Add files using upload-large-folder tool

README.md

@@ -158,125 +158,125 @@ balanced selection). Full source code: the `ccre` pipeline repo (see
 |---|---|
 | Rows | 500,000 |
 | Parquet shards | 1 |
-| Total words | 388,821,811 |
-| Total text characters | 2,276,750,793 |
+| Total words | 389,643,384 |
+| Total text characters | 2,278,657,811 |
 | Crawls | 9 |
-| Fetch-date range | 2021-01-15T13:42:08Z → 2021-12-09T09:04:59Z |
+| Fetch-date range | 2021-01-15T13:41:43Z → 2021-12-09T09:04:59Z |
 
 ### Distributions
 
 | Metric | Mean | Median | p5 | p95 | Min | Max |
 |---|---|---|---|---|---|---|
-| Words per document | 777.6 | 449 | 98 | 2,328 | 50 | 97,179 |
-| Characters per document | 4,554 | 2,638 | 562 | 13,604 | 224 | 543,799 |
-| Ultra-FineWeb quality score | 0.1518 | 0.02822 | 0.0003868 | 0.8396 | 0 | 1 |
+| Words per document | 779.3 | 444 | 97 | 2,350 | 50 | 97,179 |
+| Characters per document | 4,557 | 2,605 | 562 | 1.371e+04 | 224 | 543,799 |
+| Ultra-FineWeb quality score | 0.151 | 0.02891 | 0.0003666 | 0.8197 | 0 | 1 |
 
 ### Rows per crawl
 
 | Crawl | Rows | Share |
 |---|---|---|
-| CC-MAIN-2021-04 | 53,343 | 10.67% |
-| CC-MAIN-2021-10 | 54,569 | 10.91% |
-| CC-MAIN-2021-17 | 64,029 | 12.81% |
-| CC-MAIN-2021-21 | 52,480 | 10.50% |
-| CC-MAIN-2021-25 | 48,924 | 9.78% |
-| CC-MAIN-2021-31 | 60,884 | 12.18% |
-| CC-MAIN-2021-39 | 54,215 | 10.84% |
-| CC-MAIN-2021-43 | 62,943 | 12.59% |
-| CC-MAIN-2021-49 | 48,613 | 9.72% |
+| CC-MAIN-2021-04 | 53,799 | 10.76% |
+| CC-MAIN-2021-10 | 54,494 | 10.90% |
+| CC-MAIN-2021-17 | 64,380 | 12.88% |
+| CC-MAIN-2021-21 | 52,561 | 10.51% |
+| CC-MAIN-2021-25 | 48,741 | 9.75% |
+| CC-MAIN-2021-31 | 61,034 | 12.21% |
+| CC-MAIN-2021-39 | 53,974 | 10.79% |
+| CC-MAIN-2021-43 | 62,652 | 12.53% |
+| CC-MAIN-2021-49 | 48,365 | 9.67% |
 
 ### Topics
 
 | Topic | Rows | Share |
 |---|---|---|
-| Food & Dining | 21,770 | 4.35% |
-| Games | 21,768 | 4.35% |
-| Crime & Law | 21,767 | 4.35% |
-| Travel | 21,765 | 4.35% |
-| Health | 21,764 | 4.35% |
-| Hardware | 21,757 | 4.35% |
-| Entertainment | 21,756 | 4.35% |
-| History | 21,756 | 4.35% |
-| Education & Jobs | 21,754 | 4.35% |
-| Religion | 21,751 | 4.35% |
+| Sports & Fitness | 21,788 | 4.36% |
+| Travel | 21,777 | 4.36% |
+| Health | 21,773 | 4.35% |
+| Entertainment | 21,771 | 4.35% |
+| Crime & Law | 21,761 | 4.35% |
+| Food & Dining | 21,746 | 4.35% |
 | Industrial | 21,745 | 4.35% |
-| Literature | 21,744 | 4.35% |
-| Sports & Fitness | 21,742 | 4.35% |
-| Social Life | 21,742 | 4.35% |
-| Finance & Business | 21,737 | 4.35% |
-| Politics | 21,735 | 4.35% |
-| Art & Design | 21,733 | 4.35% |
-| Science & Tech. | 21,716 | 4.34% |
-| Home & Hobbies | 21,716 | 4.34% |
-| Transportation | 21,715 | 4.34% |
-| Software Dev. | 21,702 | 4.34% |
+| Social Life | 21,744 | 4.35% |
+| Games | 21,744 | 4.35% |
+| Religion | 21,740 | 4.35% |
+| Fashion & Beauty | 21,739 | 4.35% |
+| History | 21,737 | 4.35% |
+| Home & Hobbies | 21,736 | 4.35% |
+| Hardware | 21,736 | 4.35% |
+| Science & Tech. | 21,733 | 4.35% |
+| Education & Jobs | 21,732 | 4.35% |
+| Literature | 21,726 | 4.35% |
+| Finance & Business | 21,725 | 4.34% |
+| Art & Design | 21,724 | 4.34% |
+| Transportation | 21,720 | 4.34% |
+| Politics | 21,719 | 4.34% |
+| Software Dev. | 21,698 | 4.34% |
 | Software | 21,686 | 4.34% |
-| Fashion & Beauty | 21,679 | 4.34% |
 
 ### Formats
 
 | Format | Rows | Share |
 |---|---|---|
-| Tutorial | 28,843 | 5.77% |
-| Audio Transcript | 28,831 | 5.77% |
-| Listicle | 28,819 | 5.76% |
-| News Article | 28,811 | 5.76% |
-| About (Org.) | 28,801 | 5.76% |
-| Personal Blog | 28,797 | 5.76% |
-| Academic Writing | 28,781 | 5.76% |
-| Creative Writing | 28,773 | 5.75% |
-| News (Org.) | 28,764 | 5.75% |
-| Nonfiction Writing | 28,763 | 5.75% |
-| Knowledge Article | 28,753 | 5.75% |
-| User Review | 28,751 | 5.75% |
-| Product Page | 28,723 | 5.74% |
-| Comment Section | 28,678 | 5.74% |
-| About (Pers.) | 26,973 | 5.39% |
-| Customer Support | 21,594 | 4.32% |
-| Q&A Forum | 20,972 | 4.19% |
-| FAQ | 15,654 | 3.13% |
-| Legal Notices | 8,878 | 1.78% |
+| Listicle | 28,832 | 5.77% |
+| Personal Blog | 28,814 | 5.76% |
+| Audio Transcript | 28,811 | 5.76% |
+| Tutorial | 28,801 | 5.76% |
+| News Article | 28,795 | 5.76% |
+| Nonfiction Writing | 28,794 | 5.76% |
+| About (Org.) | 28,789 | 5.76% |
+| News (Org.) | 28,777 | 5.76% |
+| Academic Writing | 28,769 | 5.75% |
+| Product Page | 28,768 | 5.75% |
+| Creative Writing | 28,767 | 5.75% |
+| Knowledge Article | 28,756 | 5.75% |
+| User Review | 28,738 | 5.75% |
+| Comment Section | 28,689 | 5.74% |
+| About (Pers.) | 26,970 | 5.39% |
+| Customer Support | 21,590 | 4.32% |
+| Q&A Forum | 20,971 | 4.19% |
+| FAQ | 15,652 | 3.13% |
+| Legal Notices | 8,876 | 1.78% |
 | Documentation | 2,537 | 0.51% |
 | Spam / Ads | 504 | 0.10% |
 
 ### Topic × format cells
 
-Non-empty cells: **352** (of 24 × 24 = 576 possible). Largest cell: Literature × Creative Writing (15,773 rows); smallest non-empty cell: Software Dev. × Spam / Ads (1 rows).
+Non-empty cells: **349** (of 24 × 24 = 576 possible). Largest cell: Literature × Creative Writing (15,772 rows); smallest non-empty cell: Software Dev. × Spam / Ads (1 rows).
 
 Top 30 cells:
 
 | Topic | Format | Rows |
 |---|---|---|
-| Literature | Creative Writing | 15,773 |
-| History | Knowledge Article | 11,310 |
-| Fashion & Beauty | Product Page | 10,521 |
-| Entertainment | User Review | 9,259 |
-| Food & Dining | Personal Blog | 8,548 |
-| Politics | News (Org.) | 8,466 |
-| Science & Tech. | Knowledge Article | 8,058 |
-| Science & Tech. | Academic Writing | 6,978 |
-| Crime & Law | Product Page | 6,658 |
-| Social Life | Listicle | 6,344 |
-| Art & Design | Nonfiction Writing | 6,168 |
-| Health | Academic Writing | 6,136 |
-| Games | Tutorial | 5,703 |
+| Literature | Creative Writing | 15,772 |
+| Food & Dining | Tutorial | 9,815 |
+| Industrial | Product Page | 9,683 |
+| Entertainment | User Review | 9,258 |
+| Art & Design | Product Page | 8,943 |
+| Travel | Personal Blog | 8,889 |
+| Politics | News (Org.) | 8,465 |
+| Science & Tech. | Nonfiction Writing | 8,221 |
+| Home & Hobbies | Listicle | 8,141 |
+| Crime & Law | Knowledge Article | 7,743 |
+| Science & Tech. | Academic Writing | 6,977 |
+| Education & Jobs | About (Org.) | 6,641 |
+| Games | Comment Section | 6,371 |
+| Fashion & Beauty | Personal Blog | 6,162 |
+| Sports & Fitness | News Article | 5,850 |
+| History | Knowledge Article | 5,749 |
 | Politics | Audio Transcript | 5,624 |
-| Education & Jobs | About (Org.) | 5,430 |
-| Travel | Listicle | 5,424 |
-| Games | News Article | 5,375 |
-| Sports & Fitness | Listicle | 5,303 |
+| Software Dev. | Personal Blog | 5,543 |
+| Hardware | Product Page | 5,497 |
+| Travel | Listicle | 5,426 |
+| Social Life | Nonfiction Writing | 5,415 |
+| History | Nonfiction Writing | 5,365 |
 | Hardware | News Article | 5,235 |
 | Transportation | Comment Section | 5,074 |
-| Sports & Fitness | Comment Section | 4,591 |
-| Software Dev. | Personal Blog | 4,481 |
-| Finance & Business | About (Org.) | 4,449 |
-| Education & Jobs | About (Pers.) | 4,338 |
+| Software | Tutorial | 5,045 |
+| Religion | Knowledge Article | 4,861 |
+| Games | Personal Blog | 4,827 |
+| Hardware | Comment Section | 4,506 |
+| Education & Jobs | About (Pers.) | 4,337 |
 | Finance & Business | Customer Support | 4,215 |
-| Art & Design | About (Pers.) | 4,175 |
-| Hardware | Comment Section | 4,131 |
-| Transportation | Nonfiction Writing | 4,129 |
-| Transportation | Product Page | 4,011 |
-| Home & Hobbies | Comment Section | 3,977 |
 
 
 ## Known limitations (measured, from manual audits)

data/train-0000.parquet

@@ -1,3 +1,3 @@
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-size 1012044582
+oid sha256:571065726b9c4753552815349dd50988b7bea22f9208ca6f0d968f10f131a5a2
+size 1012517314

reports/corpus_stats.json

@@ -21,134 +21,149 @@
     "url",
     "word_count"
   ],
-  "total_words": 388821811,
-  "total_chars": 2276750793,
+  "total_words": 389643384,
+  "total_chars": 2278657811,
   "per_crawl": {
-    "CC-MAIN-2021-04": 53343,
-    "CC-MAIN-2021-10": 54569,
-    "CC-MAIN-2021-17": 64029,
-    "CC-MAIN-2021-21": 52480,
-    "CC-MAIN-2021-25": 48924,
-    "CC-MAIN-2021-31": 60884,
-    "CC-MAIN-2021-39": 54215,
-    "CC-MAIN-2021-43": 62943,
-    "CC-MAIN-2021-49": 48613
+    "CC-MAIN-2021-04": 53799,
+    "CC-MAIN-2021-10": 54494,
+    "CC-MAIN-2021-17": 64380,
+    "CC-MAIN-2021-21": 52561,
+    "CC-MAIN-2021-25": 48741,
+    "CC-MAIN-2021-31": 61034,
+    "CC-MAIN-2021-39": 53974,
+    "CC-MAIN-2021-43": 62652,
+    "CC-MAIN-2021-49": 48365
   },
   "per_topic": {
-    "Food & Dining": 21770,
-    "Games": 21768,
-    "Crime & Law": 21767,
-    "Travel": 21765,
-    "Health": 21764,
-    "Hardware": 21757,
-    "Entertainment": 21756,
-    "History": 21756,
-    "Education & Jobs": 21754,
-    "Religion": 21751,
+    "Sports & Fitness": 21788,
+    "Travel": 21777,
+    "Health": 21773,
+    "Entertainment": 21771,
+    "Crime & Law": 21761,
+    "Food & Dining": 21746,
     "Industrial": 21745,
-    "Literature": 21744,
-    "Sports & Fitness": 21742,
-    "Social Life": 21742,
-    "Finance & Business": 21737,
-    "Politics": 21735,
-    "Art & Design": 21733,
-    "Science & Tech.": 21716,
-    "Home & Hobbies": 21716,
-    "Transportation": 21715,
-    "Software Dev.": 21702,
-    "Software": 21686,
-    "Fashion & Beauty": 21679
+    "Social Life": 21744,
+    "Games": 21744,
+    "Religion": 21740,
+    "Fashion & Beauty": 21739,
+    "History": 21737,
+    "Home & Hobbies": 21736,
+    "Hardware": 21736,
+    "Science & Tech.": 21733,
+    "Education & Jobs": 21732,
+    "Literature": 21726,
+    "Finance & Business": 21725,
+    "Art & Design": 21724,
+    "Transportation": 21720,
+    "Politics": 21719,
+    "Software Dev.": 21698,
+    "Software": 21686
   },
   "per_format": {
-    "Tutorial": 28843,
-    "Audio Transcript": 28831,
-    "Listicle": 28819,
-    "News Article": 28811,
-    "About (Org.)": 28801,
-    "Personal Blog": 28797,
-    "Academic Writing": 28781,
-    "Creative Writing": 28773,
-    "News (Org.)": 28764,
-    "Nonfiction Writing": 28763,
-    "Knowledge Article": 28753,
-    "User Review": 28751,
-    "Product Page": 28723,
-    "Comment Section": 28678,
-    "About (Pers.)": 26973,
-    "Customer Support": 21594,
-    "Q&A Forum": 20972,
-    "FAQ": 15654,
-    "Legal Notices": 8878,
+    "Listicle": 28832,
+    "Personal Blog": 28814,
+    "Audio Transcript": 28811,
+    "Tutorial": 28801,
+    "News Article": 28795,
+    "Nonfiction Writing": 28794,
+    "About (Org.)": 28789,
+    "News (Org.)": 28777,
+    "Academic Writing": 28769,
+    "Product Page": 28768,
+    "Creative Writing": 28767,
+    "Knowledge Article": 28756,
+    "User Review": 28738,
+    "Comment Section": 28689,
+    "About (Pers.)": 26970,
+    "Customer Support": 21590,
+    "Q&A Forum": 20971,
+    "FAQ": 15652,
+    "Legal Notices": 8876,
     "Documentation": 2537,
     "Spam / Ads": 504
   },
   "cells": {
-    "num_nonempty": 352,
+    "num_nonempty": 349,
     "top": [
       {
         "topic": "Literature",
         "format": "Creative Writing",
-        "count": 15773
+        "count": 15772
       },
       {
-        "topic": "History",
-        "format": "Knowledge Article",
-        "count": 11310
+        "topic": "Food & Dining",
+        "format": "Tutorial",
+        "count": 9815
       },
       {
-        "topic": "Fashion & Beauty",
+        "topic": "Industrial",
         "format": "Product Page",
-        "count": 10521
+        "count": 9683
       },
       {
         "topic": "Entertainment",
         "format": "User Review",
-        "count": 9259
+        "count": 9258
       },
       {
-        "topic": "Food & Dining",
+        "topic": "Art & Design",
+        "format": "Product Page",
+        "count": 8943
+      },
+      {
+        "topic": "Travel",
         "format": "Personal Blog",
-        "count": 8548
+        "count": 8889
       },
       {
         "topic": "Politics",
         "format": "News (Org.)",
-        "count": 8466
+        "count": 8465
       },
       {
         "topic": "Science & Tech.",
+        "format": "Nonfiction Writing",
+        "count": 8221
+      },
+      {
+        "topic": "Home & Hobbies",
+        "format": "Listicle",
+        "count": 8141
+      },
+      {
+        "topic": "Crime & Law",
         "format": "Knowledge Article",
-        "count": 8058
+        "count": 7743
       },
       {
         "topic": "Science & Tech.",
         "format": "Academic Writing",
-        "count": 6978
+        "count": 6977
       },
       {
-        "topic": "Crime & Law",
-        "format": "Product Page",
-        "count": 6658
+        "topic": "Education & Jobs",
+        "format": "About (Org.)",
+        "count": 6641
       },
       {
-        "topic": "Social Life",
-        "format": "Listicle",
-        "count": 6344
+        "topic": "Games",
+        "format": "Comment Section",
+        "count": 6371
       },
       {
-        "topic": "Art & Design",
-        "format": "Nonfiction Writing",
-        "count": 6168
+        "topic": "Fashion & Beauty",
+        "format": "Personal Blog",
+        "count": 6162
       },
       {
-        "topic": "Health",
-        "format": "Academic Writing",
-        "count": 6136
+        "topic": "Sports & Fitness",
+        "format": "News Article",
+        "count": 5850
       },
       {
-        "topic": "Games",
-        "format": "Tutorial",
-        "count": 5703
+        "topic": "History",
+        "format": "Knowledge Article",
+        "count": 5749
       },
       {
         "topic": "Politics",
@@ -156,24 +171,29 @@
         "count": 5624
       },
       {
-        "topic": "Education & Jobs",
-        "format": "About (Org.)",
-        "count": 5430
+        "topic": "Software Dev.",
+        "format": "Personal Blog",
+        "count": 5543
+      },
+      {
+        "topic": "Hardware",
+        "format": "Product Page",
+        "count": 5497
       },
       {
         "topic": "Travel",
         "format": "Listicle",
-        "count": 5424
+        "count": 5426
       },
       {
-        "topic": "Games",
-        "format": "News Article",
-        "count": 5375
+        "topic": "Social Life",
+        "format": "Nonfiction Writing",
+        "count": 5415
       },
       {
-        "topic": "Sports & Fitness",
-        "format": "Listicle",
-        "count": 5303
+        "topic": "History",
+        "format": "Nonfiction Writing",
+        "count": 5365
       },
       {
         "topic": "Hardware",
@@ -186,54 +206,34 @@
         "count": 5074
       },
       {
-        "topic": "Sports & Fitness",
-        "format": "Comment Section",
-        "count": 4591
+        "topic": "Software",
+        "format": "Tutorial",
+        "count": 5045
       },
       {
-        "topic": "Software Dev.",
+        "topic": "Religion",
+        "format": "Knowledge Article",
+        "count": 4861
+      },
+      {
+        "topic": "Games",
         "format": "Personal Blog",
-        "count": 4481
+        "count": 4827
       },
       {
-        "topic": "Finance & Business",
-        "format": "About (Org.)",
-        "count": 4449
+        "topic": "Hardware",
+        "format": "Comment Section",
+        "count": 4506
       },
       {
         "topic": "Education & Jobs",
         "format": "About (Pers.)",
-        "count": 4338
+        "count": 4337
       },
       {
         "topic": "Finance & Business",
         "format": "Customer Support",
         "count": 4215
-      },
-      {
-        "topic": "Art & Design",
-        "format": "About (Pers.)",
-        "count": 4175
-      },
-      {
-        "topic": "Hardware",
-        "format": "Comment Section",
-        "count": 4131
-      },
-      {
-        "topic": "Transportation",
-        "format": "Nonfiction Writing",
-        "count": 4129
-      },
-      {
-        "topic": "Transportation",
-        "format": "Product Page",
-        "count": 4011
-      },
-      {
-        "topic": "Home & Hobbies",
-        "format": "Comment Section",
-        "count": 3977
       }
     ],
     "min": {
@@ -244,35 +244,35 @@
     "max": {
       "topic": "Literature",
       "format": "Creative Writing",
-      "count": 15773
+      "count": 15772
     }
   },
   "word_count": {
-    "mean": 777.643622,
-    "median": 449.0,
-    "p5": 98.0,
-    "p95": 2328.0,
+    "mean": 779.286768,
+    "median": 444.0,
+    "p5": 97.0,
+    "p95": 2350.0,
     "min": 50.0,
     "max": 97179.0
   },
   "text_chars": {
-    "mean": 4553.501586,
-    "median": 2638.0,
+    "mean": 4557.315622,
+    "median": 2605.0,
     "p5": 562.0,
-    "p95": 13604.0,
+    "p95": 13708.049999999988,
     "min": 224.0,
     "max": 543799.0
   },
   "ufw_score": {
-    "mean": 0.15180736463212968,
-    "median": 0.028224647045135498,
-    "p5": 0.00038677453994750977,
-    "p95": 0.8395530670881272,
+    "mean": 0.151031101872921,
+    "median": 0.02890506386756897,
+    "p5": 0.0003665626049041749,
+    "p95": 0.81967157125473,
     "min": 0.0,
     "max": 1.0
   },
   "date_range": {
-    "min": "2021-01-15T13:42:08Z",
+    "min": "2021-01-15T13:41:43Z",
     "max": "2021-12-09T09:04:59Z"
   }
 }

reports/selection_report.json

@@ -1,6 +1,6 @@
 {
   "year": 2021,
-  "pool_size": 1823510,
+  "pool_size": 1823272,
   "target_rows": 500000,
   "selected_rows": 500000,
   "seed": 20260828,
@@ -34,37 +34,37 @@
     "language": 344964,
     "tokens_per_char": 1059,
     "quality": 0,
-    "cross_year": 47101
+    "cross_year": 47339
   },
   "cross_year_source": 2020,
   "scrub_boilerplate": true,
   "scrub_stats": {
-    "docs_touched": 25335,
-    "lines_removed": 30335,
-    "docs_dropped": 625
+    "docs_touched": 25606,
+    "lines_removed": 30658,
+    "docs_dropped": 599
   },
   "method": "marginal_uniform",
   "marginal_targets": {
     "format": {
       "About (Org.)": 29347,
-      "About (Pers.)": 27544,
+      "About (Pers.)": 27542,
       "Academic Writing": 29347,
       "Audio Transcript": 29347,
       "Comment Section": 29347,
-      "Creative Writing": 29347,
-      "Customer Support": 22024,
+      "Creative Writing": 29348,
+      "Customer Support": 22020,
       "Documentation": 2603,
-      "FAQ": 15969,
-      "Knowledge Article": 29347,
-      "Legal Notices": 9117,
-      "Listicle": 29347,
-      "News (Org.)": 29347,
-      "News Article": 29347,
-      "Nonfiction Writing": 29347,
-      "Personal Blog": 29347,
-      "Product Page": 29347,
+      "FAQ": 15967,
+      "Knowledge Article": 29348,
+      "Legal Notices": 9116,
+      "Listicle": 29348,
+      "News (Org.)": 29348,
+      "News Article": 29348,
+      "Nonfiction Writing": 29348,
+      "Personal Blog": 29348,
+      "Product Page": 29348,
       "Q&A Forum": 21371,
-      "Spam / Ads": 512,
+      "Spam / Ads": 513,
       "Tutorial": 29348,
       "User Review": 29348
     },
@@ -97,24 +97,24 @@
   "achieved_marginals": {
     "format": {
       "About (Org.)": 29347,
-      "About (Pers.)": 27544,
+      "About (Pers.)": 27542,
       "Academic Writing": 29347,
       "Audio Transcript": 29347,
       "Comment Section": 29347,
-      "Creative Writing": 29347,
-      "Customer Support": 22024,
+      "Creative Writing": 29348,
+      "Customer Support": 22020,
       "Documentation": 2603,
-      "FAQ": 15969,
-      "Knowledge Article": 29347,
-      "Legal Notices": 9117,
-      "Listicle": 29347,
-      "News (Org.)": 29347,
-      "News Article": 29347,
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