{'$1': {('_', ','): 5, ('_', ',', '000'): 3},
 '$15': {('_', ','): 5, ('_', ',', '000'): 5},
 '&': {('_', 'j'): 5,
       ('j', '_'): 5,
       ('j', '_', 'j'): 5,
       ('texas', 'j', '_'): 3},
 '(': {('--', '_'): 3,
       ('--', '_', 'ap'): 3,
       ('.', '_'): 3,
       ('1', '--', '_'): 3,
       ('17', '_'): 3,
       ('17', '_', 'ap'): 3,
       ('_', 'ap'): 9,
       ('_', 'ap', ')'): 9,
       ('_', 'd'): 5,
       ('_', 'd', '.'): 4,
       ('_', 'the'): 3,
       ('march', '17', '_'): 3},
 ')': {('(', 'ap', '_'): 9,
       ('.', '_'): 8,
       ('_', ','): 3,
       ('_', '--'): 15,
       ('_', '--', 'the'): 5,
       ('_', '.'): 5,
       ('_', 'and'): 5,
       ('ap', '_'): 9,
       ('ap', '_', '--'): 9},
 ',': {('$1', '_'): 5,
       ('$1', '_', '000'): 3,
       ('$10', '_'): 3,
       ('$10', '_', '000'): 3,
       ('$15', '_'): 5,
       ('$15', '_', '000'): 5,
       ('$2', '_'): 3,
       ('$4', '_'): 3,
       ('$5', '_'): 3,
       ('$5', '_', '000'): 3,
       (')', '_'): 3,
       (',', '000', '_'): 22,
       (',', 'however', '_'): 12,
       (',', 'j', '_'): 5,
       (',', 'too', '_'): 4,
       ('.', '_'): 92,
       ('.', '_', 'a'): 5,
       ('.', '_', 'and'): 10,
       ('.', '_', 'for'): 5,
       ('.', '_', 'j'): 6,
       ('.', '_', 'march'): 4,
       ('.', '_', 'mrs'): 6,
       ('.', '_', 'will'): 3,
       ('.', 'reama', '_'): 3,
       ('000', '_'): 22,
       ('000', '_', '000'): 14,
       ('000', '_', 'down'): 3,
       ('000', '_', 'up'): 4,
       ('1', '_'): 11,
       ('13', '_'): 3,
       ('17', '_'): 4,
       ('18', '_'): 6,
       ('1959', '_'): 4,
       ('1960', '_'): 4,
       ('1961', '_'): 4,
       ('2', '_'): 4,
       ('25', '_'): 3,
       ('3', '_'): 7,
       ('30', '_'): 3,
       ('8', '_'): 4,
       ('_', '000'): 75,
       ('_', '000', ','): 22,
       ('_', '000', '.'): 3,
       ('_', '000', 'a'): 4,
       ('_', '000', 'in'): 4,
       ('_', '000', 'people'): 3,
       ('_', '000', 'to'): 4,
       ('_', '13'): 3,
       ('_', '15'): 3,
       ('_', '1959'): 3,
       ('_', '500'): 6,
       ('_', 'a'): 69,
       ('_', 'a', 'graduate'): 3,
       ('_', 'about'): 3,
       ('_', 'according'): 7,
       ('_', 'according', 'to'): 7,
       ('_', 'after'): 7,
       ('_', 'all'): 4,
       ('_', 'also'): 7,
       ('_', 'among'): 4,
       ('_', 'an'): 12,
       ('_', 'and'): 164,
       ('_', 'and', 'a'): 4,
       ('_', 'and', 'he'): 4,
       ('_', 'and', 'her'): 3,
       ('_', 'and', 'his'): 3,
       ('_', 'and', 'it'): 3,
       ('_', 'and', 'john'): 3,
       ('_', 'and', 'mrs'): 6,
       ('_', 'and', 'that'): 3,
       ('_', 'and', 'the'): 15,
       ('_', 'apparently'): 3,
       ('_', 'april'): 3,
       ('_', 'are'): 10,
       ('_', 'argued'): 3,
       ('_', 'as'): 27,
       ('_', 'as', 'a'): 6,
       ('_', 'as', 'the'): 5,
       ('_', 'at'): 8,
       ('_', 'at', 'the'): 3,
       ('_', 'attorney'): 3,
       ('_', 'baseball'): 3,
       ('_', 'because'): 7,
       ('_', 'because', 'the'): 3,
       ('_', 'before'): 3,
       ('_', 'both'): 11,
       ('_', 'both', 'of'): 6,
       ('_', 'but'): 46,
       ('_', 'but', 'i'): 4,
       ('_', 'but', 'the'): 4,
       ('_', 'by'): 10,
       ('_', 'calif'): 5,
       ('_', 'calif', '.'): 5,
       ('_', 'chairman'): 7,
       ('_', 'chairman', 'of'): 5,
       ('_', 'coach'): 4,
       ('_', 'color'): 3,
       ('_', 'color', 'or'): 3,
       ('_', 'd'): 4,
       ('_', 'd', '.'): 4,
       ('_', 'despite'): 4,
       ('_', 'died'): 4,
       ('_', 'died', 'sunday'): 3,
       ('_', 'down'): 3,
       ('_', 'dr'): 5,
       ('_', 'dr', '.'): 5,
       ('_', 'each'): 3,
       ('_', 'emory'): 5,
       ('_', 'emory', 'university'): 5,
       ('_', 'even'): 3,
       ('_', 'feb'): 4,
       ('_', 'feb', '.'): 4,
       ('_', 'fla'): 6,
       ('_', 'fla', '.'): 6,
       ('_', 'followed'): 3,
       ('_', 'for'): 26,
       ('_', 'for', 'his'): 3,
       ('_', 'for', 'the'): 7,
       ('_', 'former'): 4,
       ('_', 'from'): 6,
       ('_', 'gave'): 3,
       ('_', 'had'): 6,
       ('_', 'has'): 18,
       ('_', 'has', 'been'): 5,
       ('_', 'have'): 13,
       ('_', 'have', 'been'): 4,
       ('_', 'he'): 72,
       ('_', 'he', 'added'): 4,
       ('_', 'he', 'has'): 3,
       ('_', 'he', 'said'): 37,
       ('_', 'he', 'was'): 3,
       ('_', 'hemphill'): 3,
       ('_', 'hemus'): 3,
       ('_', 'hemus', 'said'): 3,
       ('_', 'his'): 3,
       ('_', 'however'): 14,
       ('_', 'however', ','): 12,
       ('_', 'i'): 9,
       ('_', 'i', 'think'): 3,
       ('_', 'if'): 8,
       ('_', 'ill'): 3,
       ('_', 'ill', '.'): 3,
       ('_', 'in'): 31,
       ('_', 'in', 'a'): 3,
       ('_', 'in', 'the'): 10,
       ('_', 'including'): 8,
       ('_', 'is'): 23,
       ('_', 'is', 'a'): 3,
       ('_', 'is', 'the'): 3,
       ('_', 'it'): 24,
       ('_', 'it', 'could'): 3,
       ('_', 'it', 'is'): 3,
       ('_', 'it', 'was'): 9,
       ('_', 'it', 'will'): 3,
       ('_', 'j'): 14,
       ('_', 'j', ','): 5,
       ('_', 'j', '.'): 6,
       ('_', 'jack'): 3,
       ('_', 'james'): 3,
       ('_', 'jan'): 5,
       ('_', 'jan', '.'): 5,
       ('_', 'john'): 3,
       ('_', 'joined'): 3,
       ('_', 'jr'): 14,
       ('_', 'jr', '.'): 14,
       ('_', 'june'): 7,
       ('_', 'june', '18'): 4,
       ('_', 'just'): 3,
       ('_', 'la'): 6,
       ('_', 'la', '.'): 6,
       ('_', 'march'): 6,
       ('_', 'march', '17'): 6,
       ('_', 'martin'): 3,
       ('_', 'mass'): 3,
       ('_', 'mass', '.'): 3,
       ('_', 'may'): 6,
       ('_', 'may', '1'): 3,
       ('_', 'meek'): 7,
       ('_', 'meek', 'said'): 4,
       ('_', 'miss'): 11,
       ('_', 'miss', '.'): 4,
       ('_', 'most'): 3,
       ('_', 'moved'): 4,
       ('_', 'mr'): 19,
       ('_', 'mr', '.'): 19,
       ('_', 'mrs'): 65,
       ('_', 'mrs', '.'): 65,
       ('_', 'n'): 7,
       ('_', 'n', '.'): 7,
       ('_', 'no'): 5,
       ('_', 'norman'): 3,
       ('_', 'not'): 3,
       ('_', 'now'): 8,
       ('_', 'of'): 40,
       ('_', 'of', 'course'): 4,
       ('_', 'of', 'drexel'): 3,
       ('_', 'of', 'the'): 3,
       ('_', 'ohio'): 3,
       ('_', 'on'): 8,
       ('_', 'or'): 7,
       ('_', 'plus'): 3,
       ('_', 'police'): 5,
       ('_', 'police', 'said'): 5,
       ('_', 'president'): 6,
       ('_', 'president', 'of'): 6,
       ('_', 'rather'): 4,
       ('_', 'rather', 'than'): 4,
       ('_', 'robinson'): 3,
       ('_', 'said'): 35,
       ('_', 'said', 'he'): 4,
       ('_', 'said', 'that'): 4,
       ('_', 'said', 'the'): 3,
       ('_', 'says'): 3,
       ('_', 'set'): 3,
       ('_', 'shea'): 3,
       ('_', 'similar'): 3,
       ('_', 'since'): 5,
       ('_', 'since', 'the'): 3,
       ('_', 'slate'): 3,
       ('_', 'so'): 3,
       ('_', 'sokol'): 3,
       ('_', 'some'): 3,
       ('_', 'son'): 3,
       ('_', 'son', 'of'): 3,
       ('_', 'state'): 8,
       ('_', 'such'): 3,
       ('_', 'tex'): 5,
       ('_', 'tex', '.'): 5,
       ('_', 'texas'): 9,
       ('_', 'texas', '--'): 6,
       ('_', 'that'): 17,
       ('_', 'that', 'is'): 3,
       ('_', 'that', 'the'): 5,
       ('_', 'the'): 179,
       ('_', 'the', 'former'): 4,
       ('_', 'the', 'jury'): 7,
       ('_', 'the', 'only'): 3,
       ('_', 'the', 'rev'): 3,
       ('_', 'the', 'state'): 3,
       ('_', 'the', 'statement'): 3,
       ('_', 'then'): 9,
       ('_', 'there'): 8,
       ('_', 'there', 'was'): 3,
       ('_', 'they'): 4,
       ('_', 'this'): 8,
       ('_', 'to'): 16,
       ('_', 'too'): 5,
       ('_', 'too', ','): 4,
       ('_', 'under'): 3,
       ('_', 'up'): 5,
       ('_', 'warren'): 3,
       ('_', 'was'): 36,
       ('_', 'we'): 9,
       ('_', 'were'): 7,
       ('_', 'when'): 16,
       ('_', 'when', 'he'): 3,
       ('_', 'when', 'the'): 3,
       ('_', 'where'): 10,
       ('_', 'which'): 32,
       ('_', 'which', 'are'): 4,
       ('_', 'which', 'is'): 3,
       ('_', 'which', 'was'): 3,
       ('_', 'while'): 5,
       ('_', 'who'): 80,
       ('_', 'who', 'has'): 7,
       ('_', 'who', 'is'): 10,
       ('_', 'who', 'lives'): 3,
       ('_', 'who', 'was'): 5,
       ('_', 'who', 'will'): 8,
       ('_', 'whose'): 5,
       ('_', 'will'): 22,
       ('_', 'will', 'be'): 7,
       ('_', 'will', 'receive'): 3,
       ('_', 'william'): 3,
       ('_', 'with'): 19,
       ('_', 'without'): 4,
       ('_', 'would'): 13,
       ('_', 'would', 'be'): 3,
       ('_', 'you'): 3,
       ('_', 'your'): 3,
       ('a', 'daughter', '_'): 5,
       ('added', '_'): 7,
       ('addition', '_'): 4,
       ('africa', '_'): 3,
       ('afternoon', '_'): 3,
       ('again', '_'): 4,
       ('ago', '_'): 5,
       ('alliance', '_'): 3,
       ('and', '_'): 7,
       ('and', '_', 'as'): 3,
       ('and', 'daughter', '_'): 3,
       ('annapolis', '_'): 3,
       ('annapolis', '_', 'jan'): 3,
       ('apartments', '_'): 4,
       ('association', '_'): 6,
       ('atlanta', '_'): 4,
       ('attack', '_'): 3,
       ('attorney', '_'): 3,
       ('austin', '_'): 7,
       ('austin', '_', 'texas'): 6,
       ('ave', '.', '_'): 5,
       ('avenue', '_'): 4,
       ('back', '_'): 3,
       ('baker', '_'): 3,
       ('ball', '_'): 5,
       ('ballot', '_'): 3,
       ('banks', '_'): 3,
       ('barnes', '_'): 3,
       ('barnett', '_'): 3,
       ('bill', '_'): 8,
       ('bride', '_'): 3,
       ('brother', '_'): 5,
       ('c', '.', '_'): 3,
       ('calif', '.', '_'): 3,
       ('candidate', '_'): 3,
       ('car', '_'): 3,
       ('chairman', '_'): 3,
       ('changes', '_'): 3,
       ('children', '_'): 5,
       ('city', '_'): 3,
       ('college', '_'): 3,
       ('committee', '_'): 5,
       ('conspiracy', '_'): 4,
       ('county', '_'): 5,
       ('course', '_'): 5,
       ('d', '.', '_'): 4,
       ('daughter', '_'): 16,
       ('december', '_'): 3,
       ('department', '_'): 3,
       ('director', '_'): 7,
       ('district', '_'): 3,
       ('election', '_'): 4,
       ('facilities', '_'): 3,
       ('father', '_'): 4,
       ('fees', '_'): 3,
       ('field', '_'): 3,
       ('firm', '_'): 4,
       ('fla', '.', '_'): 6,
       ('friday', '_'): 4,
       ('game', '_'): 8,
       ('games', '_'): 3,
       ('general', '_'): 5,
       ('giants', '_'): 3,
       ('good', '_'): 3,
       ('government', '_'): 3,
       ('governor', '_'): 3,
       ('green', '_'): 3,
       ('group', '_'): 5,
       ('harris', '_'): 5,
       ('he', 'said', '_'): 18,
       ('high', 'school', '_'): 5,
       ('him', '_'): 4,
       ('his', 'wife', '_'): 8,
       ('hole', '_'): 3,
       ('home', '_'): 5,
       ('home', 'runs', '_'): 3,
       ('honor', '_'): 3,
       ('house', '_'): 5,
       ('houses', '_'): 3,
       ('houston', '_'): 3,
       ('however', '_'): 18,
       ('however', '_', 'that'): 4,
       ('however', '_', 'the'): 3,
       ('in', '1960', '_'): 3,
       ('in', '1961', '_'): 3,
       ('in', 'addition', '_'): 4,
       ('in', 'laos', '_'): 3,
       ('in', 'washington', '_'): 4,
       ('is', '_'): 3,
       ('it', '_'): 11,
       ('j', '_'): 16,
       ('jones', '_'): 3,
       ('jr', '.', '_'): 22,
       ('jury', 'said', '_'): 3,
       ('kerr', '_'): 3,
       ('killingsworth', '_'): 3,
       ('kowalski', '_'): 4,
       ('laos', '_'): 3,
       ('last', 'year', '_'): 3,
       ('later', '_'): 4,
       ('league', '_'): 3,
       ('m', '.', '_'): 3,
       ('man', '_'): 5,
       ('mantle', '_'): 5,
       ('martin', '_'): 3,
       ('may', '_'): 3,
       ('mays', '_'): 3,
       ('members', '_'): 4,
       ('men', '_'): 4,
       ('miami', '_'): 3,
       ('minutes', '_'): 3,
       ('monday', '_'): 8,
       ('months', '_'): 3,
       ('moritz', '_'): 3,
       ('moscow', '_'): 3,
       ('mother', '_'): 5,
       ('neighbor', '_'): 3,
       ('new', 'orleans', '_'): 3,
       ('night', '_'): 5,
       ('now', '_'): 4,
       ('of', 'atlanta', '_'): 3,
       ('of', 'course', '_'): 4,
       ('of', 'houston', '_'): 3,
       ('of', 'race', '_'): 3,
       ('one', '_'): 3,
       ('orleans', '_'): 3,
       ('orleans', '_', 'la'): 3,
       ('out', '_'): 4,
       ('parents', '_'): 3,
       ('park', '_'): 4,
       ('people', '_'): 4,
       ('plan', '_'): 3,
       ('players', '_'): 4,
       ('president', '_'): 3,
       ('program', '_'): 6,
       ('queen', '_'): 3,
       ('race', '_'): 8,
       ('race', '_', 'color'): 3,
       ('reama', '_'): 3,
       ('report', '_'): 3,
       ('robinson', '_'): 3,
       ('runs', '_'): 3,
       ('said', '_'): 47,
       ('said', '_', 'and'): 6,
       ('said', '_', 'the'): 4,
       ('said', '_', 'was'): 3,
       ('said', '_', 'would'): 4,
       ('saturday', '_'): 7,
       ('say', '_'): 3,
       ('scholarships', '_'): 3,
       ('school', '_'): 10,
       ('schools', '_'): 8,
       ('season', '_'): 7,
       ('senate', '_'): 4,
       ('services', '_'): 3,
       ('session', '_'): 3,
       ('shea', '_'): 3,
       ('sister', '_'): 3,
       ('skorich', '_'): 3,
       ('smith', '_'): 3,
       ('son', '_'): 4,
       ('st', '.', '_'): 6,
       ('states', '_'): 6,
       ('station', '_'): 4,
       ('street', '_'): 4,
       ('submarines', '_'): 3,
       ('superintendent', '_'): 5,
       ('tex', '.', '_'): 3,
       ('texas', '_'): 3,
       ('that', '_'): 8,
       ('the', 'alliance', '_'): 3,
       ('the', 'senate', '_'): 4,
       ('their', 'daughter', '_'): 4,
       ('them', '_'): 4,
       ('thing', '_'): 3,
       ('thomas', '_'): 5,
       ('time', '_'): 6,
       ('today', '_'): 3,
       ('too', '_'): 4,
       ('tuesday', '_'): 3,
       ('united', 'states', '_'): 3,
       ('university', '_'): 5,
       ('up', '_'): 4,
       ('vote', '_'): 3,
       ('ward', '_'): 4,
       ('washington', '_'): 9,
       ('washington', '_', 'd'): 3,
       ('ways', '_'): 3,
       ('wednesday', '_'): 3,
       ('week', '_'): 4,
       ('weeks', '_'): 3,
       ('weeks', 'ago', '_'): 3,
       ('which', '_'): 3,
       ('wife', '_'): 11,
       ('yankees', '_'): 3,
       ('yards', '_'): 4,
       ('year', '_'): 10,
       ('year', '_', 'when'): 3,
       ('years', '_'): 4,
       ('yes', '_'): 3},
 '--': {(')', '_'): 15,
        (')', '_', 'the'): 5,
        (',', 'texas', '_'): 6,
        ('.', '9', '_'): 3,
        ('1', '_'): 3,
        ('1', '_', '('): 3,
        ('17', '_'): 3,
        ('18', '_'): 4,
        ('9', '_'): 3,
        ('_', '('): 3,
        ('_', '(', 'ap'): 3,
        ('_', 'a'): 10,
        ('_', 'and'): 6,
        ('_', 'but'): 4,
        ('_', 'his'): 4,
        ('_', 'on'): 3,
        ('_', 'or'): 3,
        ('_', 'the'): 16,
        ('_', 'two'): 3,
        ('ap', ')', '_'): 9,
        ('june', '18', '_'): 4,
        ('march', '17', '_'): 3,
        ('may', '1', '_'): 3,
        ('texas', '_'): 6},
 '.': {('(', 'd', '_'): 4,
       (')', '_'): 5,
       (',', '000', '_'): 3,
       (',', 'calif', '_'): 5,
       (',', 'd', '_'): 4,
       (',', 'dr', '_'): 5,
       (',', 'feb', '_'): 4,
       (',', 'fla', '_'): 6,
       (',', 'ill', '_'): 3,
       (',', 'j', '_'): 6,
       (',', 'jan', '_'): 5,
       (',', 'jr', '_'): 14,
       (',', 'la', '_'): 6,
       (',', 'mass', '_'): 3,
       (',', 'miss', '_'): 4,
       (',', 'mr', '_'): 19,
       (',', 'mrs', '_'): 65,
       (',', 'n', '_'): 7,
       (',', 'tex', '_'): 5,
       ('.', '10', '_'): 3,
       ('.', '_'): 40,
       ('.', 'a', '_'): 8,
       ('.', 'b', '_'): 5,
       ('.', 'c', '_'): 10,
       ('.', 'd', '_'): 5,
       ('.', 'e', '_'): 8,
       ('.', 'h', '_'): 4,
       ('.', 'i', '_'): 4,
       ('.', 'j', '_'): 12,
       ('.', 'l', '_'): 5,
       ('.', 'm', '_'): 24,
       ('.', 'mr', '_'): 3,
       ('.', 'r', '_'): 6,
       ('.', 's', '_'): 14,
       ('.', 't', '_'): 3,
       ('.', 'w', '_'): 9,
       ('.', 'y', '_'): 6,
       ('000', '_'): 3,
       ('1', '_'): 13,
       ('1', '_', '10'): 3,
       ('10', '_'): 3,
       ('19', '_'): 3,
       ('1958', '_'): 5,
       ('1959', '_'): 4,
       ('2', '_'): 3,
       ('3', '_'): 3,
       ('30', 'p', '_'): 3,
       ('8', 'p', '_'): 4,
       (';', 'mrs', '_'): 3,
       ('_', "'s"): 3,
       ('_', '('): 3,
       ('_', ')'): 8,
       ('_', ','): 92,
       ('_', ',', 'a'): 5,
       ('_', ',', 'and'): 10,
       ('_', ',', 'for'): 5,
       ('_', ',', 'j'): 6,
       ('_', ',', 'march'): 4,
       ('_', ',', 'mrs'): 6,
       ('_', ',', 'will'): 3,
       ('_', '.'): 40,
       ('_', '1'): 6,
       ('_', '10'): 3,
       ('_', '10', '.'): 3,
       ('_', '15'): 4,
       ('_', '2'): 3,
       ('_', '20'): 3,
       ('_', '22'): 4,
       ('_', '24'): 3,
       ('_', '300'): 3,
       ('_', '31'): 3,
       ('_', '4'): 3,
       ('_', '5'): 5,
       ('_', '7'): 7,
       ('_', '8'): 3,
       ('_', '9'): 4,
       ('_', '9', '--'): 3,
       ('_', 'a'): 8,
       ('_', 'a', '.'): 8,
       ('_', 'and'): 40,
       ('_', 'and', 'mrs'): 36,
       ('_', 'andrew'): 3,
       ('_', 'b'): 5,
       ('_', 'b', '.'): 5,
       ('_', 'barnes'): 3,
       ('_', 'bourcier'): 3,
       ('_', 'brandt'): 3,
       ('_', 'buckley'): 5,
       ('_', 'c'): 10,
       ('_', 'c', '.'): 10,
       ('_', 'charles'): 6,
       ('_', 'clark'): 5,
       ('_', 'clinton'): 3,
       ('_', 'd'): 5,
       ('_', 'd', '.'): 5,
       ('_', 'donald'): 3,
       ('_', 'e'): 8,
       ('_', 'e', '.'): 8,
       ('_', 'edward'): 4,
       ('_', 'frank'): 5,
       ('_', 'george'): 3,
       ('_', 'geraghty'): 3,
       ('_', "geraghty's"): 3,
       ('_', 'h'): 4,
       ('_', 'h', '.'): 4,
       ('_', 'harry'): 3,
       ('_', 'hawksley'): 10,
       ('_', 'hawksley', 'said'): 7,
       ('_', 'henry'): 7,
       ('_', 'howard'): 3,
       ('_', 'hughes'): 5,
       ('_', 'i'): 4,
       ('_', 'i', '.'): 4,
       ('_', 'in'): 3,
       ('_', 'j'): 14,
       ('_', 'j', '.'): 12,
       ('_', 'james'): 9,
       ('_', 'jenkins'): 5,
       ('_', 'john'): 10,
       ('_', 'kelsey'): 3,
       ('_', 'killingsworth'): 3,
       ('_', 'kowalski'): 3,
       ('_', 'l'): 5,
       ('_', 'l', '.'): 5,
       ('_', 'louis'): 9,
       ('_', 'm'): 24,
       ('_', 'm', '.'): 24,
       ('_', 'marr'): 4,
       ('_', 'martinelli'): 7,
       ('_', 'mills'): 3,
       ('_', 'mitchell'): 5,
       ('_', 'molvar'): 3,
       ('_', 'mr'): 3,
       ('_', 'mr', '.'): 3,
       ('_', 'nixon'): 3,
       ('_', 'notte'): 3,
       ('_', 'of'): 5,
       ('_', 'r'): 6,
       ('_', 'r', '.'): 6,
       ('_', 'reama'): 5,
       ('_', 'reama', ','): 3,
       ('_', 'richard'): 7,
       ('_', 'robert'): 11,
       ('_', 'robert', 'o'): 3,
       ('_', 's'): 14,
       ('_', 's', '.'): 14,
       ('_', 'samuel'): 3,
       ('_', 'schaefer'): 4,
       ('_', 'simpkins'): 6,
       ('_', 'sims'): 3,
       ('_', 'spurdle'): 3,
       ('_', 't'): 3,
       ('_', 't', '.'): 3,
       ('_', 'thomas'): 6,
       ('_', 'tomorrow'): 3,
       ('_', 'trimble'): 3,
       ('_', 'w'): 9,
       ('_', 'w', '.'): 9,
       ('_', 'wagner'): 5,
       ('_', 'walter'): 3,
       ('_', 'wayne'): 3,
       ('_', 'wendell'): 4,
       ('_', 'werner'): 3,
       ('_', 'william'): 7,
       ('_', 'y'): 6,
       ('_', 'y', '.'): 6,
       ('_', 'zimmerman'): 3,
       ('a', '_'): 40,
       ('a', '_', 'm'): 5,
       ('a', 'year', '_'): 4,
       ('administration', '_'): 5,
       ('afternoon', '_'): 3,
       ('and', 'mr', '_'): 6,
       ('and', 'mrs', '_'): 58,
       ('and', 'sen', '_'): 4,
       ('are', 'mr', '_'): 3,
       ('army', '_'): 3,
       ('attack', '_'): 5,
       ('aug', '_'): 4,
       ('av', '_'): 3,
       ('ave', '_'): 6,
       ('ave', '_', ','): 5,
       ('award', '_'): 3,
       ('b', '_'): 24,
       ('baby', '_'): 3,
       ('be', 'mrs', '_'): 3,
       ('bill', '_'): 3,
       ('bonds', '_'): 4,
       ('by', 'sen', '_'): 5,
       ('c', '_'): 31,
       ('c', '_', ','): 3,
       ('calif', '_'): 5,
       ('calif', '_', ','): 3,
       ('campaign', '_'): 4,
       ('case', '_'): 4,
       ('cent', '_'): 3,
       ('center', '_'): 6,
       ('chairman', '_'): 3,
       ('children', '_'): 3,
       ('church', '_'): 7,
       ('city', '_'): 6,
       ('club', '_'): 6,
       ('co', '_'): 8,
       ('coach', '_'): 4,
       ('college', '_'): 4,
       ('committee', '_'): 10,
       ('conference', '_'): 3,
       ('construction', '_'): 3,
       ('corp', '_'): 4,
       ('costs', '_'): 4,
       ('court', '_'): 5,
       ('d', '_'): 22,
       ('d', '_', ','): 4,
       ('d', '_', 'c'): 3,
       ('day', '_'): 5,
       ('days', '_'): 5,
       ('dec', '_'): 4,
       ('declared', '_'): 3,
       ('desegregation', '_'): 3,
       ('director', '_'): 3,
       ('district', '_'): 3,
       ('dr', '_'): 25,
       ('dr', '_', 'clark'): 5,
       ('dr', '_', 'jenkins'): 4,
       ('drive', '_'): 3,
       ('e', '_'): 23,
       ('e', '_', 'killingsworth'): 3,
       ('east', '_'): 4,
       ('eastwick', 'corp', '_'): 3,
       ('education', '_'): 3,
       ('election', '_'): 3,
       ('explained', '_'): 3,
       ('f', '_'): 14,
       ('fair', '_'): 3,
       ('family', '_'): 3,
       ('father', '_'): 3,
       ('feb', '_'): 5,
       ('feb', '_', '9'): 4,
       ('field', '_'): 4,
       ('first', '_'): 3,
       ('fla', '_'): 7,
       ('fla', '_', ','): 6,
       ('floor', '_'): 3,
       ('football', '_'): 3,
       ('for', 'mrs', '_'): 3,
       ('friday', '_'): 5,
       ('g', '_'): 11,
       ('game', '_'): 11,
       ('games', '_'): 4,
       ('gen', '_'): 7,
       ('gov', '_'): 9,
       ('government', '_'): 5,
       ('h', '_'): 16,
       ('he', 'said', '_'): 15,
       ('her', 'father', '_'): 3,
       ('here', '_'): 8,
       ('hill', '_'): 3,
       ('him', '_'): 7,
       ('home', '_'): 8,
       ('hospital', '_'): 5,
       ('hotel', '_'): 6,
       ('house', '_'): 10,
       ('i', '_'): 4,
       ('ill', '_'): 4,
       ('in', '1', '_'): 3,
       ('in', '1959', '_'): 3,
       ('in', 'laos', '_'): 3,
       ('in', 'st', '_'): 4,
       ('injury', '_'): 4,
       ('issue', '_'): 3,
       ('it', '_'): 13,
       ('j', '_'): 39,
       ('j', '_', 'hughes'): 3,
       ('j', '_', 'w'): 3,
       ('james', 'a', '_'): 3,
       ('jan', '_'): 11,
       ('jan', '_', '1'): 3,
       ('jan', '_', '7'): 4,
       ('job', '_'): 3,
       ('john', 'c', '_'): 4,
       ('joint', '_'): 3,
       ('jr', '_'): 38,
       ('jr', '_', ','): 22,
       ('jr', '_', 'of'): 4,
       ('k', '_'): 4,
       ('knee', 'injury', '_'): 3,
       ('l', '_'): 22,
       ('la', '.', '_'): 3,
       ('la', '_'): 6,
       ('la', '_', '.'): 3,
       ('laos', '_'): 7,
       ('last', 'year', '_'): 7,
       ('late', 'mrs', '_'): 3,
       ('later', '_'): 5,
       ('law', '_'): 4,
       ('laws', '_'): 5,
       ('left', '_'): 3,
       ('legislature', '_'): 4,
       ('m', '.', '_'): 4,
       ('m', '_'): 40,
       ('m', '_', ','): 3,
       ('m', '_', '.'): 4,
       ('m', '_', 'tomorrow'): 3,
       ('mass', '_'): 3,
       ('meek', 'said', '_'): 3,
       ('meeting', '_'): 5,
       ('minutes', '_'): 3,
       ('miss', '_'): 5,
       ('monday', '_'): 6,
       ('money', '_'): 4,
       ('month', '_'): 4,
       ('months', '_'): 3,
       ('mr', '_'): 111,
       ('mr', '_', 'and'): 33,
       ('mr', '_', 'buckley'): 4,
       ('mr', '_', 'hawksley'): 9,
       ('mr', '_', 'martinelli'): 6,
       ('mr', '_', 'mitchell'): 3,
       ('mr', '_', 'notte'): 3,
       ('mr', '_', 'reama'): 4,
       ('mr', '_', 'schaefer'): 3,
       ('mr', '_', 'simpkins'): 5,
       ('mr', '_', 'wagner'): 4,
       ('mr', '_', 'wendell'): 3,
       ('mrs', '_'): 209,
       ('mrs', '_', 'charles'): 4,
       ('mrs', '_', 'donald'): 3,
       ('mrs', '_', 'edward'): 3,
       ('mrs', '_', 'frank'): 4,
       ('mrs', '_', "geraghty's"): 3,
       ('mrs', '_', 'harry'): 3,
       ('mrs', '_', 'henry'): 5,
       ('mrs', '_', 'j'): 4,
       ('mrs', '_', 'james'): 6,
       ('mrs', '_', 'john'): 9,
       ('mrs', '_', 'kowalski'): 3,
       ('mrs', '_', 'marr'): 4,
       ('mrs', '_', 'richard'): 5,
       ('mrs', '_', 'robert'): 9,
       ('mrs', '_', 'samuel'): 3,
       ('mrs', '_', 'thomas'): 3,
       ('mrs', '_', 'william'): 7,
       ('n', '_'): 12,
       ('n', '_', 'y'): 6,
       ('nam', '_'): 3,
       ('nations', '_'): 6,
       ('new', 'orleans', '_'): 3,
       ('night', '_'): 8,
       ('nov', '_'): 7,
       ('nov', '_', '15'): 3,
       ('now', '_'): 3,
       ('o', '_'): 8,
       ('o', '_', 'spurdle'): 3,
       ('oct', '_'): 5,
       ('of', 'mrs', '_'): 4,
       ('of', 'sen', '_'): 3,
       ('off', '_'): 4,
       ('office', '_'): 4,
       ('on', '_'): 3,
       ('on', 'tuesday', '_'): 4,
       ('one', '_'): 4,
       ('orleans', '_'): 3,
       ('out', '_'): 6,
       ('over', '_'): 3,
       ('over', '_', '300'): 3,
       ('p', '_'): 26,
       ('p', '_', 'm'): 16,
       ('party', '_'): 4,
       ('per', 'cent', '_'): 3,
       ('persons', '_'): 3,
       ('pitchers', '_'): 3,
       ('place', '_'): 3,
       ('play', '_'): 5,
       ('police', 'said', '_'): 5,
       ('policy', '_'): 4,
       ('possible', '_'): 3,
       ('president', '_'): 5,
       ('primary', '_'): 3,
       ('problem', '_'): 3,
       ('problems', '_'): 4,
       ('program', '_'): 7,
       ('project', '_'): 10,
       ('r', '_'): 16,
       ('rep', '_'): 8,
       ('rev', '_'): 10,
       ('rev', '_', 'mr'): 3,
       ('richard', 'j', '_'): 4,
       ('right', '_'): 3,
       ('road', 'east', '_'): 3,
       ('robert', 'o', '_'): 3,
       ('room', '_'): 3,
       ('run', '_'): 3,
       ('s', '_'): 25,
       ('said', '_'): 57,
       ('saturday', '_'): 4,
       ('schools', '_'): 3,
       ('season', '_'): 8,
       ('section', '_'): 3,
       ('sen', '_'): 16,
       ('sen', '_', 'wayne'): 3,
       ('sept', '_'): 3,
       ('session', '_'): 4,
       ('side', '_'): 3,
       ('st', '_'): 31,
       ('st', '_', ','): 6,
       ('st', '_', 'louis'): 8,
       ('stadium', '_'): 3,
       ('state', '_'): 9,
       ('station', '_'): 5,
       ('street', '_'): 4,
       ('sunday', '_'): 5,
       ('system', '_'): 5,
       ('t', '_'): 7,
       ('team', '_'): 4,
       ('tex', '_'): 5,
       ('tex', '_', ','): 3,
       ('the', 'city', '_'): 3,
       ('the', 'game', '_'): 3,
       ('the', 'house', '_'): 4,
       ('the', 'legislature', '_'): 3,
       ('the', 'party', '_'): 3,
       ('the', 'project', '_'): 7,
       ('the', 'rev', '_'): 10,
       ('the', 'st', '_'): 3,
       ('the', 'state', '_'): 6,
       ('the', 'u', '_'): 5,
       ('the', 'world', '_'): 4,
       ('the', 'year', '_'): 5,
       ('them', '_'): 8,
       ('themselves', '_'): 3,
       ('this', 'week', '_'): 6,
       ('time', '_'): 10,
       ('times', '_'): 3,
       ('to', 'mr', '_'): 4,
       ('today', '_'): 7,
       ('took', 'place', '_'): 3,
       ('town', '_'): 3,
       ('track', '_'): 3,
       ('trial', '_'): 4,
       ('trouble', '_'): 3,
       ('tuesday', '_'): 6,
       ('two', 'years', '_'): 3,
       ('u', '_'): 15,
       ('u', '_', 's'): 12,
       ('union', '_'): 4,
       ('united', 'nations', '_'): 3,
       ('up', '_'): 3,
       ('v', '_'): 3,
       ('viet', 'nam', '_'): 3,
       ('vote', '_'): 3,
       ('w', '_'): 27,
       ('warren', '_'): 3,
       ('washington', '_'): 3,
       ('way', '_'): 4,
       ('wayne', '_'): 3,
       ('wednesday', '_'): 4,
       ('week', '_'): 11,
       ('work', '_'): 8,
       ('world', '_'): 5,
       ('y', '_'): 6,
       ('yankees', '_'): 3,
       ('yards', '_'): 5,
       ('year', '_'): 21,
       ('years', '_'): 11,
       ('yesterday', '_'): 4},
 '000': {('$1', ',', '_'): 3,
         ('$10', ',', '_'): 3,
         ('$15', ',', '_'): 5,
         ('$5', ',', '_'): 3,
         (',', '_'): 75,
         (',', '_', ','): 22,
         (',', '_', '.'): 3,
         (',', '_', 'a'): 4,
         (',', '_', 'in'): 4,
         (',', '_', 'people'): 3,
         (',', '_', 'to'): 4,
         ('000', ',', '_'): 14,
         ('_', ','): 22,
         ('_', ',', '000'): 14,
         ('_', ',', 'down'): 3,
         ('_', ',', 'up'): 4,
         ('_', '.'): 3,
         ('_', 'a'): 4,
         ('_', 'a', 'year'): 4,
         ('_', 'in'): 4,
         ('_', 'people'): 3,
         ('_', 'to'): 4},
 '1': {(',', 'may', '_'): 3,
       ('.', '_'): 6,
       (':', '_'): 5,
       ('_', ','): 11,
       ('_', '--'): 3,
       ('_', '--', '('): 3,
       ('_', '.'): 13,
       ('_', '.', '10'): 3,
       ('in', '_'): 4,
       ('in', '_', '.'): 3,
       ('jan', '.', '_'): 3,
       ('may', '_'): 8,
       ('may', '_', '--'): 3,
       ('of', '_'): 4,
       ('on', 'may', '_'): 3},
 '10': {('.', '_'): 3,
        ('.', '_', '.'): 3,
        ('1', '.', '_'): 3,
        ('_', '.'): 3,
        ('_', 'per'): 4,
        ('_', 'per', 'cent'): 4,
        ('_', 'years'): 4,
        ('of', '_'): 3},
 '100': {},
 '11': {},
 '12': {},
 '13': {(',', '_'): 3, ('_', ','): 3},
 '14': {},
 '15': {(',', '_'): 3, ('.', '_'): 4, ('nov', '.', '_'): 3},
 '16': {},
 '17': {(',', 'march', '_'): 6,
        ('_', '('): 3,
        ('_', '(', 'ap'): 3,
        ('_', ','): 4,
        ('_', '--'): 3,
        ('march', '_'): 6,
        ('march', '_', '('): 3,
        ('march', '_', '--'): 3},
 '18': {(',', 'june', '_'): 4,
        ('_', ','): 6,
        ('_', '--'): 4,
        ('june', '_'): 4,
        ('june', '_', '--'): 4},
 '19': {('_', '.'): 3},
 '1954': {('in', '_'): 4},
 '1958': {('_', '.'): 5, ('in', '_'): 4},
 '1959': {(',', '_'): 3,
          ('_', ','): 4,
          ('_', '.'): 4,
          ('in', '_'): 7,
          ('in', '_', '.'): 3},
 '1960': {('_', ','): 4, ('in', '_'): 5, ('in', '_', ','): 3, ('the', '_'): 5},
 '1961': {('_', ','): 4, ('in', '_'): 5, ('in', '_', ','): 3, ('the', '_'): 3},
 '2': {('.', '_'): 3, ('_', ','): 4, ('_', '.'): 3},
 '20': {('.', '_'): 3},
 '22': {('.', '_'): 4},
 '24': {('.', '_'): 3},
 '25': {('_', ','): 3, ('_', 'years'): 3},
 '3': {('_', ','): 7, ('_', '.'): 3, ('to', '_'): 3},
 '30': {(':', '_'): 4,
        (':', '_', 'p'): 3,
        ('_', ','): 3,
        ('_', 'p'): 3,
        ('_', 'p', '.'): 3},
 '300': {('.', '_'): 3, ('over', '.', '_'): 3},
 '4': {('.', '_'): 3, ('a', '_'): 3, ('at', '_'): 3},
 '5': {('.', '_'): 5},
 '500': {(',', '_'): 6},
 '6': {},
 '60': {},
 '7': {('.', '_'): 7, ('jan', '.', '_'): 4},
 '8': {('.', '_'): 3,
       ('_', ','): 4,
       ('_', 'p'): 4,
       ('_', 'p', '.'): 4,
       ('at', '_'): 3},
 '9': {('.', '_'): 4,
       ('.', '_', '--'): 3,
       ('_', '--'): 3,
       ('feb', '.', '_'): 4},
 ':': {('_', '1'): 5,
       ('_', '30'): 4,
       ('_', '30', 'p'): 3,
       ('_', 'i'): 4,
       ('_', 'the'): 3,
       ('said', '_'): 6},
 ';': {('_', 'and'): 6,
       ('_', 'mrs'): 3,
       ('_', 'mrs', '.'): 3,
       ('cent', '_'): 5,
       ('per', 'cent', '_'): 5},
 '?': {},
 ']': {},
 'a': {(',', '000', '_'): 4,
       (',', '_'): 69,
       (',', '_', 'graduate'): 3,
       (',', 'and', '_'): 4,
       (',', 'as', '_'): 6,
       (',', 'in', '_'): 3,
       (',', 'is', '_'): 3,
       ('--', '_'): 10,
       ('.', ',', '_'): 5,
       ('.', '_'): 8,
       ('.', '_', '.'): 8,
       ('000', '_'): 4,
       ('000', '_', 'year'): 4,
       ('_', '$10'): 3,
       ('_', '.'): 40,
       ('_', '.', 'm'): 5,
       ('_', '4'): 3,
       ('_', 'ball'): 3,
       ('_', 'base'): 3,
       ('_', 'better'): 3,
       ('_', 'big'): 5,
       ('_', 'bill'): 6,
       ('_', 'bit'): 3,
       ('_', 'board'): 3,
       ('_', 'candidate'): 6,
       ('_', 'candidate', 'in'): 3,
       ('_', 'coalition'): 4,
       ('_', 'coalition', 'government'): 4,
       ('_', 'committee'): 3,
       ('_', 'complete'): 4,
       ('_', 'conspiracy'): 3,
       ('_', 'daughter'): 5,
       ('_', 'daughter', ','): 5,
       ('_', 'day'): 3,
       ('_', 'decade'): 4,
       ('_', 'double'): 3,
       ('_', 'fair'): 3,
       ('_', 'few'): 7,
       ('_', 'fire'): 3,
       ('_', 'full'): 4,
       ('_', 'full-time'): 5,
       ('_', 'full-time', 'director'): 3,
       ('_', 'good'): 5,
       ('_', 'graduate'): 5,
       ('_', 'graduate', 'of'): 4,
       ('_', 'group'): 4,
       ('_', 'group', 'of'): 4,
       ('_', 'half'): 3,
       ('_', 'hearing'): 3,
       ('_', 'high'): 4,
       ('_', 'home'): 4,
       ('_', 'house'): 3,
       ('_', 'j'): 3,
       ('_', 'jury'): 3,
       ('_', 'knee'): 6,
       ('_', 'knee', 'injury'): 3,
       ('_', 'law'): 3,
       ('_', 'letter'): 3,
       ('_', 'little'): 5,
       ('_', 'long'): 7,
       ('_', 'lot'): 4,
       ('_', 'lot', 'of'): 3,
       ('_', 'luncheon'): 3,
       ('_', 'major'): 3,
       ('_', 'man'): 7,
       ('_', 'matter'): 4,
       ('_', 'matter', 'of'): 3,
       ('_', 'means'): 3,
       ('_', 'meeting'): 6,
       ('_', 'member'): 11,
       ('_', 'member', 'of'): 11,
       ('_', 'month'): 4,
       ('_', 'more'): 3,
       ('_', 'national'): 6,
       ('_', 'native'): 3,
       ('_', 'native', 'of'): 3,
       ('_', 'new'): 15,
       ('_', 'night'): 3,
       ('_', 'number'): 12,
       ('_', 'number', 'of'): 12,
       ('_', 'pair'): 5,
       ('_', 'pair', 'of'): 4,
       ('_', 'person'): 3,
       ('_', 'plan'): 4,
       ('_', 'private'): 4,
       ('_', 'program'): 4,
       ('_', 'program', 'of'): 3,
       ('_', 'public'): 3,
       ('_', 'reception'): 3,
       ('_', 'resolution'): 3,
       ('_', 'result'): 6,
       ('_', 'result', 'of'): 4,
       ('_', 'school'): 5,
       ('_', 'series'): 4,
       ('_', 'series', 'of'): 3,
       ('_', 'serious'): 3,
       ('_', 'similar'): 4,
       ('_', 'single'): 7,
       ('_', 'small'): 3,
       ('_', 'sound'): 3,
       ('_', 'special'): 14,
       ('_', 'special', 'session'): 4,
       ('_', 'state'): 3,
       ('_', 'strong'): 4,
       ('_', 'student'): 3,
       ('_', 'tax'): 3,
       ('_', 'third'): 3,
       ('_', 'triple'): 4,
       ('_', 'very'): 4,
       ('_', 'veteran'): 3,
       ('_', 'vote'): 4,
       ('_', 'walk'): 4,
       ('_', 'way'): 4,
       ('_', 'way', 'to'): 3,
       ('_', 'wedding'): 4,
       ('_', 'wedding', 'trip'): 4,
       ('_', 'week'): 4,
       ('_', 'year'): 18,
       ('_', 'year', '.'): 4,
       ('_', 'year', 'and'): 3,
       ('after', '_'): 10,
       ('against', '_'): 3,
       ('almost', '_'): 3,
       ('also', '_'): 3,
       ('and', '_'): 38,
       ('and', '_', 'half'): 3,
       ('and', '_', 'member'): 3,
       ('and', 'was', '_'): 3,
       ('are', '_'): 3,
       ('as', '_'): 41,
       ('as', '_', 'means'): 3,
       ('as', '_', 'result'): 5,
       ('at', '_'): 26,
       ('be', '_'): 8,
       ('become', '_'): 3,
       ('been', '_'): 7,
       ('birth', 'of', '_'): 3,
       ('build', '_'): 3,
       ('by', '_'): 21,
       ('call', '_'): 3,
       ('do', '_'): 4,
       ('for', '_'): 49,
       ('found', '_'): 3,
       ('from', '_'): 9,
       ('get', '_'): 4,
       ('given', '_'): 3,
       ('got', '_'): 4,
       ('had', '_'): 10,
       ('has', '_'): 7,
       ('has', 'been', '_'): 7,
       ('have', '_'): 15,
       ('he', 'is', '_'): 4,
       ('he', 'was', '_'): 5,
       ('hold', '_'): 3,
       ('in', '_'): 47,
       ('into', '_'): 6,
       ('is', '_'): 38,
       ('it', 'is', '_'): 3,
       ('it', 'was', '_'): 3,
       ('james', '_'): 3,
       ('james', '_', '.'): 3,
       ('made', '_'): 6,
       ('make', '_'): 3,
       ('more', 'than', '_'): 6,
       ('not', '_'): 3,
       ('obtain', '_'): 3,
       ('of', '_'): 53,
       ('of', '_', 'daughter'): 3,
       ('off', 'to', '_'): 3,
       ('on', '_'): 28,
       ('only', '_'): 4,
       ('play', '_'): 3,
       ('received', '_'): 3,
       ('said', 'in', '_'): 4,
       ('seek', '_'): 3,
       ('set', '_'): 5,
       ('such', '_'): 7,
       ('take', '_'): 8,
       ('taking', '_'): 3,
       ('than', '_'): 6,
       ('that', '_'): 14,
       ('there', 'is', '_'): 5,
       ('this', 'is', '_'): 4,
       ('through', '_'): 3,
       ('to', '_'): 31,
       ('to', 'build', '_'): 3,
       ('to', 'make', '_'): 3,
       ('to', 'obtain', '_'): 3,
       ('took', '_'): 3,
       ('under', '_'): 3,
       ('up', '_'): 5,
       ('was', '_'): 29,
       ('was', '_', 'member'): 3,
       ('when', '_'): 5,
       ('who', 'is', '_'): 3,
       ('will', 'be', '_'): 4,
       ('with', '_'): 37,
       ('year', 'as', '_'): 3},
 'able': {('_', 'to'): 12,
          ('be', '_'): 6,
          ('be', '_', 'to'): 6,
          ('to', 'be', '_'): 3},
 'about': {(',', '_'): 3,
           ('_', 'half'): 3,
           ('_', 'it'): 5,
           ('_', 'the'): 11,
           ('for', '_'): 3,
           ('information', '_'): 3},
 'according': {(',', '_'): 7, (',', '_', 'to'): 7, ('_', 'to'): 8},
 'accused': {('_', 'of'): 5, ('are', '_'): 3, ('are', '_', 'of'): 3},
 'across': {('_', 'the'): 3},
 'act': {},
 'action': {},
 'actually': {},
 'added': {(',', 'he', '_'): 4,
           ('_', ','): 7,
           ('_', 'that'): 6,
           ('he', '_'): 5},
 'addition': {('_', ','): 4,
              ('_', 'to'): 3,
              ('_', 'to', 'the'): 3,
              ('in', '_'): 6,
              ('in', '_', ','): 4},
 'additional': {('an', '_'): 3},
 'address': {('the', '_'): 3},
 'administration': {('_', '.'): 5,
                    ('_', 'and'): 3,
                    ('_', 'has'): 3,
                    ('_', 'in'): 3,
                    ('_', 'will'): 4,
                    ('_', 'would'): 3,
                    ('if', 'the', '_'): 3,
                    ('kennedy', '_'): 7,
                    ('new', '_'): 3,
                    ('the', '_'): 19,
                    ('the', 'kennedy', '_'): 5,
                    ('the', 'new', '_'): 3},
 'admitted': {},
 'adopted': {},
 'advantage': {('_', 'of'): 3},
 'after': {(',', '_'): 7,
           ('_', 'a'): 10,
           ('_', 'he'): 8,
           ('_', 'spending'): 3,
           ('_', 'the'): 24,
           ('day', '_'): 3,
           ('days', '_'): 4,
           ('days', '_', 'the'): 3},
 'afternoon': {('_', ','): 3, ('_', '.'): 3},
 'again': {('_', ','): 4, ('_', 'and'): 4},
 'against': {('_', 'a'): 3, ('_', 'bradley'): 3, ('_', 'the'): 16},
 'age': {},
 'ago': {('_', ','): 5,
         ('weeks', '_'): 5,
         ('weeks', '_', ','): 3,
         ('years', '_'): 6},
 'agreed': {('_', 'that'): 3, ('_', 'to'): 5},
 'aid': {('_', 'to'): 5, ('economic', '_'): 3},
 'air': {('_', 'force'): 5, ('the', '_'): 6, ('the', '_', 'force'): 4},
 'al': {},
 'all': {(',', '_'): 4,
         ('_', 'for'): 3,
         ('_', 'of'): 4,
         ('_', 'of', 'the'): 4,
         ('_', 'the'): 8,
         ('_', 'the', 'way'): 3,
         ('and', '_'): 6,
         ('for', '_'): 6,
         ('of', '_'): 10},
 'almost': {('_', 'a'): 3, ('for', '_'): 3},
 'along': {('_', 'the'): 4, ('_', 'with'): 4},
 'already': {('_', 'has'): 3},
 'also': {(',', '_'): 7,
          ('_', 'a'): 3,
          ('_', 'was'): 6,
          ('and', '_'): 4,
          ('he', '_'): 7,
          ('it', '_'): 3,
          ('they', '_'): 3,
          ('was', '_'): 3},
 'although': {('_', 'he'): 3},
 'american': {('_', 'league'): 6,
              ('an', '_'): 4,
              ('of', 'the', '_'): 5,
              ('the', '_'): 14,
              ('the', '_', 'league'): 4},
 'americans': {},
 'among': {(',', '_'): 4,
           ('_', 'other'): 3,
           ('_', 'the'): 8,
           ('_', 'them'): 3},
 'amount': {('_', 'of'): 4,
            ('_', 'of', 'the'): 3,
            ('full', '_'): 4,
            ('the', 'full', '_'): 4},
 'an': {(',', '_'): 12,
        ('_', 'additional'): 3,
        ('_', 'american'): 4,
        ('_', 'annual'): 3,
        ('_', 'assistant'): 3,
        ('_', 'effort'): 4,
        ('_', 'effort', 'to'): 3,
        ('_', 'official'): 5,
        ('_', 'unspecified'): 3,
        ('and', '_'): 3,
        ('as', '_'): 6,
        ('be', '_'): 5,
        ('by', '_'): 3,
        ('for', '_'): 5,
        ('in', '_'): 10,
        ('is', '_'): 5,
        ('of', '_'): 11,
        ('such', '_'): 4,
        ('that', '_'): 3,
        ('to', '_'): 6,
        ('to', 'be', '_'): 3,
        ('with', '_'): 6},
 'and': {(')', '_'): 5,
         (',', '_'): 164,
         (',', '_', 'a'): 4,
         (',', '_', 'he'): 4,
         (',', '_', 'her'): 3,
         (',', '_', 'his'): 3,
         (',', '_', 'it'): 3,
         (',', '_', 'john'): 3,
         (',', '_', 'mrs'): 6,
         (',', '_', 'that'): 3,
         (',', '_', 'the'): 15,
         ('--', '_'): 6,
         ('.', ',', '_'): 10,
         ('.', '_'): 40,
         ('.', '_', 'mrs'): 36,
         (';', '_'): 6,
         ('_', ','): 7,
         ('_', ',', 'as'): 3,
         ('_', 'a'): 38,
         ('_', 'a', 'half'): 3,
         ('_', 'a', 'member'): 3,
         ('_', 'all'): 6,
         ('_', 'also'): 4,
         ('_', 'an'): 3,
         ('_', 'are'): 3,
         ('_', 'at'): 3,
         ('_', 'city'): 3,
         ('_', 'daughter'): 3,
         ('_', 'daughter', ','): 3,
         ('_', 'dental'): 4,
         ('_', 'has'): 3,
         ('_', 'he'): 8,
         ('_', 'her'): 6,
         ('_', 'his'): 16,
         ('_', 'his', 'bride'): 3,
         ('_', 'his', 'wife'): 4,
         ('_', 'i'): 6,
         ('_', 'if'): 3,
         ('_', 'in'): 5,
         ('_', 'is'): 6,
         ('_', 'it'): 6,
         ('_', 'its'): 4,
         ('_', 'j'): 3,
         ('_', 'john'): 5,
         ('_', 'made'): 4,
         ('_', 'more'): 3,
         ('_', 'mr'): 6,
         ('_', 'mr', '.'): 6,
         ('_', 'mrs'): 58,
         ('_', 'mrs', '.'): 58,
         ('_', 'now'): 3,
         ('_', 'one'): 3,
         ('_', 'other'): 16,
         ('_', 'others'): 4,
         ('_', 'said'): 4,
         ('_', 'scored'): 3,
         ('_', 'sen'): 4,
         ('_', 'sen', '.'): 4,
         ('_', 'she'): 3,
         ('_', 'some'): 4,
         ('_', 'south'): 4,
         ('_', 'state'): 6,
         ('_', 'stole'): 4,
         ('_', 'that'): 14,
         ('_', 'the'): 71,
         ('_', 'the', 'late'): 4,
         ('_', 'the', 'other'): 3,
         ('_', 'their'): 5,
         ('_', 'then'): 6,
         ('_', 'there'): 5,
         ('_', 'they'): 4,
         ('_', 'to'): 5,
         ('_', 'two'): 6,
         ('_', 'was'): 12,
         ('_', 'was', 'a'): 3,
         ('_', 'we'): 4,
         ('_', 'were'): 3,
         ('_', 'wife'): 3,
         ('_', 'will'): 7,
         ('_', 'would'): 4,
         ('a', 'year', '_'): 3,
         ('administration', '_'): 3,
         ('again', '_'): 4,
         ('association', '_'): 4,
         ('ball', '_'): 4,
         ('center', '_'): 3,
         ('church', '_'): 3,
         ('city', '_'): 4,
         ('dallas', '_'): 5,
         ('day', '_'): 3,
         ('education', '_'): 3,
         ('game', '_'): 4,
         ('he', '_'): 4,
         ('house', '_'): 3,
         ('it', '_'): 3,
         ('j', '_'): 3,
         ('leaders', '_'): 3,
         ('line', '_'): 3,
         ('lines', '_'): 3,
         ('mays', '_'): 3,
         ('medical', '_'): 7,
         ('medical', '_', 'dental'): 4,
         ('mr', '.', '_'): 33,
         ('open', '_'): 3,
         ('right', '_'): 4,
         ('said', ',', '_'): 6,
         ('school', '_'): 4,
         ('state', '_'): 4,
         ('streets', '_'): 3,
         ('the', 'city', '_'): 4,
         ('university', '_'): 4,
         ('wife', '_'): 3,
         ('year', '_'): 6},
 'annapolis': {('_', ','): 3, ('_', ',', 'jan'): 3},
 'anne': {('_', 'arundel'): 5, ('_', 'arundel', 'county'): 3},
 'announce': {('_', 'the'): 5, ('_', 'the', 'birth'): 3},
 'announced': {('_', 'that'): 7, ('was', '_'): 6},
 'annual': {('an', '_'): 3, ('the', '_'): 4},
 'another': {('for', '_'): 3, ('in', '_'): 3},
 'any': {},
 'ap': {('(', '_'): 9,
        ('(', '_', ')'): 9,
        ('--', '(', '_'): 3,
        ('17', '(', '_'): 3,
        ('_', ')'): 9,
        ('_', ')', '--'): 9},
 'apartment': {},
 'apartments': {('_', ','): 4},
 'apparently': {(',', '_'): 3},
 'appointment': {('_', 'of'): 5, ('the', '_'): 4, ('the', '_', 'of'): 3},
 'approved': {},
 'april': {(',', '_'): 3, ('the', '_'): 3},
 'are': {(',', '_'): 10,
         (',', 'which', '_'): 4,
         ('_', 'a'): 3,
         ('_', 'accused'): 3,
         ('_', 'accused', 'of'): 3,
         ('_', 'expected'): 4,
         ('_', 'expected', 'to'): 4,
         ('_', 'in'): 3,
         ('_', 'mr'): 3,
         ('_', 'mr', '.'): 3,
         ('_', 'not'): 5,
         ('_', 'of'): 3,
         ('_', 'the'): 4,
         ('_', 'to'): 5,
         ('and', '_'): 3,
         ('that', '_'): 4,
         ('there', '_'): 12,
         ('they', '_'): 8,
         ('we', '_'): 6,
         ('which', '_'): 5,
         ('who', '_'): 7},
 'area': {},
 'arms': {},
 'army': {('_', '.'): 3, ('the', '_'): 7},
 'arnold': {('_', 'palmer'): 3},
 'around': {('_', 'the'): 3},
 'arrested': {},
 'art': {},
 'as': {(',', '_'): 27,
        (',', '_', 'a'): 6,
        (',', '_', 'the'): 5,
        ('_', 'a'): 41,
        ('_', 'a', 'means'): 3,
        ('_', 'a', 'result'): 5,
        ('_', 'an'): 6,
        ('_', 'he'): 5,
        ('_', 'his'): 3,
        ('_', 'long'): 3,
        ('_', 'long', 'as'): 3,
        ('_', 'many'): 4,
        ('_', 'much'): 4,
        ('_', 'one'): 3,
        ('_', 'one', 'of'): 3,
        ('_', 'possible'): 4,
        ('_', 'president'): 5,
        ('_', 'soon'): 5,
        ('_', 'soon', 'as'): 5,
        ('_', 'the'): 35,
        ('_', 'they'): 9,
        ('_', 'to'): 3,
        ('_', 'we'): 3,
        ('_', 'well'): 7,
        ('_', 'well', 'as'): 6,
        ('and', ',', '_'): 3,
        ('as', 'long', '_'): 3,
        ('as', 'soon', '_'): 5,
        ('as', 'well', '_'): 6,
        ('himself', '_'): 3,
        ('identified', '_'): 3,
        ('just', '_'): 4,
        ('long', '_'): 5,
        ('soon', '_'): 5,
        ('soon', '_', 'possible'): 3,
        ('such', '_'): 3,
        ('well', '_'): 6,
        ('year', '_'): 4,
        ('year', '_', 'a'): 3},
 'ask': {},
 'asked': {('_', 'for'): 5, ('he', '_'): 4, ('was', '_'): 3},
 'assembly': {('general', '_'): 4, ('the', 'general', '_'): 3},
 'assistant': {('an', '_'): 3},
 'association': {('_', ','): 6,
                 ('_', 'and'): 4,
                 ('_', 'of'): 4,
                 ('fighters', '_'): 3,
                 ('fire', 'fighters', '_'): 3},
 'at': {(',', '_'): 8,
        (',', '_', 'the'): 3,
        ('_', '4'): 3,
        ('_', '8'): 3,
        ('_', 'a'): 26,
        ('_', 'fort'): 3,
        ('_', 'franklin'): 3,
        ('_', 'her'): 5,
        ('_', 'her', 'home'): 4,
        ('_', 'his'): 3,
        ('_', 'home'): 3,
        ('_', 'j'): 3,
        ('_', 'least'): 6,
        ('_', 'one'): 3,
        ('_', 'philmont'): 3,
        ('_', 'present'): 3,
        ('_', 'the'): 96,
        ('_', 'the', 'end'): 3,
        ('_', 'the', 'polls'): 3,
        ('_', 'the', 'same'): 4,
        ('_', 'the', 'university'): 3,
        ('_', 'this'): 3,
        ('_', 'which'): 6,
        ('and', '_'): 3,
        ('be', '_'): 6,
        ('died', 'sunday', '_'): 3,
        ('entertained', '_'): 3,
        ('evening', '_'): 3,
        ('held', '_'): 3,
        ('luncheon', '_'): 4,
        ('night', '_'): 3,
        ('sunday', '_'): 3,
        ('will', 'be', '_'): 3,
        ('work', '_'): 4},
 'atlanta': {('_', ','): 4,
             ('of', '_'): 6,
             ('of', '_', ','): 3,
             ('the', '_'): 5},
 'atomic': {},
 'attack': {('_', ','): 3, ('_', '.'): 5, ('_', 'on'): 3},
 'attempt': {('_', 'to'): 4, ('_', 'to', 'get'): 3},
 'attend': {('_', 'the'): 7, ('to', '_'): 10, ('to', '_', 'the'): 7},
 'attended': {},
 'attorney': {(',', '_'): 3,
              ('_', ','): 3,
              ('_', 'general'): 6,
              ('district', '_'): 3,
              ('the', '_'): 4,
              ('the', '_', 'general'): 3},
 'audience': {('the', '_'): 3},
 'austin': {('_', ','): 7, ('_', ',', 'texas'): 6},
 'authority': {},
 'ave': {('_', '.'): 6, ('_', '.', ','): 5},
 'avenue': {('_', ','): 4, ('pennsylvania', '_'): 4},
 'award': {('_', '.'): 3},
 'away': {('_', 'from'): 3},
 'b': {('.', '_'): 5, ('.', '_', '.'): 5, ('_', '.'): 24},
 'back': {('_', ','): 3,
          ('_', 'in'): 7,
          ('_', 'in', 'the'): 3,
          ('_', 'into'): 3,
          ('_', 'on'): 4,
          ('_', 'on', 'the'): 3,
          ('_', 'to'): 4,
          ('come', '_'): 3,
          ('the', '_'): 3},
 'ball': {('_', ','): 5, ('_', 'and'): 4, ('a', '_'): 3, ('the', '_'): 16},
 'ballot': {('_', ','): 3},
 'barber': {},
 'barnett': {('_', ','): 3},
 'base': {('a', '_'): 3},
 'baseball': {(',', '_'): 3},
 'basis': {('_', 'of'): 3,
           ('on', 'the', '_'): 3,
           ('the', '_'): 3,
           ('the', '_', 'of'): 3},
 'batting': {},
 'battle': {('the', '_'): 4},
 'be': {(',', 'will', '_'): 7,
        (',', 'would', '_'): 3,
        ('_', 'a'): 8,
        ('_', 'able'): 6,
        ('_', 'able', 'to'): 6,
        ('_', 'allowed'): 3,
        ('_', 'allowed', 'to'): 3,
        ('_', 'an'): 5,
        ('_', 'at'): 6,
        ('_', 'considered'): 4,
        ('_', 'done'): 5,
        ('_', 'expected'): 3,
        ('_', 'given'): 5,
        ('_', 'given', 'the'): 3,
        ('_', 'headed'): 3,
        ('_', 'headed', 'by'): 3,
        ('_', 'held'): 7,
        ('_', 'in'): 10,
        ('_', 'in', 'the'): 3,
        ('_', 'made'): 6,
        ('_', 'more'): 3,
        ('_', 'mrs'): 3,
        ('_', 'mrs', '.'): 3,
        ('_', 'no'): 5,
        ('_', 'taken'): 7,
        ('_', 'taken', 'to'): 3,
        ('_', 'the'): 16,
        ('_', 'the', 'first'): 3,
        ('_', 'to'): 3,
        ('_', 'used'): 3,
        ('_', 'willing'): 3,
        ('_', 'willing', 'to'): 3,
        ('can', '_'): 9,
        ('can', '_', 'expected'): 3,
        ('could', '_'): 4,
        ('expected', 'to', '_'): 4,
        ('going', 'to', '_'): 3,
        ('he', 'will', '_'): 3,
        ('he', 'would', '_'): 3,
        ("he'll", '_'): 4,
        ('it', 'will', '_'): 4,
        ('it', 'would', '_'): 4,
        ('may', '_'): 8,
        ('might', '_'): 5,
        ('must', '_'): 9,
        ('not', '_'): 8,
        ('seemed', 'to', '_'): 4,
        ('shall', '_'): 3,
        ('should', '_'): 22,
        ('there', 'will', '_'): 7,
        ('there', 'would', '_'): 3,
        ('they', 'will', '_'): 3,
        ('to', '_'): 51,
        ('to', '_', 'able'): 3,
        ('to', '_', 'an'): 3,
        ('to', '_', 'in'): 3,
        ('to', '_', 'the'): 3,
        ('who', 'will', '_'): 4,
        ('will', '_'): 92,
        ('will', '_', 'a'): 4,
        ('will', '_', 'at'): 3,
        ('will', '_', 'headed'): 3,
        ('will', '_', 'held'): 5,
        ('will', '_', 'mrs'): 3,
        ('will', '_', 'the'): 9,
        ('would', '_'): 46,
        ('would', '_', 'given'): 3,
        ('would', '_', 'to'): 3,
        ('would', '_', 'willing'): 3},
 'beach': {},
 'bears': {('the', '_'): 6},
 'beat': {('_', 'the'): 3},
 'became': {},
 'because': {(',', '_'): 7,
             (',', '_', 'the'): 3,
             ('_', 'of'): 12,
             ('_', 'of', 'the'): 6,
             ('_', 'the'): 3},
 'become': {('_', 'a'): 3, ('has', '_'): 3},
 'been': {(',', 'has', '_'): 5,
          (',', 'have', '_'): 4,
          ('_', 'a'): 7,
          ('_', 'in'): 5,
          ('_', 'living'): 3,
          ('_', 'no'): 3,
          ('_', 'the'): 4,
          ('_', 'under'): 3,
          ('had', '_'): 27,
          ('has', '_'): 52,
          ('has', '_', 'a'): 7,
          ('has', '_', 'living'): 3,
          ('has', '_', 'no'): 3,
          ('has', '_', 'the'): 3,
          ('has', 'not', '_'): 4,
          ('have', '_'): 20,
          ('he', 'has', '_'): 3,
          ('not', '_'): 4,
          ('there', 'has', '_'): 5,
          ('which', 'has', '_'): 3,
          ('who', 'has', '_'): 6},
 'before': {(',', '_'): 3, ('_', 'the'): 11, ('just', '_'): 3},
 'began': {},
 'begin': {('to', '_'): 3},
 'being': {('is', '_'): 3},
 'benington': {},
 'best': {('_', 'man'): 3, ('the', '_'): 8},
 'better': {('a', '_'): 3},
 'between': {('_', 'the'): 8},
 'big': {('a', '_'): 5, ('the', '_'): 7},
 'bill': {('_', ','): 8,
          ('_', '.'): 3,
          ('_', 'is'): 4,
          ('a', '_'): 6,
          ('housing', '_'): 3,
          ('tax', '_'): 8,
          ('the', '_'): 11,
          ('the', 'tax', '_'): 3},
 'bills': {},
 'birds': {('the', '_'): 5},
 'blue': {('the', '_'): 3},
 'board': {('_', 'member'): 3,
           ('_', 'members'): 4,
           ('_', 'of'): 12,
           ('a', '_'): 3,
           ('school', '_'): 3,
           ('that', 'the', '_'): 3,
           ('the', '_'): 14,
           ('the', '_', 'of'): 5},
 'bob': {},
 'bond': {('_', 'issue'): 4, ('performance', '_'): 3},
 'bonds': {('_', '.'): 4},
 'books': {},
 'boston': {},
 'both': {(',', '_'): 11, (',', '_', 'of'): 6, ('_', 'of'): 7},
 'boy': {('the', '_'): 5},
 'boys': {('the', '_'): 5},
 'bride': {('_', ','): 3,
           ('_', 'was'): 3,
           ('_', 'was', 'given'): 3,
           ('and', 'his', '_'): 3,
           ('his', '_'): 3,
           ('the', '_'): 6,
           ('the', '_', 'was'): 3},
 'bring': {('_', 'in'): 3, ('to', '_'): 7},
 'british': {},
 'brother': {('_', ','): 5, ('his', '_'): 4},
 'brought': {},
 'buckley': {('.', '_'): 5, ('mr', '.', '_'): 4},
 'build': {('_', 'a'): 3, ('to', '_'): 6, ('to', '_', 'a'): 3},
 'building': {},
 'business': {},
 'but': {(',', '_'): 46,
         (',', '_', 'i'): 4,
         (',', '_', 'the'): 4,
         ('--', '_'): 4,
         ('_', 'he'): 8,
         ('_', 'his'): 3,
         ('_', 'i'): 7,
         ('_', 'it'): 4,
         ('_', 'not'): 3,
         ('_', 'the'): 9,
         ('_', 'their'): 3,
         ('_', 'there'): 6,
         ('_', 'we'): 4},
 'by': {(',', '_'): 10,
        ('_', 'a'): 21,
        ('_', 'an'): 3,
        ('_', 'her'): 4,
        ('_', 'her', 'father'): 3,
        ('_', 'sen'): 5,
        ('_', 'sen', '.'): 5,
        ('_', 'the'): 52,
        ('be', 'headed', '_'): 3,
        ('followed', '_'): 5,
        ('headed', '_'): 4,
        ('headed', '_', 'the'): 3,
        ('in', 'marriage', '_'): 3,
        ('made', '_'): 8,
        ('marriage', '_'): 3,
        ('marriage', '_', 'her'): 3,
        ('proposed', '_'): 3,
        ('supported', '_'): 3,
        ('was', 'made', '_'): 3,
        ('year', '_'): 3,
        ('yesterday', '_'): 3},
 'c': {('.', '_'): 10,
       ('.', '_', '.'): 10,
       ('_', '.'): 31,
       ('_', '.', ','): 3,
       ('d', '.', '_'): 3,
       ('john', '_'): 4,
       ('john', '_', '.'): 4},
 'call': {('_', 'a'): 3, ('to', '_'): 3},
 'called': {('_', 'for'): 10, ('_', 'upon'): 3},
 'calls': {('_', 'for'): 5},
 'came': {('_', 'to'): 5, ('he', '_'): 3},
 'campaign': {('_', '.'): 4, ('the', '_'): 3},
 'can': {('_', 'be'): 9,
         ('_', 'be', 'expected'): 3,
         ('_', 'only'): 4,
         ('i', '_'): 4,
         ('it', '_'): 5,
         ('they', '_'): 5,
         ('we', '_'): 3,
         ('you', '_'): 3},
 "can't": {('i', '_'): 3},
 'candidate': {('_', ','): 3,
               ('_', 'for'): 4,
               ('_', 'in'): 3,
               ('a', '_'): 6,
               ('a', '_', 'in'): 3},
 'candidates': {},
 'car': {('_', ','): 3, ('the', '_'): 7},
 'care': {('_', 'plan'): 5,
          ('aged', '_'): 4,
          ('aged', '_', 'plan'): 4,
          ('the', 'aged', '_'): 3},
 'career': {},
 'carry': {('to', '_'): 5},
 'case': {('_', '.'): 4,
          ('_', 'of'): 5,
          ('in', '_'): 4,
          ('in', '_', 'of'): 3,
          ('the', '_'): 3},
 'cases': {('seven', '_'): 3},
 'cent': {('10', 'per', '_'): 4,
          ('_', '.'): 3,
          ('_', ';'): 5,
          ('_', 'of'): 4,
          ('_', 'of', 'the'): 3,
          ('per', '_'): 25,
          ('per', '_', '.'): 3,
          ('per', '_', ';'): 5,
          ('per', '_', 'of'): 4},
 'center': {('_', '.'): 6,
            ('_', 'and'): 3,
            ('_', 'of'): 3,
            ('right', '_'): 3,
            ('the', '_'): 6,
            ('the', '_', 'of'): 3},
 'central': {('_', 'falls'): 3, ('the', '_'): 5},
 'certain': {},
 'chairman': {(',', '_'): 7,
              (',', '_', 'of'): 5,
              ('_', ','): 3,
              ('_', '.'): 3,
              ('_', 'of'): 17,
              ('_', 'of', 'the'): 11,
              ('is', '_'): 6,
              ('is', '_', 'of'): 5},
 'changes': {('_', ','): 3, ('_', 'in'): 3},
 'charge': {('_', 'of'): 4},
 'charged': {},
 'charges': {},
 'charles': {('.', '_'): 6, ('mrs', '.', '_'): 4},
 'charter': {('_', 'commission'): 3,
             ('home', 'rule', '_'): 5,
             ('rule', '_'): 5,
             ('the', '_'): 4},
 'chicago': {('the', '_'): 6},
 'chief': {},
 'children': {('_', ','): 5,
              ('_', '.'): 3,
              ('the', '_'): 4,
              ('their', '_'): 3},
 'choice': {},
 'church': {('_', '.'): 7,
            ('_', 'and'): 3,
            ('methodist', '_'): 3,
            ('the', '_'): 3},
 'churches': {('_', 'in'): 4, ('new', '_'): 3},
 'cincinnati': {},
 'cities': {},
 'citizens': {('_', 'group'): 4, ('the', '_'): 4, ('the', '_', 'group'): 4},
 'city': {('_', ','): 3,
          ('_', '.'): 6,
          ('_', 'and'): 4,
          ('_', 'council'): 8,
          ('and', '_'): 3,
          ('in', 'the', '_'): 4,
          ('kansas', '_'): 9,
          ('new', 'york', '_'): 3,
          ('of', 'the', '_'): 6,
          ('that', 'the', '_'): 4,
          ('the', '_'): 32,
          ('the', '_', '.'): 3,
          ('the', '_', 'and'): 4,
          ('the', '_', 'council'): 5,
          ('the', 'kansas', '_'): 3,
          ('york', '_'): 3},
 "city's": {('the', '_'): 6},
 'civil': {('_', 'defense'): 7,
           ('_', 'defense', 'program'): 3,
           ('_', 'servants'): 4},
 'clark': {('.', '_'): 5, ('dr', '.', '_'): 5},
 'club': {('_', '.'): 6,
          ('_', 'to'): 3,
          ('_', 'will'): 3,
          ('country', '_'): 5,
          ('league', '_'): 3,
          ('national', 'league', '_'): 3,
          ('philmont', 'country', '_'): 3,
          ('the', '_'): 7},
 'co': {('_', '.'): 8},
 'coach': {(',', '_'): 4, ('_', '.'): 4},
 'coalition': {('_', 'government'): 5,
               ('a', '_'): 4,
               ('a', '_', 'government'): 4},
 'college': {('_', ','): 3, ('_', '.'): 4, ('_', 'of'): 3, ('state', '_'): 6},
 'combined': {},
 'come': {('_', 'back'): 3, ('_', 'from'): 3, ('_', 'to'): 3},
 'coming': {('the', '_'): 3},
 'commission': {('charter', '_'): 3},
 'commissioner': {},
 'committee': {('_', ','): 5,
               ('_', '.'): 10,
               ('_', 'for'): 4,
               ('_', 'on'): 6,
               ('_', 'to'): 3,
               ('a', '_'): 3,
               ('executive', '_'): 3,
               ('of', 'the', '_'): 4,
               ('rules', '_'): 3,
               ('state', '_'): 3,
               ('the', '_'): 10},
 'communist': {('_', 'bloc'): 3, ('the', '_'): 6, ('the', '_', 'bloc'): 3},
 'communists': {('the', '_'): 6},
 'community': {('the', '_'): 3},
 'company': {('hughes', '_'): 3, ('the', 'hughes', '_'): 3},
 'complete': {('a', '_'): 4},
 'concern': {('hughes', '_'): 3, ('the', 'hughes', '_'): 3},
 'condition': {},
 'conference': {('_', '.'): 3,
                ('_', 'on'): 3,
                ('geneva', '_'): 3,
                ('press', '_'): 3},
 'conflict': {},
 'congress': {},
 'congressional': {},
 'considered': {('be', '_'): 4},
 'conspiracy': {('_', ','): 4, ('a', '_'): 3},
 'constitutional': {('_', 'amendment'): 3},
 'construction': {('_', '.'): 3, ('_', 'of'): 4},
 'continue': {('_', 'to'): 4, ('will', '_'): 3},
 'continued': {},
 'contract': {('the', '_'): 4},
 'contributions': {},
 'cook': {('_', 'county'): 3},
 'corps': {('peace', '_'): 4},
 'cost': {('_', 'of'): 6, ('the', '_'): 4, ('the', '_', 'of'): 3},
 'costs': {('_', '.'): 4},
 'could': {(',', 'it', '_'): 3,
           ('_', 'be'): 4,
           ('_', 'not'): 3,
           ('_', 'use'): 3,
           ('he', '_'): 7,
           ('it', '_'): 7,
           ('they', '_'): 5},
 'council': {('_', 'of'): 4,
             ('city', '_'): 8,
             ('the', '_'): 10,
             ('the', 'city', '_'): 5},
 'counties': {},
 'countries': {},
 'country': {('_', 'club'): 5,
             ('philmont', '_'): 3,
             ('philmont', '_', 'club'): 3,
             ('the', '_'): 4},
 'county': {('_', ','): 5,
            ('_', 'jail'): 3,
            ('_', 'leaders'): 3,
            ('_', 'school'): 3,
            ('anne', 'arundel', '_'): 3,
            ('arundel', '_'): 3,
            ('cook', '_'): 3,
            ('fulton', '_'): 6,
            ('morris', '_'): 3,
            ('the', '_'): 5,
            ('the', 'fulton', '_'): 3},
 'couple': {('_', 'of'): 3, ('the', '_'): 5},
 'course': {(',', 'of', '_'): 4,
            ('_', ','): 5,
            ('of', '_'): 5,
            ('of', '_', ','): 4},
 'court': {('_', '.'): 5,
           ('_', 'of'): 3,
           ('criminal', '_'): 4,
           ('district', '_'): 3,
           ('superior', '_'): 4,
           ('the', '_'): 5},
 'crowd': {('the', '_'): 3},
 'current': {('the', '_'): 5},
 'cut': {},
 'd': {('(', '_'): 5,
       ('(', '_', '.'): 4,
       (',', '_'): 4,
       (',', '_', '.'): 4,
       ('.', '_'): 5,
       ('.', '_', '.'): 5,
       ('_', '.'): 22,
       ('_', '.', ','): 4,
       ('_', '.', 'c'): 3,
       ('washington', ',', '_'): 3},
 'dallas': {('_', 'and'): 5, ('in', '_'): 3, ('of', '_'): 3},
 'date': {},
 'daughter': {('_', ','): 16,
              ('a', '_'): 5,
              ('a', '_', ','): 5,
              ('and', '_'): 3,
              ('and', '_', ','): 3,
              ('of', 'a', '_'): 3,
              ('their', '_'): 4,
              ('their', '_', ','): 4},
 'dave': {},
 'davis': {},
 'day': {('_', '.'): 5,
         ('_', 'after'): 3,
         ('_', 'and'): 3,
         ('_', 'schools'): 4,
         ('a', '_'): 3,
         ('that', '_'): 3,
         ('the', '_'): 8},
 'days': {('_', '.'): 5,
          ('_', 'after'): 4,
          ('_', 'after', 'the'): 3,
          ('_', 'for'): 3,
          ('_', 'in'): 3,
          ('three', '_'): 3,
          ('two', '_'): 3},
 'de': {},
 'dead': {('the', '_'): 4},
 'deaf': {('for', 'the', '_'): 3, ('the', '_'): 3},
 'death': {},
 'decided': {('_', 'to'): 6},
 'decision': {},
 'declared': {('_', '.'): 3, ('he', '_'): 4},
 'defendants': {('of', 'the', '_'): 4, ('the', '_'): 5},
 'defense': {('_', 'program'): 3,
             ('civil', '_'): 7,
             ('civil', '_', 'program'): 3},
 'defensive': {},
 'degree': {('_', 'from'): 3, ('_', 'in'): 3},
 'delegates': {},
 'democratic': {('_', 'gubernatorial'): 3,
                ('_', 'party'): 6,
                ('of', 'the', '_'): 3,
                ('the', '_'): 10,
                ('the', '_', 'party'): 4},
 'dental': {('_', 'schools'): 4, ('and', '_'): 4, ('medical', 'and', '_'): 4},
 'denver': {('the', '_'): 3},
 'department': {('_', ','): 3,
                ('_', 'of'): 4,
                ('highway', '_'): 4,
                ('the', '_'): 5,
                ('the', '_', 'of'): 3},
 'designed': {('_', 'to'): 5},
 'despite': {(',', '_'): 4, ('_', 'the'): 4},
 'developed': {},
 'development': {('_', 'in'): 3, ('the', '_'): 3},
 'dick': {},
 'did': {('_', 'in'): 3, ('_', 'not'): 14, ('he', '_'): 5},
 "didn't": {},
 'died': {(',', '_'): 4,
          (',', '_', 'sunday'): 3,
          ('_', 'sunday'): 3,
          ('_', 'sunday', 'at'): 3},
 'dinner': {},
 'directed': {},
 'director': {('_', ','): 7,
              ('_', '.'): 3,
              ('_', 'of'): 7,
              ('a', 'full-time', '_'): 3,
              ('full-time', '_'): 3,
              ('j', '_'): 3},
 'district': {('_', ','): 3,
              ('_', '.'): 3,
              ('_', 'attorney'): 3,
              ('_', 'court'): 3},
 'division': {},
 'do': {('_', 'a'): 4,
        ('_', 'not'): 4,
        ('they', '_'): 3,
        ('they', '_', 'not'): 3,
        ('to', '_'): 11},
 'does': {('_', 'not'): 6},
 'dog': {},
 'dollars': {('million', '_'): 6},
 "don't": {('i', '_'): 4},
 'done': {('be', '_'): 5},
 'double': {('a', '_'): 3},
 'down': {(',', '_'): 3,
          ('000', ',', '_'): 3,
          ('_', 'the'): 4,
          ('_', 'to'): 3},
 'dr': {(',', '_'): 5,
        (',', '_', '.'): 5,
        ('_', '.'): 25,
        ('_', '.', 'clark'): 5,
        ('_', '.', 'jenkins'): 4},
 'dreadnought': {('of', 'the', '_'): 3, ('the', '_'): 6},
 'drive': {('_', '.'): 3},
 'driver': {('the', '_'): 4},
 'driving': {('reckless', '_'): 3},
 'dropped': {},
 'during': {('_', 'the'): 16},
 'e': {('.', '_'): 8,
       ('.', '_', '.'): 8,
       ('_', '.'): 23,
       ('_', '.', 'killingsworth'): 3},
 'each': {(',', '_'): 3,
          ('_', 'of'): 3,
          ('_', 'of', 'the'): 3,
          ('_', 'year'): 3,
          ('for', '_'): 7},
 'earlier': {},
 'early': {('_', 'in'): 3, ('in', 'the', '_'): 7, ('the', '_'): 8},
 'east': {('_', '.'): 4,
          ('_', 'providence'): 4,
          ('mile', 'road', '_'): 3,
          ('road', '_'): 3,
          ('road', '_', '.'): 3},
 'economic': {('_', 'aid'): 3},
 'education': {('_', '.'): 3, ('_', 'and'): 3, ('of', '_'): 6},
 'effect': {},
 'effort': {('_', 'to'): 6, ('an', '_'): 4, ('an', '_', 'to'): 3},
 'efforts': {('_', 'to'): 6, ('his', '_'): 3},
 'eight': {('of', '_'): 3},
 'eisenhower': {('_', 'republicanism'): 3},
 'elected': {},
 'election': {('_', ','): 4,
              ('_', '.'): 3,
              ('presidential', '_'): 3,
              ('the', '_'): 10},
 'emory': {(',', '_'): 5,
           (',', '_', 'university'): 5,
           ('_', 'university'): 6,
           ('_', "university's"): 3},
 'end': {('_', 'of'): 5,
         ('_', 'the'): 3,
         ('at', 'the', '_'): 3,
         ('the', '_'): 5,
         ('the', '_', 'of'): 5,
         ('to', '_'): 7,
         ('to', '_', 'the'): 3},
 'enough': {('_', 'to'): 3},
 'estimated': {('_', 'the'): 3},
 'even': {(',', '_'): 3, ('_', 'for'): 3},
 'evening': {('_', 'at'): 3},
 'event': {('the', '_'): 6},
 'ever': {},
 'every': {},
 'evidence': {},
 'executive': {('_', 'committee'): 3},
 'expected': {('_', 'to'): 15,
              ('_', 'to', 'be'): 4,
              ('are', '_'): 4,
              ('are', '_', 'to'): 4,
              ('be', '_'): 3,
              ('can', 'be', '_'): 3,
              ('is', '_'): 13,
              ('is', '_', 'to'): 9},
 'explained': {('_', '.'): 3, ('_', 'that'): 3, ('he', '_'): 3},
 'f': {('_', '.'): 14},
 'face': {('the', '_'): 3, ('to', '_'): 4},
 'facilities': {('_', ','): 3},
 'fact': {('_', 'that'): 4,
          ('in', '_'): 3,
          ('the', '_'): 5,
          ('the', '_', 'that'): 4},
 'failed': {('_', 'to'): 6},
 'fair': {('_', '.'): 3, ('a', '_'): 3},
 'family': {('_', '.'): 3, ('kowalski', '_'): 3, ('the', '_'): 5},
 'far': {('so', '_'): 4, ('thus', '_'): 3},
 'father': {('_', ','): 4,
            ('_', '.'): 3,
            ('by', 'her', '_'): 3,
            ('her', '_'): 5,
            ('her', '_', '.'): 3},
 'federal': {('_', 'bureau'): 3,
             ('_', 'bureau', 'of'): 3,
             ('_', 'government'): 3,
             ('_', 'grants'): 4,
             ('the', '_'): 9,
             ('the', '_', 'bureau'): 3,
             ('the', '_', 'government'): 3},
 'fees': {('_', ','): 3},
 'few': {('a', '_'): 7},
 'field': {('_', ','): 3, ('_', '.'): 4, ('the', '_'): 3},
 'fifth': {('in', 'the', '_'): 3, ('the', '_'): 4},
 'fight': {('the', '_'): 3},
 'final': {('in', 'the', '_'): 3, ('the', '_'): 6},
 'find': {('to', '_'): 3},
 'fire': {('_', 'fighters'): 4,
          ('_', 'fighters', 'association'): 3,
          ('a', '_'): 3,
          ('the', '_'): 7,
          ('the', '_', 'fighters'): 3},
 'firm': {('_', ','): 4},
 'first': {('_', '.'): 3,
           ('_', 'inning'): 4,
           ('_', 'of'): 5,
           ('_', 'time'): 4,
           ('_', 'two'): 3,
           ('_', 'year'): 5,
           ('be', 'the', '_'): 3,
           ('for', 'the', '_'): 7,
           ('his', '_'): 7,
           ('in', 'his', '_'): 3,
           ('in', 'the', '_'): 5,
           ('of', 'the', '_'): 6,
           ('on', 'the', '_'): 3,
           ('the', '_'): 49,
           ('the', '_', 'inning'): 3,
           ('the', '_', 'of'): 5,
           ('the', '_', 'time'): 4,
           ('the', '_', 'two'): 3,
           ('the', '_', 'year'): 4,
           ('their', '_'): 4,
           ('was', '_'): 3,
           ('was', 'the', '_'): 5},
 'five': {('_', 'years'): 3, ('in', 'the', '_'): 3, ('the', '_'): 5},
 'fla': {(',', '_'): 6, (',', '_', '.'): 6, ('_', '.'): 7, ('_', '.', ','): 6},
 'floor': {('_', '.'): 3, ('the', '_'): 3},
 'follow': {},
 'followed': {(',', '_'): 3, ('_', 'by'): 5},
 'following': {('the', '_'): 3},
 'football': {('_', '.'): 3,
              ('_', 'league'): 5,
              ('national', '_'): 4,
              ('national', '_', 'league'): 4},
 'for': {(',', '_'): 26,
         (',', '_', 'his'): 3,
         (',', '_', 'the'): 7,
         ('.', ',', '_'): 5,
         ('_', 'a'): 49,
         ('_', 'about'): 3,
         ('_', 'all'): 6,
         ('_', 'almost'): 3,
         ('_', 'an'): 5,
         ('_', 'another'): 3,
         ('_', 'each'): 7,
         ('_', 'governor'): 4,
         ('_', 'help'): 3,
         ('_', 'her'): 3,
         ('_', 'him'): 4,
         ('_', 'his'): 16,
         ('_', 'its'): 4,
         ('_', 'jones'): 3,
         ('_', 'more'): 6,
         ('_', 'more', 'than'): 3,
         ('_', 'mrs'): 3,
         ('_', 'mrs', '.'): 3,
         ('_', 'one'): 4,
         ('_', 'seven'): 3,
         ('_', 'some'): 4,
         ('_', 'the'): 132,
         ('_', 'the', 'deaf'): 3,
         ('_', 'the', 'first'): 7,
         ('_', 'the', 'full'): 4,
         ('_', 'the', 'new'): 3,
         ('_', 'the', 'wedding'): 3,
         ('_', 'their'): 4,
         ('_', 'this'): 3,
         ('_', 'those'): 3,
         ('_', 'those', 'who'): 3,
         ('_', 'work'): 3,
         ('account', '_'): 3,
         ('all', '_'): 3,
         ('asked', '_'): 5,
         ('called', '_'): 10,
         ('calls', '_'): 5,
         ('candidate', '_'): 4,
         ('committee', '_'): 4,
         ('days', '_'): 3,
         ('deadline', '_'): 3,
         ('even', '_'): 3,
         ('home', '_'): 4,
         ('hospital', '_'): 4,
         ('it', '_'): 3,
         ('million', '_'): 3,
         ('money', '_'): 3,
         ('need', '_'): 6,
         ('night', '_'): 4,
         ('one', '_'): 3,
         ('plan', '_'): 4,
         ('plans', '_'): 3,
         ('proposals', '_'): 3,
         ('provides', '_'): 3,
         ('ready', '_'): 3,
         ('scheduled', '_'): 3,
         ('schools', '_'): 3,
         ('set', '_'): 3,
         ('sue', '_'): 3,
         ('the', 'need', '_'): 5,
         ('up', '_'): 5,
         ('year', '_'): 3},
 'force': {('air', '_'): 5, ('the', 'air', '_'): 4, ('would', '_'): 3},
 'forces': {},
 'foreign': {('_', 'policy'): 3},
 'form': {('_', 'of'): 3, ('to', '_'): 5},
 'former': {(',', '_'): 4,
            (',', 'the', '_'): 4,
            ('_', 'miss'): 4,
            ('is', 'the', '_'): 3,
            ('the', '_'): 10,
            ('the', '_', 'miss'): 4},
 'formula': {},
 'found': {('_', 'a'): 3, ('_', 'the'): 3},
 'four': {('_', 'home'): 3, ('_', 'home', 'runs'): 3, ('the', '_'): 3},
 'fourth': {('in', 'the', '_'): 3, ('the', '_'): 4},
 'frank': {('.', '_'): 5, ('mrs', '.', '_'): 4},
 'free': {('_', 'world'): 3, ('the', '_'): 5, ('the', '_', 'world'): 3},
 'friday': {('_', ','): 4, ('_', '.'): 5, ('_', 'night'): 4, ('said', '_'): 3},
 'friends': {},
 'from': {(',', '_'): 6,
          ('_', 'a'): 9,
          ('_', 'the'): 44,
          ('_', 'the', 'university'): 3,
          ('away', '_'): 3,
          ('come', '_'): 3,
          ('degree', '_'): 3},
 'front': {('_', 'of'): 5, ('in', '_'): 8, ('in', '_', 'of'): 5},
 'full': {('_', 'amount'): 4,
          ('a', '_'): 4,
          ('for', 'the', '_'): 4,
          ('the', '_'): 5,
          ('the', '_', 'amount'): 4},
 'fulton': {('_', 'county'): 6, ('the', '_'): 6, ('the', '_', 'county'): 3},
 'fund': {},
 'funds': {},
 'further': {},
 'future': {('in', 'the', '_'): 4, ('the', '_'): 6},
 'g': {('_', '.'): 11},
 'game': {('_', ','): 8,
          ('_', '.'): 11,
          ('_', 'and'): 4,
          ('night', '_'): 3,
          ('of', 'the', '_'): 5,
          ('the', '_'): 12,
          ('the', '_', '.'): 3},
 'games': {('_', ','): 3, ('_', '.'): 4, ('three', '_'): 4},
 'gave': {(',', '_'): 3, ('_', 'the'): 4, ('_', 'up'): 3},
 'gen': {('_', '.'): 7},
 'general': {('_', ','): 5,
             ('_', 'assembly'): 4,
             ('attorney', '_'): 6,
             ('of', 'the', '_'): 4,
             ('the', '_'): 8,
             ('the', '_', 'assembly'): 3,
             ('the', 'attorney', '_'): 3},
 'generally': {},
 'george': {('.', '_'): 3},
 'georgia': {('the', '_'): 4},
 'get': {('_', 'a'): 4,
         ('_', 'the'): 7,
         ('_', 'to'): 4,
         ('attempt', 'to', '_'): 3,
         ('to', '_'): 13,
         ('to', '_', 'the'): 4,
         ('would', '_'): 3},
 'getting': {},
 'giants': {('_', ','): 3, ('the', '_'): 6},
 'give': {('to', '_'): 9, ('will', '_'): 5},
 'given': {('_', 'a'): 3,
           ('_', 'in'): 3,
           ('_', 'in', 'marriage'): 3,
           ('_', 'the'): 4,
           ('be', '_'): 5,
           ('be', '_', 'the'): 3,
           ('bride', 'was', '_'): 3,
           ('has', '_'): 3,
           ('was', '_'): 5,
           ('was', '_', 'in'): 3,
           ('would', 'be', '_'): 3},
 'go': {('_', 'to'): 5,
        ('to', '_'): 9,
        ('will', '_'): 5,
        ('will', '_', 'to'): 4,
        ('would', '_'): 3},
 'god': {('assemblies', 'of', '_'): 5, ('of', '_'): 8},
 'going': {('_', 'to'): 8,
           ('_', 'to', 'be'): 3,
           ('is', '_'): 3,
           ('is', '_', 'to'): 3,
           ('not', '_'): 3},
 'golf': {},
 'good': {('_', ','): 3, ('a', '_'): 5, ('the', '_'): 3},
 'got': {('_', 'a'): 4},
 'gov': {('_', '.'): 9},
 'government': {('_', ','): 3,
                ('_', '.'): 5,
                ('_', 'is'): 3,
                ('_', 'would'): 3,
                ('a', 'coalition', '_'): 4,
                ('coalition', '_'): 5,
                ('federal', '_'): 3,
                ('the', '_'): 5,
                ('the', 'federal', '_'): 3},
 'governor': {('_', ','): 3, ('for', '_'): 4, ('the', '_'): 7},
 'graduate': {(',', 'a', '_'): 3,
              ('_', 'of'): 5,
              ('a', '_'): 5,
              ('a', '_', 'of'): 4},
 'grand': {('_', 'jury'): 6, ('the', '_'): 6, ('the', '_', 'jury'): 4},
 'grant': {('to', '_'): 3},
 'grants': {('_', 'to'): 6, ('_', 'to', 'states'): 4, ('federal', '_'): 4},
 'great': {('the', '_'): 3},
 'greater': {},
 'green': {('_', ','): 3, ('the', '_'): 3},
 'group': {('_', ','): 5,
           ('_', 'of'): 6,
           ('a', '_'): 4,
           ('a', '_', 'of'): 4,
           ('citizens', '_'): 4,
           ('the', '_'): 3,
           ('the', 'citizens', '_'): 4},
 'groups': {},
 'guests': {},
 'h': {('.', '_'): 4, ('.', '_', '.'): 4, ('_', '.'): 16},
 'had': {(',', '_'): 6,
         ('_', 'a'): 10,
         ('_', 'been'): 27,
         ('_', 'the'): 5,
         ('have', '_'): 3,
         ('he', '_'): 13,
         ('it', '_'): 3,
         ('that', 'he', '_'): 4,
         ('they', '_'): 8,
         ('which', '_'): 4,
         ('who', '_'): 3},
 'half': {('a', '_'): 3, ('about', '_'): 3, ('and', 'a', '_'): 3},
 'halfback': {},
 'hand': {},
 'hansen': {},
 'happy': {},
 'harris': {('_', ','): 5},
 'has': {(',', '_'): 18,
         (',', '_', 'been'): 5,
         (',', 'he', '_'): 3,
         (',', 'who', '_'): 7,
         ('_', 'a'): 7,
         ('_', 'become'): 3,
         ('_', 'been'): 52,
         ('_', 'been', 'a'): 7,
         ('_', 'been', 'living'): 3,
         ('_', 'been', 'no'): 3,
         ('_', 'been', 'the'): 3,
         ('_', 'given'): 3,
         ('_', 'not'): 11,
         ('_', 'not', 'been'): 4,
         ('_', 'said'): 3,
         ('_', 'the'): 3,
         ('administration', '_'): 3,
         ('already', '_'): 3,
         ('and', '_'): 3,
         ('he', '_'): 10,
         ('he', '_', 'been'): 3,
         ('it', '_'): 6,
         ('now', '_'): 4,
         ('that', '_'): 4,
         ('there', '_'): 6,
         ('there', '_', 'been'): 5,
         ('which', '_'): 5,
         ('which', '_', 'been'): 3,
         ('who', '_'): 12,
         ('who', '_', 'been'): 6},
 'havana': {},
 'have': {(',', '_'): 13,
          (',', '_', 'been'): 4,
          ('_', 'a'): 15,
          ('_', 'been'): 20,
          ('_', 'had'): 3,
          ('_', 'no'): 4,
          ('_', 'the'): 5,
          ('_', 'to'): 12,
          ('i', '_'): 3,
          ('they', '_'): 4,
          ('those', 'who', '_'): 3,
          ('to', '_'): 13,
          ('to', '_', 'the'): 3,
          ('we', '_'): 9,
          ('who', '_'): 6,
          ('will', '_'): 8,
          ('would', '_'): 13,
          ('would', '_', 'to'): 6},
 'hawksley': {('.', '_'): 10,
              ('.', '_', 'said'): 7,
              ('_', 'said'): 7,
              ('_', 'said', 'he'): 3,
              ('mr', '.', '_'): 9},
 'he': {(',', '_'): 72,
        (',', '_', 'added'): 4,
        (',', '_', 'has'): 3,
        (',', '_', 'said'): 37,
        (',', '_', 'was'): 3,
        (',', 'and', '_'): 4,
        (',', 'said', '_'): 4,
        (',', 'when', '_'): 3,
        ('_', 'added'): 5,
        ('_', 'also'): 7,
        ('_', 'and'): 4,
        ('_', 'asked'): 4,
        ('_', 'came'): 3,
        ('_', 'could'): 7,
        ('_', 'declared'): 4,
        ('_', 'did'): 5,
        ('_', 'explained'): 3,
        ('_', 'had'): 13,
        ('_', 'has'): 10,
        ('_', 'has', 'been'): 3,
        ('_', 'hopes'): 3,
        ('_', 'hopes', 'to'): 3,
        ('_', 'is'): 14,
        ('_', 'is', 'a'): 4,
        ('_', 'said'): 61,
        ('_', 'said', ','): 18,
        ('_', 'said', '.'): 15,
        ('_', 'said', 'he'): 4,
        ('_', 'said', 'that'): 3,
        ('_', 'told'): 4,
        ('_', 'was'): 34,
        ('_', 'was', 'a'): 5,
        ('_', 'will'): 12,
        ('_', 'will', 'be'): 3,
        ('_', 'would'): 15,
        ('_', 'would', 'be'): 3,
        ('_', 'would', 'not'): 3,
        ('after', '_'): 8,
        ('although', '_'): 3,
        ('and', '_'): 8,
        ('as', '_'): 5,
        ('but', '_'): 8,
        ('hawksley', 'said', '_'): 3,
        ('he', 'said', '_'): 4,
        ('president', 'said', '_'): 3,
        ('said', '_'): 28,
        ('said', '_', 'was'): 5,
        ('said', '_', 'will'): 3,
        ('said', '_', 'would'): 5,
        ('that', '_'): 20,
        ('that', '_', 'had'): 4,
        ('that', '_', 'would'): 4,
        ('then', '_'): 3,
        ('what', '_'): 4,
        ('when', '_'): 19,
        ('when', '_', 'was'): 6,
        ('where', '_'): 3,
        ('which', '_'): 3},
 "he's": {},
 'head': {('_', 'of'): 3, ('_', 'of', 'the'): 3, ('to', '_'): 3},
 'headed': {('_', 'by'): 4,
            ('_', 'by', 'the'): 3,
            ('be', '_'): 3,
            ('be', '_', 'by'): 3,
            ('will', 'be', '_'): 3},
 'health': {('child', '_'): 3},
 'heard': {},
 'hearing': {('a', '_'): 3},
 'held': {('_', 'at'): 3,
          ('_', 'in'): 3,
          ('be', '_'): 7,
          ('will', 'be', '_'): 5},
 'help': {('_', 'the'): 4, ('for', '_'): 3, ('to', '_'): 6},
 'hemphill': {(',', '_'): 3, ('_', 'said'): 3},
 'hengesbach': {},
 'henry': {('.', '_'): 7, ('mrs', '.', '_'): 5},
 'her': {(',', 'and', '_'): 3,
         ('_', 'father'): 5,
         ('_', 'father', '.'): 3,
         ('_', 'home'): 5,
         ('_', 'husband'): 5,
         ('_', 'mother'): 3,
         ('and', '_'): 6,
         ('at', '_'): 5,
         ('at', '_', 'home'): 4,
         ('by', '_'): 4,
         ('by', '_', 'father'): 3,
         ('for', '_'): 3,
         ('in', '_'): 3,
         ('marriage', 'by', '_'): 3,
         ('of', '_'): 9},
 'here': {('_', '.'): 8, ('_', 'on'): 3},
 'high': {('_', 'school'): 11,
          ('_', 'school', ','): 5,
          ('_', 'schools'): 3,
          ('a', '_'): 4,
          ('junior', '_'): 3},
 'higher': {},
 'highway': {('_', 'department'): 4, ('the', '_'): 3},
 'hill': {('_', '.'): 3,
          ('capitol', '_'): 3,
          ('drexel', '_'): 3,
          ('of', 'drexel', '_'): 3},
 'him': {('_', ','): 4,
         ('_', '.'): 7,
         ('_', 'to'): 5,
         ('for', '_'): 4,
         ('knocked', '_'): 3},
 'himself': {('_', 'as'): 3},
 'his': {(',', '_'): 3,
         (',', 'and', '_'): 3,
         (',', 'for', '_'): 3,
         ('--', '_'): 4,
         ('_', 'bride'): 3,
         ('_', 'brother'): 4,
         ('_', 'efforts'): 3,
         ('_', 'first'): 7,
         ('_', 'home'): 4,
         ('_', 'left'): 3,
         ('_', 'money'): 4,
         ('_', 'new'): 3,
         ('_', 'own'): 3,
         ('_', 'second'): 6,
         ('_', 'sister'): 3,
         ('_', 'uncle'): 3,
         ('_', 'wife'): 9,
         ('_', 'wife', ','): 8,
         ('and', '_'): 16,
         ('and', '_', 'bride'): 3,
         ('and', '_', 'wife'): 4,
         ('as', '_'): 3,
         ('at', '_'): 3,
         ('but', '_'): 3,
         ('for', '_'): 16,
         ('in', '_'): 23,
         ('in', '_', 'first'): 3,
         ('of', '_'): 24,
         ('on', '_'): 7,
         ('said', '_'): 3,
         ('that', '_'): 3,
         ('to', '_'): 6,
         ('with', '_'): 9,
         ('with', '_', 'money'): 3},
 'history': {},
 'hit': {},
 'hits': {('_', 'in'): 3},
 'hold': {('_', 'a'): 3, ('to', '_'): 4},
 'hole': {('_', ','): 3},
 'home': {('_', ','): 5,
          ('_', '.'): 8,
          ('_', 'for'): 4,
          ('_', 'in'): 7,
          ('_', 'of'): 5,
          ('_', 'on'): 3,
          ('_', 'rule'): 7,
          ('_', 'rule', 'charter'): 5,
          ('_', 'run'): 4,
          ('_', 'runs'): 7,
          ('_', 'runs', ','): 3,
          ('a', '_'): 4,
          ('at', '_'): 3,
          ('at', 'her', '_'): 4,
          ('four', '_'): 3,
          ('four', '_', 'runs'): 3,
          ('her', '_'): 5,
          ('his', '_'): 4,
          ('nursing', '_'): 4,
          ('the', '_'): 11,
          ('the', '_', 'of'): 3,
          ('the', '_', 'rule'): 3,
          ('their', '_'): 4,
          ('to', 'the', '_'): 3},
 'homer': {},
 'honor': {('_', ','): 3},
 'hospital': {('_', '.'): 5,
              ('_', 'for'): 4,
              ('_', 'in'): 3,
              ('grady', '_'): 3,
              ('the', '_'): 5},
 'hotel': {('_', '.'): 6, ('the', '_'): 4},
 'hours': {('semester', '_'): 3},
 'house': {('_', ','): 5,
           ('_', '.'): 10,
           ('_', 'and'): 3,
           ('_', 'of'): 4,
           ('a', '_'): 3,
           ('in', 'the', '_'): 5,
           ('of', 'the', '_'): 4,
           ('the', '_'): 19,
           ('the', '_', '.'): 4,
           ('the', 'white', '_'): 5,
           ('white', '_'): 10},
 'housing': {('_', 'bill'): 3, ('the', '_'): 4},
 'houston': {('_', ','): 3, ('of', '_'): 6, ('of', '_', ','): 3},
 'how': {('_', 'many'): 5, ('_', 'to'): 3},
 'howard': {('.', '_'): 3},
 'however': {(',', '_'): 14,
             (',', '_', ','): 12,
             ('_', ','): 18,
             ('_', ',', 'that'): 4,
             ('_', ',', 'the'): 3},
 'hughes': {('.', '_'): 5,
            ('_', 'company'): 3,
            ('_', 'concern'): 3,
            ('_', 'said'): 3,
            ('j', '.', '_'): 3,
            ('the', '_'): 8,
            ('the', '_', 'company'): 3,
            ('the', '_', 'concern'): 3},
 'i': {(',', '_'): 9,
       (',', '_', 'think'): 3,
       (',', 'but', '_'): 4,
       ('.', '_'): 4,
       ('.', '_', '.'): 4,
       (':', '_'): 4,
       ('_', '.'): 4,
       ('_', 'am'): 5,
       ('_', 'can'): 4,
       ('_', "can't"): 3,
       ('_', "don't"): 4,
       ('_', 'have'): 3,
       ('_', 'know'): 4,
       ('_', 'think'): 8,
       ('_', 'was'): 4,
       ('and', '_'): 6,
       ('but', '_'): 7,
       ('that', '_'): 3},
 "i'll": {},
 "i'm": {},
 'if': {(',', '_'): 8,
        ('_', 'it'): 3,
        ('_', 'the'): 12,
        ('_', 'the', 'administration'): 3,
        ('_', 'they'): 5,
        ('_', 'you'): 3,
        ('and', '_'): 3,
        ('that', '_'): 4},
 'immediate': {},
 'in': {(',', '000', '_'): 4,
        (',', '_'): 31,
        (',', '_', 'a'): 3,
        (',', '_', 'the'): 10,
        ('.', '_'): 3,
        ('000', '_'): 4,
        ('_', '1'): 4,
        ('_', '1', '.'): 3,
        ('_', '1954'): 4,
        ('_', '1958'): 4,
        ('_', '1959'): 7,
        ('_', '1959', '.'): 3,
        ('_', '1960'): 5,
        ('_', '1960', ','): 3,
        ('_', '1961'): 5,
        ('_', '1961', ','): 3,
        ('_', 'a'): 47,
        ('_', 'addition'): 6,
        ('_', 'addition', ','): 4,
        ('_', 'an'): 10,
        ('_', 'another'): 3,
        ('_', 'case'): 4,
        ('_', 'case', 'of'): 3,
        ('_', 'common'): 3,
        ('_', 'dallas'): 3,
        ('_', 'december'): 4,
        ('_', 'employment'): 3,
        ('_', 'fact'): 3,
        ('_', 'favor'): 3,
        ('_', 'favor', 'of'): 3,
        ('_', 'front'): 8,
        ('_', 'front', 'of'): 5,
        ('_', 'her'): 3,
        ('_', 'his'): 23,
        ('_', 'his', 'first'): 3,
        ('_', 'its'): 3,
        ('_', 'laos'): 8,
        ('_', 'laos', ','): 3,
        ('_', 'laos', '.'): 3,
        ('_', 'marriage'): 5,
        ('_', 'marriage', 'by'): 3,
        ('_', 'massachusetts'): 3,
        ('_', 'new'): 4,
        ('_', 'office'): 3,
        ('_', 'order'): 3,
        ('_', 'other'): 3,
        ('_', 'prison'): 5,
        ('_', 'recent'): 4,
        ('_', 'right'): 3,
        ('_', 'st'): 4,
        ('_', 'st', '.'): 4,
        ('_', 'the'): 324,
        ('_', 'the', 'city'): 4,
        ('_', 'the', 'early'): 7,
        ('_', 'the', 'fifth'): 3,
        ('_', 'the', 'final'): 3,
        ('_', 'the', 'first'): 5,
        ('_', 'the', 'five'): 3,
        ('_', 'the', 'fourth'): 3,
        ('_', 'the', 'future'): 4,
        ('_', 'the', 'house'): 5,
        ('_', 'the', 'last'): 7,
        ('_', 'the', 'legislature'): 4,
        ('_', 'the', 'national'): 3,
        ('_', 'the', 'ninth'): 3,
        ('_', 'the', 'past'): 9,
        ('_', 'the', 'project'): 3,
        ('_', 'the', 'sixth'): 4,
        ('_', 'the', 'state'): 10,
        ('_', 'the', 'third'): 3,
        ('_', 'the', 'top'): 3,
        ('_', 'the', 'world'): 3,
        ('_', 'their'): 14,
        ('_', 'this'): 10,
        ('_', 'two'): 6,
        ('_', 'washington'): 8,
        ('_', 'washington', ','): 4,
        ('_', 'which'): 9,
        ('_', 'which', 'the'): 5,
        ('a', 'candidate', '_'): 3,
        ('administration', '_'): 3,
        ('and', '_'): 5,
        ('are', '_'): 3,
        ('back', '_'): 7,
        ('back', '_', 'the'): 3,
        ('be', '_'): 10,
        ('be', '_', 'the'): 3,
        ('been', '_'): 5,
        ('bring', '_'): 3,
        ('candidate', '_'): 3,
        ('changes', '_'): 3,
        ('churches', '_'): 4,
        ('completions', '_'): 3,
        ('confidence', '_'): 3,
        ('days', '_'): 3,
        ('degree', '_'): 3,
        ('development', '_'): 3,
        ('did', '_'): 3,
        ('discrimination', '_'): 4,
        ('discrimination', '_', 'employment'): 3,
        ('drove', '_'): 3,
        ('early', '_'): 3,
        ('given', '_'): 3,
        ('given', '_', 'marriage'): 3,
        ('held', '_'): 3,
        ('hits', '_'): 3,
        ('home', '_'): 7,
        ('homes', '_'): 3,
        ('hospital', '_'): 3,
        ('increase', '_'): 5,
        ('interest', '_'): 3,
        ('interested', '_'): 7,
        ('involved', '_'): 3,
        ('is', '_'): 7,
        ('judges', '_'): 4,
        ('judges', '_', 'the'): 3,
        ('knee', '_'): 3,
        ('knee', '_', 'the'): 3,
        ('later', '_'): 3,
        ('lead', '_'): 4,
        ('lead', '_', 'the'): 3,
        ('left', '_'): 3,
        ('left', '_', 'the'): 3,
        ('live', '_'): 6,
        ('lives', '_'): 3,
        ('made', '_'): 4,
        ('meeting', '_'): 3,
        ('meeting', '_', 'the'): 3,
        ('monday', '_'): 5,
        ('motel', '_'): 3,
        ('much', '_'): 3,
        ('night', '_'): 5,
        ('not', '_'): 3,
        ('out', '_'): 5,
        ('part', '_'): 4,
        ('party', '_'): 5,
        ('people', '_'): 4,
        ('program', '_'): 4,
        ('run', '_'): 6,
        ('run', '_', 'the'): 5,
        ('runs', '_'): 3,
        ('said', '_'): 6,
        ('said', '_', 'a'): 4,
        ('school', '_'): 3,
        ('schools', '_'): 3,
        ('states', '_'): 3,
        ('stay', '_'): 3,
        ('suffered', '_'): 3,
        ('that', '_'): 3,
        ('that', '_', 'the'): 3,
        ('to', 'be', '_'): 3,
        ('tomorrow', '_'): 4,
        ('trouble', '_'): 3,
        ('victory', '_'): 6,
        ('was', '_'): 8,
        ('was', 'given', '_'): 3,
        ('week', '_'): 4,
        ('who', 'lives', '_'): 3,
        ('year', '_'): 3,
        ('years', '_'): 8,
        ('years', '_', 'prison'): 4,
        ('yesterday', '_'): 3},
 'including': {(',', '_'): 8},
 'increase': {('_', 'in'): 5, ('the', '_'): 3, ('would', '_'): 4},
 'indicated': {('_', 'that'): 4},
 'industry': {},
 'information': {('_', 'about'): 3},
 'injury': {('_', '.'): 4,
            ('a', 'knee', '_'): 3,
            ('knee', '_'): 3,
            ('knee', '_', '.'): 3},
 'inning': {('first', '_'): 4, ('the', 'first', '_'): 3},
 'interest': {('_', 'in'): 3},
 'interested': {('_', 'in'): 7},
 'international': {('the', '_'): 4},
 'into': {('_', 'a'): 6,
          ('_', 'the'): 22,
          ('back', '_'): 3,
          ('deep', '_'): 3,
          ('move', '_'): 3,
          ('move', '_', 'the'): 3},
 'investigation': {('bureau', 'of', '_'): 3, ('of', '_'): 3},
 'involved': {('_', 'in'): 3},
 'is': {(',', '_'): 23,
        (',', '_', 'a'): 3,
        (',', '_', 'the'): 3,
        (',', 'it', '_'): 3,
        (',', 'that', '_'): 3,
        (',', 'which', '_'): 3,
        (',', 'who', '_'): 10,
        ('_', ','): 3,
        ('_', 'a'): 38,
        ('_', 'an'): 5,
        ('_', 'being'): 3,
        ('_', 'chairman'): 6,
        ('_', 'chairman', 'of'): 5,
        ('_', 'expected'): 13,
        ('_', 'expected', 'to'): 9,
        ('_', 'going'): 3,
        ('_', 'going', 'to'): 3,
        ('_', 'in'): 7,
        ('_', 'more'): 3,
        ('_', 'no'): 3,
        ('_', 'not'): 13,
        ('_', 'not', 'the'): 3,
        ('_', 'now'): 4,
        ('_', 'one'): 8,
        ('_', 'one', 'of'): 4,
        ('_', 'president'): 3,
        ('_', 'that'): 5,
        ('_', 'the'): 28,
        ('_', 'the', 'former'): 3,
        ('_', 'to'): 9,
        ('and', '_'): 6,
        ('bill', '_'): 4,
        ('government', '_'): 3,
        ('he', '_'): 14,
        ('he', '_', 'a'): 4,
        ('it', '_'): 22,
        ('it', '_', 'a'): 3,
        ('j', '_'): 4,
        ('proposal', '_'): 3,
        ('that', '_'): 5,
        ('that', 'it', '_'): 3,
        ('the', 'j', '_'): 3,
        ('there', '_'): 15,
        ('there', '_', 'a'): 5,
        ('there', '_', 'no'): 3,
        ('this', '_'): 12,
        ('this', '_', 'a'): 4,
        ('this', '_', 'not'): 3,
        ('what', '_'): 3,
        ('which', '_'): 4,
        ('who', '_'): 13,
        ('who', '_', 'a'): 3},
 'island': {('rhode', '_'): 5},
 'issue': {('_', '.'): 3, ('_', 'which'): 3, ('bond', '_'): 4, ('to', '_'): 3},
 'it': {(',', '_'): 24,
        (',', '_', 'could'): 3,
        (',', '_', 'is'): 3,
        (',', '_', 'was'): 9,
        (',', '_', 'will'): 3,
        (',', 'and', '_'): 3,
        ('_', ','): 11,
        ('_', '.'): 13,
        ('_', 'also'): 3,
        ('_', 'and'): 3,
        ('_', 'can'): 5,
        ('_', 'could'): 7,
        ('_', 'for'): 3,
        ('_', 'had'): 3,
        ('_', 'has'): 6,
        ('_', 'is'): 22,
        ('_', 'is', 'a'): 3,
        ('_', 'to'): 4,
        ('_', 'was'): 37,
        ('_', 'was', 'a'): 3,
        ('_', 'was', 'the'): 3,
        ('_', 'will'): 9,
        ('_', 'will', 'be'): 4,
        ('_', 'would'): 12,
        ('_', 'would', 'be'): 4,
        ('about', '_'): 5,
        ('and', '_'): 6,
        ('but', '_'): 4,
        ('if', '_'): 3,
        ('jury', 'said', '_'): 3,
        ('of', '_'): 3,
        ('on', '_'): 3,
        ('said', '_'): 9,
        ('that', '_'): 12,
        ('that', '_', 'is'): 3,
        ('that', '_', 'was'): 3,
        ('where', '_'): 3},
 "it's": {},
 'its': {('_', 'own'): 3,
         ('and', '_'): 4,
         ('for', '_'): 4,
         ('in', '_'): 3,
         ('of', '_'): 11,
         ('with', '_'): 3},
 'j': {('&', '_'): 5,
       (',', '_'): 14,
       (',', '_', ','): 5,
       (',', '_', '.'): 6,
       ('.', ',', '_'): 6,
       ('.', '_'): 14,
       ('.', '_', '.'): 12,
       ('_', '&'): 5,
       ('_', '&', 'j'): 5,
       ('_', ','): 16,
       ('_', '.'): 39,
       ('_', '.', 'hughes'): 3,
       ('_', '.', 'w'): 3,
       ('_', 'and'): 3,
       ('_', 'director'): 3,
       ('_', 'is'): 4,
       ('a', '_'): 3,
       ('and', '_'): 3,
       ('at', '_'): 3,
       ('j', '&', '_'): 5,
       ('mrs', '.', '_'): 4,
       ('of', '_'): 6,
       ('of', 'the', '_'): 4,
       ('richard', '_'): 4,
       ('richard', '_', '.'): 4,
       ('texas', '_'): 3,
       ('texas', '_', '&'): 3,
       ('the', '_'): 21,
       ('the', '_', 'is'): 3,
       ('william', '_'): 3,
       ('with', '_'): 3},
 'jack': {(',', '_'): 3},
 'jail': {('county', '_'): 3},
 'james': {(',', '_'): 3,
           ('.', '_'): 9,
           ('_', 'a'): 3,
           ('_', 'a', '.'): 3,
           ('mrs', '.', '_'): 6},
 'jan': {(',', '_'): 5,
         (',', '_', '.'): 5,
         ('_', '.'): 11,
         ('_', '.', '1'): 3,
         ('_', '.', '7'): 4,
         ('annapolis', ',', '_'): 3},
 'jim': {},
 'job': {('_', '.'): 3,
         ('_', 'with'): 3,
         ('_', 'with', 'the'): 3,
         ('on', 'the', '_'): 3,
         ('the', '_'): 4},
 'joe': {},
 'john': {(',', '_'): 3,
          (',', 'and', '_'): 3,
          ('.', '_'): 10,
          ('_', 'c'): 4,
          ('_', 'c', '.'): 4,
          ('and', '_'): 5,
          ('mrs', '.', '_'): 9},
 'joined': {(',', '_'): 3},
 'jones': {('_', ','): 3, ('for', '_'): 3},
 'jr': {(',', '_'): 14,
        (',', '_', '.'): 14,
        ('_', '.'): 38,
        ('_', '.', ','): 22,
        ('_', '.', 'of'): 4},
 'judge': {},
 'june': {(',', '_'): 7,
          (',', '_', '18'): 4,
          ('_', '18'): 4,
          ('_', '18', '--'): 4},
 'junior': {('_', 'high'): 3},
 'jury': {(',', 'the', '_'): 7,
          ('_', 'said'): 8,
          ('_', 'said', ','): 3,
          ('_', 'said', 'it'): 3,
          ('a', '_'): 3,
          ('grand', '_'): 6,
          ('the', '_'): 18,
          ('the', '_', 'said'): 7,
          ('the', 'grand', '_'): 4},
 'just': {(',', '_'): 3, ('_', 'as'): 4, ('_', 'before'): 3},
 'juvenile': {('_', 'delinquency'): 3, ('on', '_'): 3},
 'kansas': {('_', 'city'): 9, ('the', '_'): 3, ('the', '_', 'city'): 3},
 'karns': {},
 'kennedy': {('_', 'administration'): 7,
             ('president', '_'): 8,
             ('that', 'president', '_'): 3,
             ('the', '_'): 8,
             ('the', '_', 'administration'): 5},
 'kept': {},
 'kind': {('_', 'of'): 6, ('the', '_'): 4, ('the', '_', 'of'): 4},
 'knee': {('_', 'in'): 3,
          ('_', 'in', 'the'): 3,
          ('_', 'injury'): 3,
          ('_', 'injury', '.'): 3,
          ('a', '_'): 6,
          ('a', '_', 'injury'): 3},
 'know': {('_', 'the'): 3, ('i', '_'): 4, ('to', '_'): 5},
 'kowalski': {('.', '_'): 3,
              ('_', ','): 4,
              ('_', 'family'): 3,
              ('mrs', '.', '_'): 3,
              ('the', '_'): 3},
 'l': {('.', '_'): 5, ('.', '_', '.'): 5, ('_', '.'): 22},
 'la': {(',', '_'): 6,
        (',', '_', '.'): 6,
        ('_', '.'): 6,
        ('_', '.', '.'): 3,
        ('orleans', ',', '_'): 3},
 'labor': {('of', '_'): 3, ('secretary', 'of', '_'): 3},
 'land': {},
 'laos': {('_', ','): 3,
          ('_', '.'): 7,
          ('in', '_'): 8,
          ('in', '_', ','): 3,
          ('in', '_', '.'): 3,
          ('on', '_'): 3},
 'large': {},
 'last': {('_', 'night'): 14,
          ('_', 'saturday'): 3,
          ('_', 'season'): 4,
          ('_', 'week'): 6,
          ('_', 'year'): 22,
          ('_', 'year', ','): 3,
          ('_', 'year', '.'): 7,
          ('in', 'the', '_'): 7,
          ('of', '_'): 3,
          ('the', '_'): 19},
 'late': {('_', 'mrs'): 3,
          ('_', 'mrs', '.'): 3,
          ('and', 'the', '_'): 4,
          ('the', '_'): 5,
          ('the', '_', 'mrs'): 3},
 'later': {('_', ','): 4, ('_', '.'): 5, ('_', 'in'): 3, ('years', '_'): 3},
 'law': {('_', '.'): 4, ('_', 'which'): 3, ('a', '_'): 3, ('state', '_'): 3},
 'laws': {('_', '.'): 5, ('the', '_'): 3},
 'lawyer': {},
 'lead': {('_', 'in'): 4, ('_', 'in', 'the'): 3, ('the', '_'): 3},
 'leader': {},
 'leaders': {('_', 'and'): 3, ('_', 'of'): 3, ('county', '_'): 3},
 'leadership': {},
 'league': {('_', ','): 3,
            ('_', 'club'): 3,
            ('american', '_'): 6,
            ('football', '_'): 5,
            ('minor', '_'): 3,
            ('national', '_'): 4,
            ('national', '_', 'club'): 3,
            ('national', 'football', '_'): 4,
            ('the', 'american', '_'): 4},
 'led': {('_', 'the'): 3},
 'left': {('_', '.'): 3,
          ('_', 'in'): 3,
          ('_', 'in', 'the'): 3,
          ('his', '_'): 3,
          ('the', '_'): 3,
          ('to', '_'): 3},
 'legislators': {},
 'legislature': {('_', '.'): 4,
                 ('in', 'the', '_'): 4,
                 ('of', 'the', '_'): 5,
                 ('the', '_'): 16,
                 ('the', '_', '.'): 3},
 'letters': {},
 'level': {('local', '_'): 3},
 'like': {('_', 'to'): 5,
          ('who', 'would', '_'): 3,
          ('would', '_'): 5,
          ('would', '_', 'to'): 4},
 'limited': {('_', 'to'): 3},
 'line': {('_', 'and'): 3},
 'lines': {('_', 'and'): 3},
 'listed': {},
 'little': {('a', '_'): 5},
 'live': {('_', 'in'): 6, ('will', '_'): 4},
 'living': {('_', 'room'): 3,
            ('been', '_'): 3,
            ('has', 'been', '_'): 3,
            ('the', '_'): 3,
            ('the', '_', 'room'): 3},
 'local': {('_', 'level'): 3, ('_', 'police'): 3, ('the', '_'): 9},
 'long': {('_', 'as'): 5, ('a', '_'): 7, ('as', '_'): 3, ('as', '_', 'as'): 3},
 'louis': {('.', '_'): 9, ('st', '.', '_'): 8},
 'luncheon': {('_', 'at'): 4, ('a', '_'): 3},
 'm': {('.', '_'): 24,
       ('.', '_', '.'): 24,
       ('_', '.'): 40,
       ('_', '.', ','): 3,
       ('_', '.', '.'): 4,
       ('_', '.', 'tomorrow'): 3,
       ('a', '.', '_'): 5,
       ('p', '.', '_'): 16},
 'made': {('_', 'a'): 6,
          ('_', 'by'): 8,
          ('_', 'in'): 4,
          ('_', 'no'): 3,
          ('_', 'statements'): 3,
          ('_', 'with'): 3,
          ('and', '_'): 4,
          ('be', '_'): 6,
          ('was', '_'): 7,
          ('was', '_', 'by'): 3},
 'major': {('a', '_'): 3, ('the', '_'): 4},
 'make': {('_', 'a'): 3,
          ('_', 'the'): 6,
          ('to', '_'): 16,
          ('to', '_', 'a'): 3,
          ('to', '_', 'the'): 4},
 'making': {},
 'man': {('_', ','): 5,
         ('_', 'was'): 5,
         ('_', 'who'): 6,
         ('a', '_'): 7,
         ('best', '_'): 3,
         ('the', '_'): 9,
         ('the', '_', 'who'): 4,
         ('young', '_'): 3},
 'manager': {('_', 'of'): 3, ('_', 'of', 'the'): 3},
 'managers': {},
 'mantle': {('_', ','): 5, ('mickey', '_'): 3},
 'many': {('_', 'of'): 3, ('as', '_'): 4, ('how', '_'): 5},
 'march': {(',', '_'): 6,
           (',', '_', '17'): 6,
           ('.', ',', '_'): 4,
           ('_', '17'): 6,
           ('_', '17', '('): 3,
           ('_', '17', '--'): 3},
 'marriage': {('_', 'by'): 3,
              ('_', 'by', 'her'): 3,
              ('given', 'in', '_'): 3,
              ('in', '_'): 5,
              ('in', '_', 'by'): 3},
 'married': {('_', 'saturday'): 3, ('was', '_'): 3},
 'martin': {(',', '_'): 3, ('_', ','): 3, ('_', 'said'): 3},
 'martinelli': {('.', '_'): 7, ('mr', '.', '_'): 6},
 'massachusetts': {('_', 'institute'): 3,
                   ('_', 'institute', 'of'): 3,
                   ('in', '_'): 3},
 'matter': {('_', 'of'): 3,
            ('a', '_'): 4,
            ('a', '_', 'of'): 3,
            ('no', '_'): 3,
            ('the', '_'): 3},
 'may': {(',', '_'): 6,
         (',', '_', '1'): 3,
         ('_', ','): 3,
         ('_', '1'): 8,
         ('_', '1', '--'): 3,
         ('_', 'be'): 8,
         ('on', '_'): 7,
         ('on', '_', '1'): 3},
 'mayor': {('of', '_'): 3, ('the', '_'): 7},
 'mays': {('_', ','): 3, ('_', 'and'): 3},
 'me': {('_', 'to'): 3},
 'means': {('_', 'of'): 3, ('_', 'to'): 3, ('a', '_'): 3, ('as', 'a', '_'): 3},
 'medical': {('_', 'and'): 7, ('_', 'and', 'dental'): 4, ('new', '_'): 3},
 'meek': {(',', '_'): 7,
          (',', '_', 'said'): 4,
          ('_', 'said'): 5,
          ('_', 'said', '.'): 3},
 'meet': {('_', 'the'): 7,
          ('_', 'with'): 3,
          ('to', '_'): 9,
          ('to', '_', 'the'): 5,
          ('will', '_'): 4},
 'meeting': {('_', '.'): 5,
             ('_', 'in'): 3,
             ('_', 'in', 'the'): 3,
             ('_', 'of'): 3,
             ('a', '_'): 6,
             ('the', '_'): 3},
 'member': {('_', 'of'): 11,
            ('_', 'of', 'the'): 7,
            ('a', '_'): 11,
            ('a', '_', 'of'): 11,
            ('and', 'a', '_'): 3,
            ('board', '_'): 3,
            ('was', 'a', '_'): 3},
 'members': {('_', ','): 4,
             ('_', 'of'): 17,
             ('_', 'of', 'the'): 11,
             ('board', '_'): 4,
             ('the', '_'): 4},
 'men': {('_', ','): 4, ('_', 'on'): 3},
 'merely': {},
 'met': {('the', '_'): 3},
 'might': {('_', 'be'): 5},
 'miles': {},
 'military': {('the', '_'): 6},
 'million': {('$28', '_'): 4,
             ('_', 'dollar'): 3,
             ('_', 'dollars'): 6,
             ('_', 'for'): 3,
             ('_', 'worth'): 3,
             ('_', 'worth', 'of'): 3},
 'millions': {('_', 'of'): 3},
 'minor': {('_', 'league'): 3},
 'minutes': {('_', ','): 3, ('_', '.'): 3},
 'miss': {(',', '_'): 11,
          (',', '_', '.'): 4,
          ('_', '.'): 5,
          ('_', 'mary'): 4,
          ('former', '_'): 4,
          ('of', '_'): 3,
          ('the', 'former', '_'): 4},
 'mitchell': {('.', '_'): 5, ('_', 'said'): 4, ('mr', '.', '_'): 3},
 'monday': {('_', ','): 8,
            ('_', '.'): 6,
            ('_', 'in'): 5,
            ('_', 'night'): 6,
            ('on', '_'): 4,
            ('said', '_'): 3},
 'money': {('_', '.'): 4,
           ('_', 'for'): 3,
           ('his', '_'): 4,
           ('with', 'his', '_'): 3},
 'month': {('_', '.'): 4, ('a', '_'): 4},
 'months': {('_', ','): 3, ('_', '.'): 3},
 'more': {('_', 'than'): 28,
          ('_', 'than', 'a'): 6,
          ('a', '_'): 3,
          ('and', '_'): 3,
          ('be', '_'): 3,
          ('for', '_'): 6,
          ('for', '_', 'than'): 3,
          ('is', '_'): 3,
          ('no', '_'): 3,
          ('or', '_'): 3,
          ('the', '_'): 4,
          ('two', '_'): 4},
 'moritz': {('_', ','): 3},
 'most': {(',', '_'): 3,
          ('_', 'of'): 6,
          ('_', 'of', 'the'): 4,
          ('_', 'valuable'): 3,
          ('that', '_'): 3,
          ('the', '_'): 13},
 'motel': {('_', 'in'): 3},
 'mother': {('_', ','): 5, ('her', '_'): 3},
 'move': {('_', 'into'): 3, ('_', 'into', 'the'): 3, ('to', '_'): 3},
 'moved': {(',', '_'): 4},
 'movement': {('the', '_'): 3},
 'mr': {(',', '_'): 19,
        (',', '_', '.'): 19,
        ('.', '_'): 3,
        ('.', '_', '.'): 3,
        ('_', '.'): 111,
        ('_', '.', 'and'): 33,
        ('_', '.', 'buckley'): 4,
        ('_', '.', 'hawksley'): 9,
        ('_', '.', 'martinelli'): 6,
        ('_', '.', 'mitchell'): 3,
        ('_', '.', 'notte'): 3,
        ('_', '.', 'reama'): 4,
        ('_', '.', 'schaefer'): 3,
        ('_', '.', 'simpkins'): 5,
        ('_', '.', 'wagner'): 4,
        ('_', '.', 'wendell'): 3,
        ('and', '_'): 6,
        ('and', '_', '.'): 6,
        ('are', '_'): 3,
        ('are', '_', '.'): 3,
        ('rev', '.', '_'): 3,
        ('to', '_'): 4,
        ('to', '_', '.'): 4},
 'mrs': {(',', '_'): 65,
         (',', '_', '.'): 65,
         (',', 'and', '_'): 6,
         ('.', ',', '_'): 6,
         ('.', 'and', '_'): 36,
         (';', '_'): 3,
         (';', '_', '.'): 3,
         ('_', '.'): 209,
         ('_', '.', 'charles'): 4,
         ('_', '.', 'donald'): 3,
         ('_', '.', 'edward'): 3,
         ('_', '.', 'frank'): 4,
         ('_', '.', "geraghty's"): 3,
         ('_', '.', 'harry'): 3,
         ('_', '.', 'henry'): 5,
         ('_', '.', 'j'): 4,
         ('_', '.', 'james'): 6,
         ('_', '.', 'john'): 9,
         ('_', '.', 'kowalski'): 3,
         ('_', '.', 'marr'): 4,
         ('_', '.', 'richard'): 5,
         ('_', '.', 'robert'): 9,
         ('_', '.', 'samuel'): 3,
         ('_', '.', 'thomas'): 3,
         ('_', '.', 'william'): 7,
         ('and', '_'): 58,
         ('and', '_', '.'): 58,
         ('be', '_'): 3,
         ('be', '_', '.'): 3,
         ('for', '_'): 3,
         ('for', '_', '.'): 3,
         ('late', '_'): 3,
         ('late', '_', '.'): 3,
         ('of', '_'): 4,
         ('of', '_', '.'): 4,
         ('the', 'late', '_'): 3,
         ('will', 'be', '_'): 3},
 'much': {('_', 'in'): 3,
          ('_', 'of'): 5,
          ('_', 'of', 'the'): 4,
          ('as', '_'): 4,
          ('too', '_'): 3},
 'must': {('_', 'be'): 9, ('we', '_'): 7},
 'my': {},
 'n': {(',', '_'): 7, (',', '_', '.'): 7, ('_', '.'): 12, ('_', '.', 'y'): 6},
 'name': {('to', '_'): 3},
 'national': {('_', 'football'): 4,
              ('_', 'football', 'league'): 4,
              ('_', 'league'): 4,
              ('_', 'league', 'club'): 3,
              ('a', '_'): 6,
              ('in', 'the', '_'): 3,
              ('of', 'the', '_'): 3,
              ('on', 'the', '_'): 3,
              ('the', '_'): 16},
 'nations': {('_', '.'): 6,
             ('the', 'united', '_'): 3,
             ('united', '_'): 6,
             ('united', '_', '.'): 3},
 'need': {('_', 'for'): 6,
          ('the', '_'): 5,
          ('the', '_', 'for'): 5,
          ('we', '_'): 4},
 'needed': {},
 'never': {},
 'new': {('_', 'administration'): 3,
         ('_', 'churches'): 3,
         ('_', 'jersey'): 6,
         ('_', 'medical'): 3,
         ('_', 'orleans'): 10,
         ('_', 'orleans', ','): 3,
         ('_', 'orleans', '.'): 3,
         ('_', 'york'): 22,
         ('_', 'york', 'city'): 3,
         ('_', 'york', 'yankees'): 3,
         ('a', '_'): 15,
         ('for', 'the', '_'): 3,
         ('his', '_'): 3,
         ('in', '_'): 4,
         ('of', '_'): 9,
         ('of', '_', 'orleans'): 4,
         ('of', 'the', '_'): 5,
         ('the', '_'): 27,
         ('the', '_', 'administration'): 3,
         ('the', '_', 'york'): 5,
         ('to', '_'): 8,
         ('to', '_', 'york'): 4},
 'next': {('_', 'two'): 3,
          ('_', 'week'): 4,
          ('the', '_'): 11,
          ('the', '_', 'two'): 3},
 'night': {('_', ','): 5,
           ('_', '.'): 8,
           ('_', 'at'): 3,
           ('_', 'for'): 4,
           ('_', 'game'): 3,
           ('_', 'in'): 5,
           ('a', '_'): 3,
           ('friday', '_'): 4,
           ('last', '_'): 14,
           ('monday', '_'): 6,
           ('saturday', '_'): 4,
           ('sunday', '_'): 3,
           ('tomorrow', '_'): 3,
           ('tuesday', '_'): 5},
 'nine': {},
 'no': {(',', '_'): 5,
        ('_', 'matter'): 3,
        ('_', 'more'): 3,
        ('be', '_'): 5,
        ('been', '_'): 3,
        ('has', 'been', '_'): 3,
        ('have', '_'): 4,
        ('is', '_'): 3,
        ('made', '_'): 3,
        ('that', '_'): 3,
        ('there', 'is', '_'): 3,
        ('there', 'was', '_'): 5,
        ('was', '_'): 5,
        ('with', '_'): 3},
 'north': {},
 'not': {(',', '_'): 3,
         ('_', 'a'): 3,
         ('_', 'be'): 8,
         ('_', 'been'): 4,
         ('_', 'going'): 3,
         ('_', 'in'): 3,
         ('_', 'only'): 4,
         ('_', 'take'): 3,
         ('_', 'the'): 3,
         ('are', '_'): 5,
         ('but', '_'): 3,
         ('could', '_'): 3,
         ('did', '_'): 14,
         ('do', '_'): 4,
         ('does', '_'): 6,
         ('has', '_'): 11,
         ('has', '_', 'been'): 4,
         ('he', 'would', '_'): 3,
         ('is', '_'): 13,
         ('is', '_', 'the'): 3,
         ('they', 'do', '_'): 3,
         ('this', 'is', '_'): 3,
         ('was', '_'): 6,
         ('were', '_'): 4,
         ('will', '_'): 5,
         ('would', '_'): 10},
 'nov': {('_', '.'): 7, ('_', '.', '15'): 3},
 'now': {(',', '_'): 8,
         ('_', ','): 4,
         ('_', '.'): 3,
         ('_', 'has'): 4,
         ('and', '_'): 3,
         ('is', '_'): 4},
 'number': {('_', 'of'): 15,
            ('_', 'of', 'other'): 3,
            ('a', '_'): 12,
            ('a', '_', 'of'): 12,
            ('the', '_'): 4,
            ('the', '_', 'of'): 3},
 'nursing': {('_', 'home'): 4},
 'o': {('.', 'robert', '_'): 3,
       ('_', '.'): 8,
       ('_', '.', 'spurdle'): 3,
       ('robert', '_'): 3,
       ('robert', '_', '.'): 3},
 'of': {(',', '_'): 40,
        (',', '_', 'course'): 4,
        (',', '_', 'drexel'): 3,
        (',', '_', 'the'): 3,
        (',', 'both', '_'): 6,
        (',', 'chairman', '_'): 5,
        (',', 'president', '_'): 6,
        (',', 'son', '_'): 3,
        ('.', '_'): 5,
        ('_', '1'): 4,
        ('_', '10'): 3,
        ('_', 'a'): 53,
        ('_', 'a', 'daughter'): 3,
        ('_', 'all'): 10,
        ('_', 'an'): 11,
        ('_', 'atlanta'): 6,
        ('_', 'atlanta', ','): 3,
        ('_', 'course'): 5,
        ('_', 'course', ','): 4,
        ('_', 'dallas'): 3,
        ('_', 'drexel'): 4,
        ('_', 'drexel', 'hill'): 3,
        ('_', 'education'): 6,
        ('_', 'eight'): 3,
        ('_', "georgia's"): 4,
        ('_', 'god'): 8,
        ('_', 'her'): 9,
        ('_', 'his'): 24,
        ('_', 'houston'): 6,
        ('_', 'houston', ','): 3,
        ('_', 'investigation'): 3,
        ('_', 'it'): 3,
        ('_', 'its'): 11,
        ('_', 'j'): 6,
        ('_', 'jewish'): 3,
        ('_', 'labor'): 3,
        ('_', 'last'): 3,
        ('_', 'mayor'): 3,
        ('_', 'miss'): 3,
        ('_', 'mrs'): 4,
        ('_', 'mrs', '.'): 4,
        ('_', 'new'): 9,
        ('_', 'new', 'orleans'): 4,
        ('_', 'one'): 6,
        ('_', 'opinion'): 3,
        ('_', 'other'): 4,
        ('_', 'our'): 6,
        ('_', 'persons'): 3,
        ('_', 'publicity'): 3,
        ('_', 'race'): 3,
        ('_', 'race', ','): 3,
        ('_', 'san'): 3,
        ('_', 'sen'): 3,
        ('_', 'sen', '.'): 3,
        ('_', 'state'): 6,
        ('_', 'such'): 5,
        ('_', 'technology'): 4,
        ('_', 'texas'): 3,
        ('_', 'that'): 3,
        ('_', 'the'): 416,
        ('_', 'the', '23d'): 3,
        ('_', 'the', 'american'): 5,
        ('_', 'the', 'city'): 6,
        ('_', 'the', 'committee'): 4,
        ('_', 'the', 'defendants'): 4,
        ('_', 'the', 'democratic'): 3,
        ('_', 'the', 'dreadnought'): 3,
        ('_', 'the', 'first'): 6,
        ('_', 'the', 'game'): 5,
        ('_', 'the', 'general'): 4,
        ('_', 'the', 'house'): 4,
        ('_', 'the', 'j'): 4,
        ('_', 'the', 'legislature'): 5,
        ('_', 'the', 'national'): 3,
        ('_', 'the', 'new'): 5,
        ('_', 'the', 'other'): 4,
        ('_', 'the', 'present'): 3,
        ('_', 'the', 'republican'): 7,
        ('_', 'the', 'season'): 4,
        ('_', 'the', 'state'): 6,
        ('_', 'the', 'united'): 7,
        ('_', 'the', 'university'): 3,
        ('_', 'the', 'yankees'): 3,
        ('_', 'the', 'year'): 6,
        ('_', 'their'): 16,
        ('_', 'them'): 5,
        ('_', 'these'): 5,
        ('_', 'this'): 9,
        ('_', 'thousands'): 3,
        ('_', 'thousands', 'of'): 3,
        ('_', 'three'): 7,
        ('_', 'trouble'): 3,
        ('_', 'two'): 3,
        ('_', 'washington'): 3,
        ('_', 'what'): 3,
        ('_', 'which'): 5,
        ('a', 'graduate', '_'): 4,
        ('a', 'group', '_'): 4,
        ('a', 'lot', '_'): 3,
        ('a', 'matter', '_'): 3,
        ('a', 'member', '_'): 11,
        ('a', 'native', '_'): 3,
        ('a', 'number', '_'): 12,
        ('a', 'pair', '_'): 4,
        ('a', 'program', '_'): 3,
        ('a', 'result', '_'): 4,
        ('a', 'series', '_'): 3,
        ('accused', '_'): 5,
        ('advantage', '_'): 3,
        ('all', '_'): 4,
        ('all', '_', 'the'): 4,
        ('amount', '_'): 4,
        ('amount', '_', 'the'): 3,
        ('appointment', '_'): 5,
        ('are', '_'): 3,
        ('are', 'accused', '_'): 3,
        ('as', 'one', '_'): 3,
        ('assemblies', '_'): 5,
        ('assemblies', '_', 'god'): 5,
        ('association', '_'): 4,
        ('basis', '_'): 3,
        ('because', '_'): 12,
        ('because', '_', 'the'): 6,
        ('behalf', '_'): 3,
        ('birth', '_'): 3,
        ('birth', '_', 'a'): 3,
        ('board', '_'): 12,
        ('both', '_'): 7,
        ('bureau', '_'): 3,
        ('bureau', '_', 'investigation'): 3,
        ('case', '_'): 5,
        ('cent', '_'): 4,
        ('cent', '_', 'the'): 3,
        ('center', '_'): 3,
        ('chairman', '_'): 17,
        ('chairman', '_', 'the'): 11,
        ('charge', '_'): 4,
        ('college', '_'): 3,
        ('construction', '_'): 4,
        ('cost', '_'): 6,
        ('council', '_'): 4,
        ('couple', '_'): 3,
        ('court', '_'): 3,
        ('department', '_'): 4,
        ('director', '_'): 7,
        ('each', '_'): 3,
        ('each', '_', 'the'): 3,
        ('end', '_'): 5,
        ('establishment', '_'): 3,
        ('favor', '_'): 3,
        ('federal', 'bureau', '_'): 3,
        ('first', '_'): 5,
        ('form', '_'): 3,
        ('front', '_'): 5,
        ('graduate', '_'): 5,
        ('group', '_'): 6,
        ('head', '_'): 3,
        ('head', '_', 'the'): 3,
        ('home', '_'): 5,
        ('house', '_'): 4,
        ('hundreds', '_'): 3,
        ('idea', '_'): 3,
        ('in', 'case', '_'): 3,
        ('in', 'favor', '_'): 3,
        ('in', 'front', '_'): 5,
        ('institute', '_'): 3,
        ('institute', '_', 'technology'): 3,
        ('is', 'chairman', '_'): 5,
        ('is', 'one', '_'): 4,
        ('jr', '.', '_'): 4,
        ('kind', '_'): 6,
        ('leaders', '_'): 3,
        ('lot', '_'): 3,
        ('lots', '_'): 3,
        ('manager', '_'): 3,
        ('manager', '_', 'the'): 3,
        ('many', '_'): 3,
        ('massachusetts', 'institute', '_'): 3,
        ('matter', '_'): 3,
        ('means', '_'): 3,
        ('meeting', '_'): 3,
        ('member', '_'): 11,
        ('member', '_', 'the'): 7,
        ('members', '_'): 17,
        ('members', '_', 'the'): 11,
        ('million', 'worth', '_'): 3,
        ('millions', '_'): 3,
        ('most', '_'): 6,
        ('most', '_', 'the'): 4,
        ('much', '_'): 5,
        ('much', '_', 'the'): 4,
        ('native', '_'): 3,
        ('needs', '_'): 4,
        ('number', '_'): 15,
        ('number', '_', 'other'): 3,
        ('of', 'thousands', '_'): 3,
        ('one', '_'): 30,
        ('one', '_', 'the'): 20,
        ('operation', '_'): 3,
        ('out', '_'): 23,
        ('out', '_', 'the'): 6,
        ('pair', '_'): 4,
        ('part', '_'): 9,
        ('part', '_', 'the'): 7,
        ('per', 'cent', '_'): 4,
        ('period', '_'): 4,
        ('precinct', '_'): 4,
        ('precinct', '_', 'the'): 4,
        ('president', '_'): 17,
        ('president', '_', 'the'): 13,
        ('problem', '_'): 3,
        ('program', '_'): 3,
        ('purchase', '_'): 3,
        ('question', '_'): 3,
        ('result', '_'): 6,
        ('salary', '_'): 3,
        ('secretary', '_'): 13,
        ('secretary', '_', 'labor'): 3,
        ('secretary', '_', 'state'): 6,
        ('secretary', '_', 'the'): 3,
        ('secrets', '_'): 3,
        ('sense', '_'): 3,
        ('series', '_'): 3,
        ('session', '_'): 8,
        ('session', '_', 'the'): 7,
        ('side', '_'): 3,
        ('some', '_'): 18,
        ('some', '_', 'the'): 12,
        ('son', '_'): 7,
        ('start', '_'): 4,
        ('study', '_'): 3,
        ('study', '_', 'the'): 3,
        ('that', '_'): 3,
        ('the', 'appointment', '_'): 3,
        ('the', 'basis', '_'): 3,
        ('the', 'birth', '_'): 3,
        ('the', 'board', '_'): 5,
        ('the', 'center', '_'): 3,
        ('the', 'cost', '_'): 3,
        ('the', 'department', '_'): 3,
        ('the', 'end', '_'): 5,
        ('the', 'first', '_'): 5,
        ('the', 'home', '_'): 3,
        ('the', 'kind', '_'): 4,
        ('the', 'number', '_'): 3,
        ('the', 'part', '_'): 3,
        ('the', 'salary', '_'): 3,
        ('the', 'secretary', '_'): 5,
        ('the', 'son', '_'): 3,
        ('the', 'start', '_'): 4,
        ('the', 'top', '_'): 3,
        ('the', 'university', '_'): 5,
        ('the', 'views', '_'): 3,
        ('those', '_'): 3,
        ('thousands', '_'): 6,
        ('three', '_'): 4,
        ('top', '_'): 4,
        ('top', '_', 'the'): 4,
        ('two', '_'): 3,
        ('university', '_'): 5,
        ('use', '_'): 4,
        ('vice', 'president', '_'): 4,
        ('views', '_'): 3,
        ('worth', '_'): 4,
        ('years', '_'): 4},
 'off': {('_', '.'): 4, ('_', 'the'): 10, ('_', 'to'): 5, ('_', 'to', 'a'): 3},
 'office': {('_', '.'): 4, ('in', '_'): 3},
 'officers': {('the', '_'): 3},
 'official': {('an', '_'): 5},
 'officials': {},
 'old': {('the', '_'): 5},
 'on': {(',', '_'): 8,
        ('--', '_'): 3,
        ('_', '.'): 3,
        ('_', 'a'): 28,
        ('_', 'balls'): 3,
        ('_', 'his'): 7,
        ('_', 'it'): 3,
        ('_', 'juvenile'): 3,
        ('_', 'laos'): 3,
        ('_', 'may'): 7,
        ('_', 'may', '1'): 3,
        ('_', 'monday'): 4,
        ('_', 'sunday'): 4,
        ('_', 'that'): 4,
        ('_', 'the'): 124,
        ('_', 'the', 'basis'): 3,
        ('_', 'the', 'first'): 3,
        ('_', 'the', 'job'): 3,
        ('_', 'the', 'national'): 3,
        ('_', 'the', 'part'): 3,
        ('_', 'the', 'project'): 3,
        ('_', 'their'): 6,
        ('_', 'this'): 3,
        ('_', 'tuesday'): 7,
        ('_', 'tuesday', '.'): 4,
        ('_', 'wednesday'): 4,
        ('_', 'what'): 3,
        ('attack', '_'): 3,
        ('back', '_'): 4,
        ('back', '_', 'the'): 3,
        ('committee', '_'): 6,
        ('conference', '_'): 3,
        ('here', '_'): 3,
        ('home', '_'): 3,
        ('men', '_'): 3,
        ('out', '_'): 4,
        ('sixth', '_'): 3,
        ('the', 'sixth', '_'): 3,
        ('vote', '_'): 5,
        ('vote', '_', 'the'): 4,
        ('work', '_'): 8,
        ('work', '_', 'the'): 4},
 'once': {},
 'one': {('_', ','): 3,
         ('_', '.'): 4,
         ('_', 'for'): 3,
         ('_', 'of'): 30,
         ('_', 'of', 'the'): 20,
         ('_', 'that'): 4,
         ('and', '_'): 3,
         ('as', '_'): 3,
         ('as', '_', 'of'): 3,
         ('at', '_'): 3,
         ('for', '_'): 4,
         ('is', '_'): 8,
         ('is', '_', 'of'): 4,
         ('of', '_'): 6,
         ('only', '_'): 3,
         ('the', '_'): 3},
 'only': {(',', 'the', '_'): 3,
          ('_', 'a'): 4,
          ('_', 'one'): 3,
          ('_', 'the'): 5,
          ('can', '_'): 4,
          ('not', '_'): 4,
          ('the', '_'): 11},
 'open': {('_', 'and'): 3},
 'opening': {('the', '_'): 5},
 'operation': {('_', 'of'): 3},
 'opposition': {('_', 'to'): 3},
 'or': {(',', '_'): 7,
        (',', 'color', '_'): 3,
        ('--', '_'): 3,
        ('_', 'creed'): 3,
        ('_', 'more'): 3,
        ('_', 'the'): 3,
        ('color', '_'): 3,
        ('color', '_', 'creed'): 3},
 'order': {('in', '_'): 3},
 'organization': {},
 'orioles': {('the', '_'): 7},
 'orleans': {('_', ','): 3,
             ('_', ',', 'la'): 3,
             ('_', '.'): 3,
             ('new', '_'): 10,
             ('new', '_', ','): 3,
             ('new', '_', '.'): 3,
             ('of', 'new', '_'): 4},
 'other': {('among', '_'): 3,
           ('and', '_'): 16,
           ('and', 'the', '_'): 3,
           ('in', '_'): 3,
           ('number', 'of', '_'): 3,
           ('of', '_'): 4,
           ('of', 'the', '_'): 4,
           ('the', '_'): 16,
           ('two', '_'): 3},
 'others': {('and', '_'): 4},
 'our': {('of', '_'): 6},
 'out': {('_', ','): 4,
         ('_', '.'): 6,
         ('_', 'in'): 5,
         ('_', 'of'): 23,
         ('_', 'of', 'the'): 6,
         ('_', 'on'): 4,
         ('_', 'that'): 4,
         ('_', 'the'): 4,
         ('_', 'with'): 3,
         ('pointed', '_'): 7,
         ('pointed', '_', 'that'): 3,
         ('two', '_'): 3,
         ('worked', '_'): 5},
 'over': {('_', '.'): 3,
          ('_', '.', '300'): 3,
          ('_', 'the'): 27,
          ('take', '_'): 3,
          ('victory', '_'): 3,
          ('victory', '_', 'the'): 3},
 'own': {('his', '_'): 3, ('its', '_'): 3, ('their', '_'): 7},
 'owners': {},
 'p': {('30', '_'): 3,
       ('30', '_', '.'): 3,
       ('8', '_'): 4,
       ('8', '_', '.'): 4,
       (':', '30', '_'): 3,
       ('_', '.'): 26,
       ('_', '.', 'm'): 16},
 'paid': {},
 'pair': {('_', 'of'): 4, ('a', '_'): 5, ('a', '_', 'of'): 4},
 'palmer': {('arnold', '_'): 3},
 'park': {('_', ','): 4},
 'part': {('_', 'in'): 4,
          ('_', 'of'): 9,
          ('_', 'of', 'the'): 7,
          ('on', 'the', '_'): 3,
          ('the', '_'): 4,
          ('the', '_', 'of'): 3},
 'parties': {},
 'party': {('_', '.'): 4,
           ('_', 'in'): 5,
           ('cocktail', '_'): 4,
           ('democratic', '_'): 6,
           ('republican', '_'): 3,
           ('socialist', '_'): 3,
           ('the', '_'): 10,
           ('the', '_', '.'): 3,
           ('the', 'democratic', '_'): 4,
           ('the', 'republican', '_'): 3,
           ('the', 'socialist', '_'): 3},
 'pass': {('to', '_'): 6},
 'passed': {},
 'passing': {},
 'past': {('_', 'the'): 3, ('in', 'the', '_'): 9, ('the', '_'): 13},
 'pay': {('to', '_'): 8, ('would', '_'): 3},
 'payroll': {('_', 'tax'): 5},
 'people': {(',', '000', '_'): 3,
            ('000', '_'): 3,
            ('_', ','): 4,
            ('_', 'in'): 4,
            ('the', '_'): 9},
 'per': {('10', '_'): 4,
         ('10', '_', 'cent'): 4,
         ('_', 'cent'): 25,
         ('_', 'cent', '.'): 3,
         ('_', 'cent', ';'): 5,
         ('_', 'cent', 'of'): 4},
 'performance': {('_', 'bond'): 3},
 'period': {('_', 'of'): 4},
 'person': {('a', '_'): 3},
 'persons': {('_', '.'): 3, ('of', '_'): 3},
 'petitions': {},
 'philadelphia': {},
 'pirates': {('the', '_'): 5},
 'pitching': {},
 'pittsburgh': {},
 'place': {('_', '.'): 3, ('took', '_'): 4, ('took', '_', '.'): 3},
 'plan': {('_', ','): 3,
          ('_', 'for'): 4,
          ('_', 'to'): 3,
          ('_', 'was'): 3,
          ('_', 'would'): 3,
          ('a', '_'): 4,
          ('aged', 'care', '_'): 4,
          ('care', '_'): 5,
          ('the', '_'): 5},
 'plans': {('_', 'for'): 3, ('_', 'to'): 7},
 'play': {('_', '.'): 5,
          ('_', 'a'): 3,
          ('_', 'the'): 3,
          ('to', '_'): 7,
          ('will', '_'): 4},
 'played': {},
 'players': {('_', ','): 4, ('the', '_'): 3},
 'playing': {},
 'pohl': {},
 'point': {},
 'pointed': {('_', 'out'): 7, ('_', 'out', 'that'): 3},
 'points': {('extra', '_'): 3},
 'police': {(',', '_'): 5,
            (',', '_', 'said'): 5,
            ('_', 'said'): 8,
            ('_', 'said', '.'): 5,
            ('local', '_'): 3,
            ('told', '_'): 3},
 'policies': {},
 'policy': {('_', '.'): 4, ('foreign', '_'): 3},
 'political': {},
 'population': {},
 'portland': {},
 'possible': {('_', '.'): 3, ('as', '_'): 4, ('soon', 'as', '_'): 3},
 'post': {},
 'present': {('at', '_'): 3, ('of', 'the', '_'): 3, ('the', '_'): 8},
 'presented': {},
 'president': {(',', '_'): 6,
               (',', '_', 'of'): 6,
               ('_', ','): 3,
               ('_', '.'): 5,
               ('_', 'kennedy'): 8,
               ('_', 'of'): 17,
               ('_', 'of', 'the'): 13,
               ('_', 'said'): 5,
               ('_', 'said', 'he'): 3,
               ('as', '_'): 5,
               ('is', '_'): 3,
               ('that', '_'): 3,
               ('that', '_', 'kennedy'): 3,
               ('the', '_'): 17,
               ('the', '_', 'said'): 5,
               ('vice', '_'): 4,
               ('vice', '_', 'of'): 4},
 'press': {('_', 'conference'): 3},
 'previous': {},
 'primary': {('_', '.'): 3, ('the', '_'): 5},
 'private': {('a', '_'): 4},
 'probably': {('_', 'will'): 3},
 'problem': {('_', '.'): 3, ('_', 'of'): 3, ('the', '_'): 4},
 'problems': {('_', '.'): 4},
 'professional': {},
 'program': {('_', ','): 6,
             ('_', '.'): 7,
             ('_', 'in'): 4,
             ('_', 'of'): 3,
             ('a', '_'): 4,
             ('a', '_', 'of'): 3,
             ('civil', 'defense', '_'): 3,
             ('defense', '_'): 3},
 'project': {('_', '.'): 10,
             ('in', 'the', '_'): 3,
             ('on', 'the', '_'): 3,
             ('the', '_'): 10,
             ('the', '_', '.'): 7},
 'property': {},
 'proposal': {('_', 'is'): 3, ('the', '_'): 5},
 'proposed': {('_', 'by'): 3},
 'provide': {('to', '_'): 4},
 'public': {('_', 'works'): 3, ('a', '_'): 3, ('the', '_'): 6},
 'put': {('to', '_'): 3},
 'question': {('_', 'of'): 3, ('the', '_'): 4},
 'r': {('.', '_'): 6, ('.', '_', '.'): 6, ('_', '.'): 16},
 'race': {('_', ','): 8,
          ('_', ',', 'color'): 3,
          ('of', '_'): 3,
          ('of', '_', ','): 3,
          ('the', '_'): 3},
 'railroad': {('_', 'retirement'): 3},
 'ralph': {('_', 'houk'): 3},
 'reached': {('was', '_'): 3},
 'ready': {('_', 'for'): 3, ('_', 'to'): 3},
 'real': {('_', 'estate'): 3},
 'receive': {(',', 'will', '_'): 3,
             ('_', 'the'): 4,
             ('to', '_'): 3,
             ('will', '_'): 5,
             ('will', '_', 'the'): 3},
 'received': {('_', 'a'): 3},
 'recent': {('in', '_'): 4},
 'reception': {('a', '_'): 3},
 'recommended': {('_', 'that'): 5},
 'record': {},
 'relations': {('_', 'with'): 4, ('_', 'with', 'the'): 3},
 'religious': {},
 'rep': {('_', '.'): 8},
 'report': {('_', ','): 3, ('the', '_'): 5},
 'reported': {('_', 'to'): 3},
 'reports': {},
 'republican': {('_', 'party'): 3,
                ('of', 'the', '_'): 7,
                ('the', '_'): 14,
                ('the', '_', 'party'): 3},
 'republicans': {('the', '_'): 6},
 'request': {('the', '_'): 3},
 'research': {},
 'residential': {},
 'resolution': {('a', '_'): 3, ('the', '_'): 6},
 'result': {('_', 'of'): 6,
            ('a', '_'): 6,
            ('a', '_', 'of'): 4,
            ('as', 'a', '_'): 5},
 'return': {('_', 'to'): 3},
 'returned': {('_', 'to'): 4},
 'rev': {(',', 'the', '_'): 3,
         ('_', '.'): 10,
         ('_', '.', 'mr'): 3,
         ('the', '_'): 10,
         ('the', '_', '.'): 10},
 'rice': {},
 'richard': {('.', '_'): 7,
             ('_', 'j'): 4,
             ('_', 'j', '.'): 4,
             ('mrs', '.', '_'): 5},
 'right': {('_', '.'): 3,
           ('_', 'and'): 4,
           ('_', 'center'): 3,
           ('in', '_'): 3,
           ('the', '_'): 7},
 'road': {('_', 'east'): 3,
          ('_', 'east', '.'): 3,
          ('mile', '_'): 3,
          ('mile', '_', 'east'): 3},
 'robert': {('.', '_'): 11,
            ('.', '_', 'o'): 3,
            ('_', 'o'): 3,
            ('_', 'o', '.'): 3,
            ('mrs', '.', '_'): 9},
 'robinson': {(',', '_'): 3, ('_', ','): 3},
 'room': {('_', '.'): 3, ('living', '_'): 3, ('the', 'living', '_'): 3},
 'royal': {('the', '_'): 4},
 'rule': {('_', 'charter'): 5,
          ('home', '_'): 7,
          ('home', '_', 'charter'): 5,
          ('the', 'home', '_'): 3},
 'rules': {('_', 'committee'): 3, ('the', '_'): 5},
 'run': {('_', '.'): 3,
         ('_', 'in'): 6,
         ('_', 'in', 'the'): 5,
         ('home', '_'): 4},
 'running': {('_', 'mates'): 4},
 'runs': {('_', ','): 3,
          ('_', 'in'): 3,
          ('four', 'home', '_'): 3,
          ('home', '_'): 7,
          ('home', '_', ','): 3},
 'rural': {('_', 'roads'): 4},
 's': {('.', '_'): 14,
       ('.', '_', '.'): 14,
       ('_', '.'): 25,
       ('u', '.', '_'): 12},
 'said': {(',', '_'): 35,
          (',', '_', 'he'): 4,
          (',', '_', 'that'): 4,
          (',', '_', 'the'): 3,
          (',', 'he', '_'): 37,
          (',', 'hemus', '_'): 3,
          (',', 'meek', '_'): 4,
          (',', 'police', '_'): 5,
          ('.', 'hawksley', '_'): 7,
          ('_', ','): 47,
          ('_', ',', 'and'): 6,
          ('_', ',', 'the'): 4,
          ('_', ',', 'was'): 3,
          ('_', ',', 'would'): 4,
          ('_', '.'): 57,
          ('_', ':'): 6,
          ('_', 'friday'): 3,
          ('_', 'he'): 28,
          ('_', 'he', 'was'): 5,
          ('_', 'he', 'will'): 3,
          ('_', 'he', 'would'): 5,
          ('_', 'his'): 3,
          ('_', 'in'): 6,
          ('_', 'in', 'a'): 4,
          ('_', 'it'): 9,
          ('_', 'monday'): 3,
          ('_', 'that'): 22,
          ('_', 'that', 'the'): 6,
          ('_', 'the'): 27,
          ('_', 'they'): 5,
          ('_', 'to'): 4,
          ('_', 'yesterday'): 4,
          ('and', '_'): 4,
          ('has', '_'): 3,
          ('hawksley', '_'): 7,
          ('hawksley', '_', 'he'): 3,
          ('he', '_'): 61,
          ('he', '_', ','): 18,
          ('he', '_', '.'): 15,
          ('he', '_', 'he'): 4,
          ('he', '_', 'that'): 3,
          ('hemphill', '_'): 3,
          ('hemus', '_'): 3,
          ('hughes', '_'): 3,
          ('jury', '_'): 8,
          ('jury', '_', ','): 3,
          ('jury', '_', 'it'): 3,
          ('martin', '_'): 3,
          ('meek', '_'): 5,
          ('meek', '_', '.'): 3,
          ('mitchell', '_'): 4,
          ('notte', '_'): 3,
          ('police', '_'): 8,
          ('police', '_', '.'): 5,
          ('president', '_'): 5,
          ('president', '_', 'he'): 3,
          ('she', '_'): 5,
          ('simms', '_'): 3,
          ('spokesman', '_'): 3,
          ('statement', '_'): 3,
          ('the', 'jury', '_'): 7,
          ('the', 'president', '_'): 5},
 'salary': {('_', 'of'): 3, ('the', '_'): 4, ('the', '_', 'of'): 3},
 'sales': {('_', 'tax'): 7,
           ('sunday', '_'): 5,
           ('the', '_'): 7,
           ('the', '_', 'tax'): 6},
 'same': {('at', 'the', '_'): 4, ('the', '_'): 12},
 'saturday': {('_', ','): 7,
              ('_', '.'): 4,
              ('_', 'night'): 4,
              ('last', '_'): 3,
              ('married', '_'): 3},
 'saw': {},
 'say': {('_', ','): 3, ('_', 'the'): 3},
 'says': {(',', '_'): 3},
 'scheduled': {('_', 'for'): 3, ('_', 'to'): 5},
 'school': {('_', ','): 10,
            ('_', 'and'): 4,
            ('_', 'board'): 3,
            ('_', 'in'): 3,
            ('_', 'superintendent'): 4,
            ('a', '_'): 5,
            ('county', '_'): 3,
            ('high', '_'): 11,
            ('high', '_', ','): 5},
 'schools': {('_', ','): 8,
             ('_', '.'): 3,
             ('_', 'for'): 3,
             ('_', 'in'): 3,
             ('day', '_'): 4,
             ('dental', '_'): 4,
             ('high', '_'): 3,
             ('the', '_'): 3},
 'season': {('_', ','): 7,
            ('_', '.'): 8,
            ('last', '_'): 4,
            ('of', 'the', '_'): 4,
            ('the', '_'): 5,
            ('this', '_'): 6},
 'second': {('his', '_'): 6, ('the', '_'): 3},
 'secretary': {('_', 'of'): 13,
               ('_', 'of', 'labor'): 3,
               ('_', 'of', 'state'): 6,
               ('_', 'of', 'the'): 3,
               ('the', '_'): 5,
               ('the', '_', 'of'): 5},
 'secrets': {('_', 'of'): 3},
 'section': {('_', '.'): 3},
 'security': {('social', '_'): 7, ('the', 'social', '_'): 4},
 'see': {('to', '_'): 7},
 'seek': {('_', 'a'): 3, ('to', '_'): 4},
 'sen': {('_', '.'): 16,
         ('_', '.', 'wayne'): 3,
         ('and', '_'): 4,
         ('and', '_', '.'): 4,
         ('by', '_'): 5,
         ('by', '_', '.'): 5,
         ('of', '_'): 3,
         ('of', '_', '.'): 3},
 'senate': {('_', ','): 4, ('the', '_'): 11, ('the', '_', ','): 4},
 'senator': {},
 'sent': {('_', 'to'): 4},
 'series': {('_', 'of'): 3,
            ('a', '_'): 4,
            ('a', '_', 'of'): 3,
            ('world', '_'): 4},
 'served': {},
 'service': {('the', '_'): 3},
 'services': {('_', ','): 3},
 'session': {('_', ','): 3,
             ('_', '.'): 4,
             ('_', 'of'): 8,
             ('_', 'of', 'the'): 7,
             ('a', 'special', '_'): 4,
             ('special', '_'): 6},
 'set': {(',', '_'): 3, ('_', 'a'): 5, ('_', 'for'): 3},
 'seven': {('_', 'cases'): 3, ('for', '_'): 3},
 'several': {('spending', '_'): 3},
 'she': {('_', 'said'): 5, ('and', '_'): 3},
 'shea': {(',', '_'): 3, ('_', ','): 3},
 'shop': {('thrift', '_'): 4},
 'shot': {},
 'should': {('_', 'be'): 22, ('there', '_'): 3},
 'show': {('fashion', '_'): 5},
 'side': {('_', '.'): 3, ('_', 'of'): 3},
 'signed': {},
 'similar': {(',', '_'): 3, ('a', '_'): 4},
 'simpkins': {('.', '_'): 6, ('mr', '.', '_'): 5},
 'since': {(',', '_'): 5,
           (',', '_', 'the'): 3,
           ('_', '1949'): 3,
           ('_', 'the'): 11},
 'single': {('a', '_'): 7},
 'six': {},
 'sixth': {('_', 'on'): 3,
           ('in', 'the', '_'): 4,
           ('the', '_'): 7,
           ('the', '_', 'on'): 3},
 'skorich': {('_', ','): 3},
 'small': {('a', '_'): 3},
 'smith': {('_', ','): 3},
 'snow': {('the', '_'): 3},
 'so': {(',', '_'): 3, ('_', 'far'): 4, ('_', 'that'): 8},
 'social': {('_', 'security'): 7,
            ('the', '_'): 5,
            ('the', '_', 'security'): 4},
 'some': {(',', '_'): 3,
          ('_', 'of'): 18,
          ('_', 'of', 'the'): 12,
          ('_', 'time'): 3,
          ('and', '_'): 4,
          ('for', '_'): 4},
 'something': {},
 'son': {(',', '_'): 3,
         (',', '_', 'of'): 3,
         ('_', ','): 4,
         ('_', 'of'): 7,
         ('the', '_'): 3,
         ('the', '_', 'of'): 3},
 'soon': {('_', 'as'): 5,
          ('_', 'as', 'possible'): 3,
          ('as', '_'): 5,
          ('as', '_', 'as'): 5},
 'south': {('and', '_'): 4},
 'soviet': {('_', 'union'): 6, ('the', '_'): 7, ('the', '_', 'union'): 6},
 'sox': {('white', '_'): 4},
 'special': {('_', 'session'): 6, ('a', '_'): 14, ('a', '_', 'session'): 4},
 'spending': {('_', 'several'): 3, ('after', '_'): 3},
 'spent': {},
 'sports': {},
 'spring': {},
 'st': {('_', '.'): 31,
        ('_', '.', ','): 6,
        ('_', '.', 'louis'): 8,
        ('in', '_'): 4,
        ('in', '_', '.'): 4,
        ('the', '_'): 3,
        ('the', '_', '.'): 3},
 'stadium': {('_', '.'): 3},
 'staff': {},
 'stage': {},
 'stand': {},
 'start': {('_', 'of'): 4,
           ('the', '_'): 4,
           ('the', '_', 'of'): 4,
           ('to', '_'): 6},
 'started': {},
 'starts': {},
 'state': {(',', '_'): 8,
           (',', 'the', '_'): 3,
           ('_', '.'): 9,
           ('_', 'and'): 4,
           ('_', 'college'): 6,
           ('_', 'committee'): 3,
           ('_', 'law'): 3,
           ('a', '_'): 3,
           ('and', '_'): 6,
           ('in', 'the', '_'): 10,
           ('of', '_'): 6,
           ('of', 'the', '_'): 6,
           ('secretary', 'of', '_'): 6,
           ('the', '_'): 43,
           ('the', '_', '.'): 6,
           ('to', 'the', '_'): 4,
           ('washington', '_'): 4},
 'statement': {(',', 'the', '_'): 3, ('_', 'said'): 3, ('the', '_'): 7},
 'statements': {('made', '_'): 3},
 'states': {('_', ','): 6,
            ('_', 'in'): 3,
            ('_', 'to'): 4,
            ('grants', 'to', '_'): 4,
            ('the', 'united', '_'): 27,
            ('to', '_'): 4,
            ('united', '_'): 30,
            ('united', '_', ','): 3},
 'station': {('_', ','): 4, ('_', '.'): 5},
 'stay': {('_', 'in'): 3},
 'step': {},
 'steps': {('_', 'to'): 3},
 'still': {},
 'straight': {},
 'street': {('_', ','): 4, ('_', '.'): 4},
 'student': {('a', '_'): 3, ('the', '_'): 3},
 'students': {('the', '_'): 3},
 'study': {('_', 'of'): 3, ('_', 'of', 'the'): 3},
 'such': {(',', '_'): 3,
          ('_', 'a'): 7,
          ('_', 'an'): 4,
          ('_', 'as'): 3,
          ('of', '_'): 5},
 'sunday': {(',', 'died', '_'): 3,
            ('_', '.'): 5,
            ('_', 'at'): 3,
            ('_', 'night'): 3,
            ('_', 'sales'): 5,
            ('died', '_'): 3,
            ('died', '_', 'at'): 3,
            ('on', '_'): 4,
            ('the', '_'): 3},
 'superintendent': {('_', ','): 5, ('school', '_'): 4},
 'support': {},
 'system': {('_', '.'): 5},
 't': {('.', '_'): 3, ('.', '_', '.'): 3, ('_', '.'): 7},
 'take': {('_', 'a'): 8,
          ('_', 'over'): 3,
          ('not', '_'): 3,
          ('to', '_'): 9,
          ('will', '_'): 7},
 'taken': {('_', 'to'): 6, ('be', '_'): 7, ('be', '_', 'to'): 3},
 'taking': {('_', 'a'): 3, ('_', 'the'): 3},
 'tax': {('_', 'bill'): 8,
         ('a', '_'): 3,
         ('payroll', '_'): 5,
         ('sales', '_'): 7,
         ('the', '_'): 4,
         ('the', '_', 'bill'): 3,
         ('the', 'sales', '_'): 6},
 'taxes': {},
 'team': {('_', '.'): 4, ('_', 'to'): 4, ('the', '_'): 5},
 'tell': {('to', '_'): 4},
 'term': {},
 'test': {},
 'texans': {('the', '_'): 5},
 'texas': {(',', '_'): 9,
           (',', '_', '--'): 6,
           ('_', ','): 3,
           ('_', '--'): 6,
           ('_', 'j'): 3,
           ('_', 'j', '&'): 3,
           ('austin', ',', '_'): 6,
           ('of', '_'): 3,
           ('the', '_'): 8},
 'than': {(',', 'rather', '_'): 4,
          ('_', 'a'): 6,
          ('_', 'the'): 4,
          ('for', 'more', '_'): 3,
          ('more', '_'): 28,
          ('more', '_', 'a'): 6,
          ('rather', '_'): 4},
 'that': {(',', '_'): 17,
          (',', '_', 'is'): 3,
          (',', '_', 'the'): 5,
          (',', 'and', '_'): 3,
          (',', 'said', '_'): 4,
          ('_', ','): 8,
          ('_', 'a'): 14,
          ('_', 'an'): 3,
          ('_', 'are'): 4,
          ('_', 'day'): 3,
          ('_', 'has'): 4,
          ('_', 'he'): 20,
          ('_', 'he', 'had'): 4,
          ('_', 'he', 'would'): 4,
          ('_', 'his'): 3,
          ('_', 'i'): 3,
          ('_', 'if'): 4,
          ('_', 'in'): 3,
          ('_', 'in', 'the'): 3,
          ('_', 'is'): 5,
          ('_', 'it'): 12,
          ('_', 'it', 'is'): 3,
          ('_', 'it', 'was'): 3,
          ('_', 'most'): 3,
          ('_', 'no'): 3,
          ('_', 'of'): 3,
          ('_', 'president'): 3,
          ('_', 'president', 'kennedy'): 3,
          ('_', 'the'): 69,
          ('_', 'the', 'board'): 3,
          ('_', 'the', 'city'): 4,
          ('_', 'the', 'united'): 7,
          ('_', 'there'): 13,
          ('_', 'they'): 8,
          ('_', 'time'): 3,
          ('_', 'was'): 4,
          ('_', 'we'): 4,
          ('_', 'will'): 3,
          ('_', 'would'): 8,
          ('added', '_'): 6,
          ('agreed', '_'): 3,
          ('and', '_'): 14,
          ('announced', '_'): 7,
          ('announcement', '_'): 3,
          ('explained', '_'): 3,
          ('fact', '_'): 4,
          ('he', 'said', '_'): 3,
          ('however', ',', '_'): 4,
          ('indicated', '_'): 4,
          ('is', '_'): 5,
          ('of', '_'): 3,
          ('on', '_'): 4,
          ('one', '_'): 4,
          ('out', '_'): 4,
          ('pointed', 'out', '_'): 3,
          ('recommended', '_'): 5,
          ('said', '_'): 22,
          ('said', '_', 'the'): 6,
          ('so', '_'): 8,
          ('stated', '_'): 3,
          ('suggested', '_'): 3,
          ('the', 'announcement', '_'): 3,
          ('the', 'fact', '_'): 4,
          ('urged', '_'): 3,
          ('yesterday', '_'): 3},
 'the': {('(', '_'): 3,
         (')', '--', '_'): 5,
         (',', '_'): 179,
         (',', '_', 'former'): 4,
         (',', '_', 'jury'): 7,
         (',', '_', 'only'): 3,
         (',', '_', 'rev'): 3,
         (',', '_', 'state'): 3,
         (',', '_', 'statement'): 3,
         (',', 'and', '_'): 15,
         (',', 'as', '_'): 5,
         (',', 'at', '_'): 3,
         (',', 'because', '_'): 3,
         (',', 'but', '_'): 4,
         (',', 'for', '_'): 7,
         (',', 'in', '_'): 10,
         (',', 'is', '_'): 3,
         (',', 'of', '_'): 3,
         (',', 'said', '_'): 3,
         (',', 'since', '_'): 3,
         (',', 'that', '_'): 5,
         (',', 'when', '_'): 3,
         ('--', '_'): 16,
         (':', '_'): 3,
         ('_', '1960'): 5,
         ('_', '1961'): 3,
         ('_', '23d'): 4,
         ('_', '23d', 'ward'): 4,
         ('_', 'address'): 3,
         ('_', 'administration'): 19,
         ('_', 'aged'): 3,
         ('_', 'aged', 'care'): 3,
         ('_', 'air'): 6,
         ('_', 'air', 'force'): 4,
         ('_', 'alliance'): 3,
         ('_', 'alliance', ','): 3,
         ('_', 'american'): 14,
         ('_', 'american', 'league'): 4,
         ('_', 'announcement'): 4,
         ('_', 'announcement', 'that'): 3,
         ('_', 'annual'): 4,
         ('_', 'appointment'): 4,
         ('_', 'appointment', 'of'): 3,
         ('_', 'april'): 3,
         ('_', 'army'): 7,
         ('_', 'atlanta'): 5,
         ('_', 'attorney'): 4,
         ('_', 'attorney', 'general'): 3,
         ('_', 'audience'): 3,
         ('_', 'back'): 3,
         ('_', 'ball'): 16,
         ('_', 'basis'): 3,
         ('_', 'basis', 'of'): 3,
         ('_', 'battle'): 4,
         ('_', 'bears'): 6,
         ('_', 'bench'): 4,
         ('_', 'best'): 8,
         ('_', 'bible'): 3,
         ('_', 'big'): 7,
         ('_', 'bill'): 11,
         ('_', 'birds'): 5,
         ('_', 'birth'): 3,
         ('_', 'birth', 'of'): 3,
         ('_', 'blue'): 3,
         ('_', 'board'): 14,
         ('_', 'board', 'of'): 5,
         ('_', "board's"): 3,
         ('_', 'boy'): 5,
         ('_', 'boys'): 5,
         ('_', 'bride'): 6,
         ('_', 'bride', 'was'): 3,
         ('_', "bride's"): 4,
         ('_', 'bronx'): 5,
         ('_', 'bundles'): 3,
         ('_', 'campaign'): 3,
         ('_', 'car'): 7,
         ('_', 'cardinals'): 3,
         ('_', 'case'): 3,
         ('_', 'center'): 6,
         ('_', 'center', 'of'): 3,
         ('_', 'central'): 5,
         ('_', 'charter'): 4,
         ('_', 'chicago'): 6,
         ('_', 'children'): 4,
         ('_', 'church'): 3,
         ('_', 'citizens'): 4,
         ('_', 'citizens', 'group'): 4,
         ('_', 'city'): 32,
         ('_', 'city', '.'): 3,
         ('_', 'city', 'and'): 4,
         ('_', 'city', 'council'): 5,
         ('_', "city's"): 6,
         ('_', 'club'): 7,
         ('_', 'coming'): 3,
         ('_', 'committee'): 10,
         ('_', 'communist'): 6,
         ('_', 'communist', 'bloc'): 3,
         ('_', 'communists'): 6,
         ('_', 'community'): 3,
         ('_', 'continental'): 3,
         ('_', 'contract'): 4,
         ('_', 'cost'): 4,
         ('_', 'cost', 'of'): 3,
         ('_', 'council'): 10,
         ('_', 'councilman'): 3,
         ('_', 'country'): 4,
         ('_', 'county'): 5,
         ('_', 'couple'): 5,
         ('_', 'court'): 5,
         ('_', 'criminal'): 3,
         ('_', 'crowd'): 3,
         ('_', 'current'): 5,
         ('_', 'dancing'): 3,
         ('_', 'day'): 8,
         ('_', 'dead'): 4,
         ('_', 'deaf'): 3,
         ('_', 'defendants'): 5,
         ('_', 'democratic'): 10,
         ('_', 'democratic', 'party'): 4,
         ('_', 'denver'): 3,
         ('_', 'department'): 5,
         ('_', 'department', 'of'): 3,
         ('_', 'development'): 3,
         ('_', 'dreadnought'): 6,
         ('_', 'driver'): 4,
         ('_', 'eagles'): 4,
         ('_', 'early'): 8,
         ('_', 'el'): 3,
         ('_', 'election'): 10,
         ('_', 'end'): 5,
         ('_', 'end', 'of'): 5,
         ('_', 'engagement'): 3,
         ('_', 'entire'): 3,
         ('_', 'event'): 6,
         ('_', 'face'): 3,
         ('_', 'fact'): 5,
         ('_', 'fact', 'that'): 4,
         ('_', 'family'): 5,
         ('_', 'federal'): 9,
         ('_', 'federal', 'bureau'): 3,
         ('_', 'federal', 'government'): 3,
         ('_', 'field'): 3,
         ('_', 'fifth'): 4,
         ('_', 'fight'): 3,
         ('_', 'final'): 6,
         ('_', 'fire'): 7,
         ('_', 'fire', 'fighters'): 3,
         ('_', 'first'): 49,
         ('_', 'first', 'inning'): 3,
         ('_', 'first', 'of'): 5,
         ('_', 'first', 'time'): 4,
         ('_', 'first', 'two'): 3,
         ('_', 'first', 'year'): 4,
         ('_', 'five'): 5,
         ('_', 'flock'): 3,
         ('_', 'floor'): 3,
         ('_', 'following'): 3,
         ('_', 'former'): 10,
         ('_', 'former', 'miss'): 4,
         ('_', 'four'): 3,
         ('_', 'fourth'): 4,
         ('_', 'free'): 5,
         ('_', 'free', 'world'): 3,
         ('_', 'full'): 5,
         ('_', 'full', 'amount'): 4,
         ('_', 'fulton'): 6,
         ('_', 'fulton', 'county'): 3,
         ('_', 'future'): 6,
         ('_', 'game'): 12,
         ('_', 'game', '.'): 3,
         ('_', "game's"): 4,
         ('_', 'general'): 8,
         ('_', 'general', 'assembly'): 3,
         ('_', 'georgia'): 4,
         ('_', 'giants'): 6,
         ('_', 'good'): 3,
         ('_', 'government'): 5,
         ('_', 'governor'): 7,
         ('_', "governor's"): 3,
         ('_', 'grand'): 6,
         ('_', 'grand', 'jury'): 4,
         ('_', 'great'): 3,
         ('_', 'green'): 3,
         ('_', 'ground'): 3,
         ('_', 'group'): 3,
         ('_', 'heart'): 3,
         ('_', 'highway'): 3,
         ('_', 'home'): 11,
         ('_', 'home', 'of'): 3,
         ('_', 'home', 'rule'): 3,
         ('_', 'hospital'): 5,
         ('_', 'hotel'): 4,
         ('_', 'house'): 19,
         ('_', 'house', '.'): 4,
         ('_', 'housing'): 4,
         ('_', 'hughes'): 8,
         ('_', 'hughes', 'company'): 3,
         ('_', 'hughes', 'concern'): 3,
         ('_', 'increase'): 3,
         ('_', 'international'): 4,
         ('_', 'j'): 21,
         ('_', 'j', 'is'): 3,
         ('_', 'job'): 4,
         ('_', 'jurors'): 3,
         ('_', 'jury'): 18,
         ('_', 'jury', 'said'): 7,
         ('_', 'kansas'): 3,
         ('_', 'kansas', 'city'): 3,
         ('_', 'kennedy'): 8,
         ('_', 'kennedy', 'administration'): 5,
         ('_', 'key'): 3,
         ('_', 'kind'): 4,
         ('_', 'kind', 'of'): 4,
         ('_', 'kowalski'): 3,
         ('_', 'kremlin'): 4,
         ('_', 'krogers'): 3,
         ('_', 'largest'): 3,
         ('_', 'last'): 19,
         ('_', 'late'): 5,
         ('_', 'late', 'mrs'): 3,
         ('_', 'laws'): 3,
         ('_', 'lead'): 3,
         ('_', 'left'): 3,
         ('_', 'legislature'): 16,
         ('_', 'legislature', '.'): 3,
         ('_', 'living'): 3,
         ('_', 'living', 'room'): 3,
         ('_', 'local'): 9,
         ('_', 'magistrate'): 3,
         ('_', 'major'): 4,
         ('_', 'man'): 9,
         ('_', 'man', 'who'): 4,
         ('_', 'matter'): 3,
         ('_', 'maximum'): 3,
         ('_', 'mayor'): 7,
         ('_', "mayor's"): 6,
         ('_', 'meeting'): 3,
         ('_', 'members'): 4,
         ('_', 'message'): 3,
         ('_', 'met'): 3,
         ('_', 'meyner'): 3,
         ('_', 'middle'): 3,
         ('_', 'military'): 6,
         ('_', 'milwaukee'): 3,
         ('_', 'more'): 4,
         ('_', 'most'): 13,
         ('_', 'movement'): 3,
         ('_', 'nation'): 4,
         ('_', "nation's"): 5,
         ('_', 'national'): 16,
         ('_', 'navy'): 3,
         ('_', 'need'): 5,
         ('_', 'need', 'for'): 5,
         ('_', 'new'): 27,
         ('_', 'new', 'administration'): 3,
         ('_', 'new', 'york'): 5,
         ('_', 'next'): 11,
         ('_', 'next', 'two'): 3,
         ('_', 'ninth'): 5,
         ('_', 'number'): 4,
         ('_', 'number', 'of'): 3,
         ('_', 'officers'): 3,
         ('_', 'old'): 5,
         ('_', 'one'): 3,
         ('_', 'only'): 11,
         ('_', 'opening'): 5,
         ('_', 'opinion'): 3,
         ('_', 'ordinance'): 3,
         ('_', 'orioles'): 7,
         ('_', 'other'): 16,
         ('_', 'part'): 4,
         ('_', 'part', 'of'): 3,
         ('_', 'party'): 10,
         ('_', 'party', '.'): 3,
         ('_', 'past'): 13,
         ('_', 'people'): 9,
         ('_', 'petition'): 3,
         ('_', 'phillies'): 3,
         ('_', 'pirates'): 5,
         ('_', 'plan'): 5,
         ('_', 'plate'): 3,
         ('_', 'players'): 3,
         ('_', 'polls'): 3,
         ('_', 'present'): 8,
         ('_', 'president'): 17,
         ('_', 'president', 'said'): 5,
         ('_', "president's"): 4,
         ('_', 'primary'): 5,
         ('_', 'principal'): 3,
         ('_', 'pro-western'): 3,
         ('_', 'problem'): 4,
         ('_', 'project'): 10,
         ('_', 'project', '.'): 7,
         ('_', 'proposal'): 5,
         ('_', 'public'): 6,
         ('_', 'queen'): 3,
         ('_', 'question'): 4,
         ('_', 'race'): 3,
         ('_', 'redbirds'): 3,
         ('_', 'report'): 5,
         ('_', 'republican'): 14,
         ('_', 'republican', 'party'): 3,
         ('_', 'republicans'): 6,
         ('_', 'request'): 3,
         ('_', 'resolution'): 6,
         ('_', 'rev'): 10,
         ('_', 'rev', '.'): 10,
         ('_', 'right'): 7,
         ('_', 'royal'): 4,
         ('_', 'rules'): 5,
         ('_', 'salary'): 4,
         ('_', 'salary', 'of'): 3,
         ('_', 'sales'): 7,
         ('_', 'sales', 'tax'): 6,
         ('_', 'same'): 12,
         ('_', 'schools'): 3,
         ('_', 'score'): 3,
         ('_', 'season'): 5,
         ('_', 'second'): 3,
         ('_', 'secretary'): 5,
         ('_', 'secretary', 'of'): 5,
         ('_', 'senate'): 11,
         ('_', 'senate', ','): 4,
         ('_', 'service'): 3,
         ('_', 'signatures'): 3,
         ('_', 'situation'): 5,
         ('_', 'sixth'): 7,
         ('_', 'sixth', 'on'): 3,
         ('_', 'skipjack'): 3,
         ('_', 'snow'): 3,
         ('_', 'social'): 5,
         ('_', 'social', 'security'): 4,
         ('_', 'socialist'): 4,
         ('_', 'socialist', 'party'): 3,
         ('_', 'son'): 3,
         ('_', 'son', 'of'): 3,
         ('_', 'soviet'): 7,
         ('_', 'soviet', 'union'): 6,
         ('_', 'st'): 3,
         ('_', 'st', '.'): 3,
         ('_', 'start'): 4,
         ('_', 'start', 'of'): 4,
         ('_', 'state'): 43,
         ('_', 'state', '.'): 6,
         ('_', "state's"): 4,
         ('_', 'statement'): 7,
         ('_', 'student'): 3,
         ('_', 'students'): 3,
         ('_', 'subject'): 4,
         ('_', 'sunday'): 3,
         ('_', 'tax'): 4,
         ('_', 'tax', 'bill'): 3,
         ('_', 'team'): 5,
         ('_', 'teamsters'): 3,
         ('_', 'texans'): 5,
         ('_', 'texas'): 8,
         ('_', 'third'): 9,
         ('_', 'three'): 9,
         ('_', 'thrift'): 3,
         ('_', 'time'): 5,
         ('_', 'top'): 4,
         ('_', 'top', 'of'): 3,
         ('_', 'town'): 5,
         ('_', 'trial'): 3,
         ('_', 'truth'): 3,
         ('_', 'two'): 12,
         ('_', 'u'): 5,
         ('_', 'u', '.'): 5,
         ('_', 'union'): 3,
         ('_', 'united'): 34,
         ('_', 'united', 'nations'): 3,
         ('_', 'united', 'states'): 27,
         ('_', 'university'): 11,
         ('_', 'university', 'of'): 5,
         ('_', 'verdict'): 7,
         ('_', 'victim'): 3,
         ('_', 'views'): 3,
         ('_', 'views', 'of'): 3,
         ('_', 'vote'): 3,
         ('_', 'way'): 5,
         ('_', 'wedding'): 4,
         ('_', 'west'): 4,
         ('_', 'white'): 7,
         ('_', 'white', 'house'): 5,
         ('_', 'winning'): 4,
         ('_', "women's"): 4,
         ('_', 'work'): 4,
         ('_', 'world'): 9,
         ('_', 'world', '.'): 4,
         ('_', 'yankee'): 3,
         ('_', 'yankees'): 6,
         ('_', 'year'): 9,
         ('_', 'year', '.'): 5,
         ('_', 'young'): 3,
         ('_', 'younger'): 3,
         ('about', '_'): 11,
         ('across', '_'): 3,
         ('addition', 'to', '_'): 3,
         ('after', '_'): 24,
         ('against', '_'): 16,
         ('all', '_'): 8,
         ('all', '_', 'way'): 3,
         ('all', 'of', '_'): 4,
         ('along', '_'): 4,
         ('among', '_'): 8,
         ('amount', 'of', '_'): 3,
         ('and', '_'): 71,
         ('and', '_', 'late'): 4,
         ('and', '_', 'other'): 3,
         ('announce', '_'): 5,
         ('announce', '_', 'birth'): 3,
         ('are', '_'): 4,
         ('around', '_'): 3,
         ('as', '_'): 35,
         ('at', '_'): 96,
         ('at', '_', 'end'): 3,
         ('at', '_', 'polls'): 3,
         ('at', '_', 'same'): 4,
         ('at', '_', 'university'): 3,
         ('attend', '_'): 7,
         ('back', 'in', '_'): 3,
         ('back', 'on', '_'): 3,
         ('be', '_'): 16,
         ('be', '_', 'first'): 3,
         ('be', 'given', '_'): 3,
         ('be', 'in', '_'): 3,
         ('beat', '_'): 3,
         ('because', '_'): 3,
         ('because', 'of', '_'): 6,
         ('been', '_'): 4,
         ('before', '_'): 11,
         ('between', '_'): 8,
         ('but', '_'): 9,
         ('by', '_'): 52,
         ('cent', 'of', '_'): 3,
         ('chairman', 'of', '_'): 11,
         ('days', 'after', '_'): 3,
         ('despite', '_'): 4,
         ('down', '_'): 4,
         ('during', '_'): 16,
         ('each', 'of', '_'): 3,
         ('end', '_'): 3,
         ('entered', '_'): 3,
         ('estimated', '_'): 3,
         ('for', '_'): 132,
         ('for', '_', 'deaf'): 3,
         ('for', '_', 'first'): 7,
         ('for', '_', 'full'): 4,
         ('for', '_', 'new'): 3,
         ('for', '_', 'wedding'): 3,
         ('found', '_'): 3,
         ('from', '_'): 44,
         ('from', '_', 'university'): 3,
         ('gave', '_'): 4,
         ('get', '_'): 7,
         ('given', '_'): 4,
         ('had', '_'): 5,
         ('has', '_'): 3,
         ('has', 'been', '_'): 3,
         ('have', '_'): 5,
         ('head', 'of', '_'): 3,
         ('headed', 'by', '_'): 3,
         ('help', '_'): 4,
         ('however', ',', '_'): 3,
         ('if', '_'): 12,
         ('if', '_', 'administration'): 3,
         ('in', '_'): 324,
         ('in', '_', 'city'): 4,
         ('in', '_', 'early'): 7,
         ('in', '_', 'fifth'): 3,
         ('in', '_', 'final'): 3,
         ('in', '_', 'first'): 5,
         ('in', '_', 'five'): 3,
         ('in', '_', 'fourth'): 3,
         ('in', '_', 'future'): 4,
         ('in', '_', 'house'): 5,
         ('in', '_', 'last'): 7,
         ('in', '_', 'legislature'): 4,
         ('in', '_', 'national'): 3,
         ('in', '_', 'ninth'): 3,
         ('in', '_', 'past'): 9,
         ('in', '_', 'project'): 3,
         ('in', '_', 'sixth'): 4,
         ('in', '_', 'state'): 10,
         ('in', '_', 'third'): 3,
         ('in', '_', 'top'): 3,
         ('in', '_', 'world'): 3,
         ('in', 'which', '_'): 5,
         ('into', '_'): 22,
         ('is', '_'): 28,
         ('is', '_', 'former'): 3,
         ('is', 'not', '_'): 3,
         ('it', 'was', '_'): 3,
         ('job', 'with', '_'): 3,
         ('judges', 'in', '_'): 3,
         ('keep', '_'): 3,
         ('knee', 'in', '_'): 3,
         ('know', '_'): 3,
         ('lead', 'in', '_'): 3,
         ('led', '_'): 3,
         ('left', 'in', '_'): 3,
         ('make', '_'): 6,
         ('manager', 'of', '_'): 3,
         ('meet', '_'): 7,
         ('meeting', 'in', '_'): 3,
         ('member', 'of', '_'): 7,
         ('members', 'of', '_'): 11,
         ('most', 'of', '_'): 4,
         ('move', 'into', '_'): 3,
         ('much', 'of', '_'): 4,
         ('not', '_'): 3,
         ('of', '_'): 416,
         ('of', '_', '23d'): 3,
         ('of', '_', 'american'): 5,
         ('of', '_', 'city'): 6,
         ('of', '_', 'committee'): 4,
         ('of', '_', 'defendants'): 4,
         ('of', '_', 'democratic'): 3,
         ('of', '_', 'dreadnought'): 3,
         ('of', '_', 'first'): 6,
         ('of', '_', 'game'): 5,
         ('of', '_', 'general'): 4,
         ('of', '_', 'house'): 4,
         ('of', '_', 'j'): 4,
         ('of', '_', 'legislature'): 5,
         ('of', '_', 'national'): 3,
         ('of', '_', 'new'): 5,
         ('of', '_', 'other'): 4,
         ('of', '_', 'present'): 3,
         ('of', '_', 'republican'): 7,
         ('of', '_', 'season'): 4,
         ('of', '_', 'state'): 6,
         ('of', '_', 'united'): 7,
         ('of', '_', 'university'): 3,
         ('of', '_', 'yankees'): 3,
         ('of', '_', 'year'): 6,
         ('off', '_'): 10,
         ('on', '_'): 124,
         ('on', '_', 'basis'): 3,
         ('on', '_', 'first'): 3,
         ('on', '_', 'job'): 3,
         ('on', '_', 'national'): 3,
         ('on', '_', 'part'): 3,
         ('on', '_', 'project'): 3,
         ('one', 'of', '_'): 20,
         ('only', '_'): 5,
         ('or', '_'): 3,
         ('out', '_'): 4,
         ('out', 'of', '_'): 6,
         ('over', '_'): 27,
         ('part', 'of', '_'): 7,
         ('past', '_'): 3,
         ('play', '_'): 3,
         ('precinct', 'of', '_'): 4,
         ('president', 'of', '_'): 13,
         ('receive', '_'): 4,
         ('reduce', '_'): 4,
         ('relations', 'with', '_'): 3,
         ('representing', '_'): 3,
         ('run', 'in', '_'): 5,
         ('said', ',', '_'): 4,
         ('said', '_'): 27,
         ('said', 'that', '_'): 6,
         ('say', '_'): 3,
         ('secretary', 'of', '_'): 3,
         ('session', 'of', '_'): 7,
         ('since', '_'): 11,
         ('some', 'of', '_'): 12,
         ('study', 'of', '_'): 3,
         ('taking', '_'): 3,
         ('than', '_'): 4,
         ('that', '_'): 69,
         ('that', '_', 'board'): 3,
         ('that', '_', 'city'): 4,
         ('that', '_', 'united'): 7,
         ('that', 'in', '_'): 3,
         ('then', '_'): 3,
         ('this', 'was', '_'): 3,
         ('through', '_'): 7,
         ('tied', '_'): 3,
         ('to', '_'): 117,
         ('to', '_', 'home'): 3,
         ('to', '_', 'state'): 4,
         ('to', 'attend', '_'): 7,
         ('to', 'be', '_'): 3,
         ('to', 'end', '_'): 3,
         ('to', 'get', '_'): 4,
         ('to', 'have', '_'): 3,
         ('to', 'make', '_'): 4,
         ('to', 'meet', '_'): 5,
         ('to', 'use', '_'): 3,
         ('to', 'win', '_'): 3,
         ('told', '_'): 7,
         ('top', 'of', '_'): 4,
         ('under', '_'): 13,
         ('until', '_'): 4,
         ('up', '_'): 8,
         ('up', 'to', '_'): 3,
         ('upon', '_'): 3,
         ('use', '_'): 5,
         ('victory', 'over', '_'): 3,
         ('vote', 'on', '_'): 4,
         ('was', '_'): 22,
         ('was', '_', 'first'): 5,
         ('were', '_'): 3,
         ('when', '_'): 24,
         ('where', '_'): 5,
         ('which', '_'): 9,
         ('while', '_'): 6,
         ('will', 'be', '_'): 9,
         ('will', 'receive', '_'): 3,
         ('win', '_'): 3,
         ('with', '_'): 57,
         ('within', '_'): 4,
         ('without', '_'): 3,
         ('won', '_'): 4,
         ('work', 'on', '_'): 4,
         ('years', '_'): 4},
 'theater': {('_', 'integration'): 3},
 'their': {('_', 'children'): 3,
           ('_', 'daughter'): 4,
           ('_', 'daughter', ','): 4,
           ('_', 'first'): 4,
           ('_', 'home'): 4,
           ('_', 'own'): 7,
           ('and', '_'): 5,
           ('but', '_'): 3,
           ('for', '_'): 4,
           ('in', '_'): 14,
           ('of', '_'): 16,
           ('on', '_'): 6,
           ('to', '_'): 4,
           ('with', '_'): 3},
 'them': {('_', ','): 4,
          ('_', '.'): 8,
          ('_', 'to'): 5,
          ('among', '_'): 3,
          ('of', '_'): 5},
 'themselves': {('_', '.'): 3},
 'then': {(',', '_'): 9, ('_', 'he'): 3, ('_', 'the'): 3, ('and', '_'): 6},
 'there': {(',', '_'): 8,
           (',', '_', 'was'): 3,
           ('_', 'are'): 12,
           ('_', 'has'): 6,
           ('_', 'has', 'been'): 5,
           ('_', 'is'): 15,
           ('_', 'is', 'a'): 5,
           ('_', 'is', 'no'): 3,
           ('_', 'should'): 3,
           ('_', 'to'): 3,
           ('_', 'was'): 10,
           ('_', 'was', 'no'): 5,
           ('_', 'were'): 5,
           ('_', 'will'): 7,
           ('_', 'will', 'be'): 7,
           ('_', 'would'): 3,
           ('_', 'would', 'be'): 3,
           ('and', '_'): 5,
           ('but', '_'): 6,
           ('that', '_'): 13},
 'these': {('of', '_'): 5},
 'they': {(',', '_'): 4,
          ('_', 'also'): 3,
          ('_', 'are'): 8,
          ('_', 'can'): 5,
          ('_', 'could'): 5,
          ('_', 'do'): 3,
          ('_', 'do', 'not'): 3,
          ('_', 'had'): 8,
          ('_', 'have'): 4,
          ('_', 'were'): 12,
          ('_', 'will'): 8,
          ('_', 'will', 'be'): 3,
          ('_', 'would'): 6,
          ('and', '_'): 4,
          ('as', '_'): 9,
          ('if', '_'): 5,
          ('said', '_'): 5,
          ('that', '_'): 8,
          ('when', '_'): 4},
 'thing': {('_', ','): 3},
 'think': {(',', 'i', '_'): 3, ('i', '_'): 8},
 'third': {('a', '_'): 3, ('in', 'the', '_'): 3, ('the', '_'): 9},
 'this': {(',', '_'): 8,
          ('_', 'is'): 12,
          ('_', 'is', 'a'): 4,
          ('_', 'is', 'not'): 3,
          ('_', 'season'): 6,
          ('_', 'was'): 6,
          ('_', 'was', 'the'): 3,
          ('_', 'week'): 10,
          ('_', 'week', '.'): 6,
          ('_', 'would'): 6,
          ('_', 'year'): 8,
          ('at', '_'): 3,
          ('for', '_'): 3,
          ('in', '_'): 10,
          ('of', '_'): 9,
          ('on', '_'): 3,
          ('what', '_'): 3},
 'thomas': {('.', '_'): 6, ('_', ','): 5, ('mrs', '.', '_'): 3},
 'those': {('_', 'of'): 3,
           ('_', 'who'): 7,
           ('_', 'who', 'have'): 3,
           ('for', '_'): 3,
           ('for', '_', 'who'): 3},
 'three': {('_', 'days'): 3,
           ('_', 'games'): 4,
           ('_', 'of'): 4,
           ('_', 'years'): 5,
           ('of', '_'): 7,
           ('the', '_'): 9},
 'through': {('_', 'a'): 3, ('_', 'the'): 7},
 'thursday': {},
 'time': {('_', ','): 6,
          ('_', '.'): 10,
          ('first', '_'): 4,
          ('some', '_'): 3,
          ('that', '_'): 3,
          ('the', '_'): 5,
          ('the', 'first', '_'): 4},
 'times': {('_', '.'): 3},
 'to': {(',', '000', '_'): 4,
        (',', '_'): 16,
        (',', 'according', '_'): 7,
        ('000', '_'): 4,
        ('_', '180'): 3,
        ('_', '3'): 3,
        ('_', 'a'): 31,
        ('_', 'accept'): 3,
        ('_', 'achieve'): 4,
        ('_', 'an'): 6,
        ('_', 'attend'): 10,
        ('_', 'attend', 'the'): 7,
        ('_', 'be'): 51,
        ('_', 'be', 'able'): 3,
        ('_', 'be', 'an'): 3,
        ('_', 'be', 'in'): 3,
        ('_', 'be', 'the'): 3,
        ('_', 'begin'): 3,
        ('_', 'bring'): 7,
        ('_', 'build'): 6,
        ('_', 'build', 'a'): 3,
        ('_', 'call'): 3,
        ('_', 'carry'): 5,
        ('_', 'do'): 11,
        ('_', 'end'): 7,
        ('_', 'end', 'the'): 3,
        ('_', 'enjoy'): 3,
        ('_', 'establish'): 4,
        ('_', 'face'): 4,
        ('_', 'fill'): 3,
        ('_', 'find'): 3,
        ('_', 'form'): 5,
        ('_', 'get'): 13,
        ('_', 'get', 'the'): 4,
        ('_', 'give'): 9,
        ('_', 'go'): 9,
        ('_', 'grant'): 3,
        ('_', 'have'): 13,
        ('_', 'have', 'the'): 3,
        ('_', 'head'): 3,
        ('_', 'hear'): 4,
        ('_', 'help'): 6,
        ('_', 'his'): 6,
        ('_', 'hold'): 4,
        ('_', 'investigate'): 3,
        ('_', 'issue'): 3,
        ('_', 'keep'): 4,
        ('_', 'know'): 5,
        ('_', 'left'): 3,
        ('_', 'make'): 16,
        ('_', 'make', 'a'): 3,
        ('_', 'make', 'the'): 4,
        ('_', 'meet'): 9,
        ('_', 'meet', 'the'): 5,
        ('_', 'move'): 3,
        ('_', 'mr'): 4,
        ('_', 'mr', '.'): 4,
        ('_', 'name'): 3,
        ('_', 'new'): 8,
        ('_', 'new', 'york'): 4,
        ('_', 'obtain'): 6,
        ('_', 'obtain', 'a'): 3,
        ('_', 'pass'): 6,
        ('_', 'pay'): 8,
        ('_', 'play'): 7,
        ('_', 'prevent'): 5,
        ('_', 'provide'): 4,
        ('_', 'put'): 3,
        ('_', 'raise'): 3,
        ('_', 'receive'): 3,
        ('_', 'replace'): 3,
        ('_', 'see'): 7,
        ('_', 'seek'): 4,
        ('_', 'spend'): 3,
        ('_', 'start'): 6,
        ('_', 'states'): 4,
        ('_', 'sue'): 3,
        ('_', 'take'): 9,
        ('_', 'tell'): 4,
        ('_', 'the'): 117,
        ('_', 'the', 'home'): 3,
        ('_', 'the', 'state'): 4,
        ('_', 'their'): 4,
        ('_', 'use'): 4,
        ('_', 'use', 'the'): 3,
        ('_', 'vote'): 3,
        ('_', 'win'): 4,
        ('_', 'win', 'the'): 3,
        ('_', 'work'): 3,
        ('a', 'way', '_'): 3,
        ('ability', '_'): 3,
        ('able', '_'): 12,
        ('according', '_'): 8,
        ('addition', '_'): 3,
        ('addition', '_', 'the'): 3,
        ('agreed', '_'): 5,
        ('aid', '_'): 5,
        ('allowed', '_'): 3,
        ('an', 'effort', '_'): 3,
        ('and', '_'): 5,
        ('are', '_'): 5,
        ('are', 'expected', '_'): 4,
        ('as', '_'): 3,
        ('attempt', '_'): 4,
        ('attempt', '_', 'get'): 3,
        ('back', '_'): 4,
        ('be', '_'): 3,
        ('be', 'able', '_'): 6,
        ('be', 'allowed', '_'): 3,
        ('be', 'taken', '_'): 3,
        ('be', 'willing', '_'): 3,
        ('came', '_'): 5,
        ('club', '_'): 3,
        ('come', '_'): 3,
        ('committee', '_'): 3,
        ('continue', '_'): 4,
        ('decided', '_'): 6,
        ('designed', '_'): 5,
        ('down', '_'): 3,
        ('effort', '_'): 6,
        ('efforts', '_'): 6,
        ('enough', '_'): 3,
        ('expected', '_'): 15,
        ('expected', '_', 'be'): 4,
        ('failed', '_'): 6,
        ('failure', '_'): 4,
        ('get', '_'): 4,
        ('go', '_'): 5,
        ('going', '_'): 8,
        ('going', '_', 'be'): 3,
        ('grants', '_'): 6,
        ('grants', '_', 'states'): 4,
        ('have', '_'): 12,
        ('he', 'hopes', '_'): 3,
        ('him', '_'): 5,
        ('hopes', '_'): 4,
        ('how', '_'): 3,
        ('intend', '_'): 3,
        ('is', '_'): 9,
        ('is', 'expected', '_'): 9,
        ('is', 'going', '_'): 3,
        ('it', '_'): 4,
        ('leading', '_'): 3,
        ('like', '_'): 5,
        ('limited', '_'): 3,
        ('me', '_'): 3,
        ('means', '_'): 3,
        ('necessary', '_'): 3,
        ('off', '_'): 5,
        ('off', '_', 'a'): 3,
        ('opportunity', '_'): 4,
        ('opposition', '_'): 3,
        ('plan', '_'): 3,
        ('plans', '_'): 7,
        ('ready', '_'): 3,
        ('reported', '_'): 3,
        ('required', '_'): 3,
        ('return', '_'): 3,
        ('returned', '_'): 4,
        ('said', '_'): 4,
        ('scheduled', '_'): 5,
        ('seemed', '_'): 4,
        ('seemed', '_', 'be'): 4,
        ('sent', '_'): 4,
        ('states', '_'): 4,
        ('steps', '_'): 3,
        ('taken', '_'): 6,
        ('team', '_'): 4,
        ('thanks', '_'): 3,
        ('them', '_'): 5,
        ('there', '_'): 3,
        ('today', '_'): 4,
        ('tried', '_'): 6,
        ('trip', '_'): 3,
        ('try', '_'): 3,
        ('trying', '_'): 3,
        ('up', '_'): 14,
        ('up', '_', 'the'): 3,
        ('want', '_'): 4,
        ('wanted', '_'): 4,
        ('was', '_'): 4,
        ('way', '_'): 3,
        ('wedding', 'trip', '_'): 3,
        ('went', '_'): 4,
        ('will', 'go', '_'): 4,
        ('willing', '_'): 6,
        ('would', 'be', '_'): 3,
        ('would', 'have', '_'): 6,
        ('would', 'like', '_'): 4},
 'today': {('_', ','): 3, ('_', '.'): 7, ('_', 'to'): 4},
 'together': {},
 'told': {('_', 'police'): 3, ('_', 'the'): 7, ('he', '_'): 4},
 'tomorrow': {('.', '_'): 3,
              ('_', 'in'): 4,
              ('_', 'night'): 3,
              ('m', '.', '_'): 3},
 'tonight': {},
 'too': {(',', '_'): 5, (',', '_', ','): 4, ('_', ','): 4, ('_', 'much'): 3},
 'took': {('_', 'a'): 3, ('_', 'place'): 4, ('_', 'place', '.'): 3},
 'top': {('_', 'of'): 4,
         ('_', 'of', 'the'): 4,
         ('in', 'the', '_'): 3,
         ('the', '_'): 4,
         ('the', '_', 'of'): 3},
 'total': {},
 'toward': {},
 'town': {('_', '.'): 3, ('the', '_'): 5},
 'track': {('_', '.'): 3},
 'traffic': {},
 'trial': {('_', '.'): 4, ('the', '_'): 3},
 'tried': {('_', 'to'): 6, ('who', '_'): 3},
 'trip': {('_', 'to'): 3,
          ('a', 'wedding', '_'): 4,
          ('wedding', '_'): 5,
          ('wedding', '_', 'to'): 3},
 'trouble': {('_', '.'): 3, ('_', 'in'): 3, ('of', '_'): 3},
 'tuesday': {('_', ','): 3,
             ('_', '.'): 6,
             ('_', 'night'): 5,
             ('on', '_'): 7,
             ('on', '_', '.'): 4},
 'turned': {},
 'two': {('--', '_'): 3,
         ('_', 'days'): 3,
         ('_', 'doubles'): 3,
         ('_', 'more'): 4,
         ('_', 'of'): 3,
         ('_', 'other'): 3,
         ('_', 'out'): 3,
         ('_', 'years'): 6,
         ('_', 'years', '.'): 3,
         ('and', '_'): 6,
         ('first', '_'): 3,
         ('in', '_'): 6,
         ('next', '_'): 3,
         ('of', '_'): 3,
         ('the', '_'): 12,
         ('the', 'first', '_'): 3,
         ('the', 'next', '_'): 3,
         ('with', '_'): 4},
 'u': {('_', '.'): 15,
       ('_', '.', 's'): 12,
       ('the', '_'): 5,
       ('the', '_', '.'): 5},
 'under': {(',', '_'): 3, ('_', 'a'): 3, ('_', 'the'): 13, ('been', '_'): 3},
 'union': {('_', '.'): 4,
           ('soviet', '_'): 6,
           ('the', '_'): 3,
           ('the', 'soviet', '_'): 6},
 'unit': {},
 'united': {('_', 'nations'): 6,
            ('_', 'nations', '.'): 3,
            ('_', 'states'): 30,
            ('_', 'states', ','): 3,
            ('of', 'the', '_'): 7,
            ('that', 'the', '_'): 7,
            ('the', '_'): 34,
            ('the', '_', 'nations'): 3,
            ('the', '_', 'states'): 27},
 'university': {(',', 'emory', '_'): 5,
                ('_', ','): 5,
                ('_', 'and'): 4,
                ('_', 'of'): 5,
                ('at', 'the', '_'): 3,
                ('emory', '_'): 6,
                ('from', 'the', '_'): 3,
                ('of', 'the', '_'): 3,
                ('the', '_'): 11,
                ('the', '_', 'of'): 5},
 'until': {('_', 'the'): 4},
 'up': {(',', '_'): 5,
        ('000', ',', '_'): 4,
        ('_', ','): 4,
        ('_', '.'): 3,
        ('_', 'a'): 5,
        ('_', 'for'): 5,
        ('_', 'the'): 8,
        ('_', 'to'): 14,
        ('_', 'to', 'the'): 3,
        ('_', 'with'): 5,
        ('gave', '_'): 3,
        ('setting', '_'): 3},
 'upon': {('_', 'the'): 3, ('called', '_'): 3},
 'urged': {('_', 'that'): 3},
 'use': {('_', 'of'): 4,
         ('_', 'the'): 5,
         ('could', '_'): 3,
         ('to', '_'): 4,
         ('to', '_', 'the'): 3},
 'used': {('be', '_'): 3},
 'using': {},
 'verdict': {('the', '_'): 7},
 'very': {('a', '_'): 4},
 'veteran': {('a', '_'): 3},
 'victory': {('_', 'in'): 6, ('_', 'over'): 3, ('_', 'over', 'the'): 3},
 'vital': {},
 'vote': {('_', ','): 3,
          ('_', '.'): 3,
          ('_', 'on'): 5,
          ('_', 'on', 'the'): 4,
          ('a', '_'): 4,
          ('the', '_'): 3,
          ('to', '_'): 3},
 'voters': {},
 'w': {('.', '_'): 9, ('.', '_', '.'): 9, ('_', '.'): 27, ('j', '.', '_'): 3},
 'wagner': {('.', '_'): 5, ('mr', '.', '_'): 4},
 'walk': {('a', '_'): 4},
 'wall': {},
 'want': {('_', 'to'): 4},
 'wanted': {('_', 'to'): 4},
 'ward': {('23d', '_'): 4, ('_', ','): 4, ('the', '23d', '_'): 4},
 'warren': {(',', '_'): 3, ('_', '.'): 3},
 'was': {(',', '_'): 36,
         (',', 'he', '_'): 3,
         (',', 'it', '_'): 9,
         (',', 'there', '_'): 3,
         (',', 'which', '_'): 3,
         (',', 'who', '_'): 5,
         ('_', 'a'): 29,
         ('_', 'a', 'member'): 3,
         ('_', 'also'): 3,
         ('_', 'announced'): 6,
         ('_', 'asked'): 3,
         ('_', 'born'): 3,
         ('_', 'caught'): 3,
         ('_', 'first'): 3,
         ('_', 'given'): 5,
         ('_', 'given', 'in'): 3,
         ('_', 'in'): 8,
         ('_', 'made'): 7,
         ('_', 'made', 'by'): 3,
         ('_', 'married'): 3,
         ('_', 'no'): 5,
         ('_', 'not'): 6,
         ('_', 'reached'): 3,
         ('_', 'the'): 22,
         ('_', 'the', 'first'): 5,
         ('_', 'to'): 4,
         ('also', '_'): 6,
         ('and', '_'): 12,
         ('and', '_', 'a'): 3,
         ('bride', '_'): 3,
         ('bride', '_', 'given'): 3,
         ('he', '_'): 34,
         ('he', '_', 'a'): 5,
         ('i', '_'): 4,
         ('it', '_'): 37,
         ('it', '_', 'a'): 3,
         ('it', '_', 'the'): 3,
         ('man', '_'): 5,
         ('plan', '_'): 3,
         ('said', ',', '_'): 3,
         ('said', 'he', '_'): 5,
         ('that', '_'): 4,
         ('that', 'it', '_'): 3,
         ('the', 'bride', '_'): 3,
         ('there', '_'): 10,
         ('there', '_', 'no'): 5,
         ('this', '_'): 6,
         ('this', '_', 'the'): 3,
         ('when', 'he', '_'): 6,
         ('which', '_'): 5,
         ('who', '_'): 6},
 'washington': {('_', ','): 9,
                ('_', ',', 'd'): 3,
                ('_', '.'): 3,
                ('_', 'state'): 4,
                ('in', '_'): 8,
                ('in', '_', ','): 4,
                ('of', '_'): 3},
 'water': {},
 'way': {('_', '.'): 4,
         ('_', 'to'): 3,
         ('a', '_'): 4,
         ('a', '_', 'to'): 3,
         ('all', 'the', '_'): 3,
         ('the', '_'): 5},
 'wayne': {('.', '_'): 3, ('_', '.'): 3, ('sen', '.', '_'): 3},
 'we': {(',', '_'): 9,
        ('_', 'are'): 6,
        ('_', 'can'): 3,
        ('_', 'have'): 9,
        ('_', 'must'): 7,
        ('_', 'need'): 4,
        ('and', '_'): 4,
        ('as', '_'): 3,
        ('but', '_'): 4,
        ('that', '_'): 4},
 "we'll": {('_', 'work'): 3},
 'wedding': {('_', 'trip'): 5,
             ('_', 'trip', 'to'): 3,
             ('a', '_'): 4,
             ('a', '_', 'trip'): 4,
             ('for', 'the', '_'): 3,
             ('the', '_'): 4},
 'wednesday': {('_', ','): 3, ('_', '.'): 4, ('on', '_'): 4},
 'week': {('_', ','): 4,
          ('_', '.'): 11,
          ('_', 'in'): 4,
          ('a', '_'): 4,
          ('last', '_'): 6,
          ('next', '_'): 4,
          ('this', '_'): 10,
          ('this', '_', '.'): 6},
 'weeks': {('_', ','): 3, ('_', 'ago'): 5, ('_', 'ago', ','): 3},
 'welfare': {},
 'well': {('_', 'as'): 6, ('as', '_'): 7, ('as', '_', 'as'): 6},
 'went': {('_', 'to'): 4},
 'were': {(',', '_'): 7,
          ('_', 'not'): 4,
          ('_', 'the'): 3,
          ('and', '_'): 3,
          ('there', '_'): 5,
          ('they', '_'): 12,
          ('who', '_'): 3},
 'west': {('the', '_'): 4},
 'what': {('_', 'he'): 4,
          ('_', 'is'): 3,
          ('_', 'this'): 3,
          ('of', '_'): 3,
          ('on', '_'): 3},
 'when': {(',', '_'): 16,
          (',', '_', 'he'): 3,
          (',', '_', 'the'): 3,
          ('_', 'a'): 5,
          ('_', 'he'): 19,
          ('_', 'he', 'was'): 6,
          ('_', 'the'): 24,
          ('_', 'they'): 4,
          ('year', ',', '_'): 3},
 'where': {(',', '_'): 10, ('_', 'he'): 3, ('_', 'it'): 3, ('_', 'the'): 5},
 'whether': {},
 'which': {(',', '_'): 32,
           (',', '_', 'are'): 4,
           (',', '_', 'is'): 3,
           (',', '_', 'was'): 3,
           ('_', ','): 3,
           ('_', 'are'): 5,
           ('_', 'had'): 4,
           ('_', 'has'): 5,
           ('_', 'has', 'been'): 3,
           ('_', 'he'): 3,
           ('_', 'is'): 4,
           ('_', 'the'): 9,
           ('_', 'was'): 5,
           ('_', 'will'): 3,
           ('_', 'would'): 6,
           ('at', '_'): 6,
           ('in', '_'): 9,
           ('in', '_', 'the'): 5,
           ('issue', '_'): 3,
           ('law', '_'): 3,
           ('of', '_'): 5},
 'while': {(',', '_'): 5, ('_', 'the'): 6, ('_', 'working'): 3},
 'white': {('_', 'house'): 10,
           ('_', 'sox'): 4,
           ('the', '_'): 7,
           ('the', '_', 'house'): 5},
 'who': {(',', '_'): 80,
         (',', '_', 'has'): 7,
         (',', '_', 'is'): 10,
         (',', '_', 'lives'): 3,
         (',', '_', 'was'): 5,
         (',', '_', 'will'): 8,
         ('_', 'are'): 7,
         ('_', 'had'): 3,
         ('_', 'has'): 12,
         ('_', 'has', 'been'): 6,
         ('_', 'have'): 6,
         ('_', 'is'): 13,
         ('_', 'is', 'a'): 3,
         ('_', 'knows'): 3,
         ('_', 'lives'): 3,
         ('_', 'lives', 'in'): 3,
         ('_', 'tried'): 3,
         ('_', 'was'): 6,
         ('_', 'were'): 3,
         ('_', 'will'): 10,
         ('_', 'will', 'be'): 4,
         ('_', 'would'): 4,
         ('_', 'would', 'like'): 3,
         ('for', 'those', '_'): 3,
         ('man', '_'): 6,
         ('the', 'man', '_'): 4,
         ('those', '_'): 7,
         ('those', '_', 'have'): 3},
 'whose': {(',', '_'): 5},
 'wife': {('_', ','): 11,
          ('_', 'and'): 3,
          ('and', '_'): 3,
          ('and', 'his', '_'): 4,
          ('his', '_'): 9,
          ('his', '_', ','): 8},
 'will': {(',', '_'): 22,
          (',', '_', 'be'): 7,
          (',', '_', 'receive'): 3,
          (',', 'it', '_'): 3,
          (',', 'who', '_'): 8,
          ('.', ',', '_'): 3,
          ('_', 'be'): 92,
          ('_', 'be', 'a'): 4,
          ('_', 'be', 'at'): 3,
          ('_', 'be', 'headed'): 3,
          ('_', 'be', 'held'): 5,
          ('_', 'be', 'mrs'): 3,
          ('_', 'be', 'the'): 9,
          ('_', 'continue'): 3,
          ('_', 'entertain'): 6,
          ('_', 'give'): 5,
          ('_', 'go'): 5,
          ('_', 'go', 'to'): 4,
          ('_', 'have'): 8,
          ('_', 'live'): 4,
          ('_', 'meet'): 4,
          ('_', 'not'): 5,
          ('_', 'play'): 4,
          ('_', 'receive'): 5,
          ('_', 'receive', 'the'): 3,
          ('_', 'take'): 7,
          ('administration', '_'): 4,
          ('and', '_'): 7,
          ('club', '_'): 3,
          ('he', '_'): 12,
          ('he', '_', 'be'): 3,
          ('it', '_'): 9,
          ('it', '_', 'be'): 4,
          ('probably', '_'): 3,
          ('said', 'he', '_'): 3,
          ('that', '_'): 3,
          ('there', '_'): 7,
          ('there', '_', 'be'): 7,
          ('they', '_'): 8,
          ('they', '_', 'be'): 3,
          ('which', '_'): 3,
          ('who', '_'): 10,
          ('who', '_', 'be'): 4},
 'william': {(',', '_'): 3,
             ('.', '_'): 7,
             ('_', 'j'): 3,
             ('mrs', '.', '_'): 7},
 'williams': {},
 'willie': {},
 'winning': {('the', '_'): 4},
 'with': {(',', '_'): 19,
          ('_', 'a'): 37,
          ('_', 'an'): 6,
          ('_', 'his'): 9,
          ('_', 'his', 'money'): 3,
          ('_', 'its'): 3,
          ('_', 'j'): 3,
          ('_', 'no'): 3,
          ('_', 'the'): 57,
          ('_', 'their'): 3,
          ('_', 'two'): 4,
          ('along', '_'): 4,
          ('armed', '_'): 3,
          ('job', '_'): 3,
          ('job', '_', 'the'): 3,
          ('made', '_'): 3,
          ('meet', '_'): 3,
          ('out', '_'): 3,
          ('relations', '_'): 4,
          ('relations', '_', 'the'): 3,
          ('up', '_'): 5,
          ('work', '_'): 3},
 'within': {('_', 'the'): 4},
 'without': {(',', '_'): 4, ('_', 'the'): 3},
 'women': {},
 "women's": {('the', '_'): 4},
 'won': {('_', 'the'): 4},
 'work': {('_', '.'): 8,
          ('_', 'at'): 4,
          ('_', 'on'): 8,
          ('_', 'on', 'the'): 4,
          ('_', 'with'): 3,
          ('for', '_'): 3,
          ('the', '_'): 4,
          ('to', '_'): 3,
          ("we'll", '_'): 3},
 'worked': {('_', 'out'): 5},
 'workers': {},
 'working': {('while', '_'): 3},
 'world': {('_', '.'): 5,
           ('_', 'series'): 4,
           ('free', '_'): 3,
           ('in', 'the', '_'): 3,
           ('the', '_'): 9,
           ('the', '_', '.'): 4,
           ('the', 'free', '_'): 3},
 'worth': {('_', 'of'): 4, ('million', '_'): 3, ('million', '_', 'of'): 3},
 'would': {(',', '_'): 13,
           (',', '_', 'be'): 3,
           ('_', 'be'): 46,
           ('_', 'be', 'given'): 3,
           ('_', 'be', 'to'): 3,
           ('_', 'be', 'willing'): 3,
           ('_', 'force'): 3,
           ('_', 'get'): 3,
           ('_', 'go'): 3,
           ('_', 'have'): 13,
           ('_', 'have', 'to'): 6,
           ('_', 'increase'): 4,
           ('_', 'like'): 5,
           ('_', 'like', 'to'): 4,
           ('_', 'not'): 10,
           ('_', 'pay'): 3,
           ('administration', '_'): 3,
           ('and', '_'): 4,
           ('government', '_'): 3,
           ('he', '_'): 15,
           ('he', '_', 'be'): 3,
           ('he', '_', 'not'): 3,
           ('it', '_'): 12,
           ('it', '_', 'be'): 4,
           ('measure', '_'): 3,
           ('plan', '_'): 3,
           ('said', ',', '_'): 4,
           ('said', 'he', '_'): 5,
           ('that', '_'): 8,
           ('that', 'he', '_'): 4,
           ('there', '_'): 3,
           ('there', '_', 'be'): 3,
           ('they', '_'): 6,
           ('this', '_'): 6,
           ('which', '_'): 6,
           ('who', '_'): 4,
           ('who', '_', 'like'): 3},
 'yankees': {('_', ','): 3,
             ('_', '.'): 3,
             ('new', 'york', '_'): 3,
             ('of', 'the', '_'): 3,
             ('the', '_'): 6,
             ('york', '_'): 3},
 'yards': {('_', ','): 4, ('_', '.'): 5},
 'year': {('000', 'a', '_'): 4,
          ('_', ','): 10,
          ('_', ',', 'when'): 3,
          ('_', '.'): 21,
          ('_', 'and'): 6,
          ('_', 'as'): 4,
          ('_', 'as', 'a'): 3,
          ('_', 'by'): 3,
          ('_', 'for'): 3,
          ('_', 'in'): 3,
          ('a', '_'): 18,
          ('a', '_', '.'): 4,
          ('a', '_', 'and'): 3,
          ('each', '_'): 3,
          ('first', '_'): 5,
          ('last', '_'): 22,
          ('last', '_', ','): 3,
          ('last', '_', '.'): 7,
          ('of', 'the', '_'): 6,
          ('the', '_'): 9,
          ('the', '_', '.'): 5,
          ('the', 'first', '_'): 4,
          ('this', '_'): 8},
 'years': {('10', '_'): 4,
           ('25', '_'): 3,
           ('_', ','): 4,
           ('_', '.'): 11,
           ('_', 'ago'): 6,
           ('_', 'in'): 8,
           ('_', 'in', 'prison'): 4,
           ('_', 'later'): 3,
           ('_', 'of'): 4,
           ('_', 'the'): 4,
           ('five', '_'): 3,
           ('three', '_'): 5,
           ('two', '_'): 6,
           ('two', '_', '.'): 3},
 'yesterday': {('_', '.'): 4,
               ('_', 'by'): 3,
               ('_', 'in'): 3,
               ('_', 'that'): 3,
               ('said', '_'): 4},
 'york': {('_', 'city'): 3,
          ('_', 'yankees'): 3,
          ('new', '_'): 22,
          ('new', '_', 'city'): 3,
          ('new', '_', 'yankees'): 3,
          ('the', 'new', '_'): 5,
          ('to', 'new', '_'): 4},
 'you': {(',', '_'): 3, ('_', 'can'): 3, ('if', '_'): 3},
 'young': {('_', 'man'): 3, ('the', '_'): 3}}
