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 **5,
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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) | ~10.
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| Final Parquet (Zstd level 19) | 7.
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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 9h
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Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 3s
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h
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Publish (HuggingFace) ████████████░░░░░░░░░░░░ total 4h 35m 31s avg 1m
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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 **5,090,637 documents across 261 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 261 files of CC-MAIN-2026-08 (5,090,637 pages total), projected to the full crawl of 100,000 WARC files.
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| Stage | 261 files (measured) | 100,000 files (projected) | Reduction |
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|---|---|---|---|
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| Raw WARC (.warc.gz, downloaded) | ~211.6 GB | ~83 TB | — |
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| HTML extracted (uncompressed) | 629.3 GB | ~295 TB | — |
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| Packed markdown WARC (.md.warc.gz) | ~10.7 GB | ~3.7 TB | **-98.3%** vs HTML |
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| Final Parquet (Zstd level 19) | 7.3 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 629.3 GB of uncompressed HTML down to 22.8 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: ~211.6 GB of raw gzipped WARCs becomes **7.3 GB of Parquet** — a **96.6% total reduction** — containing 5,090,637 clean markdown documents.
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### Processing Times
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Pipeline timings across 261 shards of CC-MAIN-2026-08:
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```
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Download (raw WARC) ████████████████████████ total 9h 8m 57s avg 2m 6s
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Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 3s
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 49m 8s avg 25s
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Publish (HuggingFace) ████████████░░░░░░░░░░░░ total 4h 35m 31s avg 1m 3s
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```
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### Dataset Charts
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stats.csv
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CC-MAIN-2026-08,145,19411,2578264098,98409544,31288259,2026-03-13T10:05:35Z,105,0,27,0
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CC-MAIN-2026-08,146,19315,2510247125,93773926,29238318,2026-03-13T10:08:59Z,177,0,25,0
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CC-MAIN-2026-08,147,19186,2543360279,93393458,29762722,2026-03-13T10:13:00Z,200,0,40,0
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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-2026-08,727,19515,2591155330,96253967,30239842,2026-03-13T10:06:23Z,100,0,34,0
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CC-MAIN-2026-08,728,19540,2593341974,93848018,30167216,2026-03-13T10:09:28Z,154,0,29,0
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CC-MAIN-2026-08,729,19486,2582307405,94911288,30121176,2026-03-13T10:13:30Z,209,0,31,0
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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-2026-08,885,19529,2585227509,96533946,30604115,2026-03-13T10:05:08Z,111,0,22,4766
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CC-MAIN-2026-08,886,19392,2590108194,93901267,29711500,2026-03-13T10:09:00Z,142,0,22,66
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CC-MAIN-2026-08,887,19413,2546371491,94095379,29912843,2026-03-13T10:13:13Z,139,0,23,89
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CC-MAIN-2026-08,145,19411,2578264098,98409544,31288259,2026-03-13T10:05:35Z,105,0,27,0
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CC-MAIN-2026-08,146,19315,2510247125,93773926,29238318,2026-03-13T10:08:59Z,177,0,25,0
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CC-MAIN-2026-08,147,19186,2543360279,93393458,29762722,2026-03-13T10:13:00Z,200,0,40,0
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CC-MAIN-2026-08,148,19552,2560436014,92340180,29533467,2026-03-13T10:15:33Z,121,0,31,0
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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-2026-08,727,19515,2591155330,96253967,30239842,2026-03-13T10:06:23Z,100,0,34,0
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CC-MAIN-2026-08,728,19540,2593341974,93848018,30167216,2026-03-13T10:09:28Z,154,0,29,0
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CC-MAIN-2026-08,729,19486,2582307405,94911288,30121176,2026-03-13T10:13:30Z,209,0,31,0
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CC-MAIN-2026-08,730,19683,2635693020,96060955,29873922,2026-03-13T10:16:08Z,135,0,22,0
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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-2026-08,885,19529,2585227509,96533946,30604115,2026-03-13T10:05:08Z,111,0,22,4766
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CC-MAIN-2026-08,886,19392,2590108194,93901267,29711500,2026-03-13T10:09:00Z,142,0,22,66
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CC-MAIN-2026-08,887,19413,2546371491,94095379,29912843,2026-03-13T10:13:13Z,139,0,23,89
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CC-MAIN-2026-08,888,19055,2537834456,93861442,29781404,2026-03-13T10:15:45Z,128,0,22,0
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