Publish data/CC-MAIN-2026-08/00000.parquet
Browse files
README.md
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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 **4,
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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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"warc_refers_to": "<urn:uuid:f9e8d7c6-b5a4-3210-fedc-ba0987654321>",
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"html_length": 48210,
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"markdown_length": 3847,
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"warc_headers_json": "{\"Content-Length\": \"3847\", ...}",
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"markdown": "# Interesting Topic\n\nThis is the main content of the page..."
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}
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```
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| `url` | string | Original URL of the crawled page |
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| `host` | string | Lowercase hostname extracted from the URL |
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| `crawl_date` | string | RFC 3339 timestamp from the WARC record |
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| `warc_record_id` | string | Full WARC-Record-ID of
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| `warc_refers_to` | string | WARC-Record-ID of the original HTTP response this was converted from |
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| `html_length` | int64 | Byte length of the original HTML body before conversion |
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| `markdown_length` | int64 | Byte length of the converted markdown body |
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| `warc_headers_json` | string | All WARC headers as a sorted-key JSON object — full provenance in one column |
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| `markdown` | string | Clean markdown content extracted from the page |
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### Data Splits
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### Compression Ratios
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Numbers below are actual measurements summed across all
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| Stage |
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| Raw WARC (.warc.gz, downloaded) | ~
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| HTML extracted (uncompressed) |
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| Packed markdown WARC (.md.warc.gz) | ~
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| Final Parquet (Zstd level 19) |
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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
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End to end: ~
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### Processing Times
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Pipeline timings across
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```
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Download (raw WARC) ████████████████████████ total
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Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 4s
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h
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Publish (HuggingFace) █████████
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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.
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The dataset currently includes crawl **CC-MAIN-2026-08** with **4,585,843 documents across 235 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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"warc_refers_to": "<urn:uuid:f9e8d7c6-b5a4-3210-fedc-ba0987654321>",
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"html_length": 48210,
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"markdown_length": 3847,
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"markdown": "# Interesting Topic\n\nThis is the main content of the page..."
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}
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```
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| `url` | string | Original URL of the crawled page |
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| `host` | string | Lowercase hostname extracted from the URL |
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| `crawl_date` | string | RFC 3339 timestamp from the WARC record |
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| `warc_record_id` | string | Full WARC-Record-ID of this conversion record (`<urn:uuid:...>`) |
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| `warc_refers_to` | string | WARC-Record-ID of the original HTTP response this was converted from |
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| `html_length` | int64 | Byte length of the original HTML body before conversion |
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| `markdown_length` | int64 | Byte length of the converted markdown body |
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| `markdown` | string | Clean markdown content extracted from the page |
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### Data Splits
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### Compression Ratios
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Numbers below are actual measurements summed across all 235 files of CC-MAIN-2026-08 (4,585,843 pages total), projected to the full crawl of 100,000 WARC files.
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| Stage | 235 files (measured) | 100,000 files (projected) | Reduction |
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|---|---|---|---|
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| Raw WARC (.warc.gz, downloaded) | ~190.5 GB | ~83 TB | — |
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| HTML extracted (uncompressed) | 567.1 GB | ~295 TB | — |
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| Packed markdown WARC (.md.warc.gz) | ~9.6 GB | ~3.7 TB | **-98.3%** vs HTML |
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| Final Parquet (Zstd level 19) | 6.5 GB | ~2.9 TB | **-32.1%** 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 567.1 GB of uncompressed HTML down to 20.5 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 68.1%.
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End to end: ~190.5 GB of raw gzipped WARCs becomes **6.5 GB of Parquet** — a **96.6% total reduction** — containing 4,585,843 clean markdown documents.
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### Processing Times
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Pipeline timings across 235 shards of CC-MAIN-2026-08:
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```
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Download (raw WARC) ████████████████████████ total 8h 4m 45s avg 2m 3s
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Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 4s
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 36m 13s avg 24s
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Publish (HuggingFace) █████████░░░░░░░░░░░░░░░ total 3h 13m 30s avg 49s
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```
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### Dataset Charts
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stats.csv
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CC-MAIN-2026-08,45,19591,2583724703,93824689,30465272,2026-03-13T07:13:09Z,175,0,32,36
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CC-MAIN-2026-08,46,19497,2587172839,93962075,30171609,2026-03-13T07:16:54Z,156,0,24,42
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CC-MAIN-2026-08,47,19360,2607142769,94572800,30141571,2026-03-13T07:24:07Z,375,0,31,25
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CC-MAIN-2026-08,101,19267,2514449658,96925434,30875010,2026-03-13T06:40:05Z,179,0,50,81
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CC-MAIN-2026-08,102,19438,2568537422,97402434,31137610,2026-03-13T06:42:52Z,93,0,20,52
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CC-MAIN-2026-08,103,19511,2593312947,96164480,30296223,2026-03-13T06:47:48Z,187,0,46,61
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CC-MAIN-2026-08,136,19552,2595912844,95177261,29172272,2026-03-13T08:42:15Z,127,0,21,56
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CC-MAIN-2026-08,137,19287,2553682945,95902211,29221147,2026-03-13T08:43:59Z,77,0,18,6
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CC-MAIN-2026-08,138,19484,2561985017,91643960,29903683,2026-03-13T08:48:08Z,98,0,19,129
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CC-MAIN-2026-08,251,19610,2594898345,97558492,31917087,2026-03-13T06:42:12Z,277,0,23,136
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CC-MAIN-2026-08,252,19240,2525928701,98163046,31104034,2026-03-13T06:47:10Z,238,0,49,10
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CC-MAIN-2026-08,253,19312,2557230855,96017199,30399966,2026-03-13T06:51:42Z,130,0,23,117
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CC-MAIN-2026-08,287,19554,2584064050,99218907,31127830,2026-03-13T08:43:14Z,116,0,22,106
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CC-MAIN-2026-08,288,19531,2578268862,96281595,30566419,2026-03-13T08:46:57Z,92,0,26,103
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CC-MAIN-2026-08,289,19470,2566814697,92315753,29674457,2026-03-13T08:48:43Z,79,0,19,7
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CC-MAIN-2026-08,290,19333,2552308644,90326736,28308814,2026-03-13T08:
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CC-MAIN-2026-08,401,19517,2605589961,95609438,30404753,2026-03-13T06:41:08Z,218,0,47,107
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CC-MAIN-2026-08,402,19446,2552785517,96654791,30588984,2026-03-13T06:43:58Z,98,0,26,44
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CC-MAIN-2026-08,403,19320,2579048144,91406292,29375992,2026-03-13T06:49:29Z,198,0,33,98
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CC-MAIN-2026-08,422,19427,2555156689,91998757,28929921,2026-03-13T08:35:01Z,110,0,22,7
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CC-MAIN-2026-08,423,19529,2593089061,91877466,30698634,2026-03-13T08:37:01Z,85,0,20,12
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CC-MAIN-2026-08,424,19493,2582889122,97164973,30896366,2026-03-13T08:40:17Z,99,0,21,73
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CC-MAIN-2026-08,551,19551,2609034951,89980913,29167227,2026-03-13T06:42:51Z,280,0,20,176
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CC-MAIN-2026-08,552,19402,2594817630,94092761,30309254,2026-03-13T06:48:30Z,211,0,46,80
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CC-MAIN-2026-08,553,19856,2617133708,99106486,30365588,2026-03-13T06:52:51Z,116,0,23,120
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CC-MAIN-2026-08,554,19174,2544960299,93233234,29023716,2026-03-13T06:59:35Z,239,0,83,80
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CC-MAIN-2026-08,555,19447,2566133601,94335404,29912402,2026-03-13T07:03:14Z,125,0,21,71
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CC-MAIN-2026-08,556,19243,2571208657,93393493,29392798,2026-03-13T07:08:18Z,203,0,30,70
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CC-MAIN-2026-08,701,19412,2563976599,92296196,29384755,2026-03-13T06:41:28Z,272,0,22,99
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CC-MAIN-2026-08,702,19449,2572639558,92293569,29721653,2026-03-13T06:44:08Z,113,0,20,24
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CC-MAIN-2026-08,703,19592,2602952509,95185029,30720858,2026-03-13T06:49:34Z,187,0,36,100
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CC-MAIN-2026-08,718,19595,2583045607,94790124,30279291,2026-03-13T07:52:09Z,131,0,28,39
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CC-MAIN-2026-08,719,19572,2625852803,96279252,30376974,2026-03-13T07:54:11Z,86,0,22,13
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CC-MAIN-2026-08,720,19102,2510122806,90026849,28988668,2026-03-13T07:58:08Z,120,0,31,84
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CC-MAIN-2026-08,851,19575,2612873485,97000364,30911294,2026-03-13T06:41:39Z,163,0,37,204
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CC-MAIN-2026-08,852,19334,2546015208,94959847,30205044,2026-03-13T06:45:52Z,183,0,57,11
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CC-MAIN-2026-08,853,19694,2567973975,95901932,30303494,2026-03-13T06:50:12Z,150,0,28,80
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CC-MAIN-2026-08,45,19591,2583724703,93824689,30465272,2026-03-13T07:13:09Z,175,0,32,36
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CC-MAIN-2026-08,46,19497,2587172839,93962075,30171609,2026-03-13T07:16:54Z,156,0,24,42
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CC-MAIN-2026-08,47,19360,2607142769,94572800,30141571,2026-03-13T07:24:07Z,375,0,31,25
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CC-MAIN-2026-08,48,19446,2550413995,94532267,30523721,2026-03-13T09:46:09Z,230,0,24,0
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CC-MAIN-2026-08,49,19306,2588072529,94515530,29853644,2026-03-13T09:48:51Z,139,0,22,0
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CC-MAIN-2026-08,50,19627,2609847755,95762688,30233987,2026-03-13T09:51:37Z,143,0,22,0
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CC-MAIN-2026-08,51,19297,2556393249,92698482,30113318,2026-03-13T09:54:53Z,172,0,22,0
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CC-MAIN-2026-08,52,19607,2601151988,92878787,30267347,2026-03-13T09:58:53Z,216,0,22,0
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CC-MAIN-2026-08,101,19267,2514449658,96925434,30875010,2026-03-13T06:40:05Z,179,0,50,81
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CC-MAIN-2026-08,102,19438,2568537422,97402434,31137610,2026-03-13T06:42:52Z,93,0,20,52
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CC-MAIN-2026-08,103,19511,2593312947,96164480,30296223,2026-03-13T06:47:48Z,187,0,46,61
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CC-MAIN-2026-08,136,19552,2595912844,95177261,29172272,2026-03-13T08:42:15Z,127,0,21,56
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CC-MAIN-2026-08,137,19287,2553682945,95902211,29221147,2026-03-13T08:43:59Z,77,0,18,6
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CC-MAIN-2026-08,138,19484,2561985017,91643960,29903683,2026-03-13T08:48:08Z,98,0,19,129
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CC-MAIN-2026-08,139,19606,2581944742,91062434,28387651,2026-03-13T09:46:15Z,238,0,22,0
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CC-MAIN-2026-08,140,19192,2539419769,94403537,30086222,2026-03-13T09:50:30Z,230,0,23,0
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CC-MAIN-2026-08,141,19444,2573937003,90095043,29226257,2026-03-13T09:54:28Z,194,0,43,0
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CC-MAIN-2026-08,142,19571,2560678449,92663548,29543148,2026-03-13T09:57:40Z,151,0,40,0
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CC-MAIN-2026-08,251,19610,2594898345,97558492,31917087,2026-03-13T06:42:12Z,277,0,23,136
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CC-MAIN-2026-08,252,19240,2525928701,98163046,31104034,2026-03-13T06:47:10Z,238,0,49,10
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CC-MAIN-2026-08,253,19312,2557230855,96017199,30399966,2026-03-13T06:51:42Z,130,0,23,117
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CC-MAIN-2026-08,287,19554,2584064050,99218907,31127830,2026-03-13T08:43:14Z,116,0,22,106
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CC-MAIN-2026-08,288,19531,2578268862,96281595,30566419,2026-03-13T08:46:57Z,92,0,26,103
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CC-MAIN-2026-08,289,19470,2566814697,92315753,29674457,2026-03-13T08:48:43Z,79,0,19,7
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CC-MAIN-2026-08,290,19333,2552308644,90326736,28308814,2026-03-13T08:51:49Z,71,0,18,95
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CC-MAIN-2026-08,291,19721,2581488854,98585156,31036664,2026-03-13T08:53:20Z,70,0,20,0
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CC-MAIN-2026-08,401,19517,2605589961,95609438,30404753,2026-03-13T06:41:08Z,218,0,47,107
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CC-MAIN-2026-08,402,19446,2552785517,96654791,30588984,2026-03-13T06:43:58Z,98,0,26,44
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CC-MAIN-2026-08,403,19320,2579048144,91406292,29375992,2026-03-13T06:49:29Z,198,0,33,98
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CC-MAIN-2026-08,422,19427,2555156689,91998757,28929921,2026-03-13T08:35:01Z,110,0,22,7
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CC-MAIN-2026-08,423,19529,2593089061,91877466,30698634,2026-03-13T08:37:01Z,85,0,20,12
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CC-MAIN-2026-08,424,19493,2582889122,97164973,30896366,2026-03-13T08:40:17Z,99,0,21,73
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CC-MAIN-2026-08,425,19407,2554177884,94629300,29451181,2026-03-13T09:44:39Z,129,0,35,0
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CC-MAIN-2026-08,426,19361,2596094056,94590616,30340134,2026-03-13T09:47:10Z,127,0,22,0
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CC-MAIN-2026-08,427,19459,2589539484,95470936,30123921,2026-03-13T09:50:32Z,175,0,25,0
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CC-MAIN-2026-08,428,19661,2602153067,94878072,30397597,2026-03-13T09:54:35Z,207,0,35,0
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CC-MAIN-2026-08,429,19546,2571303178,99912577,31544804,2026-03-13T09:58:37Z,206,0,33,0
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CC-MAIN-2026-08,551,19551,2609034951,89980913,29167227,2026-03-13T06:42:51Z,280,0,20,176
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| 168 |
CC-MAIN-2026-08,552,19402,2594817630,94092761,30309254,2026-03-13T06:48:30Z,211,0,46,80
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CC-MAIN-2026-08,553,19856,2617133708,99106486,30365588,2026-03-13T06:52:51Z,116,0,23,120
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CC-MAIN-2026-08,554,19174,2544960299,93233234,29023716,2026-03-13T06:59:35Z,239,0,83,80
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CC-MAIN-2026-08,555,19447,2566133601,94335404,29912402,2026-03-13T07:03:14Z,125,0,21,71
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CC-MAIN-2026-08,556,19243,2571208657,93393493,29392798,2026-03-13T07:08:18Z,203,0,30,70
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CC-MAIN-2026-08,557,19353,2578133631,93960216,30599559,2026-03-13T09:46:15Z,237,0,24,0
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CC-MAIN-2026-08,558,19431,2534104616,94602813,31020132,2026-03-13T09:49:27Z,147,0,43,0
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CC-MAIN-2026-08,559,19421,2529115123,92664666,29822642,2026-03-13T09:51:49Z,121,0,20,0
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CC-MAIN-2026-08,560,19245,2526080415,92097391,28978710,2026-03-13T09:55:02Z,172,0,19,0
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CC-MAIN-2026-08,561,19597,2583291759,94250807,30076803,2026-03-13T09:58:48Z,204,0,21,0
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CC-MAIN-2026-08,701,19412,2563976599,92296196,29384755,2026-03-13T06:41:28Z,272,0,22,99
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CC-MAIN-2026-08,702,19449,2572639558,92293569,29721653,2026-03-13T06:44:08Z,113,0,20,24
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CC-MAIN-2026-08,703,19592,2602952509,95185029,30720858,2026-03-13T06:49:34Z,187,0,36,100
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CC-MAIN-2026-08,718,19595,2583045607,94790124,30279291,2026-03-13T07:52:09Z,131,0,28,39
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CC-MAIN-2026-08,719,19572,2625852803,96279252,30376974,2026-03-13T07:54:11Z,86,0,22,13
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CC-MAIN-2026-08,720,19102,2510122806,90026849,28988668,2026-03-13T07:58:08Z,120,0,31,84
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CC-MAIN-2026-08,721,19416,2596451111,95166686,30334060,2026-03-13T09:46:30Z,250,0,25,0
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CC-MAIN-2026-08,722,19444,2579644964,94710464,30510274,2026-03-13T09:50:34Z,219,0,24,0
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CC-MAIN-2026-08,723,19590,2541660499,94658665,29842729,2026-03-13T09:54:30Z,193,0,41,0
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CC-MAIN-2026-08,724,19690,2605884803,94926082,30424696,2026-03-13T09:58:05Z,164,0,49,0
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CC-MAIN-2026-08,851,19575,2612873485,97000364,30911294,2026-03-13T06:41:39Z,163,0,37,204
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CC-MAIN-2026-08,852,19334,2546015208,94959847,30205044,2026-03-13T06:45:52Z,183,0,57,11
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CC-MAIN-2026-08,853,19694,2567973975,95901932,30303494,2026-03-13T06:50:12Z,150,0,28,80
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