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Datasets:
open-index
/
draft

Tasks:
Text Generation
Feature Extraction
Modalities:
Tabular
Text
Formats:
parquet
Languages:
English
Size:
100M - 1B
Tags:
common-crawl
web-crawl
markdown
text
Libraries:
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Dask
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License:
Dataset card Data Studio Files
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1
tamnd commited on
Commit
9764966
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verified ·
1 Parent(s): 8aca94b

Publish 2 shards CC-MAIN-2026-08/05259–05759

Browse files
Files changed (6) hide show
  1. README.md +13 -13
  2. charts/timing_chart.png +2 -2
  3. charts/totals_chart.png +2 -2
  4. data/CC-MAIN-2026-08/05259.parquet +3 -0
  5. data/CC-MAIN-2026-08/05759.parquet +3 -0
  6. stats.csv +270 -269
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 **22,019,486 documents across 1140 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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@@ -164,28 +164,28 @@ 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 1140 files of CC-MAIN-2026-08 (22,019,486 pages total), projected to the full crawl of 100,000 WARC files.
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- | Stage | 1140 files (measured) | 100,000 files (projected) | Reduction |
170
  |---|---|---|---|
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- | Raw WARC (.warc.gz, downloaded) | ~924.0 GB | ~83 TB | — |
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  | HTML extracted (uncompressed) | 2.7 TB | ~295 TB | — |
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- | Packed markdown WARC (.md.warc.gz) | ~46.7 GB | ~3.7 TB | **-98.3%** vs HTML |
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- | Final Parquet (Zstd level 19) | 31.5 GB | ~2.9 TB | **-32.5%** 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 2.7 TB of uncompressed HTML down to 99.3 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 68.3%.
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- End to end: ~924.0 GB of raw gzipped WARCs becomes **31.5 GB of Parquet** — a **96.6% total reduction** — containing 22,019,486 clean markdown documents.
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  ### Processing Times
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- Pipeline timings across 1140 shards of CC-MAIN-2026-08:
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  ```
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- Download (raw WARC) ████████████████████████ total 86h 20m 0s avg 4m 32s
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- Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 5h 55m 4s avg 18s
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- Export (Parquet) █████░░░░░░░░░░░░░░░░░░░ total 20h 49m 45s avg 1m 5s
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- Publish (HuggingFace) ██░░░░░░░░░░░░░░░░░░░░░░ total 7h 22m 56s avg 23s
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  ```
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  ### Dataset Charts
 
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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.
34
 
35
+ The dataset currently includes crawl **CC-MAIN-2026-08** with **22,062,604 documents across 1141 shards**. We plan to add more snapshots over time.
36
 
37
  Open Index is released under the **Open Data Commons Attribution License (ODC-By) v1.0**, the same license used by Common Crawl.
38
 
 
164
 
165
  ### Compression Ratios
166
 
167
+ Numbers below are actual measurements summed across all 1141 files of CC-MAIN-2026-08 (22,062,604 pages total), projected to the full crawl of 100,000 WARC files.
168
 
169
+ | Stage | 1141 files (measured) | 100,000 files (projected) | Reduction |
170
  |---|---|---|---|
171
+ | Raw WARC (.warc.gz, downloaded) | ~924.8 GB | ~83 TB | — |
172
  | HTML extracted (uncompressed) | 2.7 TB | ~295 TB | — |
173
+ | Packed markdown WARC (.md.warc.gz) | ~46.8 GB | ~3.7 TB | **-98.3%** vs HTML |
174
+ | Final Parquet (Zstd level 19) | 31.6 GB | ~2.9 TB | **-32.4%** 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 2.7 TB of uncompressed HTML down to 99.5 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: ~924.8 GB of raw gzipped WARCs becomes **31.6 GB of Parquet** — a **96.6% total reduction** — containing 22,062,604 clean markdown documents.
179
 
180
  ### Processing Times
181
 
182
+ Pipeline timings across 1141 shards of CC-MAIN-2026-08:
183
 
184
  ```
185
+ Download (raw WARC) ████████████████████████ total 80h 54m 6s avg 4m 15s
186
+ Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 5h 48m 17s avg 18s
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+ Export (Parquet) █████░░░░░░░░░░░░░░░░░░░ total 19h 30m 39s avg 1m 1s
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+ Publish (HuggingFace) ██░░░░░░░░░░░░░░░░░░░░░░ total 7h 35m 12s avg 23s
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  ```
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  ### Dataset Charts
charts/timing_chart.png CHANGED

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charts/totals_chart.png CHANGED

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stats.csv CHANGED
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285
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286
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287
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@@ -334,13 +334,12 @@ CC-MAIN-2026-08,367,19224,2546537039,93497264,29177902,2026-03-14T01:06:44Z,437,
334
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346
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426
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429
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430
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431
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433
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463
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475
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476
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486
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487
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521
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524
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525
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526
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527
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614
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615
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625
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632
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640
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720
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724
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729
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730
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731
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732
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735
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737
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@@ -747,9 +746,9 @@ CC-MAIN-2026-08,1163,19448,2545206276,93029458,30120470,2026-03-13T17:17:16Z,155
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801
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802
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803
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804
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805
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818
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830
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831
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832
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833
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834
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835
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836
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838
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840
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841
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842
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843
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844
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846
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847
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848
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@@ -858,18 +856,18 @@ CC-MAIN-2026-08,1535,19416,2564796433,94549998,29316799,2026-03-13T14:15:26Z,221
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859
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860
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861
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862
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863
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864
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871
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872
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873
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875
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@@ -890,7 +888,7 @@ CC-MAIN-2026-08,1732,19647,2606210826,90240381,28679896,2026-03-13T14:52:43Z,159
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891
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892
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893
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894
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896
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@@ -918,58 +916,58 @@ CC-MAIN-2026-08,1928,19808,2612197762,95404218,29824046,2026-03-13T15:08:51Z,243
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920
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921
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924
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925
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926
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930
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947
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948
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950
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951
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952
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953
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954
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955
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956
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957
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958
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959
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960
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961
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963
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965
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966
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967
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968
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969
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970
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971
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972
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973
  CC-MAIN-2026-08,2315,19225,2557546115,92263648,29084240,2026-03-13T13:18:44Z,119,0,26,4
974
  CC-MAIN-2026-08,2316,19610,2608791903,97720683,31781755,2026-03-13T13:21:46Z,157,0,24,4
975
  CC-MAIN-2026-08,2317,19472,2585562726,93830630,29466062,2026-03-13T13:24:55Z,162,0,26,4
@@ -998,48 +996,48 @@ CC-MAIN-2026-08,2575,19424,2582265746,97014195,31429983,2026-03-13T14:38:15Z,642
998
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999
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1000
  CC-MAIN-2026-08,2578,15247,1920720864,76356451,23862960,2026-03-13T15:08:18Z,186,0,75,17
1001
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1002
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1003
  CC-MAIN-2026-08,2581,19471,2567634976,95674819,29606440,2026-03-13T15:26:19Z,441,0,39,19
1004
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1005
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1006
  CC-MAIN-2026-08,2584,19484,2553112375,97091387,30756815,2026-03-13T16:21:41Z,1206,0,56,11
1007
  CC-MAIN-2026-08,2614,19566,2581388744,91738092,29557124,2026-03-13T17:13:26Z,207,0,47,15
1008
  CC-MAIN-2026-08,2615,19805,2626737496,95131439,30207314,2026-03-13T17:17:25Z,208,0,34,54
1009
  CC-MAIN-2026-08,2616,19500,2582825107,93822871,29979582,2026-03-13T17:21:11Z,171,0,52,26
1010
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1011
  CC-MAIN-2026-08,2618,19702,2613908912,93494230,29813201,2026-03-13T17:29:30Z,249,0,24,15
1012
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1013
  CC-MAIN-2026-08,2802,19377,2552826046,96926255,30379332,2026-03-13T12:44:04Z,402,0,56,0
1014
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1015
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1016
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1017
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1018
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1019
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1020
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1021
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1022
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1023
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1024
  CC-MAIN-2026-08,2820,19719,2635826941,96710130,29727441,2026-03-13T15:08:51Z,248,0,45,9
1025
  CC-MAIN-2026-08,2821,19725,2635619645,94485743,29377814,2026-03-13T15:21:56Z,448,0,68,4
1026
  CC-MAIN-2026-08,2823,19503,2580429353,97193705,30608986,2026-03-13T15:37:00Z,534,0,96,13
1027
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1028
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1029
  CC-MAIN-2026-08,2826,19519,2588031935,96747984,30634522,2026-03-13T16:00:26Z,393,0,80,23
1030
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1031
  CC-MAIN-2026-08,2828,19552,2560245417,89820454,28768898,2026-03-13T16:12:41Z,193,0,39,11
1032
  CC-MAIN-2026-08,2829,19457,2574659951,95090234,29784169,2026-03-13T16:20:57Z,386,0,98,23
1033
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1034
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1035
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1036
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1037
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1038
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1039
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1040
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1041
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1042
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1043
  CC-MAIN-2026-08,3061,19569,2575968033,93885820,29632091,2026-03-13T13:04:10Z,302,0,24,0
1044
  CC-MAIN-2026-08,3062,19569,2609220759,91780126,28837236,2026-03-13T13:08:05Z,207,0,27,0
1045
  CC-MAIN-2026-08,3063,19459,2576214110,96225415,31009552,2026-03-13T13:11:51Z,184,0,40,0
@@ -1054,14 +1052,14 @@ CC-MAIN-2026-08,3081,19402,2618475303,94037032,28941954,2026-03-13T14:53:30Z,450
1054
  CC-MAIN-2026-08,3082,19480,2614688097,92409735,29723123,2026-03-13T15:09:35Z,298,0,23,37
1055
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1056
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1057
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1058
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1059
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1060
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1061
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1062
  CC-MAIN-2026-08,3090,19725,2644246878,95325452,30136348,2026-03-13T16:20:26Z,590,0,98,23
1063
  CC-MAIN-2026-08,3091,19396,2586632962,92038056,29116167,2026-03-13T16:23:56Z,172,0,32,23
1064
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1065
  CC-MAIN-2026-08,3120,19534,2574176327,90852771,28995496,2026-03-13T17:23:40Z,448,0,45,26
1066
  CC-MAIN-2026-08,3121,19444,2605073292,97273749,30909508,2026-03-13T17:29:02Z,269,0,48,24
1067
  CC-MAIN-2026-08,3122,19568,2595613545,93965912,30116682,2026-03-13T17:34:17Z,249,0,61,30
@@ -1076,15 +1074,15 @@ CC-MAIN-2026-08,5003,19380,2604407421,95154360,29454086,2026-03-14T01:06:34Z,517
1076
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1077
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1078
  CC-MAIN-2026-08,5006,19606,2574709229,96080368,30035591,2026-03-14T01:06:34Z,457,0,188,18
1079
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1080
  CC-MAIN-2026-08,5008,19471,2572072792,92805689,29450373,2026-03-14T01:27:42Z,148,0,25,25
1081
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1082
  CC-MAIN-2026-08,5243,19893,2626328731,92220655,29208053,2026-03-14T01:06:34Z,191,0,29,18
1083
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1084
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1085
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1086
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1087
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1088
  CC-MAIN-2026-08,5249,19420,2566511746,94644711,29408770,2026-03-14T01:23:27Z,196,0,21,4
1089
  CC-MAIN-2026-08,5250,19891,2621100177,96578638,30459416,2026-03-13T17:51:21Z,437,0,107,0
1090
  CC-MAIN-2026-08,5251,19540,2557669620,99492637,30359856,2026-03-14T01:06:34Z,887,0,162,18
@@ -1095,13 +1093,14 @@ CC-MAIN-2026-08,5255,19285,2572422227,91791545,28879823,2026-03-14T01:06:34Z,451
1095
  CC-MAIN-2026-08,5256,19440,2555887266,92262374,29787202,2026-03-14T01:06:34Z,486,0,173,18
1096
  CC-MAIN-2026-08,5257,19490,2566075872,93689191,29389402,2026-03-14T01:27:12Z,123,0,41,11
1097
  CC-MAIN-2026-08,5258,19414,2528253171,96915085,30442011,2026-03-14T01:30:27Z,143,0,49,15
 
1098
  CC-MAIN-2026-08,5492,19488,2577487663,95676086,30636918,2026-03-14T01:06:35Z,267,0,18,18
1099
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1100
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1101
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1102
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1103
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1104
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1105
  CC-MAIN-2026-08,5499,19451,2566393309,92856193,29079501,2026-03-14T01:23:27Z,189,0,20,4
1106
  CC-MAIN-2026-08,5500,19800,2682352421,95128951,30334569,2026-03-13T17:51:21Z,542,0,48,0
1107
  CC-MAIN-2026-08,5501,19515,2567473595,92752639,29553767,2026-03-14T01:06:35Z,749,0,174,18
@@ -1117,15 +1116,17 @@ CC-MAIN-2026-08,5753,19424,2606276442,94704920,30289002,2026-03-14T01:06:35Z,525
1117
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1118
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1119
  CC-MAIN-2026-08,5756,19278,2562172098,93235438,30104889,2026-03-14T01:06:35Z,463,0,76,18
1120
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1121
  CC-MAIN-2026-08,5992,19427,2553319561,93689821,30257425,2026-03-14T01:06:35Z,197,0,31,18
1122
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1123
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1124
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1125
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1126
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1127
  CC-MAIN-2026-08,5998,19478,2560455167,96146068,30542129,2026-03-14T01:22:42Z,127,0,82,15
1128
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1129
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1130
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1131
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149
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165
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193
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194
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195
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265
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268
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270
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285
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287
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334
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343
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344
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345
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425
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430
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432
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452
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455
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463
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464
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474
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475
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476
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477
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478
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479
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480
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484
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485
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486
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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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613
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614
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615
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616
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617
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618
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619
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624
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631
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688
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709
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714
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717
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718
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719
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720
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721
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722
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723
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724
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725
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726
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727
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728
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729
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730
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731
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732
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733
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734
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735
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736
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746
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747
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748
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749
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750
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751
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752
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753
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754
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800
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801
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802
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803
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804
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807
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809
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810
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816
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817
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818
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819
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820
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821
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822
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823
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824
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825
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826
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827
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828
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829
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830
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831
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832
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833
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834
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835
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836
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837
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838
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839
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840
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841
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842
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843
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844
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845
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846
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856
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857
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858
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859
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860
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861
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862
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863
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864
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865
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866
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867
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868
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869
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870
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871
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872
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873
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888
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889
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890
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891
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892
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893
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894
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916
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917
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918
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919
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920
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921
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922
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923
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924
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925
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926
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927
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928
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929
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930
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931
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932
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933
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934
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935
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936
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937
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938
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939
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940
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941
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942
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943
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944
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945
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946
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947
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948
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949
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950
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951
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952
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953
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954
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955
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956
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957
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958
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959
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960
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961
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962
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963
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964
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965
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966
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967
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968
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969
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970
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971
  CC-MAIN-2026-08,2315,19225,2557546115,92263648,29084240,2026-03-13T13:18:44Z,119,0,26,4
972
  CC-MAIN-2026-08,2316,19610,2608791903,97720683,31781755,2026-03-13T13:21:46Z,157,0,24,4
973
  CC-MAIN-2026-08,2317,19472,2585562726,93830630,29466062,2026-03-13T13:24:55Z,162,0,26,4
 
996
  CC-MAIN-2026-08,2576,19275,2584928450,94379598,29817217,2026-03-13T14:47:31Z,479,0,76,0
997
  CC-MAIN-2026-08,2577,19462,2557070263,93094054,29372008,2026-03-13T14:58:29Z,606,0,51,0
998
  CC-MAIN-2026-08,2578,15247,1920720864,76356451,23862960,2026-03-13T15:08:18Z,186,0,75,17
999
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1000
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1001
  CC-MAIN-2026-08,2581,19471,2567634976,95674819,29606440,2026-03-13T15:26:19Z,441,0,39,19
1002
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1003
  CC-MAIN-2026-08,2583,19288,2578146937,96424818,29805976,2026-03-13T16:00:54Z,1319,0,71,13
1004
  CC-MAIN-2026-08,2584,19484,2553112375,97091387,30756815,2026-03-13T16:21:41Z,1206,0,56,11
1005
  CC-MAIN-2026-08,2614,19566,2581388744,91738092,29557124,2026-03-13T17:13:26Z,207,0,47,15
1006
  CC-MAIN-2026-08,2615,19805,2626737496,95131439,30207314,2026-03-13T17:17:25Z,208,0,34,54
1007
  CC-MAIN-2026-08,2616,19500,2582825107,93822871,29979582,2026-03-13T17:21:11Z,171,0,52,26
1008
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1009
  CC-MAIN-2026-08,2618,19702,2613908912,93494230,29813201,2026-03-13T17:29:30Z,249,0,24,15
1010
  CC-MAIN-2026-08,2801,19800,2573332995,93935647,29781057,2026-03-13T12:36:24Z,480,0,24,0
1011
  CC-MAIN-2026-08,2802,19377,2552826046,96926255,30379332,2026-03-13T12:44:04Z,402,0,56,0
1012
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1013
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1014
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1015
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1016
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1017
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1018
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1019
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1020
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1021
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1022
  CC-MAIN-2026-08,2820,19719,2635826941,96710130,29727441,2026-03-13T15:08:51Z,248,0,45,9
1023
  CC-MAIN-2026-08,2821,19725,2635619645,94485743,29377814,2026-03-13T15:21:56Z,448,0,68,4
1024
  CC-MAIN-2026-08,2823,19503,2580429353,97193705,30608986,2026-03-13T15:37:00Z,534,0,96,13
1025
+ CC-MAIN-2026-08,2824,19187,2537556792,92083965,29727470,2026-03-13T15:46:33Z,498,0,62,0
1026
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1027
  CC-MAIN-2026-08,2826,19519,2588031935,96747984,30634522,2026-03-13T16:00:26Z,393,0,80,23
1028
+ CC-MAIN-2026-08,2827,19399,2545980437,91425550,29777608,2026-03-13T16:08:56Z,467,0,35,0
1029
  CC-MAIN-2026-08,2828,19552,2560245417,89820454,28768898,2026-03-13T16:12:41Z,193,0,39,11
1030
  CC-MAIN-2026-08,2829,19457,2574659951,95090234,29784169,2026-03-13T16:20:57Z,386,0,98,23
1031
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1032
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1033
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1034
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1035
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1036
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1037
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1038
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1039
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1040
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1041
  CC-MAIN-2026-08,3061,19569,2575968033,93885820,29632091,2026-03-13T13:04:10Z,302,0,24,0
1042
  CC-MAIN-2026-08,3062,19569,2609220759,91780126,28837236,2026-03-13T13:08:05Z,207,0,27,0
1043
  CC-MAIN-2026-08,3063,19459,2576214110,96225415,31009552,2026-03-13T13:11:51Z,184,0,40,0
 
1052
  CC-MAIN-2026-08,3082,19480,2614688097,92409735,29723123,2026-03-13T15:09:35Z,298,0,23,37
1053
  CC-MAIN-2026-08,3083,19720,2623782063,92794341,29094202,2026-03-13T15:21:56Z,433,0,53,4
1054
  CC-MAIN-2026-08,3084,19350,2574789114,95945365,30315303,2026-03-13T15:26:19Z,478,0,54,19
1055
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1056
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1057
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1058
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1059
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1060
  CC-MAIN-2026-08,3090,19725,2644246878,95325452,30136348,2026-03-13T16:20:26Z,590,0,98,23
1061
  CC-MAIN-2026-08,3091,19396,2586632962,92038056,29116167,2026-03-13T16:23:56Z,172,0,32,23
1062
+ CC-MAIN-2026-08,3119,19460,2584493930,93876776,31478880,2026-03-13T17:15:26Z,454,0,25,0
1063
  CC-MAIN-2026-08,3120,19534,2574176327,90852771,28995496,2026-03-13T17:23:40Z,448,0,45,26
1064
  CC-MAIN-2026-08,3121,19444,2605073292,97273749,30909508,2026-03-13T17:29:02Z,269,0,48,24
1065
  CC-MAIN-2026-08,3122,19568,2595613545,93965912,30116682,2026-03-13T17:34:17Z,249,0,61,30
 
1074
  CC-MAIN-2026-08,5004,19679,2619531438,98103827,30364230,2026-03-14T01:06:34Z,517,0,191,18
1075
  CC-MAIN-2026-08,5005,19388,2546902889,94077340,29041756,2026-03-14T01:06:34Z,431,0,175,18
1076
  CC-MAIN-2026-08,5006,19606,2574709229,96080368,30035591,2026-03-14T01:06:34Z,457,0,188,18
1077
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1078
  CC-MAIN-2026-08,5008,19471,2572072792,92805689,29450373,2026-03-14T01:27:42Z,148,0,25,25
1079
+ CC-MAIN-2026-08,5009,19408,2549597972,96910236,30084361,2026-03-14T01:30:57Z,166,0,29,15
1080
  CC-MAIN-2026-08,5243,19893,2626328731,92220655,29208053,2026-03-14T01:06:34Z,191,0,29,18
1081
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1082
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1083
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1084
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1085
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1086
  CC-MAIN-2026-08,5249,19420,2566511746,94644711,29408770,2026-03-14T01:23:27Z,196,0,21,4
1087
  CC-MAIN-2026-08,5250,19891,2621100177,96578638,30459416,2026-03-13T17:51:21Z,437,0,107,0
1088
  CC-MAIN-2026-08,5251,19540,2557669620,99492637,30359856,2026-03-14T01:06:34Z,887,0,162,18
 
1093
  CC-MAIN-2026-08,5256,19440,2555887266,92262374,29787202,2026-03-14T01:06:34Z,486,0,173,18
1094
  CC-MAIN-2026-08,5257,19490,2566075872,93689191,29389402,2026-03-14T01:27:12Z,123,0,41,11
1095
  CC-MAIN-2026-08,5258,19414,2528253171,96915085,30442011,2026-03-14T01:30:27Z,143,0,49,15
1096
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1097
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1098
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1099
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1100
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1101
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1102
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1103
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1104
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1105
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1106
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1116
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1117
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1118
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1119
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1120
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1121
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1122
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1123
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1124
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1125
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1126
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1127
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1128
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1129
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1130
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1131
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1132
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