TD3.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c7c7f6ed",
   "metadata": {},
   "outputs": [],
   "source": [
    "def lire_fichier(chemin):\n",
    "    with open(chemin, encoding = 'utf-8') as f:\n",
    "        chaine = f.read()\n",
    "    return chaine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4dbc5200",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "txt/es_26404-0.txt\n",
      "102\n",
      "97\n",
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      "txt/en_4300-0.txt\n",
      "125\n",
      "120\n",
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      "txt/ch_25328-0.txt\n",
      "3509\n",
      "3504\n",
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      "txt/gr_39536-0.txt\n",
      "152\n",
      "147\n",
      "[[1, '#'], [1, '%'], [1, '@'], [1, 'Q'], [1, 'Ύ'], [1, '’'], [1, '\\ufeff'], [2, '$'], [2, '&'], [2, 'X'], [2, '['], [2, ']'], [2, 'z'], [2, 'Ζ'], [2, 'ϋ'], [4, 'J'], [4, '«'], [4, 'ΐ'], [5, '»'], [5, 'Ή'], [6, '7'], [8, 'K'], [8, 'V'], [8, 'Ί'], [8, 'Ξ'], [9, '4'], [10, '8'], [10, 'q'], [11, '2'], [12, 'ϊ'], [13, '6'], [13, 'Ό'], [14, 'W'], [15, '9'], [15, 'Έ'], [16, 'Β'], [17, '5'], [17, 'Ά'], [20, '('], [20, ')'], [20, '0'], [22, '\"'], [22, '3'], [23, 'Φ'], [25, 'H'], [25, 'M'], [27, 'x'], [28, 'Y'], [36, 'Θ'], [38, 'B'], [38, 'C'], [41, 'Ω'], [41, '—'], [42, 'D'], [44, '*'], [44, 'U'], [52, 'L'], [56, 'Λ'], [58, 'O'], [59, 'N'], [61, 'F'], [62, '1'], [63, 'Π'], [65, 'Γ'], [68, 'R'], [68, 'S'], [80, 'Ε'], [83, 'A'], [83, 'Υ'], [84, 'j'], [86, 'Η'], [90, '!'], [90, 'Δ'], [96, 'I'], [98, 'Ι'], [103, 'T'], [106, 'v'], [108, 'P'], [108, 'ψ'], [114, 'G'], [117, ';'], [120, 'E'], [121, 'Χ'], [131, 'Ν'], [132, 'k'], [158, 'Μ'], [174, '·'], [179, 'Τ'], [210, 'Κ'], [213, 'Ρ'], [217, 'ξ'], [225, 'ζ'], [247, 'b'], [265, 'Ο'], [267, 'w'], [298, 'Σ'], [305, 'y'], [308, 'g'], [320, 'f'], [331, 'p'], [348, 'm'], [382, 'Α'], [392, 'β'], [414, \"'\"], [423, 'l'], [469, 'u'], [483, 'ώ'], [490, 'd'], [501, 'h'], [519, 'ή'], [558, 'φ'], [571, 'c'], [663, 'ύ'], [703, 'θ'], [705, 's'], [717, 'χ'], [731, '.'], [772, 'δ'], [830, 'ω'], [942, 'a'], [948, 'γ'], [990, ','], [1003, 'n'], [1026, 'i'], [1064, 'έ'], [1105, 'r'], [1198, 'ό'], [1199, 'ί'], [1321, 'o'], [1424, 't'], [1575, 'λ'], [1637, 'ά'], [1719, 'e'], [1780, 'η'], [1906, 'μ'], [1929, 'υ'], [1950, 'π'], [1954, 'κ'], [1970, 'σ'], [2054, 'ς'], [2191, 'ρ'], [2723, 'ε'], [3219, 'ν'], [3385, 'ι'], [4075, 'τ'], [4221, 'ο'], [5466, 'α']]\n",
      "txt/de_69094-0.txt\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "137\n",
      "132\n",
      "[[1, '\\\\'], [1, '§'], [1, 'ó'], [1, 'ι'], [1, 'μ'], [1, 'ξ'], [1, 'ο'], [1, 'π'], [1, 'ς'], [1, 'χ'], [1, 'ἀ'], [1, 'έ'], [1, 'ῶ'], [1, '⅔'], [1, '⅛'], [1, '⅜'], [1, '−'], [1, '\\ufeff'], [2, '$'], [2, '·'], [2, 'Ö'], [2, 'è'], [2, 'τ'], [2, 'ό'], [2, '⁰'], [2, '₀'], [3, 'ß'], [3, 'à'], [3, 'α'], [3, 'β'], [3, 'ν'], [3, '‚'], [4, '~'], [4, 'á'], [4, '⅕'], [6, 'Ä'], [6, 'Ü'], [7, \"'\"], [8, '['], [8, ']'], [8, '⅓'], [9, '%'], [11, '¾'], [15, 'ë'], [16, '*'], [16, '’'], [20, 'ï'], [22, '\"'], [26, '¼'], [28, 'Y'], [29, '?'], [31, '!'], [53, 'é'], [62, '°'], [67, '“'], [95, 'X'], [121, '„'], [137, '#'], [152, '½'], [155, 'Q'], [176, 'q'], [425, '{'], [425, '}'], [429, '_'], [517, 'J'], [709, '7'], [811, 'j'], [834, 'U'], [836, 'O'], [926, 'C'], [944, 'I'], [967, '6'], [1103, 'x'], [1105, '4'], [1132, ';'], [1265, '9'], [1431, 'Z'], [1455, '5'], [1594, '3'], [1600, 'W'], [1659, '='], [1756, '8'], [1853, 'N'], [1918, 'L'], [1972, 'F'], [2113, 'R'], [2252, '2'], [2608, 'G'], [2661, 'y'], [2823, 'V'], [2832, 'T'], [2904, '0'], [2958, 'H'], [3028, 'P'], [3118, 'M'], [3142, 'E'], [3241, 'ö'], [3433, '1'], [3557, '('], [3590, ')'], [4125, 'B'], [4184, 'D'], [4329, 'ü'], [4506, 'K'], [4961, 'A'], [6563, 'v'], [6571, 'S'], [7446, 'ä'], [8759, 'p'], [9448, 'z'], [10787, 'w'], [12824, '.'], [13296, 'k'], [13908, '+'], [15466, ','], [15976, 'b'], [16931, 'f'], [21666, 'm'], [26906, 'o'], [28715, 'c'], [31564, 'g'], [37435, 'd'], [37891, 'l'], [40322, 'u'], [41270, 'h'], [47053, 'a'], [52621, 's'], [53383, 't'], [68636, 'r'], [72008, 'i'], [93589, 'n'], [145854, 'e']]\n",
      "txt/da_24747-0.txt\n",
      "108\n",
      "103\n",
      "[[1, '#'], [1, '%'], [1, 'Q'], [1, 'É'], [1, 'Ü'], [1, 'à'], [1, 'á'], [1, 'ó'], [1, '\\ufeff'], [2, '$'], [2, '@'], [2, 'ä'], [2, 'å'], [2, 'ê'], [2, '”'], [3, '='], [3, 'ü'], [3, 'ɔ'], [5, 'z'], [7, \"'\"], [8, '†'], [11, 'X'], [11, 'q'], [17, 'ô'], [22, '\"'], [22, 'Z'], [25, 'â'], [55, '['], [55, ']'], [66, '*'], [67, 'W'], [88, 'Æ'], [93, 'C'], [93, 'Y'], [107, 'é'], [115, 'x'], [122, '('], [122, ')'], [144, '3'], [151, '5'], [152, '6'], [157, '?'], [162, '7'], [171, 'Ø'], [175, 'U'], [177, '4'], [234, '8'], [282, '2'], [306, '0'], [384, '’'], [452, '9'], [489, '„'], [492, 'I'], [495, '“'], [560, 'O'], [590, 'J'], [739, 'P'], [742, 'c'], [792, 'N'], [800, 'w'], [820, '!'], [828, ';'], [850, 'E'], [861, 'V'], [870, 'R'], [968, 'A'], [989, '1'], [1036, 'L'], [1073, 'G'], [1119, 'F'], [1142, 'M'], [1222, 'T'], [1325, 'B'], [1426, 'D'], [1581, 'K'], [1720, 'H'], [1986, '_'], [2124, 'y'], [2487, 'p'], [2600, 'ø'], [2628, 'b'], [3059, 'æ'], [3202, 'S'], [3400, '.'], [3453, 'f'], [3499, 'j'], [4039, 'h'], [4677, 'u'], [4951, 'v'], [5642, 'k'], [5740, ','], [7351, 'm'], [10247, 'g'], [10302, 'l'], [10903, 'o'], [10962, 'i'], [12407, 's'], [13359, 't'], [14595, 'd'], [17606, 'r'], [18288, 'a'], [18440, 'n'], [30211, 'e']]\n",
      "txt/it_21425-0.txt\n",
      "96\n",
      "91\n",
      "[[1, '#'], [1, '%'], [1, 'ü'], [1, '\\ufeff'], [2, '$'], [2, '@'], [2, 'í'], [3, 'ô'], [4, 'J'], [6, 'K'], [6, 'Z'], [7, '['], [7, ']'], [11, '6'], [14, 'W'], [16, 'È'], [17, '8'], [22, '\"'], [22, '3'], [25, '5'], [26, '0'], [27, 'x'], [28, '*'], [28, 'Y'], [30, '9'], [31, '7'], [35, '2'], [36, '4'], [38, 'X'], [38, '_'], [43, 'H'], [47, '('], [47, ')'], [95, 'j'], [99, '1'], [119, 'U'], [128, 'k'], [181, 'Q'], [203, 'V'], [242, 'N'], [264, 'w'], [276, 'R'], [301, 'y'], [369, 'O'], [453, 'T'], [495, 'P'], [516, 'B'], [528, 'L'], [561, '»'], [582, 'C'], [585, 'F'], [613, 'D'], [636, 'I'], [668, 'S'], [674, '?'], [706, 'G'], [731, 'ì'], [900, 'E'], [917, 'à'], [920, 'ù'], [1066, 'A'], [1159, 'è'], [1234, '«'], [1271, '!'], [1309, 'M'], [1423, 'ò'], [2937, ';'], [3163, 'z'], [4354, 'q'], [4365, \"'\"], [5685, 'b'], [6597, 'f'], [8053, 'h'], [8439, '.'], [12122, 'g'], [12325, ','], [13853, 'm'], [15610, 'v'], [16360, 'p'], [19658, 'u'], [24038, 'd'], [27712, 'c'], [33650, 't'], [33674, 's'], [38288, 'r'], [41382, 'l'], [41598, 'n'], [55042, 'o'], [59523, 'i'], [71043, 'e'], [77859, 'a']]\n",
      "txt/po_29484-0.txt\n",
      "108\n",
      "103\n",
      "[[1, '#'], [1, '%'], [1, 'Õ'], [1, 'æ'], [1, 'ú'], [1, '\\ufeff'], [2, '@'], [2, 'Ó'], [2, 'à'], [2, 'í'], [3, '$'], [6, '='], [10, 'K'], [11, 'Z'], [12, 'Ã'], [12, 'Ç'], [14, 'W'], [20, 'Á'], [22, 'ª'], [22, 'É'], [24, 'ê'], [26, '\"'], [28, 'Y'], [30, '['], [30, ']'], [37, 'º'], [41, '7'], [43, '6'], [43, '?'], [43, 'X'], [44, '5'], [49, 'Q'], [58, 'ô'], [65, '4'], [70, '!'], [93, '*'], [95, '2'], [107, '('], [107, ')'], [114, 'H'], [116, 'ó'], [134, '9'], [143, 'U'], [150, '3'], [152, 'k'], [157, '0'], [186, 'J'], [186, '»'], [200, 'F'], [203, '8'], [203, 'V'], [209, ';'], [213, 'B'], [231, 'G'], [256, 'õ'], [260, 'w'], [273, 'T'], [281, 'M'], [291, '«'], [310, 'D'], [329, 'é'], [330, 'N'], [346, 'R'], [360, 'L'], [405, 'y'], [414, 'I'], [436, 'x'], [441, 'S'], [459, \"'\"], [462, '1'], [484, 'E'], [515, 'á'], [532, 'O'], [535, 'C'], [628, 'j'], [640, '_'], [641, 'P'], [768, 'A'], [838, 'z'], [1354, 'ç'], [1719, 'ã'], [1930, 'b'], [2004, 'q'], [2242, '.'], [2551, 'h'], [2632, 'f'], [3130, 'g'], [3334, 'v'], [3529, ','], [5979, 'p'], [6545, 'l'], [7821, 'c'], [9005, 'u'], [9151, 'm'], [11463, 't'], [11996, 'd'], [12308, 'n'], [15094, 'i'], [16337, 'r'], [16729, 's'], [24159, 'o'], [26870, 'e'], [27835, 'a']]\n",
      "txt/du_18066-0.txt\n",
      "94\n",
      "89\n",
      "[[1, '#'], [1, '%'], [1, 'Ï'], [1, 'à'], [1, '\\ufeff'], [2, '$'], [2, '@'], [2, 'ê'], [3, 'Q'], [6, '\\xa0'], [7, 'X'], [10, 'ò'], [17, '['], [17, ']'], [18, '?'], [21, '!'], [21, '('], [21, ')'], [31, 'q'], [34, '*'], [34, 'Y'], [44, '8'], [45, '7'], [51, 'ï'], [52, 'x'], [54, '6'], [54, '9'], [61, 'ó'], [65, '3'], [72, 'K'], [75, '5'], [78, '_'], [94, '4'], [94, 'ë'], [95, '2'], [95, 'J'], [104, 'é'], [105, 'U'], [113, 'W'], [136, ';'], [154, 'F'], [170, 'L'], [172, 'B'], [177, 'R'], [189, \"'\"], [192, '1'], [193, '0'], [214, 'V'], [231, '\"'], [275, 'P'], [275, 'Z'], [278, 'N'], [325, 'y'], [329, 'G'], [378, 'A'], [419, 'M'], [421, 'T'], [434, 'O'], [516, 'I'], [520, 'E'], [593, 'S'], [708, 'H'], [889, 'C'], [1039, 'D'], [2146, 'f'], [4001, '.'], [4090, 'p'], [4597, 'c'], [5127, 'b'], [5371, 'z'], [5529, ','], [5637, 'j'], [5988, 'w'], [6121, 'u'], [6794, 'k'], [7395, 'm'], [8297, 'v'], [10715, 'h'], [10772, 'g'], [10954, 's'], [12314, 'l'], [18570, 't'], [18837, 'r'], [19601, 'i'], [20736, 'd'], [21138, 'o'], [25152, 'a'], [36962, 'n'], [62311, 'e']]\n",
      "txt/fr_13846-0.txt\n",
      "105\n",
      "100\n",
      "[[1, '#'], [1, '%'], [1, 'À'], [1, '\\ufeff'], [2, '$'], [2, '@'], [3, 'Î'], [4, 'Ç'], [4, 'ë'], [11, 'K'], [11, '°'], [14, 'ï'], [18, 'W'], [19, 'Ê'], [22, '\"'], [29, '!'], [30, '9'], [37, 'Y'], [38, '8'], [40, '7'], [41, '0'], [41, 'È'], [44, '5'], [44, 'X'], [57, '('], [57, ')'], [61, '3'], [63, '»'], [67, '«'], [68, '2'], [77, '4'], [101, '*'], [109, 'Q'], [115, '6'], [117, '['], [117, ']'], [124, 'H'], [131, 'F'], [133, 'É'], [134, 'B'], [147, 'V'], [147, 'k'], [154, 'G'], [169, 'J'], [194, 'U'], [208, 'û'], [216, '?'], [218, 'ù'], [220, 'ô'], [239, '1'], [284, 'w'], [330, 'â'], [331, 'R'], [332, 'î'], [377, 'P'], [419, 'L'], [430, 'N'], [430, 'z'], [436, '_'], [438, 'ç'], [463, 'A'], [490, 'T'], [509, 'O'], [545, 'S'], [571, 'M'], [611, 'C'], [847, 'I'], [1072, 'E'], [1194, 'D'], [1450, ';'], [1583, 'è'], [1697, 'y'], [1787, 'ê'], [2078, 'x'], [2221, 'à'], [2893, '.'], [3473, 'b'], [3585, 'g'], [3759, 'j'], [4119, 'h'], [5395, 'f'], [7005, 'v'], [8826, ','], [8961, \"'\"], [9744, 'é'], [11104, 'q'], [15531, 'm'], [15947, 'p'], [17791, 'd'], [18546, 'c'], [26686, 'l'], [32301, 'o'], [32496, 'a'], [32965, 'r'], [36903, 'u'], [39057, 'i'], [40000, 't'], [40663, 'n'], [47196, 's'], [88671, 'e']]\n"
     ]
    }
   ],
   "source": [
    "import glob, re\n",
    "dic_langues = {}\n",
    "for chemin in glob.glob(\"txt/*\"):\n",
    "    print(chemin)\n",
    "    chaine = lire_fichier(chemin)\n",
    "    nom_fichier = re.split(\"/\", chemin)[-1]\n",
    "    nom_langue = nom_fichier[:2]\n",
    "    dic_caracteres = {}\n",
    "        \n",
    "    for carac in chaine:\n",
    "        if carac not in dic_caracteres:\n",
    "            dic_caracteres[carac]=1\n",
    "        else:\n",
    "            dic_caracteres[carac]+=1\n",
    "    print(len(dic_caracteres))\n",
    "    for ponctuation in [\" \", \":\", \"\\n\", \"/\", \"-\"]:\n",
    "        if ponctuation in dic_caracteres:\n",
    "            del dic_caracteres[ponctuation]\n",
    "    print(len(dic_caracteres))\n",
    "\n",
    "    liste_tri = []\n",
    "    for caractere, effectif in dic_caracteres.items():\n",
    "        liste_tri.append([effectif, caractere])\n",
    "    liste_tri = sorted(liste_tri)\n",
    "    print(liste_tri)\n",
    "    dic_langues[nom_langue] = liste_tri\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "823b9ed6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "es\ten\tch\tgr\tde\tda\tit\tpo\tdu\tfr\n",
      "----------------------------------------------------------------------------------------------------\n",
      "e\te\t，\tα\te\te\ta\ta\te\te\n",
      "a\tt\t。\tο\tn\tn\te\te\tn\ts\n",
      "o\ta\te\tτ\ti\ta\ti\to\ta\tn\n",
      "s\to\t不\tι\tr\tr\to\ts\to\tt\n",
      "r\tn\tt\tν\tt\td\tn\tr\td\ti\n",
      "n\ti\t一\tε\ts\tt\tl\ti\ti\tu\n",
      "i\ts\to\tρ\ta\ts\tr\tn\tr\tr\n",
      "l\tr\t人\tς\th\ti\ts\td\tt\ta\n",
      "t\th\tr\tσ\tu\to\tt\tt\tl\to\n"
     ]
    }
   ],
   "source": [
    "    liste_langues = dic_langues.keys()\n",
    "    print(\"\\t\".join(liste_langues))\n",
    "    print(\"-\"*100)\n",
    "    for cpt in range (1, 10):\n",
    "        l = []\n",
    "        for langue in liste_langues:\n",
    "            l.append(dic_langues[langue][-cpt][1])\n",
    "        print(\"\\t\".join(l))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a91c4427",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "txt/es_26404-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'La', 'nariz', 'de', 'un', 'notario,']\n",
      "1\n",
      "[[4, 'T'], [4, 'u'], [4, 'w'], [5, 'L'], [5, 'P'], [5, 'i'], [6, 'n'], [6, 'o'], [6, 't'], [8, 'a']]\n",
      "2\n",
      "[[4, 'B'], [4, 'u'], [5, 't'], [7, 'e'], [7, 'i'], [7, 'r'], [8, 'a'], [8, 'h'], [8, 'o'], [10, 'n']]\n",
      "3\n",
      "[[3, 'd'], [3, 'l'], [3, 'm'], [3, 's'], [3, 'y'], [4, 'a'], [5, 'r'], [6, 'e'], [8, 'o'], [9, 't']]\n",
      "4\n",
      "[[2, 'n'], [2, 's'], [2, 'y'], [3, 'h'], [3, 'l'], [4, 't'], [4, 'u'], [5, 'i'], [8, 'o'], [9, 'e']]\n",
      "5\n",
      "[[1, 'i'], [2, 't'], [2, 'z'], [3, 'e'], [3, 'o'], [3, 'u'], [4, 'k'], [5, 'r'], [6, 's'], [8, 'n']]\n",
      "6\n",
      "[[1, 'r'], [1, 'u'], [2, 'a'], [2, 'b'], [2, 't'], [3, 'c'], [3, 'd'], [4, 'i'], [4, 's'], [5, 'e']]\n",
      "7\n",
      "[[1, ']'], [1, 'a'], [1, 'b'], [1, 'c'], [1, 'g'], [1, 'h'], [1, 'r'], [2, 'o'], [3, 't'], [7, 'e']]\n",
      "8\n",
      "[[1, ','], [1, 'R'], [1, 'u'], [1, 'v'], [2, 'd'], [2, 'r'], [2, 't'], [3, 'e']]\n",
      "9\n",
      "[[1, ':'], [1, 'G'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 'o'], [1, 't'], [2, 'g']]\n",
      "10\n",
      "[[1, 'b'], [1, 'e'], [1, 'o'], [2, 'r']]\n",
      "11\n",
      "[[1, '.'], [1, ':'], [1, 'd'], [1, 'e'], [1, 'n']]\n",
      "12\n",
      "[[1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'g']]\n",
      "14\n",
      "[[1, '.']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n",
      "txt/en_4300-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'eBook', 'of', 'Ulysses,', 'by', 'James', 'Joyce', 'This']\n",
      "1\n",
      "[[3, 'y'], [4, 'J'], [4, 'U'], [4, 'c'], [4, 'e'], [7, 'i'], [7, 'w'], [9, 'o'], [10, 'a'], [12, 't']]\n",
      "2\n",
      "[[4, 'B'], [6, 'e'], [6, 'f'], [6, 'i'], [6, 'r'], [7, 'a'], [8, 't'], [11, 'n'], [14, 'h'], [18, 'o']]\n",
      "3\n",
      "[[3, 's'], [4, 'a'], [4, 'r'], [5, 'c'], [5, 'u'], [6, 'i'], [6, 'o'], [7, 'y'], [8, 't'], [13, 'e']]\n",
      "4\n",
      "[[2, 'j'], [2, 'n'], [2, 'y'], [3, 'c'], [3, 'h'], [4, 'l'], [6, 's'], [7, 'o'], [9, 't'], [13, 'e']]\n",
      "5\n",
      "[[1, 'm'], [1, 'o'], [1, 'u'], [2, 'g'], [3, 't'], [4, 'r'], [5, 'k'], [5, 'n'], [9, 's'], [10, 'e']]\n",
      "6\n",
      "[[1, 'i'], [1, 'o'], [1, 't'], [1, 'u'], [2, 'c'], [2, 'r'], [3, 'b'], [3, 'd'], [4, 's'], [9, 'e']]\n",
      "7\n",
      "[[1, ','], [1, ':'], [1, 'c'], [1, 'r'], [1, 'y'], [2, 'd'], [2, 's'], [3, 't'], [7, 'e']]\n",
      "8\n",
      "[[1, ','], [1, 'd'], [1, 't'], [1, 'v'], [2, 'e'], [3, 'r']]\n",
      "9\n",
      "[[1, 'e'], [1, 'i'], [1, 'n'], [2, 'g']]\n",
      "10\n",
      "[[1, 'b'], [1, 'o'], [1, 'r']]\n",
      "11\n",
      "[[1, '.'], [1, 'e'], [1, 'n']]\n",
      "12\n",
      "[[1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'g']]\n",
      "14\n",
      "[[1, '.']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n",
      "18\n",
      "[[1, '.']]\n",
      "txt/ch_25328-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'Tou', 'Peng', 'Hsien', 'Hua,', 'by']\n",
      "1\n",
      "[[3, 'G'], [3, 'e'], [4, 'w'], [5, 'i'], [5, 't'], [6, 'T'], [6, 'o'], [7, 'P'], [7, 'a'], [8, 'H']]\n",
      "2\n",
      "[[5, 'a'], [5, 'r'], [5, 't'], [6, 's'], [7, 'i'], [7, 'n'], [8, 'e'], [8, 'h'], [8, 'u'], [9, 'o']]\n",
      "3\n",
      "[[3, 'c'], [3, 'u'], [4, 'e'], [4, 's'], [4, 'y'], [5, 'a'], [6, 'n'], [7, 'o'], [8, 'i'], [8, 't']]\n",
      "4\n",
      "[[2, 'm'], [2, 'n'], [2, 's'], [2, 'u'], [2, 'y'], [3, 't'], [4, 'g'], [5, 'h'], [7, 'o'], [10, 'e']]\n",
      "5\n",
      "[[2, 'N'], [2, 'a'], [2, 'i'], [2, 'o'], [2, 'r'], [3, 'k'], [3, 'u'], [4, 's'], [5, 'e'], [7, 'n']]\n",
      "6\n",
      "[[1, 'r'], [1, 't'], [1, 'u'], [1, '人'], [1, '炙'], [2, 'b'], [2, 'i'], [3, 's'], [4, 'c'], [4, 'e']]\n",
      "7\n",
      "[[1, 'T'], [1, ']'], [1, 'c'], [1, 'g'], [1, 'n'], [1, 'r'], [1, '人'], [1, '徐'], [5, 't'], [8, 'e']]\n",
      "8\n",
      "[[1, 'R'], [1, 'a'], [1, 'g'], [1, 't'], [1, 'v'], [1, '口'], [1, '菊'], [2, 'd'], [2, 'r'], [4, 'e']]\n",
      "9\n",
      "[[1, 'G'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 'r'], [1, 't'], [1, '潭'], [1, '，'], [2, ':'], [2, 'g']]\n",
      "10\n",
      "[[1, 'b'], [1, 'r'], [1, '惜'], [1, '有'], [2, 'o']]\n",
      "11\n",
      "[[1, '.'], [1, 'e'], [1, 'n'], [1, 'r'], [1, '《'], [1, '乎']]\n",
      "12\n",
      "[[1, ':'], [1, 'r'], [1, 's'], [1, '人'], [1, '豆']]\n",
      "13\n",
      "[[1, 'g'], [1, '棚'], [1, '遐']]\n",
      "14\n",
      "[[1, '.'], [1, '世'], [1, '吟']]\n",
      "15\n",
      "[[1, 'o'], [1, '》'], [1, '遠']]\n",
      "16\n",
      "[[1, 'r'], [1, '、'], [1, '一']]\n",
      "17\n",
      "[[1, 'g'], [1, '冊'], [1, '湮']]\n",
      "18\n",
      "[[1, '沒'], [1, '，']]\n",
      "19\n",
      "[[1, '其'], [1, '無']]\n",
      "20\n",
      "[[1, '傳'], [1, '所']]\n",
      "21\n",
      "[[1, '詠'], [1, '，']]\n",
      "22\n",
      "[[1, '古'], [1, '至']]\n",
      "23\n",
      "[[1, '今'], [1, '風']]\n",
      "24\n",
      "[[1, '、'], [1, '高']]\n",
      "25\n",
      "[[1, '人'], [1, '律']]\n",
      "26\n",
      "[[1, '絕'], [1, '韻']]\n",
      "27\n",
      "[[1, '士'], [1, '諸']]\n",
      "28\n",
      "[[1, '每'], [1, '篇']]\n",
      "29\n",
      "[[1, '到'], [1, '，']]\n",
      "30\n",
      "[[1, '俱'], [1, '秋']]\n",
      "31\n",
      "[[1, '宇'], [1, '風']]\n",
      "32\n",
      "[[1, '宙'], [1, '豆']]\n",
      "33\n",
      "[[1, '古'], [1, '熟']]\n",
      "34\n",
      "[[1, '之'], [1, '今']]\n",
      "35\n",
      "[[1, '奇'], [1, '際']]\n",
      "36\n",
      "[[1, '情'], [1, '，']]\n",
      "37\n",
      "[[1, '快'], [1, '誦']]\n",
      "txt/gr_39536-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'Agamemnon,', 'by', 'Aeschylous', 'This', 'eBook']\n",
      "1\n",
      "[[4, 'P'], [4, 'b'], [4, 'w'], [5, 'G'], [5, 'T'], [5, 'i'], [6, 'o'], [7, 'A'], [7, 'a'], [7, 't']]\n",
      "2\n",
      "[[4, 'B'], [4, 'y'], [5, 'i'], [5, 't'], [6, 'a'], [7, 'n'], [8, 'e'], [9, 'h'], [10, 'r'], [14, 'o']]\n",
      "3\n",
      "[[3, 'c'], [3, 'l'], [3, 'r'], [4, 'n'], [4, 'y'], [7, 'e'], [7, 's'], [8, 'a'], [9, 'o'], [9, 't']]\n",
      "4\n",
      "[[2, 'l'], [3, 'i'], [3, 's'], [3, 'y'], [4, 'h'], [4, 'm'], [4, 'n'], [4, 't'], [9, 'o'], [10, 'e']]\n",
      "5\n",
      "[[2, 'o'], [2, 'r'], [2, 't'], [3, 'a'], [3, 'h'], [3, 'u'], [4, 'k'], [5, 's'], [6, 'e'], [8, 'n']]\n",
      "6\n",
      "[[2, 'd'], [2, 'o'], [2, 'r'], [2, 's'], [2, 'y'], [3, 'a'], [3, 'm'], [4, 'c'], [4, 'i'], [5, 'e']]\n",
      "7\n",
      "[[1, 'c'], [1, 'd'], [1, 'g'], [1, 'i'], [1, 'r'], [1, 's'], [2, 'l'], [4, 't'], [5, 'n'], [8, 'e']]\n",
      "8\n",
      "[[1, 'R'], [1, 'g'], [1, 'i'], [1, 's'], [1, 'v'], [2, 'r'], [3, 'd'], [3, 't'], [4, 'e'], [4, 'o']]\n",
      "9\n",
      "[[1, 'N'], [1, 'c'], [1, 'e'], [1, 'o'], [1, 'r'], [2, ':'], [2, 'g'], [2, 'i'], [2, 'u'], [3, 'n']]\n",
      "10\n",
      "[[1, ','], [1, 'b'], [1, 'n'], [1, 'o'], [2, 'r'], [2, 's']]\n",
      "11\n",
      "[[1, '.'], [1, ':'], [1, 'e'], [1, 'i'], [1, 'n']]\n",
      "12\n",
      "[[1, 'd'], [1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'e'], [1, 'g']]\n",
      "14\n",
      "[[1, '.'], [1, 's']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n",
      "txt/de_69094-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'eBook', 'of', 'Lehrbuch', 'der', 'Toxikologie', 'für', 'Tierärzte,']\n",
      "1\n",
      "[[3, 'u'], [3, 'y'], [4, 'c'], [4, 'e'], [5, 'T'], [7, 'i'], [7, 'w'], [9, 'o'], [10, 'a'], [12, 't']]\n",
      "2\n",
      "[[4, 'B'], [4, 'a'], [6, 'f'], [7, 'i'], [7, 'r'], [8, 'e'], [8, 't'], [11, 'n'], [14, 'h'], [18, 'o']]\n",
      "3\n",
      "[[3, 'y'], [4, 'a'], [4, 'c'], [4, 'h'], [5, 'u'], [6, 'i'], [6, 'o'], [6, 't'], [8, 'r'], [14, 'e']]\n",
      "4\n",
      "[[2, 'n'], [2, 'y'], [3, 'h'], [3, 'i'], [4, 'l'], [4, 'r'], [4, 's'], [7, 'o'], [9, 'e'], [9, 't']]\n",
      "5\n",
      "[[1, 'u'], [1, 'ä'], [2, 'b'], [2, 'g'], [3, 't'], [4, 'r'], [5, 's'], [7, 'k'], [7, 'n'], [8, 'e']]\n",
      "6\n",
      "[[1, 'i'], [1, 't'], [2, 'b'], [2, 'c'], [2, 'r'], [3, 'd'], [3, 'o'], [3, 's'], [3, 'u'], [8, 'e']]\n",
      "7\n",
      "[[1, ','], [1, 'y'], [1, 'z'], [2, 'd'], [2, 'l'], [2, 'r'], [3, 'c'], [3, 't'], [5, 'e']]\n",
      "8\n",
      "[[1, 'd'], [1, 'v'], [2, 'e'], [2, 'h'], [2, 'o'], [2, 'r'], [2, 't']]\n",
      "9\n",
      "[[1, 'i'], [1, 'n'], [2, 'e'], [4, 'g']]\n",
      "10\n",
      "[[1, ','], [1, 'b'], [1, 'o'], [1, 'r'], [2, 'i']]\n",
      "11\n",
      "[[1, '.'], [1, 'n'], [3, 'e']]\n",
      "12\n",
      "[[1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'g']]\n",
      "14\n",
      "[[1, '.']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n",
      "18\n",
      "[[1, '.']]\n",
      "txt/da_24747-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'Samlede', 'værker,', 'by', 'Jeppe', 'Aakjær']\n",
      "1\n",
      "[[3, 'L'], [3, 'e'], [4, 'T'], [4, 'w'], [5, 'P'], [5, 'S'], [5, 'i'], [6, 'o'], [6, 't'], [9, 'a']]\n",
      "2\n",
      "[[3, 'u'], [4, 'B'], [6, 'r'], [7, 'i'], [8, 'e'], [8, 'o'], [8, 't'], [9, 'a'], [9, 'h'], [9, 'n']]\n",
      "3\n",
      "[[3, 'm'], [3, 'n'], [3, 's'], [3, 'y'], [4, 'a'], [4, 'p'], [6, 'r'], [7, 'e'], [7, 'o'], [9, 't']]\n",
      "4\n",
      "[[2, 's'], [2, 'y'], [3, 'h'], [3, 'p'], [4, 'j'], [4, 'l'], [4, 't'], [5, 'i'], [8, 'o'], [10, 'e']]\n",
      "5\n",
      "[[2, 'h'], [2, 'o'], [2, 'æ'], [3, 'E'], [3, 'k'], [3, 'r'], [3, 'u'], [7, 's'], [8, 'n'], [9, 'e']]\n",
      "6\n",
      "[[1, 'o'], [1, 'u'], [2, 'b'], [2, 's'], [2, 't'], [3, 'd'], [3, 'i'], [4, 'c'], [6, 'r'], [7, 'e']]\n",
      "7\n",
      "[[1, 'T'], [1, ']'], [1, 'b'], [1, 'c'], [1, 'g'], [1, 'n'], [1, 'r'], [2, 'E'], [4, 't'], [11, 'e']]\n",
      "8\n",
      "[[1, 'a'], [1, 'g'], [1, 'n'], [1, 't'], [1, 'u'], [1, 'v'], [1, 'w'], [2, 'd'], [2, 'r'], [4, 'e']]\n",
      "9\n",
      "[[1, 'd'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 'r'], [1, 's'], [1, 't'], [1, 'w'], [2, ':'], [2, 'g']]\n",
      "10\n",
      "[[1, 'b'], [1, 'i'], [1, 'o'], [1, 'r'], [1, 'w'], [2, 'e']]\n",
      "11\n",
      "[[1, 'd'], [1, 'e'], [2, '.'], [3, 'n']]\n",
      "12\n",
      "[[1, 'g'], [1, 'p'], [1, 'r'], [1, 's']]\n",
      "13\n",
      "[[2, 'g']]\n",
      "14\n",
      "[[1, '.'], [1, 'd']]\n",
      "15\n",
      "[[1, 'o'], [1, 'p']]\n",
      "16\n",
      "[[1, '.'], [1, 'r']]\n",
      "17\n",
      "[[1, 'g'], [1, 'n']]\n",
      "18\n",
      "[[1, 'e']]\n",
      "19\n",
      "[[1, 't']]\n",
      "txt/it_21425-0.txt\n",
      "['\\ufeffProject', \"Gutenberg's\", 'Le', 'rive', 'della', 'Bormida', 'nel', '1794,', 'by', 'Giuseppe']\n",
      "1\n",
      "[[4, 'T'], [4, 'n'], [4, 'r'], [4, 'w'], [5, 'G'], [5, 'L'], [5, 'i'], [5, 'o'], [6, 't'], [8, 'a']]\n",
      "2\n",
      "[[3, 'u'], [4, 'E'], [5, 'r'], [6, 'a'], [6, 't'], [7, 'h'], [8, 'n'], [8, 'o'], [10, 'i'], [12, 'e']]\n",
      "3\n",
      "[[3, 'u'], [3, 'v'], [4, 'o'], [4, 'y'], [5, 'a'], [5, 'e'], [5, 's'], [6, 'r'], [7, 'l'], [7, 't']]\n",
      "4\n",
      "[[2, 'y'], [3, 'h'], [3, 'm'], [4, '4'], [4, 's'], [4, 't'], [5, 'a'], [6, 'l'], [6, 'o'], [9, 'e']]\n",
      "5\n",
      "[[1, 'j'], [2, 'k'], [3, 'a'], [3, 'i'], [3, 'o'], [3, 'u'], [4, 's'], [5, 'e'], [5, 'r'], [7, 'n']]\n",
      "6\n",
      "[[1, 'u'], [2, 'a'], [2, 'b'], [2, 'c'], [2, 'p'], [2, 'r'], [2, 's'], [3, 'd'], [3, 'i'], [9, 'e']]\n",
      "7\n",
      "[[1, 'l'], [1, 'n'], [1, 'o'], [1, 'r'], [1, 's'], [2, 'a'], [2, 'c'], [2, 'p'], [2, 't'], [7, 'e']]\n",
      "8\n",
      "[[1, 'R'], [1, 'l'], [1, 'o'], [1, 'u'], [1, 'v'], [2, 'd'], [2, 'r'], [2, 't'], [5, 'e']]\n",
      "9\n",
      "[[1, ','], [1, ':'], [1, 'G'], [1, 'e'], [1, 'n'], [1, 't'], [2, 'g'], [2, 'i']]\n",
      "10\n",
      "[[1, \"'\"], [1, 'b'], [1, 'e'], [1, 'o'], [1, 'r']]\n",
      "11\n",
      "[[1, '.'], [1, 'd'], [1, 'e'], [1, 'n'], [1, 's']]\n",
      "12\n",
      "[[1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'g']]\n",
      "14\n",
      "[[1, '.']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n",
      "txt/po_29484-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'A', 'Revolução', 'Portugueza:', 'O', '31']\n",
      "1\n",
      "[[4, 'R'], [4, 'd'], [4, 'w'], [5, 'J'], [5, 'i'], [5, 't'], [6, 'A'], [6, 'o'], [7, 'a'], [9, 'P']]\n",
      "2\n",
      "[[4, 'B'], [4, 'u'], [5, 'i'], [5, 'r'], [5, 't'], [6, 'a'], [6, 'h'], [6, 'n'], [11, 'e'], [11, 'o']]\n",
      "3\n",
      "[[3, '9'], [3, 'd'], [3, 'l'], [3, 'n'], [3, 'v'], [3, 'y'], [4, 'e'], [7, 't'], [8, 'o'], [9, 'r']]\n",
      "4\n",
      "[[2, 'j'], [2, 'l'], [2, 's'], [3, 'g'], [3, 'h'], [3, 'r'], [3, 'y'], [6, 't'], [9, 'o'], [12, 'e']]\n",
      "5\n",
      "[[2, 'i'], [2, 'l'], [2, 't'], [3, 'k'], [3, 'o'], [3, 'r'], [4, 's'], [5, 'e'], [5, 'n'], [8, 'u']]\n",
      "6\n",
      "[[1, 't'], [2, 'a'], [2, 'b'], [2, 's'], [3, 'c'], [3, 'g'], [3, 'o'], [3, 'r'], [3, 'u'], [4, 'e']]\n",
      "7\n",
      "[[1, 'c'], [1, 'g'], [1, 'n'], [1, 'r'], [1, 'Ç'], [2, 'o'], [2, 'ç'], [3, 't'], [3, 'u'], [7, 'e']]\n",
      "8\n",
      "[[1, 'E'], [1, 'R'], [1, 'o'], [1, 't'], [1, 'v'], [1, 'Ã'], [2, 'd'], [2, 'r'], [2, 'ã'], [6, 'e']]\n",
      "9\n",
      "[[1, 'G'], [1, 'O'], [1, 'Z'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 's'], [2, 'g'], [2, 'o'], [2, 'z']]\n",
      "10\n",
      "[[1, 'A'], [1, 'b'], [1, 'e'], [1, 'o'], [1, 'r'], [2, 'a']]\n",
      "11\n",
      "[[1, '.'], [1, 'e'], [1, 'n'], [2, ':']]\n",
      "12\n",
      "[[1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'g']]\n",
      "14\n",
      "[[1, '.']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n",
      "txt/du_18066-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'Columbus,', 'by', 'J.S.C.', 'Abbott', 'This']\n",
      "1\n",
      "[[4, 'G'], [4, 'w'], [5, 'D'], [5, 'J'], [5, 'P'], [5, 'T'], [5, 'i'], [6, 't'], [7, 'o'], [9, 'a']]\n",
      "2\n",
      "[[4, 'B'], [4, 'u'], [6, 'a'], [6, 'i'], [7, 'h'], [7, 't'], [8, 'r'], [9, 'o'], [10, 'e'], [10, 'n']]\n",
      "3\n",
      "[[3, 'd'], [3, 'n'], [3, 's'], [3, 'y'], [4, 'a'], [5, 'r'], [6, 'e'], [7, 'l'], [7, 'o'], [11, 't']]\n",
      "4\n",
      "[[2, 's'], [2, 'y'], [3, 'd'], [3, 'h'], [3, 'l'], [4, '.'], [4, 't'], [4, 'u'], [8, 'e'], [10, 'o']]\n",
      "5\n",
      "[[2, 'o'], [2, 't'], [3, 'h'], [3, 'k'], [3, 'm'], [3, 'r'], [3, 'u'], [5, 's'], [6, 'n'], [7, 'e']]\n",
      "6\n",
      "[[2, 'B'], [2, 'i'], [2, 'n'], [2, 'r'], [2, 's'], [3, 'c'], [4, 'k'], [4, 't'], [5, 'b'], [5, 'e']]\n",
      "7\n",
      "[[1, 'b'], [1, 'c'], [1, 'r'], [1, 's'], [2, 'a'], [2, 'g'], [2, 'k'], [3, 't'], [3, 'u'], [8, 'e']]\n",
      "8\n",
      "[[1, 'a'], [1, 'm'], [1, 'u'], [1, 'v'], [1, 'w'], [2, 'd'], [2, 'r'], [2, 't'], [3, 's'], [5, 'e']]\n",
      "9\n",
      "[[1, 'd'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 'o'], [1, 't'], [1, 'w'], [2, ','], [2, 'g'], [2, 'r']]\n",
      "10\n",
      "[[1, 'b'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 'o'], [1, 'w'], [2, 'r']]\n",
      "11\n",
      "[[1, ':'], [1, 'd'], [1, 'e'], [2, '.'], [2, 'n']]\n",
      "12\n",
      "[[1, 'g'], [1, 'p'], [1, 'r'], [1, 's']]\n",
      "13\n",
      "[[2, 'g']]\n",
      "14\n",
      "[[1, '.'], [1, 'd']]\n",
      "15\n",
      "[[1, 'o'], [1, 'p']]\n",
      "16\n",
      "[[1, '.'], [1, 'r']]\n",
      "17\n",
      "[[1, 'g'], [1, 'n']]\n",
      "18\n",
      "[[1, 'e']]\n",
      "19\n",
      "[[1, 't']]\n",
      "20\n",
      "[[1, '/']]\n",
      "txt/fr_13846-0.txt\n",
      "['\\ufeffThe', 'Project', 'Gutenberg', 'EBook', 'of', 'Discours', 'de', 'la', 'méthode,', 'by']\n",
      "1\n",
      "[[3, 'l'], [3, 'm'], [3, 'u'], [4, 'P'], [4, 'w'], [5, 'i'], [5, 't'], [6, 'o'], [7, 'D'], [7, 'a']]\n",
      "2\n",
      "[[4, 'B'], [4, 'u'], [5, 't'], [6, 'o'], [6, 'r'], [7, 'a'], [7, 'h'], [7, 'n'], [8, 'i'], [12, 'e']]\n",
      "3\n",
      "[[3, 'c'], [3, 'd'], [3, 'r'], [3, 'y'], [4, 'a'], [4, 'n'], [5, 'e'], [6, 'o'], [7, 's'], [11, 't']]\n",
      "4\n",
      "[[2, 'l'], [2, 's'], [2, 'u'], [2, 'y'], [2, 'é'], [4, 'c'], [5, 'h'], [5, 't'], [8, 'e'], [8, 'o']]\n",
      "5\n",
      "[[1, 't'], [2, 'O'], [2, 'r'], [3, 'k'], [3, 'u'], [4, 'a'], [4, 'e'], [5, 's'], [6, 'n'], [6, 'o']]\n",
      "6\n",
      "[[1, 'o'], [2, 'b'], [2, 'i'], [2, 's'], [2, 't'], [3, 'r'], [3, 'u'], [4, 'c'], [4, 'd'], [6, 'e']]\n",
      "7\n",
      "[[1, ']'], [1, 'a'], [1, 'c'], [1, 'd'], [1, 'g'], [1, 'n'], [2, 'E'], [4, 'r'], [6, 't'], [9, 'e']]\n",
      "8\n",
      "[[1, ':'], [1, 'R'], [1, 'S'], [1, 'g'], [1, 't'], [1, 'v'], [2, 'd'], [2, 'r'], [2, 's'], [6, 'e']]\n",
      "9\n",
      "[[1, 'G'], [1, 'e'], [1, 'i'], [1, 'n'], [1, 'r'], [2, ':'], [2, 'g'], [2, 's']]\n",
      "10\n",
      "[[1, 'b'], [1, 'o'], [1, 'r']]\n",
      "11\n",
      "[[1, '.'], [1, 'e'], [1, 'n']]\n",
      "12\n",
      "[[1, 'r'], [1, 's']]\n",
      "13\n",
      "[[1, 'g']]\n",
      "14\n",
      "[[1, '.']]\n",
      "15\n",
      "[[1, 'o']]\n",
      "16\n",
      "[[1, 'r']]\n",
      "17\n",
      "[[1, 'g']]\n"
     ]
    }
   ],
   "source": [
    "for toto in glob.glob(\"txt/*\"):\n",
    "    print(toto)\n",
    "    chaine = lire_fichier(toto)\n",
    "    tokens = chaine.split()\n",
    "    print(tokens[:10])\n",
    "    dic = {}\n",
    "    for token in tokens[:100]:\n",
    "        position = 1\n",
    "        for caractere in token:\n",
    "            if position not in dic:\n",
    "                dic[position]={}\n",
    "\n",
    "            if caractere not in dic[position]:\n",
    "                dic[position][caractere] = 1\n",
    "            else:\n",
    "                dic[position][caractere] += 1\n",
    "            position = position+1\n",
    "    for position, dic_caracteres in dic.items():\n",
    "        liste_tri = []\n",
    "        for caractere, effectif in dic_caracteres.items():\n",
    "            liste_tri.append([effectif, caractere])\n",
    "        print(position)\n",
    "        print(sorted(liste_tri)[-10:])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b648e524",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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