Created
March 19, 2016 00:58
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| #!/usr/bin/env python3 | |
| from nltk.corpus import brown | |
| PUNCTUATION = "!\"#$%'()*+,-./:;<=>?@[\\]^_`{|}~" | |
| MIN_OCCURANCES = 20 | |
| # Hold a count of words | |
| countdict = {} | |
| # Results in form (count, leading word, following word) | |
| results = list() | |
| prev = "" | |
| # Itterate through every word | |
| # Previous word is stored in 'prev' | |
| for word in brown.words(): | |
| wl = word.lower() | |
| if wl in countdict: | |
| if prev in countdict[wl]: | |
| countdict[wl][prev] = countdict[wl][prev] + 1 | |
| else: | |
| countdict[wl][prev] = 1 | |
| else: | |
| countdict[wl] = {} | |
| prev = wl | |
| # Itterate through results filtering out punctuation and counts smaller than MIN_OCCURANCES | |
| for word in countdict: | |
| for prev in countdict[word]: | |
| if countdict[word][prev] > MIN_OCCURANCES: | |
| if (word not in PUNCTUATION) and (prev not in PUNCTUATION): | |
| results.append((countdict[word][prev], prev, word)) | |
| # Print results sorted by number of occurances | |
| for result in sorted(results, key=lambda result: result[0]): | |
| print(result) |
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Learn more about bidirectional Unicode characters
| (21, 'the', 'dictionary') | |
| (21, 'be', 'one') | |
| (21, '--', 'one') | |
| (21, 'my', 'life') | |
| (21, 'a', 'central') | |
| (21, 'as', 'any') | |
| (21, 'but', 'their') | |
| (21, 'an', 'increase') | |
| (21, 'the', 'increase') | |
| (21, 'had', 'found') | |
| (21, 'the', 'start') | |
| (21, 'his', 'death') | |
| (21, 'did', 'i') | |
| (21, 'he', "wouldn't") | |
| (21, 'a', 'cold') | |
| (21, 'some', 'people') | |
| (21, 'three', 'days') | |
| (21, 'of', 'nuclear') | |
| (21, 'ever', 'seen') | |
| (21, 'federal', 'government') | |
| (21, 'no', 'time') | |
| (21, 'at', 'present') | |
| (21, 'his', 'arms') | |
| (21, 'the', 'election') | |
| (21, 'had', 'only') | |
| (21, 'his', 'brother') | |
| (21, '``', 'on') | |
| (21, 'depend', 'on') | |
| (21, 'be', 'obtained') | |
| (21, 'to', 'measure') | |
| (21, 'an', 'average') | |
| (21, 'was', 'over') | |
| (21, 'at', 'them') | |
| (21, 'the', 'higher') | |
| (21, 'and', 'must') | |
| (21, 'given', 'him') | |
| (21, 'the', 'freedom') | |
| (21, 'on', 'both') | |
| (21, 'something', 'else') | |
| (21, 'the', 'formula') | |
| (21, 'this', 'type') | |
| (21, 'to', 'recognize') | |
| (21, 'we', 'did') | |
| (21, 'why', 'did') | |
| (21, 'her', 'first') | |
| (21, 'then', 'she') | |
| (21, 'available', 'in') | |
| (21, 'described', 'in') | |
| (21, 'faith', 'in') | |
| (21, 'had', 'in') | |
| (21, 'hand', 'in') | |
| (21, 'house', 'in') | |
| (21, 'children', 'in') | |
| (21, 'people', 'were') | |
| (21, '``', 'who') | |
| (21, 'in', 'relation') | |
| (21, 'the', 'atmosphere') | |
| (21, 'in', 'march') | |
| (21, 'nothing', 'more') | |
| (21, 'one', 'more') | |
| (21, 'same', 'thing') | |
| (21, 'front', 'door') | |
| (21, 'on', 'all') | |
| (21, 'it', 'became') | |
| (21, 'mrs.', 'coolidge') | |
| (21, 'to', 'date') | |
| (21, 'what', 'about') | |
| (21, 'the', 'defense') | |
| (21, 'i', 'might') | |
| (21, 'is', 'concerned') | |
| (21, 'to', 'discover') | |
| (21, 'of', 'local') | |
| (21, 'and', 'local') | |
| (21, 'the', 'forest') | |
| (21, 'me', 'as') | |
| (21, 'he', 'moved') | |
| (21, 'a', 'serious') | |
| (21, 'the', 'important') | |
| (21, 'of', 'land') | |
| (21, 'not', 'see') | |
| (21, 'a', 'moral') | |
| (21, 'the', 'heavy') | |
| (21, 'index', 'word') | |
| (21, 'the', 'existence') | |
| (21, 'but', 'still') | |
| (21, 'and', 'left') | |
| (21, 'about', 'half') | |
| (21, 'been', 'given') | |
| (21, 'to', 'deal') | |
| (21, 'the', 'virgin') | |
| (21, 'creation', 'of') | |
| (21, 'distance', 'of') | |
| (21, 'efforts', 'of') | |
| (21, 'percent', 'of') | |
| (21, 'moment', 'of') | |
| (21, 'right', 'of') | |
| (21, 'hands', 'of') | |
| (21, 'signs', 'of') | |
| (21, 'standards', 'of') | |
| (21, 'plane', 'of') | |
| (21, 'hope', 'of') | |
| (21, 'report', 'of') | |
| (21, 'typical', 'of') | |
| (21, 'composed', 'of') | |
| (21, 'i', 'made') | |
| (21, 'a', 'house') | |
| (21, 'probably', 'the') | |
| (21, 'enter', 'the') | |
| (21, 'join', 'the') | |
| (21, 'considering', 'the') | |
| (21, 'that', 'other') | |
| (21, 'the', 'thyroid') | |
| (21, 'must', 'not') | |
| (21, "you've", 'got') | |
| (21, 'too', 'often') | |
| (21, 'a', 'list') | |
| (21, 'so', 'well') | |
| (21, 'the', 'coming') | |
| (21, 'was', 'much') | |
| (21, 'her', 'mouth') | |
| (21, 'most', 'part') | |
| (21, 'which', 'you') | |
| (21, 'a', 'hard') | |
| (21, 'are', 'at') | |
| (21, 'the', 'poet') | |
| (21, 'to', 'control') | |
| (21, 'to', 'demonstrate') | |
| (21, 'it', 'makes') | |
| (21, 'they', "didn't") | |
| (21, 'during', 'a') | |
| (21, 'makes', 'a') | |
| (21, 'either', 'a') | |
| (21, 'many', 'a') | |
| (21, 'around', 'a') | |
| (21, 'build', 'a') | |
| (21, 'that', 'may') | |
| (21, 'for', 'new') | |
| (21, 'and', 'came') | |
| (21, 'long', 'enough') | |
| (21, 'this', 'title') | |
| (21, 'from', '``') | |
| (21, 'the', 'corporation') | |
| (21, 'the', 'sale') | |
| (21, 'to', 'push') | |
| (21, 'so', 'we') | |
| (21, 'the', 'mountains') | |
| (21, 'and', 'william') | |
| (21, 'with', 'those') | |
| (21, 'whether', 'or') | |
| (21, 'this', 'group') | |
| (21, 'he', 'cannot') | |
| (21, 'having', 'been') | |
| (21, 'is', 'needed') | |
| (21, 'the', 'green') | |
| (21, 'with', 'my') | |
| (21, 'had', 'he') | |
| (21, 'knew', 'he') | |
| (21, 'the', 'elements') | |
| (21, 'of', 'personal') | |
| (21, 'the', 'motor') | |
| (21, 'the', 'conclusion') | |
| (21, 'a', 'low') | |
| (21, 'reason', 'why') | |
| (21, 'announced', 'that') | |
| (21, 'by', 'that') | |
| (21, 'suppose', 'that') | |
| (21, 'obvious', 'that') | |
| (21, 'noted', 'that') | |
| (21, 'feel', 'that') | |
| (21, 'come', 'into') | |
| (21, 'a', 'former') | |
| (21, 'while', 'they') | |
| (21, '--', 'they') | |
| (21, 'how', 'they') | |
| (21, 'the', 'kid') | |
| (21, 'you', 'ever') | |
| (21, 'this', 'morning') | |
| (21, 'on', "''") | |
| (21, 'out', 'from') | |
| (21, 'directly', 'to') | |
| (21, 'thought', 'to') | |
| (21, 'attempted', 'to') | |
| (21, 'begins', 'to') | |
| (21, 'turn', 'to') | |
| (21, 'refer', 'to') | |
| (21, 'best', 'to') | |
| (21, 'apply', 'to') | |
| (21, 'fail', 'to') | |
| (21, 'equal', 'to') | |
| (21, 'that', 'by') | |
| (21, 'wife', 'and') | |
| (21, 'was', 'getting') | |
| (21, 'we', "don't") | |
| (21, 'in', 'item') | |
| (21, 'to', 'many') | |
| (21, 'has', 'come') | |
| (21, 'would', 'come') | |
| (22, 'during', 'this') | |
| (22, 'the', 'blood') | |
| (22, 'very', 'little') | |
| (22, 'a', 'life') | |
| (22, 'several', 'years') | |
| (22, 'as', 'their') | |
| (22, 'have', 'found') | |
| (22, '``', "let's") | |
| (22, 'one', 'has') | |
| (22, 'the', 'product') | |
| (22, 'only', 'two') | |
| (22, 'in', 'business') | |
| (22, 'knew', 'what') | |
| (22, 'in', 'no') | |
| (22, 'american', 'people') | |
| (22, 'the', 'incident') | |
| (22, 'this', 'week') | |
| (22, 'the', 'industrial') | |
| (22, 'on', 'earth') | |
| (22, 'nuclear', 'weapons') | |
| (22, 'later', 'on') | |
| (22, 'are', 'on') | |
| (22, 'were', 'on') | |
| (22, 'a', 'story') | |
| (22, 'him', 'out') | |
| (22, 'to', 'place') | |
| (22, 'make', 'them') | |
| (22, 'there', 'must') | |
| (22, 'see', 'him') | |
| (22, 'to', 'both') | |
| (22, 'why', 'should') | |
| (22, '``', "we'll") | |
| (22, 'and', 'almost') | |
| (22, 'is', 'af') | |
| (22, 'by', 'af') | |
| (22, 'and', 'did') | |
| (22, 'what', 'did') | |
| (22, 'obtained', 'in') | |
| (22, 'confidence', 'in') | |
| (22, 'again', 'in') | |
| (22, 'whether', 'it') | |
| (22, 'in', 'paris') | |
| (22, 'is', 'required') | |
| (22, 'has', 'already') | |
| (22, 'a', 'college') | |
| (22, 'the', 'appeal') | |
| (22, 'give', 'up') | |
| (22, 'and', 'be') | |
| (22, "wouldn't", 'be') | |
| (22, "i'll", 'be') | |
| (22, 'worry', 'about') | |
| (22, 'think', 'about') | |
| (22, '``', 'our') | |
| (22, 'and', 'felt') | |
| (22, 'of', 'four') | |
| (22, 'the', 'shelter') | |
| (22, 'the', 'necessary') | |
| (22, 'the', 'counter') | |
| (22, 'be', 'too') | |
| (22, 'them', 'as') | |
| (22, 'only', 'as') | |
| (22, 'or', 'as') | |
| (22, 'be', 'as') | |
| (22, 'the', 'wife') | |
| (22, 'the', 'secret') | |
| (22, 'but', 'was') | |
| (22, 'he', 'stopped') | |
| (22, 'the', 'communist') | |
| (22, 'of', 'mind') | |
| (22, 'i', 'took') | |
| (22, 'up', 'her') | |
| (22, 'gave', 'her') | |
| (22, 'and', 'forth') | |
| (22, 'will', 'give') | |
| (22, 'would', 'give') | |
| (22, 'levels', 'of') | |
| (22, 'spring', 'of') | |
| (22, 'properties', 'of') | |
| (22, 'church', 'of') | |
| (22, 'fall', 'of') | |
| (22, 'need', 'of') | |
| (22, 'freedom', 'of') | |
| (22, 'months', 'of') | |
| (22, 'court', 'of') | |
| (22, 'consisting', 'of') | |
| (22, 'institute', 'of') | |
| (22, 'risk', 'of') | |
| (22, 'stage', 'of') | |
| (22, 'it', 'made') | |
| (22, 'to', 'improve') | |
| (22, 'even', 'so') | |
| (22, 'in', 'regard') | |
| (22, 'provide', 'the') | |
| (22, 'hold', 'the') | |
| (22, 'fill', 'the') | |
| (22, 'here', 'the') | |
| (22, 'accept', 'the') | |
| (22, 'a', 'nation') | |
| (22, 'in', 'favor') | |
| (22, 'the', 'neighborhood') | |
| (22, 'and', 'often') | |
| (22, 'were', 'at') | |
| (22, 'the', 'truck') | |
| (22, 'an', 'effort') | |
| (22, 'to', 'wait') | |
| (22, 'as', 'such') | |
| (22, 'to', 'escape') | |
| (22, 'table', '1') | |
| (22, 'a', 'full') | |
| (22, 'and', '2') | |
| (22, 'is', 'available') | |
| (22, 'the', 'direct') | |
| (22, 'the', 'gun') | |
| (22, 'of', 'high') | |
| (22, 'was', 'sure') | |
| (22, 'once', 'a') | |
| (22, 'there', 'may') | |
| (22, 'he', 'added') | |
| (22, 'they', 'came') | |
| (22, 'is', 'something') | |
| (22, 'with', '``') | |
| (22, "don't", 'have') | |
| (22, 'are', 'those') | |
| (22, 'but', 'is') | |
| (22, 'time', 'is') | |
| (22, 'and', 'south') | |
| (22, 'to', 'cover') | |
| (22, 'the', 'russian') | |
| (22, 'a', 'relatively') | |
| (22, 'the', 'vast') | |
| (22, '``', 'your') | |
| (22, 'on', 'your') | |
| (22, 'of', 'world') | |
| (22, 'at', 'each') | |
| (22, 'and', 'each') | |
| (22, 'his', 'personal') | |
| (22, 'of', 'st.') | |
| (22, 'an', 'early') | |
| (22, 'program', 'for') | |
| (22, 'to', 'describe') | |
| (22, 'the', 'low') | |
| (22, 'same', 'way') | |
| (22, "''", 'which') | |
| (22, 'note', 'that') | |
| (22, 'such', 'that') | |
| (22, 'belief', 'that') | |
| (22, 'true', 'that') | |
| (22, 'learned', 'that') | |
| (22, 'he', 'wondered') | |
| (22, 'world', "''") | |
| (22, 'home', "''") | |
| (22, 'in', "''") | |
| (22, 'day', "''") | |
| (22, 'the', 'source') | |
| (22, 'removed', 'from') | |
| (22, 'ranging', 'from') | |
| (22, 'hand', 'to') | |
| (22, 'wished', 'to') | |
| (22, 'this', 'to') | |
| (22, 'managed', 'to') | |
| (22, 'rise', 'to') | |
| (22, 'permitted', 'to') | |
| (22, 'assigned', 'to') | |
| (22, 'first', 'to') | |
| (22, 'the', 'sum') | |
| (22, 'in', 'august') | |
| (22, 'which', 'could') | |
| (22, 'years', 'and') | |
| (22, 'boys', 'and') | |
| (22, 'president', 'and') | |
| (22, 'feet', 'and') | |
| (22, 'nature', 'and') | |
| (22, '1', 'and') | |
| (22, 'history', 'and') | |
| (22, 'around', 'and') | |
| (22, 'head', 'and') | |
| (22, 'cities', 'and') | |
| (22, 'is', 'probably') | |
| (22, 'the', 'arc') | |
| (22, 'to', 'watch') | |
| (22, 'been', 'done') | |
| (22, 'is', 'done') | |
| (22, 'the', 'planning') | |
| (22, 'the', 'rules') | |
| (22, 'he', 'reached') | |
| (22, 'a', 'deep') | |
| (22, 'not', 'mean') | |
| (22, 'we', 'now') | |
| (22, 'the', 'shape') | |
| (23, 'when', 'one') | |
| (23, 'to', 'eat') | |
| (23, 'a', 'position') | |
| (23, 'had', 'known') | |
| (23, 'have', 'any') | |
| (23, 'of', 'law') | |
| (23, 'of', 'india') | |
| (23, 'she', 'found') | |
| (23, 'all', 'i') | |
| (23, 'by', 'no') | |
| (23, 'other', 'people') | |
| (23, 'the', 'above') | |
| (23, 'the', 'republican') | |
| (23, 'the', 'chance') | |
| (23, 'the', 'son') | |
| (23, 'the', 'firm') | |
| (23, 'can', 'get') | |
| (23, '``', 'get') | |
| (23, 'i', 'get') | |
| (23, 'the', 'daily') | |
| (23, 'the', 'conditions') | |
| (23, 'the', 'beach') | |
| (23, 'them', 'on') | |
| (23, 'them', 'out') | |
| (23, 'the', 'driver') | |
| (23, 'to', 'mr.') | |
| (23, 'an', 'excellent') | |
| (23, 'in', 'them') | |
| (23, "i'm", 'going') | |
| (23, 'the', 'sort') | |
| (23, 'could', 'hear') | |
| (23, 'of', 'national') | |
| (23, 'this', 'kind') | |
| (23, 'in', 'town') | |
| (23, 'the', 'wide') | |
| (23, 'the', 'russians') | |
| (23, 'and', 'small') | |
| (23, 'there', 'should') | |
| (23, 'we', 'want') | |
| (23, 'the', 'greek') | |
| (23, '``', 'did') | |
| (23, 'of', 'english') | |
| (23, 'to', 'handle') | |
| (23, '--', 'she') | |
| (23, 'resulted', 'in') | |
| (23, 'night', 'in') | |
| (23, 'there', 'in') | |
| (23, 'together', 'in') | |
| (23, 'use', 'in') | |
| (23, 'appeared', 'in') | |
| (23, 'now', 'in') | |
| (23, 'present', 'in') | |
| (23, 'in', 'detail') | |
| (23, 'did', 'it') | |
| (23, 'like', 'it') | |
| (23, 'believe', 'it') | |
| (23, 'then', 'it') | |
| (23, 'of', 'christ') | |
| (23, 'jesus', 'christ') | |
| (23, 'the', 'pain') | |
| (23, 'the', 'methods') | |
| (23, 'to', 'prepare') | |
| (23, 'he', "wasn't") | |
| (23, 'the', "president's") | |
| (23, 'is', 'all') | |
| (23, 'the', 'winter') | |
| (23, 'him', 'up') | |
| (23, 'never', 'be') | |
| (23, 'and', 'about') | |
| (23, 'information', 'about') | |
| (23, 'the', 'appropriate') | |
| (23, 'and', 'our') | |
| (23, '``', "what's") | |
| (23, 'which', 'might') | |
| (23, 'you', 'might') | |
| (23, 'one', 'might') | |
| (23, 'and', 'turned') | |
| (23, 'his', 'shoulder') | |
| (23, 'time', 'was') | |
| (23, 'name', 'was') | |
| (23, 'of', 'rhode') | |
| (23, 'her', 'mind') | |
| (23, 'of', 'england') | |
| (23, 'an', 'idea') | |
| (23, 'performance', 'of') | |
| (23, 'not', 'of') | |
| (23, 'impact', 'of') | |
| (23, 'favor', 'of') | |
| (23, 'expense', 'of') | |
| (23, 'council', 'of') | |
| (23, 'elements', 'of') | |
| (23, 'pieces', 'of') | |
| (23, 'shape', 'of') | |
| (23, 'significance', 'of') | |
| (23, 'status', 'of') | |
| (23, 'defense', 'of') | |
| (23, 'a', 'thousand') | |
| (23, 'and', 'equipment') | |
| (23, 'of', 'various') | |
| (23, 'watching', 'the') | |
| (23, 'beneath', 'the') | |
| (23, 'become', 'the') | |
| (23, 'seen', 'the') | |
| (23, 'increase', 'the') | |
| (23, 'being', 'the') | |
| (23, 'with', 'whom') | |
| (23, 'need', 'not') | |
| (23, 'might', 'not') | |
| (23, 'and', 'because') | |
| (23, 'but', 'because') | |
| (23, 'are', 'often') | |
| (23, 'three', 'times') | |
| (23, 'in', 'part') | |
| (23, '``', 'at') | |
| (23, 'not', 'at') | |
| (23, 'to', 'sit') | |
| (23, 'to', 'remove') | |
| (23, 'the', 'poor') | |
| (23, 'no', 'means') | |
| (23, 'before', 'a') | |
| (23, 'now', 'a') | |
| (23, 'the', 'title') | |
| (23, 'word', '``') | |
| (23, 'in', 'school') | |
| (23, 'the', 'county') | |
| (23, 'can', 'have') | |
| (23, 'never', 'have') | |
| (23, 'then', 'we') | |
| (23, 'the', 'necessity') | |
| (23, 'all', 'those') | |
| (23, 'world', 'is') | |
| (23, 'work', 'is') | |
| (23, 'a', 'look') | |
| (23, "i've", 'been') | |
| (23, 'in', 'charge') | |
| (23, 'i', 'feel') | |
| (23, 'is', 'my') | |
| (23, 'the', 'reaction') | |
| (23, 'the', 'season') | |
| (23, 'that', 'year') | |
| (23, '&', 'sharpe') | |
| (23, 'an', 'additional') | |
| (23, 'a', 'most') | |
| (23, 'to', 'supply') | |
| (23, 'means', 'that') | |
| (23, 'saying', 'that') | |
| (23, 'things', 'that') | |
| (23, 'realized', 'that') | |
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| (108, 'and', 'its') | |
| (108, 'a', 'year') | |
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| (109, 'of', 'life') | |
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| (109, 'and', 'all') | |
| (109, 'with', 'her') | |
| (109, 'will', 'not') | |
| (109, 'i', 'would') | |
| (110, 'the', 'work') | |
| (110, 'make', 'a') | |
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| (116, 'and', 'for') | |
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| (127, 'we', 'can') | |
| (127, 'do', 'you') | |
| (127, '``', 'we') | |
| (127, 'of', 'my') | |
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| (128, 'that', 'in') | |
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| (130, 'no', 'one') | |
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| (168, 'which', 'he') | |
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| (180, 'rather', 'than') | |
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| (191, 'able', 'to') | |
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| (225, 'he', 'has') | |
| (226, 'does', 'not') | |
| (226, 'if', 'you') | |
| (228, 'up', 'the') | |
| (229, 'there', 'were') | |
| (229, 'of', 'its') | |
| (230, 'kind', 'of') | |
| (231, 'with', 'his') | |
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| (245, 'which', 'the') | |
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| (279, 'he', 'would') | |
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| (284, 'if', 'the') | |
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| (289, '--', 'and') | |
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| (295, 'and', 'to') | |
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| (303, 'had', 'to') | |
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| (324, 'to', 'his') | |
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| (567, 'has', 'been') | |
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| (596, '``', 'i') | |
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| (621, 'in', 'his') | |
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| (749, 'as', 'the') | |
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| (777, 'was', 'a') | |
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| (795, 'is', 'the') | |
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| (867, 'is', 'a') | |
| (903, 'he', 'had') | |
| (914, 'with', 'a') | |
| (980, 'as', 'a') | |
| (1088, 'he', 'was') | |
| (1296, 'it', 'was') | |
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| (1718, 'to', 'be') | |
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| (2246, 'and', 'the') | |
| (2466, 'on', 'the') | |
| (3484, 'to', 'the') | |
| (6025, 'in', 'the') | |
| (9717, 'of', 'the') |
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