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<?php |
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namespace App\Console\Commands; |
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use App\Models\Student; |
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use Illuminate\Console\Command; |
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use Illuminate\Support\Facades\Http; |
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class genderizeStudents extends Command |
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{ |
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protected $signature = 'academico:genderize-students'; |
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protected $description = 'Guess gender for existing students, based on their firstname'; |
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// wordpress implementation, from https://github.com/WordPress/WordPress/blob/a2693fd8602e3263b5925b9d799ddd577202167d/wp-includes/formatting.php#L1528 |
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private function remove_accents($string) |
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{ |
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$chars = [ |
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// Decompositions for Latin-1 Supplement |
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'ª' => 'a', |
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'º' => 'o', |
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'À' => 'A', |
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'Á' => 'A', |
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'Â' => 'A', |
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'Ã' => 'A', |
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'Ä' => 'A', |
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'Å' => 'A', |
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'Æ' => 'AE', |
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'Ç' => 'C', |
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'È' => 'E', |
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'É' => 'E', |
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'Ê' => 'E', |
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'Ë' => 'E', |
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'Ì' => 'I', |
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'Í' => 'I', |
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'Î' => 'I', |
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'Ï' => 'I', |
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'Ð' => 'D', |
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'Ñ' => 'N', |
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'Ò' => 'O', |
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41
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'Ó' => 'O', |
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'Ô' => 'O', |
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'Õ' => 'O', |
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44
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'Ö' => 'O', |
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45
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'Ù' => 'U', |
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'Ú' => 'U', |
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'Û' => 'U', |
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'Ü' => 'U', |
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'Ý' => 'Y', |
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'Þ' => 'TH', |
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'ß' => 's', |
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'à' => 'a', |
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'á' => 'a', |
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'â' => 'a', |
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'ã' => 'a', |
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'ä' => 'a', |
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'å' => 'a', |
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'æ' => 'ae', |
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'ç' => 'c', |
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'è' => 'e', |
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'é' => 'e', |
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'ê' => 'e', |
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'ë' => 'e', |
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'ì' => 'i', |
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'í' => 'i', |
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'î' => 'i', |
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'ï' => 'i', |
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'ð' => 'd', |
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'ñ' => 'n', |
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'ò' => 'o', |
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'ó' => 'o', |
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'ô' => 'o', |
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'õ' => 'o', |
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'ö' => 'o', |
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'ø' => 'o', |
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'ù' => 'u', |
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'ú' => 'u', |
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'û' => 'u', |
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'ü' => 'u', |
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'ý' => 'y', |
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'þ' => 'th', |
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'ÿ' => 'y', |
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'Ø' => 'O', |
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// Decompositions for Latin Extended-A |
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'Ā' => 'A', |
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'ā' => 'a', |
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'Ă' => 'A', |
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'ă' => 'a', |
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'Ą' => 'A', |
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'ą' => 'a', |
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'Ć' => 'C', |
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'ć' => 'c', |
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'Ĉ' => 'C', |
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'ĉ' => 'c', |
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'Ċ' => 'C', |
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'ċ' => 'c', |
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'Č' => 'C', |
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'č' => 'c', |
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'Ď' => 'D', |
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'ď' => 'd', |
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'Đ' => 'D', |
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'đ' => 'd', |
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'Ē' => 'E', |
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'ē' => 'e', |
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'Ĕ' => 'E', |
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'ĕ' => 'e', |
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'Ė' => 'E', |
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'ė' => 'e', |
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'Ę' => 'E', |
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'ę' => 'e', |
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'Ě' => 'E', |
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'ě' => 'e', |
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'Ĝ' => 'G', |
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'ĝ' => 'g', |
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'Ğ' => 'G', |
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'ğ' => 'g', |
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'Ġ' => 'G', |
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'ġ' => 'g', |
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'Ģ' => 'G', |
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'ģ' => 'g', |
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'Ĥ' => 'H', |
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'ĥ' => 'h', |
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'Ħ' => 'H', |
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'ħ' => 'h', |
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'Ĩ' => 'I', |
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'ĩ' => 'i', |
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'Ī' => 'I', |
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'ī' => 'i', |
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'Ĭ' => 'I', |
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'ĭ' => 'i', |
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'Į' => 'I', |
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'į' => 'i', |
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'İ' => 'I', |
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'ı' => 'i', |
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135
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'IJ' => 'IJ', |
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'ij' => 'ij', |
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'Ĵ' => 'J', |
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138
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'ĵ' => 'j', |
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'Ķ' => 'K', |
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'ķ' => 'k', |
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141
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'ĸ' => 'k', |
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'Ĺ' => 'L', |
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'ĺ' => 'l', |
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'Ļ' => 'L', |
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'ļ' => 'l', |
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'Ľ' => 'L', |
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'ľ' => 'l', |
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'Ŀ' => 'L', |
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'ŀ' => 'l', |
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'Ł' => 'L', |
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'ł' => 'l', |
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'Ń' => 'N', |
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'ń' => 'n', |
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'Ņ' => 'N', |
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'ņ' => 'n', |
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'Ň' => 'N', |
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157
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'ň' => 'n', |
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'ʼn' => 'n', |
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'Ŋ' => 'N', |
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'ŋ' => 'n', |
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161
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'Ō' => 'O', |
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'ō' => 'o', |
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'Ŏ' => 'O', |
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'ŏ' => 'o', |
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165
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'Ő' => 'O', |
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'ő' => 'o', |
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167
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'Œ' => 'OE', |
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168
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'œ' => 'oe', |
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169
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'Ŕ' => 'R', |
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170
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'ŕ' => 'r', |
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'Ŗ' => 'R', |
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'ŗ' => 'r', |
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'Ř' => 'R', |
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'ř' => 'r', |
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'Ś' => 'S', |
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'ś' => 's', |
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177
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'Ŝ' => 'S', |
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'ŝ' => 's', |
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'Ş' => 'S', |
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180
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'ş' => 's', |
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'Š' => 'S', |
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'š' => 's', |
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'Ţ' => 'T', |
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'ţ' => 't', |
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'Ť' => 'T', |
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186
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'ť' => 't', |
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187
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'Ŧ' => 'T', |
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188
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'ŧ' => 't', |
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189
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'Ũ' => 'U', |
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190
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'ũ' => 'u', |
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191
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'Ū' => 'U', |
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192
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'ū' => 'u', |
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'Ŭ' => 'U', |
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194
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'ŭ' => 'u', |
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195
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'Ů' => 'U', |
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196
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'ů' => 'u', |
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197
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'Ű' => 'U', |
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198
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'ű' => 'u', |
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199
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'Ų' => 'U', |
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200
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'ų' => 'u', |
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201
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'Ŵ' => 'W', |
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202
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'ŵ' => 'w', |
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203
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'Ŷ' => 'Y', |
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204
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'ŷ' => 'y', |
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205
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'Ÿ' => 'Y', |
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206
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'Ź' => 'Z', |
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207
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'ź' => 'z', |
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208
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'Ż' => 'Z', |
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209
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'ż' => 'z', |
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210
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'Ž' => 'Z', |
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211
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'ž' => 'z', |
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212
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'ſ' => 's', |
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213
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// Decompositions for Latin Extended-B |
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'Ș' => 'S', |
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215
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'ș' => 's', |
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216
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'Ț' => 'T', |
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217
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'ț' => 't', |
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218
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// Euro Sign |
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219
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'€' => 'E', |
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220
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// GBP (Pound) Sign |
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221
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'£' => '', |
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222
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// Vowels with diacritic (Vietnamese) |
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223
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// unmarked |
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224
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'Ơ' => 'O', |
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225
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'ơ' => 'o', |
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226
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'Ư' => 'U', |
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227
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'ư' => 'u', |
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228
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// grave accent |
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229
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'Ầ' => 'A', |
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230
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'ầ' => 'a', |
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231
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'Ằ' => 'A', |
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232
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'ằ' => 'a', |
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233
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'Ề' => 'E', |
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234
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'ề' => 'e', |
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235
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'Ồ' => 'O', |
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236
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'ồ' => 'o', |
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237
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'Ờ' => 'O', |
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238
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'ờ' => 'o', |
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239
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'Ừ' => 'U', |
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240
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'ừ' => 'u', |
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241
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'Ỳ' => 'Y', |
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242
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'ỳ' => 'y', |
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243
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// hook |
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244
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'Ả' => 'A', |
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245
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'ả' => 'a', |
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246
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'Ẩ' => 'A', |
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247
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'ẩ' => 'a', |
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248
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'Ẳ' => 'A', |
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249
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'ẳ' => 'a', |
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250
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'Ẻ' => 'E', |
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251
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'ẻ' => 'e', |
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252
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'Ể' => 'E', |
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253
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'ể' => 'e', |
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254
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'Ỉ' => 'I', |
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255
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'ỉ' => 'i', |
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256
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'Ỏ' => 'O', |
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257
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'ỏ' => 'o', |
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258
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'Ổ' => 'O', |
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259
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'ổ' => 'o', |
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260
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'Ở' => 'O', |
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261
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'ở' => 'o', |
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262
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'Ủ' => 'U', |
|
263
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'ủ' => 'u', |
|
264
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'Ử' => 'U', |
|
265
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'ử' => 'u', |
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266
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'Ỷ' => 'Y', |
|
267
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'ỷ' => 'y', |
|
268
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// tilde |
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269
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'Ẫ' => 'A', |
|
270
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'ẫ' => 'a', |
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271
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'Ẵ' => 'A', |
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272
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'ẵ' => 'a', |
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273
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'Ẽ' => 'E', |
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274
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'ẽ' => 'e', |
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275
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'Ễ' => 'E', |
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276
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'ễ' => 'e', |
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277
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'Ỗ' => 'O', |
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278
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'ỗ' => 'o', |
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279
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'Ỡ' => 'O', |
|
280
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'ỡ' => 'o', |
|
281
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'Ữ' => 'U', |
|
282
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'ữ' => 'u', |
|
283
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'Ỹ' => 'Y', |
|
284
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'ỹ' => 'y', |
|
285
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// acute accent |
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286
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'Ấ' => 'A', |
|
287
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'ấ' => 'a', |
|
288
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'Ắ' => 'A', |
|
289
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'ắ' => 'a', |
|
290
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'Ế' => 'E', |
|
291
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'ế' => 'e', |
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292
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'Ố' => 'O', |
|
293
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'ố' => 'o', |
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294
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'Ớ' => 'O', |
|
295
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'ớ' => 'o', |
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296
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'Ứ' => 'U', |
|
297
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'ứ' => 'u', |
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298
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// dot below |
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299
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'Ạ' => 'A', |
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300
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'ạ' => 'a', |
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301
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'Ậ' => 'A', |
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302
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'ậ' => 'a', |
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303
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'Ặ' => 'A', |
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304
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'ặ' => 'a', |
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305
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'Ẹ' => 'E', |
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306
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'ẹ' => 'e', |
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307
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'Ệ' => 'E', |
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308
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'ệ' => 'e', |
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309
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'Ị' => 'I', |
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310
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'ị' => 'i', |
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311
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'Ọ' => 'O', |
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312
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'ọ' => 'o', |
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313
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'Ộ' => 'O', |
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314
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'ộ' => 'o', |
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315
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'Ợ' => 'O', |
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316
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'ợ' => 'o', |
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317
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'Ụ' => 'U', |
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318
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'ụ' => 'u', |
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319
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'Ự' => 'U', |
|
320
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|
|
'ự' => 'u', |
|
321
|
|
|
'Ỵ' => 'Y', |
|
322
|
|
|
'ỵ' => 'y', |
|
323
|
|
|
// Vowels with diacritic (Chinese, Hanyu Pinyin) |
|
324
|
|
|
'ɑ' => 'a', |
|
325
|
|
|
// macron |
|
326
|
|
|
'Ǖ' => 'U', |
|
327
|
|
|
'ǖ' => 'u', |
|
328
|
|
|
// acute accent |
|
329
|
|
|
'Ǘ' => 'U', |
|
330
|
|
|
'ǘ' => 'u', |
|
331
|
|
|
// caron |
|
332
|
|
|
'Ǎ' => 'A', |
|
333
|
|
|
'ǎ' => 'a', |
|
334
|
|
|
'Ǐ' => 'I', |
|
335
|
|
|
'ǐ' => 'i', |
|
336
|
|
|
'Ǒ' => 'O', |
|
337
|
|
|
'ǒ' => 'o', |
|
338
|
|
|
'Ǔ' => 'U', |
|
339
|
|
|
'ǔ' => 'u', |
|
340
|
|
|
'Ǚ' => 'U', |
|
341
|
|
|
'ǚ' => 'u', |
|
342
|
|
|
// grave accent |
|
343
|
|
|
'Ǜ' => 'U', |
|
344
|
|
|
'ǜ' => 'u', |
|
345
|
|
|
]; |
|
346
|
|
|
|
|
347
|
|
|
return strtr($string, $chars); |
|
348
|
|
|
} |
|
349
|
|
|
|
|
350
|
|
|
public function handle() |
|
351
|
|
|
{ |
|
352
|
|
|
Student::whereNull('gender_id')->chunkById(10, function ($students) { |
|
353
|
|
|
$query = $students->map(fn ($student) => ['id' => $student->id, |
|
354
|
|
|
'name' => $this->remove_accents(strtok($student->firstname, ' ')), ]); |
|
355
|
|
|
|
|
356
|
|
|
$response = Http::get('https://api.genderize.io/?name[]='.$query->pluck('name')->implode('&name[]=')); |
|
357
|
|
|
foreach ($students as $student) { |
|
358
|
|
|
$firstname = $query->firstWhere('id', $student->id)['name']; |
|
359
|
|
|
|
|
360
|
|
|
$student->update([ |
|
361
|
|
|
'gender_id' => match ($response->collect()->where('name', $firstname)->where('probability', '>', 0.9)->where('count', '>', 10)->first()['gender'] ?? '-') { |
|
362
|
|
|
'male' => 2, |
|
363
|
|
|
'female' => 1, |
|
364
|
|
|
default => null, |
|
365
|
|
|
}, |
|
366
|
|
|
]); |
|
367
|
|
|
} |
|
368
|
|
|
}); |
|
369
|
|
|
} |
|
370
|
|
|
} |
|
371
|
|
|
|
academico-sis /
academico
