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Datasets:
open-index
/
draft

Tasks:
Text Generation
Feature Extraction
Modalities:
Text
Languages:
English
Size:
1M<n<10M
Tags:
common-crawl
web-crawl
markdown
text
License:
Dataset card Files
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Community
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Commit
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Publish data/CC-MAIN-2026-08/00000.parquet

Browse files
Files changed (2) hide show
  1. README.md +15 -19
  2. stats.csv +192 -154
README.md CHANGED
@@ -32,7 +32,7 @@ configs:
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  Open Index is a large-scale web text dataset built from [Common Crawl](https://commoncrawl.org). Every page goes through a pipeline that extracts the main content from raw HTML, converts it to clean Markdown using [trafilatura](https://github.com/adbar/trafilatura), and packages the result into Parquet files with full WARC metadata preserved.
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- The dataset currently includes crawl **CC-MAIN-2026-08** with **11,157,687 documents across 578 shards**. We plan to add more snapshots over time.
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  Open Index is released under the **Open Data Commons Attribution License (ODC-By) v1.0**, the same license used by Common Crawl.
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@@ -164,39 +164,35 @@ Empty conversions (pages where trafilatura could not extract meaningful content)
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  ### Compression Ratios
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- Numbers below are actual measurements summed across all 578 files of CC-MAIN-2026-08 (11,157,687 pages total), projected to the full crawl of 100,000 WARC files.
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- | Stage | 578 files (measured) | 100,000 files (projected) | Reduction |
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  |---|---|---|---|
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- | Raw WARC (.warc.gz, downloaded) | ~468.5 GB | ~83 TB | — |
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- | HTML extracted (uncompressed) | 1.3 TB | ~295 TB | — |
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- | Packed markdown WARC (.md.warc.gz) | ~23.6 GB | ~3.7 TB | **-98.3%** vs HTML |
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- | Final Parquet (Zstd level 19) | 16.0 GB | ~2.9 TB | **-32.3%** vs packed WARC |
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- The big win is the HTML → Markdown step: trafilatura strips all tags, scripts, styles, navigation, and ads, keeping only the main content. This cuts 1.3 TB of uncompressed HTML down to 50.3 GB of markdown — a **98.3% reduction** — before any file-level compression is applied. Parquet with Zstd level 19 then compresses the markdown a further 68.2%.
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- End to end: ~468.5 GB of raw gzipped WARCs becomes **16.0 GB of Parquet** — a **96.6% total reduction** — containing 11,157,687 clean markdown documents.
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  ### Processing Times
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- Pipeline timings across 578 shards of CC-MAIN-2026-08:
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  ```
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- Download (raw WARC) ████████████████████████ total 27h 9m 10s avg 2m 49s
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- Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 1h 39m 12s avg 10s
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- Export (Parquet) █████░░░░░░░░░░░░░░░░░░░ total 6h 10m 25s avg 38s
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- Publish (HuggingFace) ████░░░░░░░░░░░░░░░░░░░░ total 5h 3m 20s avg 31s
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  ```
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  ### Dataset Charts
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  ![Total size: HTML vs Markdown vs Parquet](charts/totals_chart.png)
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- ![Compression breakdown](charts/compression_pie.png)
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-
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- ![Size per shard: HTML vs Markdown](charts/size_chart.png)
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-
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- ![Pipeline time per shard](charts/timing_chart.png)
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  ### Personal and Sensitive Information
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  Open Index is a large-scale web text dataset built from [Common Crawl](https://commoncrawl.org). Every page goes through a pipeline that extracts the main content from raw HTML, converts it to clean Markdown using [trafilatura](https://github.com/adbar/trafilatura), and packages the result into Parquet files with full WARC metadata preserved.
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+ The dataset currently includes crawl **CC-MAIN-2026-08** with **11,922,759 documents across 616 shards**. We plan to add more snapshots over time.
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  Open Index is released under the **Open Data Commons Attribution License (ODC-By) v1.0**, the same license used by Common Crawl.
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  ### Compression Ratios
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+ Numbers below are actual measurements summed across all 616 files of CC-MAIN-2026-08 (11,922,759 pages total), projected to the full crawl of 100,000 WARC files.
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+ | Stage | 616 files (measured) | 100,000 files (projected) | Reduction |
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  |---|---|---|---|
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+ | Raw WARC (.warc.gz, downloaded) | ~499.3 GB | ~83 TB | — |
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+ | HTML extracted (uncompressed) | 1.4 TB | ~295 TB | — |
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+ | Packed markdown WARC (.md.warc.gz) | ~25.2 GB | ~3.7 TB | **-98.3%** vs HTML |
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+ | Final Parquet (Zstd level 19) | 17.1 GB | ~2.9 TB | **-32.3%** vs packed WARC |
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+ The big win is the HTML → Markdown step: trafilatura strips all tags, scripts, styles, navigation, and ads, keeping only the main content. This cuts 1.4 TB of uncompressed HTML down to 53.7 GB of markdown — a **98.3% reduction** — before any file-level compression is applied. Parquet with Zstd level 19 then compresses the markdown a further 68.2%.
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+ End to end: ~499.3 GB of raw gzipped WARCs becomes **17.1 GB of Parquet** — a **96.6% total reduction** — containing 11,922,759 clean markdown documents.
179
 
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  ### Processing Times
181
 
182
+ Pipeline timings across 616 shards of CC-MAIN-2026-08:
183
 
184
  ```
185
+ Download (raw WARC) ████████████████████████ total 27h 4m 9s avg 2m 38s
186
+ Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 1h 13m 15s avg 7s
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+ Export (Parquet) █████░░░░░░░░░░░░░░░░░░░ total 5h 53m 17s avg 34s
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+ Publish (HuggingFace) ████░░░░░░░░░░░░░░░░░░░░ total 5h 20m 6s avg 31s
189
  ```
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191
  ### Dataset Charts
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193
  ![Total size: HTML vs Markdown vs Parquet](charts/totals_chart.png)
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+ ![Pipeline stage durations](charts/timing_chart.png)
 
 
 
 
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  ### Personal and Sensitive Information
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stats.csv CHANGED
@@ -1,8 +1,8 @@
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  crawl_id,file_idx,rows,html_bytes,md_bytes,parquet_bytes,created_at,dur_download_s,dur_convert_s,dur_export_s,dur_publish_s
2
  ,0,0,0,0,0,,0,0,0,11
3
- CC-MAIN-2026-08,0,19498,2584731228,94933501,30363287,2026-03-13T11:49:22Z,488,0,46,0
4
- CC-MAIN-2026-08,1,19532,2591872888,97483160,29891845,2026-03-13T11:56:46Z,0,413,30,0
5
- CC-MAIN-2026-08,2,19489,2566013477,91546430,29341427,2026-03-13T12:01:46Z,0,232,66,0
6
  CC-MAIN-2026-08,3,21086,2959834291,80424489,26785716,2026-03-13T05:46:05Z,0,0,0,4
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  CC-MAIN-2026-08,4,21124,2984315198,79569270,26739423,2026-03-13T05:46:11Z,0,0,0,3
8
  CC-MAIN-2026-08,5,21118,2940457892,79695450,26291277,2026-03-13T05:46:17Z,0,0,0,3
@@ -68,20 +68,20 @@ CC-MAIN-2026-08,64,19575,2590085270,95564689,29857111,2026-03-13T11:39:12Z,169,0
68
  CC-MAIN-2026-08,65,19393,2568826040,100732219,30998757,2026-03-13T11:42:54Z,195,0,25,7
69
  CC-MAIN-2026-08,66,19450,2596536431,91494169,29553011,2026-03-13T11:50:02Z,375,0,52,7
70
  CC-MAIN-2026-08,67,19652,2593565656,101320801,31845661,2026-03-13T11:55:42Z,268,0,70,7
71
- CC-MAIN-2026-08,68,19096,2550060737,89920990,28995591,2026-03-13T12:27:39Z,0,0,0,0
72
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- CC-MAIN-2026-08,70,10552,1262528229,56579911,17343807,2026-03-13T12:27:40Z,0,0,0,0
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- CC-MAIN-2026-08,73,19489,2605600716,93452575,30097624,2026-03-13T12:31:39Z,0,166,71,0
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- CC-MAIN-2026-08,74,19398,2560491979,95242883,30750321,2026-03-13T12:37:59Z,332,0,46,0
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- CC-MAIN-2026-08,75,19502,2604221671,96422597,29916451,2026-03-13T12:43:25Z,290,0,34,12
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- CC-MAIN-2026-08,76,19477,2555088388,91872436,29291944,2026-03-13T12:49:26Z,299,0,59,12
80
  CC-MAIN-2026-08,77,19395,2584582777,93006360,29894403,2026-03-13T12:54:11Z,205,0,79,12
81
- CC-MAIN-2026-08,78,19446,2581654174,93955154,30127520,2026-03-13T13:01:05Z,190,0,29,0
82
- CC-MAIN-2026-08,79,19605,2614117974,93284393,29787903,2026-03-13T13:04:58Z,204,0,27,0
83
- CC-MAIN-2026-08,80,19467,2623175154,96801734,30779762,2026-03-13T13:08:39Z,165,0,55,0
84
- CC-MAIN-2026-08,81,19436,2554545191,91323505,29213600,2026-03-13T13:12:40Z,189,0,49,0
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  CC-MAIN-2026-08,82,19196,2561131346,91766921,29347599,2026-03-13T13:18:05Z,287,0,37,11
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  CC-MAIN-2026-08,83,19298,2564479995,92885030,29518351,2026-03-13T13:21:05Z,147,0,31,11
87
  CC-MAIN-2026-08,84,19499,2594563617,92512745,30337810,2026-03-13T13:24:46Z,185,0,35,11
@@ -89,9 +89,11 @@ CC-MAIN-2026-08,85,19351,2555376713,95245110,30325437,2026-03-13T13:28:17Z,166,0
89
  CC-MAIN-2026-08,86,19269,2561491373,91740324,29545459,2026-03-13T13:31:20Z,157,0,24,11
90
  CC-MAIN-2026-08,87,19626,2556475903,95652380,29496848,2026-03-13T13:33:51Z,123,0,26,11
91
  CC-MAIN-2026-08,88,19413,2552997036,93884780,30955003,2026-03-13T13:38:53Z,135,0,23,0
92
- CC-MAIN-2026-08,101,19267,2514449658,96925434,30864646,2026-03-13T11:45:41Z,0,231,82,0
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- CC-MAIN-2026-08,102,19438,2568537422,97402434,31119386,2026-03-13T11:56:53Z,0,639,32,0
94
- CC-MAIN-2026-08,103,19511,2593312947,96164480,30296292,2026-03-13T12:02:48Z,0,284,68,0
 
 
95
  CC-MAIN-2026-08,104,19464,2548377519,91323603,28774002,2026-03-13T06:54:05Z,107,0,29,239
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  CC-MAIN-2026-08,105,19486,2561400814,94725131,30979352,2026-03-13T07:00:59Z,295,0,42,76
97
  CC-MAIN-2026-08,106,19330,2553664208,96434475,31127446,2026-03-13T07:06:40Z,245,0,63,30
@@ -199,33 +201,34 @@ CC-MAIN-2026-08,298,19567,2617126178,93858365,30159538,2026-03-13T11:02:51Z,0,0,
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  CC-MAIN-2026-08,299,19470,2585122899,97807957,31296172,2026-03-13T11:06:45Z,210,0,23,12
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  CC-MAIN-2026-08,300,19575,2576499879,94898509,30254983,2026-03-13T11:12:15Z,298,0,30,12
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  CC-MAIN-2026-08,301,19374,2565938944,91551161,29089308,2026-03-13T11:16:07Z,164,0,66,12
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- CC-MAIN-2026-08,302,19457,2608391095,95507852,30774163,2026-03-13T12:27:39Z,0,0,0,0
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- CC-MAIN-2026-08,312,19690,2614547257,94871029,30650095,2026-03-13T12:49:19Z,303,0,64,0
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- CC-MAIN-2026-08,318,19478,2589938565,97037689,31578071,2026-03-13T13:13:10Z,181,0,26,0
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  CC-MAIN-2026-08,319,19379,2562411608,96844645,30509012,2026-03-13T13:18:42Z,304,0,27,53
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  CC-MAIN-2026-08,320,19413,2569174969,91813564,29549777,2026-03-13T13:22:57Z,184,0,69,53
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  CC-MAIN-2026-08,321,19507,2577305233,93497320,29336082,2026-03-13T13:25:38Z,138,0,21,53
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  CC-MAIN-2026-08,322,19382,2577768725,94784711,29750256,2026-03-13T13:37:06Z,90,0,23,0
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  CC-MAIN-2026-08,323,19456,2578650723,97487050,30498231,2026-03-13T13:39:28Z,117,0,23,0
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229
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  CC-MAIN-2026-08,406,19388,2570935771,94074831,28840885,2026-03-13T07:02:52Z,129,0,22,63
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  CC-MAIN-2026-08,407,19372,2534947391,92835030,28621715,2026-03-13T07:07:13Z,205,0,36,18
@@ -292,21 +295,31 @@ CC-MAIN-2026-08,572,19544,2567054295,91119940,29356985,2026-03-13T11:23:42Z,0,0,
292
  CC-MAIN-2026-08,573,19156,2548765481,93971769,30795801,2026-03-13T12:32:27Z,263,0,23,0
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  CC-MAIN-2026-08,583,19595,2594069917,95855734,30284351,2026-03-13T13:12:22Z,0,122,54,0
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  CC-MAIN-2026-08,587,19651,2593873558,94835895,29808857,2026-03-13T13:28:39Z,238,0,21,0
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  CC-MAIN-2026-08,704,19692,2578096724,95466414,30221084,2026-03-13T06:55:17Z,175,0,44,121
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  CC-MAIN-2026-08,705,19277,2573390297,95712597,30384189,2026-03-13T07:00:33Z,230,0,38,46
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  CC-MAIN-2026-08,706,19534,2546671080,95727573,30856975,2026-03-13T07:04:08Z,136,0,62,14
@@ -395,12 +408,12 @@ CC-MAIN-2026-08,897,19348,2541159665,93760641,29660981,2026-03-13T11:12:25Z,343,
395
  CC-MAIN-2026-08,898,19461,2584779719,92579345,29479183,2026-03-13T11:16:29Z,211,0,32,10
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  CC-MAIN-2026-08,900,19367,2578126232,93395451,30047075,2026-03-13T11:34:21Z,358,0,90,0
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404
  CC-MAIN-2026-08,907,19385,2572695548,93570373,29189051,2026-03-13T12:43:22Z,282,0,39,24
405
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406
  CC-MAIN-2026-08,909,19560,2555936795,96156675,30354278,2026-03-13T12:55:44Z,347,0,40,24
@@ -409,95 +422,120 @@ CC-MAIN-2026-08,911,19496,2607535366,97788103,31194693,2026-03-13T13:09:16Z,197,
409
  CC-MAIN-2026-08,912,19561,2564506726,93129680,29725165,2026-03-13T13:13:01Z,196,0,27,0
410
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411
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412
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417
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418
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419
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420
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423
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438
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444
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445
  CC-MAIN-2026-08,1204,19264,2538327084,94846804,29759525,2026-03-13T11:50:12Z,455,0,31,0
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468
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469
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470
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481
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482
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483
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484
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485
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486
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487
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488
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489
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490
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496
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497
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498
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499
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500
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501
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502
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503
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@@ -511,16 +549,16 @@ CC-MAIN-2026-08,1904,19701,2599243874,95402647,30096292,2026-03-13T12:50:23Z,249
511
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512
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513
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514
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519
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520
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521
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522
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523
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524
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525
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526
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@@ -531,20 +569,20 @@ CC-MAIN-2026-08,2117,19468,2562503308,93649607,29410903,2026-03-13T13:37:22Z,121
531
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532
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533
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534
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535
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536
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537
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538
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547
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548
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549
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550
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@@ -560,16 +598,16 @@ CC-MAIN-2026-08,2553,19534,2542432805,90911643,29613848,2026-03-13T12:44:33Z,444
560
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561
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562
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563
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565
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566
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608
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609
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610
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611
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612
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613
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