3gram.py

#!/usr/bin/env python3

from nltk.corpus import brown

PUNCTUATION = "!\"#$%'()*+,-./:;<=>?@[\\]^_`{|}~"
MIN_OCCURANCES = 20

# Hold a count of words
countdict = {}

# Results in form (count, word 1, word 2, word 3)
results = list()


word1 = ""
word2 = ""

# Itterate through every word
for word in brown.words():
    word3 = word.lower()
    if word3 in countdict:
        if word2 in countdict[word3]:
            if word1 in countdict[word3][word2]:
                countdict[word3][word2][word1] = countdict[word3][word2][word1] + 1
            else:
                countdict[word3][word2][word1] = 1
        else:
            countdict[word3][word2] = {}
    else:
        countdict[word3] = {}
    word1 = word2
    word2 = word3

# Itterate through results filtering out punctuation and counts smaller than MIN_OCCURANCES
for word3 in countdict:
    for word2 in countdict[word3]:
        for word1 in countdict[word3][word2]:
            if countdict[word3][word2][word1] > MIN_OCCURANCES:
                if (word3 not in PUNCTUATION) and (word2 not in PUNCTUATION) and (word1 not in PUNCTUATION):
                    results.append((countdict[word3][word2][word1], word1, word2, word3))

# Print results sorted by number of occurances
for result in sorted(results, key=lambda result: result[0]):
    print(result)

3gram.txt

(21, 'was', 'a', 'good')
(21, 'as', 'a', '``')
(21, '``', 'this', 'is')
(21, '``', 'what', 'is')
(21, 'is', 'that', 'it')
(21, 'in', 'the', 'public')
(21, 'it', 'to', 'be')
(21, 'are', 'to', 'be')
(21, 'when', 'he', 'had')
(21, 'of', 'their', 'own')
(21, 'there', 'is', 'an')
(21, 'on', 'the', 'side')
(21, 'to', 'be', 'used')
(21, 'the', 'same', 'as')
(21, 'i', 'did', 'not')
(21, 'whether', 'or', 'not')
(21, 'at', 'one', 'time')
(21, 'of', 'his', 'life')
(21, 'is', 'that', 'of')
(21, 'the', 'editor', 'of')
(21, 'the', 'expense', 'of')
(21, 'the', 'principle', 'of')
(21, 'the', 'heart', 'of')
(21, 'the', 'length', 'of')
(21, 'to', 'think', 'of')
(21, 'some', 'kind', 'of')
(21, 'the', 'quality', 'of')
(21, 'of', 'the', 'human')
(21, 'of', 'the', 'best')
(21, 'in', 'the', 'spring')
(21, 'did', 'not', 'know')
(21, 'way', 'in', 'which')
(21, 'the', 'door', 'and')
(21, 'as', 'a', 'matter')
(21, 'there', 'are', 'a')
(21, 'a', 'chance', 'to')
(21, 'i', 'went', 'to')
(21, 'go', 'back', 'to')
(21, 'to', 'try', 'to')
(21, 'not', 'have', 'to')
(21, 'i', 'have', 'to')
(21, 'back', 'and', 'forth')
(21, 'said', 'that', 'the')
(21, 'what', 'is', 'the')
(21, 'concerned', 'with', 'the')
(21, 'man', 'in', 'the')
(21, 'seems', 'to', 'have')
(21, 'in', 'this', 'way')
(21, 'on', 'the', 'way')
(21, 'the', 'same', 'way')
(21, 'in', 'recent', 'years')
(21, 'he', 'has', 'been')
(21, 'there', 'is', 'nothing')
(22, 'the', 'word', '``')
(22, 'because', 'it', 'is')
(22, 'all', 'of', 'them')
(22, 'many', 'of', 'them')
(22, 'what', 'had', 'happened')
(22, 'that', 'she', 'had')
(22, 'this', 'is', 'an')
(22, 'that', 'he', 'has')
(22, 'she', 'did', 'not')
(22, 'for', 'a', 'long')
(22, 'in', 'and', 'out')
(22, 'those', 'who', 'are')
(22, 'a', 'period', 'of')
(22, 'the', 'interest', 'of')
(22, 'in', 'favor', 'of')
(22, 'the', 'house', 'of')
(22, 'a', 'pair', 'of')
(22, 'large', 'number', 'of')
(22, 'a', 'means', 'of')
(22, 'than', 'any', 'other')
(22, 'seems', 'to', 'me')
(22, 'at', 'the', 'beginning')
(22, 'for', 'those', 'who')
(22, 'of', 'the', 'family')
(22, 'there', 'is', 'little')
(22, 'if', 'it', 'were')
(22, 'as', 'if', 'he')
(22, 'of', 'the', 'interior')
(22, 'of', 'such', 'a')
(22, 'to', 'the', 'state')
(22, 'i', 'had', 'to')
(22, 'in', 'regard', 'to')
(22, 'he', 'tried', 'to')
(22, 'is', 'not', 'to')
(22, 'on', 'the', 'same')
(22, 'there', 'were', 'no')
(22, 'attention', 'to', 'the')
(22, 'parts', 'of', 'the')
(22, 'aware', 'of', 'the')
(22, 'history', 'of', 'the')
(22, 'middle', 'of', 'the')
(22, 'could', 'see', 'the')
(22, 'responsible', 'for', 'the')
(22, 'than', 'in', 'the')
(22, 'back', 'into', 'the')
(22, 'at', 'the', 'top')
(22, 'in', 'the', 'future')
(22, 'it', 'was', 'all')
(22, 'brown', '&', 'sharpe')
(23, 'of', 'the', 'whole')
(23, 'to', 'be', 'found')
(23, 'in', 'the', '``')
(23, 'could', 'not', 'be')
(23, 'in', 'the', 'light')
(23, 'can', 'be', 'used')
(23, 'i', 'am', 'not')
(23, 'we', 'do', 'not')
(23, 'who', 'did', 'not')
(23, 'time', 'to', 'time')
(23, 'to', 'that', 'of')
(23, 'the', 'type', 'of')
(23, 'of', 'some', 'of')
(23, 'a', 'state', 'of')
(23, 'on', 'top', 'of')
(23, 'the', 'establishment', 'of')
(23, 'i', 'told', 'him')
(23, 'of', 'the', 'group')
(23, 'of', 'the', 'day')
(23, 'in', 'the', 'center')
(23, 'to', 'believe', 'that')
(23, 'the', 'man', 'who')
(23, 'was', 'the', 'only')
(23, 'in', 'the', 'city')
(23, 'it', 'is', 'in')
(23, 'in', 'the', 'back')
(23, 'of', 'the', 'government')
(23, 'be', 'used', 'to')
(23, 'so', 'as', 'to')
(23, 'to', 'be', 'able')
(23, 'state', 'of', 'the')
(23, 'surface', 'of', 'the')
(23, 'sides', 'of', 'the')
(23, 'those', 'of', 'the')
(23, 'has', 'been', 'the')
(23, 'have', 'been', 'the')
(23, 'seemed', 'to', 'have')
(23, 'up', 'and', 'down')
(23, 'the', 'living', 'room')
(23, 'there', 'has', 'been')
(23, 'there', 'was', 'nothing')
(23, 'a', 'large', 'number')
(24, 'that', 'he', 'is')
(24, 'when', 'it', 'is')
(24, 'to', 'the', 'public')
(24, 'appears', 'to', 'be')
(24, 'but', 'he', 'had')
(24, 'in', 'other', 'words')
(24, 'he', 'had', 'not')
(24, 'was', 'the', 'first')
(24, 'of', 'one', 'of')
(24, 'the', 'first', 'of')
(24, 'the', 'meaning', 'of')
(24, 'the', 'sound', 'of')
(24, 'of', 'the', 'past')
(24, 'as', 'it', 'was')
(24, 'the', 'next', 'day')
(24, 'to', 'the', 'extent')
(24, 'of', 'the', 'present')
(24, 'in', 'the', 'south')
(24, 'of', 'the', 'individual')
(24, 'had', 'been', 'in')
(24, 'be', 'found', 'in')
(24, 'to', 'get', 'a')
(24, 'at', 'this', 'point')
(24, 'an', 'opportunity', 'to')
(24, 'it', 'seems', 'to')
(24, 'one', 'or', 'two')
(24, '``', 'no', "''")
(24, 'in', 'the', 'kitchen')
(24, 'and', 'all', 'the')
(24, 'respect', 'to', 'the')
(24, 'not', 'in', 'the')
(24, 'even', 'in', 'the')
(24, 'place', 'in', 'the')
(24, 'out', 'into', 'the')
(25, 'to', 'look', 'at')
(25, 'most', 'of', 'them')
(25, 'that', 'they', 'had')
(25, 'it', 'is', 'an')
(25, 'he', 'would', 'not')
(25, 'they', 'did', 'not')
(25, 'to', 'find', 'out')
(25, 'in', 'the', 'form')
(25, 'no', 'matter', 'how')
(25, 'in', 'one', 'of')
(25, 'the', 'bottom', 'of')
(25, 'the', 'members', 'of')
(25, 'the', 'power', 'of')
(25, 'he', 'thought', 'of')
(25, 'the', 'civil', 'war')
(25, 'when', 'it', 'was')
(25, 'two', 'or', 'three')
(25, 'in', 'rhode', 'island')
(25, 'at', 'the', 'moment')
(25, 'to', 'the', 'west')
(25, 'it', 'is', 'to')
(25, 'turned', 'out', 'to')
(25, 'is', 'expected', 'to')
(25, 'from', 'time', 'to')
(25, 'for', 'him', 'to')
(25, 'close', 'to', 'the')
(25, 'life', 'of', 'the')
(25, 'director', 'of', 'the')
(25, 'look', 'at', 'the')
(25, 'there', 'was', 'the')
(25, 'will', 'be', 'the')
(25, 'those', 'who', 'have')
(25, 'in', 'the', 'way')
(25, 'the', 'soviet', 'union')
(25, 'of', 'new', 'york')
(25, 'in', 'the', 'second')
(25, 'that', 'had', 'been')
(26, 'some', 'of', 'them')
(26, 'to', 'make', 'it')
(26, 'in', 'a', 'few')
(26, 'in', 'the', 'face')
(26, 'that', 'can', 'be')
(26, 'he', 'would', 'be')
(26, 'the', 'difference', 'between')
(26, 'at', 'a', 'time')
(26, 'the', 'head', 'of')
(26, 'the', 'lack', 'of')
(26, 'a', 'variety', 'of')
(26, 'a', 'man', 'of')
(26, 'that', 'she', 'was')
(26, 'when', 'i', 'was')
(26, 'it', 'was', 'only')
(26, 'the', 'first', 'place')
(26, 'new', 'york', 'city')
(26, 'a', 'good', 'deal')
(26, 'in', 'such', 'a')
(26, 'will', 'be', 'a')
(26, 'may', 'be', 'a')
(26, 'to', 'the', 'point')
(26, 'of', 'the', 'year')
(26, 'secretary', 'of', 'state')
(26, 'it', 'is', 'also')
(26, 'the', 'nineteenth', 'century')
(26, 'be', 'expected', 'to')
(26, 'that', 'he', 'could')
(26, 'or', 'at', 'least')
(26, 'as', 'to', 'the')
(26, 'editor', 'of', 'the')
(26, 'more', 'of', 'the')
(26, 'head', 'of', 'the')
(26, 'edge', 'of', 'the')
(26, 'and', 'of', 'the')
(26, 'it', 'in', 'the')
(26, 'him', 'in', 'the')
(26, 'and', 'at', 'the')
(26, 'on', 'the', 'ground')
(26, 'for', 'a', 'while')
(26, 'in', 'the', 'end')
(26, '``', 'all', 'right')
(26, 'on', 'the', 'part')
(26, 'has', 'not', 'been')
(26, 'could', 'have', 'been')
(26, 'point', 'of', 'view')
(26, 'he', 'could', 'see')
(27, 'as', 'a', 'whole')
(27, 'that', 'this', 'is')
(27, 'likely', 'to', 'be')
(27, 'if', 'he', 'had')
(27, 'which', 'he', 'had')
(27, 'the', 'most', 'important')
(27, 'to', 'be', 'an')
(27, 'way', 'of', 'life')
(27, 'that', 'there', 'are')
(27, 'the', 'course', 'of')
(27, 'the', 'light', 'of')
(27, 'the', 'field', 'of')
(27, 'and', 'out', 'of')
(27, 'the', 'effect', 'of')
(27, 'that', 'there', 'was')
(27, 'there', 'are', 'many')
(27, 'on', 'the', 'floor')
(27, 'to', 'be', 'sure')
(27, 'in', 'connection', 'with')
(27, 'in', 'any', 'case')
(27, 'no', 'more', 'than')
(27, 'i', 'want', 'to')
(27, 'a', 'few', 'days')
(27, 'all', 'right', "''")
(27, 'way', 'to', 'the')
(27, 'and', 'to', 'the')
(27, 'any', 'of', 'the')
(27, 'chairman', 'of', 'the')
(27, 'used', 'in', 'the')
(27, 'found', 'in', 'the')
(27, 'of', 'the', 'country')
(27, 'for', 'the', 'most')
(28, 'and', 'there', 'is')
(28, 'will', 'not', 'be')
(28, 'should', 'not', 'be')
(28, 'shook', 'his', 'head')
(28, 'to', 'be', 'made')
(28, 'he', 'does', 'not')
(28, 'at', 'that', 'time')
(28, 'if', 'you', 'are')
(28, 'the', 'range', 'of')
(28, 'the', 'point', 'of')
(28, 'the', 'life', 'of')
(28, 'the', 'question', 'of')
(28, 'the', 'work', 'of')
(28, 'the', 'sense', 'of')
(28, 'and', 'the', 'other')
(28, '``', 'i', 'know')
(28, 'more', 'or', 'less')
(28, 'of', 'a', 'man')
(28, 'was', 'not', 'a')
(28, 'is', 'going', 'to')
(28, 'the', 'first', 'two')
(28, 'and', 'for', 'the')
(28, '--', 'and', 'the')
(28, 'it', 'would', 'have')
(28, 'it', 'is', 'possible')
(28, 'she', 'had', 'been')
(29, 'that', 'there', 'is')
(29, 'it', 'might', 'be')
(29, 'they', 'do', 'not')
(29, 'it', 'does', 'not')
(29, 'the', 'death', 'of')
(29, 'the', 'level', 'of')
(29, 'the', 'rate', 'of')
(29, 'a', 'few', 'minutes')
(29, 'of', 'a', 'new')
(29, 'in', 'which', 'he')
(29, 'at', 'least', 'one')
(29, '``', 'do', 'you')
(29, '``', 'if', 'you')
(29, 'to', 'be', 'in')
(29, 'in', 'the', 'air')
(29, 'that', 'it', 'would')
(29, 'would', 'like', 'to')
(29, 'more', 'than', 'the')
(29, 'to', 'have', 'the')
(29, 'all', 'over', 'the')
(29, 'to', 'get', 'the')
(29, 'but', 'in', 'the')
(29, 'he', 'saw', 'the')
(29, 'to', 'new', 'york')
(29, 'a', 'few', 'years')
(30, 'if', 'it', 'is')
(30, '``', 'it', 'is')
(30, 'the', 'other', 'side')
(30, 'that', 'they', 'are')
(30, 'the', 'board', 'of')
(30, 'the', 'people', 'of')
(30, 'the', 'result', 'of')
(30, 'the', 'importance', 'of')
(30, 'the', 'image', 'of')
(30, 'the', 'absence', 'of')
(30, 'and', 'there', 'was')
(30, 'of', 'the', 'total')
(30, 'united', 'states', 'and')
(30, 'have', 'been', 'a')
(30, 'he', 'wanted', 'to')
(30, 'between', 'the', 'two')
(30, 'go', 'to', 'the')
(30, 'addition', 'to', 'the')
(30, 'study', 'of', 'the')
(30, 'government', 'of', 'the')
(30, 'that', 'was', 'the')
(30, 'he', 'would', 'have')
(30, 'which', 'had', 'been')
(31, 'one', 'of', 'them')
(31, 'were', 'to', 'be')
(31, 'of', 'the', 'national')
(31, 'the', 'purpose', 'of')
(31, 'the', 'edge', 'of')
(31, 'out', 'of', 'a')
(31, 'in', 'the', 'state')
(31, 'will', 'have', 'to')
(31, 'was', 'on', 'the')
(31, 'out', 'on', 'the')
(31, '``', 'i', 'think')
(31, 'at', 'the', 'university')
(31, 'the', 'peace', 'corps')
(31, 'men', 'and', 'women')
(31, 'states', 'of', 'america')
(32, 'as', 'it', 'is')
(32, 'and', 'he', 'had')
(32, 'in', 'his', 'own')
(32, 'so', 'far', 'as')
(32, 'at', 'this', 'time')
(32, 'a', 'long', 'time')
(32, 'the', 'age', 'of')
(32, 'the', 'direction', 'of')
(32, 'the', 'middle', 'of')
(32, 'the', 'back', 'of')
(32, 'united', 'states', 'of')
(32, 'the', 'possibility', 'of')
(32, 'he', 'was', 'in')
(32, 'the', 'way', 'to')
(32, 'he', 'had', 'no')
(32, 'of', 'all', 'the')
(32, 'portion', 'of', 'the')
(32, 'and', 'on', 'the')
(32, 'up', 'in', 'the')
(32, 'he', 'was', 'the')
(32, 'this', 'was', 'the')
(33, 'it', 'can', 'be')
(33, 'may', 'not', 'be')
(33, 'more', 'and', 'more')
(33, 'i', 'do', 'not')
(33, 'of', 'the', 'time')
(33, 'the', 'part', 'of')
(33, 'that', 'they', 'were')
(33, 'in', 'the', 'case')
(33, 'one', 'of', 'these')
(33, 'you', 'want', 'to')
(33, 'was', 'able', 'to')
(33, 'to', 'do', 'so')
(33, 'nature', 'of', 'the')
(33, 'that', 'in', 'the')
(33, 'as', 'in', 'the')
(33, 'such', 'as', 'the')
(34, "''", 'or', '``')
(34, 'for', 'a', 'few')
(34, 'not', 'to', 'be')
(34, 'seem', 'to', 'be')
(34, 'there', 'would', 'be')
(34, 'of', 'his', 'own')
(34, 'by', 'the', 'time')
(34, 'the', 'need', 'for')
(34, 'to', 'the', 'editor')
(34, 'a', 'sort', 'of')
(34, 'a', 'piece', 'of')
(34, 'the', 'order', 'of')
(34, 'world', 'war', '2')
(34, 'of', 'those', 'who')
(34, 'of', 'the', 'great')
(34, 'the', 'right', 'to')
(34, 'view', 'of', 'the')
(34, 'value', 'of', 'the')
(34, 'much', 'of', 'the')
(34, 'each', 'of', 'the')
(34, 'must', 'have', 'been')
(34, 'one', 'of', 'those')
(35, 'only', 'a', 'few')
(35, 'out', 'to', 'be')
(35, 'there', 'will', 'be')
(35, 'the', 'history', 'of')
(35, 'the', 'beginning', 'of')
(35, 'the', 'study', 'of')
(35, 'by', 'means', 'of')
(35, 'the', 'face', 'of')
(35, 'of', 'the', 'city')
(35, 'the', 'old', 'man')
(35, 'in', 'this', 'case')
(35, 'secretary', 'of', 'the')
(35, 'to', 'take', 'the')
(35, 'of', 'the', 'old')
(35, 'in', 'the', 'middle')
(35, 'they', 'had', 'been')
(36, 'but', 'there', 'is')
(36, '``', 'i', 'am')
(36, 'in', 'the', 'next')
(36, 'the', 'case', 'of')
(36, 'the', 'spirit', 'of')
(36, 'the', 'process', 'of')
(36, 'the', 'presence', 'of')
(36, 'in', 'the', 'house')
(36, 'of', 'the', 'same')
(36, 'and', 'that', 'the')
(36, 'the', 'u.', 's.')
(36, 'of', 'the', 'people')
(36, 'may', 'have', 'been')
(37, 'as', 'far', 'as')
(37, 'a', 'result', 'of')
(37, 'the', 'idea', 'of')
(37, 'the', 'top', 'of')
(37, 'the', 'size', 'of')
(37, 'a', 'sense', 'of')
(37, 'is', 'likely', 'to')
(37, 'been', 'able', 'to')
(37, 'fact', 'that', 'the')
(37, 'down', 'to', 'the')
(37, 'cent', 'of', 'the')
(37, 'top', 'of', 'the')
(37, 'out', 'in', 'the')
(37, '``', 'i', 'have')
(37, 'all', 'the', 'way')
(37, 'in', 'this', 'country')
(38, 'af', 'and', 'af')
(38, 'in', 'the', 'early')
(38, 'a', 'part', 'of')
(38, 'the', 'form', 'of')
(38, 'but', 'there', 'was')
(38, 'of', 'the', 'other')
(38, 'in', 'the', 'new')
(38, 'he', 'had', 'a')
(38, 'is', 'that', 'the')
(39, 'of', 'the', 'american')
(39, 'as', 'soon', 'as')
(39, 'in', 'the', 'morning')
(39, 'a', 'man', 'who')
(39, 'had', 'been', 'a')
(39, 'in', 'the', 'field')
(39, 'half', 'of', 'the')
(39, 'is', 'in', 'the')
(39, 'might', 'have', 'been')
(39, 'there', 'had', 'been')
(40, 'and', 'he', 'was')
(40, 'to', 'have', 'a')
(40, 'went', 'to', 'the')
(41, 'he', 'could', 'not')
(41, 'the', 'state', 'of')
(41, 'the', 'side', 'of')
(41, 'that', 'he', 'would')
(41, 'to', 'have', 'been')
(42, 'this', 'is', 'not')
(42, 'was', 'one', 'of')
(42, 'the', 'cost', 'of')
(42, 'the', 'united', 'nations')
(42, 'to', 'say', 'that')
(42, 'a', 'great', 'deal')
(42, 'one', 'of', 'his')
(42, 'is', 'not', 'the')
(42, 'to', 'make', 'the')
(43, 'seems', 'to', 'be')
(43, 'it', 'must', 'be')
(43, 'as', 'much', 'as')
(43, 'the', 'name', 'of')
(43, 'the', 'amount', 'of')
(43, 'the', 'problem', 'of')
(43, 'to', 'go', 'to')
(43, 'of', 'the', 'two')
(43, 'it', 'had', 'been')
(44, 'the', 'time', 'of')
(44, 'the', 'university', 'of')
(44, 'would', 'be', 'a')
(44, 'center', 'of', 'the')
(44, 'to', 'see', 'the')
(45, 'was', 'to', 'be')
(45, 'but', 'it', 'was')
(45, 'he', 'is', 'a')
(45, 'is', 'not', 'a')
(45, 'according', 'to', 'the')
(46, 'it', 'will', 'be')
(46, 'of', 'the', 'first')
(46, 'the', 'nature', 'of')
(46, 'but', 'he', 'was')
(46, 'in', 'the', 'last')
(46, 'was', 'in', 'the')
(46, 'it', 'has', 'been')
(47, 'the', 'secretary', 'of')
(48, 'mr.', 'and', 'mrs.')
(48, 'the', 'government', 'of')
(48, 'all', 'of', 'the')
(48, 'use', 'of', 'the')
(48, 'away', 'from', 'the')
(48, 'well', 'as', 'the')
(49, "''", '--', '``')
(49, 'it', 'should', 'be')
(49, 'he', 'was', 'not')
(49, 'a', 'member', 'of')
(49, 'the', 'value', 'of')
(49, 'the', 'department', 'of')
(49, 'who', 'had', 'been')
(50, 'would', 'not', 'be')
(50, 'of', 'the', 'house')
(50, 'front', 'of', 'the')
(51, 'it', 'may', 'be')
(51, 'going', 'to', 'be')
(51, 'of', 'the', 'church')
(51, 'that', 'of', 'the')
(52, 'in', 'spite', 'of')
(52, 'i', "don't", 'know')
(52, 'for', 'a', 'moment')
(52, 'the', 'white', 'house')
(52, 'president', 'of', 'the')
(53, 'seemed', 'to', 'be')
(53, 'to', 'do', 'with')
(53, 'member', 'of', 'the')
(54, 'a', 'kind', 'of')
(54, 'was', 'going', 'to')
(55, 'he', 'had', 'to')
(55, 'many', 'of', 'the')
(56, 'a', 'lot', 'of')
(56, 'is', 'one', 'of')
(56, 'per', 'cent', 'of')
(56, 'on', 'the', 'basis')
(56, 'to', 'make', 'a')
(57, 'and', 'it', 'is')
(57, 'have', 'to', 'be')
(57, 'the', 'other', 'hand')
(57, 'the', 'kind', 'of')
(57, 'in', 'the', 'past')
(58, 'a', 'series', 'of')
(58, 'rest', 'of', 'the')
(59, 'the', 'center', 'of')
(59, 'would', 'have', 'to')
(59, 'in', 'addition', 'to')
(59, '``', 'i', "don't")
(60, 'the', 'basis', 'of')
(60, 'a', 'group', 'of')
(60, 'and', 'it', 'was')
(60, 'in', 'new', 'york')
(61, 'as', 'long', 'as')
(61, 'so', 'that', 'the')
(61, 'this', 'is', 'the')
(62, 'but', 'it', 'is')
(62, 'is', 'to', 'be')
(63, 'had', 'to', 'be')
(63, 'as', 'a', 'result')
(64, "''", 'and', '``')
(64, 'the', 'first', 'time')
(64, 'more', 'than', 'a')
(64, 'with', 'respect', 'to')
(64, 'be', 'able', 'to')
(65, 'the', 'development', 'of')
(65, 'of', 'the', 'state')
(65, 'up', 'to', 'the')
(66, 'for', 'the', 'first')
(67, 'it', 'was', 'not')
(69, 'of', 'the', '``')
(69, 'at', 'the', 'time')
(69, 'in', 'terms', 'of')
(69, 'would', 'have', 'been')
(70, 'in', 'the', 'same')
(70, 'the', 'new', 'york')
(71, 'of', 'the', 'world')
(71, 'that', 'it', 'was')
(71, 'at', 'the', 'end')
(73, 'a', 'matter', 'of')
(73, 'he', 'was', 'a')
(73, 'in', 'which', 'the')
(74, 'in', 'the', 'united')
(74, 'that', 'it', 'is')
(74, 'a', 'couple', 'of')
(74, 'when', 'he', 'was')
(74, 'this', 'is', 'a')
(75, 'to', 'be', 'the')
(76, 'back', 'to', 'the')
(80, 'the', 'rest', 'of')
(81, 'of', 'the', 'most')
(87, 'because', 'of', 'the')
(88, 'in', 'the', 'first')
(88, 'in', 'front', 'of')
(88, 'side', 'of', 'the')
(89, 'that', 'he', 'was')
(89, 'it', 'is', 'the')
(90, 'in', 'the', 'world')
(90, 'it', 'was', 'the')
(90, 'he', 'had', 'been')
(92, 'the', 'same', 'time')
(94, 'and', 'in', 'the')
(98, 'that', 'he', 'had')
(99, 'on', 'the', 'other')
(102, 'at', 'the', 'same')
(103, 'he', 'did', 'not')
(103, 'the', 'use', 'of')
(103, 'the', 'number', 'of')
(103, 'there', 'is', 'no')
(107, 'it', 'would', 'be')
(107, 'of', 'the', 'new')
(108, 'end', 'of', 'the')
(110, 'members', 'of', 'the')
(113, 'it', 'is', 'a')
(114, 'most', 'of', 'the')
(119, 'in', 'order', 'to')
(123, 'a', 'number', 'of')
(128, 'there', 'is', 'a')
(129, 'of', 'the', 'united')
(131, 'there', 'was', 'no')
(132, 'to', 'be', 'a')
(136, 'it', 'is', 'not')
(141, 'there', 'was', 'a')
(142, 'it', 'was', 'a')
(144, 'part', 'of', 'the')
(148, 'the', 'end', 'of')
(166, 'the', 'fact', 'that')
(174, 'out', 'of', 'the')
(179, 'some', 'of', 'the')
(237, 'as', 'well', 'as')
(335, 'the', 'united', 'states')
(403, 'one', 'of', 'the')