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@@ -12,27 +12,27 @@ configs:
 # Common Corpus Sample (Diverse & Deduplicated)
 
 ## Statistics
-*Updated: 2026-01-19T20:29:21.957260*
+*Updated: 2026-01-19T20:44:26.260159*
 
-- **Total Tokens:** 0.1785 Billion / 2 Billion Target
-- **Rows Scanned:** 632,547
-- **Rows Kept:** 200,000
-- **Duplicates Removed:** 3,315
-- **Short Texts Removed (<20):** 11,731
-- **Runtime:** 0.35 hours
+- **Total Tokens:** 0.2681 Billion / 2 Billion Target
+- **Rows Scanned:** 950,192
+- **Rows Kept:** 300,000
+- **Duplicates Removed:** 5,760
+- **Short Texts Removed (<20):** 17,825
+- **Runtime:** 0.60 hours
 
 ## Language Distribution
 Target per language: ~200M tokens.
 
 | Language | Documents | Tokens | % of Target |
 | :--- | :--- | :--- | :--- |
-| English | 79,579 | 99,700,472 | 45.3% |
-| PHP | 20,788 | 14,268,052 | 6.5% |
-| Java | 30,416 | 20,963,073 | 9.5% |
-| R | 633 | 474,641 | 0.2% |
-| C# | 16,897 | 9,869,396 | 4.5% |
-| Python | 18,015 | 14,281,042 | 6.5% |
-| Shell | 3,183 | 1,358,865 | 0.6% |
-| JavaScript | 29,874 | 17,238,885 | 7.8% |
-| Turkish | 468 | 211,417 | 0.1% |
-| Azerbaijani | 147 | 106,367 | 0.0% |
+| English | 119,879 | 150,190,782 | 68.3% |
+| PHP | 30,839 | 21,311,641 | 9.7% |
+| Java | 45,233 | 31,183,296 | 14.2% |
+| R | 976 | 724,012 | 0.3% |
+| C# | 24,775 | 14,507,511 | 6.6% |
+| Python | 27,238 | 21,589,024 | 9.8% |
+| Shell | 4,897 | 2,061,287 | 0.9% |
+| JavaScript | 45,201 | 26,046,697 | 11.8% |
+| Turkish | 725 | 319,279 | 0.1% |
+| Azerbaijani | 237 | 169,699 | 0.1% |