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@@ -12,27 +12,27 @@ configs:
 # Common Corpus Sample (Diverse & Deduplicated)
 
 ## Statistics
-*Updated: 2026-01-19T20:56:52.249897*
+*Updated: 2026-01-19T21:08:48.154332*
 
-- **Total Tokens:** 0.3580 Billion / 2 Billion Target
-- **Rows Scanned:** 1,267,865
-- **Rows Kept:** 400,000
-- **Duplicates Removed:** 8,452
-- **Short Texts Removed (<20):** 23,732
-- **Runtime:** 0.81 hours
+- **Total Tokens:** 0.4341 Billion / 2 Billion Target
+- **Rows Scanned:** 1,715,824
+- **Rows Kept:** 500,000
+- **Duplicates Removed:** 11,745
+- **Short Texts Removed (<20):** 31,165
+- **Runtime:** 1.01 hours
 
 ## Language Distribution
 Target per language: ~200M tokens.
 
 | Language | Documents | Tokens | % of Target |
 | :--- | :--- | :--- | :--- |
-| English | 159,481 | 200,083,699 | 90.9% |
-| PHP | 41,253 | 28,655,946 | 13.0% |
-| Java | 59,981 | 41,543,273 | 18.9% |
-| R | 1,271 | 936,190 | 0.4% |
-| C# | 34,164 | 20,001,151 | 9.1% |
-| Python | 36,536 | 28,992,437 | 13.2% |
-| Shell | 6,709 | 2,850,478 | 1.3% |
-| JavaScript | 59,289 | 34,249,025 | 15.6% |
-| Turkish | 979 | 451,311 | 0.2% |
-| Azerbaijani | 337 | 250,565 | 0.1% |
+| English | 174,775 | 220,000,073 | 100.0% |
+| PHP | 56,884 | 39,485,832 | 17.9% |
+| Java | 80,788 | 56,045,593 | 25.5% |
+| R | 1,752 | 1,292,895 | 0.6% |
+| C# | 45,510 | 26,676,093 | 12.1% |
+| Python | 50,310 | 39,972,419 | 18.2% |
+| Shell | 9,065 | 3,899,358 | 1.8% |
+| JavaScript | 79,132 | 45,763,089 | 20.8% |
+| Turkish | 1,323 | 599,415 | 0.3% |
+| Azerbaijani | 461 | 344,704 | 0.2% |