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) | ~10.9 GB | ~3.7 TB | **-98.3%** vs HTML |
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| Final Parquet (Zstd level 19) | 7.4 GB | ~2.9 TB | **-32.
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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
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h
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Publish (HuggingFace) ████████████░░░░░░░░░░░░ total 4h
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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 **5,159,918 documents across 267 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 267 files of CC-MAIN-2026-08 (5,159,918 pages total), projected to the full crawl of 100,000 WARC files.
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| Stage | 267 files (measured) | 100,000 files (projected) | Reduction |
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|---|---|---|---|
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| Raw WARC (.warc.gz, downloaded) | ~216.4 GB | ~83 TB | — |
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| HTML extracted (uncompressed) | 637.7 GB | ~295 TB | — |
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| Packed markdown WARC (.md.warc.gz) | ~10.9 GB | ~3.7 TB | **-98.3%** vs HTML |
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| Final Parquet (Zstd level 19) | 7.4 GB | ~2.9 TB | **-32.2%** 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 637.7 GB of uncompressed HTML down to 23.1 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: ~216.4 GB of raw gzipped WARCs becomes **7.4 GB of Parquet** — a **96.6% total reduction** — containing 5,159,918 clean markdown documents.
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### Processing Times
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Pipeline timings across 267 shards of CC-MAIN-2026-08:
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```
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Download (raw WARC) ████████████████████████ total 8h 54m 20s avg 2m 0s
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Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 51s avg 3s
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Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 48m 12s avg 24s
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Publish (HuggingFace) ████████████░░░░░░░░░░░░ total 4h 47m 17s avg 1m 4s
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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-2026-08,703,19592,2602952509,95185029,30720858,2026-03-13T06:49:34Z,187,0,36,100
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CC-MAIN-2026-08,725,19412,2562975956,92451410,29425587,2026-03-13T10:00:42Z,119,0,37,24
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