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Publish data/CC-MAIN-2026-08/00000.parquet

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  1. README.md +17 -17
  2. stats.csv +4 -1
README.md CHANGED
@@ -32,7 +32,7 @@ configs:
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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 **4,955,095 documents across 254 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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@@ -118,7 +118,6 @@ The following is an example row from the dataset:
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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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  ```
@@ -131,11 +130,10 @@ The following is an example row from the dataset:
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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 the 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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- | `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
@@ -166,35 +164,37 @@ Empty conversions (pages where trafilatura could not extract meaningful content)
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  ### Compression Ratios
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- Numbers below are actual measurements summed across all 254 files of CC-MAIN-2026-08 (4,955,095 pages total), projected to the full crawl of 100,000 WARC files.
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- | Stage | 254 files (measured) | 100,000 files (projected) | Reduction |
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  |---|---|---|---|
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- | Raw WARC (.warc.gz, downloaded) | ~205.9 GB | ~83 TB | — |
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- | HTML extracted (uncompressed) | 612.6 GB | ~295 TB | — |
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- | Packed markdown WARC (.md.warc.gz) | ~10.4 GB | ~3.7 TB | **-98.3%** vs HTML |
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- | Final Parquet (Zstd level 19) | 7.1 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 612.6 GB of uncompressed HTML down to 22.2 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: ~205.9 GB of raw gzipped WARCs becomes **7.1 GB of Parquet** — a **96.6% total reduction** — containing 4,955,095 clean markdown documents.
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  ### Processing Times
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- Pipeline timings across 254 shards of CC-MAIN-2026-08:
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  ```
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- Download (raw WARC) ████████████████████████ total 8h 50m 12s avg 2m 5s
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  Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 3s
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- Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 45m 50s avg 25s
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- Publish (HuggingFace) ████████████░░░░░░░░░░░░ total 4h 34m 2s avg 1m 4s
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  ```
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  ### Dataset Charts
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  ![Compression breakdown](charts/compression_pie.png)
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- ![Size per shard: HTML vs Parquet](charts/size_chart.png)
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  ![Pipeline time per shard](charts/timing_chart.png)
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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 **5,032,347 documents across 258 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.
38
 
 
118
  "warc_refers_to": "<urn:uuid:f9e8d7c6-b5a4-3210-fedc-ba0987654321>",
119
  "html_length": 48210,
120
  "markdown_length": 3847,
 
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  "markdown": "# Interesting Topic\n\nThis is the main content of the page..."
122
  }
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  ```
 
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  | `url` | string | Original URL of the crawled page |
131
  | `host` | string | Lowercase hostname extracted from the URL |
132
  | `crawl_date` | string | RFC 3339 timestamp from the WARC record |
133
+ | `warc_record_id` | string | Full WARC-Record-ID of this conversion record (`<urn:uuid:...>`) |
134
  | `warc_refers_to` | string | WARC-Record-ID of the original HTTP response this was converted from |
135
  | `html_length` | int64 | Byte length of the original HTML body before conversion |
136
  | `markdown_length` | int64 | Byte length of the converted markdown body |
 
137
  | `markdown` | string | Clean markdown content extracted from the page |
138
 
139
  ### Data Splits
 
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  ### Compression Ratios
166
 
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+ Numbers below are actual measurements summed across all 258 files of CC-MAIN-2026-08 (5,032,347 pages total), projected to the full crawl of 100,000 WARC files.
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+ | Stage | 258 files (measured) | 100,000 files (projected) | Reduction |
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  |---|---|---|---|
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+ | Raw WARC (.warc.gz, downloaded) | ~209.1 GB | ~83 TB | — |
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+ | HTML extracted (uncompressed) | 622.1 GB | ~295 TB | — |
173
+ | Packed markdown WARC (.md.warc.gz) | ~10.6 GB | ~3.7 TB | **-98.3%** vs HTML |
174
+ | Final Parquet (Zstd level 19) | 7.2 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 622.1 GB of uncompressed HTML down to 22.5 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: ~209.1 GB of raw gzipped WARCs becomes **7.2 GB of Parquet** — a **96.6% total reduction** — containing 5,032,347 clean markdown documents.
179
 
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  ### Processing Times
181
 
182
+ Pipeline timings across 258 shards of CC-MAIN-2026-08:
183
 
184
  ```
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+ Download (raw WARC) ████████████████████████ total 9h 2m 33s avg 2m 6s
186
  Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 3s
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+ Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 47m 53s avg 25s
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+ Publish (HuggingFace) ████████████░░░░░░░░░░░░ total 4h 35m 31s avg 1m 4s
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  ```
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  ### Dataset Charts
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+ ![Total size: HTML vs Markdown vs Parquet](charts/totals_chart.png)
194
+
195
  ![Compression breakdown](charts/compression_pie.png)
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+ ![Size per shard: HTML vs Markdown](charts/size_chart.png)
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  ![Pipeline time per shard](charts/timing_chart.png)
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stats.csv CHANGED
@@ -56,6 +56,7 @@ CC-MAIN-2026-08,53,19357,2578191580,96554618,29812656,2026-03-13T10:02:24Z,168,0
56
  CC-MAIN-2026-08,54,19483,2558749188,95680427,29738982,2026-03-13T10:04:53Z,123,0,25,0
57
  CC-MAIN-2026-08,55,19811,2639871700,95584061,30186548,2026-03-13T10:08:46Z,203,0,28,0
58
  CC-MAIN-2026-08,56,19564,2584558902,96118951,30612792,2026-03-13T10:11:02Z,110,0,24,0
 
59
  CC-MAIN-2026-08,101,19267,2514449658,96925434,30875010,2026-03-13T06:40:05Z,179,0,50,81
60
  CC-MAIN-2026-08,102,19438,2568537422,97402434,31137610,2026-03-13T06:42:52Z,93,0,20,52
61
  CC-MAIN-2026-08,103,19511,2593312947,96164480,30296223,2026-03-13T06:47:48Z,187,0,46,61
@@ -177,6 +178,7 @@ CC-MAIN-2026-08,430,19562,2589628098,94171334,29515204,2026-03-13T10:01:57Z,160,
177
  CC-MAIN-2026-08,431,19413,2548907034,94526535,29610662,2026-03-13T10:04:44Z,141,0,24,0
178
  CC-MAIN-2026-08,432,19238,2571728032,91270409,28904924,2026-03-13T10:07:44Z,130,0,48,0
179
  CC-MAIN-2026-08,433,19491,2559045927,95637979,30992131,2026-03-13T10:09:55Z,108,0,22,0
 
180
  CC-MAIN-2026-08,551,19551,2609034951,89980913,29167227,2026-03-13T06:42:51Z,280,0,20,176
181
  CC-MAIN-2026-08,552,19402,2594817630,94092761,30309254,2026-03-13T06:48:30Z,211,0,46,80
182
  CC-MAIN-2026-08,553,19856,2617133708,99106486,30365588,2026-03-13T06:52:51Z,116,0,23,120
@@ -217,6 +219,7 @@ CC-MAIN-2026-08,725,19412,2562975956,92451410,29425587,2026-03-13T10:00:42Z,119,
217
  CC-MAIN-2026-08,726,19460,2562536227,96869305,30705353,2026-03-13T10:04:08Z,168,0,36,0
218
  CC-MAIN-2026-08,727,19515,2591155330,96253967,30239842,2026-03-13T10:06:23Z,100,0,34,0
219
  CC-MAIN-2026-08,728,19540,2593341974,93848018,30167216,2026-03-13T10:09:28Z,154,0,29,0
 
220
  CC-MAIN-2026-08,851,19575,2612873485,97000364,30911294,2026-03-13T06:41:39Z,163,0,37,204
221
  CC-MAIN-2026-08,852,19334,2546015208,94959847,30205044,2026-03-13T06:45:52Z,183,0,57,11
222
  CC-MAIN-2026-08,853,19694,2567973975,95901932,30303494,2026-03-13T06:50:12Z,150,0,28,80
@@ -253,4 +256,4 @@ CC-MAIN-2026-08,883,19257,2558252415,92279950,30785208,2026-03-13T08:41:09Z,114,
253
  CC-MAIN-2026-08,884,19543,2583118668,92146843,29251284,2026-03-13T08:43:26Z,108,0,19,8
254
  CC-MAIN-2026-08,885,19529,2585227509,96533946,30604115,2026-03-13T10:05:08Z,111,0,22,4766
255
  CC-MAIN-2026-08,886,19392,2590108194,93901267,29711500,2026-03-13T10:09:00Z,142,0,22,66
256
- CC-MAIN-2026-08,887,19413,2546371491,94095379,29912843,2026-03-13T10:11:44Z,139,0,23,0
 
56
  CC-MAIN-2026-08,54,19483,2558749188,95680427,29738982,2026-03-13T10:04:53Z,123,0,25,0
57
  CC-MAIN-2026-08,55,19811,2639871700,95584061,30186548,2026-03-13T10:08:46Z,203,0,28,0
58
  CC-MAIN-2026-08,56,19564,2584558902,96118951,30612792,2026-03-13T10:11:02Z,110,0,24,0
59
+ CC-MAIN-2026-08,57,19287,2537367660,89669513,29101832,2026-03-13T10:13:52Z,149,0,21,0
60
  CC-MAIN-2026-08,101,19267,2514449658,96925434,30875010,2026-03-13T06:40:05Z,179,0,50,81
61
  CC-MAIN-2026-08,102,19438,2568537422,97402434,31137610,2026-03-13T06:42:52Z,93,0,20,52
62
  CC-MAIN-2026-08,103,19511,2593312947,96164480,30296223,2026-03-13T06:47:48Z,187,0,46,61
 
178
  CC-MAIN-2026-08,431,19413,2548907034,94526535,29610662,2026-03-13T10:04:44Z,141,0,24,0
179
  CC-MAIN-2026-08,432,19238,2571728032,91270409,28904924,2026-03-13T10:07:44Z,130,0,48,0
180
  CC-MAIN-2026-08,433,19491,2559045927,95637979,30992131,2026-03-13T10:09:55Z,108,0,22,0
181
+ CC-MAIN-2026-08,434,19293,2556585254,94418254,30499336,2026-03-13T10:13:31Z,183,0,31,0
182
  CC-MAIN-2026-08,551,19551,2609034951,89980913,29167227,2026-03-13T06:42:51Z,280,0,20,176
183
  CC-MAIN-2026-08,552,19402,2594817630,94092761,30309254,2026-03-13T06:48:30Z,211,0,46,80
184
  CC-MAIN-2026-08,553,19856,2617133708,99106486,30365588,2026-03-13T06:52:51Z,116,0,23,120
 
219
  CC-MAIN-2026-08,726,19460,2562536227,96869305,30705353,2026-03-13T10:04:08Z,168,0,36,0
220
  CC-MAIN-2026-08,727,19515,2591155330,96253967,30239842,2026-03-13T10:06:23Z,100,0,34,0
221
  CC-MAIN-2026-08,728,19540,2593341974,93848018,30167216,2026-03-13T10:09:28Z,154,0,29,0
222
+ CC-MAIN-2026-08,729,19486,2582307405,94911288,30121176,2026-03-13T10:13:30Z,209,0,31,0
223
  CC-MAIN-2026-08,851,19575,2612873485,97000364,30911294,2026-03-13T06:41:39Z,163,0,37,204
224
  CC-MAIN-2026-08,852,19334,2546015208,94959847,30205044,2026-03-13T06:45:52Z,183,0,57,11
225
  CC-MAIN-2026-08,853,19694,2567973975,95901932,30303494,2026-03-13T06:50:12Z,150,0,28,80
 
256
  CC-MAIN-2026-08,884,19543,2583118668,92146843,29251284,2026-03-13T08:43:26Z,108,0,19,8
257
  CC-MAIN-2026-08,885,19529,2585227509,96533946,30604115,2026-03-13T10:05:08Z,111,0,22,4766
258
  CC-MAIN-2026-08,886,19392,2590108194,93901267,29711500,2026-03-13T10:09:00Z,142,0,22,66
259
+ CC-MAIN-2026-08,887,19413,2546371491,94095379,29912843,2026-03-13T10:13:13Z,139,0,23,89