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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:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
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 Community
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Commit
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1 Parent(s): 441b046

Publish 47 shards CC-MAIN-2026-08/00203–01293

Browse files
Files changed (49) hide show
  1. README.md +14 -14
  2. data/CC-MAIN-2026-08/00203.parquet +3 -0
  3. data/CC-MAIN-2026-08/00204.parquet +3 -0
  4. data/CC-MAIN-2026-08/00205.parquet +3 -0
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  49. stats.csv +49 -0
README.md CHANGED
@@ -32,7 +32,7 @@ configs:
32
 
33
  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 **19,171,696 documents across 990 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
 
@@ -164,28 +164,28 @@ Empty conversions (pages where trafilatura could not extract meaningful content)
164
 
165
  ### Compression Ratios
166
 
167
- Numbers below are actual measurements summed across all 990 files of CC-MAIN-2026-08 (19,171,696 pages total), projected to the full crawl of 100,000 WARC files.
168
 
169
- | Stage | 990 files (measured) | 100,000 files (projected) | Reduction |
170
  |---|---|---|---|
171
- | Raw WARC (.warc.gz, downloaded) | ~802.4 GB | ~83 TB | — |
172
- | HTML extracted (uncompressed) | 2.3 TB | ~295 TB | — |
173
- | Packed markdown WARC (.md.warc.gz) | ~40.6 GB | ~3.7 TB | **-98.3%** vs HTML |
174
- | Final Parquet (Zstd level 19) | 27.5 GB | ~2.9 TB | **-32.4%** vs packed WARC |
175
 
176
- The big win is the HTML → Markdown step: trafilatura strips all tags, scripts, styles, navigation, and ads, keeping only the main content. This cuts 2.3 TB of uncompressed HTML down to 86.5 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%.
177
 
178
- End to end: ~802.4 GB of raw gzipped WARCs becomes **27.5 GB of Parquet** — a **96.6% total reduction** — containing 19,171,696 clean markdown documents.
179
 
180
  ### Processing Times
181
 
182
- Pipeline timings across 990 shards of CC-MAIN-2026-08:
183
 
184
  ```
185
- Download (raw WARC) ████████████████████████ total 68h 53m 7s avg 4m 10s
186
- Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 5h 23m 35s avg 19s
187
- Export (Parquet) █████░░░░░░░░░░░░░░░░░░░ total 16h 25m 29s avg 59s
188
- Publish (HuggingFace) ██░░░░░░░░░░░░░░░░░░░░░░ total 7h 1m 13s avg 25s
189
  ```
190
 
191
  ### Dataset Charts
 
32
 
33
  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 **20,106,033 documents across 1039 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 1039 files of CC-MAIN-2026-08 (20,106,033 pages total), projected to the full crawl of 100,000 WARC files.
168
 
169
+ | Stage | 1039 files (measured) | 100,000 files (projected) | Reduction |
170
  |---|---|---|---|
171
+ | Raw WARC (.warc.gz, downloaded) | ~842.2 GB | ~83 TB | — |
172
+ | HTML extracted (uncompressed) | 2.4 TB | ~295 TB | — |
173
+ | Packed markdown WARC (.md.warc.gz) | ~42.6 GB | ~3.7 TB | **-98.3%** vs HTML |
174
+ | Final Parquet (Zstd level 19) | 28.8 GB | ~2.9 TB | **-32.4%** vs packed WARC |
175
 
176
+ The big win is the HTML → Markdown step: trafilatura strips all tags, scripts, styles, navigation, and ads, keeping only the main content. This cuts 2.4 TB of uncompressed HTML down to 90.7 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%.
177
 
178
+ End to end: ~842.2 GB of raw gzipped WARCs becomes **28.8 GB of Parquet** — a **96.6% total reduction** — containing 20,106,033 clean markdown documents.
179
 
180
  ### Processing Times
181
 
182
+ Pipeline timings across 1039 shards of CC-MAIN-2026-08:
183
 
184
  ```
185
+ Download (raw WARC) ████████████████████████ total 76h 16m 35s avg 4m 24s
186
+ Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 5h 55m 4s avg 20s
187
+ Export (Parquet) █████░░░░░░░░░░░░░░░░░░░ total 18h 16m 7s avg 1m 3s
188
+ Publish (HuggingFace) ██░░░░░░░░░░░░░░░░░░░░░░ total 7h 1m 13s avg 24s
189
  ```
190
 
191
  ### Dataset Charts
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