (0.0%) + 'I found a crystal triskelion fragment. + +': 5 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:9,350,300 (77.8%), false:2,672,394 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:62,428 (0.5%), false:11,960,266 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,022,694/12,022,694 (100.0%) +Types: bool:12,022,694 +Booleans: true:17,678 (0.1%), false:12,005,016 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 30 (0.0%) + 'FortNiteBR': 19 (0.0%) + 'Overwatch': 18 (0.0%) + 'funny': 13 (0.0%) + 'Showerthoughts': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 30 (0.0%) + 't5_3oeyf': 19 (0.0%) + 't5_2u5kl': 18 (0.0%) + 't5_2qh33': 13 (0.0%) + 't5_2szyo': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 12,022,694/12,022,694 (100.0%) +Types: int:12,022,694 +Numeric values: 12,022,694 total +Numeric range: min:0, max:23,282,296, avg:1393613.9 +Numeric std dev: 4400637.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 6.4 +Unique strings tracked: 5 +String values distribution: + 'public': 10,127,960 (84.2%) + 'restricted': 1,353,268 (11.3%) + 'user': 541,257 (4.5%) + 'private': 177 (0.0%) + 'gold_restricted': 32 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,022,694/12,022,694 (100.0%) +Types: NoneType:10,340,367, str:1,682,327 +Null/Empty: null:10,340,367 +String length avg: 5.3 +Unique strings tracked: 7 +String values distribution: + 'confidence': 627,057 (37.3%) + 'qa': 549,618 (32.7%) + 'new': 301,950 (17.9%) + 'top': 186,279 (11.1%) + 'old': 12,561 (0.7%) + 'controversial': 4,737 (0.3%) + 'random': 125 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,614, NoneType:80 +Null/Empty: null:80 +String length avg: 29.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,364 (0.0%) + 'self': 1,072 (0.0%) + 'nsfw': 163 (0.0%) + 'image': 48 (0.0%) + 'spoiler': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +Null/Empty: empty_str:1 +String length avg: 55.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Hard': 5 (0.0%) + 'Super Mario Odyssey - FINALE Part 2: Bowser's True...': 4 (0.0%) + 'Weird Lights': 4 (0.0%) + 'I irl': 4 (0.0%) + '[f]House work with no pants! Squats are paying off': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:12,022,694 +String length avg: 73.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://thumbs.gfycat.com/OptimalFlamboyantFlatcoa...': 5 (0.0%) + 'https://www.youtube.com/watch?v=TU2MYahPEcI': 4 (0.0%) + 'https://i.imgur.com/qrP6sKo.jpg': 3 (0.0%) + 'https://i.redd.it/50gopx5rl1j01.jpg': 3 (0.0%) + 'https://images.adsttc.com/media/images/5a20/10c0/b...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,022,694/12,022,694 (100.0%) +Types: str:7,180,560, NoneType:4,842,134 +Null/Empty: null:4,842,134 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,576,952 (77.7%) + 'promo_adult_nsfw': 782,431 (10.9%) + 'promo_specified': 399,057 (5.6%) + 'house_only': 141,619 (2.0%) + 'no_ads': 137,485 (1.9%) + 'promo_adult': 101,966 (1.4%) + 'promo_all': 41,050 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,022,614/12,022,694 (100.0%) +Types: int:6,720,119, NoneType:5,302,495 +Null/Empty: null:5,302,495 +Numeric values: 6,720,119 total +Numeric range: min:1, max:140, avg:107.4 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,022,614/12,022,694 (100.0%) +Types: int:6,720,119, NoneType:5,302,495 +Null/Empty: null:5,302,495 +Numeric values: 6,720,119 total +Numeric range: min:1, max:140, avg:138.7 +Numeric std dev: 9.9 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: brand_safe Occurrence: 12,013,112/12,022,694 (99.9%) +Types: bool:12,013,112 +Booleans: true:5,708,233 (47.5%), false:6,304,879 (52.5%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,114,744/12,022,694 (42.5%) +Types: str:5,114,744 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,328,309 (45.5%) + 'image': 1,597,924 (31.2%) + 'rich:video': 629,212 (12.3%) + 'self': 486,029 (9.5%) + 'hosted:video': 70,695 (1.4%) + 'video': 2,575 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,114,744/12,022,694 (42.5%) +Types: dict:5,114,744 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 203,951/12,022,694 (1.7%) +Types: str:203,951 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_80zpn2': 24 (0.0%) + 't3_80zz5q': 18 (0.0%) + 't3_80xg4n': 11 (0.0%) + 't3_8118t6': 9 (0.0%) + 't3_8121bj': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 203,951/12,022,694 (1.7%) +Types: list:203,951 +Null/Empty: empty_arr:1,179 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 44,441/12,022,694 (0.4%) +Types: bool:44,441 +Booleans: true:44,441 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 13,133/12,022,694 (0.1%) +Types: str:13,086, NoneType:47 +Null/Empty: null:47 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_d6m2q36': 76 (0.6%) + 't2_e42lc': 42 (0.3%) + 't2_nxktmxn': 33 (0.3%) + 't2_16nwb7b': 27 (0.2%) + 't2_h434x8x': 25 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 13,133/12,022,694 (0.1%) +Types: str:9,119, NoneType:4,014 +Null/Empty: null:4,014 +String length avg: 25.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.tiaracle.com': 42 (0.5%) + 'https://cloudgodstar.com/Freecam': 28 (0.3%) + 'www.cwtv.com': 24 (0.3%) + 'Digify.com': 24 (0.3%) + 'www.hulu.com': 23 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,007, str:126 +Null/Empty: null:13,007 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 98 (77.8%) + 'iframe': 28 (22.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,007, str:126 +Null/Empty: null:13,007 +String length avg: 50.8 +Unique strings tracked: 58 +Top 5 string values: + 'https://www.youtube.com/watch?v=LgoNM5UOnhw': 25 (19.8%) + 'https://i.redditmedia.com/PJvXHU9OKnIDtobSeF_-k6wL...': 7 (5.6%) + 'https://www.youtube.com/watch?v=8JlL5LKBlDw': 6 (4.8%) + 'https://i.redd.it/odd6z73uyen01.jpg': 5 (4.0%) + 'https://i.redd.it/pk3i8wiqyen01.jpg': 4 (3.2%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 13,133/12,022,694 (0.1%) +Types: list:13,133 +Null/Empty: empty_arr:13,133 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 13,133/12,022,694 (0.1%) +Types: list:13,133 +Null/Empty: empty_arr:13,133 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 13,133/12,022,694 (0.1%) +Types: str:13,133 +String length avg: 76.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://cloudgodstar.com/Freecam': 29 (0.2%) + 'https://app.adjust.com/zgefnx': 19 (0.1%) + 'https://bs.serving-sys.com/serving/adServer.bs?cn=...': 15 (0.1%) + 'https://www.wealthsimple.com/reddit': 13 (0.1%) + 'https://www.tiaracle.com/collections/antarctica': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 13,133/12,022,694 (0.1%) +Types: bool:13,133 +Booleans: true:0 (0.0%), false:13,133 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 13,133/12,022,694 (0.1%) +Types: str:13,133 +Null/Empty: empty_str:1,841 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/sIjmxa7uZP9A...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/cZ6-osQ9DgM_...': 13 (0.1%) + 'https://reddit-image.s3.amazonaws.com/zW4xviVfqd4V...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/pUqeSi2xHHoF...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/vnioh6lBNbUW...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 13,133/12,022,694 (0.1%) +Types: dict:13,133 +Null/Empty: empty_obj:13,133 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 13,133/12,022,694 (0.1%) +Types: bool:13,133 +Booleans: true:13,133 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 13,133/12,022,694 (0.1%) +Types: list:12,880, NoneType:253 +Null/Empty: null:253, empty_arr:12,656 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 13,133/12,022,694 (0.1%) +Types: NoneType:13,133 +Null/Empty: null:13,133 + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:7,749, str:1,833 +Null/Empty: null:7,749, empty_str:1,833 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:7,749, str:1,833 +Null/Empty: null:7,749 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 1,833 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,561, list:21 +Null/Empty: null:9,561 + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 9,582/12,022,694 (0.1%) +Types: float:9,582 +Numeric values: 9,582 total +Numeric range: min:1,519,891,200.0, max:1,522,569,248.0, avg:1521047947.6 +Numeric std dev: 814341.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 9,582/12,022,694 (0.1%) +Types: int:9,582 +Numeric values: 9,582 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 9,582/12,022,694 (0.1%) +Types: list:9,582 +Null/Empty: empty_arr:6,355 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 8,989 (93.8%) + 'light': 593 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 5.3 +Unique strings tracked: 2 +String values distribution: + 'text': 6,355 (66.3%) + 'richtext': 3,227 (33.7%) + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 9,582/12,022,694 (0.1%) +Types: list:9,582 +Null/Empty: empty_arr:9,582 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_810wzm': 1 (0.0%) + 't3_810wzn': 1 (0.0%) + 't3_810wzo': 1 (0.0%) + 't3_810wzp': 1 (0.0%) + 't3_810wzq': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: post_categories Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:6,874, int:2,708 +Null/Empty: null:6,874 +Numeric values: 2,708 total +Numeric range: min:0, max:6, avg:3.7 +Numeric std dev: 2.6 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 1,443 (53.3%) + 0: 765 (28.2%) + 3: 429 (15.8%) + 1: 65 (2.4%) + 5: 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:9,582 +Null/Empty: null:9,582 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 9,582/12,022,694 (0.1%) +Types: str:9,582 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'markdown': 8,686 (90.6%) + 'richtext': 896 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 9,582/12,022,694 (0.1%) +Types: str:5,159, NoneType:4,423 +Null/Empty: null:4,423 +String length avg: 488.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 612 (11.9%) + '<!-- SC_OFF --><div class="md"><p&g...': 275 (5.3%) + '<!-- SC_OFF --><div class="md"><p&g...': 245 (4.7%) + '<!-- SC_OFF --><div class="md"><p&g...': 11 (0.2%) + '<!-- SC_OFF --><div class="md"><p&g...': 8 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 9,582/12,022,694 (0.1%) +Types: int:9,582 +Numeric values: 9,582 total +Numeric range: min:0, max:6,012, avg:11.1 +Numeric std dev: 95.5 +Unique numbers tracked: 225 + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 9,582/12,022,694 (0.1%) +Types: list:9,582 +Null/Empty: empty_arr:9,582 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 9,582/12,022,694 (0.1%) +Types: bool:9,582 +Booleans: true:0 (0.0%), false:9,582 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 9,582/12,022,694 (0.1%) +Types: NoneType:6,874, int:2,708 +Null/Empty: null:6,874 +Numeric values: 2,708 total +Numeric range: min:0, max:6, avg:3.7 +Numeric std dev: 2.6 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 1,432 (52.9%) + 0: 765 (28.2%) + 3: 440 (16.2%) + 1: 65 (2.4%) + 5: 6 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 7,749/12,022,694 (0.1%) +Types: list:7,749 +Null/Empty: empty_arr:7,749 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 7,749/12,022,694 (0.1%) +Types: str:7,749 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 7,749 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 3,244/12,022,694 (0.0%) +Types: str:3,244 +Null/Empty: empty_str:2,199 +String length avg: 7.0 +Unique strings tracked: 26 +Top 5 string values: + '#ff2f04': 407 (38.9%) + '#f8ea90': 199 (19.0%) + '#ff2c02': 140 (13.4%) + '#0cd8a0': 125 (12.0%) + '#f7e890': 65 (6.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 2,350/12,022,694 (0.0%) +Types: str:2,341, NoneType:9 +Null/Empty: null:9 +String length avg: 36.0 +Unique strings tracked: 259 +Top 5 string values: + 'e5de98d4-8127-11e7-a198-0e73a577fa64': 407 (17.4%) + 'cf19fa76-d859-11e5-ad72-0eefdae5c38b': 327 (14.0%) + 'be729300-82ac-11e7-82ef-0e3fbaac8b8e': 199 (8.5%) + 'b2f0b8c2-82ac-11e7-b442-0ea2e77b6c5c': 140 (6.0%) + 'b7fcb9f6-82ac-11e7-a437-0e4f0f307aee': 125 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 633/12,022,694 (0.0%) +Types: NoneType:633 +Null/Empty: null:633 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 32/12,022,694 (0.0%) +Types: str:32 +String length avg: 7.7 +Unique strings tracked: 5 +String values distribution: + 'Install': 12 (37.5%) + 'Download': 12 (37.5%) + 'Shop Now': 5 (15.6%) + 'View More': 2 (6.2%) + 'Sign Up': 1 (3.1%) + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 24/12,022,694 (0.0%) +Types: list:24 +Null/Empty: empty_arr:24 + +================================================================================ + +================================================================================ +FILE: RS_2018-04.jsonl +Analysis Time: 2026-01-15 08:48:33 +================================================================================ +Total lines: 11,997,150 +Processed lines: 11,997,150 +Total unique fields: 112 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:9 (0.0%), false:11,997,141 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 320 (0.0%) + 'transcribersofreddit': 10 (0.0%) + 'GingerPow': 8 (0.0%) + 'removalbot': 8 (0.0%) + 'Tengamesget': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,695,161, str:2,301,989 +Null/Empty: null:9,695,161, empty_str:2,301,989 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,695,161, str:2,301,989 +Null/Empty: null:9,695,161 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,301,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:9,695,161 (80.8%), false:2,301,989 (19.2%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,995,242, str:1,908 +Null/Empty: null:11,995,242 +String length avg: 6.9 +Unique strings tracked: 14 +Top 5 string values: + 'art': 303 (15.9%) + 'videos': 272 (14.3%) + 'pics_and_gifs': 180 (9.4%) + 'animals': 168 (8.8%) + 'video_games': 159 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,797,423, list:199,727 +Null/Empty: null:11,797,423 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:6,426 (0.1%), false:11,990,724 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 11,997,150/11,997,150 (100.0%) +Types: float:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:1,522,569,600.0, max:1,525,161,599.0, avg:1523818599.7 +Numeric std dev: 760375.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:1,522,540,800, max:1,525,132,799, avg:1523789799.7 +Numeric std dev: 760323.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,936,840, str:60,310 +Null/Empty: null:11,936,840 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 60,269 (99.9%) + 'admin': 41 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 582 (0.0%) + 'youtube.com': 112 (0.0%) + 'i.imgur.com': 94 (0.0%) + 'imgur.com': 82 (0.0%) + 'reddit.com': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,578,183, float:418,967 +Booleans: true:0 (0.0%), false:11,578,183 (100.0%) +Numeric values: 418,967 total +Numeric range: min:1,522,541,111.0, max:1,529,662,030.0, avg:1523937862.9 +Numeric std dev: 901290.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:34, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 13 +Top 5 numeric values: + 0: 11,991,938 (100.0%) + 1: 4,802 (0.0%) + 2: 294 (0.0%) + 3: 63 (0.0%) + 4: 23 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:5,028 (0.0%), false:11,992,122 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '88msy8': 1 (0.0%) + '88msy9': 1 (0.0%) + '88msya': 1 (0.0%) + '88msyd': 1 (0.0%) + '88msye': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:3,811 (0.0%), false:11,993,339 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:2,117,169 (17.6%), false:9,879,981 (82.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:4,679,812 (39.0%), false:7,317,338 (61.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:117,169 (1.0%), false:11,879,981 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,219,365, str:2,777,785 +Null/Empty: null:9,219,365, empty_str:320,783 +String length avg: 6.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 196 (0.0%) + 'question': 92 (0.0%) + 'xbox': 69 (0.0%) + 'psn': 54 (0.0%) + 'removed': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 11,997,150/11,997,150 (100.0%) +Types: list:11,997,150 +Null/Empty: empty_arr:9,357,051 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:9,160,705, str:2,836,445 +Null/Empty: null:9,160,705, empty_str:196,346 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 139 (0.0%) + 'Question': 90 (0.0%) + 'Xbox': 40 (0.0%) + 'PS4': 36 (0.0%) + 'M4F': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,796,745 (98.3%) + 'light': 200,405 (1.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 4.9 +Unique strings tracked: 2 +String values distribution: + 'text': 9,357,051 (78.0%) + 'richtext': 2,640,099 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:117,744 (1.0%), false:11,879,406 (99.0%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:10,398,347, dict:1,598,803 +Null/Empty: null:10,398,347 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 11,997,150/11,997,150 (100.0%) +Types: dict:11,997,150 +Null/Empty: empty_obj:10,510,796 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:1 (0.0%), false:11,997,149 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 11,997,150/11,997,150 (100.0%) +Types: list:11,997,150 +Null/Empty: empty_arr:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_88msy8': 1 (0.0%) + 't3_88msy9': 1 (0.0%) + 't3_88msya': 1 (0.0%) + 't3_88msyd': 1 (0.0%) + 't3_88msye': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:7,346,089 (61.2%), false:4,651,061 (38.8%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:73,881, avg:7.8 +Numeric std dev: 84.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:149, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 58 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:1,058,063 (8.8%), false:10,939,087 (91.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,608,761 (78.3%) + 'promo_adult_nsfw': 626,146 (8.7%) + 'promo_specified': 414,955 (5.8%) + 'no_ads': 174,676 (2.4%) + 'house_only': 149,009 (2.1%) + 'promo_adult': 145,360 (2.0%) + 'promo_all': 41,756 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/PokemonCreate/comments/88msy8/pokerequest_genga...': 1 (0.0%) + '/r/AndroidQuestions/comments/88msy9/how_do_you_scr...': 1 (0.0%) + '/r/NoStupidQuestions/comments/88msya/why_is_there_...': 1 (0.0%) + '/r/nosleep/comments/88msyd/dumb_things_we_kids_do/': 1 (0.0%) + '/r/Warhammer40k/comments/88msye/anyone_with_real_l...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_categories Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +Numeric values: 7,160,663 total +Numeric range: min:0, max:6, avg:5.1 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,608,761 (78.3%) + 1: 709,324 (9.9%) + 3: 626,146 (8.7%) + 0: 174,676 (2.4%) + 5: 41,756 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,996,459, str:691 +Null/Empty: null:11,996,459 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 691 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:11,997,150 +Null/Empty: null:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:1,529,527,557, max:1,530,941,320, avg:1529595544.1 +Numeric std dev: 46311.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'markdown': 11,878,117 (99.0%) + 'richtext': 119,033 (1.0%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:173,052, avg:64.8 +Numeric std dev: 973.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:10,398,347, dict:1,598,803 +Null/Empty: null:10,398,347 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 11,997,150/11,997,150 (100.0%) +Types: dict:11,997,150 +Null/Empty: empty_obj:10,510,796 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +Null/Empty: empty_str:6,529,606 +String length avg: 340.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 685 (0.0%) + '[removed]': 330 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'April fools!': 3 (0.0%) + ' ': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:6,529,608, str:5,467,542 +Null/Empty: null:6,529,608 +String length avg: 525.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 685 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 330 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 3 (0.0%) + '<!-- SC_OFF --><div class="md"></di...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:9,392,812 (78.3%), false:2,604,338 (21.7%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:72,829 (0.6%), false:11,924,321 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:8,416 (0.1%), false:11,988,734 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FortNiteBR': 45 (0.0%) + 'AskReddit': 41 (0.0%) + 'me_irl': 17 (0.0%) + 'RocketLeagueExchange': 16 (0.0%) + 'Ice_Poseidon': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3oeyf': 45 (0.0%) + 't5_2qh1i': 41 (0.0%) + 't5_2vegg': 17 (0.0%) + 't5_3g4tc': 16 (0.0%) + 't5_3aelr': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:25,951,972, avg:1452610.4 +Numeric std dev: 4513365.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 6.4 +Unique strings tracked: 6 +String values distribution: + 'public': 10,139,203 (84.5%) + 'restricted': 1,467,063 (12.2%) + 'user': 390,773 (3.3%) + 'private': 71 (0.0%) + 'gold_restricted': 32 (0.0%) + 'archived': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 11,997,150/11,997,150 (100.0%) +Types: NoneType:10,465,470, str:1,531,680 +Null/Empty: null:10,465,470 +String length avg: 5.6 +Unique strings tracked: 8 +String values distribution: + 'confidence': 617,389 (40.3%) + 'qa': 397,774 (26.0%) + 'new': 287,694 (18.8%) + 'top': 213,480 (13.9%) + 'old': 12,011 (0.8%) + 'controversial': 3,201 (0.2%) + 'random': 130 (0.0%) + 'live': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,446 (0.0%) + 'self': 1,104 (0.0%) + 'nsfw': 155 (0.0%) + 'image': 38 (0.0%) + 'spoiler': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:6,396,990, NoneType:5,600,160 +Null/Empty: null:5,600,160 +Numeric values: 6,396,990 total +Numeric range: min:1, max:140, avg:108.1 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:6,396,990, NoneType:5,600,160 +Null/Empty: null:5,600,160 +Numeric values: 6,396,990 total +Numeric range: min:1, max:140, avg:139.1 +Numeric std dev: 8.4 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +Null/Empty: empty_str:60 +String length avg: 54.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 5 (0.0%) + 'me_irl': 3 (0.0%) + 'Messy baby mouse': 3 (0.0%) + 'What's Wrong with Capitalism (Part 2) | ContraPoin...': 3 (0.0%) + 'Time To Cut-Off The Terror-Supporting Palestinian’...': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:11,997,150 +Numeric values: 11,997,150 total +Numeric range: min:0, max:173,052, avg:64.8 +Numeric std dev: 973.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:11,997,150 +String length avg: 71.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://gfycat.com/ColorlessPerkyBlackpanther': 3 (0.0%) + 'https://evansnewsreport.wordpress.com/2018/03/31/t...': 3 (0.0%) + 'https://calltothepen.com/2018/03/31/phillies-doubl...': 2 (0.0%) + 'https://wccftech.com/amd-project-canis-flagship-in...': 2 (0.0%) + 'https://gfycat.com/gifs/detail/wholedetailedhoneye...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 11,997,150/11,997,150 (100.0%) +Types: list:11,997,150 +Null/Empty: empty_arr:11,997,150 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 11,997,150/11,997,150 (100.0%) +Types: bool:11,997,150 +Booleans: true:0 (0.0%), false:11,997,150 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 11,997,150/11,997,150 (100.0%) +Types: str:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +String length avg: 8.4 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,561,323 (77.7%) + 'promo_adult_nsfw': 685,070 (9.6%) + 'promo_specified': 414,955 (5.8%) + 'no_ads': 174,676 (2.4%) + 'house_only': 149,009 (2.1%) + 'promo_adult': 134,409 (1.9%) + 'promo_all': 41,221 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 11,997,150/11,997,150 (100.0%) +Types: int:7,160,663, NoneType:4,836,487 +Null/Empty: null:4,836,487 +Numeric values: 7,160,663 total +Numeric range: min:0, max:6, avg:5.1 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,561,323 (77.7%) + 1: 698,373 (9.8%) + 3: 685,070 (9.6%) + 0: 174,676 (2.4%) + 5: 41,221 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 9,695,161/11,997,150 (80.8%) +Types: list:9,695,161 +Null/Empty: empty_arr:9,695,161 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 9,695,161/11,997,150 (80.8%) +Types: str:9,695,161 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 9,695,161 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,628,486/11,997,150 (38.6%) +Types: str:4,628,486 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,034,327 (44.0%) + 'image': 1,541,753 (33.3%) + 'rich:video': 548,519 (11.9%) + 'self': 427,484 (9.2%) + 'hosted:video': 72,671 (1.6%) + 'video': 3,732 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,628,486/11,997,150 (38.6%) +Types: dict:4,628,486 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2,851,510/11,997,150 (23.8%) +Types: str:2,851,510 +Null/Empty: empty_str:2,572,112 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#e50000': 22,132 (7.9%) + '#ffb000': 5,545 (2.0%) + '#ea0027': 2,184 (0.8%) + '#ff66ac': 1,490 (0.5%) + '#94e044': 1,269 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1,493,936/11,997,150 (12.5%) +Types: str:1,471,650, NoneType:22,286 +Null/Empty: null:22,286 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 27 (0.0%) + 'a3b539c8-99bc-11e3-9cd6-12313d1661cc': 15 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 14 (0.0%) + 'e547d076-987e-11e1-a305-12313b08a441': 13 (0.0%) + 'f604f130-3541-11e8-aea3-0e223a971552': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 206,554/11,997,150 (1.7%) +Types: str:206,554 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_88ll08': 23 (0.0%) + 't3_88l3x8': 12 (0.0%) + 't3_88n3jn': 12 (0.0%) + 't3_88n2td': 11 (0.0%) + 't3_88macy': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 206,554/11,997,150 (1.7%) +Types: list:206,554 +Null/Empty: empty_arr:1,489 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 196,601/11,997,150 (1.6%) +Types: list:196,601 +Null/Empty: empty_arr:195,135 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 34,574/11,997,150 (0.3%) +Types: bool:34,574 +Booleans: true:34,574 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 12,392/11,997,150 (0.1%) +Types: str:12,297, NoneType:95 +Null/Empty: null:95 +String length avg: 9.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_11heka': 94 (0.8%) + 't2_14bj7v': 67 (0.5%) + 't2_x26g20h': 40 (0.3%) + 't2_h434x8x': 38 (0.3%) + 't2_40kc9': 36 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 12,392/11,997,150 (0.1%) +Types: str:8,663, NoneType:3,729 +Null/Empty: null:3,729 +String length avg: 24.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/NetflixViaVPN': 117 (1.4%) + 'yakuza.sega.com/experience': 53 (0.6%) + 'Displate.com': 37 (0.4%) + 'www.peertal.com': 36 (0.4%) + 'Prep101.com': 29 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,310, str:82 +Null/Empty: null:12,310 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 75 (91.5%) + 'iframe': 7 (8.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,310, str:82 +Null/Empty: null:12,310 +String length avg: 43.2 +Unique strings tracked: 40 +Top 5 string values: + 'https://www.youtube.com/watch?v=QMe_f1fkGc8': 15 (18.3%) + 'https://youtu.be/KeIDHmVfijs': 6 (7.3%) + 'https://youtu.be/VIJY6B1pXT0': 6 (7.3%) + 'https://www.youtube.com/watch?v=pVQFWvm_fbU': 5 (6.1%) + 'https://youtu.be/zsTmD2Xlwro': 3 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 12,392/11,997,150 (0.1%) +Types: list:12,392 +Null/Empty: empty_arr:12,392 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 12,392/11,997,150 (0.1%) +Types: list:12,392 +Null/Empty: empty_arr:12,392 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 12,392/11,997,150 (0.1%) +Types: str:12,392 +String length avg: 78.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://pollpass.com?redirect_type=adtracking&...': 30 (0.2%) + 'https://itunes.apple.com/us/app/peertal/id12389921...': 24 (0.2%) + 'https://www.reddit.com/r/TIME4SWEEPS/': 15 (0.1%) + 'https://www.reddit.com/r/NetflixViaVPN/': 13 (0.1%) + 'https://www.fmmotorparts.com/garage-gurus.html?utm...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 12,392/11,997,150 (0.1%) +Types: bool:12,392 +Booleans: true:0 (0.0%), false:12,392 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 12,392/11,997,150 (0.1%) +Types: str:12,392 +Null/Empty: empty_str:1,454 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/H4WWm5cBdEPM...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/EWDKEeoSLEUw...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/VsmgpzRbv3D4...': 4 (0.0%) + 'https://reddit-image.s3.amazonaws.com/9Ifl-C3vJnTL...': 4 (0.0%) + 'https://reddit-image.s3.amazonaws.com/-1w5v7Igj8kJ...': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 12,392/11,997,150 (0.1%) +Types: dict:12,392 +Null/Empty: empty_obj:12,392 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 12,392/11,997,150 (0.1%) +Types: bool:12,392 +Booleans: true:12,392 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 12,392/11,997,150 (0.1%) +Types: list:12,126, NoneType:266 +Null/Empty: null:266, empty_arr:11,882 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 12,392/11,997,150 (0.1%) +Types: NoneType:12,392 +Null/Empty: null:12,392 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 7,065/11,997,150 (0.1%) +Types: NoneType:7,065 +Null/Empty: null:7,065 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 13/11,997,150 (0.0%) +Types: str:13 +String length avg: 8.5 +Unique strings tracked: 8 +String values distribution: + 'Install': 2 (15.4%) + 'Shop Now': 2 (15.4%) + 'Download': 2 (15.4%) + 'View More': 2 (15.4%) + 'Sign Up': 2 (15.4%) + 'Get a Quote': 1 (7.7%) + 'Watch Now': 1 (7.7%) + 'Get Showtimes': 1 (7.7%) + +================================================================================ + +================================================================================ +FILE: RS_2018-05.jsonl +Analysis Time: 2026-01-15 09:10:51 +================================================================================ +Total lines: 12,079,652 +Processed lines: 12,079,652 +Total unique fields: 113 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: approved_by Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 297 (0.0%) + 'ACCIDENTAL_HAIKU_BOT': 24 (0.0%) + 'nox661': 12 (0.0%) + 'autotldr': 8 (0.0%) + 'jeff98379': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,947,922, str:2,131,730 +Null/Empty: null:9,947,922, empty_str:2,131,730 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,947,922, str:2,131,730 +Null/Empty: null:9,947,922 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'dark': 2,131,730 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: banned_by Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:9,947,922 (82.4%), false:2,131,730 (17.6%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,071,228, str:8,424 +Null/Empty: null:12,071,228 +String length avg: 7.3 +Unique strings tracked: 14 +Top 5 string values: + 'art': 1,327 (15.8%) + 'videos': 1,250 (14.8%) + 'entertainment': 874 (10.4%) + 'pics_and_gifs': 849 (10.1%) + 'animals': 734 (8.7%) + +──────────────────────────────────────────────────────────── +FIELD: clicked Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:11,872,063, list:207,589 +Null/Empty: null:11,872,063 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:6,851 (0.1%), false:12,072,801 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created Occurrence: 12,079,652/12,079,652 (100.0%) +Types: float:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:1,525,161,600.0, max:1,527,839,999.0, avg:1526512242.6 +Numeric std dev: 779424.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:1,525,132,800, max:1,527,811,199, avg:1526483442.6 +Numeric std dev: 779374.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,014,193, str:65,459 +Null/Empty: null:12,014,193 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 65,421 (99.9%) + 'admin': 38 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 516 (0.0%) + 'i.imgur.com': 96 (0.0%) + 'youtube.com': 96 (0.0%) + 'imgur.com': 86 (0.0%) + 'self.AskReddit': 62 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: downs Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Unique numbers tracked: 1 +Numeric values distribution: + 0: 12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:11,651,388, float:428,264 +Booleans: true:0 (0.0%), false:11,651,388 (100.0%) +Numeric values: 428,264 total +Numeric range: min:1,525,132,955.0, max:1,530,753,928.0, avg:1526572943.1 +Numeric std dev: 831753.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:44, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 19 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:6,287 (0.1%), false:12,073,365 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8g45da': 1 (0.0%) + '8g45db': 1 (0.0%) + '8g45dc': 1 (0.0%) + '8g45dd': 1 (0.0%) + '8g45de': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:12,702 (0.1%), false:12,066,950 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:2,258,337 (18.7%), false:9,821,315 (81.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:4,967,399 (41.1%), false:7,112,253 (58.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:130,685 (1.1%), false:11,948,967 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: likes Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,181,669, str:2,897,983 +Null/Empty: null:9,181,669, empty_str:343,770 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 189 (0.0%) + 'question': 79 (0.0%) + 'xbox': 71 (0.0%) + 'media': 51 (0.0%) + 'help': 50 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 12,079,652/12,079,652 (100.0%) +Types: list:12,079,652 +Null/Empty: empty_arr:9,312,481 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:9,112,927, str:2,966,725 +Null/Empty: null:9,112,927, empty_str:199,554 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 114 (0.0%) + 'Question': 89 (0.0%) + 'Xbox': 45 (0.0%) + 'DISCUSSION': 35 (0.0%) + 'Image': 34 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,739,263 (97.2%) + 'light': 340,389 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 4.9 +Unique strings tracked: 2 +String values distribution: + 'text': 9,312,481 (77.1%) + 'richtext': 2,767,171 (22.9%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:127,654 (1.1%), false:11,951,998 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:10,856,441, dict:1,223,211 +Null/Empty: null:10,856,441 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 12,079,652/12,079,652 (100.0%) +Types: dict:12,079,652 +Null/Empty: empty_obj:10,980,946 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:79 (0.0%), false:12,079,573 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mod_reports Occurrence: 12,079,652/12,079,652 (100.0%) +Types: list:12,079,652 +Null/Empty: empty_arr:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: name Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8g45da': 1 (0.0%) + 't3_8g45db': 1 (0.0%) + 't3_8g45dc': 1 (0.0%) + 't3_8g45dd': 1 (0.0%) + 't3_8g45de': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:7,242,709 (60.0%), false:4,836,943 (40.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:46,381, avg:7.9 +Numeric std dev: 83.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:149, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 61 + +──────────────────────────────────────────────────────────── +FIELD: num_reports Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:1,103,278 (9.1%), false:10,976,374 (90.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +String length avg: 8.5 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,688,584 (76.5%) + 'promo_adult_nsfw': 660,492 (8.9%) + 'promo_specified': 572,521 (7.7%) + 'no_ads': 179,690 (2.4%) + 'house_only': 150,717 (2.0%) + 'promo_adult': 144,331 (1.9%) + 'promo_all': 37,177 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 67.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/AskReddit/comments/8g45da/ticketmaster_wont_ref...': 1 (0.0%) + '/r/DeepFriedMemes/comments/8g45db/ic_ac/': 1 (0.0%) + '/r/Ice_Poseidon/comments/8g45dc/here_she_is_boys_i...': 1 (0.0%) + '/r/The_Donald/comments/8g45dd/media_outlet_that_fi...': 1 (0.0%) + '/r/RocketLeagueExchange/comments/8g45de/xboxquesti...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_categories Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +Numeric values: 7,433,512 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,688,584 (76.5%) + 1: 867,569 (11.7%) + 3: 660,492 (8.9%) + 0: 179,690 (2.4%) + 5: 37,177 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,078,965, str:687 +Null/Empty: null:12,078,965 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 687 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: report_reasons Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:12,079,652 +Null/Empty: null:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:1,529,662,731, max:1,531,072,794, avg:1529731427.6 +Numeric std dev: 51191.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 8.0 +Unique strings tracked: 2 +String values distribution: + 'markdown': 11,549,991 (95.6%) + 'richtext': 529,661 (4.4%) + +──────────────────────────────────────────────────────────── +FIELD: saved Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:194,525, avg:67.6 +Numeric std dev: 996.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:10,856,441, dict:1,223,211 +Null/Empty: null:10,856,441 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 12,079,652/12,079,652 (100.0%) +Types: dict:12,079,652 +Null/Empty: empty_obj:10,980,946 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +Null/Empty: empty_str:6,497,713 +String length avg: 372.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 615 (0.0%) + '[removed]': 332 (0.0%) + 'I have completed a master treasure trail. + +': 9 (0.0%) + 'I have completed a hard treasure trail. + +': 7 (0.0%) + 'I have completed an elite treasure trail. + +': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: selftext_html Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:6,497,713, str:5,581,939 +Null/Empty: null:6,497,713 +String length avg: 590.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '<!-- SC_OFF --><div class="md"><p&g...': 615 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 332 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 9 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 7 (0.0%) + '<!-- SC_OFF --><div class="md"><p&g...': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:9,425,615 (78.0%), false:2,654,037 (22.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:89,171 (0.7%), false:11,990,481 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:9,483 (0.1%), false:12,070,169 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 10.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 42 (0.0%) + 'FortNiteBR': 31 (0.0%) + 'ACCIDENTAL_HAIKU_BOT': 23 (0.0%) + 'Ice_Poseidon': 14 (0.0%) + 'aww': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 42 (0.0%) + 't5_3oeyf': 31 (0.0%) + 't5_ijawc': 23 (0.0%) + 't5_3aelr': 14 (0.0%) + 't5_2qh1o': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:26,044,128, avg:1447697.2 +Numeric std dev: 4511083.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 10,660,147 (88.2%) + 'restricted': 1,009,913 (8.4%) + 'user': 409,496 (3.4%) + 'private': 68 (0.0%) + 'gold_restricted': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 12,079,652/12,079,652 (100.0%) +Types: NoneType:10,504,727, str:1,574,925 +Null/Empty: null:10,504,727 +String length avg: 5.6 +Unique strings tracked: 7 +String values distribution: + 'confidence': 639,249 (40.6%) + 'qa': 416,364 (26.4%) + 'new': 283,415 (18.0%) + 'top': 221,428 (14.1%) + 'old': 11,119 (0.7%) + 'controversial': 3,224 (0.2%) + 'random': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 28.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,263 (0.0%) + 'self': 998 (0.0%) + 'nsfw': 173 (0.0%) + 'spoiler': 40 (0.0%) + 'image': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:6,730,273, NoneType:5,349,379 +Null/Empty: null:5,349,379 +Numeric values: 6,730,273 total +Numeric range: min:1, max:140, avg:108.1 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:6,730,273, NoneType:5,349,379 +Null/Empty: null:5,349,379 +Numeric values: 6,730,273 total +Numeric range: min:1, max:140, avg:139.3 +Numeric std dev: 7.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Bitcoin Private Pump And Dump? Or Real Growth?': 5 (0.0%) + 'Blue Hair': 4 (0.0%) + 'Don’t be afraid to ask for help, I’m pretty sure w...': 2 (0.0%) + 'WIP Carcharodons Hellblasters, C+C welcome': 2 (0.0%) + '[f] guess my size': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: ups Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:12,079,652 +Numeric values: 12,079,652 total +Numeric range: min:0, max:194,525, avg:67.6 +Numeric std dev: 996.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:12,079,652 +String length avg: 72.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.youtube.com/watch?v=MEFE-boWnaY': 5 (0.0%) + 'https://i.imgur.com/0ZNDt6S.jpg': 4 (0.0%) + 'https://www.reddit.com/r/Paypalme/comments/8g40hf/...': 2 (0.0%) + 'https://i.imgur.com/xMep7es.jpg': 2 (0.0%) + 'https://imgur.com/a/0YqGlUI': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: user_reports Occurrence: 12,079,652/12,079,652 (100.0%) +Types: list:12,079,652 +Null/Empty: empty_arr:12,079,652 + +──────────────────────────────────────────────────────────── +FIELD: visited Occurrence: 12,079,652/12,079,652 (100.0%) +Types: bool:12,079,652 +Booleans: true:0 (0.0%), false:12,079,652 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 12,079,652/12,079,652 (100.0%) +Types: str:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +String length avg: 8.6 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,646,772 (76.0%) + 'promo_adult_nsfw': 712,551 (9.6%) + 'promo_specified': 572,521 (7.7%) + 'no_ads': 179,690 (2.4%) + 'house_only': 150,717 (2.0%) + 'promo_adult': 134,554 (1.8%) + 'promo_all': 36,707 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 12,079,652/12,079,652 (100.0%) +Types: int:7,433,512, NoneType:4,646,140 +Null/Empty: null:4,646,140 +Numeric values: 7,433,512 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,646,772 (76.0%) + 1: 857,792 (11.5%) + 3: 712,551 (9.6%) + 0: 179,690 (2.4%) + 5: 36,707 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 9,947,922/12,079,652 (82.4%) +Types: list:9,947,922 +Null/Empty: empty_arr:9,947,922 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 9,947,922/12,079,652 (82.4%) +Types: str:9,947,922 +String length avg: 4.0 +Unique strings tracked: 1 +String values distribution: + 'text': 9,947,922 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,927,696/12,079,652 (40.8%) +Types: str:4,927,696 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 2,135,507 (43.3%) + 'image': 1,698,725 (34.5%) + 'rich:video': 555,813 (11.3%) + 'self': 454,723 (9.2%) + 'hosted:video': 80,236 (1.6%) + 'video': 2,692 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,927,696/12,079,652 (40.8%) +Types: dict:4,927,696 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 2,983,262/12,079,652 (24.7%) +Types: str:2,983,262 +Null/Empty: empty_str:2,541,298 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#ffb000': 2,390 (0.5%) + '#ea0027': 1,472 (0.3%) + '#373c3f': 1,055 (0.2%) + '#ffd635': 852 (0.2%) + '#cc8b00': 836 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 1,606,697/12,079,652 (13.3%) +Types: str:1,582,089, NoneType:24,608 +Null/Empty: null:24,608 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '71700f16-4b41-11e8-a922-0e03cec31d1c': 32 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 23 (0.0%) + 'ff72fadc-43fb-11e8-8463-0e2d17785db8': 23 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 18 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 229,324/12,079,652 (1.9%) +Types: str:229,324 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8g4eoj': 7 (0.0%) + 't3_8g1c2f': 7 (0.0%) + 't3_8di96u': 6 (0.0%) + 't3_8g4wyw': 6 (0.0%) + 't3_8ckdgg': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 229,324/12,079,652 (1.9%) +Types: list:229,324 +Null/Empty: empty_arr:1,594 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 72,460/12,079,652 (0.6%) +Types: list:72,460 +Null/Empty: empty_arr:70,517 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 33,139/12,079,652 (0.3%) +Types: NoneType:33,139 +Null/Empty: null:33,139 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 26,832/12,079,652 (0.2%) +Types: bool:26,832 +Booleans: true:26,832 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 14,907/12,079,652 (0.1%) +Types: str:14,794, NoneType:113 +Null/Empty: null:113 +String length avg: 9.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_16r0zi': 85 (0.6%) + 't2_1qof': 77 (0.5%) + 't2_4ovq1': 63 (0.4%) + 't2_euruw': 47 (0.3%) + 't2_168843eo': 38 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 14,907/12,079,652 (0.1%) +Types: str:10,451, NoneType:4,456 +Null/Empty: null:4,456 +String length avg: 26.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'insurify.com': 101 (1.0%) + 'Download Now': 82 (0.8%) + 'couchbase.com': 60 (0.6%) + 'goldenfrog.com/vyprvpn': 45 (0.4%) + 'ForThePeople.com': 37 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,754, str:153 +Null/Empty: null:14,754 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 130 (85.0%) + 'iframe': 23 (15.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,754, str:153 +Null/Empty: null:14,754 +String length avg: 65.8 +Unique strings tracked: 54 +Top 5 string values: + 'https://www.youtube.com/watch?v=JQWVyIm7PME&fe...': 13 (8.5%) + 'https://www.youtube.com/watch?v=c8-MHBitegs&fe...': 10 (6.5%) + 'https://www.youtube.com/watch?v=-ekzsSDa7lo': 9 (5.9%) + 'https://www.youtube.com/watch?v=BW9JpI0I1wg': 9 (5.9%) + 'https://www.youtube.com/watch?v=eyl5kJKTpXc&in...': 7 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 14,907/12,079,652 (0.1%) +Types: list:14,907 +Null/Empty: empty_arr:14,907 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 14,907/12,079,652 (0.1%) +Types: list:14,907 +Null/Empty: empty_arr:14,907 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 14,907/12,079,652 (0.1%) +Types: str:14,907 +String length avg: 81.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://app.appsflyer.com/id1028937505?pid=reddit_...': 16 (0.1%) + 'https://apitrade.pro/announcement.htm': 15 (0.1%) + 'https://app.appsflyer.com/id1028937505?pid=reddit_...': 13 (0.1%) + 'https://www.amazon.com/dp/B07CRXRLTL': 13 (0.1%) + 'https://www.microsoft.com/en-us/build?wt.mc_id=AID...': 13 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 14,907/12,079,652 (0.1%) +Types: bool:14,907 +Booleans: true:0 (0.0%), false:14,907 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 14,907/12,079,652 (0.1%) +Types: str:14,907 +Null/Empty: empty_str:1,627 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/BPDQoyCjPVTV...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/mbK4n8kF24UT...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/IHPDdFKUQkrI...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qKyq8bQuSo6x...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/WkwOWEMQVROB...': 9 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 14,907/12,079,652 (0.1%) +Types: dict:14,907 +Null/Empty: empty_obj:14,907 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 14,907/12,079,652 (0.1%) +Types: bool:14,907 +Booleans: true:14,907 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 14,907/12,079,652 (0.1%) +Types: list:14,630, NoneType:277 +Null/Empty: null:277, empty_arr:14,331 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 14,907/12,079,652 (0.1%) +Types: NoneType:14,907 +Null/Empty: null:14,907 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 9,366/12,079,652 (0.1%) +Types: bool:9,366 +Booleans: true:9,366 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 3/12,079,652 (0.0%) +Types: str:3 +String length avg: 9.7 +Unique strings tracked: 3 +String values distribution: + 'Play Now': 1 (33.3%) + 'Get Showtimes': 1 (33.3%) + 'Shop Now': 1 (33.3%) + +================================================================================ + +================================================================================ +FILE: RS_2018-06.jsonl +Analysis Time: 2026-01-15 09:30:34 +================================================================================ +Total lines: 11,904,498 +Processed lines: 11,904,498 +Total unique fields: 102 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 350 (0.0%) + 'sharewithme': 9 (0.0%) + 'SwiftyBot': 8 (0.0%) + 'jeff98379': 8 (0.0%) + 'autotldr': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,046,102, str:3,858,396 +Null/Empty: null:8,046,102, empty_str:3,805,771 +String length avg: 7.0 +Unique strings tracked: 834 +Top 5 string values: + '#ff66ac': 8,092 (15.4%) + '#dadada': 7,035 (13.4%) + '#edeff1': 3,300 (6.3%) + '#ffffff': 3,280 (6.2%) + '#bbbdbf': 2,404 (4.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,615,846, str:1,288,652 +Null/Empty: null:10,615,846, empty_str:205,437 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 53 (0.0%) + 'goldBjorn': 43 (0.0%) + 'bjorn': 25 (0.0%) + 'PS4': 20 (0.0%) + 'psn': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,254,834, str:649,664 +Null/Empty: null:11,254,834, empty_str:17,367 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1e203dbe-69a9-11e8-a03f-0e334bd7bf46': 57 (0.0%) + '185f0946-69a9-11e8-aeca-0e12c0248e42': 34 (0.0%) + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 25 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 21 (0.0%) + 'dc4c17c8-717a-11e6-8b10-0edffd895179': 18 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,489,641, str:1,414,857 +Null/Empty: null:10,489,641, empty_str:261,860 +String length avg: 17.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Danish Mafioso': 36 (0.0%) + 'Official Bot': 23 (0.0%) + 'SKAAAAL': 20 (0.0%) + 'PS4': 14 (0.0%) + 'BOT': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,046,102, str:3,858,396 +Null/Empty: null:8,046,102 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,830,081 (99.3%) + 'light': 28,315 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:9,513,013 (79.9%), false:2,391,485 (20.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,894,242, str:10,256 +Null/Empty: null:11,894,242 +String length avg: 8.7 +Unique strings tracked: 16 +Top 5 string values: + 'videos': 1,904 (18.6%) + 'gaming': 1,176 (11.5%) + 'entertainment': 1,149 (11.2%) + 'art': 835 (8.1%) + 'photography': 749 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,699,578, list:204,920 +Null/Empty: null:11,699,578 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:14,419 (0.1%), false:11,890,079 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:1,527,811,200, max:1,530,403,199, avg:1529111350.3 +Numeric std dev: 750331.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,842,858, str:61,640 +Null/Empty: null:11,842,858 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,600 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 515 (0.0%) + 'youtube.com': 93 (0.0%) + 'i.imgur.com': 86 (0.0%) + 'imgur.com': 69 (0.0%) + 'youtu.be': 57 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,478,181, float:426,317 +Booleans: true:0 (0.0%), false:11,478,181 (100.0%) +Numeric values: 426,317 total +Numeric range: min:1,527,811,507.0, max:1,537,137,780.0, avg:1529248648.4 +Numeric std dev: 977293.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:40, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 17 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:6,169 (0.1%), false:11,898,329 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8nncji': 1 (0.0%) + '8nncjj': 1 (0.0%) + '8nncjk': 1 (0.0%) + '8nncjl': 1 (0.0%) + '8nncjm': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:7,625,617 (64.1%), false:4,278,881 (35.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:24,659 (0.2%), false:11,879,839 (99.8%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:2,368,758 (19.9%), false:9,535,740 (80.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:4,977,731 (41.8%), false:6,926,767 (58.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:136,572 (1.1%), false:11,767,926 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +Null/Empty: empty_str:11,337,090 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#646d73': 3,199 (0.6%) + '#ffb000': 1,209 (0.2%) + '#ea0027': 754 (0.1%) + '#373c3f': 738 (0.1%) + '#dadada': 401 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,947,614, str:2,956,884 +Null/Empty: null:8,947,614, empty_str:369,250 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 160 (0.0%) + 'question': 97 (0.0%) + 'xbox': 78 (0.0%) + 'three': 74 (0.0%) + 'b': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 11,904,498/11,904,498 (100.0%) +Types: list:11,904,498 +Null/Empty: empty_arr:10,875,835 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,234,304, str:1,670,194 +Null/Empty: null:10,234,304, empty_str:14 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 40 (0.0%) + '3c41a158-097c-11e8-8f2d-0e93ee975a06': 26 (0.0%) + '988f08ca-cd94-11e7-aae2-0ea558730f4e': 24 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 23 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:8,876,016, str:3,028,482 +Null/Empty: null:8,876,016, empty_str:191,413 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 125 (0.0%) + 'Question': 100 (0.0%) + 'DISCUSSION': 56 (0.0%) + 'Xbox': 52 (0.0%) + 'PS4': 51 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 11,456,261 (96.2%) + 'light': 448,237 (3.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 10,875,835 (91.4%) + 'richtext': 1,028,663 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:136,378 (1.1%), false:11,768,120 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,731,367, dict:1,173,131 +Null/Empty: null:10,731,367 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 11,904,498/11,904,498 (100.0%) +Types: dict:11,904,498 +Null/Empty: empty_obj:10,862,782 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:5 (0.0%), false:11,904,493 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:7,028,073 (59.0%), false:4,876,425 (41.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:52,402, avg:8.0 +Numeric std dev: 84.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:100, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 59 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:1,093,834 (9.2%), false:10,810,664 (90.8%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +String length avg: 8.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,755,932 (75.7%) + 'house_only': 869,769 (11.4%) + 'promo_adult_nsfw': 753,960 (9.9%) + 'no_ads': 167,265 (2.2%) + 'promo_all': 40,591 (0.5%) + 'promo_specified': 11,752 (0.2%) + 'promo_adult': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/indieheads/comments/8nncji/fresh_album_oneohtri...': 1 (0.0%) + '/r/LSD/comments/8nncjj/acrylic_paint_on_3_tabs/': 1 (0.0%) + '/r/mobilemarketing/comments/8nncjk/personalized_ma...': 1 (0.0%) + '/r/DanganRoleplay/comments/8nncjl/class_trial_58_p...': 1 (0.0%) + '/r/DiversityNews/comments/8nncjm/several_hurt_afte...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +Numeric values: 7,599,334 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,755,932 (75.7%) + 1: 881,586 (11.6%) + 3: 753,960 (9.9%) + 0: 167,265 (2.2%) + 5: 40,591 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:0 (0.0%), false:11,904,498 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:11,903,836, str:662 +Null/Empty: null:11,903,836 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 662 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:1,536,318,558, max:1,537,405,773, avg:1536389838.7 +Numeric std dev: 47699.4 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:184,600, avg:69.6 +Numeric std dev: 1025.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,731,367, dict:1,173,131 +Null/Empty: null:10,731,367 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 11,904,498/11,904,498 (100.0%) +Types: dict:11,904,498 +Null/Empty: empty_obj:10,862,782 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +Null/Empty: empty_str:6,208,420 +String length avg: 343.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 773 (0.0%) + '[removed]': 347 (0.0%) + 'I have completed an elite treasure trail. + +': 5 (0.0%) + ' ': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:9,537,961 (80.1%), false:2,366,537 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:76,172 (0.6%), false:11,828,326 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 11,904,498/11,904,498 (100.0%) +Types: bool:11,904,498 +Booleans: true:7,300 (0.1%), false:11,897,198 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 10.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ice_Poseidon': 46 (0.0%) + 'FortNiteBR': 32 (0.0%) + 'AskReddit': 22 (0.0%) + 'Kanye': 19 (0.0%) + 'The_Donald': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3aelr': 46 (0.0%) + 't5_3oeyf': 32 (0.0%) + 't5_2qh1i': 22 (0.0%) + 't5_2r78l': 19 (0.0%) + 't5_38unr': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/Ice_Poseidon': 46 (0.0%) + 'r/FortNiteBR': 32 (0.0%) + 'r/AskReddit': 22 (0.0%) + 'r/Kanye': 19 (0.0%) + 'r/The_Donald': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:11,904,498 +Numeric values: 11,904,498 total +Numeric range: min:0, max:29,219,575, avg:1510913.9 +Numeric std dev: 4637767.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 6.3 +Unique strings tracked: 5 +String values distribution: + 'public': 10,496,447 (88.2%) + 'restricted': 968,940 (8.1%) + 'user': 438,970 (3.7%) + 'private': 115 (0.0%) + 'gold_restricted': 26 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 11,904,498/11,904,498 (100.0%) +Types: NoneType:10,274,448, str:1,630,050 +Null/Empty: null:10,274,448 +String length avg: 5.5 +Unique strings tracked: 7 +String values distribution: + 'confidence': 634,789 (38.9%) + 'qa': 446,171 (27.4%) + 'new': 305,882 (18.8%) + 'top': 223,746 (13.7%) + 'old': 15,949 (1.0%) + 'controversial': 3,387 (0.2%) + 'random': 126 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 27.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,325 (0.0%) + 'self': 964 (0.0%) + 'nsfw': 145 (0.0%) + 'image': 30 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:6,474,217, NoneType:5,430,281 +Null/Empty: null:5,430,281 +Numeric values: 6,474,217 total +Numeric range: min:1, max:140, avg:108.3 +Numeric std dev: 28.1 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:6,474,217, NoneType:5,430,281 +Null/Empty: null:5,430,281 +Numeric values: 6,474,217 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.9 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 55.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Swifty is straming right now [Wed, 30 May 2018 02:...': 6 (0.0%) + 'GAME THREAD: Cleveland Cavaliers (50-32) @ Golden ...': 3 (0.0%) + 'me irl': 3 (0.0%) + '(Chinese) Long 5km queue at Miri border, from morn...': 2 (0.0%) + '[FRESH ALBUM] Father John Misty - God's Favorite C...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:11,904,498 +String length avg: 71.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.nesdis.noaa.gov/sites/default/files/g1...': 2 (0.0%) + 'https://www.instagram.com/p/Bjdf7_9nZI-/?taken-by=...': 2 (0.0%) + 'https://youtu.be/vPTwBsAJMCc': 2 (0.0%) + 'https://i.imgur.com/JVHmqBt.jpg': 2 (0.0%) + 'https://youtu.be/AAj4w2Ywej0': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 11,904,498/11,904,498 (100.0%) +Types: str:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 5,714,228 (75.2%) + 'house_only': 869,769 (11.4%) + 'promo_adult_nsfw': 796,437 (10.5%) + 'no_ads': 167,265 (2.2%) + 'promo_all': 39,820 (0.5%) + 'promo_specified': 11,752 (0.2%) + 'promo_adult': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 11,904,498/11,904,498 (100.0%) +Types: int:7,599,334, NoneType:4,305,164 +Null/Empty: null:4,305,164 +Numeric values: 7,599,334 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 5,714,228 (75.2%) + 1: 881,584 (11.6%) + 3: 796,437 (10.5%) + 0: 167,265 (2.2%) + 5: 39,820 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 9,513,013/11,904,498 (79.9%) +Types: int:9,510,948, NoneType:2,065 +Null/Empty: null:2,065 +Numeric values: 9,510,948 total +Numeric range: min:1,118,030,400, max:1,530,403,011, avg:1467760512.9 +Numeric std dev: 64734343.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 9,513,013/11,904,498 (79.9%) +Types: list:9,513,013 +Null/Empty: empty_arr:9,103,547 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 9,513,013/11,904,498 (79.9%) +Types: str:9,513,013 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 9,103,547 (95.7%) + 'richtext': 409,466 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 9,513,013/11,904,498 (79.9%) +Types: str:9,513,013 +String length avg: 9.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 9 (0.0%) + 't2_h3vxopt': 8 (0.0%) + 't2_fuguzcx': 8 (0.0%) + 't2_6sklr': 7 (0.0%) + 't2_6l4z3': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 4,603,814/11,904,498 (38.7%) +Types: str:4,603,814 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'link': 1,879,277 (40.8%) + 'image': 1,677,214 (36.4%) + 'rich:video': 531,981 (11.6%) + 'self': 429,964 (9.3%) + 'hosted:video': 82,691 (1.8%) + 'video': 2,687 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 4,603,814/11,904,498 (38.7%) +Types: dict:4,603,814 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 212,859/11,904,498 (1.8%) +Types: str:212,859 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8nlf5f': 24 (0.0%) + 't3_8nlgfj': 11 (0.0%) + 't3_8nl291': 9 (0.0%) + 't3_8nmp6p': 7 (0.0%) + 't3_8nkvbs': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 212,859/11,904,498 (1.8%) +Types: list:212,859 +Null/Empty: empty_arr:1,701 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 64,998/11,904,498 (0.5%) +Types: NoneType:64,998 +Null/Empty: null:64,998 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 60,019/11,904,498 (0.5%) +Types: list:60,019 +Null/Empty: empty_arr:58,299 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 32,170/11,904,498 (0.3%) +Types: bool:32,170 +Booleans: true:32,170 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 15,567/11,904,498 (0.1%) +Types: str:15,418, NoneType:149 +Null/Empty: null:149 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_epreg6': 131 (0.8%) + 't2_1aomuwet': 71 (0.5%) + 't2_1c8d8qgh': 60 (0.4%) + 't2_18mp0bju': 58 (0.4%) + 't2_1hnklzam': 56 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 15,567/11,904,498 (0.1%) +Types: str:11,799, NoneType:3,768 +Null/Empty: null:3,768 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'juiceboxit.com ': 81 (0.7%) + 'https://www.ABCmouse.com': 69 (0.6%) + 'https://www.lemonade.com': 52 (0.4%) + 'juiceboxit.com': 45 (0.4%) + 'couchbase.com': 31 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,514, str:53 +Null/Empty: null:15,514 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 48 (90.6%) + 'iframe': 5 (9.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,514, str:53 +Null/Empty: null:15,514 +String length avg: 48.1 +Unique strings tracked: 18 +Top 5 string values: + 'https://www.youtube.com/watch?v=jVIJEq3oPW4&t=...': 6 (11.3%) + 'https://www.youtube.com/watch?v=sY93IUGcQiQ': 6 (11.3%) + 'https://i.redd.it/5alxqolheu311.png': 5 (9.4%) + 'https://youtu.be/gRloEp7Oyzc': 5 (9.4%) + 'https://www.youtube.com/watch?v=coimLaXivok': 3 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 15,567/11,904,498 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 15,567/11,904,498 (0.1%) +Types: list:15,567 +Null/Empty: empty_arr:15,567 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 15,567/11,904,498 (0.1%) +Types: str:15,567 +String length avg: 85.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://docs.google.com/forms/d/e/1FAIpQLSeqyXsWW0...': 31 (0.2%) + 'https://www.chainxchange.io/': 29 (0.2%) + 'https://icocryptex.io/?utm_source=reddit&utm_m...': 19 (0.1%) + 'https://gen.xyz/birthday': 17 (0.1%) + 'https://www.adventurevapes.com': 16 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 15,567/11,904,498 (0.1%) +Types: bool:15,567 +Booleans: true:0 (0.0%), false:15,567 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 15,567/11,904,498 (0.1%) +Types: str:15,567 +Null/Empty: empty_str:1,307 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/zB96Yx0K2YlG...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/O5KjjH11jJ_V...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/i1XWC9DDE7QD...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/fSZZVxr-f4-q...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/XpDrypqpNhbG...': 7 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 15,567/11,904,498 (0.1%) +Types: dict:15,567 +Null/Empty: empty_obj:15,567 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 15,567/11,904,498 (0.1%) +Types: bool:15,567 +Booleans: true:15,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 15,567/11,904,498 (0.1%) +Types: bool:15,567 +Booleans: true:15,567 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 15,567/11,904,498 (0.1%) +Types: list:15,237, NoneType:330 +Null/Empty: null:330, empty_arr:14,990 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 15,567/11,904,498 (0.1%) +Types: NoneType:15,567 +Null/Empty: null:15,567 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 94/11,904,498 (0.0%) +Types: str:58, NoneType:36 +Null/Empty: null:36 +String length avg: 8.9 +Unique strings tracked: 6 +String values distribution: + 'Learn More': 31 (53.4%) + 'Sign Up': 10 (17.2%) + 'Shop Now': 8 (13.8%) + 'Download': 6 (10.3%) + 'View More': 2 (3.4%) + 'Watch Now': 1 (1.7%) + +================================================================================ + +================================================================================ +FILE: RS_2018-07.jsonl +Analysis Time: 2026-01-15 09:52:38 +================================================================================ +Total lines: 13,305,762 +Processed lines: 13,305,762 +Total unique fields: 102 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 343 (0.0%) + 'Chabombs': 19 (0.0%) + 'JasonTheRacer': 19 (0.0%) + 'sharewithme': 13 (0.0%) + 'AutoModerator': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:9,073,921, str:4,231,841 +Null/Empty: null:9,073,921, empty_str:4,170,523 +String length avg: 7.1 +Unique strings tracked: 927 +Top 5 string values: + '#dadada': 8,706 (14.2%) + '#ff66ac': 7,481 (12.2%) + '#ffffff': 3,810 (6.2%) + '#edeff1': 3,664 (6.0%) + '#4c9bee': 1,861 (3.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,812,274, str:1,493,488 +Null/Empty: null:11,812,274, empty_str:226,958 +String length avg: 8.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 41 (0.0%) + 'goldBjorn': 18 (0.0%) + 'xbox': 17 (0.0%) + 'flashing': 17 (0.0%) + 'PS4': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:12,621,584, str:684,178 +Null/Empty: null:12,621,584, empty_str:31,618 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 51 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 39 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 29 (0.0%) + '1e203dbe-69a9-11e8-a03f-0e334bd7bf46': 28 (0.0%) + 'f86d1694-6b62-11e8-a872-0e57d35b06d2': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,655,508, str:1,650,254 +Null/Empty: null:11,655,508, empty_str:268,263 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 33 (0.0%) + 'Danish Mafioso': 15 (0.0%) + 'I don't feel so good': 13 (0.0%) + 'PS4': 13 (0.0%) + 'Robot Butler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:9,073,921, str:4,231,841 +Null/Empty: null:9,073,921 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,200,392 (99.3%) + 'light': 31,449 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:10,778,771 (81.0%), false:2,526,991 (19.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,287,945, str:17,817 +Null/Empty: null:13,287,945 +String length avg: 9.9 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,921 (22.0%) + 'gaming': 2,681 (15.0%) + 'drawing_and_painting': 2,289 (12.8%) + 'photography': 2,109 (11.8%) + 'entertainment': 1,921 (10.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,033,026, list:272,736 +Null/Empty: null:13,033,026 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:4,974 (0.0%), false:13,300,788 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:1,530,403,200, max:1,533,081,599, avg:1531756863.3 +Numeric std dev: 766408.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,244,174, str:61,588 +Null/Empty: null:13,244,174 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 61,554 (99.9%) + 'admin': 34 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 682 (0.0%) + 'i.imgur.com': 97 (0.0%) + 'youtube.com': 93 (0.0%) + 'imgur.com': 83 (0.0%) + 'youtu.be': 65 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:12,850,395, float:455,367 +Booleans: true:0 (0.0%), false:12,850,395 (100.0%) +Numeric values: 455,367 total +Numeric range: min:1,530,403,507.0, max:1,537,277,299.0, avg:1531869929.6 +Numeric std dev: 890195.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:75, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:6,632 (0.0%), false:13,299,130 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8v61ga': 1 (0.0%) + '8v61o1': 1 (0.0%) + '8v61oe': 1 (0.0%) + '8v61oj': 1 (0.0%) + '8v61p6': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:8,478,059 (63.7%), false:4,827,703 (36.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:48,296 (0.4%), false:13,257,466 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:2,881,719 (21.7%), false:10,424,043 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:5,551,468 (41.7%), false:7,754,294 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:161,606 (1.2%), false:13,144,156 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +Null/Empty: empty_str:12,614,495 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#646d73': 3,929 (0.6%) + '#ffb000': 1,087 (0.2%) + '#373c3f': 621 (0.1%) + '#ea0027': 600 (0.1%) + '#0079d3': 401 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:10,100,716, str:3,205,046 +Null/Empty: null:10,100,716, empty_str:427,510 +String length avg: 6.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 145 (0.0%) + 'b': 138 (0.0%) + 'question': 86 (0.0%) + 'xbox': 60 (0.0%) + 'f': 53 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,305,762/13,305,762 (100.0%) +Types: list:13,305,762 +Null/Empty: empty_arr:12,160,240 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,227,586, str:2,078,176 +Null/Empty: null:11,227,586, empty_str:201,789 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 94 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 27 (0.0%) + '4afad2f2-0d30-11e8-8524-0edf46a49694': 23 (0.0%) + 'a46934cc-cd94-11e7-8215-0e72d2fb0b12': 20 (0.0%) + '99845830-3de1-11e8-b68b-0ebc94cb15f2': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:10,013,225, str:3,292,537 +Null/Empty: null:10,013,225, empty_str:189,590 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 127 (0.0%) + 'DISCUSSION': 106 (0.0%) + 'Question': 79 (0.0%) + 'PS4': 46 (0.0%) + 'Xbox': 36 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 12,760,780 (95.9%) + 'light': 544,982 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 12,160,240 (91.4%) + 'richtext': 1,145,522 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:150,744 (1.1%), false:13,155,018 (98.9%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:12,024,082, dict:1,281,680 +Null/Empty: null:12,024,082 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,305,762/13,305,762 (100.0%) +Types: dict:13,305,762 +Null/Empty: empty_obj:12,182,124 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:123 (0.0%), false:13,305,639 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:7,908,852 (59.4%), false:5,396,910 (40.6%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:81,277, avg:7.7 +Numeric std dev: 94.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:248, avg:0.0 +Numeric std dev: 0.3 +Unique numbers tracked: 70 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:1,210,939 (9.1%), false:12,094,823 (90.9%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +String length avg: 8.2 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,416,696 (76.5%) + 'house_only': 858,113 (10.2%) + 'promo_adult_nsfw': 848,338 (10.1%) + 'no_ads': 199,274 (2.4%) + 'promo_all': 47,762 (0.6%) + 'promo_specified': 15,308 (0.2%) + 'promo_adult': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/FireEmblemHeroes/comments/8v61ga/eirika_conquer...': 1 (0.0%) + '/r/u_Skyblock75/comments/8v61o1/coon/': 1 (0.0%) + '/r/aww/comments/8v61oe/the_way_my_buddy_places_wit...': 1 (0.0%) + '/r/u_waltico90/comments/8v61oj/x_remix_nicky_jam_l...': 1 (0.0%) + '/r/dndnext/comments/8v61p6/true_polymorphing_to_ge...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +Numeric values: 8,385,571 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,416,696 (76.5%) + 1: 873,501 (10.4%) + 3: 848,338 (10.1%) + 0: 199,274 (2.4%) + 5: 47,762 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:0 (0.0%), false:13,305,762 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:13,304,745, str:1,017 +Null/Empty: null:13,304,745 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,017 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:1,536,466,711, max:1,537,413,606, avg:1536595438.9 +Numeric std dev: 74122.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:254,669, avg:66.8 +Numeric std dev: 1032.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:12,024,082, dict:1,281,680 +Null/Empty: null:12,024,082 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,305,762/13,305,762 (100.0%) +Types: dict:13,305,762 +Null/Empty: empty_obj:12,182,124 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +Null/Empty: empty_str:6,989,510 +String length avg: 330.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 733 (0.0%) + '[removed]': 350 (0.0%) + 'Welcome to Watch Croatia vs Denmark live streaming...': 6 (0.0%) + ' ': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:11,239,039 (84.5%), false:2,066,723 (15.5%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:74,943 (0.6%), false:13,230,819 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,305,762/13,305,762 (100.0%) +Types: bool:13,305,762 +Booleans: true:8,619 (0.1%), false:13,297,143 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'FortNiteBR': 60 (0.0%) + 'AskReddit': 26 (0.0%) + 'me_irl': 20 (0.0%) + 'RocketLeagueExchange': 19 (0.0%) + 'ClanPoints': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3oeyf': 60 (0.0%) + 't5_2qh1i': 26 (0.0%) + 't5_2vegg': 20 (0.0%) + 't5_3g4tc': 19 (0.0%) + 't5_krq93': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 12.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/FortNiteBR': 60 (0.0%) + 'r/AskReddit': 26 (0.0%) + 'r/me_irl': 20 (0.0%) + 'r/RocketLeagueExchange': 19 (0.0%) + 'r/ClanPoints': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:13,305,762 +Numeric values: 13,305,762 total +Numeric range: min:0, max:29,292,004, avg:1461157.7 +Numeric std dev: 4544598.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 11,806,361 (88.7%) + 'restricted': 946,901 (7.1%) + 'user': 552,336 (4.2%) + 'private': 122 (0.0%) + 'gold_restricted': 42 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,305,762/13,305,762 (100.0%) +Types: NoneType:11,479,497, str:1,826,265 +Null/Empty: null:11,479,497 +String length avg: 5.3 +Unique strings tracked: 7 +String values distribution: + 'confidence': 683,522 (37.4%) + 'qa': 559,930 (30.7%) + 'new': 333,388 (18.3%) + 'top': 228,285 (12.5%) + 'old': 17,003 (0.9%) + 'controversial': 4,016 (0.2%) + 'random': 121 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 28.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,424 (0.0%) + 'self': 1,036 (0.0%) + 'nsfw': 160 (0.0%) + 'image': 40 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:7,345,579, NoneType:5,960,183 +Null/Empty: null:5,960,183 +Numeric values: 7,345,579 total +Numeric range: min:1, max:140, avg:108.9 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:7,345,579, NoneType:5,960,183 +Null/Empty: null:5,960,183 +Numeric values: 7,345,579 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me irl': 5 (0.0%) + 'hmmm': 5 (0.0%) + 'Me_irl': 3 (0.0%) + 'White Sox vs Rangers 9:00 PM ET Live stream HD 108...': 3 (0.0%) + 'Marie's Sniper Tries Too Act Alpha': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:13,305,762 +String length avg: 70.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.redd.it/a0nci0nx88711.jpg': 3 (0.0%) + 'https://watchsoccergames.live/white-sox-vs-rangers...': 3 (0.0%) + 'https://neatclip.com/clip/v3orlr230': 2 (0.0%) + 'https://www.youtube.com/attribution_link?a=1bXkzmD...': 2 (0.0%) + 'https://i.redd.it/1wnbhs9z88711.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,305,762/13,305,762 (100.0%) +Types: str:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,371,010 (76.0%) + 'promo_adult_nsfw': 894,782 (10.7%) + 'house_only': 858,113 (10.2%) + 'no_ads': 199,274 (2.4%) + 'promo_all': 47,004 (0.6%) + 'promo_specified': 15,308 (0.2%) + 'promo_adult': 80 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,305,762/13,305,762 (100.0%) +Types: int:8,385,571, NoneType:4,920,191 +Null/Empty: null:4,920,191 +Numeric values: 8,385,571 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,371,010 (76.0%) + 3: 894,782 (10.7%) + 1: 873,501 (10.4%) + 0: 199,274 (2.4%) + 5: 47,004 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 10,778,771/13,305,762 (81.0%) +Types: int:10,777,954, NoneType:817 +Null/Empty: null:817 +Numeric values: 10,777,954 total +Numeric range: min:1,118,030,400, max:1,533,081,430, avg:1471560263.2 +Numeric std dev: 64730740.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 10,778,771/13,305,762 (81.0%) +Types: list:10,778,771 +Null/Empty: empty_arr:10,331,338 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 10,778,771/13,305,762 (81.0%) +Types: str:10,778,771 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,331,338 (95.8%) + 'richtext': 447,433 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 10,778,771/13,305,762 (81.0%) +Types: str:10,778,771 +String length avg: 9.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_hcdy8': 19 (0.0%) + 't2_nc2gx': 19 (0.0%) + 't2_bcevk': 13 (0.0%) + 't2_6l4z3': 9 (0.0%) + 't2_6sklr': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,150,446/13,305,762 (38.7%) +Types: str:5,150,446 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,007,770 (39.0%) + 'link': 1,966,077 (38.2%) + 'rich:video': 592,070 (11.5%) + 'self': 482,555 (9.4%) + 'hosted:video': 99,506 (1.9%) + 'video': 2,468 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,150,446/13,305,762 (38.7%) +Types: dict:5,150,446 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 268,394/13,305,762 (2.0%) +Types: str:268,394 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_8v6kbs': 15 (0.0%) + 't3_8v4ht0': 9 (0.0%) + 't3_8v58hw': 9 (0.0%) + 't3_8v4ol6': 8 (0.0%) + 't3_8v5axa': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 268,394/13,305,762 (2.0%) +Types: list:268,394 +Null/Empty: empty_arr:2,484 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 108,937/13,305,762 (0.8%) +Types: NoneType:108,937 +Null/Empty: null:108,937 + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 71,034/13,305,762 (0.5%) +Types: list:71,034 +Null/Empty: empty_arr:69,366 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 35,913/13,305,762 (0.3%) +Types: bool:35,913 +Booleans: true:35,913 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,258/13,305,762 (0.1%) +Types: str:16,151, NoneType:107 +Null/Empty: null:107 +String length avg: 10.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_1lik7vvo': 86 (0.5%) + 't2_wxr0g3o': 75 (0.5%) + 't2_1f5ar8v0': 68 (0.4%) + 't2_1ldqct3i': 55 (0.3%) + 't2_117t65': 47 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,258/13,305,762 (0.1%) +Types: str:13,083, NoneType:3,175 +Null/Empty: null:3,175 +String length avg: 24.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.winc.com': 75 (0.6%) + 'http://colendi.com/': 71 (0.5%) + 'WEBTOON.COM': 55 (0.4%) + 'http://www.zeta.systems': 47 (0.4%) + 'lemonade.com': 41 (0.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,224, str:34 +Null/Empty: null:16,224 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 27 (79.4%) + 'iframe': 7 (20.6%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,224, str:34 +Null/Empty: null:16,224 +String length avg: 44.2 +Unique strings tracked: 17 +Top 5 string values: + 'https://www.twitch.tv/PrimeVideo': 5 (14.7%) + 'https://www.youtube.com/watch?v=-YAgsWn3jBw': 4 (11.8%) + 'https://www.twitch.tv/ELEAGUEtv': 3 (8.8%) + 'https://www.twitch.tv/overwatchleague': 3 (8.8%) + 'https://products.gobankingrates.com/r/02350ce9420d...': 3 (8.8%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,258/13,305,762 (0.1%) +Types: list:16,258 +Null/Empty: empty_arr:16,258 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,258/13,305,762 (0.1%) +Types: list:16,258 +Null/Empty: empty_arr:16,258 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,258/13,305,762 (0.1%) +Types: str:16,258 +String length avg: 93.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://hubs.ly/H0cSnzk0': 25 (0.2%) + 'https://www.reddit.com/r/DCFU/': 22 (0.1%) + 'https://tracking.cswsaa.com/aff_c?offer_id=18554&a...': 18 (0.1%) + 'https://www.kickstarter.com/projects/328862817/zom...': 16 (0.1%) + 'https://makeamericafloatagain.com': 15 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,258/13,305,762 (0.1%) +Types: bool:16,258 +Booleans: true:0 (0.0%), false:16,258 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,258/13,305,762 (0.1%) +Types: str:16,258 +Null/Empty: empty_str:1,225 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/yiJacqT7M8xn...': 21 (0.1%) + 'https://reddit-image.s3.amazonaws.com/hApF7bIwwKPn...': 18 (0.1%) + 'https://reddit-image.s3.amazonaws.com/qCl4-zkvpOU-...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/BQ9G35GZl6YR...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/gkj9Y0wYNgzh...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,258/13,305,762 (0.1%) +Types: dict:16,258 +Null/Empty: empty_obj:16,258 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,258/13,305,762 (0.1%) +Types: bool:16,258 +Booleans: true:16,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,258/13,305,762 (0.1%) +Types: bool:16,258 +Booleans: true:16,258 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,258/13,305,762 (0.1%) +Types: list:15,850, NoneType:408 +Null/Empty: null:408, empty_arr:15,478 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,258/13,305,762 (0.1%) +Types: NoneType:16,258 +Null/Empty: null:16,258 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 9,897/13,305,762 (0.1%) +Types: str:9,869, NoneType:28 +Null/Empty: null:28 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 2,883 (29.2%) + 'Shop Now': 2,600 (26.3%) + 'View More': 1,114 (11.3%) + 'Sign Up': 883 (8.9%) + 'Install': 612 (6.2%) + +================================================================================ + +================================================================================ +FILE: RS_2018-08.jsonl +Analysis Time: 2026-01-15 10:14:52 +================================================================================ +Total lines: 13,408,255 +Processed lines: 13,408,255 +Total unique fields: 102 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 268 (0.0%) + 'autotldr': 16 (0.0%) + 'Chabombs': 15 (0.0%) + 'sharewithme': 14 (0.0%) + 'wikinews-bot': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:9,565,058, str:3,843,197 +Null/Empty: null:9,565,058, empty_str:3,776,431 +String length avg: 7.1 +Unique strings tracked: 980 +Top 5 string values: + '#dadada': 11,386 (17.1%) + '#ff66ac': 5,794 (8.7%) + '#ffffff': 3,730 (5.6%) + '#edeff1': 3,504 (5.2%) + '#0079d3': 2,632 (3.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,092,426, str:1,315,829 +Null/Empty: null:12,092,426, empty_str:244,105 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 31 (0.0%) + 'flashing': 23 (0.0%) + 'MURICA': 17 (0.0%) + 'xbox': 17 (0.0%) + 'ver': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,679,762, str:728,493 +Null/Empty: null:12,679,762, empty_str:71,665 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 81 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 40 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 23 (0.0%) + 'dc4c17c8-717a-11e6-8b10-0edffd895179': 16 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:11,902,339, str:1,505,916 +Null/Empty: null:11,902,339, empty_str:246,499 +String length avg: 17.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 27 (0.0%) + 'BOT': 18 (0.0%) + 'verified': 13 (0.0%) + 'New arrival.': 12 (0.0%) + 'PS4': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:9,565,058, str:3,843,197 +Null/Empty: null:9,565,058 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,809,523 (99.1%) + 'light': 33,674 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:11,124,484 (83.0%), false:2,283,771 (17.0%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,391,108, str:17,147 +Null/Empty: null:13,391,108 +String length avg: 10.2 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,539 (20.6%) + 'gaming': 2,717 (15.8%) + 'drawing_and_painting': 2,704 (15.8%) + 'photography': 1,952 (11.4%) + 'entertainment': 1,767 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,146,766, list:261,489 +Null/Empty: null:13,146,766 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:5,816 (0.0%), false:13,402,439 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:1,533,081,600, max:1,535,759,999, avg:1534419530.3 +Numeric std dev: 777906.6 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,337,960, str:70,295 +Null/Empty: null:13,337,960 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 70,255 (99.9%) + 'admin': 40 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 13.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 555 (0.0%) + 'i.imgur.com': 83 (0.0%) + 'youtube.com': 80 (0.0%) + 'imgur.com': 64 (0.0%) + 'self.AskReddit': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:12,946,802, float:461,453 +Booleans: true:0 (0.0%), false:12,946,802 (100.0%) +Numeric values: 461,453 total +Numeric range: min:1,533,081,746.0, max:1,537,361,254.0, avg:1534483185.9 +Numeric std dev: 806842.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:32, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 18 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: hide_score Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:7,190 (0.1%), false:13,401,065 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '93juu8': 1 (0.0%) + '93juwl': 1 (0.0%) + '93juwm': 1 (0.0%) + '93juwn': 1 (0.0%) + '93juwo': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:8,724,684 (65.1%), false:4,683,571 (34.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:53,519 (0.4%), false:13,354,736 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:2,910,214 (21.7%), false:10,498,041 (78.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:5,614,647 (41.9%), false:7,793,608 (58.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:170,355 (1.3%), false:13,237,900 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +Null/Empty: empty_str:12,688,740 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#646d73': 1,355 (0.2%) + '#ffb000': 852 (0.1%) + '#373c3f': 392 (0.1%) + '#ea0027': 384 (0.1%) + '#0079d3': 304 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:10,248,203, str:3,160,052 +Null/Empty: null:10,248,203, empty_str:348,563 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 170 (0.0%) + 'question': 129 (0.0%) + 'xbox': 104 (0.0%) + 'one': 70 (0.0%) + 'image': 66 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,408,255/13,408,255 (100.0%) +Types: list:13,408,255 +Null/Empty: empty_arr:12,260,091 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:11,410,085, str:1,998,170 +Null/Empty: null:11,410,085, empty_str:40,796 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 26 (0.0%) + 'b0d9b3a8-f923-11e1-859b-12313d14a568': 19 (0.0%) + '9baa7d3e-91f5-11e8-a2d9-0e9f416bb83c': 17 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 17 (0.0%) + '7142cbe8-b4a2-11e4-89f6-22000b2c0699': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:10,250,358, str:3,157,897 +Null/Empty: null:10,250,358, empty_str:8,507 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 150 (0.0%) + 'Question': 99 (0.0%) + 'Xbox': 50 (0.0%) + 'PS4': 47 (0.0%) + 'Image': 46 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 12,861,064 (95.9%) + 'light': 547,191 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 12,260,091 (91.4%) + 'richtext': 1,148,164 (8.6%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:165,789 (1.2%), false:13,242,466 (98.8%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,149,354, dict:1,258,901 +Null/Empty: null:12,149,354 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,408,255/13,408,255 (100.0%) +Types: dict:13,408,255 +Null/Empty: empty_obj:12,315,657 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:107 (0.0%), false:13,408,148 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:8,018,248 (59.8%), false:5,390,007 (40.2%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:40,271, avg:7.6 +Numeric std dev: 73.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:1,121, avg:0.0 +Numeric std dev: 0.5 +Unique numbers tracked: 75 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:1,211,465 (9.0%), false:12,196,790 (91.0%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,208,048 (75.7%) + 'promo_adult_nsfw': 873,666 (10.7%) + 'house_only': 857,991 (10.5%) + 'no_ads': 187,908 (2.3%) + 'promo_all': 53,850 (0.7%) + 'promo_specified': 16,449 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 67.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/greatawakening/comments/93juu8/president_trump_...': 1 (0.0%) + '/r/HungryArtists/comments/93juwl/for_hire_animesty...': 1 (0.0%) + '/r/EarthPorn/comments/93juwm/the_smoke_in_yosemite...': 1 (0.0%) + '/r/DevilmanCrybaby/comments/93juwn/i_make_video_es...': 1 (0.0%) + '/r/wow/comments/93juwo/my_take_on_the_real_problem...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +Numeric values: 8,197,951 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,208,048 (75.7%) + 1: 874,479 (10.7%) + 3: 873,666 (10.7%) + 0: 187,908 (2.3%) + 5: 53,850 (0.7%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:0 (0.0%), false:13,408,255 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:13,407,605, str:650 +Null/Empty: null:13,407,605 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 650 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:1,536,690,935, max:1,537,420,861, avg:1536763659.3 +Numeric std dev: 43077.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:184,753, avg:66.0 +Numeric std dev: 1014.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:12,149,354, dict:1,258,901 +Null/Empty: null:12,149,354 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,408,255/13,408,255 (100.0%) +Types: dict:13,408,255 +Null/Empty: empty_obj:12,315,657 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +Null/Empty: empty_str:7,104,002 +String length avg: 368.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 632 (0.0%) + '[removed]': 450 (0.0%) + ' ': 4 (0.0%) + 'Title': 3 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:11,257,187 (84.0%), false:2,151,068 (16.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:70,488 (0.5%), false:13,337,767 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,408,255/13,408,255 (100.0%) +Types: bool:13,408,255 +Booleans: true:11,421 (0.1%), false:13,396,834 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 34 (0.0%) + 'DotA2': 22 (0.0%) + 'autotldr': 19 (0.0%) + 'FortNiteBR': 17 (0.0%) + 'RocketLeagueExchange': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 34 (0.0%) + 't5_2s580': 22 (0.0%) + 't5_2thsh': 19 (0.0%) + 't5_3oeyf': 17 (0.0%) + 't5_3g4tc': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 34 (0.0%) + 'r/DotA2': 22 (0.0%) + 'r/autotldr': 19 (0.0%) + 'r/FortNiteBR': 17 (0.0%) + 'r/RocketLeagueExchange': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:13,408,255 +Numeric values: 13,408,255 total +Numeric range: min:0, max:29,392,687, avg:1446629.9 +Numeric std dev: 4547040.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 11,813,056 (88.1%) + 'restricted': 997,133 (7.4%) + 'user': 597,987 (4.5%) + 'private': 55 (0.0%) + 'gold_restricted': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,408,255/13,408,255 (100.0%) +Types: NoneType:11,498,027, str:1,910,228 +Null/Empty: null:11,498,027 +String length avg: 5.3 +Unique strings tracked: 7 +String values distribution: + 'confidence': 700,302 (36.7%) + 'qa': 605,594 (31.7%) + 'new': 339,034 (17.7%) + 'top': 244,086 (12.8%) + 'old': 16,490 (0.9%) + 'controversial': 4,599 (0.2%) + 'random': 123 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 28.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,471 (0.0%) + 'self': 1,047 (0.0%) + 'nsfw': 178 (0.0%) + 'image': 42 (0.0%) + 'spoiler': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:7,351,222, NoneType:6,057,033 +Null/Empty: null:6,057,033 +Numeric values: 7,351,222 total +Numeric range: min:1, max:140, avg:109.0 +Numeric std dev: 28.2 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:7,351,222, NoneType:6,057,033 +Null/Empty: null:6,057,033 +Numeric values: 7,351,222 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.6 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +Null/Empty: empty_str:1 +String length avg: 55.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'me_irl': 3 (0.0%) + 'Match Thread: Manchester United vs Real Madrid [In...': 3 (0.0%) + 'Vienna Black - Cute Latina Gets Her Present': 2 (0.0%) + 'Jebaited Reckful.': 2 (0.0%) + 'me irl': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:13,408,255 +String length avg: 71.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://i.imgur.com/ErKdi6Q.gifv': 3 (0.0%) + 'https://i.redd.it/ftvwndiogdd11.jpg': 2 (0.0%) + 'https://clips.twitch.tv/GoodGloriousTireKappaRoss': 2 (0.0%) + 'https://www.reddit.com/r/Bitcoin/comments/93jv33/e...': 2 (0.0%) + 'http://newsforgamers.net/2018/07/31/sea-of-thieves...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,408,255/13,408,255 (100.0%) +Types: str:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,163,972 (75.2%) + 'promo_adult_nsfw': 918,487 (11.2%) + 'house_only': 857,991 (10.5%) + 'no_ads': 187,908 (2.3%) + 'promo_all': 53,105 (0.6%) + 'promo_specified': 16,449 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,408,255/13,408,255 (100.0%) +Types: int:8,197,951, NoneType:5,210,304 +Null/Empty: null:5,210,304 +Numeric values: 8,197,951 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,163,972 (75.2%) + 3: 918,487 (11.2%) + 1: 874,479 (10.7%) + 0: 187,908 (2.3%) + 5: 53,105 (0.6%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 11,124,484/13,408,255 (83.0%) +Types: int:11,072,140, NoneType:52,344 +Null/Empty: null:52,344 +Numeric values: 11,072,140 total +Numeric range: min:1,118,030,400, max:1,535,647,182, avg:1474361450.8 +Numeric std dev: 65168112.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,124,484/13,408,255 (83.0%) +Types: list:11,124,484 +Null/Empty: empty_arr:10,677,389 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,124,484/13,408,255 (83.0%) +Types: str:11,124,484 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,677,389 (96.0%) + 'richtext': 447,095 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 11,124,484/13,408,255 (83.0%) +Types: str:11,124,484 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_6sklr': 17 (0.0%) + 't2_hcdy8': 15 (0.0%) + 't2_bcevk': 14 (0.0%) + 't2_7j1ul9h': 6 (0.0%) + 't2_yqf1o': 4 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,272,421/13,408,255 (39.3%) +Types: str:5,272,421 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,034,546 (38.6%) + 'link': 2,009,111 (38.1%) + 'rich:video': 581,709 (11.0%) + 'self': 539,522 (10.2%) + 'hosted:video': 105,724 (2.0%) + 'video': 1,809 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,272,421/13,408,255 (39.3%) +Types: dict:5,272,421 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 328,532/13,408,255 (2.5%) +Types: str:328,532 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_93jg37': 12 (0.0%) + 't3_93d9x4': 11 (0.0%) + 't3_93i5c9': 9 (0.0%) + 't3_93gykb': 9 (0.0%) + 't3_93iso3': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 328,532/13,408,255 (2.5%) +Types: list:328,532 +Null/Empty: empty_arr:2,870 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 128,097/13,408,255 (1.0%) +Types: NoneType:128,097 +Null/Empty: null:128,097 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 33,372/13,408,255 (0.2%) +Types: bool:33,372 +Booleans: true:33,372 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: previous_visits Occurrence: 18,153/13,408,255 (0.1%) +Types: list:18,153 +Null/Empty: empty_arr:17,754 + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,581/13,408,255 (0.1%) +Types: str:16,535, NoneType:46 +Null/Empty: null:46 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_9fpoz': 71 (0.4%) + 't2_1w6uuu4k': 58 (0.4%) + 't2_x26g20h': 54 (0.3%) + 't2_106xdnq7': 41 (0.2%) + 't2_ctb2l2s': 37 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,581/13,408,255 (0.1%) +Types: str:13,309, NoneType:3,272 +Null/Empty: null:3,272 +String length avg: 24.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.offerup.com/download': 58 (0.4%) + 'Choose.CA': 40 (0.3%) + 'lemonade.com': 37 (0.3%) + 'thinkful.com': 33 (0.2%) + 'www.ragingbone.com': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,540, str:41 +Null/Empty: null:16,540 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 23 (56.1%) + 'iframe': 18 (43.9%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,540, str:41 +Null/Empty: null:16,540 +String length avg: 50.6 +Unique strings tracked: 16 +Top 5 string values: + 'https://imgur.com/a/ieym32P': 9 (22.0%) + 'https://player.wbur.org/endlessthread/2018/08/24/u...': 6 (14.6%) + 'https://player.wbur.org/endlessthread/2018/08/31/t...': 5 (12.2%) + 'https://player.wbur.org/endlessthread/2018/08/17/l...': 4 (9.8%) + 'https://music.youtube.com/playlist?list=RDCLAK5uy_...': 3 (7.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,581/13,408,255 (0.1%) +Types: list:16,581 +Null/Empty: empty_arr:16,581 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,581/13,408,255 (0.1%) +Types: list:16,581 +Null/Empty: empty_arr:16,581 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,581/13,408,255 (0.1%) +Types: str:16,581 +String length avg: 87.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://app.appsflyer.com/id468996152?af_ad_id={{C...': 18 (0.1%) + 'http://coupon.beyda.cn/deals/gaming-headset': 10 (0.1%) + 'https://www.osexy.fr/': 10 (0.1%) + 'https://app.appsflyer.com/com.offerup?af_ad_id={{C...': 8 (0.0%) + 'https://app.appsflyer.com/id468996152?af_ad_id={{C...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,581/13,408,255 (0.1%) +Types: bool:16,581 +Booleans: true:0 (0.0%), false:16,581 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,581/13,408,255 (0.1%) +Types: str:16,581 +Null/Empty: empty_str:1,541 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/dMnC9rlyMbFm...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/nWpd9X9wIRow...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/H7wStb0LVPRw...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/BckHvZUtnXeL...': 9 (0.1%) + 'https://reddit-image.s3.amazonaws.com/bQjAxthaA7rD...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,581/13,408,255 (0.1%) +Types: dict:16,581 +Null/Empty: empty_obj:16,581 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,581/13,408,255 (0.1%) +Types: bool:16,581 +Booleans: true:16,581 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,581/13,408,255 (0.1%) +Types: bool:16,581 +Booleans: true:16,581 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,581/13,408,255 (0.1%) +Types: list:16,144, NoneType:437 +Null/Empty: null:437, empty_arr:15,556 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,581/13,408,255 (0.1%) +Types: NoneType:16,581 +Null/Empty: null:16,581 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 12,466/13,408,255 (0.1%) +Types: str:12,450, NoneType:16 +Null/Empty: null:16 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,715 (29.8%) + 'Shop Now': 3,328 (26.7%) + 'View More': 1,723 (13.8%) + 'Sign Up': 1,108 (8.9%) + 'Install': 754 (6.1%) + +================================================================================ + +================================================================================ +FILE: RS_2018-09.jsonl +Analysis Time: 2026-01-15 10:37:28 +================================================================================ +Total lines: 13,107,215 +Processed lines: 13,107,215 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 295 (0.0%) + 'sharewithme': 16 (0.0%) + 'zhangp_0409': 14 (0.0%) + 'Deyuii': 9 (0.0%) + 'RPBot': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:9,340,864, str:3,766,351 +Null/Empty: null:9,340,864, empty_str:3,678,976 +String length avg: 7.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 9,930 (11.4%) + '#dadada': 8,255 (9.4%) + '#ff66ac': 4,045 (4.6%) + '#edeff1': 3,271 (3.7%) + '#0079d3': 2,469 (2.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,829,533, str:1,277,682 +Null/Empty: null:11,829,533, empty_str:250,319 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'flashing': 48 (0.0%) + 'default': 29 (0.0%) + 'PS4': 27 (0.0%) + 'MURICA': 24 (0.0%) + 'ver': 20 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:12,361,699, str:745,516 +Null/Empty: null:12,361,699, empty_str:69,969 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 70 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 55 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 19 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 13 (0.0%) + '3d907e20-7f98-11e8-bf2e-0e9529ef79a8': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,669,573, str:1,437,642 +Null/Empty: null:11,669,573, empty_str:220,901 +String length avg: 17.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 32 (0.0%) + 'PS4': 20 (0.0%) + 'BOT': 17 (0.0%) + 'verified': 14 (0.0%) + ' ': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:9,340,864, str:3,766,351 +Null/Empty: null:9,340,864 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,726,407 (98.9%) + 'light': 39,944 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:10,761,600 (82.1%), false:2,345,615 (17.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:0 (0.0%), false:13,107,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:13,091,913, str:15,302 +Null/Empty: null:13,091,913 +String length avg: 10.1 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,450 (22.5%) + 'drawing_and_painting': 2,372 (15.5%) + 'gaming': 2,047 (13.4%) + 'photography': 1,792 (11.7%) + 'entertainment': 1,490 (9.7%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:12,900,459, list:206,756 +Null/Empty: null:12,900,459 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:5,686 (0.0%), false:13,101,529 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:1,535,760,000, max:1,538,351,999, avg:1537071056.2 +Numeric std dev: 744883.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:13,037,871, str:69,344 +Null/Empty: null:13,037,871 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,300 (99.9%) + 'admin': 44 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 601 (0.0%) + 'youtube.com': 86 (0.0%) + 'i.imgur.com': 81 (0.0%) + 'imgur.com': 78 (0.0%) + 'youtu.be': 64 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:12,678,668, int:428,547 +Booleans: true:0 (0.0%), false:12,678,668 (100.0%) +Numeric values: 428,547 total +Numeric range: min:1,535,760,155, max:1,540,197,006, avg:1537143955.3 +Numeric std dev: 797109.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:45, avg:0.0 +Numeric std dev: 0.0 +Unique numbers tracked: 21 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:0 (0.0%), false:13,107,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9byp4p': 1 (0.0%) + '9byp4q': 1 (0.0%) + '9byp4r': 1 (0.0%) + '9byp4s': 1 (0.0%) + '9byp4t': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:8,361,472 (63.8%), false:4,745,743 (36.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:10 (0.0%), false:13,107,205 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:56,351 (0.4%), false:13,050,864 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:2,883,136 (22.0%), false:10,224,079 (78.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:5,368,661 (41.0%), false:7,738,554 (59.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:173,209 (1.3%), false:12,934,006 (98.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +Null/Empty: empty_str:12,364,011 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#761fa1': 961 (0.1%) + '#ffb000': 619 (0.1%) + '#b8001f': 448 (0.1%) + '#ea0027': 405 (0.1%) + '#373c3f': 357 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:10,104,618, str:3,002,597 +Null/Empty: null:10,104,618, empty_str:375,531 +String length avg: 6.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 155 (0.0%) + 'question': 143 (0.0%) + 'xbox': 78 (0.0%) + 'red': 65 (0.0%) + 'removed': 52 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,107,215/13,107,215 (100.0%) +Types: list:13,107,215 +Null/Empty: empty_arr:12,007,337 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,192,225, str:1,914,990 +Null/Empty: null:11,192,225 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 18 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 12 (0.0%) + '7142cbe8-b4a2-11e4-89f6-22000b2c0699': 11 (0.0%) + 'd50977ac-9447-11e8-8c25-0e40b4488568': 10 (0.0%) + '328ff9f0-9493-11e8-bb38-0eab79b479bc': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:10,117,932, str:2,989,283 +Null/Empty: null:10,117,932, empty_str:1,245 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 131 (0.0%) + 'Question': 113 (0.0%) + 'PS4': 50 (0.0%) + 'Xbox': 49 (0.0%) + 'Fluff': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 12,555,335 (95.8%) + 'light': 551,880 (4.2%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 4.3 +Unique strings tracked: 2 +String values distribution: + 'text': 12,007,337 (91.6%) + 'richtext': 1,099,878 (8.4%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:183,124 (1.4%), false:12,924,091 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,902,713, dict:1,204,502 +Null/Empty: null:11,902,713 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,107,215/13,107,215 (100.0%) +Types: dict:13,107,215 +Null/Empty: empty_obj:12,071,760 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:70 (0.0%), false:13,107,145 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:7,821,383 (59.7%), false:5,285,832 (40.3%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:48,545, avg:7.6 +Numeric std dev: 82.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:279, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 72 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:1,257,195 (9.6%), false:11,850,020 (90.4%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,054,281 (76.3%) + 'promo_adult_nsfw': 878,765 (11.1%) + 'house_only': 758,301 (9.6%) + 'no_ads': 183,681 (2.3%) + 'promo_all': 42,233 (0.5%) + 'promo_specified': 14,898 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 67.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/Dinosaurs/comments/9byp4p/journey_to_the_beginn...': 1 (0.0%) + '/r/UnsentLetters/comments/9byp4q/i_know_how_absolu...': 1 (0.0%) + '/r/islam/comments/9byp4r/eat_it_it_relates_to_isla...': 1 (0.0%) + '/r/bigdicklovers/comments/9byp4s/28_mf4m_midwest_a...': 1 (0.0%) + '/r/facepalm/comments/9byp4t/im_trying_so_hard_to_c...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:0 (0.0%), false:13,107,215 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +Numeric values: 7,932,198 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,054,281 (76.3%) + 3: 878,765 (11.1%) + 1: 773,238 (9.7%) + 0: 183,681 (2.3%) + 5: 42,233 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:101,183 (0.8%), false:13,006,032 (99.2%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:13,105,664, str:1,551 +Null/Empty: null:13,105,664 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:1,536,835,203, max:1,540,351,680, avg:1540106802.1 +Numeric std dev: 212023.5 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:195,757, avg:70.6 +Numeric std dev: 1042.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,902,713, dict:1,204,502 +Null/Empty: null:11,902,713 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,107,215/13,107,215 (100.0%) +Types: dict:13,107,215 +Null/Empty: empty_obj:12,071,760 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +Null/Empty: empty_str:7,042,032 +String length avg: 381.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 653 (0.0%) + '[removed]': 425 (0.0%) + '&#x200B;': 11 (0.0%) + ' + +FOX News legal expert and author **Gregg Jarrett...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:11,105,834 (84.7%), false:2,001,381 (15.3%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:75,628 (0.6%), false:13,031,587 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,107,215/13,107,215 (100.0%) +Types: bool:13,107,215 +Booleans: true:10,591 (0.1%), false:13,096,624 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 22 (0.0%) + 'dirtykikpals': 14 (0.0%) + 'mynews': 14 (0.0%) + 'Showerthoughts': 13 (0.0%) + 'FortNiteBR': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 22 (0.0%) + 't5_2wtau': 14 (0.0%) + 't5_2qi83': 14 (0.0%) + 't5_2szyo': 13 (0.0%) + 't5_3oeyf': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 22 (0.0%) + 'r/dirtykikpals': 14 (0.0%) + 'r/mynews': 14 (0.0%) + 'r/Showerthoughts': 13 (0.0%) + 'r/FortNiteBR': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:13,107,215 +Numeric values: 13,107,215 total +Numeric range: min:0, max:30,641,830, avg:1441786.9 +Numeric std dev: 4575533.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 11,432,161 (87.2%) + 'restricted': 926,613 (7.1%) + 'user': 748,330 (5.7%) + 'private': 86 (0.0%) + 'gold_restricted': 25 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,107,215/13,107,215 (100.0%) +Types: NoneType:11,067,885, str:2,039,330 +Null/Empty: null:11,067,885 +String length avg: 5.1 +Unique strings tracked: 7 +String values distribution: + 'qa': 756,150 (37.1%) + 'confidence': 718,689 (35.2%) + 'new': 298,840 (14.7%) + 'top': 243,541 (11.9%) + 'old': 16,043 (0.8%) + 'controversial': 4,766 (0.2%) + 'random': 1,301 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 28.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,420 (0.0%) + 'self': 957 (0.0%) + 'nsfw': 158 (0.0%) + 'image': 33 (0.0%) + 'spoiler': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,312,380, NoneType:5,794,835 +Null/Empty: null:5,794,835 +Numeric values: 7,312,380 total +Numeric range: min:1, max:140, avg:109.5 +Numeric std dev: 28.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,312,380, NoneType:5,794,835 +Null/Empty: null:5,794,835 +Numeric values: 7,312,380 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.9 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 55.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Ready to do work': 4 (0.0%) + 'me irl': 2 (0.0%) + 'Washed my baby': 2 (0.0%) + 'Hi': 2 (0.0%) + 'The Candy Creepers': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:13,107,215 +String length avg: 70.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'http://imgur.com/OyWYUoj': 6 (0.0%) + 'https://i.redd.it/xxuo884ipij11.jpg': 3 (0.0%) + 'https://twitter.com/realDonaldTrump/status/1035678...': 3 (0.0%) + 'https://www.reddit.com/r/CFB/comments/9byp6p/game_...': 2 (0.0%) + 'https://https://youtu.be/HMn3zdojPmA': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,107,215/13,107,215 (100.0%) +Types: str:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +String length avg: 8.3 +Unique strings tracked: 7 +String values distribution: + 'all_ads': 6,011,658 (75.8%) + 'promo_adult_nsfw': 921,682 (11.6%) + 'house_only': 758,301 (9.6%) + 'no_ads': 183,681 (2.3%) + 'promo_all': 41,939 (0.5%) + 'promo_specified': 14,898 (0.2%) + 'promo_adult': 39 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,107,215/13,107,215 (100.0%) +Types: int:7,932,198, NoneType:5,175,017 +Null/Empty: null:5,175,017 +Numeric values: 7,932,198 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.8 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,011,658 (75.8%) + 3: 921,682 (11.6%) + 1: 773,238 (9.7%) + 0: 183,681 (2.3%) + 5: 41,939 (0.5%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 13,107,077/13,107,215 (100.0%) +Types: int:10,830,610, NoneType:2,276,467 +Null/Empty: null:2,276,467 +Numeric values: 10,830,610 total +Numeric range: min:1,118,030,400, max:1,538,351,774, avg:1477844926.5 +Numeric std dev: 65917493.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 13,107,077/13,107,215 (100.0%) +Types: str:10,831,307, NoneType:2,275,770 +Null/Empty: null:2,275,770 +String length avg: 9.5 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 16 (0.0%) + 't2_esdtq': 14 (0.0%) + 't2_zqta7': 9 (0.0%) + 't2_knsf9': 8 (0.0%) + 't2_14aqaptq': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 13,100,837/13,107,215 (100.0%) +Types: dict:13,100,837 + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 12,958,989/13,107,215 (98.9%) +Types: bool:12,958,989 +Booleans: true:0 (0.0%), false:12,958,989 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 12,952,611/13,107,215 (98.8%) +Types: bool:12,952,611 +Booleans: true:8,309,555 (64.2%), false:4,643,056 (35.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 10,831,307/13,107,215 (82.6%) +Types: list:10,831,307 +Null/Empty: empty_arr:10,396,532 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 10,831,307/13,107,215 (82.6%) +Types: str:10,831,307 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,396,532 (96.0%) + 'richtext': 434,775 (4.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 10,682,213/13,107,215 (81.5%) +Types: bool:10,682,213 +Booleans: true:0 (0.0%), false:10,682,213 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,167,021/13,107,215 (39.4%) +Types: str:5,167,021 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,034,209 (39.4%) + 'link': 1,976,699 (38.3%) + 'rich:video': 554,871 (10.7%) + 'self': 490,369 (9.5%) + 'hosted:video': 109,658 (2.1%) + 'video': 1,215 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,167,021/13,107,215 (39.4%) +Types: dict:5,167,021 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 353,695/13,107,215 (2.7%) +Types: str:353,695 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_9bxw0f': 13 (0.0%) + 't3_9bxfmz': 12 (0.0%) + 't3_9by551': 10 (0.0%) + 't3_9bx00n': 9 (0.0%) + 't3_9bwkx8': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 353,695/13,107,215 (2.7%) +Types: list:353,695 +Null/Empty: empty_arr:2,277 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 128,990/13,107,215 (1.0%) +Types: NoneType:128,990 +Null/Empty: null:128,990 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 41,552/13,107,215 (0.3%) +Types: bool:41,552 +Booleans: true:41,552 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 16,104/13,107,215 (0.1%) +Types: str:16,024, NoneType:80 +Null/Empty: null:80 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_g70g0fx': 43 (0.3%) + 't2_2norrnc': 42 (0.3%) + 't2_medxm22': 38 (0.2%) + 't2_kbwkm': 36 (0.2%) + 't2_1gzd93bt': 28 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 16,104/13,107,215 (0.1%) +Types: str:13,292, NoneType:2,812 +Null/Empty: null:2,812 +String length avg: 25.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.voidu.com/en/': 40 (0.3%) + 'https://magdock.ipitaka.com/': 36 (0.3%) + 'https://codingbootcamp.richmond.edu': 26 (0.2%) + 'https://contento.marketing/guest-posting-for-brand...': 24 (0.2%) + 'Huel.com': 22 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,092, str:12 +Null/Empty: null:16,092 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 11 (91.7%) + 'iframe': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,092, str:12 +Null/Empty: null:16,092 +String length avg: 68.5 +Unique strings tracked: 10 +String values distribution: + 'https://music.youtube.com/playlist?list=RDCLAK5uy_...': 2 (16.7%) + 'https://open.spotify.com/embed/user/spotify/playli...': 2 (16.7%) + 'https://www.youtube.com/playlist?list=RDCLAK5uy_l5...': 1 (8.3%) + 'https://www.youtube.com/watch?v=KMnZtAvVlRM&fe...': 1 (8.3%) + 'https://open.spotify.com/user/spotify/playlist/37i...': 1 (8.3%) + 'https://music.youtube.com/playlist?list=PLz-OXViJF...': 1 (8.3%) + 'https://open.spotify.com/episode/6iGgnKSXDQkhKFjqJ...': 1 (8.3%) + 'https://www.youtube.com/watch?v=etkd57lPfPU': 1 (8.3%) + 'https://www.youtube.com/watch?v=y9Trdafp83U': 1 (8.3%) + 'https://www.reddit.com/': 1 (8.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 16,104/13,107,215 (0.1%) +Types: list:16,104 +Null/Empty: empty_arr:16,104 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 16,104/13,107,215 (0.1%) +Types: list:16,104 +Null/Empty: empty_arr:16,104 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 16,104/13,107,215 (0.1%) +Types: str:16,104 +String length avg: 88.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.reddit.com/r/wonoworld': 25 (0.2%) + 'http://www.leagueoflegendsincinemas.com/': 14 (0.1%) + 'https://adultsdelight.com': 11 (0.1%) + 'https://www.amazon.com/stores/page/79C0099B-5141-4...': 11 (0.1%) + 'https://www.amazon.com/dp/B07GZF761Q': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 16,104/13,107,215 (0.1%) +Types: bool:16,104 +Booleans: true:0 (0.0%), false:16,104 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 16,104/13,107,215 (0.1%) +Types: str:16,104 +Null/Empty: empty_str:2,223 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/wdaXqehvf47E...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/_Ug22TmI0hqx...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ARWkGKR9MI1J...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/hNPjl8dIycR3...': 8 (0.1%) + 'https://reddit-image.s3.amazonaws.com/Y-LQyYgwnVWM...': 8 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 16,104/13,107,215 (0.1%) +Types: dict:16,104 +Null/Empty: empty_obj:16,104 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 16,104/13,107,215 (0.1%) +Types: bool:16,104 +Booleans: true:16,104 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 16,104/13,107,215 (0.1%) +Types: bool:16,104 +Booleans: true:16,104 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 16,104/13,107,215 (0.1%) +Types: list:15,773, NoneType:331 +Null/Empty: null:331, empty_arr:15,259 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 16,104/13,107,215 (0.1%) +Types: NoneType:16,104 +Null/Empty: null:16,104 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 12,809/13,107,215 (0.1%) +Types: str:12,809 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 4,017 (31.4%) + 'Shop Now': 3,362 (26.2%) + 'View More': 1,604 (12.5%) + 'Sign Up': 1,307 (10.2%) + 'Download': 571 (4.5%) + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 136/13,107,215 (0.0%) +Types: float:136 +Numeric values: 136 total +Numeric range: min:1,536,237,000.0, max:2,547,383,400.0, avg:1546586807.2 +Numeric std dev: 87422071.8 +Unique numbers tracked: 96 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 136/13,107,215 (0.0%) +Types: bool:136 +Booleans: true:0 (0.0%), false:136 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 136/13,107,215 (0.0%) +Types: float:136 +Numeric values: 136 total +Numeric range: min:1,536,233,400.0, max:2,547,369,000.0, avg:1546575995.7 +Numeric std dev: 87421681.3 +Unique numbers tracked: 93 + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 67/13,107,215 (0.0%) +Types: list:67 + +================================================================================ + +================================================================================ +FILE: RS_2018-10.jsonl +Analysis Time: 2026-01-15 11:01:32 +================================================================================ +Total lines: 13,975,028 +Processed lines: 13,975,028 +Total unique fields: 108 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 297 (0.0%) + 'xxx_user': 34 (0.0%) + 'sharewithme': 16 (0.0%) + 'Lela_Star_videos': 11 (0.0%) + 'autotldr': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,010,286, str:3,964,742 +Null/Empty: null:10,010,286, empty_str:3,850,523 +String length avg: 8.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 14,732 (12.9%) + '#dadada': 6,882 (6.0%) + '#edeff1': 2,561 (2.2%) + '#ff66ac': 2,258 (2.0%) + '#373c3f': 2,078 (1.8%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,665,646, str:1,309,382 +Null/Empty: null:12,665,646, empty_str:290,425 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 54 (0.0%) + 'flashing': 29 (0.0%) + 'bronze': 19 (0.0%) + 'ver': 19 (0.0%) + 'xbox': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,171,253, str:803,775 +Null/Empty: null:13,171,253, empty_str:77,092 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 52 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 40 (0.0%) + '19e92ca2-c204-11e8-90c8-0e88601eab32': 21 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 19 (0.0%) + '185f0946-69a9-11e8-aeca-0e12c0248e42': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,495,939, str:1,479,089 +Null/Empty: null:12,495,939, empty_str:212,098 +String length avg: 17.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PS4': 38 (0.0%) + 'Official Bot': 36 (0.0%) + 'Team Bowsette': 12 (0.0%) + ' ': 11 (0.0%) + 'Bot': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,010,286, str:3,964,742 +Null/Empty: null:10,010,286 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 3,919,662 (98.9%) + 'light': 45,080 (1.1%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:11,498,172 (82.3%), false:2,476,856 (17.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:0 (0.0%), false:13,975,028 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,958,725, str:16,303 +Null/Empty: null:13,958,725 +String length avg: 10.1 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,608 (22.1%) + 'drawing_and_painting': 2,638 (16.2%) + 'gaming': 2,157 (13.2%) + 'photography': 1,891 (11.6%) + 'writing': 1,594 (9.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,754,921, list:220,107 +Null/Empty: null:13,754,921 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:5,477 (0.0%), false:13,969,551 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:1,538,352,000, max:1,541,030,399, avg:1539702874.2 +Numeric std dev: 776195.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,904,975, str:70,053 +Null/Empty: null:13,904,975 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 69,997 (99.9%) + 'admin': 56 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 13.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 698 (0.0%) + 'youtube.com': 109 (0.0%) + 'i.imgur.com': 100 (0.0%) + 'imgur.com': 71 (0.0%) + 'youtu.be': 56 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,515,507, int:459,521 +Booleans: true:0 (0.0%), false:13,515,507 (100.0%) +Numeric values: 459,521 total +Numeric range: min:1,538,352,224, max:1,542,771,710, avg:1539787743.6 +Numeric std dev: 817910.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:511, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 26 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 13,975,028/13,975,028 (100.0%) +Types: dict:13,975,028 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:0 (0.0%), false:13,975,028 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9kb0s1': 1 (0.0%) + '9kbbtu': 1 (0.0%) + '9kbc1u': 1 (0.0%) + '9kbc26': 1 (0.0%) + '9kbc3s': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:9,069,938 (64.9%), false:4,905,090 (35.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:90 (0.0%), false:13,974,938 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:57,374 (0.4%), false:13,917,654 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:3,230,469 (23.1%), false:10,744,559 (76.9%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:5,733,786 (41.0%), false:8,241,242 (59.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:205,777 (1.5%), false:13,769,251 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +Null/Empty: empty_str:13,071,234 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#a964db': 746 (0.1%) + '#ffb000': 625 (0.1%) + '#ea0027': 373 (0.0%) + '#dadada': 334 (0.0%) + '#373c3f': 259 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,703,513, str:3,271,515 +Null/Empty: null:10,703,513, empty_str:440,440 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 138 (0.0%) + 'question': 111 (0.0%) + 'ps4': 72 (0.0%) + 'red': 56 (0.0%) + 'image': 54 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,975,028/13,975,028 (100.0%) +Types: list:13,975,028 +Null/Empty: empty_arr:12,690,211 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:11,780,220, str:2,194,808 +Null/Empty: null:11,780,220 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 19 (0.0%) + 'fb739244-c447-11e8-b423-0eb8b9ffbdba': 18 (0.0%) + 'a46934cc-cd94-11e7-8215-0e72d2fb0b12': 13 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 12 (0.0%) + '8c307296-20de-11e4-9a32-12313b0eb482': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:10,703,475, str:3,271,553 +Null/Empty: null:10,703,475, empty_str:1,262 +String length avg: 9.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 145 (0.0%) + 'Question': 116 (0.0%) + 'PS4': 65 (0.0%) + 'Image': 46 (0.0%) + 'Media': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 13,316,005 (95.3%) + 'light': 659,023 (4.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 12,690,211 (90.8%) + 'richtext': 1,284,817 (9.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:201,249 (1.4%), false:13,773,779 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,696,566, dict:1,278,462 +Null/Empty: null:12,696,566 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,975,028/13,975,028 (100.0%) +Types: dict:13,975,028 +Null/Empty: empty_obj:12,898,468 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:141 (0.0%), false:13,974,887 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:8,225,490 (58.9%), false:5,749,538 (41.1%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:47,404, avg:7.7 +Numeric std dev: 85.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:2,257, avg:0.0 +Numeric std dev: 0.8 +Unique numbers tracked: 87 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:1,374,440 (9.8%), false:12,600,588 (90.2%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 6,398,027 (75.7%) + 'house_only': 797,456 (9.4%) + 'promo_adult_nsfw': 788,294 (9.3%) + 'no_ads': 449,210 (5.3%) + 'promo_all': 19,815 (0.2%) + 'promo_specified': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 67.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/television/comments/9kb0s1/god_friended_me_seri...': 1 (0.0%) + '/r/PUBGMobile/comments/9kbbtu/pubgm_music_vid_in_s...': 1 (0.0%) + '/r/CallOfDuty/comments/9kbc1u/luckynos7evin_call_o...': 1 (0.0%) + '/r/Shadowverse/comments/9kbc26/prophetess_of_creat...': 1 (0.0%) + '/r/gorillaz/comments/9kbc3s/i_made_some_vaporwave_...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:0 (0.0%), false:13,975,028 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +Numeric values: 8,452,826 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,398,027 (75.7%) + 1: 797,480 (9.4%) + 3: 788,294 (9.3%) + 0: 449,210 (5.3%) + 5: 19,815 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:58,923 (0.4%), false:13,916,105 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:13,973,698, str:1,330 +Null/Empty: null:13,973,698 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,330 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:1,538,366,530, max:1,542,865,354, avg:1542589645.5 +Numeric std dev: 251957.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:0, max:183,286, avg:72.3 +Numeric std dev: 1053.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:12,696,566, dict:1,278,462 +Null/Empty: null:12,696,566 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,975,028/13,975,028 (100.0%) +Types: dict:13,975,028 +Null/Empty: empty_obj:12,898,468 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +Null/Empty: empty_str:7,483,433 +String length avg: 408.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 653 (0.0%) + '[removed]': 415 (0.0%) + '#►►► **[Watch NFL Live Stream Online For Free](htt...': 16 (0.0%) + 'This was automatically posted': 3 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:11,899,833 (85.2%), false:2,075,195 (14.8%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:82,424 (0.6%), false:13,892,604 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,975,028/13,975,028 (100.0%) +Types: bool:13,975,028 +Booleans: true:10,476 (0.1%), false:13,964,552 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'OPSBL': 35 (0.0%) + 'AskReddit': 34 (0.0%) + 'Kanye': 20 (0.0%) + 'FortNiteBR': 16 (0.0%) + 'The_Donald': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_3nty3': 35 (0.0%) + 't5_2qh1i': 34 (0.0%) + 't5_2r78l': 20 (0.0%) + 't5_3oeyf': 16 (0.0%) + 't5_38unr': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/OPSBL': 35 (0.0%) + 'r/AskReddit': 34 (0.0%) + 'r/Kanye': 20 (0.0%) + 'r/FortNiteBR': 16 (0.0%) + 'r/The_Donald': 16 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:13,975,028 +Numeric values: 13,975,028 total +Numeric range: min:-1, max:31,525,248, avg:1490777.2 +Numeric std dev: 4663940.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 12,240,192 (87.6%) + 'restricted': 938,798 (6.7%) + 'user': 795,912 (5.7%) + 'private': 117 (0.0%) + 'gold_restricted': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,975,028/13,975,028 (100.0%) +Types: NoneType:11,708,423, str:2,266,605 +Null/Empty: null:11,708,423 +String length avg: 5.0 +Unique strings tracked: 7 +String values distribution: + 'qa': 804,017 (35.5%) + 'confidence': 752,559 (33.2%) + 'new': 360,282 (15.9%) + 'top': 326,601 (14.4%) + 'old': 16,708 (0.7%) + 'controversial': 4,940 (0.2%) + 'random': 1,498 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 28.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,392 (0.0%) + 'self': 1,025 (0.0%) + 'nsfw': 187 (0.0%) + 'image': 35 (0.0%) + 'spoiler': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:7,872,951, NoneType:6,102,077 +Null/Empty: null:6,102,077 +Numeric values: 7,872,951 total +Numeric range: min:1, max:140, avg:109.5 +Numeric std dev: 28.3 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:7,872,951, NoneType:6,102,077 +Null/Empty: null:6,102,077 +Numeric values: 7,872,951 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 7.0 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Doug Marrone of Jacksonville Jaguars on two-point ...': 7 (0.0%) + '[For Hire] I Design Development-Ready Interfaces F...': 3 (0.0%) + 'UMass suspends coach Mark Whipple one week without...': 3 (0.0%) + 'Jose Quintana to start for Cubs in tiebreaker to d...': 3 (0.0%) + 'Word of The Hour: progreso': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:13,975,028 +String length avg: 70.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.rt.com/usa/439898-kavanaugh-hearing-am...': 3 (0.0%) + 'https://www.patheos.com/blogs/americanbuddhist/201...': 2 (0.0%) + 'https://i.imgur.com/UvqjUtG.jpg': 2 (0.0%) + 'https://www.catforddigitalmedia.com/manchester-uni...': 2 (0.0%) + 'https://www.thegatewaypundit.com/2018/09/here-is-t...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,975,028/13,975,028 (100.0%) +Types: str:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +String length avg: 8.1 +Unique strings tracked: 6 +String values distribution: + 'all_ads': 6,351,930 (75.1%) + 'promo_adult_nsfw': 834,511 (9.9%) + 'house_only': 797,456 (9.4%) + 'no_ads': 449,210 (5.3%) + 'promo_all': 19,695 (0.2%) + 'promo_specified': 24 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,975,028/13,975,028 (100.0%) +Types: int:8,452,826, NoneType:5,522,202 +Null/Empty: null:5,522,202 +Numeric values: 8,452,826 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,351,930 (75.1%) + 3: 834,511 (9.9%) + 1: 797,480 (9.4%) + 0: 449,210 (5.3%) + 5: 19,695 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 13,974,242/13,975,028 (100.0%) +Types: int:11,538,555, NoneType:2,435,687 +Null/Empty: null:2,435,687 +Numeric values: 11,538,555 total +Numeric range: min:1,118,030,400, max:1,541,030,266, avg:1479992767.7 +Numeric std dev: 66286318.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 13,974,242/13,975,028 (100.0%) +Types: str:11,538,790, NoneType:2,435,452 +Null/Empty: null:2,435,452 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_cv5eel4': 34 (0.0%) + 't2_bcevk': 16 (0.0%) + 't2_2bjsgexb': 11 (0.0%) + 't2_6sklr': 10 (0.0%) + 't2_6l4z3': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,973,784/13,975,028 (100.0%) +Types: bool:13,973,784 +Booleans: true:0 (0.0%), false:13,973,784 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 13,971,276/13,975,028 (100.0%) +Types: bool:13,971,276 +Booleans: true:9,129,766 (65.3%), false:4,841,510 (34.7%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,538,790/13,975,028 (82.6%) +Types: list:11,538,790 +Null/Empty: empty_arr:11,067,139 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,538,790/13,975,028 (82.6%) +Types: str:11,538,790 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 11,067,139 (95.9%) + 'richtext': 471,651 (4.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 11,535,091/13,975,028 (82.5%) +Types: bool:11,535,091 +Booleans: true:288 (0.0%), false:11,534,803 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,610,719/13,975,028 (40.1%) +Types: str:5,610,719 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,228,633 (39.7%) + 'link': 2,116,810 (37.7%) + 'rich:video': 593,822 (10.6%) + 'self': 538,417 (9.6%) + 'hosted:video': 132,766 (2.4%) + 'video': 271 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,610,719/13,975,028 (40.1%) +Types: dict:5,610,719 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 401,625/13,975,028 (2.9%) +Types: str:401,625 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_9kaxb5': 14 (0.0%) + 't3_9k8on2': 10 (0.0%) + 't3_9kbguw': 10 (0.0%) + 't3_9k8vcl': 8 (0.0%) + 't3_9k8mni': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 401,625/13,975,028 (2.9%) +Types: list:401,625 +Null/Empty: empty_arr:1,952 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 152,831/13,975,028 (1.1%) +Types: NoneType:152,831 +Null/Empty: null:152,831 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 32,599/13,975,028 (0.2%) +Types: bool:32,599 +Booleans: true:32,599 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 17,282/13,975,028 (0.1%) +Types: str:17,220, NoneType:62 +Null/Empty: null:62 +String length avg: 10.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_12pg61': 64 (0.4%) + 't2_2bryfi0a': 61 (0.4%) + 't2_257vhitn': 52 (0.3%) + 't2_l4hf7cf': 51 (0.3%) + 't2_wxr0g3o': 38 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 17,282/13,975,028 (0.1%) +Types: str:14,323, NoneType:2,959 +Null/Empty: null:2,959 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'www.amazon.com': 61 (0.4%) + 'www.salesforce.com': 55 (0.4%) + 'www.paladins.com': 42 (0.3%) + 'https://www.Winc.com': 39 (0.3%) + 'Salesforce.com': 34 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,269, str:13 +Null/Empty: null:17,269 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 7 (53.8%) + 'iframe': 6 (46.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,269, str:13 +Null/Empty: null:17,269 +String length avg: 47.5 +Unique strings tracked: 10 +String values distribution: + 'https://www.youtube.com/watch?v=G2u4nCtyBCo&fe...': 3 (23.1%) + 'https://d2lcq92oqvlv0i.cloudfront.net/': 2 (15.4%) + 'https://reddit.atlassian.net/browse/ADS-4329': 1 (7.7%) + 'https://d2edvleactrkkb.cloudfront.net/': 1 (7.7%) + 'https://www.youtube.com/watch?v=37cDmnV_WS8&fe...': 1 (7.7%) + 'http://wreck-it-ralph.s3-website.us-east-2.amazona...': 1 (7.7%) + 'http://www.reddit.com': 1 (7.7%) + 'https://youtu.be/G2u4nCtyBCo': 1 (7.7%) + 'https://www.youtube.com/embed/mRf3-JkwqfU': 1 (7.7%) + 'https://www.youtube.com/watch?v=3ElOUnZqRJo': 1 (7.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 17,282/13,975,028 (0.1%) +Types: list:17,282 +Null/Empty: empty_arr:17,282 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 17,282/13,975,028 (0.1%) +Types: list:17,282 +Null/Empty: empty_arr:17,282 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 17,282/13,975,028 (0.1%) +Types: str:17,282 +String length avg: 90.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.stephanieglobal.com/products/dhd-d5-2-...': 30 (0.2%) + 'http://shiftd.gg/': 13 (0.1%) + 'https://www.salesforce.com/form/pdf/2017-connected...': 13 (0.1%) + 'http://amazon.moldabela.com/moldabela-wool-rugs-re...': 11 (0.1%) + 'https://www.voidu.com/en/?voider=redditads&utm...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 17,282/13,975,028 (0.1%) +Types: bool:17,282 +Booleans: true:0 (0.0%), false:17,282 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 17,282/13,975,028 (0.1%) +Types: str:17,282 +Null/Empty: empty_str:2,894 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/zVgVuIKycaDC...': 16 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KWaq20WEDELy...': 15 (0.1%) + 'https://reddit-image.s3.amazonaws.com/56UqEnEBV00b...': 12 (0.1%) + 'https://reddit-image.s3.amazonaws.com/KxMGzSnhttSo...': 11 (0.1%) + 'https://reddit-image.s3.amazonaws.com/zhBvtbSeZ-Eo...': 10 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 17,282/13,975,028 (0.1%) +Types: dict:17,282 +Null/Empty: empty_obj:17,282 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 17,282/13,975,028 (0.1%) +Types: bool:17,282 +Booleans: true:17,282 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 17,282/13,975,028 (0.1%) +Types: bool:17,282 +Booleans: true:17,282 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 17,282/13,975,028 (0.1%) +Types: list:16,803, NoneType:479 +Null/Empty: null:479, empty_arr:15,890 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 17,282/13,975,028 (0.1%) +Types: NoneType:17,282 +Null/Empty: null:17,282 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 13,434/13,975,028 (0.1%) +Types: str:13,427, NoneType:7 +Null/Empty: null:7 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,807 (28.4%) + 'Shop Now': 3,780 (28.2%) + 'View More': 1,777 (13.2%) + 'Sign Up': 1,490 (11.1%) + 'Download': 758 (5.6%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 268/13,975,028 (0.0%) +Types: list:268 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 166/13,975,028 (0.0%) +Types: float:166 +Numeric values: 166 total +Numeric range: min:1,538,357,400.0, max:253,394,483,400.0, avg:3521150750.2 +Numeric std dev: 20334542554.6 +Unique numbers tracked: 121 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 166/13,975,028 (0.0%) +Types: bool:166 +Booleans: true:0 (0.0%), false:166 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 166/13,975,028 (0.0%) +Types: float:166 +Numeric values: 166 total +Numeric range: min:1,538,353,800.0, max:253,394,469,000.0, avg:3521137303.0 +Numeric std dev: 20334542461.8 +Unique numbers tracked: 120 + +──────────────────────────────────────────────────────────── +FIELD: rte_mode Occurrence: 1/13,975,028 (0.0%) +Types: str:1 +String length avg: 8.0 +Unique strings tracked: 1 +String values distribution: + 'markdown': 1 (100.0%) + +================================================================================ + +================================================================================ +FILE: RS_2018-11.jsonl +Analysis Time: 2026-01-15 11:25:16 +================================================================================ +Total lines: 13,862,155 +Processed lines: 13,862,155 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 309 (0.0%) + 'sharewithme': 17 (0.0%) + 'PTSDGoat': 17 (0.0%) + 'barnaby-jones': 15 (0.0%) + 'Tetsu44': 14 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:9,626,699, str:4,235,456 +Null/Empty: null:9,626,699, empty_str:4,078,349 +String length avg: 8.4 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 22,892 (14.6%) + '#dadada': 6,075 (3.9%) + '#edeff1': 2,359 (1.5%) + '#ff66ac': 1,639 (1.0%) + '#bbbdbf': 1,385 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,535,182, str:1,326,973 +Null/Empty: null:12,535,182, empty_str:325,427 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'orange': 145 (0.0%) + 'imperialknight': 144 (0.0%) + 'yellow': 90 (0.0%) + 'useryellow': 68 (0.0%) + 'flashing': 31 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,007,440, str:854,715 +Null/Empty: null:13,007,440, empty_str:67,760 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 39 (0.0%) + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 32 (0.0%) + '8e1a05be-d795-11e8-a889-0e2bbe72488c': 28 (0.0%) + '624f77b6-dfa6-11e8-826f-0e43027a1ed0': 22 (0.0%) + '60ebca46-d72c-11e8-a502-0ec4b340c2e0': 22 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,385,814, str:1,476,341 +Null/Empty: null:12,385,814, empty_str:191,575 +String length avg: 17.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Orange': 96 (0.0%) + 'Doge Knight+ || Imperial Council': 71 (0.0%) + 'Yellow': 63 (0.0%) + 'Official Bot': 41 (0.0%) + 'Order of Magna Imperial Knight ': 28 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:9,626,699, str:4,235,456 +Null/Empty: null:9,626,699 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,180,137 (98.7%) + 'light': 55,319 (1.3%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:11,104,806 (80.1%), false:2,757,349 (19.9%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,845,844, str:16,311 +Null/Empty: null:13,845,844 +String length avg: 10.1 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,316 (20.3%) + 'drawing_and_painting': 2,642 (16.2%) + 'gaming': 2,422 (14.8%) + 'photography': 1,971 (12.1%) + 'writing': 1,599 (9.8%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,655,548, list:206,607 +Null/Empty: null:13,655,548 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:5,203 (0.0%), false:13,856,952 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:1,541,030,400, max:1,543,622,399, avg:1542341751.0 +Numeric std dev: 752638.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,790,768, str:71,387 +Null/Empty: null:13,790,768 +String length avg: 9.0 +Unique strings tracked: 3 +String values distribution: + 'moderator': 71,311 (99.9%) + 'admin': 75 (0.1%) + 'special': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 13.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 826 (0.0%) + 'youtube.com': 103 (0.0%) + 'youtu.be': 87 (0.0%) + 'i.imgur.com': 85 (0.0%) + 'imgur.com': 76 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,386,933, int:475,222 +Booleans: true:0 (0.0%), false:13,386,933 (100.0%) +Numeric values: 475,222 total +Numeric range: min:1,541,030,647, max:1,548,834,233, avg:1542469499.0 +Numeric std dev: 923248.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:479, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 23 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 13,862,155/13,862,155 (100.0%) +Types: dict:13,862,155 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9t4eot': 1 (0.0%) + '9t4erp': 1 (0.0%) + '9t4erq': 1 (0.0%) + '9t4err': 1 (0.0%) + '9t4ers': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,733,491 (63.0%), false:5,128,664 (37.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:132 (0.0%), false:13,862,023 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:58,012 (0.4%), false:13,804,143 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:3,314,606 (23.9%), false:10,547,549 (76.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,805,339 (63.5%), false:5,056,816 (36.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:5,768,134 (41.6%), false:8,094,021 (58.4%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:196,182 (1.4%), false:13,665,973 (98.6%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +Null/Empty: empty_str:12,838,438 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#ffb000': 528 (0.1%) + '#a964db': 500 (0.0%) + '#dadada': 457 (0.0%) + '#ea0027': 310 (0.0%) + '#7193ff': 267 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:10,566,116, str:3,296,039 +Null/Empty: null:10,566,116, empty_str:468,330 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 253 (0.0%) + 'question': 122 (0.0%) + 'removed': 77 (0.0%) + '13e': 75 (0.0%) + 'red': 70 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 13,862,155/13,862,155 (100.0%) +Types: list:13,862,155 +Null/Empty: empty_arr:12,438,670 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:11,615,071, str:2,247,084 +Null/Empty: null:11,615,071 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '1edaea44-20fa-11e8-860a-0eb05fa324e6': 33 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 27 (0.0%) + '9c53efac-cd94-11e7-8824-0eba7e80ccec': 17 (0.0%) + 'e14d3808-da44-11e8-9616-0ef2ad755aa8': 17 (0.0%) + '8941212a-9a83-11e8-90fa-0e088c343c64': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:10,552,341, str:3,309,814 +Null/Empty: null:10,552,341, empty_str:857 +String length avg: 9.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 172 (0.0%) + 'Question': 95 (0.0%) + 'Halloween': 44 (0.0%) + 'Image': 36 (0.0%) + 'Media': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 13,126,272 (94.7%) + 'light': 735,883 (5.3%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 12,438,670 (89.7%) + 'richtext': 1,423,485 (10.3%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:201,781 (1.5%), false:13,660,374 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,620,873, dict:1,241,282 +Null/Empty: null:12,620,873 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 13,862,155/13,862,155 (100.0%) +Types: dict:13,862,155 +Null/Empty: empty_obj:12,813,521 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:153 (0.0%), false:13,862,002 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,040,663 (58.0%), false:5,821,492 (42.0%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:100,001, avg:7.8 +Numeric std dev: 99.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:505, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 89 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:1,426,657 (10.3%), false:12,435,498 (89.7%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 6,635,185 (77.2%) + 'promo_adult_nsfw': 814,264 (9.5%) + 'house_only': 706,790 (8.2%) + 'no_ads': 418,314 (4.9%) + 'promo_all': 18,135 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 66.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/me_irl/comments/9t4eot/meirl/': 1 (0.0%) + '/r/YouTubeGamers/comments/9t4erp/call_of_cthulhu_t...': 1 (0.0%) + '/r/AskReddit/comments/9t4erq/no_nut_novemeber_has_...': 1 (0.0%) + '/r/Boxing/comments/9t4err/what_can_one_do_to_becom...': 1 (0.0%) + '/r/dankmemes/comments/9t4ers/its_that_time_of_year...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:0 (0.0%), false:13,862,155 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +Numeric values: 8,592,688 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,635,185 (77.2%) + 3: 814,264 (9.5%) + 1: 706,790 (8.2%) + 0: 418,314 (4.9%) + 5: 18,135 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:71,220 (0.5%), false:13,790,935 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:13,860,683, str:1,472 +Null/Empty: null:13,860,683 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,472 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:1,544,261,794, max:1,549,019,490, avg:1548274859.5 +Numeric std dev: 1197590.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:0, max:179,601, avg:77.5 +Numeric std dev: 1117.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:12,620,873, dict:1,241,282 +Null/Empty: null:12,620,873 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 13,862,155/13,862,155 (100.0%) +Types: dict:13,862,155 +Null/Empty: empty_obj:12,813,521 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +Null/Empty: empty_str:7,231,762 +String length avg: 369.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 735 (0.0%) + '[removed]': 427 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'This is Happening to me on PC anyone else? + +Video ...': 2 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:11,922,413 (86.0%), false:1,939,742 (14.0%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:97,064 (0.7%), false:13,765,091 (99.3%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 13,862,155/13,862,155 (100.0%) +Types: bool:13,862,155 +Booleans: true:8,657 (0.1%), false:13,853,498 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'PurpleImperium': 42 (0.0%) + 'AskReddit': 29 (0.0%) + 'FortNiteBR': 24 (0.0%) + 'dankmemes': 19 (0.0%) + 'reddeadredemption': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_ieb5q': 42 (0.0%) + 't5_2qh1i': 29 (0.0%) + 't5_3oeyf': 24 (0.0%) + 't5_2zmfe': 19 (0.0%) + 't5_2rn7o': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 12.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/PurpleImperium': 42 (0.0%) + 'r/AskReddit': 29 (0.0%) + 'r/FortNiteBR': 24 (0.0%) + 'r/dankmemes': 19 (0.0%) + 'r/reddeadredemption': 17 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:13,862,155 +Numeric values: 13,862,155 total +Numeric range: min:-2, max:34,353,258, avg:1610712.1 +Numeric std dev: 4892294.3 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 6.2 +Unique strings tracked: 5 +String values distribution: + 'public': 12,068,458 (87.1%) + 'restricted': 1,022,151 (7.4%) + 'user': 771,414 (5.6%) + 'private': 129 (0.0%) + 'gold_restricted': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 13,862,155/13,862,155 (100.0%) +Types: NoneType:11,615,046, str:2,247,109 +Null/Empty: null:11,615,046 +String length avg: 4.8 +Unique strings tracked: 8 +String values distribution: + 'qa': 777,983 (34.6%) + 'confidence': 663,993 (29.5%) + 'top': 398,748 (17.7%) + 'new': 376,410 (16.8%) + 'old': 19,680 (0.9%) + 'controversial': 8,369 (0.4%) + 'random': 1,620 (0.1%) + 'live': 306 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 27.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,133 (0.0%) + 'self': 692 (0.0%) + 'nsfw': 130 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 19 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:7,760,754, NoneType:6,101,401 +Null/Empty: null:6,101,401 +Numeric values: 7,760,754 total +Numeric range: min:1, max:140, avg:109.9 +Numeric std dev: 28.4 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:7,760,754, NoneType:6,101,401 +Null/Empty: null:6,101,401 +Numeric values: 7,760,754 total +Numeric range: min:1, max:140, avg:139.5 +Numeric std dev: 6.5 +Unique numbers tracked: 71 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 54.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'f': 9 (0.0%) + 'ENNF!': 8 (0.0%) + 'Heh': 8 (0.0%) + 'Happy Halloween from r/toptalent 🎃': 4 (0.0%) + 'Leave': 3 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:13,862,155 +String length avg: 70.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://v.redd.it/r91su1yr7iv11': 4 (0.0%) + 'https://www.gabi.com/?utm_source=reddit&utm_ca...': 3 (0.0%) + 'https://youtu.be/1vFb0J8jJmA': 3 (0.0%) + 'https://leakcity.org/2018/10/slipknot-all-out-life...': 2 (0.0%) + 'https://cryptoupdate.ca/ex-bitcoin-skeptic-ron-pau...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 13,862,155/13,862,155 (100.0%) +Types: str:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 6,589,508 (76.7%) + 'promo_adult_nsfw': 860,041 (10.0%) + 'house_only': 706,790 (8.2%) + 'no_ads': 418,314 (4.9%) + 'promo_all': 18,035 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 13,862,155/13,862,155 (100.0%) +Types: int:8,592,688, NoneType:5,269,467 +Null/Empty: null:5,269,467 +Numeric values: 8,592,688 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 1.9 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 6,589,508 (76.7%) + 3: 860,041 (10.0%) + 1: 706,790 (8.2%) + 0: 418,314 (4.9%) + 5: 18,035 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 13,862,075/13,862,155 (100.0%) +Types: int:11,153,118, NoneType:2,708,957 +Null/Empty: null:2,708,957 +Numeric values: 11,153,118 total +Numeric range: min:1,118,030,400, max:1,543,622,251, avg:1482040295.5 +Numeric std dev: 66963948.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 13,862,075/13,862,155 (100.0%) +Types: str:11,153,257, NoneType:2,708,818 +Null/Empty: null:2,708,818 +String length avg: 9.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 17 (0.0%) + 't2_12k1pzly': 17 (0.0%) + 't2_38mxg': 15 (0.0%) + 't2_pu5yvqx': 14 (0.0%) + 't2_xixwwce': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 11,153,257/13,862,155 (80.5%) +Types: list:11,153,257 +Null/Empty: empty_arr:10,608,322 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 11,153,257/13,862,155 (80.5%) +Types: str:11,153,257 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 10,608,322 (95.1%) + 'richtext': 544,935 (4.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 11,153,257/13,862,155 (80.5%) +Types: bool:11,153,257 +Booleans: true:475 (0.0%), false:11,152,782 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,376,192/13,862,155 (38.8%) +Types: str:5,376,192 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,169,172 (40.3%) + 'link': 2,035,410 (37.9%) + 'rich:video': 552,899 (10.3%) + 'self': 497,036 (9.2%) + 'hosted:video': 121,338 (2.3%) + 'video': 337 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,376,192/13,862,155 (38.8%) +Types: dict:5,376,192 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 416,923/13,862,155 (3.0%) +Types: str:416,923 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_9t57i4': 10 (0.0%) + 't3_9t3yf7': 8 (0.0%) + 't3_9t3w1v': 7 (0.0%) + 't3_9t25cc': 6 (0.0%) + 't3_9sz818': 5 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 416,923/13,862,155 (3.0%) +Types: list:416,923 +Null/Empty: empty_arr:3,567 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 149,062/13,862,155 (1.1%) +Types: NoneType:149,051, dict:11 +Null/Empty: null:149,051 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 39,005/13,862,155 (0.3%) +Types: bool:39,005 +Booleans: true:39,005 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 19,503/13,862,155 (0.1%) +Types: str:19,395, NoneType:108 +Null/Empty: null:108 +String length avg: 10.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bmqc8': 117 (0.6%) + 't2_260yepp8': 40 (0.2%) + 't2_1fhbul8q': 40 (0.2%) + 't2_2dq06dmr': 38 (0.2%) + 't2_2it8fm6e': 33 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 19,503/13,862,155 (0.1%) +Types: str:16,359, NoneType:3,144 +Null/Empty: null:3,144 +String length avg: 24.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'play.google.com': 55 (0.3%) + 'www.toptal.com/developers': 40 (0.2%) + 'www.nytimes.com': 40 (0.2%) + 'feeld.co': 33 (0.2%) + 'KeepitBrief.com': 31 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,476, str:27 +Null/Empty: null:19,476 +String length avg: 6.0 +Unique strings tracked: 2 +String values distribution: + 'scrape': 22 (81.5%) + 'iframe': 5 (18.5%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,476, str:27 +Null/Empty: null:19,476 +String length avg: 53.9 +Unique strings tracked: 10 +String values distribution: + 'https://www.twitch.tv/eleaguetv?cid=ELEAGUE18_RL_R...': 11 (40.7%) + 'https://www.youtube.com/watch?v=gGzzffcpYao&fe...': 4 (14.8%) + 'https://www.youtube.com/watch?v=3ElOUnZqRJo': 2 (7.4%) + 'https://www.youtube.com/watch?v=N7EDmBBStZw': 2 (7.4%) + 'https://www.youtube.com/watch?v=0PzkBb7a3oA': 2 (7.4%) + 'https://www.twitch.tv/jukes': 2 (7.4%) + 'https://www.youtube.com/watch?v=9F7RVz5mXqY': 1 (3.7%) + 'https://www.youtube.com/watch?v=ttjumDx7i5A': 1 (3.7%) + 'https://www.caseyhouse.com/healing-house/#content': 1 (3.7%) + 'https://d2lcq92oqvlv0i.cloudfront.net/': 1 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 19,503/13,862,155 (0.1%) +Types: list:19,503 +Null/Empty: empty_arr:19,503 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 19,503/13,862,155 (0.1%) +Types: list:19,503 +Null/Empty: empty_arr:19,503 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 19,503/13,862,155 (0.1%) +Types: str:19,503 +String length avg: 90.1 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://www.betteroffbowling.com/newrollers': 10 (0.1%) + 'https://magicalshopi.com/products/watch': 10 (0.1%) + 'https://www.getkeyto.com': 10 (0.1%) + 'https://www.stackery.io/product/?utm_source=Reddit': 8 (0.0%) + 'https://shop.motorcrush.com/': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 19,503/13,862,155 (0.1%) +Types: bool:19,503 +Booleans: true:0 (0.0%), false:19,503 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 19,503/13,862,155 (0.1%) +Types: str:19,503 +Null/Empty: empty_str:2,787 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/jYD9sGRYaIyR...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/ffVobJu_XTOd...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/homo7MkMZUpd...': 19 (0.1%) + 'https://reddit-image.s3.amazonaws.com/bRuLZoKh7YsW...': 10 (0.1%) + 'https://reddit-image.s3.amazonaws.com/9CItuHxtHWYJ...': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 19,503/13,862,155 (0.1%) +Types: dict:19,503 +Null/Empty: empty_obj:19,503 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 19,503/13,862,155 (0.1%) +Types: bool:19,503 +Booleans: true:19,503 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 19,503/13,862,155 (0.1%) +Types: bool:19,503 +Booleans: true:19,503 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 19,503/13,862,155 (0.1%) +Types: list:19,162, NoneType:341 +Null/Empty: null:341, empty_arr:17,984 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 19,503/13,862,155 (0.1%) +Types: NoneType:19,503 +Null/Empty: null:19,503 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 14,708/13,862,155 (0.1%) +Types: str:14,701, NoneType:7 +Null/Empty: null:7 +String length avg: 8.6 +Unique strings tracked: 13 +Top 5 string values: + 'Shop Now': 4,509 (30.7%) + 'Learn More': 3,909 (26.6%) + 'View More': 1,971 (13.4%) + 'Sign Up': 1,700 (11.6%) + 'Download': 631 (4.3%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 406/13,862,155 (0.0%) +Types: list:406 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 196/13,862,155 (0.0%) +Types: float:196 +Numeric values: 196 total +Numeric range: min:1,541,089,800.0, max:1,575,131,400.0, avg:1542854567.4 +Numeric std dev: 3343883.5 +Unique numbers tracked: 147 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 196/13,862,155 (0.0%) +Types: bool:196 +Booleans: true:0 (0.0%), false:196 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 196/13,862,155 (0.0%) +Types: float:196 +Numeric values: 196 total +Numeric range: min:1,541,075,400.0, max:1,575,117,000.0, avg:1542832708.1 +Numeric std dev: 3342904.6 +Unique numbers tracked: 151 + +================================================================================ + +================================================================================ +FILE: RS_2018-12.jsonl +Analysis Time: 2026-01-15 11:50:58 +================================================================================ +Total lines: 14,894,452 +Processed lines: 14,894,452 +Total unique fields: 107 +Max unique values tracked per field: 1,000 +================================================================================ + + +──────────────────────────────────────────────────────────── +FIELD: archived Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: author Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 10.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 374 (0.0%) + 'sharewithme': 10 (0.0%) + 'SSU9UFY': 8 (0.0%) + 'removalbot': 7 (0.0%) + 'AutoModerator': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_background_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:10,355,743, str:4,538,709 +Null/Empty: null:10,355,743, empty_str:4,369,641 +String length avg: 8.3 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'transparent': 18,928 (11.2%) + '#dadada': 6,743 (4.0%) + '#edeff1': 1,989 (1.2%) + '#bbbdbf': 1,734 (1.0%) + '#ffd635': 1,500 (0.9%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_css_class Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,465,289, str:1,429,163 +Null/Empty: null:13,465,289, empty_str:343,471 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'flashing': 39 (0.0%) + 'default': 36 (0.0%) + 'green': 28 (0.0%) + 'xbox': 22 (0.0%) + 'ver': 15 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_template_id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,982,722, str:911,730 +Null/Empty: null:13,982,722, empty_str:73,693 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '8d08ad36-5786-11e8-bad6-0e6ead40b16a': 48 (0.0%) + 'fc071bc8-3229-11e8-82c6-0ec6c95d488a': 21 (0.0%) + 'e0d6c1c6-717a-11e6-bdf5-0e34abc094bf': 17 (0.0%) + '650ac4b4-1d29-11e8-8ce9-0e0c1cb2f96e': 14 (0.0%) + '3b1198e4-b523-11e8-ac68-0e0243d388b6': 10 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,291,943, str:1,602,509 +Null/Empty: null:13,291,943, empty_str:187,227 +String length avg: 16.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Official Bot': 49 (0.0%) + 'r/IndiaSpeaks': 29 (0.0%) + 'BOT': 23 (0.0%) + 'Sic semper tyrannis': 10 (0.0%) + 'verified': 9 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_text_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:10,355,743, str:4,538,709 +Null/Empty: null:10,355,743 +String length avg: 4.0 +Unique strings tracked: 2 +String values distribution: + 'dark': 4,477,041 (98.6%) + 'light': 61,668 (1.4%) + +──────────────────────────────────────────────────────────── +FIELD: can_gild Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:11,965,190 (80.3%), false:2,929,262 (19.7%) + +──────────────────────────────────────────────────────────── +FIELD: can_mod_post Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: category Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,877,382, str:17,070 +Null/Empty: null:14,877,382 +String length avg: 10.3 +Unique strings tracked: 12 +Top 5 string values: + 'videos': 3,230 (18.9%) + 'drawing_and_painting': 2,870 (16.8%) + 'gaming': 2,470 (14.5%) + 'photography': 2,065 (12.1%) + 'writing': 1,697 (9.9%) + +──────────────────────────────────────────────────────────── +FIELD: content_categories Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,676,486, list:217,966 +Null/Empty: null:14,676,486 + +──────────────────────────────────────────────────────────── +FIELD: contest_mode Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:5,667 (0.0%), false:14,888,785 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: created_utc Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:1,543,622,400, max:1,546,300,799, avg:1544948885.5 +Numeric std dev: 773871.7 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: distinguished Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,815,666, str:78,786 +Null/Empty: null:14,815,666 +String length avg: 9.0 +Unique strings tracked: 2 +String values distribution: + 'moderator': 78,759 (100.0%) + 'admin': 27 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: domain Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 13.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'i.redd.it': 705 (0.0%) + 'i.imgur.com': 100 (0.0%) + 'youtube.com': 71 (0.0%) + 'youtu.be': 69 (0.0%) + 'imgur.com': 63 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: edited Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,391,037, int:503,415 +Booleans: true:0 (0.0%), false:14,391,037 (100.0%) +Numeric values: 503,415 total +Numeric range: min:1,543,622,552, max:1,548,992,000, avg:1545029497.5 +Numeric std dev: 854696.1 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: gilded Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:106, avg:0.0 +Numeric std dev: 0.1 +Unique numbers tracked: 28 + +──────────────────────────────────────────────────────────── +FIELD: gildings Occurrence: 14,894,452/14,894,452 (100.0%) +Types: dict:14,894,452 + +──────────────────────────────────────────────────────────── +FIELD: hidden Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 6.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '9kfq9p': 1 (0.0%) + 'a1p498': 1 (0.0%) + 'a1xxa1': 1 (0.0%) + 'a1xxe8': 1 (0.0%) + 'a1xxe9': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_crosspostable Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:9,506,361 (63.8%), false:5,388,091 (36.2%) + +──────────────────────────────────────────────────────────── +FIELD: is_meta Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:66 (0.0%), false:14,894,386 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: is_original_content Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:57,819 (0.4%), false:14,836,633 (99.6%) + +──────────────────────────────────────────────────────────── +FIELD: is_reddit_media_domain Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:3,951,615 (26.5%), false:10,942,837 (73.5%) + +──────────────────────────────────────────────────────────── +FIELD: is_robot_indexable Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:9,570,134 (64.3%), false:5,324,318 (35.7%) + +──────────────────────────────────────────────────────────── +FIELD: is_self Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:6,209,468 (41.7%), false:8,684,984 (58.3%) + +──────────────────────────────────────────────────────────── +FIELD: is_video Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:219,444 (1.5%), false:14,675,008 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_background_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +Null/Empty: empty_str:13,730,834 +String length avg: 7.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '#a964db': 564 (0.0%) + '#fe8d00': 484 (0.0%) + '#ffb000': 479 (0.0%) + '#dadada': 437 (0.0%) + '#ea0027': 318 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_css_class Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:11,407,315, str:3,487,137 +Null/Empty: null:11,407,315, empty_str:547,203 +String length avg: 6.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'discussion': 179 (0.0%) + 'question': 106 (0.0%) + 'xbox': 60 (0.0%) + 'removed': 58 (0.0%) + 'eight': 58 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_richtext Occurrence: 14,894,452/14,894,452 (100.0%) +Types: list:14,894,452 +Null/Empty: empty_arr:13,374,219 + +──────────────────────────────────────────────────────────── +FIELD: link_flair_template_id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:12,450,990, str:2,443,462 +Null/Empty: null:12,450,990 +String length avg: 36.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '054e1d4c-c101-11e8-898f-0e48b46b74b0': 31 (0.0%) + 'fe9d6950-142a-11e7-901e-0ecc947f9ff4': 27 (0.0%) + '8e501806-f4fb-11e8-8c9e-0e3ac8bc1b7e': 14 (0.0%) + 'ba3a0764-0c68-11e8-bbd1-0ec75964bc8e': 11 (0.0%) + '33a08964-a829-11e8-b9ed-0e86aa9a2efa': 11 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:11,366,347, str:3,528,105 +Null/Empty: null:11,366,347, empty_str:927 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'Discussion': 128 (0.0%) + 'Question': 89 (0.0%) + 'Xbox': 38 (0.0%) + 'PS4': 36 (0.0%) + 'Video': 35 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_text_color Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 4.1 +Unique strings tracked: 2 +String values distribution: + 'dark': 14,042,282 (94.3%) + 'light': 852,170 (5.7%) + +──────────────────────────────────────────────────────────── +FIELD: link_flair_type Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 4.4 +Unique strings tracked: 2 +String values distribution: + 'text': 13,374,219 (89.8%) + 'richtext': 1,520,233 (10.2%) + +──────────────────────────────────────────────────────────── +FIELD: locked Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:217,369 (1.5%), false:14,677,083 (98.5%) + +──────────────────────────────────────────────────────────── +FIELD: media Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,518,913, dict:1,375,539 +Null/Empty: null:13,518,913 + +──────────────────────────────────────────────────────────── +FIELD: media_embed Occurrence: 14,894,452/14,894,452 (100.0%) +Types: dict:14,894,452 +Null/Empty: empty_obj:13,734,538 + +──────────────────────────────────────────────────────────── +FIELD: media_only Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:115 (0.0%), false:14,894,337 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: no_follow Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:8,535,091 (57.3%), false:6,359,361 (42.7%) + +──────────────────────────────────────────────────────────── +FIELD: num_comments Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:100,001, avg:7.8 +Numeric std dev: 104.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: num_crossposts Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:136, avg:0.0 +Numeric std dev: 0.4 +Unique numbers tracked: 89 + +──────────────────────────────────────────────────────────── +FIELD: over_18 Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:1,695,792 (11.4%), false:13,198,660 (88.6%) + +──────────────────────────────────────────────────────────── +FIELD: parent_whitelist_status Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 7,122,243 (76.2%) + 'promo_adult_nsfw': 937,401 (10.0%) + 'house_only': 745,158 (8.0%) + 'no_ads': 519,854 (5.6%) + 'promo_all': 17,645 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: permalink Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 66.6 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '/r/KPKRUNAL/comments/9kfq9p/ok/': 1 (0.0%) + '/r/GooglePixel/comments/a1p498/the_december_2018_s...': 1 (0.0%) + '/comments/a1xxa1/if_youre_like_me_youre_probably_g...': 1 (0.0%) + '/r/MilitaryPorn/comments/a1xxe8/chinese_ztz99_driv...': 1 (0.0%) + '/r/GaySnapchat/comments/a1xxe9/i_love_hairy_guys_t...': 1 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: pinned Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:0 (0.0%), false:14,894,452 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: pwls Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +Numeric values: 9,342,301 total +Numeric range: min:0, max:6, avg:5.0 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 7,122,243 (76.2%) + 3: 937,401 (10.0%) + 1: 745,158 (8.0%) + 0: 519,854 (5.6%) + 5: 17,645 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: quarantine Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:67,651 (0.5%), false:14,826,801 (99.5%) + +──────────────────────────────────────────────────────────── +FIELD: removal_reason Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:14,893,005, str:1,447 +Null/Empty: null:14,893,005 +String length avg: 5.0 +Unique strings tracked: 1 +String values distribution: + 'legal': 1,447 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: retrieved_on Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:1,543,821,467, max:1,549,037,479, avg:1548879339.6 +Numeric std dev: 395593.8 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: score Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:0, max:205,621, avg:81.3 +Numeric std dev: 1180.0 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: secure_media Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:13,518,913, dict:1,375,539 +Null/Empty: null:13,518,913 + +──────────────────────────────────────────────────────────── +FIELD: secure_media_embed Occurrence: 14,894,452/14,894,452 (100.0%) +Types: dict:14,894,452 +Null/Empty: empty_obj:13,734,538 + +──────────────────────────────────────────────────────────── +FIELD: selftext Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +Null/Empty: empty_str:7,754,027 +String length avg: 375.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[deleted]': 766 (0.0%) + '[removed]': 335 (0.0%) + 'So, ever since I got into 5e and read through the ...': 4 (0.0%) + 'This was automatically posted.': 3 (0.0%) + 'Praise The Legendary Game Developer Todd Howard + +': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: send_replies Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:12,968,802 (87.1%), false:1,925,650 (12.9%) + +──────────────────────────────────────────────────────────── +FIELD: spoiler Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:85,704 (0.6%), false:14,808,748 (99.4%) + +──────────────────────────────────────────────────────────── +FIELD: stickied Occurrence: 14,894,452/14,894,452 (100.0%) +Types: bool:14,894,452 +Booleans: true:10,533 (0.1%), false:14,883,919 (99.9%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 10.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'AskReddit': 26 (0.0%) + 'reddeadredemption': 17 (0.0%) + 'PewdiepieSubmissions': 15 (0.0%) + 'funny': 13 (0.0%) + 'dankmemes': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_id Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 8.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't5_2qh1i': 26 (0.0%) + 't5_2rn7o': 17 (0.0%) + 't5_3m0tc': 15 (0.0%) + 't5_2qh33': 13 (0.0%) + 't5_2zmfe': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_name_prefixed Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 12.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'r/AskReddit': 26 (0.0%) + 'r/reddeadredemption': 17 (0.0%) + 'r/PewdiepieSubmissions': 15 (0.0%) + 'r/funny': 13 (0.0%) + 'r/dankmemes': 13 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: subreddit_subscribers Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:14,894,452 +Numeric values: 14,894,452 total +Numeric range: min:-2, max:22,722,465, avg:1640210.5 +Numeric std dev: 4945180.2 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: subreddit_type Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 6.1 +Unique strings tracked: 5 +String values distribution: + 'public': 12,935,247 (86.8%) + 'restricted': 999,240 (6.7%) + 'user': 959,867 (6.4%) + 'private': 90 (0.0%) + 'gold_restricted': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: suggested_sort Occurrence: 14,894,452/14,894,452 (100.0%) +Types: NoneType:12,424,135, str:2,470,317 +Null/Empty: null:12,424,135 +String length avg: 4.6 +Unique strings tracked: 7 +String values distribution: + 'qa': 966,435 (39.1%) + 'confidence': 668,916 (27.1%) + 'top': 399,674 (16.2%) + 'new': 397,361 (16.1%) + 'old': 23,035 (0.9%) + 'controversial': 13,621 (0.6%) + 'random': 1,275 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 27.8 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'default': 1,504 (0.0%) + 'self': 1,031 (0.0%) + 'nsfw': 208 (0.0%) + 'image': 32 (0.0%) + 'spoiler': 12 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_height Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:8,443,117, NoneType:6,451,335 +Null/Empty: null:6,451,335 +Numeric values: 8,443,117 total +Numeric range: min:1, max:140, avg:110.5 +Numeric std dev: 28.5 +Unique numbers tracked: 140 + +──────────────────────────────────────────────────────────── +FIELD: thumbnail_width Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:8,443,117, NoneType:6,451,335 +Null/Empty: null:6,451,335 +Numeric values: 8,443,117 total +Numeric range: min:1, max:140, avg:139.4 +Numeric std dev: 6.6 +Unique numbers tracked: 69 + +──────────────────────────────────────────────────────────── +FIELD: title Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 53.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + '[19F] Spoil me rotten': 4 (0.0%) + 'Hmm': 2 (0.0%) + 'wanna replace that pillow?': 2 (0.0%) + 'Praise Todd Howard': 2 (0.0%) + '32 [M4F] #OrangeCounty - Mature Mentor for Younger...': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: url Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:14,894,452 +String length avg: 68.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://sports24hdmedialive.blogspot.com/2018/11/n...': 4 (0.0%) + 'https://www.reddit.com/r/nba/comments/a1xxf2/game_...': 2 (0.0%) + 'https://www.reddit.com/r/CFB/comments/a1xxj1/game_...': 2 (0.0%) + 'https://www.reddit.com/r/SoCalR4R/comments/a1xxjd/...': 2 (0.0%) + 'https://i.imgur.com/NYGsT9c.jpg': 2 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: whitelist_status Occurrence: 14,894,452/14,894,452 (100.0%) +Types: str:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +String length avg: 8.1 +Unique strings tracked: 5 +String values distribution: + 'all_ads': 7,073,321 (75.7%) + 'promo_adult_nsfw': 986,420 (10.6%) + 'house_only': 745,158 (8.0%) + 'no_ads': 519,854 (5.6%) + 'promo_all': 17,548 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: wls Occurrence: 14,894,452/14,894,452 (100.0%) +Types: int:9,342,301, NoneType:5,552,151 +Null/Empty: null:5,552,151 +Numeric values: 9,342,301 total +Numeric range: min:0, max:6, avg:4.9 +Numeric std dev: 2.0 +Unique numbers tracked: 5 +Numeric values distribution: + 6: 7,073,321 (75.7%) + 3: 986,420 (10.6%) + 1: 745,158 (8.0%) + 0: 519,854 (5.6%) + 5: 17,548 (0.2%) + +──────────────────────────────────────────────────────────── +FIELD: author_created_utc Occurrence: 14,894,416/14,894,452 (100.0%) +Types: int:12,010,379, NoneType:2,884,037 +Null/Empty: null:2,884,037 +Numeric values: 12,010,379 total +Numeric range: min:1,120,363,200, max:1,546,300,646, avg:1486616329.2 +Numeric std dev: 66601468.9 +Unique numbers tracked: 1,000 +⚠️ Unique numbers exceed limit (1,000), distribution incomplete + +──────────────────────────────────────────────────────────── +FIELD: author_fullname Occurrence: 14,894,416/14,894,452 (100.0%) +Types: str:12,010,529, NoneType:2,883,887 +Null/Empty: null:2,883,887 +String length avg: 9.7 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_bcevk': 10 (0.0%) + 't2_2b8tukoj': 8 (0.0%) + 't2_qyc0s': 7 (0.0%) + 't2_6l4z3': 6 (0.0%) + 't2_17czjhdr': 6 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: author_flair_richtext Occurrence: 12,010,529/14,894,452 (80.6%) +Types: list:12,010,529 +Null/Empty: empty_arr:11,398,814 + +──────────────────────────────────────────────────────────── +FIELD: author_flair_type Occurrence: 12,010,529/14,894,452 (80.6%) +Types: str:12,010,529 +String length avg: 4.2 +Unique strings tracked: 2 +String values distribution: + 'text': 11,398,814 (94.9%) + 'richtext': 611,715 (5.1%) + +──────────────────────────────────────────────────────────── +FIELD: author_patreon_flair Occurrence: 12,010,529/14,894,452 (80.6%) +Types: bool:12,010,529 +Booleans: true:448 (0.0%), false:12,010,081 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: post_hint Occurrence: 5,868,212/14,894,452 (39.4%) +Types: str:5,868,212 +String length avg: 5.2 +Unique strings tracked: 6 +String values distribution: + 'image': 2,609,349 (44.5%) + 'link': 2,029,187 (34.6%) + 'rich:video': 569,423 (9.7%) + 'self': 524,320 (8.9%) + 'hosted:video': 135,740 (2.3%) + 'video': 193 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: preview Occurrence: 5,868,212/14,894,452 (39.4%) +Types: dict:5,868,212 + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent Occurrence: 491,800/14,894,452 (3.3%) +Types: str:491,800 +String length avg: 9.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't3_a1x1dc': 19 (0.0%) + 't3_a1wxtd': 12 (0.0%) + 't3_a1smew': 9 (0.0%) + 't3_a1xjcj': 8 (0.0%) + 't3_a1v2hg': 8 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: crosspost_parent_list Occurrence: 491,800/14,894,452 (3.3%) +Types: list:491,800 +Null/Empty: empty_arr:4,141 + +──────────────────────────────────────────────────────────── +FIELD: media_metadata Occurrence: 161,435/14,894,452 (1.1%) +Types: NoneType:140,930, dict:20,505 +Null/Empty: null:140,930 + +──────────────────────────────────────────────────────────── +FIELD: author_cakeday Occurrence: 42,808/14,894,452 (0.3%) +Types: bool:42,808 +Booleans: true:42,808 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: adserver_click_url Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: adserver_imp_pixel Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: author_id Occurrence: 14,363/14,894,452 (0.1%) +Types: str:14,249, NoneType:114 +Null/Empty: null:114 +String length avg: 10.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 't2_1tdurbuy': 130 (0.9%) + 't2_102kh6': 123 (0.9%) + 't2_2jmhz06c': 80 (0.6%) + 't2_1c8d8qgh': 54 (0.4%) + 't2_1up5tbdd': 52 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: domain_override Occurrence: 14,363/14,894,452 (0.1%) +Types: str:12,022, NoneType:2,341 +Null/Empty: null:2,341 +String length avg: 25.9 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'letyshops.com': 130 (1.1%) + 'https://magic.wizards.com/en/competitive-magic': 123 (1.0%) + 'https://woz-u.com/': 80 (0.7%) + 'howstuffworks.com': 53 (0.4%) + 'www.audible.co.uk/freetrial': 51 (0.4%) + +──────────────────────────────────────────────────────────── +FIELD: embed_type Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,360, str:3 +Null/Empty: null:14,360 +String length avg: 6.0 +Unique strings tracked: 1 +String values distribution: + 'scrape': 3 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: embed_url Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,360, str:3 +Null/Empty: null:14,360 +String length avg: 54.0 +Unique strings tracked: 3 +String values distribution: + 'https://www.twitch.tv/jaynastitv/clip/BreakableSpi...': 1 (33.3%) + 'https://www.youtube.com/watch?v=c_IVcbEez8o': 1 (33.3%) + 'https://www.youtube.com/watch?v=8LsPkYeaKBs': 1 (33.3%) + +──────────────────────────────────────────────────────────── +FIELD: events Occurrence: 14,363/14,894,452 (0.1%) +Types: list:14,363 +Null/Empty: empty_arr:14,363 + +──────────────────────────────────────────────────────────── +FIELD: eventsOnRender Occurrence: 14,363/14,894,452 (0.1%) +Types: list:14,363 +Null/Empty: empty_arr:14,363 + +──────────────────────────────────────────────────────────── +FIELD: href_url Occurrence: 14,363/14,894,452 (0.1%) +Types: str:14,363 +String length avg: 85.2 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://fresh.butcherbox.com/es-presell-2-2-r-40of...': 19 (0.1%) + 'https://itunes.apple.com/de/app/besserfm/id1439840...': 13 (0.1%) + 'https://store.steampowered.com/app/978520': 12 (0.1%) + 'https://www.smort-holidaypal.com/': 12 (0.1%) + 'https://forever45.co': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: is_blank Occurrence: 14,363/14,894,452 (0.1%) +Types: bool:14,363 +Booleans: true:0 (0.0%), false:14,363 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: mobile_ad_url Occurrence: 14,363/14,894,452 (0.1%) +Types: str:14,363 +Null/Empty: empty_str:2,329 +String length avg: 85.0 +Unique strings tracked: 1,000 +⚠️ Unique strings exceed limit (1,000), distribution incomplete +Top 5 string values: + 'https://reddit-image.s3.amazonaws.com/GeMQ_2hf6Kcc...': 41 (0.3%) + 'https://reddit-image.s3.amazonaws.com/xFPpSvtcrfGu...': 39 (0.3%) + 'https://reddit-image.s3.amazonaws.com/CzgZt_x_wqE2...': 23 (0.2%) + 'https://reddit-image.s3.amazonaws.com/K-x4kVqJvxL4...': 19 (0.2%) + 'https://reddit-image.s3.amazonaws.com/Zd_BPibAf8Sy...': 11 (0.1%) + +──────────────────────────────────────────────────────────── +FIELD: original_link Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: outbound_link Occurrence: 14,363/14,894,452 (0.1%) +Types: dict:14,363 +Null/Empty: empty_obj:14,363 + +──────────────────────────────────────────────────────────── +FIELD: priority_id Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: promoted Occurrence: 14,363/14,894,452 (0.1%) +Types: bool:14,363 +Booleans: true:14,363 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: promoted_by Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: promoted_display_name Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: promoted_url Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: show_media Occurrence: 14,363/14,894,452 (0.1%) +Types: bool:14,363 +Booleans: true:14,363 (100.0%), false:0 (0.0%) + +──────────────────────────────────────────────────────────── +FIELD: third_party_trackers Occurrence: 14,363/14,894,452 (0.1%) +Types: list:14,125, NoneType:238 +Null/Empty: null:238, empty_arr:13,546 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: third_party_tracking_2 Occurrence: 14,363/14,894,452 (0.1%) +Types: NoneType:14,363 +Null/Empty: null:14,363 + +──────────────────────────────────────────────────────────── +FIELD: call_to_action Occurrence: 11,162/14,894,452 (0.1%) +Types: str:11,156, NoneType:6 +Null/Empty: null:6 +String length avg: 8.7 +Unique strings tracked: 13 +Top 5 string values: + 'Learn More': 3,303 (29.6%) + 'Shop Now': 3,039 (27.2%) + 'View More': 1,547 (13.9%) + 'Sign Up': 1,365 (12.2%) + 'Watch Now': 408 (3.7%) + +──────────────────────────────────────────────────────────── +FIELD: collections Occurrence: 515/14,894,452 (0.0%) +Types: list:515 + +──────────────────────────────────────────────────────────── +FIELD: event_end Occurrence: 479/14,894,452 (0.0%) +Types: float:479 +Numeric values: 479 total +Numeric range: min:1,543,681,800.0, max:1,671,265,800.0, avg:1545079531.4 +Numeric std dev: 6126150.2 +Unique numbers tracked: 184 + +──────────────────────────────────────────────────────────── +FIELD: event_is_live Occurrence: 479/14,894,452 (0.0%) +Types: bool:479 +Booleans: true:0 (0.0%), false:479 (100.0%) + +──────────────────────────────────────────────────────────── +FIELD: event_start Occurrence: 479/14,894,452 (0.0%) +Types: float:479 +Numeric values: 479 total +Numeric range: min:1,543,666,702.0, max:1,671,251,400.0, avg:1545054877.9 +Numeric std dev: 6125857.3 +Unique numbers tracked: 236 + +================================================================================ diff --git a/analyzed_subreddits/comments/RC_funny.parquet b/analyzed_subreddits/comments/RC_funny.parquet new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/comments/RC_2005-12.zst b/original_dump/comments/RC_2005-12.zst similarity index 100% rename from comments/RC_2005-12.zst rename to original_dump/comments/RC_2005-12.zst diff --git a/comments/RC_2006-01.zst b/original_dump/comments/RC_2006-01.zst similarity index 100% rename from comments/RC_2006-01.zst rename to original_dump/comments/RC_2006-01.zst diff --git a/comments/RC_2006-02.zst b/original_dump/comments/RC_2006-02.zst similarity index 100% rename from comments/RC_2006-02.zst rename to original_dump/comments/RC_2006-02.zst diff --git a/comments/RC_2006-03.zst b/original_dump/comments/RC_2006-03.zst similarity index 100% rename from comments/RC_2006-03.zst rename to original_dump/comments/RC_2006-03.zst diff --git a/comments/RC_2006-04.zst b/original_dump/comments/RC_2006-04.zst similarity index 100% rename from comments/RC_2006-04.zst rename to original_dump/comments/RC_2006-04.zst diff --git a/comments/RC_2006-05.zst b/original_dump/comments/RC_2006-05.zst similarity index 100% rename from comments/RC_2006-05.zst rename to original_dump/comments/RC_2006-05.zst diff --git a/comments/RC_2006-06.zst b/original_dump/comments/RC_2006-06.zst similarity index 100% rename from comments/RC_2006-06.zst rename to original_dump/comments/RC_2006-06.zst diff --git a/comments/RC_2006-07.zst b/original_dump/comments/RC_2006-07.zst similarity index 100% rename from comments/RC_2006-07.zst rename to original_dump/comments/RC_2006-07.zst diff --git a/comments/RC_2006-08.zst b/original_dump/comments/RC_2006-08.zst similarity index 100% rename from comments/RC_2006-08.zst rename to original_dump/comments/RC_2006-08.zst diff --git a/comments/RC_2006-09.zst b/original_dump/comments/RC_2006-09.zst similarity index 100% rename from comments/RC_2006-09.zst rename to original_dump/comments/RC_2006-09.zst diff --git a/comments/RC_2006-10.zst b/original_dump/comments/RC_2006-10.zst similarity index 100% rename from comments/RC_2006-10.zst rename to original_dump/comments/RC_2006-10.zst diff --git a/comments/RC_2006-11.zst b/original_dump/comments/RC_2006-11.zst similarity index 100% rename from comments/RC_2006-11.zst rename to original_dump/comments/RC_2006-11.zst diff --git a/comments/RC_2006-12.zst b/original_dump/comments/RC_2006-12.zst similarity index 100% rename from comments/RC_2006-12.zst rename to original_dump/comments/RC_2006-12.zst diff --git a/comments/RC_2007-01.zst b/original_dump/comments/RC_2007-01.zst similarity index 100% rename from comments/RC_2007-01.zst rename to original_dump/comments/RC_2007-01.zst diff --git a/comments/RC_2007-02.zst b/original_dump/comments/RC_2007-02.zst similarity index 100% rename from comments/RC_2007-02.zst rename to original_dump/comments/RC_2007-02.zst diff --git a/comments/RC_2007-03.zst b/original_dump/comments/RC_2007-03.zst similarity index 100% rename from comments/RC_2007-03.zst rename to original_dump/comments/RC_2007-03.zst diff --git a/comments/RC_2007-04.zst b/original_dump/comments/RC_2007-04.zst similarity index 100% rename from comments/RC_2007-04.zst rename to original_dump/comments/RC_2007-04.zst diff --git a/comments/RC_2007-05.zst b/original_dump/comments/RC_2007-05.zst similarity index 100% rename from comments/RC_2007-05.zst rename to original_dump/comments/RC_2007-05.zst diff --git a/comments/RC_2007-06.zst b/original_dump/comments/RC_2007-06.zst similarity index 100% rename from comments/RC_2007-06.zst rename to original_dump/comments/RC_2007-06.zst diff --git a/comments/RC_2007-07.zst b/original_dump/comments/RC_2007-07.zst similarity index 100% rename from comments/RC_2007-07.zst rename to original_dump/comments/RC_2007-07.zst diff --git a/comments/RC_2007-08.zst b/original_dump/comments/RC_2007-08.zst similarity index 100% rename from comments/RC_2007-08.zst rename to original_dump/comments/RC_2007-08.zst diff --git a/comments/RC_2007-09.zst b/original_dump/comments/RC_2007-09.zst similarity index 100% rename from comments/RC_2007-09.zst rename to original_dump/comments/RC_2007-09.zst diff --git a/comments/RC_2007-10.zst b/original_dump/comments/RC_2007-10.zst similarity index 100% rename from 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original_dump/submissions/RS_2025-10.zst diff --git a/submissions/RS_2025-11.zst b/original_dump/submissions/RS_2025-11.zst similarity index 100% rename from submissions/RS_2025-11.zst rename to original_dump/submissions/RS_2025-11.zst diff --git a/submissions/RS_2025-12.zst b/original_dump/submissions/RS_2025-12.zst similarity index 100% rename from submissions/RS_2025-12.zst rename to original_dump/submissions/RS_2025-12.zst