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  # Common Corpus Sample (Diverse & Deduplicated)
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  ## Statistics
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- *Updated: 2026-01-20T02:06:11.886972*
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- - **Total Tokens:** 1.4121 Billion / 2 Billion Target
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- - **Rows Scanned:** 26,314,370
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- - **Rows Kept:** 2,000,000
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- - **Duplicates Removed:** 90,531
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- - **Short Texts Removed (<20):** 179,763
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- - **Runtime:** 5.97 hours
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  ## Language Distribution
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  Target per language: ~200M tokens.
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  | English | 174,775 | 220,000,073 | 100.0% |
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  | PHP | 308,775 | 220,000,126 | 100.0% |
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  | Java | 312,008 | 220,001,140 | 100.0% |
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- | R | 28,181 | 20,384,857 | 9.3% |
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  | C# | 366,838 | 220,002,167 | 100.0% |
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  | Python | 277,185 | 220,000,497 | 100.0% |
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- | Shell | 128,252 | 55,680,045 | 25.3% |
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  | JavaScript | 376,094 | 220,000,054 | 100.0% |
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- | Turkish | 20,709 | 10,551,883 | 4.8% |
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- | Azerbaijani | 7,183 | 5,493,431 | 2.5% |
 
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  # Common Corpus Sample (Diverse & Deduplicated)
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  ## Statistics
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+ *Updated: 2026-01-20T04:19:16.000340*
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+ - **Total Tokens:** 1.4622 Billion / 2 Billion Target
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+ - **Rows Scanned:** 40,992,263
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+ - **Rows Kept:** 2,100,000
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+ - **Duplicates Removed:** 97,952
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+ - **Short Texts Removed (<20):** 209,210
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+ - **Runtime:** 8.18 hours
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  ## Language Distribution
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  Target per language: ~200M tokens.
 
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  | English | 174,775 | 220,000,073 | 100.0% |
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  | PHP | 308,775 | 220,000,126 | 100.0% |
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  | Java | 312,008 | 220,001,140 | 100.0% |
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+ | R | 42,684 | 30,978,684 | 14.1% |
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  | C# | 366,838 | 220,002,167 | 100.0% |
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  | Python | 277,185 | 220,000,497 | 100.0% |
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+ | Shell | 198,846 | 86,408,839 | 39.3% |
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  | JavaScript | 376,094 | 220,000,054 | 100.0% |
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+ | Turkish | 31,676 | 16,161,256 | 7.3% |
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+ | Azerbaijani | 11,119 | 8,611,861 | 3.9% |