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

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Files changed (2) hide show
  1. README.md +17 -17
  2. stats.csv +25 -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 **4,118,405 documents across 211 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 211 files of CC-MAIN-2026-08 (4,118,405 pages total), projected to the full crawl of 100,000 WARC files.
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- | Stage | 211 files (measured) | 100,000 files (projected) | Reduction |
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  |---|---|---|---|
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- | Raw WARC (.warc.gz, downloaded) | ~171.0 GB | ~83 TB | — |
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- | HTML extracted (uncompressed) | 509.6 GB | ~295 TB | — |
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- | Packed markdown WARC (.md.warc.gz) | ~8.6 GB | ~3.7 TB | **-98.3%** vs HTML |
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- | Final Parquet (Zstd level 19) | 5.9 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 509.6 GB of uncompressed HTML down to 18.4 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: ~171.0 GB of raw gzipped WARCs becomes **5.9 GB of Parquet** — a **96.6% total reduction** — containing 4,118,405 clean markdown documents.
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182
  ### Processing Times
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- Pipeline timings across 211 shards of CC-MAIN-2026-08:
185
 
186
  ```
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- Download (raw WARC) ████████████████████████ total 6h 52m 31s avg 1m 57s
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  Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 4s
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- Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 24m 57s avg 24s
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- Publish (HuggingFace) ███████████░░░░░░░░░░░░░ total 3h 11m 55s avg 54s
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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 **4,585,843 documents across 235 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
 
 
118
  "warc_refers_to": "<urn:uuid:f9e8d7c6-b5a4-3210-fedc-ba0987654321>",
119
  "html_length": 48210,
120
  "markdown_length": 3847,
 
121
  "markdown": "# Interesting Topic\n\nThis is the main content of the page..."
122
  }
123
  ```
 
130
  | `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
 
164
 
165
  ### Compression Ratios
166
 
167
+ Numbers below are actual measurements summed across all 235 files of CC-MAIN-2026-08 (4,585,843 pages total), projected to the full crawl of 100,000 WARC files.
168
 
169
+ | Stage | 235 files (measured) | 100,000 files (projected) | Reduction |
170
  |---|---|---|---|
171
+ | Raw WARC (.warc.gz, downloaded) | ~190.5 GB | ~83 TB | — |
172
+ | HTML extracted (uncompressed) | 567.1 GB | ~295 TB | — |
173
+ | Packed markdown WARC (.md.warc.gz) | ~9.6 GB | ~3.7 TB | **-98.3%** vs HTML |
174
+ | Final Parquet (Zstd level 19) | 6.5 GB | ~2.9 TB | **-32.1%** 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 567.1 GB of uncompressed HTML down to 20.5 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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178
+ End to end: ~190.5 GB of raw gzipped WARCs becomes **6.5 GB of Parquet** — a **96.6% total reduction** — containing 4,585,843 clean markdown documents.
179
 
180
  ### Processing Times
181
 
182
+ Pipeline timings across 235 shards of CC-MAIN-2026-08:
183
 
184
  ```
185
+ Download (raw WARC) ████████████████████████ total 8h 4m 45s avg 2m 3s
186
  Convert (HTML → MD) █░░░░░░░░░░░░░░░░░░░░░░░ total 16m 2s avg 4s
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+ Export (Parquet) ████░░░░░░░░░░░░░░░░░░░░ total 1h 36m 13s avg 24s
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+ Publish (HuggingFace) █████████░░░░░░░░░░░░░░░ total 3h 13m 30s avg 49s
189
  ```
190
 
191
  ### Dataset Charts
192
 
193
+ ![Total size: HTML vs Markdown vs Parquet](charts/totals_chart.png)
194
+
195
  ![Compression breakdown](charts/compression_pie.png)
196
 
197
+ ![Size per shard: HTML vs Markdown](charts/size_chart.png)
198
 
199
  ![Pipeline time per shard](charts/timing_chart.png)
200
 
stats.csv CHANGED
@@ -47,6 +47,11 @@ CC-MAIN-2026-08,44,19268,2543453471,92880103,29438620,2026-03-13T07:09:04Z,132,0
47
  CC-MAIN-2026-08,45,19591,2583724703,93824689,30465272,2026-03-13T07:13:09Z,175,0,32,36
48
  CC-MAIN-2026-08,46,19497,2587172839,93962075,30171609,2026-03-13T07:16:54Z,156,0,24,42
49
  CC-MAIN-2026-08,47,19360,2607142769,94572800,30141571,2026-03-13T07:24:07Z,375,0,31,25
 
 
 
 
 
50
  CC-MAIN-2026-08,101,19267,2514449658,96925434,30875010,2026-03-13T06:40:05Z,179,0,50,81
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  CC-MAIN-2026-08,102,19438,2568537422,97402434,31137610,2026-03-13T06:42:52Z,93,0,20,52
52
  CC-MAIN-2026-08,103,19511,2593312947,96164480,30296223,2026-03-13T06:47:48Z,187,0,46,61
@@ -85,6 +90,10 @@ CC-MAIN-2026-08,135,19366,2564048477,96359527,30751456,2026-03-13T08:38:48Z,110,
85
  CC-MAIN-2026-08,136,19552,2595912844,95177261,29172272,2026-03-13T08:42:15Z,127,0,21,56
86
  CC-MAIN-2026-08,137,19287,2553682945,95902211,29221147,2026-03-13T08:43:59Z,77,0,18,6
87
  CC-MAIN-2026-08,138,19484,2561985017,91643960,29903683,2026-03-13T08:48:08Z,98,0,19,129
 
 
 
 
88
  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
@@ -124,7 +133,8 @@ CC-MAIN-2026-08,286,19521,2604143328,95453072,31055879,2026-03-13T08:39:07Z,116,
124
  CC-MAIN-2026-08,287,19554,2584064050,99218907,31127830,2026-03-13T08:43:14Z,116,0,22,106
125
  CC-MAIN-2026-08,288,19531,2578268862,96281595,30566419,2026-03-13T08:46:57Z,92,0,26,103
126
  CC-MAIN-2026-08,289,19470,2566814697,92315753,29674457,2026-03-13T08:48:43Z,79,0,19,7
127
- CC-MAIN-2026-08,290,19333,2552308644,90326736,28308814,2026-03-13T08:50:14Z,71,0,18,0
 
128
  CC-MAIN-2026-08,401,19517,2605589961,95609438,30404753,2026-03-13T06:41:08Z,218,0,47,107
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  CC-MAIN-2026-08,402,19446,2552785517,96654791,30588984,2026-03-13T06:43:58Z,98,0,26,44
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  CC-MAIN-2026-08,403,19320,2579048144,91406292,29375992,2026-03-13T06:49:29Z,198,0,33,98
@@ -149,12 +159,22 @@ CC-MAIN-2026-08,421,19425,2579210908,95275597,30546957,2026-03-13T08:32:40Z,126,
149
  CC-MAIN-2026-08,422,19427,2555156689,91998757,28929921,2026-03-13T08:35:01Z,110,0,22,7
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  CC-MAIN-2026-08,423,19529,2593089061,91877466,30698634,2026-03-13T08:37:01Z,85,0,20,12
151
  CC-MAIN-2026-08,424,19493,2582889122,97164973,30896366,2026-03-13T08:40:17Z,99,0,21,73
 
 
 
 
 
152
  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-2026-08,554,19174,2544960299,93233234,29023716,2026-03-13T06:59:35Z,239,0,83,80
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  CC-MAIN-2026-08,555,19447,2566133601,94335404,29912402,2026-03-13T07:03:14Z,125,0,21,71
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  CC-MAIN-2026-08,556,19243,2571208657,93393493,29392798,2026-03-13T07:08:18Z,203,0,30,70
 
 
 
 
 
158
  CC-MAIN-2026-08,701,19412,2563976599,92296196,29384755,2026-03-13T06:41:28Z,272,0,22,99
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  CC-MAIN-2026-08,702,19449,2572639558,92293569,29721653,2026-03-13T06:44:08Z,113,0,20,24
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  CC-MAIN-2026-08,703,19592,2602952509,95185029,30720858,2026-03-13T06:49:34Z,187,0,36,100
@@ -175,6 +195,10 @@ CC-MAIN-2026-08,717,19177,2533421579,90968900,29639500,2026-03-13T07:48:49Z,206,
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  CC-MAIN-2026-08,718,19595,2583045607,94790124,30279291,2026-03-13T07:52:09Z,131,0,28,39
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  CC-MAIN-2026-08,720,19102,2510122806,90026849,28988668,2026-03-13T07:58:08Z,120,0,31,84
 
 
 
 
178
  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-2026-08,45,19591,2583724703,93824689,30465272,2026-03-13T07:13:09Z,175,0,32,36
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  CC-MAIN-2026-08,47,19360,2607142769,94572800,30141571,2026-03-13T07:24:07Z,375,0,31,25
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+ CC-MAIN-2026-08,48,19446,2550413995,94532267,30523721,2026-03-13T09:46:09Z,230,0,24,0
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  CC-MAIN-2026-08,138,19484,2561985017,91643960,29903683,2026-03-13T08:48:08Z,98,0,19,129
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