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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### Compression Ratios
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Numbers below are actual measurements summed across all
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| Stage |
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|---|---|---|---|
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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) | ~9.
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| Final Parquet (Zstd level 19) | 6.
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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 8h
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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) █████████░░░░░░░░░░░░░░░ total 3h 13m 30s avg
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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 **4,644,112 documents across 238 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 238 files of CC-MAIN-2026-08 (4,644,112 pages total), projected to the full crawl of 100,000 WARC files.
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| Stage | 238 files (measured) | 100,000 files (projected) | Reduction |
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|---|---|---|---|
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| Raw WARC (.warc.gz, downloaded) | ~192.9 GB | ~83 TB | — |
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| HTML extracted (uncompressed) | 574.3 GB | ~295 TB | — |
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| Packed markdown WARC (.md.warc.gz) | ~9.8 GB | ~3.7 TB | **-98.3%** vs HTML |
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| Final Parquet (Zstd level 19) | 6.6 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 574.3 GB of uncompressed HTML down to 20.8 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: ~192.9 GB of raw gzipped WARCs becomes **6.6 GB of Parquet** — a **96.6% total reduction** — containing 4,644,112 clean markdown documents.
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### Processing Times
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Pipeline timings across 238 shards of CC-MAIN-2026-08:
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```
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Download (raw WARC) ████████████████████████ total 8h 11m 17s avg 2m 3s
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Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 4s
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 37m 56s avg 24s
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Publish (HuggingFace) █████████░░░░░░░░░░░░░░░ total 3h 13m 30s avg 48s
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```
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### Dataset Charts
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stats.csv
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@@ -94,6 +94,7 @@ CC-MAIN-2026-08,139,19606,2581944742,91062434,28387651,2026-03-13T09:46:15Z,238,
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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-2026-08,427,19459,2589539484,95470936,30123921,2026-03-13T09:50:32Z,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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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-2026-08,722,19444,2579644964,94710464,30510274,2026-03-13T09:50:34Z,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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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-2026-08,143,19295,2548611854,97120490,30570140,2026-03-13T10:00:02Z,113,0,27,0
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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-2026-08,427,19459,2589539484,95470936,30123921,2026-03-13T09:50:32Z,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-2026-08,430,19562,2589628098,94171334,29515204,2026-03-13T10:01:57Z,160,0,39,0
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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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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-2026-08,722,19444,2579644964,94710464,30510274,2026-03-13T09:50:34Z,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-2026-08,725,19412,2562975956,92451410,29425587,2026-03-13T10:00:42Z,119,0,37,0
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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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