(C) 2017-2019 by Damir Cavar <dcavar@iu.edu>
Download: This and various other Jupyter notebooks are available from my GitHub repo.
Version: 1.1, September 2019
This is a tutorial about frequency profiles using Python 3.x and the NLTK.
This tutorial was developed as part of the course material for the course Advanced Natural Language Processing in the Computational Linguistics Program of the Department of Linguistics at Indiana University.
The Brown corpus in distributed as part of the NLTK Data. To be able to use the NLTK Data and the Brown corpus on your local machine, you need to install the data as described on the Installing NLTK Data page. If you want to use iPython on your local machine, I recommend installing a Python 3.x distribution, for example the most recent Anaconda release, and reading the instructions how to run iPython on Anaconda.
The documentation of the Brown corpus design and properties can be found on this page.
Using the following line of code we are importing the Brown corpus into the running Python instance. This will make the tokens and PoS-tags from the Brown corpus available for further processing.
from nltk.corpus import brown
print(brown.tagged_words())
[('The', 'AT'), ('Fulton', 'NP-TL'), ...]
tokens, tags = zip(*brown.tagged_words())
You can inspect the resulting list of tokens by printing it out (a selection of the first 20):
tokens[:20]
('The',
'Fulton',
'County',
'Grand',
'Jury',
'said',
'Friday',
'an',
'investigation',
'of',
"Atlanta's",
'recent',
'primary',
'election',
'produced',
'``',
'no',
'evidence',
"''",
'that')
You can print the tags as well:
The sequence of tokens and tags is aligned, that is, the first tag in the tags list belongs to the first token in the tokens list. You can print the token-tag pair out in the following way:
print("Token:", tokens[0], "Tag:", tags[0])
Token: The Tag: AT
To create a frequency profile of tags for example, we can make use of the Counter container datatype from the collections module. We import the Counter datatype with the following code:
from collections import Counter, defaultdict
We can create a frequency profile of the tags from the Brown corpus and store it in the variable tagCounts using the following code:
tagCounter = Counter(tags)
print(tagCounter)
Counter({'NN': 152470, 'IN': 120557, 'AT': 97959, 'JJ': 64028, '.': 60638, ',': 58156, 'NNS': 55110, 'CC': 37718, 'RB': 36464, 'NP': 34476, 'VB': 33693, 'VBN': 29186, 'VBD': 26167, 'CS': 22143, 'PPS': 18253, 'VBG': 17893, 'PP$': 16872, 'TO': 14918, 'PPSS': 13802, 'CD': 13510, 'NN-TL': 13372, 'MD': 12431, 'PPO': 11181, 'BEZ': 10066, 'BEDZ': 9806, 'AP': 9522, 'DT': 8957, '``': 8837, "''": 8789, 'QL': 8735, 'VBZ': 7373, 'BE': 6360, 'RP': 6009, 'WDT': 5539, 'HVD': 4895, '*': 4603, 'WRB': 4509, 'BER': 4379, 'JJ-TL': 4107, 'NP-TL': 4019, 'HV': 3928, 'WPS': 3924, '--': 3405, 'BED': 3282, 'ABN': 3010, 'DTI': 2921, 'PN': 2573, 'NP$': 2565, 'BEN': 2470, 'DTS': 2435, 'HVZ': 2433, ')': 2273, '(': 2264, 'NNS-TL': 2226, 'EX': 2164, 'JJR': 1958, 'OD': 1935, 'NR': 1566, ':': 1558, 'NN$': 1480, 'IN-TL': 1477, 'NN-HL': 1471, 'DO': 1353, 'NPS': 1275, 'PPL': 1233, 'RBR': 1182, 'DOD': 1047, 'JJT': 1005, 'CD-TL': 898, 'MD*': 866, 'AT-TL': 746, 'ABX': 730, 'BEG': 686, 'NNS-HL': 609, 'UH': 608, '.-HL': 598, 'VBN-TL': 591, 'NP-HL': 517, 'IN-HL': 508, 'DO*': 485, 'PPSS+MD': 484, 'DOZ': 467, 'CD-HL': 444, 'PPS+BEZ': 430, 'DOD*': 402, 'JJ-HL': 396, 'NN$-TL': 361, 'JJS': 359, 'ABL': 357, 'PPLS': 345, 'AT-HL': 332, "'": 317, 'NR-TL': 309, 'CC-TL': 307, 'FW-NN': 288, 'HVG': 281, 'WPO': 280, 'PPSS+BER': 278, 'PPSS+BEM': 270, 'QLP': 261, 'NNS$': 257, 'WP$': 252, 'PPSS+HV': 241, 'HVN': 237, 'BEM': 226, 'OD-TL': 201, ')-HL': 184, 'DT+BEZ': 179, 'WQL': 176, ',-HL': 171, 'FW-NN-TL': 170, 'PP$$': 164, '(-HL': 162, 'NIL': 157, 'BEDZ*': 154, 'VBG-HL': 146, 'PPS+MD': 144, 'NP$-TL': 141, ':-HL': 138, 'VBN-HL': 137, 'VBG-TL': 133, 'NN-TL-HL': 129, 'VB-HL': 125, 'CC-HL': 119, 'NN-NC': 118, 'BEZ*': 117, 'EX+BEZ': 105, 'DTX': 104, 'RBT': 101, 'HVD*': 99, 'VB-TL': 96, 'DOZ*': 89, 'PN$': 89, 'FW-IN': 84, 'PPSS+HVD': 83, 'FW-NNS': 83, 'PPS+HVD': 83, 'NNS$-TL': 74, 'FW-JJ-TL': 74, 'VBZ-HL': 72, 'VB+PPO': 71, 'NPS-TL': 67, 'NR$': 66, 'TO-HL': 55, 'FW-JJ': 53, 'RB-HL': 49, 'BER*': 47, 'WDT+BEZ': 47, 'FW-AT-TL': 44, 'PPS+HVZ': 43, 'HV*': 42, 'JJ-NC': 41, 'IN-NC': 41, 'VB-NC': 41, 'AP-HL': 40, 'RB-TL': 40, 'FW-IN-TL': 40, 'NPS$': 38, 'WRB-HL': 36, 'FW-NNS-TL': 36, 'PP$-TL': 35, 'AT-NC': 35, 'NN+BEZ': 34, 'FW-RB': 32, 'PPSS-NC': 31, 'BEZ-HL': 30, 'WDT-HL': 30, 'MD-HL': 27, 'FW-CC': 27, 'FW-VB': 26, 'JJ-TL-HL': 26, 'RB-NC': 26, '---HL': 26, 'NNS-NC': 26, 'CS-HL': 25, 'NP+BEZ': 25, 'PPSS-HL': 25, 'FW-AT': 24, 'BED*': 22, 'HVZ*': 22, ':-TL': 22, 'WPS+BEZ': 21, 'JJS-TL': 20, 'NN$-HL': 20, 'PPS-HL': 19, 'AP-TL': 18, 'FW-IN+AT-TL': 18, 'JJR-HL': 17, 'VBZ-TL': 17, 'CD-TL-HL': 17, 'VBG+TO': 17, 'FW-WDT': 16, 'DOZ-HL': 16, 'NRS': 16, '.-NC': 16, 'VBG-NC': 16, 'UH-TL': 15, 'JJR-TL': 15, 'NP-NC': 15, 'RP-HL': 14, 'NNS-TL-HL': 14, 'FW-CC-TL': 14, 'BE-HL': 13, 'PPO-TL': 13, 'FW-AT+NN-TL': 13, 'TO-NC': 13, 'PP$-NC': 13, 'WPS-TL': 12, 'FW-VBN': 12, 'BER-HL': 11, 'RB+BEZ': 11, 'NR$-TL': 11, 'WRB+BEZ': 11, 'HV-NC': 11, 'VBD-NC': 11, 'NR-HL': 10, 'TO-TL': 10, 'PP$-HL': 10, 'AP$': 9, 'RB$': 9, 'RN': 9, 'FW-PPL': 9, 'PPSS-TL': 9, 'DT-TL': 9, 'WRB-TL': 9, 'FW-NN$': 9, 'PPS-NC': 9, 'VBN-NC': 9, 'PPO-NC': 9, 'BEM*': 9, 'VBD-HL': 8, 'NPS-HL': 8, 'OD-HL': 8, 'MD-TL': 8, '*-HL': 8, 'NP$-HL': 8, 'BEZ-TL': 8, 'WPS+MD': 8, 'FW-UH': 8, 'BEDZ-NC': 8, 'NP-TL-HL': 7, 'MD+HV': 7, 'FW-CD': 7, 'ABN-TL': 7, 'FW-NP': 7, 'FW-VBG': 7, 'DT-NC': 7, 'WRB-NC': 7, 'WDT-NC': 7, 'VBZ-NC': 7, 'PN+BEZ': 7, 'VBN-TL-HL': 6, 'DT-HL': 6, 'JJT-HL': 6, 'VBD-TL': 6, 'DTI-HL': 6, 'BER-TL': 6, 'QL-TL': 6, 'FW-*': 6, 'IN-TL-HL': 6, 'PPS-TL': 6, 'FW-NN-NC': 6, 'FW-PPSS': 6, 'WPS+HVD': 6, 'NP+HVZ': 6, 'WRB+DOD': 6, 'DT$': 5, 'FW-IN+NN': 5, 'CD$': 5, 'JJR-NC': 5, 'PPO-HL': 5, 'DO-TL': 5, 'WQL-TL': 5, 'PN-TL': 5, 'NR-TL-HL': 5, 'AT-TL-HL': 5, 'NN+HVZ': 5, 'VBN+TO': 5, 'BER-NC': 5, 'UH-NC': 5, ',-NC': 5, 'CD-NC': 5, 'RP-NC': 5, 'CC-NC': 5, 'CS-NC': 5, 'BEZ-NC': 5, 'ABN-HL': 4, 'DO-HL': 4, 'NNS$-HL': 4, 'WPO-TL': 4, 'FW-VBZ': 4, 'FW-PPO': 4, 'QL-HL': 4, 'FW-OD-TL': 4, 'HVZ-TL': 4, 'RP-TL': 4, ',-TL': 4, 'FW-NN$-TL': 4, 'FW-BEZ': 4, 'FW-NP-TL': 4, 'JJT-TL': 4, 'EX+MD': 4, 'FW-IN+AT': 4, 'NR-NC': 4, 'VB+TO': 4, 'RP+IN': 4, 'PN+HVZ': 3, 'FW-VB-NC': 3, 'NPS$-TL': 3, 'WRB+BEZ-TL': 3, 'FW-IN+AT-T': 3, 'FW-RB-TL': 3, 'HV-HL': 3, 'VB+IN': 3, 'DO*-HL': 3, 'FW-PP$': 3, 'FW-BER': 3, 'FW-NR-TL': 3, 'FW-CS': 3, 'HV-TL': 3, 'FW-PPO+IN': 3, 'VBN-TL-NC': 3, 'NNS-TL-NC': 3, 'NN-TL-NC': 3, 'BED-NC': 3, 'PPS+BEZ-NC': 3, 'NP+BEZ-NC': 3, 'WPS-NC': 3, 'EX+HVD': 3, 'PN+MD': 3, 'DT+MD': 3, 'HV+TO': 3, 'RB+CS': 3, 'FW-DT': 2, 'PN-HL': 2, 'FW-IN+NN-TL': 2, 'FW-AT+NP-TL': 2, 'BEN-TL': 2, 'CS-TL': 2, 'CC-TL-HL': 2, 'FW-JJ-NC': 2, 'FW-VBD': 2, 'FW-*-TL': 2, 'DTS-HL': 2, 'PN-NC': 2, 'WDT+HVZ': 2, 'FW-IN+NP-TL': 2, 'NN+MD': 2, 'FW-NNS-NC': 2, 'VB+RP': 2, 'FW-PP$-TL': 2, 'DTI-TL': 2, '.-TL': 2, 'FW-NPS': 2, 'FW-CD-TL': 2, 'FW-PPL+VBZ': 2, 'DOZ-TL': 2, 'WDT+BEZ-NC': 2, 'HVZ-NC': 2, 'QL-NC': 2, 'WPS+BEZ-NC': 2, 'PPSS+MD-NC': 2, 'AP-NC': 2, 'DO-NC': 2, 'MD-NC': 2, 'NNS$-NC': 2, 'PPL-NC': 2, 'BEM-NC': 2, 'NPS-NC': 2, 'JJ+JJ-NC': 2, 'WPS-HL': 2, 'FW-DT+BEZ': 2, 'WPS+HVZ': 2, 'MD+TO': 2, 'NN+BEZ-TL': 2, 'EX+HVZ': 2, 'PPSS+VB': 2, 'NNS+MD': 2, 'NP+MD': 2, 'TO+VB': 2, 'VB+AT': 2, 'DTS+BEZ': 2, 'MD*-HL': 1, 'BEDZ-HL': 1, 'PPS+BEZ-HL': 1, 'HVD-HL': 1, 'FW-AT-HL': 1, 'FW-PP$-NC': 1, 'NPS$-HL': 1, 'UH-HL': 1, 'WDT+BEZ-HL': 1, 'PPL-HL': 1, 'FW-VBD-TL': 1, 'PPSS+BER-TL': 1, 'BE-TL': 1, 'PPSS+HV-TL': 1, 'DOD*-TL': 1, 'WDT+BEZ-TL': 1, 'FW-JJR': 1, 'WDT+BER+PP': 1, 'FW-UH-NC': 1, 'RB+BEZ-HL': 1, 'JJS-HL': 1, 'PPL-TL': 1, 'JJR+CS': 1, 'NRS-TL': 1, 'FW-HV': 1, 'DOZ*-TL': 1, 'FW-NPS-TL': 1, '*-TL': 1, 'FW-PN': 1, 'FW-BE': 1, 'FW-PPS': 1, 'FW-NR': 1, 'FW-TO+VB': 1, 'JJ$-TL': 1, 'FW-VB-TL': 1, 'FW-RB+CC': 1, 'FW-WPO': 1, 'FW-NN-TL-NC': 1, 'FW-WPS': 1, 'FW-DTS': 1, 'NNS$-TL-HL': 1, 'FW-VBG-TL': 1, 'EX-HL': 1, 'PPSS+BER-N': 1, 'NP+HVZ-NC': 1, 'DT+BEZ-NC': 1, 'RB+BEZ-NC': 1, '*-NC': 1, 'EX-NC': 1, 'BER*-NC': 1, 'PPSS+BER-NC': 1, 'RBR-NC': 1, 'OD-NC': 1, 'ABN-NC': 1, 'JJT-NC': 1, 'DOD-NC': 1, 'WPO-NC': 1, 'NN+NN-NC': 1, 'AP+AP-NC': 1, 'VB+JJ-NC': 1, 'VB+VB-NC': 1, 'FW-QL': 1, 'JJ-TL-NC': 1, 'FW-JJT': 1, 'WPS+BEZ-TL': 1, 'HVG-HL': 1, 'MD+PPSS': 1, 'NR+MD': 1, 'NN+IN': 1, 'NN+HVD-TL': 1, 'WDT+DOD': 1, 'WRB+DO': 1, 'WRB+IN': 1, 'WRB+MD': 1, 'NN+HVZ-TL': 1, 'WRB+BER': 1, 'PPSS+BEZ': 1, 'PPSS+BEZ*': 1, 'RBR+CS': 1, 'IN+PPO': 1, 'IN+IN': 1, 'DO+PPSS': 1, 'WRB+DOZ': 1, 'WDT+DO+PPS': 1, 'WRB+DOD*': 1, 'WDT+BER': 1, 'FW-OD-NC': 1, 'FW-PPSS+HV': 1, 'PN+HVD': 1, 'FW-UH-TL': 1})
tokenCounter = Counter(tokens)
print(tokenCounter)
Counter({'the': 62713, ',': 58334, '.': 49346, 'of': 36080, 'and': 27915, 'to': 25732, 'a': 21881, 'in': 19536, 'that': 10237, 'is': 10011, 'was': 9777, 'for': 8841, '``': 8837, "''": 8789, 'The': 7258, 'with': 7012, 'it': 6723, 'as': 6706, 'he': 6566, 'his': 6466, 'on': 6395, 'be': 6344, ';': 5566, 'I': 5161, 'by': 5103, 'had': 5102, 'at': 4963, '?': 4693, 'not': 4423, 'are': 4333, 'from': 4207, 'or': 4118, 'this': 3966, 'have': 3892, 'an': 3542, 'which': 3540, '--': 3432, 'were': 3279, 'but': 3007, 'He': 2982, 'her': 2885, 'one': 2873, 'they': 2773, 'you': 2766, 'all': 2726, 'would': 2677, 'him': 2576, 'their': 2562, 'been': 2470, ')': 2466, '(': 2435, 'has': 2425, 'will': 2204, 'who': 2192, 'more': 2130, 'out': 2058, 'It': 2037, 'we': 1973, 'she': 1949, 'said': 1943, 'there': 1877, 'up': 1874, 'In': 1801, ':': 1795, 'than': 1788, 'them': 1786, 'into': 1782, 'no': 1781, 'its': 1780, 'about': 1766, 'so': 1755, 'when': 1746, 'can': 1738, 'only': 1646, 'other': 1627, '!': 1596, 'could': 1580, 'time': 1556, 'if': 1466, 'what': 1435, 'some': 1407, 'But': 1374, 'A': 1314, 'two': 1311, 'any': 1301, 'may': 1292, 'do': 1259, 'first': 1242, 'like': 1237, 'these': 1228, 'over': 1206, 'such': 1192, 'This': 1179, 'me': 1165, 'my': 1161, 'man': 1151, 'our': 1142, 'made': 1122, 'new': 1060, 'most': 1055, 'now': 1045, 'then': 1025, 'must': 1003, 'also': 999, 'Af': 995, 'did': 994, 'even': 985, 'back': 950, 'before': 948, 'years': 943, 'through': 941, 'And': 938, 'many': 925, 'She': 911, 'much': 900, 'way': 892, 'down': 888, 'your': 868, 'should': 865, 'There': 851, 'where': 850, 'They': 847, 'Mr.': 844, 'after': 823, 'because': 811, 'people': 811, 'too': 801, 'little': 788, 'those': 782, 'very': 772, 'own': 772, 'make': 768, 'good': 767, 'each': 759, 'well': 757, 'work': 755, 'just': 751, 'men': 736, 'If': 732, 'still': 731, 'see': 728, 'get': 719, 'between': 716, 'long': 713, 'being': 691, 'world': 684, 'We': 679, 'know': 679, 'same': 679, 'life': 676, 'might': 670, 'us': 670, 'never': 664, 'year': 649, 'under': 648, 'For': 648, 'both': 643, 'last': 636, 'off': 634, 'day': 623, 'how': 623, 'came': 621, 'against': 618, 'used': 610, 'great': 608, 'here': 607, 'go': 605, 'himself': 599, 'right': 597, 'come': 589, 'When': 585, 'few': 583, 'take': 577, 'New': 575, 'another': 573, 'American': 569, 'old': 568, 'use': 566, 'while': 560, 'around': 556, 'three': 553, 'As': 547, 'state': 544, 'without': 541, 'found': 536, 'Mrs.': 534, 'again': 534, 'His': 530, 'place': 528, '1': 527, 'home': 526, 'You': 520, 'small': 518, 'thought': 515, 'went': 506, 'say': 495, 'upon': 475, 'What': 473, 'got': 471, 'left': 471, 'number': 467, 'part': 465, 'course': 464, 'United': 463, 'high': 461, 'since': 455, 'during': 453, 'away': 453, 'always': 449, 'fact': 447, '2': 446, 'does': 445, 'States': 445, 'every': 434, 'until': 433, 'water': 431, 'think': 427, 'less': 426, 'enough': 426, 'To': 426, 'took': 425, 'put': 424, 'head': 421, 'something': 420, 'One': 419, 'hand': 418, 'school': 417, 'once': 414, 'told': 411, 'far': 409, 'At': 409, 'set': 408, 'almost': 406, 'better': 402, 'public': 401, 'end': 400, 'house': 400, 'night': 398, 'called': 396, 'find': 395, 'knew': 395, 'system': 393, "didn't": 393, 'going': 392, 'eyes': 391, "don't": 387, 'asked': 382, 'however': 382, 'group': 381, 'toward': 380, 'give': 379, 'days': 377, 'point': 375, 'though': 375, 'possible': 373, 'program': 373, 'given': 372, 'present': 370, 'face': 370, 'per': 370, 'side': 370, 'room': 366, 'looked': 366, 'important': 365, 'look': 364, 'order': 363, 'business': 363, 'next': 362, 'things': 361, 'John': 360, 'become': 359, 'young': 359, 'nothing': 358, 'No': 358, 'later': 357, 'felt': 357, 'That': 357, 'social': 356, 'case': 355, 'Then': 355, 'large': 354, 'rather': 354, 'need': 352, 'form': 351, 'saw': 350, 'often': 349, 'On': 346, 'These': 345, 'least': 343, 'children': 342, 'along': 342, 'best': 341, 'second': 341, 'several': 338, 'ever': 333, 'seemed': 333, 'early': 333, 'Of': 332, 'thing': 331, 'four': 326, 'power': 326, 'want': 326, 'mind': 324, 'interest': 323, 'within': 321, 'turned': 320, 'light': 320, 'area': 319, "'": 317, 'done': 316, 'big': 316, 'among': 314, 'problem': 312, 'members': 312, 'country': 312, 'began': 312, 'door': 312, 'general': 311, 'family': 311, 'sense': 311, 'kind': 310, 'development': 310, 'matter': 306, 'whole': 306, 'different': 306, 'war': 305, 'open': 305, 'itself': 304, 'certain': 303, 'help': 303, 'York': 302, 'God': 299, 'others': 294, 'human': 294, 'let': 293, 'name': 292, 'means': 291, 'action': 287, '3': 287, 'example': 287, 'gave': 285, 'hands': 285, 'yet': 283, 'feet': 283, 'line': 282, 'taken': 279, 'law': 277, 'past': 277, 'With': 277, 'seen': 276, 'All': 275, 'above': 275, 'across': 274, 'local': 273, 'either': 273, 'government': 272, 'experience': 272, 'quite': 271, 'show': 271, 'themselves': 270, 'car': 270, "I'm": 269, 'Now': 269, 'words': 269, 'body': 269, 'history': 268, 'really': 267, 'anything': 265, 'death': 264, 'times': 264, 'State': 263, 'period': 263, 'half': 263, 'word': 261, 'together': 260, 'city': 259, 'money': 259, 'held': 259, 'whether': 258, 'cannot': 258, 'information': 258, 'having': 258, 'week': 257, 'President': 257, 'already': 257, 'political': 254, 'shall': 254, 'white': 254, 'brought': 253, 'making': 252, 'seems': 252, 'real': 251, 'question': 250, 'whose': 250, 'keep': 247, 'After': 246, 'today': 246, 'ago': 246, 'moment': 246, 'became': 245, 'tell': 245, 'service': 245, 'known': 245, 'behind': 244, 'result': 243, 'field': 243, 'free': 243, 'five': 242, 'why': 242, 'available': 240, 'heard': 240, 'problems': 240, 'study': 239, 'reason': 239, 'sure': 239, 'position': 238, 'change': 237, 'probably': 236, 'job': 236, 'areas': 235, 'boy': 235, 'special': 233, 'individual': 233, 'Miss': 232, 'close': 230, 'So': 230, 'seem': 229, 'major': 227, 'wife': 227, 'wanted': 226, 'turn': 226, 'am': 225, 'full': 225, 'cost': 223, 'church': 223, 'policy': 221, 'necessary': 221, 'voice': 220, 'clear': 219, 'economic': 219, 'air': 218, 'company': 218, 'true': 217, 'front': 217, 'woman': 217, 'feel': 216, 'able': 216, 'future': 215, 'age': 215, 'provide': 214, 'office': 214, 'community': 214, 'perhaps': 214, 'love': 214, 'effect': 213, 'stood': 212, 'national': 212, 'level': 212, 'Some': 211, 'How': 211, 'girl': 211, 'child': 210, 'control': 209, 'rate': 209, 'total': 209, 'common': 208, 'morning': 208, 'run': 206, 'Washington': 206, '4': 206, 'short': 206, 'following': 205, 'million': 204, 'students': 204, 'By': 203, 'evidence': 201, 'sound': 201, 'town': 201, 'force': 200, 'value': 200, 'top': 199, 'believe': 199, 'hard': 199, 'mean': 199, 'land': 199, 'although': 198, 'An': 198, 'leave': 198, 'surface': 198, 'type': 197, 'play': 197, 'plan': 196, 'six': 196, 'military': 196, 'situation': 196, 'party': 195, 'English': 195, 'process': 195, 'various': 195, 'further': 194, 'strong': 194, 'says': 194, 'increase': 194, 'lines': 194, 'America': 194, 'started': 194, 'music': 194, 'idea': 193, 'minutes': 193, 'longer': 193, 'personal': 192, 'Dr.': 192, 'society': 192, 'tax': 191, 'House': 191, 'alone': 191, 'mother': 191, 'near': 190, 'schools': 190, 'outside': 190, 'gone': 190, 'usually': 189, 'months': 188, 'West': 187, 'needed': 187, 'General': 187, 'center': 187, 'Not': 187, 'expected': 186, 'kept': 186, 'nature': 186, 'private': 186, 'living': 185, 'Even': 185, 'century': 185, 'values': 185, 'pressure': 184, 'ground': 184, 'basis': 184, 'view': 183, 'art': 183, 'women': 182, 'greater': 181, 'required': 181, 'South': 181, 'call': 181, 'wrote': 181, "I'll": 181, 'moved': 181, 'cut': 180, 'modern': 180, 'conditions': 179, 'complete': 179, 'road': 178, 'return': 178, 'particular': 178, 'support': 177, 'attention': 177, 'soon': 176, 'else': 176, 'book': 176, 'education': 175, 'live': 175, 'late': 174, 'material': 174, "couldn't": 173, 'lost': 173, 'hours': 173, 'stage': 173, 'Since': 173, 'costs': 172, 'amount': 172, 'followed': 172, '1960': 172, 'single': 172, 'added': 171, 'third': 171, 'except': 171, 'hundred': 171, 'space': 171, 'However': 170, 'fire': 170, 'board': 170, 'including': 170, 'coming': 170, 'person': 170, 'heart': 170, 'tried': 170, 'dark': 170, 'pay': 169, 'developed': 169, 'reached': 169, 'miles': 169, 'move': 168, 'feeling': 168, 'recent': 167, 'act': 167, 'read': 167, 'makes': 167, 'dead': 166, 'shown': 166, 'figure': 166, 'simply': 166, 'Thus': 166, 'Department': 164, 'St.': 164, 'equipment': 164, 'hope': 164, 'class': 164, 'received': 163, 'taking': 163, 'college': 163, '&': 163, 'doing': 163, 'basic': 163, 'National': 163, 'From': 163, 'hold': 162, 'inside': 162, 'everything': 162, 'looking': 162, 'trying': 162, 'Why': 162, 'sometimes': 162, 'U.S.': 161, 'industry': 161, 'picture': 161, 'sort': 161, 'cold': 161, 'data': 161, 'care': 160, 'difficult': 160, 'spirit': 160, 'terms': 160, "It's": 160, 'low': 160, 'father': 160, 'rest': 160, 'beginning': 159, 'War': 159, 'walked': 159, 'nor': 159, 'getting': 158, 'subject': 158, 'states': 158, 'religious': 158, 'passed': 157, 'floor': 157, 'My': 157, 'beyond': 157, 'especially': 156, 'bring': 156, 'therefore': 156, 'black': 156, 'cent': 155, 'simple': 155, 'range': 154, 'England': 154, 'property': 153, 'report': 153, 'paper': 153, 'written': 153, 'needs': 152, '10': 152, 'Secretary': 152, 'natural': 152, 'meeting': 151, 'likely': 151, 'hear': 151, 'final': 151, 'higher': 151, "can't": 151, 'growth': 151, 'talk': 151, 'Her': 151, 'Congress': 150, 'considered': 150, 'friends': 150, 'fine': 149, 'answer': 149, 'entire': 149, 'ten': 149, 'sat': 149, 'working': 148, 'countries': 148, 'forces': 148, 'difference': 148, 'story': 148, 'William': 147, "wasn't": 147, 'cases': 147, 'involved': 147, 'meet': 147, 'building': 147, 'table': 147, 'hair': 147, 'similar': 146, 'thus': 146, 'training': 146, 'Government': 146, 'street': 146, 'happened': 146, 'purpose': 145, 'effort': 145, 'hour': 145, 'stand': 145, 'issue': 144, 'paid': 144, 'North': 144, 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'pretty': 99, 'talking': 99, 'sides': 99, 'facilities': 98, 'techniques': 98, 'Street': 98, 'related': 98, 'entered': 98, 'Chicago': 98, 'knows': 98, "hadn't": 98, 'machine': 98, 'Is': 98, 'March': 97, 'fight': 97, 'dollars': 97, 'blue': 97, 'concern': 97, 'caught': 97, 'income': 97, 'officer': 97, 'claim': 97, 'Christ': 97, "That's": 97, 'supply': 97, 'style': 97, 'Charles': 96, '12': 96, 'walk': 96, 'energy': 96, 'status': 96, 'popular': 96, 'usual': 96, 'institutions': 96, 'standing': 96, 'actual': 96, 'glass': 96, 'attempt': 95, 'changed': 95, 'share': 95, 'thousand': 95, 'products': 95, 'trees': 95, 'studies': 95, 'behavior': 95, 'accepted': 94, 'unit': 94, 'seven': 94, 'gas': 94, 'opinion': 94, 'included': 94, 'green': 94, '7': 94, 'film': 94, 'considerable': 94, 'shows': 94, 'materials': 94, 'primary': 93, 'relations': 93, 'older': 93, 'C.': 93, 'eight': 93, 'highly': 93, 'Americans': 93, 'station': 93, "you're": 93, 'successful': 93, 'drive': 93, 'Old': 93, 'practice': 93, 'giving': 93, 'Perhaps': 93, 'remain': 93, 'standard': 93, 'none': 92, 'determine': 92, 'books': 92, 'poor': 92, 'sitting': 92, '20': 92, 'Communist': 92, 'proper': 92, 'Jack': 92, 'middle': 92, 'obvious': 92, 'fell': 92, 'thin': 92, 'marriage': 92, 'tradition': 92, 'pieces': 92, 'sign': 91, 'worth': 91, '1958': 91, 'project': 91, 'structure': 91, 'happy': 91, 'Mike': 91, 'arm': 91, 'objective': 91, 'radiation': 91, 'Let': 91, 'produced': 90, 'follow': 90, 'funds': 90, 'source': 90, 'caused': 90, 'balance': 90, 'entirely': 90, 'purposes': 90, 'dinner': 90, 'news': 90, 'weight': 90, "that's": 90, 'university': 90, 'heat': 90, 'kitchen': 90, 'complex': 90, 'cattle': 90, 'goes': 89, 'construction': 89, 'annual': 89, 'Yes': 89, 'noted': 89, 'leadership': 89, 'regard': 89, 'discussion': 89, 'mass': 89, 'famous': 89, 'condition': 89, 'London': 89, 'Committee': 88, 'management': 88, 'announced': 88, 'names': 88, 'principal': 88, 'carry': 88, 'health': 88, 'equal': 88, 'unless': 88, 'develop': 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'address': 76, 'procedure': 76, 'Council': 76, 'response': 76, 'classes': 76, 'Club': 76, 'buildings': 76, 'watch': 76, 'strange': 76, 'formed': 76, 'follows': 76, 'editor': 76, 'winter': 76, 'index': 76, 'fresh': 76, 'difficulty': 76, 'beside': 76, 'literary': 76, 'bottle': 76, 'Jr.': 75, 'permit': 75, 'vote': 75, 'hearing': 75, 'Red': 75, 'justice': 75, 'Other': 75, 'hospital': 75, 'treated': 75, 'file': 75, 'Virginia': 75, 'killed': 75, 'stayed': 75, 'memory': 75, 'removed': 75, 'presence': 75, 'France': 75, "he'd": 75, 'fit': 74, 'pointed': 74, 'November': 74, 'quiet': 74, 'De': 74, 'Army': 74, 'Berlin': 74, 'security': 74, 'nine': 74, 'check': 74, 'expressed': 74, 'failed': 74, 'ability': 74, 'coffee': 74, 'watching': 74, 'Jewish': 74, 'tone': 74, 'seeing': 74, 'observed': 74, 'hell': 74, 'wait': 73, 'Louis': 73, 'selected': 73, 'frame': 73, 'gain': 73, 'advantage': 73, 'discovered': 73, 'pulled': 73, 'twenty': 73, 'everyone': 73, 'youth': 73, 'faculty': 73, 'contrast': 73, 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'earliest': 22, 'trucks': 22, 'retained': 22, 'posts': 22, 'intentions': 22, 'democracy': 22, 'tractor': 22, 'Green': 22, 'conspiracy': 22, 'uncertain': 22, 'overseas': 22, 'biggest': 22, 'bridges': 22, 'Law': 22, 'adding': 22, 'Ralph': 22, 'Rev.': 22, 'Miami': 22, 'fifth': 22, 'triumph': 22, 'Baltimore': 22, "we'd": 22, 'Don': 22, 'sighed': 22, 'metropolitan': 22, 'amateur': 22, 'respects': 22, 'dealt': 22, 'tie': 22, "shouldn't": 22, 'frank': 22, 'engagement': 22, 'Music': 22, 'pressing': 22, 'adults': 22, 'chairs': 22, 'Vienna': 22, 'worn': 22, 'manufacturing': 22, 'altered': 22, 'sharing': 22, 'valid': 22, 'Student': 22, 'rifles': 22, 'evidently': 22, 'S': 22, 'Elaine': 22, 'assessment': 22, 'convenient': 22, 'loaded': 22, 'insects': 22, 'convention': 22, 'spare': 22, 'gang': 22, 'factories': 22, 'regularly': 22, 'lift': 22, 'autumn': 22, 'surrender': 22, 'plates': 22, 'resist': 22, "America's": 22, 'Century': 22, 'pulling': 22, 'ownership': 22, 'participate': 22, 'totally': 22, 'tip': 22, 'belongs': 22, 'panic': 22, 'capabilities': 22, 'select': 22, 'occasions': 22, 'describes': 22, 'mess': 22, '0': 22, 'bombers': 22, 'successes': 22, 'grows': 22, 'whisky': 22, 'sticks': 22, 'hide': 22, 'sentiment': 22, 'searching': 22, 'implications': 22, "she's": 22, 'honey': 22, 'cat': 22, 'fault': 22, 'Spirit': 22, 'casual': 22, 'Sandburg': 22, 'Victor': 22, 'freely': 22, 'laughter': 22, 'destiny': 22, 'drinks': 22, 'Article': 22, 'targets': 22, 'thrust': 22, 'sphere': 22, 'relevant': 22, 'novels': 22, 'melting': 22, 'formulas': 22, 'unfortunate': 22, 'deck': 22, 'joke': 22, 'uneasy': 22, 'souls': 22, 'reliable': 22, 'possessed': 22, 'eliminated': 22, 'bother': 22, 'insight': 22, 'preparing': 22, 'steadily': 22, 'oxidation': 22, 'planets': 22, 'temple': 22, 'Alaska': 22, 'structural': 22, 'frequency': 22, 'displacement': 22, 'dressing': 22, 'plaster': 22, 'economical': 22, 'exploration': 22, 'herd': 22, 'Anglo-Saxon': 22, 'happiness': 22, 'yelled': 22, 'middle-class': 22, 'alienation': 22, 'sampling': 22, 'urethane': 22, 'foams': 22, 'Bobbie': 22, 'Deegan': 22, 'recommendations': 21, 'Police': 21, 'Party': 21, 'Being': 21, 'corporations': 21, 'saving': 21, 'delay': 21, 'relatives': 21, 'Nov.': 21, 'originally': 21, 'Morris': 21, 'questioning': 21, 'Capitol': 21, "children's": 21, 'mutual': 21, 'Detroit': 21, 'cope': 21, '1948': 21, 'pertinent': 21, 'assembly': 21, 'Johnston': 21, 'charter': 21, 'strategy': 21, 'hesitated': 21, 'respond': 21, 'launched': 21, 'crises': 21, 'Michigan': 21, 'bid': 21, '1950': 21, 'dynamic': 21, 'Wagner': 21, 'Apparently': 21, 'investigations': 21, 'submitted': 21, 'forming': 21, 'Rico': 21, 'keeps': 21, 'Could': 21, 'harmony': 21, 'unlikely': 21, 'accepting': 21, 'preliminary': 21, 'Home': 21, 'behalf': 21, 'loyalty': 21, 'Philip': 21, 'hits': 21, 'Russ': 21, 'races': 21, 'Mills': 21, 'Bobby': 21, 'miss': 21, 'doubtful': 21, 'definitely': 21, 'statistics': 21, 'spectacular': 21, 'fans': 21, 'masses': 21, 'hearts': 21, 'Vernon': 21, 'balanced': 21, 'Ben': 21, 'Missouri': 21, 'despair': 21, 'Warwick': 21, 'teams': 21, 'stiff': 21, 'thank': 21, 'Francis': 21, 'Eastern': 21, 'concerts': 21, 'luxury': 21, 'skirt': 21, 'seated': 21, 'Kay': 21, "We've": 21, 'Book': 21, 'Taylor': 21, 'Wall': 21, 'Queen': 21, 'dances': 21, '28': 21, 'availability': 21, 'killer': 21, 'Joyce': 21, 'drawings': 21, 'suspected': 21, 'Report': 21, 'governing': 21, 'prospective': 21, 'profits': 21, 'painter': 21, 'wheels': 21, 'defend': 21, 'farmer': 21, 'crack': 21, 'Di': 21, 'characterized': 21, 'moderate': 21, 'chiefly': 21, 'computed': 21, 'inclined': 21, 'lowered': 21, 'heels': 21, 'dishes': 21, 'pile': 21, 'Go': 21, 'passengers': 21, "weren't": 21, 'addresses': 21, 'rhythm': 21, 'Which': 21, "John's": 21, 'ideological': 21, 'fluid': 21, 'Vermont': 21, 'Above': 21, 'urgent': 21, 'pause': 21, 'conferences': 21, 'substitute': 21, 'liberals': 21, '34': 21, 'ugly': 21, 'Having': 21, 'seventeen': 21, 'racing': 21, 'Belgians': 21, 'obliged': 21, 'Katanga': 21, 'respectable': 21, 'Note': 21, 'mines': 21, 'displays': 21, 'educated': 21, 'enjoyment': 21, 'backward': 21, 'craft': 21, 'desperately': 21, 'shame': 21, 'Utopia': 21, 'certainty': 21, 'Podger': 21, 'Rock': 21, 'Aristotle': 21, 'classification': 21, 'Everyone': 21, 'Nation': 21, 'moreover': 21, 'Cromwell': 21, 'persuaded': 21, 'thorough': 21, 'Program': 21, 'Marshal': 21, 'tale': 21, 'Consider': 21, 'envelope': 21, 'possession': 21, 'H': 21, 'shining': 21, 'intimate': 21, 'arbitrary': 21, 'traditions': 21, 'Poor': 21, 'roots': 21, 'cabin': 21, 'meanings': 21, 'habits': 21, 'dare': 21, 'neat': 21, 'fortunate': 21, 'boating': 21, 'hen': 21, 'milligrams': 21, 'protein': 21, 'stumbled': 21, 'Reverend': 21, 'mode': 21, 'reveals': 21, 'Lo': 21, 'Shu': 21, 'planet': 21, 'rent': 21, 'stern': 21, 'nuts': 21, 'particle': 21, 'garage': 21, 'linear': 21, "patient's": 21, 'smart': 21, 'Faulkner': 21, 'complement': 21, 'mate': 21, 'regiment': 21, 'Hell': 21, 'soap': 21, 'Bridget': 21, 'Wait': 21, 'planetary': 21, 'occurring': 21, 'Keith': 21, 'Steele': 21, 'Completion': 21, 'hypothalamic': 21, 'rang': 21, 'Maude': 21, 'Hoag': 21, "B'dikkat": 21, 'Penny': 21, 'Allen': 20, 'orderly': 20, 'receives': 20, 'taxpayers': 20, 'Jan.': 20, 'adjustments': 20, 'repair': 20, 'votes': 20, 'banks': 20, 'enforced': 20, 'El': 20, 'Feb.': 20, 'solve': 20, 'monthly': 20, 'quarrel': 20, 'grants': 20, 'illness': 20, 'rehabilitation': 20, 'confirmed': 20, 'speeches': 20, 'disposal': 20, 'inspection': 20, 'attacks': 20, 'acceptable': 20, 'intervention': 20, 'negotiations': 20, 'naval': 20, 'displayed': 20, 'encouraging': 20, 'residents': 20, 'procurement': 20, 'Notte': 20, 'conditioned': 20, 'greeted': 20, 'expanded': 20, 'emphasize': 20, 'Manhattan': 20, 'temporarily': 20, 'puts': 20, '1946': 20, 'decent': 20, 'ranks': 20, 'dedication': 20, "city's": 20, 'Donald': 20, 'Inc.': 20, '75': 20, 'injured': 20, 'flash': 20, 'patience': 20, 'trends': 20, 'sixth': 20, 'exhibition': 20, 'pitch': 20, 'purchased': 20, 'strongest': 20, 'grabbed': 20, 'Florida': 20, 'crossing': 20, 'clock': 20, 'grip': 20, 'guys': 20, 'pitcher': 20, '1951': 20, 'helpless': 20, 'replacement': 20, '1949': 20, 'Point': 20, 'Arnold': 20, 'nerves': 20, 'bowl': 20, 'Major': 20, 'Opera': 20, 'fitted': 20, 'motel': 20, 'suite': 20, 'promises': 20, 'colorful': 20, 'clothing': 20, 'queen': 20, 'Spring': 20, 'Corporation': 20, 'secrets': 20, 'criminal': 20, 'patrol': 20, 'revolutionary': 20, 'converted': 20, 'crash': 20, 'auto': 20, 'conversion': 20, 'guided': 20, "company's": 20, 'brushed': 20, 'Fund': 20, 'crop': 20, 'newer': 20, 'warrant': 20, 'lucky': 20, 'merger': 20, 'Volume': 20, 'pipe': 20, 'struggling': 20, 'Orchestra': 20, 'cream': 20, "hasn't": 20, 'figured': 20, 'Family': 20, 'Abel': 20, 'shaking': 20, 'tent': 20, 'blonde': 20, 'define': 20, 'responded': 20, 'Outside': 20, 'commodities': 20, 'indirect': 20, 'forgive': 20, 'binding': 20, 'lean': 20, 'landscape': 20, 'amazing': 20, 'alike': 20, 'passages': 20, 'gentlemen': 20, 'wealth': 20, 'Alabama': 20, 'consequently': 20, 'savage': 20, 'shadows': 20, 'fraction': 20, 'beam': 20, 'precious': 20, 'vacuum': 20, 'endless': 20, 'minority': 20, 'urge': 20, 'competent': 20, 'convictions': 20, 'diet': 20, 'bold': 20, 'fascinating': 20, 'accordance': 20, 'motives': 20, 'listeners': 20, 'distinctive': 20, 'Heaven': 20, 'attain': 20, 'sweat': 20, 'wondering': 20, 'wit': 20, 'solely': 20, 'Upon': 20, 'grains': 20, 'sidewalk': 20, 'brave': 20, 'creatures': 20, 'melody': 20, 'Swift': 20, 'similarly': 20, 'breathing': 20, 'devil': 20, 'heroic': 20, 'manage': 20, 'authentic': 20, 'Laura': 20, 'Dolores': 20, 'leaped': 20, 'transformation': 20, 'physiological': 20, 'worries': 20, 'punishment': 20, "Christ's": 20, 'B.C.': 20, 'relating': 20, 'probabilities': 20, 'Often': 20, 'impulse': 20, 'package': 20, 'anticipation': 20, 'slide': 20, 'screw': 20, 'tire': 20, 'Cathy': 20, 'sauce': 20, 'Michelangelo': 20, 'invention': 20, 'cheek': 20, 'inventory': 20, 'pursue': 20, 'peered': 20, 'crawled': 20, 'Pa': 20, 'Borden': 20, 'Plato': 20, 'Oedipus': 20, 'lungs': 20, 'input': 20, 'refund': 20, '/': 20, 'suitcase': 20, 'Pip': 20, 'Skyros': 20, 'Freddy': 20, 'Chairman': 19, 'Gov.': 19, 'consistently': 19, 'witnesses': 19, 'savings': 19, 'stake': 19, 'remainder': 19, 'physics': 19, 'arrest': 19, 'startled': 19, 'ruling': 19, 'whereby': 19, 'imposed': 19, 'discharge': 19, 'avoided': 19, 'submarines': 19, 'dominated': 19, 'Cuban': 19, 'sailing': 19, "state's": 19, 'bet': 19, 'enforcement': 19, 'revenue': 19, 'supervision': 19, 'tangible': 19, 'politicians': 19, 'aroused': 19, 'explains': 19, 'tactics': 19, 'respective': 19, 'surrounded': 19, 'stresses': 19, 'filing': 19, 'hotels': 19, 'males': 19, 'Memorial': 19, 'guards': 19, 'Vincent': 19, 'rush': 19, 'Salem': 19, 'compromise': 19, 'strategic': 19, 'clubs': 19, 'plate': 19, 'Stadium': 19, 'champion': 19, 'specialists': 19, 'Unfortunately': 19, 'wiped': 19, 'swing': 19, 'whip': 19, 'Lane': 19, 'achievements': 19, 'drank': 19, 'stroke': 19, '1927': 19, 'Foundation': 19, 'Frederick': 19, 'loud': 19, 'addressed': 19, 'Calif.': 19, 'solved': 19, 'bundle': 19, 'register': 19, 'improvements': 19, 'victims': 19, 'bay': 19, 'arrested': 19, 'cottage': 19, 'hidden': 19, 'lid': 19, 'packed': 19, 'Road': 19, 'lacked': 19, 'condemned': 19, 'prisoners': 19, 'attract': 19, 'sheep': 19, 'assessors': 19, 'companion': 19, 'mercy': 19, 'rid': 19, 'jet': 19, 'Allied': 19, 'Shore': 19, 'earnings': 19, 'winds': 19, 'venture': 19, 'Rather': 19, 'Seven': 19, 'retail': 19, 'notable': 19, 'affects': 19, 'demanding': 19, 'allows': 19, 'toes': 19, 'loves': 19, 'Mexico': 19, 'likes': 19, 'indication': 19, 'label': 19, 'ladder': 19, 'dreamed': 19, 'architect': 19, 'foundation': 19, 'Pamela': 19, 'slip': 19, 'spell': 19, 'neatly': 19, 'lobby': 19, 'decisive': 19, 'dated': 19, 'fatal': 19, 'insistence': 19, 'midst': 19, 'devotion': 19, 'produces': 19, 'fantastic': 19, 'ambition': 19, 'combinations': 19, 'mechanics': 19, 'slope': 19, 'rolling': 19, 'ultimately': 19, 'reporter': 19, 'startling': 19, 'happily': 19, 'Third': 19, 'rises': 19, 'variations': 19, 'exceed': 19, 'preserved': 19, 'canvas': 19, 'overwhelming': 19, 'theirs': 19, 'bullets': 19, 'nest': 19, 'civic': 19, 'assurance': 19, 'harbor': 19, 'individually': 19, 'lesser': 19, 'lighting': 19, 'bones': 19, 'cholesterol': 19, 'verbal': 19, 'petitioner': 19, 'ignore': 19, 'Means': 19, 'applies': 19, 'gardens': 19, 'united': 19, 'curves': 19, 'hatred': 19, 'scared': 19, 'motive': 19, 'Land': 19, 'trap': 19, 'depths': 19, 'poverty': 19, 'Wisconsin': 19, 'tales': 19, 'broader': 19, 'sketches': 19, 'Paula': 19, 'Doc': 19, 'fever': 19, 'realm': 19, 'Accordingly': 19, 'Throughout': 19, 'salesmen': 19, 'optical': 19, 'theatre': 19, 'cancer': 19, 'hypothalamus': 19, 'immortality': 19, 'assert': 19, 'numerical': 19, 'bend': 19, 'dim': 19, 'pupil': 19, 'intermediate': 19, 'twisted': 19, 'fractions': 19, 'timber': 19, 'boots': 19, 'foil': 19, 'Form': 19, 'glued': 19, 'awake': 19, 'essay': 19, 'distinguish': 19, 'patents': 19, 'lb.': 19, 'therapist': 19, 'nude': 19, 'murderer': 19, 'tsunami': 19, 'Mobile': 19, "State's": 19, 'Mars': 19, 'Rousseau': 19, 'smelled': 19, 'Gun': 19, 'reactivity': 19, 'tetrachloride': 19, 'sera': 19, 'vector': 19, 'vertex': 19, 'Rourke': 19, 'Killpath': 19, 'Haney': 19, 'Letch': 19, 'Grand': 18, 'voters': 18, 'commented': 18, 'priority': 18, 'privilege': 18, 'policeman': 18, 'Austin': 18, 'folks': 18, 'underground': 18, 'earned': 18, 'observers': 18, 'stolen': 18, 'deliver': 18, 'proceedings': 18, 'judges': 18, 'repeatedly': 18, '35': 18, 'aged': 18, 'hospitals': 18, 'emerge': 18, 'Organization': 18, 'proceed': 18, 'remarkably': 18, 'compelled': 18, 'Southeast': 18, 'faster': 18, 'Arkansas': 18, 'arose': 18, 'lip': 18, 'basically': 18, 'talks': 18, 'announce': 18, 'succession': 18, 'mathematics': 18, 'shrugged': 18, '1945': 18, 'Columbia': 18, 'Islands': 18, 'camps': 18, 'ranged': 18, 'directors': 18, "Can't": 18, 'objection': 18, 'pronounced': 18, 'representation': 18, 'sons': 18, 'bargaining': 18, 'workshop': 18, 'pioneer': 18, 'Dick': 18, 'physically': 18, 'Yankee': 18, 'coach': 18, 'bat': 18, 'Tokyo': 18, 'slender': 18, 'snapped': 18, 'favored': 18, 'kicked': 18, 'string': 18, 'Academy': 18, 'splendid': 18, 'strikes': 18, 'player': 18, 'Room': 18, '400': 18, 'ceremony': 18, 'prize': 18, 'tournament': 18, 'Ernie': 18, 'Harvey': 18, 'Stevens': 18, 'costumes': 18, 'Tommy': 18, 'toast': 18, 'boss': 18, 'birthday': 18, '80': 18, 'Week': 18, 'Ah': 18, 'Meredith': 18, 'competence': 18, "men's": 18, 'invitation': 18, 'brick': 18, 'predicted': 18, 'Harbor': 18, 'buried': 18, 'Kowalski': 18, 'escaped': 18, 'corporate': 18, 'crops': 18, 'wildlife': 18, 'livestock': 18, 'emphasized': 18, 'businesses': 18, 'flower': 18, 'Stephen': 18, 'investigated': 18, 'acted': 18, 'officially': 18, 'shipping': 18, 'ratios': 18, 'overhead': 18, 'makers': 18, 'gains': 18, 'supplement': 18, 'classroom': 18, 'gather': 18, 'abrupt': 18, 'sank': 18, '50%': 18, 'disposed': 18, 'supreme': 18, 'designer': 18, 'marble': 18, 'Oxford': 18, 'lamp': 18, 'resting': 18, 'parlor': 18, 'assignments': 18, 'monument': 18, 'attributed': 18, 'gallery': 18, 'informal': 18, 'tensions': 18, 'Beyond': 18, 'mechanisms': 18, 'founded': 18, 'specialized': 18, 'manufacture': 18, 'commerce': 18, 'drops': 18, 'terribly': 18, 'Said': 18, 'lap': 18, 'instantly': 18, 'earnest': 18, 'ridiculous': 18, 'cooperative': 18, 'Modern': 18, 'religions': 18, 'autonomy': 18, 'comprehensive': 18, 'jungle': 18, 'applicable': 18, 'humble': 18, 'defended': 18, 'spectacle': 18, 'submit': 18, 'interrupted': 18, 'servant': 18, 'partnership': 18, 'dairy': 18, 'congregations': 18, 'drift': 18, 'rubbed': 18, 'exceptional': 18, 'plainly': 18, 'consistency': 18, 'Remember': 18, 'tooth': 18, 'phrases': 18, 'styles': 18, 'bathroom': 18, 'sung': 18, 'circuit': 18, 'causing': 18, 'locations': 18, 'relax': 18, 'deadly': 18, 'brass': 18, 'sixteen': 18, 'naive': 18, 'sixty': 18, 'hostile': 18, 'cosmic': 18, 'theoretical': 18, 'denial': 18, 'shifted': 18, 'blowing': 18, 'corners': 18, 'faded': 18, 'rugged': 18, 'affection': 18, 'Jazz': 18, 'refers': 18, 'speaks': 18, 'simpler': 18, 'eighteenth': 18, 'Few': 18, 'tray': 18, 'theories': 18, 'situated': 18, 'differ': 18, 'consumption': 18, 'Keys': 18, 'fats': 18, 'theology': 18, 'technological': 18, 'glory': 18, 'History': 18, 'proportions': 18, 'interval': 18, 'exercised': 18, 'Religion': 18, 'daytime': 18, 'drug': 18, 'brightness': 18, 'puzzled': 18, 'straightened': 18, 'mustard': 18, 'aluminum': 18, 'bunk': 18, 'movable': 18, 'grams': 18, 'systematic': 18, 'roared': 18, 'epic': 18, 'subjective': 18, 'Sergeant': 18, 'marry': 18, 'Upton': 18, 'adolescence': 18, 'Griffith': 18, 'Helion': 18, "doctor's": 18, 'Saxon': 18, 'Cobb': 18, 'iodine': 18, 'nonspecific': 18, 'effluent': 18, 'Stevie': 18, 'Andrei': 18, 'Kitti': 18, 'Madden': 18, 'Langford': 18, 'Barco': 18, 'Fulton': 17, 'praise': 17, 'compensation': 17, 'jail': 17, 'Health': 17, 'Rob': 17, 'consulted': 17, 'amendment': 17, 'formally': 17, 'anonymous': 17, 'stocks': 17, 'pockets': 17, 'Gulf': 17, 'violation': 17, 'associate': 17, 'underlying': 17, 'Cape': 17, 'Pierre': 17, 'Community': 17, 'bureau': 17, 'persuade': 17, 'popularity': 17, 'friction': 17, 'Geneva': 17, 'Lao': 17, 'useless': 17, 'performing': 17, 'vitality': 17, 'asks': 17, 'Raymond': 17, 'Fire': 17, 'assign': 17, 'undoubtedly': 17, 'chorus': 17, 'vicious': 17, 'resentment': 17, 'visits': 17, 'declined': 17, 'interviews': 17, 'scientist': 17, 'pays': 17, 'separation': 17, 'kingdom': 17, 'slowed': 17, 'erected': 17, 'loyal': 17, 'stripped': 17, 'alternatives': 17, 'squeezed': 17, 'followers': 17, 'females': 17, 'K.': 17, 'designated': 17, 'Baptist': 17, 'explosive': 17, 'Dec.': 17, 'grasp': 17, 'motions': 17, 'eighth': 17, 'balls': 17, 'reporting': 17, 'defensive': 17, 'wing': 17, 'Cleveland': 17, 'Hank': 17, 'throwing': 17, 'checks': 17, 'cracked': 17, 'Standard': 17, 'fan': 17, 'seasons': 17, 'shaped': 17, 'awards': 17, 'Show': 17, 'departure': 17, 'barriers': 17, 'sport': 17, 'anniversary': 17, 'admired': 17, 'holiday': 17, 'via': 17, 'awarded': 17, 'muttered': 17, "They'll": 17, 'Security': 17, 'Milton': 17, 'Usually': 17, 'wagons': 17, 'crown': 17, 'convenience': 17, 'merchants': 17, 'uncle': 17, 'cooled': 17, 'codes': 17, 'Simms': 17, "woman's": 17, 'rested': 17, 'candle': 17, 'spontaneous': 17, 'describing': 17, 'captured': 17, 'renewed': 17, 'indifference': 17, 'entries': 17, 'intersection': 17, 'Banks': 17, 'flowing': 17, 'Anniston': 17, 'Carroll': 17, 'preservation': 17, 'fuel': 17, 'suicide': 17, 'counted': 17, 'inquiries': 17, 'chip': 17, 'gin': 17, 'pushing': 17, 'delivery': 17, 'chart': 17, 'Golden': 17, 'logic': 17, 'Connecticut': 17, 'guitar': 17, 'accompanying': 17, 'crystal': 17, 'Ballet': 17, 'preaching': 17, 'cap': 17, 'acquisition': 17, 'undertaken': 17, 'stretching': 17, 'diplomacy': 17, 'lest': 17, 'aggressive': 17, 'notions': 17, 'illustrate': 17, 'supernatural': 17, 'brand': 17, 'destroying': 17, 'artificial': 17, 'shocked': 17, 'sums': 17, 'flood': 17, 'customs': 17, 'chaos': 17, 'tanks': 17, 'quote': 17, 'heroes': 17, 'possess': 17, 'Frankie': 17, 'cats': 17, 'belonged': 17, 'vaguely': 17, 'Hamilton': 17, 'palm': 17, 'engines': 17, 'capture': 17, 'loudly': 17, 'Special': 17, 'copies': 17, 'advances': 17, 'Fortunately': 17, 'Keep': 17, 'dome': 17, 'seal': 17, 'campaigns': 17, 'mistaken': 17, 'Otherwise': 17, 'resolved': 17, 'formidable': 17, 'expecting': 17, 'acceleration': 17, 'rests': 17, 'Far': 17, 'Horn': 17, 'editors': 17, 'pastor': 17, 'desert': 17, 'infinite': 17, 'bears': 17, 'progressive': 17, 'neighborhoods': 17, 'enjoying': 17, 'staying': 17, 'surprisingly': 17, 'shorter': 17, 'basket': 17, 'collar': 17, 'Listen': 17, 'brains': 17, 'Christians': 17, "husband's": 17, 'Please': 17, 'socialism': 17, 'consist': 17, 'awful': 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'differed': 13, 'diverse': 13, 'thread': 13, 'Low': 13, 'fists': 13, 'permanently': 13, 'imaginative': 13, 'casually': 13, 'static': 13, 'Turning': 13, 'romance': 13, 'curled': 13, 'behaved': 13, 'Comedie': 13, 'prose': 13, 'programing': 13, 'spur': 13, 'abundance': 13, 'references': 13, 'Below': 13, 'fictional': 13, 'eagerly': 13, 'cone': 13, 'averaged': 13, 'integral': 13, 'assuming': 13, 'liberalism': 13, 'mutually': 13, 'debt': 13, 'sprang': 13, 'opposing': 13, 'leveled': 13, 'exerted': 13, 'maps': 13, 'twentieth': 13, 'clarify': 13, 'involvement': 13, 'ordering': 13, 'monk': 13, 'dwelling': 13, 'blade': 13, 'waving': 13, 'behave': 13, 'insert': 13, 'files': 13, 'colt': 13, 'lantern': 13, 'fond': 13, 'pint': 13, 'Naval': 13, 'port': 13, 'squares': 13, 'charcoal': 13, 'toilet': 13, 'screwed': 13, 'sealed': 13, 'beams': 13, 'conditioner': 13, 'compass': 13, 'ultraviolet': 13, 'computer': 13, 'antenna': 13, 'receiver': 13, 'detection': 13, 'tub': 13, 'Oersted': 13, 'bacterial': 13, 'necessities': 13, 'Forests': 13, 'Products': 13, 'champagne': 13, 'linguist': 13, 'therapeutic': 13, "officer's": 13, 'cereal': 13, 'begged': 13, 'scream': 13, 'X': 13, 'infantry': 13, 'Telegraph': 13, 'G': 13, 'Jeep': 13, 'hut': 13, 'Thayer': 13, 'sinister': 13, 'Packard': 13, 'proclaim': 13, 'litigation': 13, 'A.L.A.M.': 13, 'cluster': 13, 'Tory': 13, 'Copernicus': 13, 'unaware': 13, 'solar': 13, 'manifold': 13, 'curb': 13, 'null': 13, 'Piepsam': 13, 'abstraction': 13, 'monitoring': 13, 'Figures': 13, 'frieze': 13, 'hormone': 13, 'Arlen': 13, 'Garibaldi': 13, 'moonlight': 13, 'Utopian': 13, 'Malraux': 13, 'Sally': 13, 'subsection': 13, 'paramagnetic': 13, 'plasma': 13, 'nighttime': 13, 'solids': 13, 'nuclei': 13, 'tissues': 13, 'arrow': 13, 'WTV': 13, 'invariant': 13, 'casework': 13, 'Kohnstamm-positive': 13, 'Kohnstamm': 13, 'compulsivity': 13, 'roleplaying': 13, 'cheeks': 13, 'Athabascan': 13, "Pip's": 13, 'lagoon': 13, 'phosphor': 13, 'Ludie': 13, 'Somebody': 13, 'Argiento': 13, 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'symbolize': 9, 'virgin': 9, 'obedience': 9, 'honorable': 9, 'warming': 9, 'histories': 9, 'proclaimed': 9, 'compressed': 9, 'Norton': 9, 'shivering': 9, 'systematically': 9, 'vent': 9, 'Han': 9, 'hints': 9, 'philosophers': 9, 'Preparation': 9, 'postponed': 9, 'topic': 9, 'denominational': 9, 'appalling': 9, 'pathological': 9, 'Buddhism': 9, 'Toynbee': 9, 'evils': 9, 'declining': 9, 'metallic': 9, 'swallow': 9, 'balloon': 9, 'orbits': 9, 'lessened': 9, 'disclose': 9, 'enrolled': 9, 'worldly': 9, 'stillness': 9, 'haste': 9, 'sorrow': 9, 'ingredients': 9, 'Push-Pull': 9, 'improves': 9, 'enormously': 9, 'pansies': 9, 'dig': 9, 'moisture': 9, 'avocado': 9, 'weighing': 9, 'reconnaissance': 9, 'dual': 9, 'editions': 9, 'Classes': 9, 'concentrations': 9, 'hauled': 9, 'plywood': 9, 'rating': 9, 'carefree': 9, 'pulls': 9, 'rails': 9, 'Drill': 9, 'equations': 9, 'simplified': 9, 'constants': 9, 'computing': 9, 'simplify': 9, 'radius': 9, 'brood': 9, '2:35': 9, 'Thor': 9, 'Precious': 9, 'Duke': 9, 'rack': 9, 'smoked': 9, 'resin': 9, 'draped': 9, 'roast': 9, 'amused': 9, 'reins': 9, "Wright's": 9, 'graceful': 9, 'grease': 9, 'cheese': 9, '1/4': 9, 'Frankfurter': 9, 'stains': 9, 'seam': 9, 'bin': 9, 'pigment': 9, 'rocky': 9, 'quill': 9, 'horizontal': 9, 'Coombs': 9, 'Ferry': 9, 'ratings': 9, 'filter': 9, 'offset': 9, 'extracted': 9, 'etcetera': 9, 'vastly': 9, 'swayed': 9, 'watercolor': 9, 'shaved': 9, 'persistence': 9, 'beginnings': 9, 'illumination': 9, 'anatomical': 9, 'specially': 9, 'borrow': 9, 'Ritter': 9, 'discoveries': 9, 'similarity': 9, '0.1': 9, '0.5': 9, 'gram': 9, 'utilization': 9, 'quantitative': 9, 'defining': 9, 'institutional': 9, 'assigning': 9, 'campers': 9, 'advancement': 9, 'tenants': 9, 'clause': 9, 'butyrate': 9, 'cellulose': 9, 'ft.': 9, 'untouched': 9, 'supplementary': 9, 'indulge': 9, 'linguistic': 9, 'indicators': 9, 'Merchant': 9, 'weird': 9, 'irregular': 9, 'sensory': 9, 'counterpart': 9, 'caring': 9, 'gravel': 9, 'hillside': 9, 'overcast': 9, "How's": 9, 'creativity': 9, 'intercourse': 9, 'anxiously': 9, 'searched': 9, 'quack': 9, 'orthodontist': 9, 'admissible': 9, 'sullen': 9, "Peter's": 9, 'homely': 9, 'guts': 9, 'occupational': 9, "O'Banion's": 9, 'earthquake': 9, 'calculations': 9, 'Fighting': 9, 'mask': 9, 'bouncing': 9, 'elders': 9, 'sticky': 9, 'soaking': 9, "Palfrey's": 9, 'Walton': 9, "Gavin's": 9, 'Kirby': 9, 'geometry': 9, 'denoted': 9, 'circled': 9, 'yell': 9, 'Kearton': 9, 'peering': 9, 'developmental': 9, 'seventeenth': 9, 'condensed': 9, 'pelts': 9, 'Bienville': 9, 'puzzling': 9, 'therein': 9, 'Wisman': 9, 'echo': 9, 'pamphlets': 9, 'spatial': 9, 'suggestive': 9, 'Boulevard': 9, 'ragged': 9, "Mann's": 9, 'mimesis': 9, 'purified': 9, "Faulkner's": 9, 'badness': 9, 'nephew': 9, 'generalized': 9, 'Shann': 9, 'reviews': 9, 'monkey': 9, 'grunted': 9, 'wrist': 9, 'perceptions': 9, 'elimination': 9, 'snapping': 9, 'redcoats': 9, 'Othon': 9, 'Germanic': 9, 'invasions': 9, 'Voltaire': 9, 'duck': 9, 'Partisan': 9, 'Credit': 9, 'ions': 9, 'figs.': 9, 'Christiana': 9, 'Rankin': 9, 'Gonzales': 9, 'Jupiter': 9, 'generators': 9, 'Douglass': 9, 'impurities': 9, 'hard-surface': 9, 'alveolar': 9, 'antibodies': 9, 'DEAE-cellulose': 9, 'distal': 9, 'bronchioles': 9, 'Profile': 9, 'Skeletal': 9, 'PBS': 9, 'discharges': 9, 'f{t}': 9, 'involution': 9, 'regulus': 9, 'subsystems': 9, 'Kohnstamm-negative': 9, 'grammatical': 9, 'morphophonemics': 9, 'Wagner-Peyser': 9, 'apportionment': 9, 'ditch': 9, 'vases': 9, 'Braque': 9, 'aerated': 9, 'irradiation': 9, 'palatability': 9, 'suds': 9, 'stiffly': 9, 'Prevot': 9, 'handkerchief': 9, 'steeple': 9, 'dumped': 9, 'dusk': 9, 'Randolph': 9, 'Kayabashi': 9, 'skiff': 9, 'spat': 9, 'Pastern': 9, 'eyebrows': 9, 'Grosse': 9, "it'll": 9, 'Holden': 9, 'Hohlbein': 9, 'Docherty': 9, 'Muller': 9, 'Dogtown': 9, 'Jubal': 9, 'half-man': 9, 'Hague': 9, 'Gran': 9, 'Roebuck': 9, 'Eromonga': 9, 'Schaffner': 9, 'Elec': 9, 'biwa': 9, 'Partlow': 9, 'Blatz': 9, 'irregularities': 8, 'outgoing': 8, 'periodic': 8, 'mayor': 8, 'featured': 8, 'requesting': 8, 'Highway': 8, 'Lt.': 8, 'Garland': 8, 'chambers': 8, 'reconstruction': 8, 'Rural': 8, 'congressmen': 8, 'Price': 8, 'republic': 8, 'undermine': 8, 'Agency': 8, 'revision': 8, 'Clarence': 8, 'Technology': 8, 'basketball': 8, 'instructor': 8, 'ADC': 8, 'Port': 8, 'fundamentally': 8, 'Issue': 8, 'hearings': 8, '4th': 8, 'scholarships': 8, '1963': 8, '180': 8, 'tactical': 8, 'solemnly': 8, 'consultation': 8, 'inclination': 8, 'revolt': 8, 'neutralist': 8, 'Citizens': 8, 'Investigation': 8, 'setup': 8, 'CD': 8, 'assemble': 8, 'urges': 8, 'enforce': 8, 'offense': 8, 'resent': 8, 'Newark': 8, 'FBI': 8, '1921': 8, 'elect': 8, 'feeble': 8, 'tangle': 8, 'Fifteen': 8, 'Liberal': 8, 'Controller': 8, 'corrupt': 8, 'selfish': 8, 'Works': 8, "Rayburn's": 8, 'overly': 8, 'succeeds': 8, 'monuments': 8, 'Hoover': 8, 'territories': 8, 'guessing': 8, 'predict': 8, 'wreck': 8, 'La.': 8, 'toss': 8, 'revive': 8, 'Hemphill': 8, 'contracted': 8, 'investigating': 8, 'Industries': 8, 'bankruptcy': 8, 'repairs': 8, '$2': 8, 'renewal': 8, 'spends': 8, 'bites': 8, 'Julian': 8, "years'": 8, 'barred': 8, 'Mo.': 8, '350': 8, 'honoring': 8, 'Oak': 8, 'Lodge': 8, 'Hugh': 8, 'denomination': 8, 'authoritative': 8, 'miracles': 8, 'Proof': 8, 'Sullivan': 8, 'blows': 8, 'mound': 8, 'Barker': 8, 'freshman': 8, 'Sheldon': 8, 'Manager': 8, 'mating': 8, 'Grace': 8, 'undergo': 8, 'slaughter': 8, "week's": 8, 'aerial': 8, 'ankle': 8, 'Tech': 8, 'Buffalo': 8, 'exceptionally': 8, 'comforting': 8, 'leagues': 8, 'Charley': 8, 'clicked': 8, 'Examiner': 8, 'slump': 8, 'rulers': 8, '19th': 8, 'Series': 8, 'championship': 8, 'Pirates': 8, 'Guy': 8, 'Babe': 8, 'prominently': 8, 'echoes': 8, 'heed': 8, 'Gibson': 8, 'flu': 8, 'Friend': 8, 'trio': 8, 'pitched': 8, 'contented': 8, "they've": 8, 'peaks': 8, 'resented': 8, 'preached': 8, 'inviting': 8, "Ruth's": 8, 'Wendell': 8, 'McCormick': 8, 'niece': 8, 'Pretty': 8, 'Memphis': 8, 'Carnegie': 8, 'generously': 8, 'Chase': 8, 'stag': 8, 'decorations': 8, 'comic': 8, 'testify': 8, 'Scots': 8, 'accommodations': 8, 'boast': 8, 'Rhodes': 8, 'veil': 8, 'Angelo': 8, 'festivities': 8, 'oysters': 8, 'chef': 8, 'scenic': 8, 'shelves': 8, 'Walnut': 8, 'wins': 8, 'Jacques': 8, 'hostess': 8, 'crimson': 8, 'two-story': 8, 'divorced': 8, 'aunt': 8, 'sentenced': 8, "Navy's": 8, 'Perry': 8, 'nominated': 8, 'Vocational': 8, 'subdivision': 8, 'Traffic': 8, 'Help': 8, 'auditorium': 8, 'taxing': 8, 'paramount': 8, 'Rights': 8, 'N.C.': 8, 'Expressway': 8, 'cameras': 8, 'Murray': 8, '99': 8, 'Achievement': 8, 'Results': 8, 'Strong': 8, 'diamond': 8, 'thieves': 8, 'deed': 8, 'collections': 8, 'shotgun': 8, 'decoration': 8, 'sanctuary': 8, 'bomber': 8, 'serene': 8, 'abolish': 8, 'stupidity': 8, 'charging': 8, '1896': 8, "They've": 8, 'cleaners': 8, 'cleaner': 8, 'prompt': 8, 'Sales': 8, 'appropriations': 8, 'unsatisfactory': 8, 'traded': 8, 'Peterson': 8, 'Oil': 8, '100%': 8, 'dividends': 8, 'precarious': 8, 'efficiently': 8, 'appliances': 8, 'Sioux': 8, 'trailed': 8, 'termination': 8, 'pad': 8, 'tax-free': 8, 'declare': 8, 'wardrobe': 8, 'designers': 8, 'Noel': 8, 'supporters': 8, 'steak': 8, 'flour': 8, 'Danish': 8, 'varieties': 8, 'ceramic': 8, 'decorative': 8, 'rooted': 8, 'baked': 8, 'recipe': 8, 'foliage': 8, 'practiced': 8, 'Budapest': 8, 'entails': 8, 'dismal': 8, 'Judy': 8, 'appraisal': 8, 'Le': 8, 'Francesca': 8, 'Kern': 8, 'preach': 8, 'engagements': 8, 'contests': 8, 'toys': 8, 'discarded': 8, 'pillow': 8, 'headlights': 8, 'unhappily': 8, 'Presidents': 8, 'uncommon': 8, 'simultaneous': 8, 'benches': 8, 'aide': 8, 'wreath': 8, 'monotonous': 8, 'outsiders': 8, 'confrontation': 8, 'encounters': 8, 'Camp': 8, 'Embassy': 8, 'negotiating': 8, 'brethren': 8, 'zeal': 8, 'duplication': 8, 'resembled': 8, 'delegate': 8, 'grips': 8, 'caliber': 8, 'boycott': 8, 'exaggerate': 8, 'restriction': 8, 'regulation': 8, 'survivors': 8, 'irrational': 8, '1914': 8, '1922': 8, 'artillery': 8, 'blunt': 8, 'staffs': 8, 'endure': 8, 'southward': 8, 'Considering': 8, 'confront': 8, 'gait': 8, 'Southerner': 8, 'raged': 8, 'notorious': 8, 'declaration': 8, 'boldly': 8, 'conspicuously': 8, 'dominate': 8, 'peril': 8, 'athlete': 8, '1938': 8, 'concede': 8, 'Airport': 8, 'sandwich': 8, 'strikingly': 8, 'weaker': 8, 'vines': 8, 'confided': 8, 'boom': 8, 'applicant': 8, 'Chancellor': 8, 'hunt': 8, 'statesmen': 8, '$300': 8, '1908': 8, 'provincial': 8, 'withdraw': 8, 'recruits': 8, 'volunteer': 8, 'eased': 8, 'toll-road': 8, 'speculative': 8, 'slumped': 8, 'mouths': 8, 'Wales': 8, 'lovers': 8, 'broaden': 8, 'Basic': 8, 'catalogue': 8, 'borne': 8, 'replacing': 8, 'bluff': 8, 'deaths': 8, 'dispatch': 8, 'buffalo': 8, 'prairie': 8, 'conquest': 8, 'westward': 8, "party's": 8, '2,000': 8, 'terrain': 8, 'militant': 8, 'Twice': 8, 'backing': 8, 'forceful': 8, 'patiently': 8, 'blindly': 8, 'humidity': 8, 'domes': 8, 'momentous': 8, 'bloody': 8, 'worthwhile': 8, 'complaints': 8, 'astonishing': 8, 'devise': 8, 'guarantees': 8, 'restoration': 8, 'predictable': 8, 'Bottom': 8, 'presses': 8, 'stimulating': 8, 'impartial': 8, 'unstable': 8, 'Presidency': 8, 'Meeting': 8, 'recommending': 8, 'straightforward': 8, 'junk': 8, 'calf': 8, 'wonders': 8, 'Imagine': 8, 'turtle': 8, 'Pam': 8, 'counters': 8, 'establishments': 8, 'sprung': 8, "You'd": 8, 'jammed': 8, 'bounce': 8, 'foe': 8, 'revival': 8, 'essays': 8, 'busily': 8, 'youngster': 8, 'thou': 8, 'usable': 8, 'blend': 8, 'crisp': 8, 'brighter': 8, 'releases': 8, 'financially': 8, 'reassurance': 8, 'Remove': 8, 'melancholy': 8, 'precaution': 8, 'undergraduates': 8, 'sleeves': 8, 'panting': 8, 'populations': 8, 'repeating': 8, 'articulate': 8, 'thief': 8, 'Prime': 8, 'granting': 8, 'se': 8, 'utilizing': 8, 'coldly': 8, 'grinding': 8, 'clarified': 8, 'premises': 8, 'advise': 8, 'bless': 8, 'slum': 8, 'Deep': 8, 'apportioned': 8, 'equals': 8, 'Connally': 8, 'perilous': 8, 'expose': 8, 'Inspector': 8, 'everlasting': 8, 'withheld': 8, 'focal': 8, 'directional': 8, 'stamp': 8, 'exploded': 8, 'Atomic': 8, 'footsteps': 8, 'Dead': 8, 'Marx': 8, 'qualification': 8, 'resemble': 8, 'accompaniment': 8, 'census': 8, 'reminder': 8, 'cardinal': 8, 'cynical': 8, 'inescapable': 8, 'Leaving': 8, 'Catholicism': 8, 'Orthodox': 8, 'irresistible': 8, 'spirited': 8, 'interpreter': 8, 'sympathies': 8, 'discontent': 8, 'ensure': 8, 'residue': 8, 'concealed': 8, 'removing': 8, 'kills': 8, 'imported': 8, 'technically': 8, 'saloons': 8, 'ancestry': 8, 'sailors': 8, 'Gradually': 8, 'evolved': 8, 'pathetic': 8, 'Draft': 8, 'plots': 8, 'chooses': 8, 'reciprocal': 8, 'wounds': 8, 'Von': 8, 'compelling': 8, 'Confrontation': 8, 'sophistication': 8, 'half-hour': 8, 'Need': 8, 'rust': 8, 'Snow': 8, 'absurdity': 8, 'minus': 8, 'cushion': 8, 'Lucia': 8, 'deer': 8, 'cooks': 8, 'relish': 8, 'poles': 8, "1920's": 8, 'interruption': 8, 'potentialities': 8, 'Strange': 8, 'authenticity': 8, 'architectural': 8, 'adherence': 8, 'Sonata': 8, 'Piano': 8, 'Op.': 8, 'unsuccessful': 8, 'impassioned': 8, 'rousing': 8, 'importantly': 8, 'seriousness': 8, 'scholarly': 8, 'Hitler': 8, 'wrath': 8, 'themes': 8, 'characterization': 8, 'possesses': 8, 'architects': 8, 'dashed': 8, "enemy's": 8, 'disadvantages': 8, 'glancing': 8, 'wicked': 8, 'deeds': 8, 'baroque': 8, 'traces': 8, 'cares': 8, 'deprived': 8, 'sticking': 8, 'singer': 8, 'agreeable': 8, 'Dance': 8, 'slack': 8, 'Really': 8, 'belts': 8, 'peers': 8, 'haunting': 8, 'cliff': 8, 'reminds': 8, 'thrusting': 8, 'observes': 8, "Didn't": 8, 'lone': 8, 'profoundly': 8, '600': 8, 'supplements': 8, 'canvases': 8, 'ash': 8, 'penetrated': 8, 'kindly': 8, 'flair': 8, 'charts': 8, 'satellite': 8, 'peer': 8, 'emancipation': 8, 'dwell': 8, 'mingled': 8, 'jokes': 8, 'motif': 8, 'foreseen': 8, 'weeping': 8, 'creeping': 8, 'Studies': 8, 'gracefully': 8, 'expresses': 8, 'Stravinsky': 8, 'Chien': 8, "poet's": 8, 'pills': 8, 'logs': 8, 'faulty': 8, 'stumbling': 8, 'relied': 8, 'Whoever': 8, 'compulsion': 8, 'downright': 8, 'distaste': 8, 'accidents': 8, 'calcium': 8, 'dispelled': 8, 'witches': 8, 'horns': 8, 'Surely': 8, 'unpaid': 8, 'excluded': 8, 'analogous': 8, '1861': 8, 'Universe': 8, 'Englishmen': 8, 'someday': 8, 'Faith': 8, 'embarrassment': 8, 'ecclesiastical': 8, 'spiral': 8, 'mortality': 8, 'Creator': 8, 'obey': 8, 'Unitarian': 8, 'Emerson': 8, 'accusing': 8, 'descended': 8, 'snarled': 8, 'bosom': 8, 'Saviour': 8, 'radiant': 8, 'mounts': 8, 'perpetual': 8, 'curtains': 8, 'symbolism': 8, 'diagrams': 8, 'Yin': 8, 'Near': 8, 'upside': 8, 'examinations': 8, 'recreational': 8, 'differentiation': 8, 'tolerance': 8, 'mentioning': 8, 'analyzing': 8, 'accidental': 8, 'realistically': 8, 'anguish': 8, 'repel': 8, 'avoidance': 8, 'insistent': 8, 'shaping': 8, 'dependable': 8, 'Seminary': 8, 'strains': 8, 'interdependent': 8, 'distilled': 8, 'attained': 8, 'Buddha': 8, 'yourselves': 8, 'mock': 8, 'Guideposts': 8, 'post-war': 8, 'Thornburg': 8, 'shield': 8, 'coupling': 8, 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'carrier': 8, 'lb': 8, 'stacked': 8, 'kilometer': 8, 'discernible': 8, 'ambiguity': 8, 'actuality': 8, 'stunned': 8, 'Vecchio': 8, 'flashlight': 8, 'slab': 8, 'peculiarly': 8, 'struggled': 8, 'Burns': 8, 'Jenny': 8, 'Wolfe': 8, 'telegram': 8, 'clocks': 8, 'messenger': 8, 'scrub': 8, 'slips': 8, 'Victorian': 8, 'erotic': 8, 'reversed': 8, 'bacon': 8, 'paradoxically': 8, 'Pulley': 8, 'tumors': 8, 'quacks': 8, 'orthodontic': 8, 'sucking': 8, 'embarrassed': 8, 'mourning': 8, 'Production': 8, 'pig': 8, 'secrecy': 8, 'sanctions': 8, 'propagation': 8, 'unnatural': 8, 'Juet': 8, 'aborigines': 8, 'fort': 8, 'modes': 8, 'companions': 8, 'illiterate': 8, 'homogeneous': 8, 'bias': 8, 'detectable': 8, 'Mel': 8, 'Frenchman': 8, 'stiffened': 8, 'pet': 8, 'peripheral': 8, 'Ivy': 8, 'knot': 8, 'afflicted': 8, 'scraped': 8, 'Victoria': 8, 'alibi': 8, "goin'": 8, 'aperture': 8, 'triumphantly': 8, 'knuckles': 8, 'pregnant': 8, 'automotive': 8, 'conflicting': 8, 'Palazzo': 8, 'staircase': 8, 'diminishing': 8, 'telegraph': 8, 'grandmother': 8, 'lower-class': 8, 'co-optation': 8, 'drawer': 8, 'civilizational': 8, 'crawling': 8, 'wandered': 8, "who's": 8, 'potters': 8, 'sunrise': 8, 'strangers': 8, 'agrarian': 8, 'disappearance': 8, 'Pollock': 8, 'knelt': 8, 'betrayed': 8, 'cyclist': 8, 'Poetics': 8, 'immediacy': 8, 'isolate': 8, 'prosperous': 8, 'X-ray': 8, 'utopian': 8, 'proprietorship': 8, 'martyr': 8, 'ontological': 8, 'Ptolemy': 8, 'Copernican': 8, 'Mamma': 8, 'Weston': 8, 'taut': 8, 'parliamentary': 8, "Mercer's": 8, "Hetman's": 8, 'accompany': 8, 'predispositions': 8, 'claimant': 8, 'multiplicity': 8, "Garibaldi's": 8, 'Strasbourg': 8, 'traps': 8, 'Athens': 8, 'ruins': 8, 'O.K.': 8, 'newt': 8, 'hips': 8, 'archaeological': 8, 'retreated': 8, 'haunted': 8, 'Doctrine': 8, 'farmhouse': 8, 'smoking': 8, 'hypothetical': 8, 'dystopias': 8, 'science-fiction': 8, "Malraux's": 8, 'fresco': 8, "Krim's": 8, 'surveying': 8, 'whereof': 8, 'sixty-one': 8, 'germanium': 8, 'notify': 8, 'allotments': 8, 'decreases': 8, '1040': 8, 'arcs': 8, 'kinetic': 8, 'parameters': 8, 'decreased': 8, '**yc': 8, 'capillary': 8, 'actives': 8, 'sorbed': 8, 'iodide': 8, 'micrometeorite': 8, 'meteorites': 8, 'bumblebees': 8, 'willow': 8, 'mouse': 8, 'interlobular': 8, 'thyroxine': 8, 'inhibit': 8, 'mg': 8, 'parasympathetic': 8, 'Theorem': 8, 'C-plane': 8, 'Ruanda-Urundi': 8, 'consonantal': 8, 'intonation': 8, 'phonemic': 8, 'Swadesh': 8, 'public-limit': 8, 'respondents': 8, 'respondent': 8, 'social-class': 8, 'tactual': 8, 'creek': 8, 'Barney': 8, 'Dorset': 8, 'frantically': 8, '24-hr.': 8, 'crystals': 8, '**yf': 8, 'foamed': 8, 'knitted': 8, 'restorative': 8, 'accelerometers': 8, 'jumping': 8, 'Papa-san': 8, 'winked': 8, 'chuckled': 8, 'Brandon': 8, 'slapped': 8, 'Jed': 8, 'yeah': 8, 'shoved': 8, 'muttering': 8, 'lotion': 8, "who'd": 8, 'impatiently': 8, 'clutching': 8, 'stool': 8, 'Lolotte': 8, 'Matson': 8, 'Beauclerk': 8, 'Nogol': 8, "Helva's": 8, 'veranda': 8, 'quirt': 8, 'Macklin': 8, "Curt's": 8, 'trunk': 8, 'Artie': 8, 'Robards': 8, 'Doaty': 8, 'Buzz': 8, 'Gratt': 8, 'Ryusenji': 8, 'Hamrick': 8, "Barco's": 8, 'workbench': 8, 'radish': 8, 'Welfare': 7, 'pricing': 7, 'Ala.': 7, '1923': 7, 'petitions': 7, 'resignation': 7, 'gubernatorial': 7, 'issuance': 7, '$50': 7, '$10': 7, 'legislator': 7, 'watered': 7, 'violate': 7, 'contractual': 7, 'enact': 7, 'con': 7, 'fare': 7, 'enlarged': 7, 'retarded': 7, 'certificate': 7, 'Paradise': 7, 'Signal': 7, 'preserving': 7, 'admitting': 7, 'Karns': 7, '24th': 7, '9th': 7, 'levy': 7, 'enlarge': 7, 'constructing': 7, 'doubling': 7, 'hailed': 7, 'Tex.': 7, 'Treaty': 7, 'tragedies': 7, 'relaxation': 7, 'deterrent': 7, 'facto': 7, 'cease-fire': 7, 'victories': 7, 'ban': 7, 'recipient': 7, 'coping': 7, 'assertion': 7, 'assisted': 7, 'enactment': 7, 'radios': 7, 'statutes': 7, 'grocery': 7, 'labor-management': 7, 'utilities': 7, 'dividing': 7, 'Martinelli': 7, 'Sr.': 7, 'carcass': 7, 'forum': 7, 'waged': 7, 'insult': 7, 'overwhelmingly': 7, 'Case': 7, 'repay': 7, 'Orange': 7, 'credits': 7, 'expedient': 7, 'retiring': 7, 'Representative': 7, 'Buckley': 7, 'scandals': 7, 'norm': 7, 'slums': 7, 'Question': 7, 'Same': 7, 'proposes': 7, 'Y.': 7, 'Questions': 7, 'Maurice': 7, 'Burke': 7, 'merchandising': 7, 'wholesale': 7, 'avenue': 7, 'occupying': 7, 'statues': 7, 'Delta': 7, 'troublesome': 7, 'Steel': 7, 'dwellings': 7, '$5': 7, 'Deputy': 7, 'pleaded': 7, 'probation': 7, 'teamsters': 7, 'ankles': 7, "car's": 7, 'organizing': 7, 'bowed': 7, 'agreeing': 7, 'congenial': 7, 'cooperating': 7, 'fruitful': 7, 'Whipple': 7, 'Grove': 7, '8,000': 7, 'lending': 7, 'fraud': 7, 'dismissal': 7, 'mails': 7, 'solo': 7, 'pitchers': 7, 'brisk': 7, 'Prior': 7, 'half-mile': 7, 'donated': 7, '110': 7, '37': 7, 'prevailed': 7, 'Happy': 7, 'stops': 7, 'collectors': 7, 'bang': 7, 'infield': 7, 'exotic': 7, 'Reno': 7, 'Olympic': 7, 'awaited': 7, 'Incidentally': 7, 'distressing': 7, 'crushing': 7, 'trailing': 7, 'Award': 7, 'Patricia': 7, 'switching': 7, 'Ted': 7, 'Golf': 7, 'charity': 7, 'floated': 7, 'confessed': 7, 'Nine': 7, 'collapse': 7, 'Cardinal': 7, 'recession': 7, 'imposing': 7, "club's": 7, "York's": 7, 'Benington': 7, 'faults': 7, 'fifteenth': 7, 'oats': 7, 'bestowed': 7, 'Leo': 7, 'Hamm': 7, 'Homer': 7, 'embassies': 7, 'smoothed': 7, 'Pakistan': 7, 'hinted': 7, "Russell's": 7, 'injection': 7, 'phones': 7, 'Nobel': 7, 'Everywhere': 7, 'cheer': 7, 'awaiting': 7, 'bum': 7, 'sporting': 7, 'motels': 7, 'Va.': 7, 'attendants': 7, 'lace': 7, 'Carter': 7, 'Shop': 7, 'bundles': 7, 'dessert': 7, 'Col.': 7, 'Troop': 7, 'invites': 7, 'Greater': 7, 'Nicholas': 7, 'Carnival': 7, 'jointly': 7, 'ballroom': 7, 'chic': 7, 'slippers': 7, 'roses': 7, 'threads': 7, 'choking': 7, 'damaged': 7, 'Annapolis': 7, 'Boy': 7, 'Work': 7, 'overlooked': 7, 'inefficient': 7, 'Simpkins': 7, 'totaled': 7, '33': 7, 'terrace': 7, 'reactor': 7, 'Canadian': 7, 'bail': 7, 'currency': 7, 'reproduced': 7, 'fastest': 7, 'narcotics': 7, 'posed': 7, 'mentions': 7, 'CTA': 7, 'Evanston': 7, 'Anna': 7, 'Funeral': 7, 'twin': 7, 'announcing': 7, 'Murphy': 7, 'Vientiane': 7, 'offensive': 7, 'confirmation': 7, 'Seattle': 7, 'Fidel': 7, 'obstacles': 7, 'affiliated': 7, 'sporadic': 7, 'integrate': 7, 'subdued': 7, 'cursing': 7, '5,000': 7, 'pensions': 7, 'fiery': 7, 'directing': 7, 'Burnside': 7, 'collision': 7, 'Beatrice': 7, 'potentially': 7, 'booked': 7, 'Aaron': 7, '69': 7, 'garbage': 7, 'valuation': 7, 'Fletcher': 7, 'Oliver': 7, 'alterations': 7, 'afloat': 7, 'Princeton': 7, 'spraying': 7, 'conservation': 7, 'forgetting': 7, 'middle-aged': 7, 'pilots': 7, "Hitler's": 7, 'rocket': 7, 'speck': 7, 'bolted': 7, 'persecution': 7, 'managing': 7, 'executives': 7, 'bluntly': 7, 'upturn': 7, '40%': 7, 'securities': 7, 'Read': 7, "1960's": 7, 'experiencing': 7, 'yields': 7, '10%': 7, 'Farmers': 7, 'tractors': 7, 'Nearly': 7, 'receipts': 7, 'taxable': 7, 'softened': 7, 'signing': 7, 'entirety': 7, 'subsidiary': 7, 'edged': 7, 'seasonal': 7, 'Marcus': 7, 'Down': 7, 'portrayal': 7, 'Leave': 7, 'monotony': 7, 'arches': 7, 'wrinkles': 7, 'combines': 7, 'accessories': 7, 'Days': 7, 'comprised': 7, 'buses': 7, 'Wells': 7, 'continents': 7, 'Register': 7, 'exchanged': 7, 'execute': 7, "Today's": 7, 'shrewd': 7, 'Colonial': 7, 'Solid': 7, 'pursuing': 7, 'trumpet': 7, 'redhead': 7, 'sampled': 7, 'Operation': 7, 'strive': 7, 'uphold': 7, '7:30': 7, 'Imperial': 7, 'vulgar': 7, 'peasant': 7, 'harmonies': 7, 'listing': 7, 'summed': 7, 'greet': 7, 'sculptures': 7, 'solving': 7, 'haze': 7, 'Nikita': 7, 'concessions': 7, 'deliberations': 7, 'reluctantly': 7, 'cancel': 7, 'biology': 7, 'accomplishment': 7, 'generosity': 7, 'wasteful': 7, 'riot': 7, 'temperament': 7, 'salaries': 7, 'Religious': 7, 'disputes': 7, 'provoked': 7, 'attributable': 7, 'defective': 7, 'abuses': 7, 'evoked': 7, 'inform': 7, 'govern': 7, 'evaluating': 7, 'denounced': 7, 'regulated': 7, 'exemption': 7, 'Gore': 7, 'erupted': 7, 'fronts': 7, 'Lexington': 7, "Year's": 7, 'Study': 7, 'flatly': 7, 'Mister': 7, 'inferior': 7, 'chore': 7, 'disappointing': 7, 'Starting': 7, 'paces': 7, 'backgrounds': 7, 'incredibly': 7, 'broadened': 7, 'kidding': 7, 'fierce': 7, "ladies'": 7, 'socks': 7, 'Adlai': 7, 'tapped': 7, 'exhaust': 7, 'gaudy': 7, 'headlines': 7, 'bargain': 7, 'barge': 7, 'revenge': 7, 'skins': 7, 'beatnik': 7, 'Conant': 7, 'lure': 7, 'reign': 7, 'ancestor': 7, 'commencing': 7, 'ruthless': 7, '25,000': 7, 'indefinite': 7, 'colonies': 7, 'Tshombe': 7, 'commenced': 7, 'blamed': 7, 'uniformed': 7, 'Mediterranean': 7, 'surged': 7, 'Things': 7, 'Success': 7, 'rosy': 7, 'calculating': 7, 'Follow': 7, 'hopelessly': 7, 'plight': 7, 'wary': 7, 'multiplying': 7, 'discriminating': 7, 'repeal': 7, 'builds': 7, 'sanitation': 7, "Company's": 7, 'Caribbean': 7, 'uncovered': 7, 'vanity': 7, 'confines': 7, 'breathe': 7, 'inference': 7, 'provocative': 7, 'salami': 7, 'unbroken': 7, 'sipping': 7, 'links': 7, 'dealings': 7, 'chatter': 7, 'Italians': 7, 'anarchy': 7, 'misplaced': 7, 'triggered': 7, 'experimentally': 7, 'Shadow': 7, 'symptomatic': 7, 'Dag': 7, 'consensus': 7, 'pinched': 7, 'Problems': 7, 'fashioned': 7, 'Key': 7, 'underneath': 7, 'sands': 7, 'Juan': 7, "farmer's": 7, 'innovation': 7, 'hurricane': 7, 'sighted': 7, "Washington's": 7, 'dunes': 7, 'Joint': 7, 'countryside': 7, 'Ellis': 7, 'Tammany': 7, 'elephant': 7, 'Batista': 7, 'immigration': 7, 'postcard': 7, 'Competition': 7, 'axes': 7, 'U.S.S.R.': 7, 'retaining': 7, 'heretofore': 7, 'warmly': 7, 'grey': 7, 'echoed': 7, 'grudge': 7, 'envy': 7, 'shrill': 7, 'obscured': 7, 'stranded': 7, 'endlessly': 7, 'heir': 7, 'old-fashioned': 7, 'woven': 7, 'Hardly': 7, 'sunshine': 7, 'gravely': 7, 'Nashville': 7, 'incidentally': 7, 'cruising': 7, 'enlightened': 7, 'courtesy': 7, 'hunch': 7, 'Physical': 7, 'Dear': 7, 'coloring': 7, 'immature': 7, 'depicted': 7, 'CDC': 7, 'participates': 7, 'illustrates': 7, 'fascinated': 7, 'hysteria': 7, 'postpone': 7, 'unwilling': 7, 'Ring': 7, 'Sing': 7, 'prisoner': 7, 'confinement': 7, 'locks': 7, 'IBM': 7, 'nostalgia': 7, 'recalling': 7, 'Scriptures': 7, 'comprehension': 7, 'Congregational': 7, 'tapered': 7, 'oval': 7, 'tan': 7, 'brushes': 7, 'brushing': 7, 'crowned': 7, 'disorders': 7, 'cerebral': 7, 'Turn': 7, 'discs': 7, 'narrower': 7, 'fifties': 7, 'straining': 7, 'wisely': 7, 'distortion': 7, 'visions': 7, 'desperation': 7, 'commend': 7, 'abolition': 7, 'packaging': 7, 'Engineering': 7, 'futility': 7, 'disagree': 7, 'self-determination': 7, 'burdens': 7, 'certified': 7, 'Twenty': 7, 'terraces': 7, 'contemplate': 7, 'immunity': 7, 'reservation': 7, 'subway': 7, 'alley': 7, 'polite': 7, 'Schuylkill': 7, 'exploding': 7, 'install': 7, 'sentiments': 7, 'hymn': 7, 'premise': 7, 'sixty-five': 7, 'departures': 7, 'graveyard': 7, 'hanged': 7, 'Karl': 7, 'corpse': 7, 'credo': 7, 'embodied': 7, 'discomfort': 7, 'intake': 7, 'Pauling': 7, 'Magazine': 7, 'concentrating': 7, 'insufficient': 7, 'generalizations': 7, 'yearning': 7, 'sympathize': 7, 'reassuring': 7, 'persists': 7, 'plentiful': 7, 'unmistakable': 7, 'Taiwan': 7, 'Mao': 7, 'starvation': 7, 'defy': 7, 'undertook': 7, 'Tibet': 7, 'inhuman': 7, 'arrives': 7, 'gestures': 7, 'rags': 7, 'emergencies': 7, 'cycles': 7, 'motionless': 7, '$200': 7, 'origins': 7, 'portraits': 7, 'ugliness': 7, 'strangely': 7, 'Twentieth': 7, 'bureaucracy': 7, 'Molotov': 7, 'suspicions': 7, 'maneuvers': 7, 'broadcasts': 7, 'McCarthy': 7, 'communicating': 7, 'experimenting': 7, 'edited': 7, 'flattered': 7, 'publisher': 7, "Charles'": 7, 'Brahms': 7, 'tunes': 7, 'Spain': 7, 'sincerely': 7, 'bony': 7, 'magnificently': 7, 'reinforced': 7, 'wink': 7, 'newcomer': 7, 'topped': 7, 'large-scale': 7, 'idiom': 7, 'Victory': 7, 'battles': 7, 'myriad': 7, 'careless': 7, 'exuberant': 7, 'stamped': 7, 'overcomes': 7, 'blaze': 7, 'Jen': 7, 'novelties': 7, 'whipping': 7, 'sensibility': 7, 'numbering': 7, 'scratched': 7, 'Yorker': 7, 'noteworthy': 7, 'mildly': 7, 'concluding': 7, 'tart': 7, 'Kennan': 7, 'revolutions': 7, 'negotiated': 7, "author's": 7, 'endowed': 7, 'talented': 7, 'torso': 7, 'ballads': 7, 'linger': 7, 'digging': 7, 'symphonic': 7, 'tonal': 7, 'Elizabethan': 7, 'equivalents': 7, 'superficial': 7, 'inexperienced': 7, 'chord': 7, 'Together': 7, 'Going': 7, 'ballad': 7, 'generate': 7, 'Ferguson': 7, 'mores': 7, 'lyrical': 7, '1929': 7, 'raucous': 7, 'expressive': 7, 'invent': 7, 'irritation': 7, 'recorder': 7, 'conclusively': 7, 'Call': 7, 'hesitation': 7, 'tricks': 7, 'chronological': 7, 'trusts': 7, 'dignified': 7, 'strides': 7, 'Sponsor': 7, 'assimilation': 7, "artist's": 7, 'Gloucester': 7, 'mysteries': 7, 'galaxies': 7, 'hopefully': 7, 'rays': 7, 'gases': 7, 'enclosure': 7, 'responds': 7, 'depart': 7, 'fortified': 7, 'raining': 7, 'traveler': 7, 'illusions': 7, 'reproduce': 7, 'hotter': 7, 'Nice': 7, 'mansion': 7, 'mint': 7, 'Swedish': 7, 'Suite': 7, 'weekends': 7, 'lakes': 7, 'Clerfayt': 7, 'discourse': 7, 'liberties': 7, 'beast': 7, 'morally': 7, 'Napoleon': 7, 'calories': 7, 'spoilage': 7, 'concentrates': 7, 'powdered': 7, 'inventor': 7, 'coronary': 7, 'prey': 7, 'fostered': 7, 'fatty': 7, 'correspond': 7, 'emptied': 7, 'superstition': 7, 'filthy': 7, "Bultmann's": 7, 'unavoidable': 7, 'flock': 7, 'despise': 7, 'Whitehead': 7, 'exclude': 7, 'popularly': 7, 'implying': 7, 'utmost': 7, 'mapping': 7, 'thy': 7, 'lord': 7, 'dominion': 7, 'disobedience': 7, 'offspring': 7, 'factual': 7, 'alarmed': 7, 'spiritually': 7, 'ministry': 7, 'joys': 7, 'amusement': 7, 'dubious': 7, 'diversion': 7, 'refuge': 7, 'stimulated': 7, 'emperor': 7, 'Membership': 7, 'Supper': 7, 'preparatory': 7, 'inactive': 7, 'exclusion': 7, 'Jerusalem': 7, 'prohibited': 7, 'prevail': 7, 'precautions': 7, 'unrelated': 7, 'Real': 7, 'restrictive': 7, 'securing': 7, "client's": 7, 'blizzard': 7, 'snows': 7, 'swell': 7, 'obeyed': 7, 'approximation': 7, 'patriot': 7, 'Hopkins': 7, 'generating': 7, 'manipulation': 7, 'monastic': 7, 'beckoned': 7, 'hears': 7, 'mailing': 7, 'Marina': 7, 'Undoubtedly': 7, 'skiing': 7, 'Bench': 7, 'elbows': 7, 'symmetry': 7, 'thighs': 7, 'glaring': 7, 'sprinkling': 7, 'phosphate': 7, 'blossoms': 7, 'reputable': 7, 'acids': 7, 'terrifying': 7, 'vulnerability': 7, 'Titan': 7, 'airborne': 7, 'Large': 7, 'photography': 7, 'performer': 7, 'Quartet': 7, 'cite': 7, 'fidelity': 7, 'multiplied': 7, 'alteration': 7, 'easiest': 7, 'pacing': 7, 'Finals': 7, 'sensing': 7, 'fishermen': 7, 'motors': 7, 'terrified': 7, 'Manufacturers': 7, 'nomenclature': 7, 'sloping': 7, "1/8''": 7, 'lifting': 7, 'cylinders': 7, 'piston': 7, 'Hoot': 7, 'masculine': 7, 'Direct': 7, 'trotted': 7, '2:37': 7, 'antelope': 7, 'shortened': 7, 'tallyho': 7, 'Heat': 7, 'ink': 7, 'cured': 7, 'tablespoons': 7, 'oven': 7, 'ledger': 7, 'predominantly': 7, 'landmarks': 7, 'formations': 7, 'Sophia': 7, 'diamonds': 7, 'chilled': 7, 'knives': 7, 'Years': 7, 'Score': 7, 'frankfurters': 7, 'drained': 7, 'molds': 7, 'bending': 7, 'strand': 7, 'curved': 7, 'Hold': 7, 'glue': 7, 'flooring': 7, 'rag': 7, 'Body': 7, 'breadth': 7, 'hereby': 7, 'rigorous': 7, 'gatherings': 7, 'protesting': 7, 'brutal': 7, 'dripping': 7, 'pipes': 7, 'penetrate': 7, 'Animals': 7, 'slopes': 7, 'skeptical': 7, 'high-pitched': 7, 'beset': 7, 'transform': 7, 'moods': 7, 'recognizable': 7, 'Horse': 7, 'lessening': 7, 'mercury': 7, 'mouthpiece': 7, 'submerged': 7, "Oersted's": 7, 'banished': 7, 'voltaic': 7, '1819': 7, 'magnetism': 7, 'Electrical': 7, 'diarrhea': 7, 'incidence': 7, 'lambs': 7, 'intensification': 7, 'distributor': 7, 'economies': 7, 'examining': 7, 'accreditation': 7, 'Recreation': 7, 'Thanksgiving': 7, 'Present': 7, 'consultants': 7, 'Automobile': 7, 'wandering': 7, 'Approximately': 7, 'liability': 7, 'styrene': 7, 'dominates': 7, 'acetate': 7, 'openings': 7, 'stud': 7, 'unload': 7, 'clinging': 7, 'squat': 7, 'twenty-one': 7, 'wiser': 7, 'nickel': 7, 'charting': 7, 'impaired': 7, 'relate': 7, 'rehearsed': 7, 'gazed': 7, 'crashing': 7, 'invisible': 7, 'deja': 7, 'vue': 7, 'concurrent': 7, 'nutrition': 7, 'Montpelier': 7, 'wiry': 7, 'Somers': 7, 'gadgets': 7, 'vaginal': 7, 'orgasm': 7, 'Diana': 7, 'Harrington': 7, 'Jelke': 7, 'Shaefer': 7, 'disorder': 7, 'proxy': 7, 'elastic': 7, 'twins': 7, 'intuitive': 7, 'odors': 7, 'irons': 7, 'rented': 7, "Wasn't": 7, 'unavailable': 7, 'regards': 7, 'ascertain': 7, 'condemnation': 7, 'fragmentary': 7, 'cabins': 7, 'twenty-three': 7, 'Snelling': 7, 'annoyed': 7, 'laundering': 7, "Sherman's": 7, 'lore': 7, 'collector': 7, 'analyst': 7, 'rattling': 7, 'earthquakes': 7, 'Goulding': 7, 'platoon': 7, 'ambush': 7, 'barefoot': 7, 'appreciably': 7, 'graduating': 7, 'bathed': 7, 'rusty': 7, 'Blood': 7, 'scraping': 7, 'Winter': 7, 'brandy': 7, 'bucket': 7, 'aeration': 7, 'Hanoverian': 7, 'conveniently': 7, 'Giles': 7, 'typing': 7, "1930's": 7, 'cosmetics': 7, 'Cattle': 7, 'ranchers': 7, 'choked': 7, 'stir': 7, 'discontinued': 7, 'faintly': 7, 'cracks': 7, 'bruised': 7, 'spin': 7, 'pony': 7, 'prevails': 7, 'preferences': 7, 'pretend': 7, 'postulated': 7, 'polar': 7, 'deterministic': 7, 'self-certainty': 7, 'infringement': 7, 'conceal': 7, 'procedural': 7, 'royalty': 7, 'withholding': 7, 'Dei': 7, 'facade': 7, 'Corso': 7, 'callous': 7, 'trapped': 7, 'instinctively': 7, 'congregational': 7, 'recruitment': 7, 'nonetheless': 7, 'displeased': 7, 'Rooney': 7, 'tails': 7, 'Menshikov': 7, 'Kyoto': 7, 'Celtic': 7, 'arena': 7, 'restraining': 7, 'frail': 7, 'Base': 7, 'screeching': 7, 'squall': 7, 'aborigine': 7, 'boulder': 7, 'patted': 7, 'eyelids': 7, 'Frankfurt': 7, 'Palestine': 7, 'refugee': 7, '1832': 7, 'urbanization': 7, 'ambiguities': 7, 'perceptual': 7, 'excitedly': 7, 'organisms': 7, 'Venice': 7, 'cautiously': 7, 'epithets': 7, 'wretched': 7, 'quivering': 7, 'exalted': 7, 'Slowly': 7, 'warriors': 7, 'longed': 7, 'punished': 7, 'defiance': 7, 'configuration': 7, 'n': 7, 'dispersed': 7, 'diffraction': 7, 'rendezvous': 7, 'accruing': 7, 'Shylock': 7, 'activation': 7, 'knight': 7, 'simulated': 7, 'Duclos': 7, 'stack': 7, 'speculate': 7, 'spherical': 7, 'terrestrial': 7, 'discrete': 7, 'Rabbi': 7, 'Olgivanna': 7, 'awaken': 7, 'writ': 7, 'eyed': 7, 'Lilian': 7, 'Heard': 7, 'trousers': 7, 'chimney': 7, 'Molesworth': 7, 'Succession': 7, 'maximization': 7, "Shelley's": 7, 'grinning': 7, 'Rhine': 7, 'streaming': 7, 'surrendered': 7, 'Meynell': 7, 'wearily': 7, 'Fe': 7, 'suppression': 7, 'Tessie': 7, 'Saxons': 7, 'quarry': 7, 'apron': 7, 'dystopian': 7, 'Seems': 7, "Patchen's": 7, 'hunted': 7, 'Interest': 7, 'aggregate': 7, 'follow-up': 7, 'Plantations': 7, 'hereunto': 7, 'pathology': 7, 'Illustration': 7, 'consequent': 7, 'resistors': 7, 'bulb': 7, 'diaphragm': 7, 'Yugoslav': 7, 'trustee': 7, 'restraints': 7, 'bidding': 7, 'Gibbs': 7, 'Darling': 7, 'parameter': 7, 'symmetric': 7, 'surface-active': 7, 'soiled': 7, 'photochemical': 7, 'meteoritic': 7, 'aerosol': 7, 'chromatography': 7, 'centrifuged': 7, 'hr': 7, 'queens': 7, 'beebread': 7, 'Andrena': 7, 'supportive': 7, 'Summary': 7, 'denotes': 7, 'cf.': 7, 'gall': 7, 'dilution': 7, 'cortex': 7, 'vectors': 7, 'subspace': 7, 'marksman': 7, 'Lemma': 7, 'quadric': 7, 'equate': 7, 'regression': 7, 'Brandywine': 7, 'hebephrenic': 7, 'semantic': 7, 'lookup': 7, 'syllables': 7, 'declarative': 7, 'Yokuts': 7, 'verbs': 7, 'indices': 7, 'bottoms': 7, '203': 7, 'referrals': 7, 'positivist': 7, 'Vermejo': 7, 'oak': 7, "More's": 7, 'wallpaper': 7, 'flatness': 7, 'Costaggini': 7, 'Kitty': 7, 'Hawk': 7, 'Mussorgsky': 7, 'exit': 7, 'Expectations': 7, 'hammer': 7, 'elbow': 7, 'Define': 7, 'DIOCS': 7, 'ponds': 7, 'algae': 7, 'protozoa': 7, 'stalked': 7, 'Mines': 7, 'polyether': 7, 'photocathode': 7, 'darkened': 7, 'shout': 7, 'errand': 7, 'clutched': 7, 'taller': 7, 'peaked': 7, 'goddamn': 7, 'Rebel': 7, 'Kahler': 7, 'hawk': 7, 'lump': 7, 'groped': 7, 'hallway': 7, 'Flannagan': 7, 'glare': 7, 'hugging': 7, 'cough': 7, 'slacks': 7, 'Geely': 7, 'Gibby': 7, 'Paxton': 7, 'Willings': 7, 'Mullins': 7, "Meeker's": 7, "Nick's": 7, 'slick': 7, '1105': 7, 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'anti-party': 5, 'journals': 5, "People's": 5, 'sickness': 5, 'liquidated': 5, 'Koreans': 5, 'Minutemen': 5, 'supremacy': 5, 'unloaded': 5, 'second-rate': 5, 'tariff': 5, 'Europeans': 5, 'O.E.C.D.': 5, 'Join': 5, 'age-old': 5, 'Philosophy': 5, 'disrupted': 5, 'Flying': 5, 'SR': 5, 'Personally': 5, 'invaluable': 5, 'abused': 5, 'rounding': 5, 'Nathan': 5, 'Concerto': 5, 'slashing': 5, 'noblest': 5, 'spitting': 5, 'lets': 5, 'cradle': 5, 'Dietrich': 5, 'operatic': 5, 'devastating': 5, 'planks': 5, 'kitchens': 5, 'tangled': 5, 'brigadier': 5, 'gaunt': 5, 'excellently': 5, 'richness': 5, 'buff': 5, 'teens': 5, 'unfolding': 5, 'Tucker': 5, 'sundry': 5, 'percussive': 5, 'clattered': 5, "artists'": 5, 'Xydis': 5, 'priorities': 5, 'commanders': 5, 'identifiable': 5, 'cliches': 5, 'proficient': 5, 'shriek': 5, 'belligerent': 5, 'Musical': 5, 'Christopher': 5, 'whispering': 5, 'sparkling': 5, 'touring': 5, 'virtual': 5, 'profess': 5, 'plunge': 5, 'Silence': 5, 'admirably': 5, 'metaphor': 5, 'utterance': 5, 'artistically': 5, 'puny': 5, 'vices': 5, 'complications': 5, "Roosevelt's": 5, 'justly': 5, 'jagged': 5, 'Yugoslavia': 5, 'prescribe': 5, 'impeded': 5, 'limbs': 5, 'incidental': 5, 'lush': 5, 'melodic': 5, 'technician': 5, 'smoothness': 5, 'revivals': 5, 'countrymen': 5, 'Couperin': 5, 'concertos': 5, 'rococo': 5, 'shakes': 5, 'baritone': 5, 'chuckle': 5, 'tread': 5, 'attentive': 5, 'lenses': 5, 'Beautiful': 5, 'haunches': 5, 'Baby': 5, 'delicacy': 5, 'timid': 5, 'relaxing': 5, '53': 5, 'premiere': 5, 'arresting': 5, 'transposed': 5, 'mindful': 5, 'accents': 5, 'Nagrin': 5, 'triumphant': 5, 'obscurity': 5, 'Milk': 5, 'Rall': 5, 'pictorial': 5, 'otter': 5, 'basin': 5, 'lobes': 5, 'widened': 5, "Moliere's": 5, 'Wives': 5, 'Arnolphe': 5, 'Seigner': 5, 'sensuality': 5, 'Gone': 5, 'Eh': 5, 'Elman': 5, 'truthfully': 5, 'out-of-doors': 5, 'heroine': 5, 'Apollo': 5, 'pas': 5, 'astonishingly': 5, 'zest': 5, "horse's": 5, 'indecision': 5, 'mastered': 5, 'platforms': 5, "Sloan's": 5, 'chronology': 5, 'superseded': 5, 'palette': 5, 'hatching': 5, 'roofs': 5, '1915': 5, 'sojourn': 5, 'Lyttleton': 5, 'receding': 5, 'whistling': 5, 'contends': 5, 'happenings': 5, 'illuminating': 5, 'lawns': 5, 'Parks': 5, 'balcony': 5, 'volatile': 5, 'refinements': 5, 'ignores': 5, 'astonishment': 5, 'Byzantine': 5, 'self-consciousness': 5, 'avant-garde': 5, 'relentless': 5, 'enterprising': 5, 'planting': 5, 'Nature': 5, 'Late': 5, 'glinting': 5, 'staccato': 5, 'indoors': 5, 'commentary': 5, 'upper-middle-class': 5, 'Staten': 5, 'cart': 5, 'overweight': 5, 'buzz': 5, 'Corinthian': 5, 'poking': 5, 'Off': 5, 'Portago': 5, 'aimless': 5, 'tuberculosis': 5, 'Lillian': 5, 'limb': 5, 'existent': 5, 'insignificant': 5, 'transported': 5, 'mystical': 5, 'formulae': 5, 'tenacity': 5, 'surround': 5, 'one-tenth': 5, 'dispose': 5, 'directs': 5, 'spans': 5, 'lingering': 5, 'Medicine': 5, 'immoral': 5, 'appestat': 5, 'insecurity': 5, 'chemically': 5, 'crystalline': 5, 'materially': 5, 'inquiring': 5, 'witch': 5, 'disintegration': 5, 'evokes': 5, 'designate': 5, 'Devil': 5, 'adhered': 5, 'Greeks': 5, 'richly': 5, 'Barth': 5, 'tenth': 5, '260': 5, 'primeval': 5, 'portrays': 5, 'eternity': 5, 'oyster': 5, 'envied': 5, 'temporal': 5, 'sting': 5, '1845': 5, 'indelible': 5, 'posterity': 5, 'penance': 5, 'Channing': 5, 'rod': 5, 'prophecy': 5, 'reminding': 5, 'Almighty': 5, 'bishops': 5, 'pope': 5, 'deceived': 5, 'suffused': 5, 'endeavor': 5, 'comprehend': 5, 'begotten': 5, 'avenues': 5, 'bedside': 5, 'warts': 5, '30%': 5, 'Watch': 5, 'mania': 5, 'psalmist': 5, 'warlike': 5, 'wailing': 5, 'Classical': 5, 'dynasty': 5, 'despotism': 5, 'divergent': 5, 'fullest': 5, 'arbitrarily': 5, 'symbolically': 5, 'activated': 5, 'harmonious': 5, 'tendencies': 5, 'reverence': 5, 'Directions': 5, 'ascribed': 5, 'Universal': 5, 'equated': 5, 'enrich': 5, 'justifiably': 5, 'Welcome': 5, 'confuse': 5, 'defines': 5, 'interfaith': 5, 'affecting': 5, 'occasioned': 5, 'authoritarian': 5, 'prominence': 5, 'Ceylon': 5, 'Cairo': 5, 'prevalent': 5, 'repelled': 5, 'risks': 5, 'imputed': 5, 'worlds': 5, 'contingencies': 5, "anyone's": 5, 'incur': 5, 'clothed': 5, 'self-evident': 5, 'ambivalence': 5, 'oneself': 5, 'stricken': 5, 'respectability': 5, 'Realtors': 5, 'minimized': 5, 'Discussion': 5, 'equity': 5, 'professions': 5, 'professed': 5, 'discouraging': 5, 'counterpoint': 5, 'generalize': 5, 'lowering': 5, 'Walt': 5, 'comply': 5, 'fearless': 5, 'insuring': 5, 'doctrines': 5, 'Ephesians': 5, 'amen': 5, 'instantaneous': 5, 'astounding': 5, 'Courts': 5, 'ready-made': 5, 'barbell': 5, 'gotta': 5, 'affords': 5, 'Leg': 5, 'Clean': 5, 'beauties': 5, 'encourages': 5, 'buds': 5, 'avocados': 5, 'pulp': 5, 'refrigerated': 5, 'nutrients': 5, 'appreciable': 5, 'vitamin': 5, 'dietary': 5, 'vibration': 5, 'Nuclear': 5, 'stealth': 5, 'ideally': 5, 'committing': 5, 'perfected': 5, 'obsolete': 5, 'priceless': 5, 'Curzon': 5, 'faithfully': 5, 'vanish': 5, 'Dog': 5, 'Aids': 5, 'Judging': 5, 'kitten': 5, 'pets': 5, 'horsepower': 5, 'wherein': 5, "water's": 5, 'widths': 5, "12''": 5, 'left-hand': 5, 'drilled': 5, 'spacers': 5, 'Number': 5, 'slots': 5, 'underside': 5, 'accessible': 5, 'triangular': 5, "'round": 5, 'multiplication': 5, 'boring': 5, 'irregularly': 5, 'axle': 5, 'Dale': 5, 'Fury': 5, 'Caper': 5, 'thrived': 5, 'fine-looking': 5, 'Faber': 5, 'Martha': 5, 'Rich': 5, 'baffled': 5, 'Demon': 5, 'buck': 5, 'scales': 5, 'Remington': 5, 'edible': 5, 'Magnums': 5, 'recoil': 5, 'cartridges': 5, 'single-shot': 5, 'brakes': 5, 'scabbard': 5, 'hunters': 5, 'Colt': 5, 'creaking': 5, 'orchards': 5, 'hamper': 5, 'medicines': 5, 'primacy': 5, 'peninsula': 5, 'tilt': 5, 'ripple': 5, 'roasted': 5, 'walnuts': 5, 'nuisance': 5, 'pies': 5, 'apples': 5, 'expanse': 5, 'photo': 5, 'mischief': 5, 'carriages': 5, 'Istanbul': 5, 'disappearing': 5, 'Bosphorus': 5, 'Turks': 5, 'bazaar': 5, 'plastered': 5, 'Hippodrome': 5, 'obelisk': 5, 'pillars': 5, 'towers': 5, 'sauces': 5, 'hibachi': 5, 'unbreakable': 5, 'Simple': 5, 'sausages': 5, 'popping': 5, 'chili': 5, 'Makes': 5, 'chunks': 5, 'craters': 5, 'Creek-Turn': 5, 'lids': 5, 'candles': 5, 'marker': 5, 'Hotei': 5, 'one-inch': 5, 'chines': 5, 'rip': 5, 'installing': 5, 'drains': 5, 'Available': 5, 'timbers': 5, 'inspector': 5, 'radial': 5, 'securely': 5, 'Feed': 5, 'reversing': 5, 'Newburyport': 5, 'Salisbury': 5, 'Jonathan': 5, 'Deer': 5, 'Commonwealth': 5, '1810': 5, '1793': 5, 'piers': 5, 'navigation': 5, 'roadway': 5, '1868': 5, 'Philippi': 5, 'retreating': 5, 'Grafton': 5, 'carving': 5, 'colder': 5, 'dictated': 5, 'pertaining': 5, 'trunks': 5, 'enjoined': 5, 'latitude': 5, 'refreshed': 5, 'conditioners': 5, 'caves': 5, 'encroachment': 5, 'checking': 5, 'laissez-faire': 5, 'mistress': 5, 'fluent': 5, 'novelty': 5, 'homogeneity': 5, 'shabby': 5, 'washes': 5, 'easel': 5, 'burnt': 5, 'connotation': 5, 'athletes': 5, 'laboratories': 5, 'microscopic': 5, 'sonar': 5, 'receivers': 5, 'boyhood': 5, 'surveyor': 5, 'lodging': 5, 'divisive': 5, "host's": 5, 'fertile': 5, 'disorganized': 5, 'reckon': 5, 'faculties': 5, 'esteem': 5, 'fuse': 5, 'polarity': 5, 'scours': 5, 'severity': 5, 'Aureomycin': 5, 'infections': 5, 'milligram': 5, 'calves': 5, 'consuming': 5, 'Caution': 5, 'Increased': 5, 'enhance': 5, 'Technical': 5, 'qualitative': 5, 'beverage': 5, 'politeness': 5, 'extant': 5, 'refuses': 5, 'shortsighted': 5, 'uninterrupted': 5, 'vending': 5, 'relying': 5, 'checkbook': 5, 'alleviate': 5, 'migration': 5, 'comforts': 5, 'fights': 5, 'turbine': 5, 'badge': 5, 'evaluations': 5, 'Oakwood': 5, 'shocks': 5, 'gallon': 5, 'bugs': 5, 'entrenched': 5, 'chipping': 5, 'polyester': 5, 'shielded': 5, 'opaque': 5, 'Lumber': 5, 'unitized': 5, 'unloading': 5, 'high-priced': 5, 'bricks': 5, 'lofty': 5, 'seating': 5, 'cute': 5, 'programming': 5, 'perverse': 5, 'linguistics': 5, 'psychiatric': 5, 'psychiatrists': 5, 'psychotherapy': 5, 'flags': 5, 'stressing': 5, 'poisonous': 5, 'vile': 5, 'raids': 5, 'Vesole': 5, 'paradise': 5, 'Seaman': 5, 'beacon': 5, 'wakeful': 5, 'perpetuate': 5, 'escorted': 5, 'orator': 5, 'Finding': 5, 'northward': 5, 'labored': 5, 'Barre': 5, 'Englander': 5, 'Waco': 5, 'safer': 5, 'one-man': 5, 'meadows': 5, 'hazy': 5, 'serenity': 5, 'Find': 5, 'forestall': 5, 'needless': 5, 'caresses': 5, 'physicians': 5, 'anterior': 5, 'facilitate': 5, 'censorship': 5, 'bump': 5, 'ironing': 5, 'Farouk': 5, 'gushed': 5, 'gamblers': 5, 'decorated': 5, '2000': 5, 'chloride': 5, 'twirling': 5, 'prescription': 5, 'Stephens': 5, 'prosecuted': 5, 'suck': 5, 'Susie': 5, 'appliance': 5, 'disrupt': 5, 'experimenter': 5, 'Conversely': 5, 'empirically': 5, 'Z': 5, 'intrinsic': 5, 'locality': 5, 'hail': 5, 'corpses': 5, 'legally': 5, 'corpus': 5, 'catharsis': 5, 'recollection': 5, 'Czechoslovakia': 5, 'Final': 5, 'clenched': 5, 'Pole': 5, "ship's": 5, 'patched': 5, 'sworn': 5, 'Forks': 5, 'Kingston': 5, 'Daer': 5, 'Lucian': 5, '1844': 5, 'thicker': 5, 'figurative': 5, 'Yank': 5, 'stationed': 5, 'Rebs': 5, 'stereotyped': 5, 'ass': 5, 'rationalize': 5, 'analysts': 5, 'acutely': 5, 'shudder': 5, 'Cicero': 5, 'lethal': 5, 'waiters': 5, '1909': 5, "O'Connor": 5, 'buckle': 5, 'proliferation': 5, 'catastrophic': 5, 'swivel': 5, 'Custer': 5, 'troopers': 5, 'hurling': 5, 'battlefield': 5, 'graphic': 5, 'oppressed': 5, 'abreast': 5, 'reputed': 5, 'backwoods': 5, 'decisively': 5, 'rattle': 5, 'thumping': 5, 'shutters': 5, 'blackened': 5, 'siege': 5, 'Educational': 5, 'Scientific': 5, 'beards': 5, 'ancestral': 5, 'academically': 5, 'generates': 5, 'Fran': 5, 'coolness': 5, 'Tobacco': 5, 'poker': 5, 'proverb': 5, 'glycerine': 5, 'steeped': 5, 'inscrutable': 5, 'allowable': 5, 'chilling': 5, 'humane': 5, 'furious': 5, 'apologized': 5, 'appointees': 5, 'Ideas': 5, 'debated': 5, 'shrine': 5, 'tenant': 5, 'cropped': 5, 'chopping': 5, 'ax': 5, 'factions': 5, 'punch': 5, 'Penn': 5, 'corral': 5, 'inquest': 5, "Morse's": 5, 'Fleet': 5, 'rhetoric': 5, 'hardships': 5, 'consolidated': 5, 'soybeans': 5, 'constituent': 5, 'locust': 5, 'fibrous': 5, 'stony': 5, 'hosses': 5, "givin'": 5, 'lieu': 5, 'resorted': 5, 'hoss': 5, 'Loveless': 5, 'fetch': 5, 'thickly': 5, 'stamping': 5, 'ducked': 5, 'scant': 5, 'Likewise': 5, 'inn': 5, 'kidneys': 5, 'shone': 5, 'trolley': 5, 'groping': 5, 'self-discipline': 5, 'Hanch': 5, 'Columns': 5, 'skillfully': 5, 'denoting': 5, 'Standing': 5, 'uneasiness': 5, 'Northerners': 5, 'Historically': 5, 'self-examination': 5, 'registers': 5, 'outreach': 5, 'motifs': 5, 'unfriendly': 5, 'harassed': 5, 'tuition': 5, 'espionage': 5, 'gaily': 5, 'wits': 5, 'exploitation': 5, "states'": 5, 'scornful': 5, 'wrecking': 5, 'unreconstructed': 5, "South's": 5, 'therefrom': 5, 'claimants': 5, 'coincides': 5, 'homeland': 5, 'elapsed': 5, 'continual': 5, 'obnoxious': 5, 'guarded': 5, 'fragment': 5, 'thickened': 5, 'swooped': 5, 'self-conscious': 5, 'bivouac': 5, 'fella': 5, 'lugged': 5, 'upstream': 5, 'alcoves': 5, 'fortress': 5, 'cheerfully': 5, 'Founding': 5, 'merging': 5, '15%': 5, 'deference': 5, 'individualized': 5, 'choreographer': 5, 'serial': 5, 'intensities': 5, 'Ching': 5, 'evolve': 5, 'Cunningham': 5, 'transitions': 5, 'hostilities': 5, 'communes': 5, 'insofar': 5, 'Godot': 5, 'sharpened': 5, 'humility': 5, 'tweed': 5, 'kneel': 5, 'Lipton': 5, 'mystique': 5, 'tame': 5, 'psychoanalysis': 5, 'negation': 5, 'enhanced': 5, 'drugged': 5, 'garments': 5, 'tubs': 5, 'pots': 5, 'enchanted': 5, 'spire': 5, 'centrally': 5, 'cunning': 5, 'Jacoby': 5, 'humiliation': 5, 'disguise': 5, 'catastrophes': 5, 'intellect': 5, 'interrelated': 5, 'scepticism': 5, "Thompson's": 5, 'enroll': 5, '1916': 5, 'grouped': 5, 'acquiescence': 5, 'coherent': 5, 'procession': 5, 'advent': 5, "Watson's": 5, 'Moriarty': 5, 'measurable': 5, 'endeavors': 5, 'fervent': 5, "Gabriel's": 5, "corporation's": 5, 'stimuli': 5, 'Activities': 5, 'aberrant': 5, 'powders': 5, 'inheritance': 5, 'competently': 5, 'bout': 5, 'Thinking': 5, 'capacities': 5, 'Civilization': 5, 'Reactionary': 5, 'uncanny': 5, 'Grigorss': 5, 'fisherman': 5, 'overrun': 5, 'wasting': 5, 'sentry': 5, 'Flemish': 5, 'Jason': 5, 'Pendleton': 5, 'habitual': 5, 'Lyford': 5, 'irritated': 5, 'diurnal': 5, 'distinguishes': 5, 'resultants': 5, 'approximated': 5, 'monster': 5, "Harper's": 5, 'mustache': 5, "Joe's": 5, 'unwillingness': 5, 'Sadie': 5, 'warrants': 5, 'Constable': 5, 'mattered': 5, 'maternal': 5, 'tact': 5, 'indulged': 5, 'sparse': 5, 'transactions': 5, 'hairy': 5, 'glared': 5, 'Caravan': 5, 'Crisis': 5, 'asserts': 5, 'whoever': 5, 'showered': 5, 'monacle': 5, 'allusions': 5, 'Herford': 5, 'Baer': 5, 'shadowing': 5, "lady's": 5, 'make-up': 5, 'telephones': 5, 'fruitless': 5, 'brandishing': 5, 'banister': 5, 'Emmett': 5, 'swirled': 5, 'Gentile-Jewish': 5, 'legacy': 5, 'differentiated': 5, 'romantics': 5, 'Grey': 5, 'Blenheim': 5, 'Rebels': 5, 'Orders': 5, 'Burr': 5, 'kindness': 5, 'brows': 5, 'cock': 5, 'tribal': 5, 'Mando': 5, 'huh': 5, 'entitle': 5, 'Advocate': 5, 'hemorrhage': 5, 'bequest': 5, 'exceeded': 5, 'Thy': 5, 'Gosson': 5, 'periphery': 5, 'thankful': 5, "Edward's": 5, 'arbiter': 5, 'clerks': 5, 'nasty': 5, 'Alpert': 5, 'rude': 5, 'Kemble': 5, 'Lappenberg': 5, 'CTCA': 5, 'immaculate': 5, 'estates': 5, 'monei': 5, 'yow': 5, 'ther': 5, 'mee': 5, 'Bancroft': 5, 'hys': 5, 'unseen': 5, 'adventurous': 5, 'S.K.': 5, 'Gantry': 5, "Lewis's": 5, '1625': 5, 'banter': 5, "Wells's": 5, "Childhood's": 5, 'Merchants': 5, 'Machine': 5, 'skepticism': 5, 'Budd': 5, 'ghettos': 5, 'disfigured': 5, 'dozed': 5, 'ghosts': 5, 'Were': 5, 'Printed': 5, 'self-sustaining': 5, 'Remarks': 5, 'Registry': 5, 'garages': 5, 'rotary': 5, 'Leesona': 5, 'Analysis': 5, 'installment': 5, 'eighty-sixth': 5, 'Pageant': 5, 'Islanders': 5, 'Pilgrims': 5, 'Regions': 5, 'morphological': 5, 'mammalian': 5, 'Fifty': 5, 'atmospheres': 5, 'shutter': 5, 'interstellar': 5, 'reproducible': 5, 'gradients': 5, 'conductivity': 5, 'Temperature': 5, 'hereinafter': 5, 'backlog': 5, 'Financial': 5, 'Method': 5, 'shielding': 5, '353': 5, 'decrees': 5, 'needing': 5, 'Sections': 5, 'cochannel': 5, 'Example': 5, 'one-': 5, 'constancy': 5, 'Fellows': 5, 'Unifil': 5, 'Uniconer': 5, 'Alumni': 5, 'retailing': 5, 'Devey': 5, 'Sloanaker': 5, 'reflector': 5, 'mm': 5, 'graphite': 5, 'electrode': 5, 'Experimental': 5, 'elasticity': 5, 'deformation': 5, 'curvature': 5, 'dipole': 5, 'ion': 5, 'interfaces': 5, 'quantum': 5, 'Pyrex': 5, 'flask': 5, 'inversely': 5, 'Poynting-Robertson': 5, 'micrometeorites': 5, 'inverse': 5, 'microns': 5, 'Biological': 5, 'intentional': 5, 'BW': 5, 'inert': 5, 'ulcer': 5, 'electrophoresis': 5, 'ABO': 5, 'Rh': 5, 'donors': 5, 'min': 5, 'Region': 5, 'pussy': 5, 'catkins': 5, 'hatch': 5, 'Psithyrus': 5, 'rattlesnakes': 5, 'hilum': 5, 'artery-pulmonary': 5, 'shunts': 5, 'Chart': 5, 'Onsets': 5, 'epiphysis': 5, 'potassium': 5, 'di-iodotyrosine': 5, 'antithyroid': 5, 'uptake': 5, 'anemia': 5, 'marrow': 5, 'neutrophils': 5, 'mucosa': 5, 'conjugated': 5, 'neocortex': 5, '**ya': 5, "D'": 5, 't': 5, 'l': 5, "C'": 5, 'pertains': 5, 'reassured': 5, 'helplessness': 5, 'subgroups': 5, 'AIMO': 5, 'Scale': 5, 'I.Q.': 5, 'receptionist': 5, 'W-region': 5, 'modifier': 5, 'phonology': 5, 'nail': 5, 'aberrations': 5, 'long-run': 5, 'Balafrej': 5, 'U.N.F.P.': 5, 'loadings': 5, 'Fifties': 5, "Respondents'": 5, 'AWOC': 5, "Secretary's": 5, 'plaintiff': 5, 'marshal': 5, 'Catskill': 5, 'dismounted': 5, 'whereabouts': 5, 'drugstore': 5, "clerk's": 5, 'Marsden': 5, 'warrior': 5, 'shreds': 5, 'Cubist': 5, 'Analytical': 5, 'Pozzatti': 5, 'Pimen': 5, 'gasping': 5, 'Mityukh': 5, 'Poems': 5, 'worrying': 5, 'Tones': 5, 'Gertrude': 5, 'soles': 5, 'shouts': 5, 'EQU': 5, 'compiler': 5, 'two-digit': 5, 'Index': 5, 'DUF': 5, 'metabolite': 5, 'hydrolysis': 5, 'tektites': 5, 'gallium': 5, 'solvent': 5, 'Properties': 5, 'Criticality': 5, 'Currency': 5, 'ionizing': 5, 'sterilization': 5, 'radiosterilization': 5, 'irradiated': 5, 'accelerator': 5, 'cu.': 5, 'laundry': 5, 'template': 5, 'coupler': 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'Middle-South': 3, 'working-class': 3, 'lower-middle-class': 3, 'upper-': 3, 'double-step': 3, 'unallocable': 3, 'out-of-pocket': 3, 'carload': 3, 'single-step': 3, 'subtype': 3, 'behaviour': 3, 'perilously': 3, 'positivists': 3, "animal's": 3, 'unfitting': 3, 'jumbled': 3, 'hexameter': 3, 'Protogeometric': 3, 'sharper': 3, 'Dawn': 3, 'Dipylon': 3, 'Martinez': 3, "Salyer's": 3, 'arroyo': 3, 'MacPherson': 3, 'Pedro': 3, 'Laramie': 3, 'depredations': 3, 'Chavez': 3, 'Raton': 3, 'horsemen': 3, 'telegrapher': 3, 'Junction': 3, 'gusts': 3, 'oranges': 3, 'Marble': 3, 'Blackmer': 3, 'Vail': 3, 'Utopians': 3, 'Dorr': 3, 'Patriot': 3, 'Foss': 3, 'Trafton': 3, 'Seated': 3, 'Barstow': 3, "arm's": 3, 'typography': 3, 'facet-planes': 3, "Picasso's": 3, 'bas-relief': 3, 'grape': 3, 'transforms': 3, 'literalness': 3, 'abstracted': 3, '128': 3, 'Rotunda': 3, 'roughcast': 3, 'Architect': 3, 'slaked': 3, 'scaffolding': 3, 'secco': 3, 'oxide': 3, 'mutilated': 3, 'presume': 3, 'Sane': 3, 'shred': 3, 'guild': 3, 'lifelike': 3, "Boris'": 3, 'monologue': 3, 'Missail': 3, "Grigori's": 3, 'Verdi': 3, 'wail': 3, '1860': 3, 'Satires': 3, 'Circumstance': 3, 'Dynasts': 3, 'rapture': 3, 'fascinate': 3, 'Partly': 3, 'Valery': 3, 'Tiepolo': 3, 'bard': 3, 'Proceeding': 3, 'synonyms': 3, 'Cynewulf': 3, 'self-pity': 3, 'greed': 3, "Orlick's": 3, 'mending': 3, 'Orlick': 3, 'Havisham': 3, 'spasm': 3, 'coding': 3, 'macro-instructions': 3, 'DRDW': 3, 'DLINE': 3, 'DTF': 3, '7070': 3, 'programmer': 3, 'IOCSIXF': 3, 'IOCSIXG': 3, 'Subdivision': 3, 'septic': 3, 'nitrate': 3, 'floc': 3, 'ciliated': 3, 'Sloane': 3, 'arylesterase': 3, 'collagen': 3, 'a.': 3, 'viscoelasticity': 3, 'elongation': 3, 'Flory': 3, 'Hoeve': 3, 'Carefully': 3, 'References': 3, 'Cury': 3, 'Donnay': 3, 'Crystallographic': 3, 'alloys': 3, 'Structures': 3, "Dana's": 3, 'Mrad': 3, 'cesium-137': 3, 'accelerators': 3, 'nuclide': 3, 'kwhr': 3, 'Radiopasteurization': 3, 'mutton': 3, 'substrates': 3, 'interface': 3, 'schematically': 3, 'eqn.': 3, 'rupture': 3, 'polypropylene': 3, 'pumped': 3, 'draining': 3, 'restorability': 3, 'tumble': 3, 'dryer': 3, 'perforated': 3, '109-degrees-F': 3, 'Drain': 3, 'Cascading': 3, 'interstage': 3, 'double-stage': 3, 'impinge': 3, 'Fresnel': 3, 'maximizes': 3, 'magnifying': 3, 'specification': 3, 'transient': 3, '7-2': 3, 'manually': 3, 'inconvenient': 3, 'inertial': 3, 'pickoff': 3, 'east-west': 3, 'lipstick': 3, 'bathrobe': 3, 'throbbed': 3, 'teasing': 3, 'throbbing': 3, 'mercifully': 3, 'sighing': 3, 'unsung': 3, 'leered': 3, 'noticing': 3, 'Jeff': 3, 'devilish': 3, 'snaked': 3, 'Dalloway': 3, 'dainty': 3, 'chandelier': 3, 'Deacon': 3, 'spotless': 3, "Seward's": 3, 'Murder': 3, 'Keene': 3, 'faltered': 3, 'balustrade': 3, "stranger's": 3, 'bulged': 3, 'Reformed': 3, 'Neversink': 3, 'illumined': 3, 'hateful': 3, 'pat': 3, 'industrious': 3, 'swaggered': 3, 'grownups': 3, 'ruffled': 3, 'crummy': 3, 'niggers': 3, 'nothin': 3, 'ol': 3, 'thinkin': 3, 'comin': 3, 'fuck': 3, 'unleashed': 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'smelt': 3, 'kitchenette': 3, "Eileen's": 3, 'skull': 3, 'bubbling': 3, 'gouged': 3, "Rector's": 3, 'lacy': 3, 'manservant': 3, 'Ariadne': 3, 'Pausing': 3, 'resentful': 3, 'bombproof': 3, 'rotting': 3, 'frayed': 3, 'shrilly': 3, 'Bomb': 3, 'hepatitis': 3, 'Flannagans': 3, 'Izaak': 3, "Izaak's": 3, 'seaweed': 3, 'dammit': 3, 'pa': 3, 'busted': 3, "boss's": 3, 'forty-nine': 3, 'crook': 3, 'Albright': 3, 'Gosh': 3, 'retorted': 3, 'turkey': 3, 'chick': 3, 'patronne': 3, 'hens': 3, 'cackled': 3, 'chambermaid': 3, 'cradled': 3, 'coughing': 3, 'drown': 3, 'fuss': 3, 'lint': 3, 'Brennan': 3, 'psychopathic': 3, 'bug': 3, 'batteries': 3, 'bugging': 3, 'beeps': 3, 'spilled': 3, 'dialed': 3, 'twitch': 3, 'Guardino': 3, "Rose's": 3, 'Landis': 3, 'Acey': 3, 'Squire': 3, 'foolishly': 3, 'splashed': 3, 'Alvarez': 3, "Rourke's": 3, 'faintest': 3, 'stake-out': 3, 'groaned': 3, 'forearm': 3, 'sagged': 3, 'courthouse': 3, 'azaleas': 3, 'Ferrell': 3, 'grille': 3, 'Peerless': 3, 'Katya': 3, "there'd": 3, 'handbag': 3, 'propped': 3, 'Happened': 3, 'storehouse': 3, 'Drink': 3, "George's": 3, 'lamplight': 3, "Gilborn's": 3, 'swooping': 3, 'cinch': 3, 'sobered': 3, 'pompous': 3, 'chortled': 3, 'prancing': 3, 'Grubb': 3, 'dozing': 3, 'Sorry': 3, 'Fox': 3, 'Shirl': 3, 'Skolman': 3, 'louse': 3, 'shouldered': 3, 'dully': 3, 'squinting': 3, 'scheming': 3, 'overnighters': 3, 'lab': 3, 'Sort': 3, 'Motive': 3, 'dinnertime': 3, "Madden's": 3, 'Medfield': 3, 'harbored': 3, 'Leigh': 3, 'fuzz': 3, "Haven't": 3, "Muller's": 3, "lieutenant's": 3, 'keeper': 3, 'squinted': 3, 'joking': 3, 'shin': 3, 'cobra': 3, 'Soak': 3, 'drawled': 3, 'mister': 3, 'McIver': 3, 'boulders': 3, 'Freya': 3, 'crests': 3, 'Lolly': 3, 'grievance': 3, 'Jist': 3, 'soundly': 3, 'Archangel': 3, "Jubal's": 3, 'speeded': 3, 'Martians': 3, 'nests': 3, 'homesick': 3, 'Sandalphon': 3, 'Pornsen': 3, 'thrashed': 3, 'pip': 3, 'roiling': 3, 'Langer': 3, 'fuses': 3, 'critters': 3, 'intimacy': 3, 'flipped': 3, 'neural': 3, 'babes': 3, 'diverted': 3, 'rammed': 3, 'Leaning': 3, 'buckets': 3, 'stallion': 3, "Clayton's": 3, 'holstered': 3, 'McLish': 3, 'peg': 3, "Knife's": 3, 'slam': 3, 'pans': 3, 'belied': 3, "Dill's": 3, 'soothing': 3, "Barton's": 3, 'Melissa': 3, 'bled': 3, 'Miraculously': 3, 'pursed': 3, 'derrick': 3, 'flailing': 3, 'Elena': 3, 'Rockfork': 3, 'puncher': 3, 'Jesse': 3, 'tracked': 3, 'settler': 3, 'homesteaders': 3, "Brenner's": 3, 'snort': 3, 'Crouch': 3, 'Sweat': 3, "Dan's": 3, 'skipping': 3, 'dell': 3, 'unison': 3, 'dives': 3, "Carmer's": 3, "Penny's": 3, 'bronc': 3, 'Antler': 3, 'Sweeneys': 3, 'Herry': 3, 'duffel': 3, "Ma'am": 3, 'hevin': 3, 'Aw': 3, 'amber': 3, 'SX-21': 3, 'cabana': 3, 'Eye': 3, 'Rawlins': 3, 'dew': 3, 'Express': 3, 'Steinhager': 3, 'miserably': 3, 'wiggled': 3, 'Sommers': 3, 'lifeboat': 3, 'bailing': 3, 'whitened': 3, 'Griggs': 3, 'Frayne': 3, 'outrigger': 3, 'rung': 3, 'moons': 3, "L'Turu": 3, "Ramey's": 3, 'RAF': 3, "Keith's": 3, 'Commodore': 3, 'bobbing': 3, "Conyers'": 3, 'Petrie': 3, 'clasped': 3, 'passionately': 3, 'gaped': 3, 'Devol': 3, 'coachman': 3, 'Perdido': 3, 'crap': 3, 'forked': 3, 'bowing': 3, "Maggie's": 3, 'Evadna': 3, "Grandma's": 3, 'mouthful': 3, "Tolley's": 3, 'triplets': 3, 'pike': 3, 'Kiz': 3, 'Blackwell': 3, 'Momoyama': 3, 'Yokosuka': 3, 'murdering': 3, 'Pagan': 3, 'Calf': 3, 'Wrangler': 3, 'Sparky': 3, 'Hurrays': 3, 'handspikes': 3, 'red-haired': 3, 'paot': 3, 'underwear': 3, 'McKenzie': 3, 'Monmouth': 3, 'Harvie': 3, 'outcry': 3, 'Uhhu': 3, 'Ferraros': 3, 'Signora': 3, 'Move': 3, 'bandages': 3, 'nervously': 3, 'good-by': 3, 'cowbirds': 3, 'Quintus': 3, 'Longue': 3, 'Vue': 3, "Linda's": 3, 'steels': 3, 'Lovejoy': 3, "Nadine's": 3, "Wally's": 3, 'Fairview': 3, 'Carraway': 3, "Kirby's": 3, 'Peony': 3, "what's-his-name": 3, 'ballplayers': 3, 'Fudomae': 3, "Charlotte's": 3, 'Snakes': 3, 'Anthea': 3, 'Herberet': 3, 'Jennie': 3, 'Poitrine': 3, 'Feeley': 3, 'Crumb': 3, 'Ambiguity': 3, 'saleslady': 3, 'peacocks': 3, 'non-fiction': 3, 'Quasimodo': 3, 'hard-fought': 2, 'inure': 2, 'swipe': 2, 'disproportionate': 2, "court's": 2, 'wards': 2, 'multi-million-dollar': 2, 'intern': 2, 'Opelika': 2, 'Bowden': 2, 'reelection': 2, 'Snodgrass': 2, 'dissents': 2, 'opposes': 2, "Caldwell's": 2, '$30': 2, 'rescind': 2, 'quickie': 2, 'hopper': 2, 'Colquitt': 2, 'Taxation': 2, 'taunted': 2, 'escheat': 2, 'Tyler': 2, "taxpayers'": 2, 'unconstitutional': 2, 'county-wide': 2, 'outlay': 2, 'Reps.': 2, 'sledding': 2, 'Galveston': 2, 'donations': 2, 'vacancies': 2, 'appointee': 2, 'Wesley': 2, 'Weatherford': 2, '$15,000,000': 2, "bill's": 2, 'Buchanan': 2, 'Sulphur': 2, '4-year': 2, 'sp.': 2, 'regents': 2, 'Bachelor': 2, 'Southwestern': 2, '1961-62': 2, 'Supt.': 2, 'culminating': 2, 'desertion': 2, 'Virgil': 2, 'Carson': 2, 'Calls': 2, 'Extension': 2, 'Summerdale': 2, 'disclosure': 2, 'courtroom': 2, 'Hyannis': 2, 'Decisions': 2, '677': 2, 'prosecutor': 2, '58th': 2, 'altho': 2, '31st': 2, 'advisement': 2, '240': 2, 'malingering': 2, '540': 2, 'Ind.': 2, 'candor': 2, 'exacerbated': 2, 'rumored': 2, "members'": 2, 'locomotive': 2, 'Norway': 2, 'accredited': 2, 'reiterated': 2, 'haltingly': 2, 'Policies': 2, 'excuses': 2, 'conciliatory': 2, 'recommends': 2, 'formative': 2, 'Fulbright': 2, 'offenders': 2, 'larceny': 2, 'defray': 2, 'Laughlin': 2, 'sirens': 2, 'Rumford': 2, 'Seekonk': 2, 'shirking': 2, 'Sabbath': 2, "council's": 2, '1,700': 2, 'governs': 2, 'canvassers': 2, 'scheduling': 2, 'non-partisan': 2, 'fines': 2, 'prosecute': 2, 'boos': 2, "Hughes'": 2, 'decried': 2, 'Truck': 2, 'barbs': 2, 'Defends': 2, 'peace-loving': 2, 'rebound': 2, 'discredit': 2, "Jersey's": 2, 'Copeland': 2, 'Greenfield': 2, '330': 2, 'committeewoman': 2, 'Supervisor': 2, 'ballots': 2, 'Roos': 2, 'MacDonald': 2, 'Duffy': 2, 'Seidel': 2, 'Bontempo': 2, 'fire-fighting': 2, 'briefing': 2, 'wardens': 2, 'pledge': 2, 'Attacks': 2, 'tripping': 2, 'breathes': 2, 'springboard': 2, 'Acres': 2, 'misconstrued': 2, 'Geraldine': 2, 'anti-organization': 2, 'last-minute': 2, 'Carmine': 2, 'Gerosa': 2, "Gerosa's": 2, 'incumbent': 2, 'plunder': 2, 'public-school': 2, 'Interviews': 2, 'church-state': 2, 'jesting': 2, 'under-developed': 2, 'ninety-nine': 2, '10,000,000': 2, '150,000,000': 2, 'war-ridden': 2, 'Zurich': 2, 'Oum': 2, 'neutralists': 2, 'delegations': 2, 'plenary': 2, 'Princes': 2, 'Averell': 2, 'Harriman': 2, 'consultations': 2, 'six-point': 2, 'Appointment': 2, 'reside': 2, 'ceremonial': 2, '169': 2, 'Archives': 2, 'Edgar': 2, 'powered': 2, 'unpredictability': 2, 'scramble': 2, 're-enactment': 2, 'Districts': 2, 'loyalists': 2, 'functionary': 2, 'vexing': 2, 'Constant': 2, 'receptive': 2, 'imprudently': 2, '$200,000': 2, 'contractors': 2, 'rigging': 2, 'Varani': 2, 'Pleas': 2, 'Travelers': 2, 'Wide': 2, 'Builders': 2, 'Knauer': 2, 'regulate': 2, 'McConnell': 2, 'Davenport': 2, 'hit-run': 2, 'reprimanded': 2, 'pedestrians': 2, 'Stage': 2, 'planner': 2, 'Fighters': 2, 'fractures': 2, 'battalion': 2, "Gladden's": 2, 'starter': 2, 'Led': 2, "union's": 2, 'Mining': 2, 'Shiflett': 2, 'secretary-treasurer': 2, 'indecisive': 2, "d'etat": 2, 'Menderes': 2, 'pardoned': 2, 'Helping': 2, 'Patience': 2, 'detriment': 2, "Portland's": 2, 'Hatfield': 2, 'Kiwanis': 2, 'blueprints': 2, '$3.5': 2, 'Blaine': 2, 'Incumbent': 2, 're-election': 2, 'Seeking': 2, 'Sexton': 2, "denomination's": 2, 'Super': 2, 'Breakthrough': 2, '7,000': 2, "church's": 2, 'Engaging': 2, 'Surrounding': 2, 'ministerial': 2, 'mistrial': 2, 'acquittal': 2, 'Schwab': 2, 'Weinstein': 2, 'defraud': 2, 'Burbank': 2, 'winless': 2, 'Indications': 2, 'draught': 2, 'righthander': 2, 'scoreless': 2, 'two-run': 2, 'Catcher': 2, "House's": 2, 'Stepanovich': 2, 'Howser': 2, 'Kunkel': 2, 'Adair': 2, "Kunkel's": 2, 'tallies': 2, 'batter': 2, "Baltimore's": 2, 'ripened': 2, "Birds'": 2, '22-year-old': 2, "tonight's": 2, '6-foot': 2, 'Ky.': 2, "Hansen's": 2, 'rangy': 2, 'whiz': 2, 'Duren': 2, 'Milt': 2, 'Squad': 2, 'teammates': 2, 'festive': 2, 'Gaining': 2, "Jr.'s": 2, 'Purse': 2, 'Jockey': 2, 'Grimm': 2, '1.24': 2, '8,280': 2, 'celebrants': 2, 'stewards': 2, "Mills's": 2, 'quarter-mile': 2, 'straightaway': 2, 'Games': 2, 'bespectacled': 2, 'Sylvania': 2, 'unearned': 2, "team's": 2, 'Eldon': 2, 'Longhorn': 2, 'roster': 2, 'playoff': 2, 'ailing': 2, 'yardage': 2, '447': 2, 'Saxton': 2, 'surpassed': 2, '271': 2, 'second-half': 2, 'kickoff': 2, 'uncorked': 2, 'fullback': 2, 'crucified': 2, 'McNaughton': 2, 'hearsay': 2, 'Lubbock': 2, 'Baylor': 2, 'Aggies': 2, 'sprained': 2, 'Bills': 2, 'pre-season': 2, 'Leaguers': 2, 'Rabb': 2, 'Exclaimed': 2, 'Broncs': 2, 'Carmichael': 2, 'jarred': 2, 'tosses': 2, '361': 2, '355': 2, '149': 2, '189': 2, 'liveliness': 2, 'husky': 2, 'lefthander': 2, 'on-the-scene': 2, 'lagged': 2, 'Lefty': 2, 'Paschal': 2, 'McDaniel': 2, "Alusik's": 2, 'Wert': 2, 'Gaines': 2, '1:48': 2, 'Chico': 2, 'Kenny': 2, 'eluded': 2, 'batted': 2, "Green's": 2, '25th': 2, 'Diving': 2, "Boston's": 2, 'Writer': 2, 'pops': 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'Mets': 2, 'clashes': 2, 'Brandenburg': 2, 'dept.': 2, 'megaton': 2, 'sidled': 2, 'flicker': 2, 'masterful': 2, 'dynamo': 2, 'Twist': 2, 'Lorenz': 2, 'probate': 2, 'Gods': 2, 'patio': 2, 'celebrates': 2, 'Grandparents': 2, 'Mullenax': 2, 'Plaza': 2, 'Merrill': 2, 'Piero': 2, 'Cocktails': 2, 'juniors': 2, 'Mead': 2, 'Butler': 2, 'Carr': 2, 'Rickenbaugh': 2, 'Scarsdale': 2, 'compassionate': 2, 'pert': 2, 'Mom': 2, 'parolees': 2, 'mingle': 2, 'beggar': 2, 'sweets': 2, 'readjust': 2, 'all-American': 2, 'safari': 2, 'Vacancy': 2, 'souvenir': 2, 'Shamrock': 2, 'wall-to-wall': 2, 'carpeting': 2, 'Gay': 2, 'Ferris': 2, 'Coronado': 2, 'Monica': 2, 'Perkins': 2, 'Sequoia': 2, 'Frances': 2, 'Elvis': 2, 'Mortar': 2, 'Alton': 2, 'Pi': 2, 'bateau': 2, 'princesse': 2, 'stephanotis': 2, 'bridesmaids': 2, 'Mayfair': 2, 'newlyweds': 2, 'Corpus': 2, 'Christi': 2, 'Glenda': 2, "sister's": 2, 'Pampa': 2, 'Glison': 2, 'Gaston': 2, 'Ervin': 2, 'Grinsfelder': 2, 'Basin': 2, 'reproductions': 2, 'grillwork': 2, 'bric-a-brac': 2, 'Glazer': 2, 'Goodman': 2, 'Chance': 2, 'Clyde': 2, 'Newbold': 2, 'honorary': 2, 'Meet': 2, 'Artist': 2, 'Proceeds': 2, 'Marc': 2, 'Shoettle': 2, 'Blum': 2, 'Schultz': 2, 'co-chairmen': 2, 'Rosen': 2, 'Marella': 2, 'Orcutt': 2, 'Emmert': 2, 'Comus': 2, 'feted': 2, 'Vieux': 2, 'Carre': 2, 'Dane': 2, 'rejoin': 2, 'pl.': 2, 'masquerade': 2, 'Pierson': 2, 'Nairne': 2, 'Rowley': 2, 'taffeta': 2, 'frock': 2, 'greenish': 2, 'bodice': 2, '12:01': 2, "railroad's": 2, 'Salary': 2, 'furlough': 2, 'robbing': 2, '$18': 2, 'assailant': 2, 'Somerville': 2, 'second-degree': 2, 'paralyzed': 2, '229': 2, 'salting': 2, 'crews': 2, 'snowfall': 2, 'Sent': 2, 'banned': 2, 'Manor': 2, "Dresbach's": 2, 'Edgewater': 2, 'Tawes': 2, "Maryland's": 2, 'Ferdinand': 2, 'Delegates': 2, 'Nonresidential': 2, 'Pantas': 2, 'Convenience': 2, 'balconies': 2, 'Vital': 2, 'subs': 2, 'Nautilus': 2, 'Kroger': 2, "general's": 2, 'untold': 2, 'propeller': 2, 'refueling': 2, 'malice': 2, 'Cooperman': 2, 'indictments': 2, 'narcotic': 2, 'peddlers': 2, 'heroin': 2, 'Sears': 2, 'adjourned': 2, 'Pullings': 2, 'indicted': 2, '51st': 2, 'paycheck': 2, 'accosted': 2, 'Dunkel': 2, 'reformatory': 2, 'commuted': 2, '3211': 2, 'Corcoran': 2, 'brokerage': 2, 'skidded': 2, 'stepson': 2, 'Westphalia': 2, 'Ledge': 2, 'arson': 2, 'Locked': 2, 'deliberation': 2, 'homeowners': 2, 'Pankowski': 2, 'Christine': 2, 'sister-in-law': 2, 'Mall': 2, '480': 2, 'Dequindre': 2, 'Pohly': 2, '770': 2, 'motorist': 2, 'Sisk': 2, 'grader': 2, 'Scripps': 2, 'Belvidere': 2, 'Sarkees': 2, 'Correction': 2, 'Plea': 2, 'full-fledged': 2, 'squads': 2, 'Pinar': 2, 'disbanded': 2, 'Kegham': 2, 'by-laws': 2, 'tax-exemption': 2, 'aforementioned': 2, 'Wheel': 2, 'Insofar': 2, 'Coleman': 2, 'lacerations': 2, 'picketing': 2, 'Downtown': 2, 'Gather': 2, 'three-day': 2, "Friday's": 2, 'Kililngsworth': 2, 'Gettysburg': 2, 'Marietta': 2, 'Apartment': 2, "Blanchard's": 2, 'S.C.': 2, 'subdue': 2, 'intensifying': 2, 'Troup': 2, 'Bulloch': 2, 'allergic': 2, 'venom': 2, 'Cain': 2, 'Piedmont': 2, 'Snellville': 2, 'Calvary': 2, 'overturned': 2, 'skidding': 2, 'Hammett': 2, 'Rte.': 2, 'Lawrenceville': 2, "month's": 2, 'budgeted': 2, 'slackening': 2, 'pact': 2, 'converting': 2, '$8': 2, 'Juras': 2, "Field's": 2, 'regrets': 2, "commission's": 2, 'robber': 2, 'Grocery': 2, 'holdup': 2, 'Logan': 2, '50th': 2, '1886': 2, 'Employes': 2, '1565': 2, 'Clerks': 2, 'Durante': 2, 'Shrine': 2, 'interment': 2, 'Georgia-Pacific': 2, 'Youngsters': 2, 'full-scale': 2, 'Stephenson': 2, 'Kathleen': 2, 'Exhibition': 2, 'Wick': 2, 'Walters': 2, 'quartet': 2, 'Stephanie': 2, 'Zurcher': 2, 'Phyllis': 2, 'Carol': 2, 'Nyberg': 2, 'Tigard': 2, 'entrant': 2, 'swine': 2, 'Mill': 2, 'Grenier': 2, 'uninjured': 2, '$65': 2, 'Eddy': 2, 'Brook': 2, 'picketed': 2, "firm's": 2, 'Circle': 2, "Stone's": 2, 'Alva': 2, 'bumper': 2, 'denting': 2, 'Democratic-endorsed': 2, 'improperly': 2, 'Walsh': 2, "superintendent's": 2, "owners'": 2, 'Saul': 2, 'Claus': 2, 'Scores': 2, 'dimes': 2, '11:30': 2, '$50,000': 2, 'Merit': 2, 'Aurora': 2, 'Kretchmer': 2, 'wrongdoing': 2, 'Graduate': 2, 'N.J.': 2, 'peck': 2, 'Wilderness': 2, 'co-ordination': 2, 'Heinkel': 2, 'airstrip': 2, 'Reichenberg': 2, 'warhead': 2, 'stave': 2, "rocket's": 2, 'signaled': 2, 'Moments': 2, 'Casassa': 2, 'Molinari': 2, 'Figone': 2, 'grisly': 2, 'racketeer': 2, 'prosecutors': 2, 'Pesce': 2, 'deodorant': 2, '$12,500': 2, '$40,000': 2, 'undetermined': 2, 'Dearborn': 2, 'Charge': 2, 'underwriting': 2, '$12.50': 2, 'Guerin': 2, 'reams': 2, 'E.G.T.': 2, 'Frito': 2, 'run-up': 2, 'fittest': 2, '46th': 2, "1900's": 2, 'Factories': 2, 'Hardwicke-Etter': 2, 'Cen-Tennial': 2, 'burr': 2, "February's": 2, 'year-to-year': 2, 'Executives': 2, 'Sheraton-Dallas': 2, 'Fil': 2, 'Tech.': 2, 'Eaton': 2, 'Hammond': 2, 'Sunset': 2, 'Beryl': 2, 'Assn.': 2, 'Alto': 2, 'gauntlet': 2, 'conferees': 2, '1959-60': 2, 'Danger': 2, 'aggressively': 2, 'blackmail': 2, 'erasing': 2, 'hoped-for': 2, '8%': 2, 'paving': 2, '354': 2, 'highs': 2, 'Trading': 2, 'industrialist': 2, 'stockholder': 2, '$90': 2, 'dwindled': 2, 'Fairchild': 2, 'Camera': 2, '1930s': 2, 'three-way': 2, "builders'": 2, 'Houtz': 2, 'tilts': 2, 'upswing': 2, 'yardstick': 2, 'Tractor': 2, 'Merritt': 2, 'year-earlier': 2, 'Total': 2, 'subsidies': 2, 'I.R.S.': 2, 'cadet': 2, "taxpayer's": 2, "manufacturers'": 2, 'Voters': 2, '1%': 2, 'wholly-owned': 2, '$18.9': 2, 'tasteful': 2, 'Exposition': 2, 'luncheons': 2, 'showings': 2, 'timeless': 2, 'wrinkle': 2, 'Norell': 2, 'Irene': 2, 'femininity': 2, 'pinks': 2, 'reds': 2, 'starring': 2, 'motion-picture': 2, 'Goodbye': 2, 'Random': 2, 'Harvest': 2, 'Curie': 2, 'Pride': 2, 'Sunrise': 2, 'skeet': 2, 'ogled': 2, 'dutifully': 2, "SMU's": 2, 'groceries': 2, 'cafeterias': 2, '195': 2, 'chow': 2, 'mayonnaise': 2, 'jumpy': 2, 'flavored': 2, 'condiments': 2, 'Cabot': 2, 'mushrooms': 2, 'Perennian': 2, 'burl': 2, 'hand-woven': 2, 'permanence': 2, 'paneled': 2, 'recessed': 2, 'decorate': 2, 'dressers': 2, 'magenta': 2, 'Stagecoach': 2, 'Trail': 2, 'get-together': 2, 'calico': 2, 'Roquemore': 2, 'fun-loving': 2, 'Anywhere': 2, 'climaxed': 2, 'Jamaica': 2, 'photographing': 2, 'Bolker': 2, 'Becket': 2, 'Mmes.': 2, 'Stetson': 2, 'Leroy': 2, 'Wilshire': 2, 'Fritz': 2, 'tapestries': 2, 'uprisings': 2, 'raincoats': 2, 'crackpots': 2, 'subtitled': 2, "morning's": 2, 'postman': 2, 'Publisher': 2, 'residences': 2, 'Pen': 2, 'Craig': 2, 'Cynthia': 2, 'Todd': 2, 'Listed': 2, 'Windsor': 2, 'Raoul': 2, 'Laguna': 2, 'Ransom': 2, 'Chases': 2, 'Lockies': 2, 'scalloped': 2, 'tricked': 2, 'knocks': 2, 'Leland': 2, 'Alden': 2, 'tambourine': 2, 'augment': 2, 'classed': 2, 'slapstick': 2, "O'Clock": 2, 'Steak': 2, 'LaSalle': 2, 'Galt': 2, 'Ocean': 2, 'Skip': 2, 'Fike': 2, 'reminiscence': 2, 'Winds': 2, "Al's": 2, "Maestro's": 2, 'remodeling': 2, 'Latter': 2, 'shrimp': 2, 'Heilman': 2, 'plotting': 2, "Club's": 2, 'Gould': 2, 'Gill': 2, 'Mouse': 2, 'Bea': 2, 'Morley': 2, 'Carlo': 2, 'Dancers': 2, 'Bali': 2, 'Schenk': 2, 'Jacksonville': 2, 'Orlando': 2, 'Aquinas': 2, 'Subsequent': 2, "Communism's": 2, 'Anti-Communist': 2, 'antidote': 2, 'Jon': 2, 'city-wide': 2, 'Dade': 2, 'Lois': 2, 'Rae': 2, '7:45': 2, 'Riviera': 2, 'Successful': 2, 'Jorda': 2, 'Palermo': 2, 'five-month': 2, 'renowned': 2, 'Stern': 2, 'pianists': 2, 'Sleeping': 2, 'infantile': 2, 'captivating': 2, 'Precise': 2, 'Dukes': 2, 'Irina': 2, 'Kolpakova': 2, 'Alla': 2, 'Soloviev': 2, 'acrobatic': 2, 'Zubkovskaya': 2, 'Fairy': 2, 'courtly': 2, '$9': 2, 'Franciscans': 2, 'Adventures': 2, 'decadence': 2, 'Anita': 2, 'seaside': 2, 'Producer': 2, 'Fellini': 2, 'fairies': 2, 'four-letter': 2, 'heartbreaking': 2, 'Weeks': 2, '9:30': 2, '10:30': 2, 'Summer': 2, 'racy': 2, 'ha': 2, 'oases': 2, 'fair-weather': 2, 'Cadillacs': 2, 'craftsman': 2, 'heirs': 2, 'Tranquility': 2, 'armchairs': 2, 'redecoration': 2, 'rarity': 2, 'competed': 2, 'Transylvania': 2, 'Banner': 2, 'duplicated': 2, 'music-loving': 2, 'Forever': 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'Savage': 2, 'Compare': 2, 'defends': 2, 'monopolistic': 2, 'Hoffa': 2, 'amend': 2, 'Aeronautics': 2, 'airlines': 2, 'closed-door': 2, '87': 2, 'foreign-policy': 2, 'precautionary': 2, 'battleground': 2, 'predictably': 2, 'calamity': 2, 'mourn': 2, 'parading': 2, 'acknowledgment': 2, '87th': 2, 'sluice': 2, 'masquerades': 2, 'menaced': 2, 'bottleneck': 2, 'breaching': 2, 'seniority': 2, 'dour': 2, 'internationalist': 2, 'Equal': 2, 'unscathed': 2, 'Threat': 2, 'caucus': 2, 'purged': 2, 'Wilbur': 2, 'forma': 2, 'bipartisan': 2, "Minnesota's": 2, 'three-fifths': 2, 'upped': 2, 'convening': 2, 'Electoral': 2, 'harrowing': 2, '72nd': 2, 'pros': 2, 'gaping': 2, 'rainstorm': 2, 'bogeyed': 2, 'trophy': 2, 'jitters': 2, 'three-round': 2, '210': 2, '213': 2, 'footnotes': 2, 'mano': 2, 'undisputed': 2, 'Instant': 2, 'horde': 2, 'cloudless': 2, 'contender': 2, 'birdies': 2, 'lining': 2, 'thunderous': 2, 'fairways': 2, 'mar': 2, 'overpowered': 2, 'punching': 2, 'four-wood': 2, '180-degrees': 2, 'bogeys': 2, 'teammate': 2, 'amiable': 2, 'thinning': 2, 'home-run': 2, 'epicure': 2, 'spurt': 2, 'Double': 2, 'Greenberg': 2, 'Extend': 2, 'air-conditioning': 2, 'Oldsmobile': 2, 'Fargo': 2, "Simpson's": 2, 'dark-haired': 2, '11-year-old': 2, 'candidly': 2, 'shuns': 2, 'Benched': 2, 'idols': 2, 'vow': 2, '100-yard': 2, 'fielders': 2, 'dullest': 2, 'disillusioned': 2, 'Caroline': 2, 'pal': 2, 'ensconced': 2, 'spills': 2, 'catapulted': 2, 'deplored': 2, 'brotherly': 2, 'Forte': 2, 'Prix': 2, 'balding': 2, 'Ace': 2, 'Stirling': 2, 'marveled': 2, 'captivated': 2, "Art's": 2, 'bellboys': 2, 'Klees': 2, 'Throw': 2, 'Basel': 2, 'Beyeler': 2, '$1,500,000': 2, 'speculated': 2, 'Break': 2, 'Bootle': 2, 'pretexts': 2, 'teahouse': 2, 'Surprised': 2, 'grads': 2, 'McGeorge': 2, 'Bundy': 2, 'Trustee': 2, 'Geneticist': 2, 'physiology': 2, 'Maynard': 2, '2,100': 2, 'endowment': 2, 'heady': 2, 'temperate': 2, 'paternalism': 2, 'unmatched': 2, 'Ordinarily': 2, 'cobalt': 2, 'Anaconda': 2, 'lumped': 2, 'carpenters': 2, 'gale': 2, 'une': 2, 'federalism': 2, 'Kasai': 2, 'Equator': 2, 'premier': 2, 'Publique': 2, 'tribesmen': 2, 'Terror': 2, 'civilians': 2, 'seceded': 2, 'Secretary-General': 2, 'Guinea': 2, 'Eire': 2, 'secessionist': 2, 'intervene': 2, 'exasperated': 2, 'Mobutu': 2, 'obstructionist': 2, 'directive': 2, 'unify': 2, 'smoldered': 2, 'flickered': 2, 'thorny': 2, 'Ladgham': 2, 'emissary': 2, 'stewardess': 2, 'Carnegey': 2, 'hijacked': 2, 'Peruvian': 2, 'radioed': 2, 'refuel': 2, 'McCauley': 2, 'Mullen': 2, 'swap': 2, 'hijackers': 2, "Cuba's": 2, 'embargo': 2, '160,000': 2, 'tacked': 2, 'enlivened': 2, 'crabs': 2, 'grapefruit': 2, 'haute': 2, 'outnumber': 2, '$32,000': 2, '186': 2, 'Slow': 2, 'Toll': 2, 'tolls': 2, '62': 2, 'default': 2, 'break-even': 2, 'competitively': 2, 'toured': 2, "Italy's": 2, 'Turin': 2, 'earns': 2, 'Underwood': 2, 'Idea': 2, 'textile-producing': 2, 'Pakistanis': 2, 'chafing': 2, 'bilateral': 2, 'takings': 2, 'nationalized': 2, 'Productivity': 2, 'Communist-led': 2, 'borrower': 2, 'five-cent': 2, 'rentals': 2, 'grist': 2, '15,000': 2, 'Confronted': 2, 'sparsely': 2, 'high-density': 2, 'microfilm': 2, 'interlibrary': 2, 'teletype': 2, 'quarter-century': 2, "system's": 2, 'brochures': 2, 'maligned': 2, '124': 2, '66': 2, 'convened': 2, 'Long-range': 2, 'reappraisal': 2, 'spate': 2, 'wade': 2, 'regularity': 2, 'Coosa': 2, 'area-wide': 2, 'delusion': 2, 'leeway': 2, 'low-grade': 2, 'brushfire': 2, 'beefed-up': 2, 'Emmerich': 2, 'Touring': 2, 'industrialization': 2, 'hunk': 2, 'abolished': 2, 'tyrant': 2, 'Betancourt': 2, 'Venezuelan': 2, 'benevolent': 2, 'Unquestionably': 2, 'overflowing': 2, 'Thereupon': 2, "Trujillo's": 2, 'mouthing': 2, 'tacit': 2, 'totalitarianism': 2, 'authoritarianism': 2, 'Cabin': 2, 'dismemberment': 2, 'Ulbricht': 2, 'illegally': 2, 'taunts': 2, 'step-by-step': 2, 'canyons': 2, 'unfenced': 2, 'unplowed': 2, 'ecological': 2, 'clinch': 2, 'hard-liquor': 2, 'Broadcasters': 2, 'Distilled': 2, 'Spirits': 2, 'unfairly': 2, 'fatuous': 2, 'livelier': 2, 'public-spirited': 2, 'pawn': 2, 'tacitly': 2, 'patrolled': 2, 'ETV': 2, '$1,000,000': 2, 'departs': 2, 'loquacious': 2, 'subside': 2, 'oratorical': 2, 'Harding': 2, 'FDR': 2, 'un': 2, 'dismembered': 2, 'atrocities': 2, 'demonstrably': 2, 'fantastically': 2, 'expediency': 2, 'reversal': 2, 'Telegraphers': 2, 'compensating': 2, 'Meditations': 2, 'bellowing': 2, 'hijacking': 2, 'Colombian': 2, 'demurrer': 2, 'felonious': 2, 'shockwave': 2, 'riddled': 2, 'ignite': 2, 'calming': 2, 'approvingly': 2, 'Goodbody': 2, 'indenture': 2, 'validate': 2, 'repayable': 2, 'Tract': 2, 'cooperated': 2, "Florida's": 2, 'Singer': 2, 'wizard': 2, "Germany's": 2, 'un-American': 2, 'subversive': 2, 'disagrees': 2, 'blaming': 2, 'purport': 2, 'fleas': 2, 'developers': 2, 'Closed': 2, 'anti-secrecy': 2, 'delegating': 2, 'loopholes': 2, 'expeditious': 2, 'Balaguer': 2, 'warships': 2, 'Trujillos': 2, 'takeover': 2, 'Bosch': 2, 'eradicate': 2, 'Matter': 2, 'Craft': 2, 'secession': 2, 'Organizations': 2, 'feuds': 2, 'bastion': 2, 'outsmarted': 2, 'shortening': 2, "Jackson's": 2, 'fedora': 2, 'prince': 2, "Hodges'": 2, 'Initial': 2, 'jobless': 2, 'Prosperity': 2, "builder's": 2, 'herons': 2, 'desirability': 2, 'conserving': 2, 'joyride': 2, "area's": 2, 'Carbondale': 2, 'Clair': 2, 'reformers': 2, 'primaries': 2, 'sachems': 2, 'Responsibility': 2, 'prerogatives': 2, 'all-powerful': 2, 'discourses': 2, 'statesmanship': 2, 'prosaic': 2, 'shipbuilding': 2, 'Airways': 2, "Taylor's": 2, 'Indochina': 2, 'level-headed': 2, 'grind': 2, 'nonpartisan': 2, 'stipulate': 2, 'hobbled': 2, 'leasing': 2, 'Borough': 2, 'Highways': 2, 'appropriating': 2, 'expediting': 2, 'Inter-american': 2, 'consolidating': 2, 'purge': 2, 'tightest': 2, 'unemotional': 2, 'Suburbs': 2, 'accuses': 2, 'selfless': 2, 'postmen': 2, 'creditors': 2, 'possum': 2, 'requisitioned': 2, '22,000': 2, 'Reason': 2, 'finishes': 2, 'Forgiveness': 2, 'grudges': 2, 'teen-ager': 2, 'toughest': 2, 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'Papers': 2, 'analysed': 2, 'simplistic': 2, 'Analyses': 2, 'pondering': 2, 'nonlinguistic': 2, 'disentangle': 2, 'phonetic': 2, 'phonemics': 2, 'Tonal': 2, 'confusing': 2, 'orthographies': 2, 'transcription': 2, 'Verbal': 2, 'Iraqw': 2, '3.46': 2, '2.75': 2, 'one-eighth': 2, "Swadesh's": 2, 'salmon': 2, 'adverbs': 2, '1.07': 2, 'concordant': 2, '2.0': 2, 'Mon-Khmer': 2, 'I-E': 2, 'Towards': 2, 'unpredictably': 2, 'Gleason': 2, 'asterisks': 2, 'lexical': 2, 'Uto-Aztecan': 2, 'cloudy': 2, 'swerve': 2, 'Prussia': 2, "Poland's": 2, 'Silesia': 2, 'evicted': 2, 'Teheran': 2, 'Neisse': 2, 'exterminate': 2, 'practised': 2, 'Byrnes': 2, 'anti-Soviet': 2, 'Liberated': 2, 'actualities': 2, 'reproach': 2, 'self-government': 2, 'identifications': 2, "Istiqlal's": 2, 'predominance': 2, 'self-interest': 2, 'scrutin': 2, 'maximize': 2, "L'Union": 2, 'Popular': 2, 'demarcation': 2, 'semi-skilled': 2, 'unenthusiastic': 2, 'topping': 2, 'sedate': 2, 'doggedly': 2, 'Mart': 2, 'echelon': 2, 'chartist': 2, 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'polymeric': 2, 'hindrances': 2, 'copolymers': 2, 'lattice': 2, 'ATP': 2, 'benzene': 2, 'initiator': 2, 'Geology': 2, 'hexagonal': 2, 'crystallographic': 2, 'mineralogical': 2, 'Petty': 2, 'J.D.H.': 2, 'indexes': 2, 'Coverage': 2, 'binders': 2, 'parasitic': 2, 'inactivate': 2, 'megawatt': 2, 'inherently': 2, 'appetizing': 2, 'acceptability': 2, 'sterilizing': 2, 'carbide': 2, 'compressive': 2, 'bluntness': 2, 'Carboloy': 2, 'frictional': 2, 'refrigerators': 2, 'frothing': 2, 'interlining': 2, 'end-use': 2, 'Sandwich': 2, 'insulating': 2, 'Readers': 2, 'Furniture': 2, 'hydroxyl-rich': 2, 'end-product': 2, 'polyesters': 2, 'semi-rigid': 2, 'urethanes': 2, 'catalysts': 2, 'latex': 2, 'glycol': 2, 'isocyanate': 2, 'Basically': 2, 'Thermal': 2, 'mixer': 2, 'cushions': 2, 'ironed': 2, '90-degrees-F': 2, 'liters': 2, '160-degrees-F': 2, 'Drying': 2, 'Distances': 2, 'wales': 2, 'fin': 2, '120-degrees': 2, 'rotates': 2, 'eight-inch': 2, 'washer': 2, 'r.p.m.': 2, 'presser': 2, 'tensioning': 2, 'Woven': 2, '43*0C.': 2, 'Refill': 2, 'High-gain': 2, 'photoelectronic': 2, 'Channel-type': 2, 'Image': 2, 'multipactor': 2, 'TSEM': 2, 'high-gain': 2, 'defocusing': 2, 'paraxial': 2, '14-1': 2, 'concentric': 2, 'field-flattening': 2, 'F.R.': 2, 'photocathodes': 2, 'S-11': 2, 'S-20': 2, 'P-11': 2, 'Eq.': 2, 'scatter': 2, 'Bellman': 2, 'accelerations': 2, 'preflight': 2, 'low-pass': 2, '7-3': 2, '7-4': 2, 'Platform': 2, 'perpendicular': 2, 'Gyrocompass': 2, 'north-south': 2, 'X-gyro': 2, 'banners': 2, 'tempt': 2, 'unsmiling': 2, 'stethoscope': 2, 'wagged': 2, 'glinted': 2, "Rachel's": 2, 'defying': 2, 'raped': 2, 'testicle': 2, 'unprotected': 2, 'mourners': 2, 'wraith-like': 2, 'Clumps': 2, 'searchlight': 2, 'Lying': 2, 'snugly': 2, 'mutely': 2, 'Brittany': 2, "C'est": 2, 'oui': 2, 'Christiansen': 2, 'Supplies': 2, 'Beside': 2, 'distrusted': 2, 'Sojourner': 2, 'obsequious': 2, 'snickered': 2, 'disrepair': 2, 'trash': 2, 'doorbell': 2, 'banisters': 2, 'congress': 2, 'pantomime': 2, 'clammy': 2, 'unhitched': 2, 'tousled': 2, 'soothed': 2, 'declaimed': 2, 'Wilkes': 2, 'Trenchard': 2, 'Guns': 2, 'celebrations': 2, 'leapt': 2, 'theatrically': 2, "Harris's": 2, 'Rathbone': 2, 'whinnied': 2, 'tugged': 2, 'ferocity': 2, 'wickedly': 2, 'gloated': 2, 'Houses': 2, "Po'": 2, 'Chavis': 2, 'Startled': 2, 'windowpanes': 2, 'rattled': 2, 'basking': 2, 'yawning': 2, 'consign': 2, "soldiers'": 2, 'roundhouse': 2, 'greening': 2, 'Laurel': 2, "Somebody's": 2, 'shuffled': 2, 'thin-lipped': 2, 'cleft': 2, 'Aggie': 2, 'Lightning': 2, 'crooked': 2, 'straggling': 2, 'jingled': 2, 'insolent': 2, 'haughty': 2, 'shit': 2, 'doin': 2, 'juke': 2, 'tryin': 2, 'haranguing': 2, 'Bastards': 2, 'takin': 2, 'oughta': 2, 'gnashing': 2, "sky's": 2, 'Lookit': 2, 'Yehhh': 2, 'jerk': 2, 'Quick': 2, 'Finnegan': 2, "Voltaire's": 2, 'depraved': 2, 'decry': 2, 'craved': 2, 'Afraid': 2, 'squirmed': 2, 'a-coming': 2, 'misjudged': 2, 'nauseated': 2, 'crazed': 2, 'waded': 2, 'Pitt': 2, 'reloaded': 2, 'slackened': 2, 'pasty': 2, 'rob': 2, 'outface': 2, 'braver': 2, 'Ameaux': 2, 'gaming-card': 2, 'Dancing': 2, 'Bordel': 2, 'chinless': 2, 'dishonor': 2, 'rudely': 2, 'ungodly': 2, 'Ablard': 2, 'Corne': 2, 'sunken': 2, 'adulterers': 2, 'pigeon': 2, 'insurmountable': 2, 'Sleep': 2, 'Nerien': 2, 'godless': 2, 'Tears': 2, "Eli's": 2, 'unleavened': 2, 'firelight': 2, 'premonition': 2, 'rabble': 2, 'blob': 2, 'stationery': 2, 'yellowing': 2, 'stoicism': 2, 'surmounted': 2, 'obscenities': 2, 'obscene': 2, 'Antietam': 2, 'emptiness': 2, 'turban': 2, 'twitching': 2, 'Slice': 2, 'queried': 2, 'darkly': 2, 'sizzled': 2, 'clubbed': 2, 'swirl': 2, 'veining': 2, 'Buckra': 2, 'tits': 2, 'slop': 2, 'ole': 2, 'skippers': 2, 'fer': 2, 'lob-scuse': 2, 'terry-cloth': 2, 'wobbly': 2, 'euphoria': 2, 'jabbed': 2, 'enervating': 2, "'nuff": 2, 'constricted': 2, 'gauged': 2, 'glassy': 2, 'wan': 2, 'uselessness': 2, 'herded': 2, 'wrapper': 2, 'monosyllables': 2, 'restlessly': 2, 'Funny': 2, 'teacart': 2, 'fling': 2, 'Sabine': 2, 'Cestre': 2, 'Alix': 2, 'drawing-room': 2, 'bookcase': 2, "Eugene's": 2, 'concierge': 2, 'clogged': 2, 'unclaimed': 2, 'sight-seeing': 2, 'myrrh': 2, 'aloes': 2, 'Arimathea': 2, 'Pieta': 2, 'ungainly': 2, 'foreheads': 2, 'Tiber': 2, 'sluiced': 2, 'tactile': 2, 'sinewy': 2, 'mid-fifties': 2, 'Jacopo': 2, 'Santo': 2, 'convulsively': 2, 'packs': 2, 'remembrance': 2, 'cronies': 2, 'Hush': 2, 'perplexed': 2, "Joel's": 2, "out'n": 2, 'crowed': 2, 'Manassas': 2, 'insulted': 2, 'scudding': 2, 'buckles': 2, 'hulks': 2, "Breed's": 2, 'seeped': 2, 'thickets': 2, 'violet': 2, 'knob': 2, 'swamps': 2, 'Uplands': 2, 'rostrum': 2, 'chills': 2, "Warsaw's": 2, "Andrei's": 2, 'goddamned': 2, 'Bathyrans': 2, "Death's-Head": 2, "Lublin's": 2, 'Auxiliaries': 2, 'Reinhard': 2, 'haggard': 2, 'son-of-a-bitch': 2, 'ginmill': 2, 'Ballestre': 2, 'jabbing': 2, 'coffeepot': 2, 'Honest': 2, "dog's": 2, 'bleary': 2, 'valet': 2, "O'Dwyer": 2, "O'Dwyers": 2, "Pat's": 2, 'portwatchers': 2, "Hino's": 2, 'unasked': 2, "Kayabashi's": 2, 'Fujimoto': 2, 'Mavis': 2, 'Konishi': 2, 'goose': 2, 'jaded': 2, 'Bishopsgate': 2, 'girlishly': 2, 'crudely': 2, 'milord': 2, 'Minerva': 2, 'owl': 2, 'overdone': 2, 'unhurriedly': 2, 'Demanded': 2, 'Thynne': 2, 'flaunted': 2, 'torches': 2, 'folding': 2, 'slits': 2, 'pouch': 2, 'rampart': 2, 'timbered': 2, 'reclaimed': 2, 'Hillman': 2, 'stocky': 2, 'postures': 2, 'strut': 2, 'mucus': 2, 'fetid': 2, 'hush': 2, 'chute': 2, 'stupidly': 2, 'beech': 2, 'boundless': 2, 'signified': 2, 'gout': 2, 'kit': 2, 'Blevins': 2, "Won't": 2, 'Sit': 2, 'coyness': 2, 'escritoire': 2, 'Um': 2, 'indefinable': 2, 'oblivion': 2, "Mark's": 2, "uncle's": 2, 'ascended': 2, 'waked': 2, 'pig-drunk': 2, 'unscrewed': 2, 'shove': 2, 'lionized': 2, 'cages': 2, 'jutting': 2, 'grunt': 2, 'cuffs': 2, 'funniest': 2, 'ferociously': 2, 'stump': 2, 'whirring': 2, 'Lucretia': 2, 'smoothing': 2, 'writhe': 2, 'brides': 2, 'reprieve': 2, 'loft': 2, 'parched': 2, 'Debora': 2, 'Homemakers': 2, "Albright's": 2, 'possum-hunting': 2, 'darn': 2, "Couldn't": 2, 'wattles': 2, 'lineage': 2, 'stroked': 2, 'gobbled': 2, 'ministrations': 2, 'nestling': 2, 'gingerly': 2, 'swerved': 2, 'remarking': 2, 'wails': 2, 'Sighing': 2, 'untie': 2, 'cherries': 2, 'gardening': 2, 'Halfway': 2, 'clotheshorse': 2, 'overshoes': 2, 'imitating': 2, 'tango': 2, 'jubilantly': 2, 'Jessie': 2, 'goodnight': 2, 'implored': 2, 'Astor': 2, 'double-breasted': 2, 'lapels': 2, 'noisemakers': 2, 'serenaded': 2, 'Scout': 2, 'interne': 2, 'gentleness': 2, 'Listening': 2, 'dad': 2, 'rumdum': 2, 'gangster': 2, 'unlucky': 2, 'Want': 2, 'paunch': 2, "Cate's": 2, 'Quebec': 2, 'napkin': 2, 'sullenly': 2, 'aleck': 2, 'coke': 2, 'yawn': 2, 'unblinkingly': 2, "Admassy's": 2, "Sanford's": 2, 'red-clay': 2, 'puddles': 2, 'drummed': 2, 'about-faced': 2, 'bordered': 2, 'Burch': 2, 'ruse': 2, 'nerve-shattering': 2, 'Admassy': 2, 'muddied': 2, 'thundered': 2, 'reverberated': 2, "must've": 2, 'Biscayne': 2, 'luscious': 2, "Painter's": 2, 'commending': 2, 'dismally': 2, 'punk': 2, 'sipped': 2, 'coupe': 2, "Shayne's": 2, 'paunchy': 2, 'steadied': 2, 'feint': 2, 'macabre': 2, 'hunched': 2, 'Ducking': 2, 'tripped': 2, 'wobbled': 2, 'snowed': 2, 'skeleton': 2, "florist's": 2, 'tracking': 2, 'wearying': 2, 'poodle': 2, 'pecked': 2, 'Carmody': 2, 'Wants': 2, 'distract': 2, 'Machines': 2, 'tomblike': 2, 'Lila': 2, 'contacting': 2, "hangin'": 2, 'crooks': 2, "Angelo's": 2, 'Prettyman': 2, 'Denny': 2, "everything's": 2, 'Domokous': 2, "Skyros'": 2, 'smokehouse': 2, 'credible': 2, "Emile's": 2, 'moccasins': 2, 'curtly': 2, 'dosed': 2, 'ruthlessness': 2, 'drizzling': 2, 'Reckon': 2, "Rev's": 2, 'gulp': 2, 'stinking': 2, 'Jacobs': 2, "Kitti's": 2, "Conrad's": 2, 'Quickly': 2, 'unpredictable': 2, 'grasping': 2, 'cleanly': 2, 'onlookers': 2, "Felix's": 2, 'receded': 2, 'necktie': 2, 'skylights': 2, 'Lissa': 2, 'Cradle': 2, 'Rocco': 2, 'hustled': 2, "Skolman's": 2, 'salvaging': 2, 'discordantly': 2, "money's": 2, 'scraggly': 2, 'Rossi': 2, 'limped': 2, 'sneaking': 2, 'spying': 2, 'Dronk': 2, "Holden's": 2, "Crosson's": 2, 'Deliberately': 2, 'yelp': 2, 'Crosson': 2, 'blatant': 2, 'cringed': 2, 'wilfully': 2, 'morosely': 2, "Ferguson's": 2, 'Good-bye': 2, 'Glad': 2, 'seeping': 2, 'MacReady': 2, 'busboy': 2, 'Precinct': 2, 'lodgings': 2, 'Shrugs': 2, 'centrifuge': 2, 'Forget': 2, 'dereliction': 2, 'Stilts': 2, 'too-large': 2, 'martinis': 2, 'pathologist': 2, 'nasal': 2, 'one-thirty': 2, 'haircut': 2, "Joan's": 2, 'prized': 2, "building's": 2, 'Impossible': 2, 'john': 2, 'swallows': 2, 'uncertainly': 2, 'vestibule': 2, 'fussing': 2, "Hoag's": 2, 'lurching': 2, 'fumed-oak': 2, 'Torrence': 2, 'Schaeffer': 2, 'seepage': 2, 'day-watch': 2, 'Rinker': 2, 'Vaughn': 2, 'eying': 2, 'Gunnar': 2, 'negligence': 2, 'negligent': 2, 'showers': 2, 'Gonzalez': 2, 'Prop.': 2, 'muse': 2, "Casey's": 2, "Burton's": 2, 'wastebasket': 2, 'sodden': 2, 'glint': 2, 'blackmailer': 2, 'sedan': 2, 'appreciatively': 2, 'chartroom': 2, 'padlock': 2, 'buckled': 2, 'wiggling': 2, 'aloneness': 2, 'Jolla': 2, 'Redondo': 2, 'brew': 2, 'Cigarette': 2, 'grimaced': 2, 'hissed': 2, 'lingered': 2, 'exhaled': 2, 'Ran': 2, 'Colored': 2, "Tim's": 2, "Harbor's": 2, 'yachting': 2, 'outriggers': 2, "Moore's": 2, 'redecorated': 2, 'Westmore': 2, 'alimony': 2, 'babbled': 2, 'stinging': 2, 'grazed': 2, 'lumpy': 2, 'fluttered': 2, 'grunting': 2, 'Wharf': 2, 'inwardness': 2, 'hex': 2, 'granite': 2, 'demoniac': 2, 'sneak': 2, 'glowering': 2, 'rumpled': 2, 'morose': 2, 'Sirs': 2, 'escorting': 2, 'mussels': 2, 'doubtfully': 2, 'Brakes': 2, "Haney's": 2, 'hangover': 2, 'surly': 2, 'sickening': 2, 'pallor': 2, 'moistened': 2, 'sulked': 2, 'feverishly': 2, 'crate': 2, 'yuh': 2, 'agin': 2, 'drunker': 2, "Charlie's": 2, 'Maxine': 2, "Seaton's": 2, 'Manny': 2, 'discorporate': 2, 'cusp': 2, 'Boone': 2, 'warily': 2, 'Mahmoud': 2, 'Ones': 2, 'Monitor': 2, 'jackass': 2, 'angelic': 2, 'halo': 2, 'sentient': 2, 'Thought': 2, 'blazed': 2, 'Haijac': 2, 'Bazaar': 2, 'Apocalyptic': 2, 'Sturch': 2, 'navel': 2, 'one-gee': 2, 'suspensor': 2, 'animation': 2, 'unfrozen': 2, "journey's": 2, 'deceleration': 2, 'gender': 2, 'elation': 2, 'Sack': 2, 'Nernst': 2, 'sleepily': 2, 'hugged': 2, 'Nitrogen': 2, 'lug': 2, 'coverall': 2, 'nudged': 2, 'beasts': 2, 'curl': 2, 'spaceship': 2, 'ringed': 2, 'insomnia': 2, 'mucking': 2, 'shipmate': 2, 'Worlds': 2, 'crooned': 2, 'cords': 2, 'digesting': 2, 'diaphragmic': 2, 'scouts': 2, 'Tanner': 2, "pilots'": 2, 'wisecracked': 2, 'screams': 2, 'bawled': 2, 'resembling': 2, 'geysers': 2, 'ditches': 2, 'nester': 2, "hell's": 2, 'idiot': 2, "stallion's": 2, 'Lived': 2, 'rump': 2, 'campfire': 2, 'watchful': 2, 'leavin': 2, 'rustled': 2, 'manes': 2, 'leaping': 2, 'unsteady': 2, 'dabbing': 2, 'Fortune': 2, "Dean's": 2, 'veer': 2, 'Durkin': 2, 'uproar': 2, 'booty': 2, 'hoods': 2, 'canister': 2, 'Guerrillas': 2, 'grub': 2, 'pillar': 2, "comin'": 2, 'Blackfeet': 2, "Oso's": 2, 'Rees': 2, 'lances': 2, 'spine-chilling': 2, 'circling': 2, 'shields': 2, 'saddles': 2, "fire's": 2, 'aback': 2, 'whiteface': 2, 'Carwood': 2, 'expressionless': 2, "Amelia's": 2, 'spineless': 2, 'echoing': 2, 'white-topped': 2, 'Haskell': 2, 'Mitch': 2, "Kruger's": 2, 'Dealing': 2, 'monitors': 2, 'Dangerous': 2, 'Culver': 2, 'great-grandfather': 2, 'omen': 2, 'steeper': 2, 'bruising': 2, 'sweetest': 2, 'expectantly': 2, "somethin'": 2, 'hunkered': 2, 'levis': 2, 'handsomer': 2, 'figger': 2, "y'know": 2, 'Mis-ter': 2, "deputy's": 2, 'numbing': 2, 'Dimly': 2, 'leaden': 2, 'Slash-B': 2, 'sourdough': 2, 'Ramirez': 2, "marshal's": 2, 'lockup': 2, 'Harper': 2, 'Cheyenne': 2, 'buckboard': 2, 'lawmen': 2, 'insinuations': 2, 'shoot-down': 2, "sportin'": 2, "Sportin'": 2, 'skulls': 2, "Powell's": 2, 'Keane': 2, 'Stacey': 2, 'trigger-happy': 2, 'pitchfork': 2, 'tines': 2, "takin'": 2, 'caked': 2, "Sally's": 2, 'heal': 2, 'beaver': 2, "Nate's": 2, 'Emigrant': 2, 'Jacksons': 2, 'fiddle': 2, 'Harrow': 2, 'exuberantly': 2, 'flexed': 2, 'Farmer': 2, 'brightened': 2, 'Conestoga': 2, 'thar': 2, "ye're": 2, 'Quit': 2, 'ragging': 2, 'tailgate': 2, 'onct': 2, "Clemens'": 2, 'ma': 2, 'dodged': 2, 'Nerves': 2, 'tipsy': 2, 'Forced': 2, 'somnolent': 2, 'half-filled': 2, 'half-drunk': 2, "Colcord's": 2, 'Crip': 2, 'disdainful': 2, 'puckered': 2, 'twinkling': 2, 'brushy': 2, 'Fleischman': 2, 'Ormoc': 2, 'Belton': 2, 'straps': 2, 'rumbled': 2, 'Tacloban': 2, 'cliffs': 2, 'Gracias': 2, 'rainbow': 2, 'ovals': 2, 'supplicating': 2, 'mah': 2, 'Corporal': 2, 'didn': 2, 'ejaculated': 2, 'smilingly': 2, 'onleh': 2, 'bawh': 2, 'thet': 2, 'Huhmun': 2, 'crannies': 2, 'Senor': 2, 'wadded': 2, "cab's": 2, 'Wanna': 2, 'amigo': 2, 'hollered': 2, 'Tee-wah': 2, 'bobbed': 2, 'hyphenated': 2, 'unoccupied': 2, 'teetotaler': 2, 'muffler': 2, 'Zing': 2, 'caller': 2, 'stills': 2, 'Bryn': 2, 'Mawr': 2, 'Underwater': 2, 'Oatnut': 2, 'Grits': 2, 'salacious': 2, 'plain-clothesmen': 2, "How'd": 2, 'PM': 2, 'Mardi': 2, 'Gras': 2, 'sexy': 2, 'unuttered': 2, 'outspread': 2, 'encircled': 2, 'smacked': 2, "Meredith's": 2, "Walter's": 2, 'tickled': 2, 'sneezed': 2, 'expertly': 2, 'waitress': 2, 'acknowledgement': 2, 'cashmere': 2, 'brassiere': 2, 'Eurydice': 2, 'scorched': 2, 'replenished': 2, 'pelting': 2, 'slopping': 2, 'sour': 2, 'Bonaventure': 2, 'Pauson': 2, 'revolting': 2, 'Melanesian': 2, 'blue-black': 2, 'maku': 2, "Frayne's": 2, 'crone': 2, 'bib': 2, 'Horsely': 2, 'sneaker': 2, 'nudge': 2, "Them's": 2, 'moaned': 2, 'kneeled': 2, 'Brahmaputra': 2, 'headwalls': 2, 'Assam': 2, 'Hump': 2, 'crates': 2, 'hating': 2, 'searing': 2, 'ferocious': 2, 'strutted': 2, 'puffy': 2, 'swig': 2, 'braving': 2, 'snorkle': 2, 'fatigues': 2, "Matsuo's": 2, 'wristwatch': 2, 'canteen': 2, 'Sake': 2, 'wrenched': 2, 'purify': 2, 'reeled': 2, 'henchmen': 2, 'Rust': 2, 'Doran': 2, 'rip-roaring': 2, 'Store': 2, 'dodging': 2, 'splintered': 2, 'outlaw': 2, 'lawman': 2, 'blissfully': 2, 'starched': 2, 'thrills': 2, 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'rifling': 1, 'whimper': 1, 'objets': 1, "d'art": 1, 'rectitude': 1, 'malign': 1, 'recapitulate': 1, 'Hostaria': 1, 'Orso': 1, 'jimmied': 1, 'Hastening': 1, 'khaki': 1, 'eludes': 1, 'Victrola': 1, 'tangos': 1, 'paso': 1, 'doble': 1, 'glommed': 1, 'snuffboxes': 1, 'jade-handled': 1, 'sandalwood': 1, 'Kodaks': 1, 'afghan': 1, 'lammed': 1, 'constables': 1, 'Javert': 1, 'gird': 1, 'effloresce': 1, 'frambesia': 1, 'clonic': 1, 'curtain-raiser': 1, 'Occidental': 1, 'delimit': 1, 'affronted': 1, 'heisted': 1, 'obsidian': 1, 'statuette': 1, 'earth-touching': 1, 'Dying': 1, 'teakwood': 1, 'Jehovah': 1, 'Allah': 1, "'fess": 1, 'maltreat': 1, 'Presence': 1, 'jokers': 1, 'Khmer': 1, 'Musee': 1, 'Guimet': 1, 'Salpetriere': 1, 'leprosy': 1, "Hell's": 1, 'chaulmoogra': 1, 'fantods': 1, 'imploring': 1, 'desecration': 1, 'Sudanese': 1, 'juju': 1, 'livers': 1, 'Khartoum': 1, 'provenance': 1, 'applejack': 1, 'Ganessa': 1, 'Siva': 1, 'Krishna': 1, 'Travancore': 1, 'subcontinent': 1, 'Kali': 1, 'worshiped': 1, 'Thuggee': 1, 'Nuf': 1, 'amulet': 1, 'housebreakers': 1, 'mem': 1, 'rajah': 1, 'Inscribed': 1, 'Balinese': 1, 'Tjokorda': 1, 'Agoeng': 1, 'Whosoever': 1, 'rooftree': 1, 'cocu': 1, 'fishmongers': 1, 'vandals': 1, 'forty-fifth': 1, 'pap': 1, 'gorging': 1, 'pinball': 1, 'Ubermenschen': 1, 'befell': 1, 'wisenheimer': 1, 'joss': 1, 'Bombay': 1, 'garlanded': 1, 'cartons': 1, 'yapping': 1, 'scarify': 1, 'areaways': 1, 'exasperate': 1, 'Evenings': 1, "Paglieri's": 1, 'Backyard': 1, 'donning': 1, 'Sole': 1, 'Mio': 1, 'arboreal': 1, 'chivying': 1, 'retaliate': 1, 'stubbed': 1, 'contentedly': 1, 'tallow': 1, 'crisscrossed': 1, 'Spector': 1, 'process-server': 1, 'Grimesby': 1, "Roylott's": 1, 'speckled': 1, 'incubi': 1, 'masterly': 1, 'beggary': 1, 'hubris': 1, 'plumbed': 1, 'bathos': 1, 'besmirched': 1, 'extremis': 1, 'pityingly': 1, 'horoscope': 1, 'sidle': 1, 'Bodhisattva': 1, 'hors': 1, 'yaws': 1, 'fluke': 1, 'bilharziasis': 1, 'Compassionately': 1, 'Perelman': 1, 'exhaling': 1, 'aviary': 1, 'olive-flushed': 1, 'coral-colored': 1, 'boucle': 1, 'stupefying': 1})
print("Number of types:", len(tokenCounter))
print("Number of tokens:", sum(tokenCounter.values()))
Number of types: 56057 Number of tokens: 1161192
from nltk.util import ngrams
tokenBigrams = defaultdict(Counter)
tokenNgrams = list(ngrams(tokens, 2))
for tok in tokenNgrams:
tokenBigrams[tok[0]][tok[1]] += 1
tokenBigramCount = Counter(tokenNgrams)
print("Number of bigram types:", len(tokenBigramCount))
print("Number of bigrams:", sum(tokenBigramCount.values()))
#print(tokenBigramCount)
Number of bigram types: 455267 Number of bigrams: 1161191
print(tokenBigrams["the"]["hope"])
17
Count the number of n-grams that occur a certain number of times:
n = 1
countTokCounter = Counter(tokenCounter.values())
print("Number of n-grams with frequence", n, "is", countTokCounter[n])
print("Proportion:", countTokCounter[n]/len(tokens))
Number of n-grams with frequence 1 is 25559 Proportion: 0.022011002487099463
n = 1
countCounter = Counter(tokenBigramCount.values())
print("Number of n-grams with frequence", n, "is", countCounter[n])
print("Proportion:", countCounter[n]/sum(tokenBigramCount.values()))
Number of n-grams with frequence 1 is 340621 Proportion: 0.29333761629223787
totalTokens = len(tokens)
totalTypes = len(tokenCounter)
w = "Prateek"
Cw = tokenCounter[w]
print((Cw + 1) / (totalTokens + totalTypes))
8.215246017864874e-07
smoothedTokenCounter = {}
for token in tokenCounter:
Cw = tokenCounter[token]
smoothedTokenCounter[token] = (Cw + 1) / (totalTokens + totalTypes)
print(smoothedTokenCounter)
{'The': 0.005963447084368112, 'Fulton': 1.4787442832156774e-05, 'County': 7.065111575363791e-05, 'Grand': 1.5608967433943262e-05, 'Jury': 4.107623008932437e-06, 'said': 0.0015970438258729315, 'Friday': 5.011300070897573e-05, 'an': 0.002910661664129525, 'investigation': 3.6147082478605446e-05, 'of': 0.029641429157058252, "Atlanta's": 4.107623008932437e-06, 'recent': 0.00013801613310012988, 'primary': 7.722331256792982e-05, 'election': 5.997129593041358e-05, 'produced': 7.475873876257036e-05, '``': 0.007260634430588975, 'no': 0.0014639568403835206, 'evidence': 0.00016594796956087045, "''": 0.007221201249703224, 'that': 0.008410768873090058, 'any': 0.0010696250315260067, 'irregularities': 7.393721416078387e-06, 'took': 0.00034996948036104364, 'place': 0.00043458651434505184, '.': 0.040539774524357794, 'jury': 5.2577574514335196e-05, 'further': 0.00016019729734836503, 'in': 0.016050126145102605, 'term-end': 1.6430492035729749e-06, 'presentments': 1.6430492035729749e-06, 'the': 0.051521093876437773, 'City': 0.0001109058212411758, 'Executive': 8.215246017864873e-06, 'Committee': 7.311568955899738e-05, ',': 0.04792363764521474, 'which': 0.002909018614925952, 'had': 0.004192240042916445, 'over-all': 2.9574885664313547e-05, 'charge': 9.940447681616497e-05, 'deserves': 1.3965918230370285e-05, 'praise': 1.4787442832156774e-05, 'and': 0.02293368078347158, 'thanks': 2.300268885002165e-05, 'Atlanta': 2.9574885664313547e-05, 'for': 0.007263920528996121, 'manner': 0.00010269057522331093, 'was': 0.008032867556268274, 'conducted': 4.60053777000433e-05, 'September-October': 1.6430492035729749e-06, 'term': 6.572196814291899e-05, 'been': 0.0020299872910144105, 'charged': 4.7648426903616267e-05, 'by': 0.004193061567518232, 'Superior': 1.3965918230370285e-05, 'Court': 9.11892307983001e-05, 'Judge': 3.286098407145949e-05, 'Durwood': 1.6430492035729749e-06, 'Pye': 1.6430492035729749e-06, 'to': 0.02114029257777168, 'investigate': 9.85829522143785e-06, 'reports': 6.49004435411325e-05, 'possible': 0.0003072502010681463, 'hard-fought': 2.4645738053594624e-06, 'won': 5.668519752326763e-05, 'Mayor-nominate': 1.6430492035729749e-06, 'Ivan': 4.107623008932437e-06, 'Allen': 1.7252016637516235e-05, 'Jr.': 6.243586973577305e-05, 'Only': 8.46170339840082e-05, 'a': 0.017976601336291916, 'relative': 3.6968607080391934e-05, 'handful': 1.1501344425010824e-05, 'such': 0.0009800788499312795, 'received': 0.00013473003469298392, 'considering': 3.286098407145949e-05, 'widespread': 2.546726265538111e-05, 'interest': 0.0002661739709788219, 'number': 0.0003844735136360761, 'voters': 1.5608967433943262e-05, 'size': 0.00011419191964832175, 'this': 0.0032589880952869953, 'city': 0.00021359639646448673, 'it': 0.005523931422412341, 'did': 0.0008174169787775549, 'find': 0.000325323742307449, 'many': 0.0007607317812542873, "Georgia's": 8.215246017864873e-06, 'registration': 1.97165904428757e-05, 'laws': 7.229416495721089e-05, 'are': 0.003560487624142636, 'outmoded': 4.107623008932437e-06, 'or': 0.0033838598347585417, 'inadequate': 2.7110311858954083e-05, 'often': 0.0002875336106252706, 'ambiguous': 1.889506584108921e-05, 'It': 0.0016742671384408613, 'recommended': 3.861165628396491e-05, 'legislators': 1.3965918230370285e-05, 'act': 0.00013801613310012988, 'have': 0.0031981952747547953, 'these': 0.001009653735595593, 'studied': 6.572196814291899e-05, 'revised': 1.232286902679731e-05, 'end': 0.00032943136531638146, 'modernizing': 4.107623008932437e-06, 'improving': 1.3965918230370285e-05, 'them': 0.001468064463392453, 'grand': 2.546726265538111e-05, 'commented': 1.5608967433943262e-05, 'on': 0.005254471353026373, 'other': 0.0013374420517084016, 'topics': 9.036770619651361e-06, 'among': 0.00025878024956274353, 'purchasing': 1.232286902679731e-05, 'departments': 2.1359639646448672e-05, 'well': 0.0006227156481541574, 'operated': 2.300268885002165e-05, 'follow': 7.475873876257036e-05, 'generally': 9.858295221437849e-05, 'accepted': 7.804483716971631e-05, 'practices': 4.1897754691110856e-05, 'inure': 2.4645738053594624e-06, 'best': 0.0002809614138109787, 'both': 0.0005290618435504978, 'governments': 4.2719279292897344e-05, 'Merger': 1.6430492035729749e-06, 'proposed': 6.818654194827845e-05, 'However': 0.00014048070690548934, 'believes': 3.6147082478605446e-05, 'two': 0.0010778402775438714, 'offices': 3.286098407145949e-05, 'should': 0.000711440305147098, 'be': 0.005212573598335262, 'combined': 3.286098407145949e-05, 'achieve': 4.2719279292897344e-05, 'greater': 0.0001495174775251407, 'efficiency': 4.025470548753788e-05, 'reduce': 5.175604991254871e-05, 'cost': 0.0001840215108001732, 'administration': 8.543855858579469e-05, 'Purchasing': 3.2860984071459497e-06, 'Department': 0.0001355515592947704, 'is': 0.008225104313086313, 'lacking': 2.218116424823516e-05, 'experienced': 4.436232849647032e-05, 'clerical': 8.215246017864873e-06, 'personnel': 5.997129593041358e-05, 'as': 0.005509965504181971, 'result': 0.00020045200283590292, 'policies': 5.504214831969465e-05, 'urged': 2.875336106252706e-05, 'take': 0.00047484121983258973, 'steps': 9.529685380723253e-05, 'remedy': 1.1501344425010824e-05, 'problem': 0.00025713720035917055, 'Implementation': 3.2860984071459497e-06, 'automobile': 3.6147082478605446e-05, 'title': 4.354080389468383e-05, 'law': 0.0002283838392966435, 'also': 0.0008215246017864874, 'outgoing': 7.393721416078387e-06, 'next': 0.0002982134304484949, 'Legislature': 2.300268885002165e-05, 'provide': 0.0001766277893840948, 'enabling': 1.1501344425010824e-05, 'funds': 7.475873876257036e-05, 're-set': 1.6430492035729749e-06, 'effective': 0.00010597667363045688, 'date': 8.46170339840082e-05, 'so': 0.0014425972007370718, 'orderly': 1.7252016637516235e-05, 'implementation': 4.929147610718925e-06, 'may': 0.0010622313101099283, 'effected': 1.0679819823224336e-05, 'swipe': 2.4645738053594624e-06, 'at': 0.004078048123268123, 'State': 0.00021688249487163266, 'Welfare': 6.5721968142918994e-06, "Department's": 1.3144393628583799e-05, 'handling': 3.1217934867886523e-05, 'federal': 9.283228000187308e-05, 'granted': 4.436232849647032e-05, 'child': 0.00017334169097694884, 'welfare': 3.861165628396491e-05, 'services': 0.00010597667363045688, 'foster': 4.929147610718925e-06, 'homes': 5.093452531076222e-05, 'This': 0.0009693990301080552, 'one': 0.0023610617055343647, 'major': 0.00018730760920731914, 'items': 5.9149771328627094e-05, 'general': 0.0002563156757573841, 'assistance': 7.065111575363791e-05, 'program': 0.0003072502010681463, 'but': 0.0024711460021737543, 'has': 0.0019930186839340184, 'seen': 0.000227562314694857, 'fit': 6.161434513398656e-05, 'distribute': 5.750672212505412e-06, 'through': 0.0007738761748828712, 'all': 0.002240297589071751, 'counties': 2.6288787257167598e-05, 'state': 0.00044773090797363565, 'with': 0.005761352032328636, 'exception': 3.368250867324598e-05, 'receives': 1.7252016637516235e-05, 'none': 7.640178796614333e-05, 'money': 0.00021359639646448673, 'jurors': 4.107623008932437e-06, 'they': 0.002278909245355716, 'realize': 5.750672212505412e-05, 'proportionate': 8.215246017864873e-06, 'distribution': 6.900806655006494e-05, 'might': 0.000551243007798733, 'disable': 1.6430492035729749e-06, 'our': 0.0009390026198419551, 'less': 0.0003507910049628301, 'populous': 4.929147610718925e-06, 'Nevertheless': 3.532555787681896e-05, 'we': 0.001621689563926526, 'feel': 0.00017827083858766777, 'future': 0.00017744931398588128, 'receive': 6.325739433755954e-05, 'some': 0.0011567066393153743, 'portion': 5.175604991254871e-05, 'available': 0.00019798742903054346, 'Failure': 4.107623008932437e-06, 'do': 0.0010351209982509741, 'will': 0.0018114617469392048, 'continue': 8.708160778936766e-05, 'disproportionate': 2.4645738053594624e-06, 'burden': 3.6968607080391934e-05, 'taxpayers': 1.7252016637516235e-05, "ordinary's": 1.6430492035729749e-06, 'court': 9.940447681616497e-05, 'under': 0.0005331694665594303, 'fire': 0.00014048070690548934, 'its': 0.001463135315781734, 'appointment': 2.218116424823516e-05, 'appraisers': 1.6430492035729749e-06, 'guardians': 4.107623008932437e-06, 'administrators': 4.929147610718925e-06, 'awarding': 3.2860984071459497e-06, 'fees': 2.300268885002165e-05, 'compensation': 1.4787442832156774e-05, 'Wards': 1.6430492035729749e-06, 'protected': 2.6288787257167598e-05, 'found': 0.00044115871115934374, 'incorporated': 1.0679819823224336e-05, 'into': 0.001464778364985307, 'operating': 6.736501734649196e-05, 'procedures': 5.093452531076222e-05, 'recommendations': 1.8073541239302723e-05, 'previous': 6.982959115185143e-05, 'juries': 1.6430492035729749e-06, 'Bar': 9.85829522143785e-06, 'Association': 7.14726403554244e-05, 'interim': 9.036770619651361e-06, 'citizens': 6.49004435411325e-05, 'committee': 6.654349274470547e-05, 'These': 0.00028424751221812464, 'actions': 5.586367292148114e-05, 'serve': 8.543855858579469e-05, 'protect': 2.875336106252706e-05, 'fact': 0.0003680430216003464, 'effect': 0.0001758062647823083, "court's": 2.4645738053594624e-06, 'wards': 2.4645738053594624e-06, 'from': 0.003456975524317539, 'undue': 1.1501344425010824e-05, 'costs': 0.00014212375610906232, 'appointed': 3.532555787681896e-05, 'elected': 2.7110311858954083e-05, 'servants': 1.889506584108921e-05, 'unmeritorious': 1.6430492035729749e-06, 'criticisms': 9.85829522143785e-06, 'Regarding': 1.6430492035729749e-06, 'new': 0.0008716376024954631, 'multi-million-dollar': 2.4645738053594624e-06, 'airport': 9.85829522143785e-06, 'when': 0.0014352034793209934, 'management': 7.311568955899738e-05, 'takes': 7.14726403554244e-05, 'Jan.': 1.7252016637516235e-05, '1': 0.0004337649897432653, 'eliminate': 2.1359639646448672e-05, 'political': 0.0002094887734555543, 'influences': 1.232286902679731e-05, 'not': 0.0036344248383034204, 'elaborate': 2.6288787257167598e-05, 'added': 0.00014130223150727583, 'there': 0.0015428232021550234, 'periodic': 7.393721416078387e-06, 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'legislation': 3.6968607080391934e-05, 'permit': 6.243586973577305e-05, 'establishment': 4.354080389468383e-05, 'fair': 5.668519752326763e-05, 'equitable': 9.85829522143785e-06, 'pension': 1.0679819823224336e-05, 'plan': 0.000161840346551938, 'employes': 1.3144393628583799e-05, 'praised': 1.1501344425010824e-05, 'operation': 8.790313239115415e-05, 'Police': 1.8073541239302723e-05, 'Tax': 9.036770619651361e-06, "Commissioner's": 1.6430492035729749e-06, 'Office': 3.450403327503247e-05, 'Bellwood': 1.6430492035729749e-06, 'Alpharetta': 1.6430492035729749e-06, 'prison': 3.368250867324598e-05, 'farms': 1.3965918230370285e-05, 'Grady': 4.929147610718925e-06, 'Hospital': 2.9574885664313547e-05, 'Health': 1.4787442832156774e-05, 'Mayor': 2.546726265538111e-05, 'William': 0.00012158564106440014, 'B.': 6.325739433755954e-05, 'Hartsfield': 4.929147610718925e-06, 'filed': 2.793183646074057e-05, 'suit': 4.025470548753788e-05, 'divorce': 2.464573805359462e-05, 'his': 0.005312799599753214, 'wife': 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8.215246017864873e-06, 'reduced': 6.407891893934602e-05, 'debate': 2.3824213451808133e-05, 'authorize': 4.929147610718925e-06, 'Agency': 7.393721416078387e-06, 'establish': 4.8469951505402755e-05, 'county-wide': 2.4645738053594624e-06, '300,000': 5.750672212505412e-06, 'population': 0.00011254887044474877, 'require': 7.065111575363791e-05, 'children': 0.0002817829384127652, 'between': 0.0005890331394809115, '6': 9.447532920544604e-05, 'attend': 4.518385309825681e-05, 'permitting': 8.215246017864873e-06, 'older': 7.722331256792982e-05, 'residential': 3.450403327503247e-05, 'School': 6.325739433755954e-05, 'Deaf': 1.6430492035729749e-06, 'here': 0.0004994869578861844, 'Operating': 5.750672212505412e-06, 'budget': 4.7648426903616267e-05, 'five': 0.00019963047823411644, 'Harris': 2.3824213451808133e-05, 'Bexar': 1.6430492035729749e-06, 'Tarrant': 1.6430492035729749e-06, 'El': 1.7252016637516235e-05, 'Paso': 9.036770619651361e-06, '$451,500': 1.6430492035729749e-06, 'savings': 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2.4645738053594624e-06, 'later': 0.0002941058074395625, 'house': 0.00032943136531638146, 'finally': 0.00010844124743581633, 'sent': 0.00011829954265725419, 'extending': 2.3824213451808133e-05, 'authority': 6.900806655006494e-05, 'planning': 9.529685380723253e-05, 'cities': 8.790313239115415e-05, 'senate': 4.929147610718925e-06, 'quickly': 7.229416495721089e-05, 'whipped': 1.0679819823224336e-05, 'meager': 4.929147610718925e-06, 'fare': 6.5721968142918994e-06, 'bills': 3.779013168217842e-05, 'committees': 1.3144393628583799e-05, 'passing': 5.175604991254871e-05, 'calendar': 2.3824213451808133e-05, 'One': 0.0003450403327503247, 'validated': 1.6430492035729749e-06, 'acts': 3.1217934867886523e-05, 'districts': 3.0396410266100035e-05, 'Another': 9.20107554000866e-05, 'enlarged': 6.5721968142918994e-06, 'Beaumont': 3.2860984071459497e-06, 'Navigation': 1.6430492035729749e-06, 'District': 4.8469951505402755e-05, 'third': 0.00014130223150727583, 'amended': 1.232286902679731e-05, 'creation': 3.861165628396491e-05, 'Lamar': 3.2860984071459497e-06, 'previously': 4.60053777000433e-05, 'adopted': 3.779013168217842e-05, 'Without': 3.532555787681896e-05, 'dissent': 4.929147610718925e-06, 'senators': 4.929147610718925e-06, 'A.': 9.11892307983001e-05, 'R.': 5.093452531076222e-05, 'Schwartz': 5.750672212505412e-06, 'Galveston': 2.4645738053594624e-06, 'mentally': 1.3144393628583799e-05, 'retarded': 6.5721968142918994e-06, 'Gulf': 1.4787442832156774e-05, 'Coast': 2.300268885002165e-05, 'district': 6.407891893934602e-05, 'Money': 5.750672212505412e-06, 'meantime': 9.036770619651361e-06, 'accept': 5.9149771328627094e-05, 'gifts': 9.85829522143785e-06, 'donations': 2.4645738053594624e-06, 'site': 5.3399099116121684e-05, 'Two': 8.379550938222171e-05, 'revision': 7.393721416078387e-06, 'Louis': 6.079282053220007e-05, 'Crump': 1.6430492035729749e-06, 'Saba': 1.6430492035729749e-06, '17,000': 1.6430492035729749e-06, 'retailers': 4.929147610718925e-06, 'group': 0.0003138223978824382, 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'danger': 5.668519752326763e-05, 'points': 0.00011829954265725419, 'setbacks': 3.2860984071459497e-06, 'firmly': 4.107623008932437e-05, 'fixed': 6.736501734649196e-05, 'Exploratory': 1.6430492035729749e-06, 'mood': 3.0396410266100035e-05, 'vagueness': 3.2860984071459497e-06, 'tactical': 7.393721416078387e-06, 'appreciation': 1.889506584108921e-05, 'semipublic': 1.6430492035729749e-06, 'affair': 2.793183646074057e-05, 'fewer': 2.793183646074057e-05, 'Soviet': 0.00010597667363045688, 'correspondents': 4.929147610718925e-06, 'accredited': 2.4645738053594624e-06, 'impression': 3.779013168217842e-05, 'during': 0.0003729721692110653, 'popularity': 1.4787442832156774e-05, 'came': 0.0005109883023111952, 'tentative': 1.3144393628583799e-05, 'exploratory': 3.2860984071459497e-06, 'frame': 6.079282053220007e-05, 'mind': 0.0002669954955806084, 'listen': 2.875336106252706e-05, 'learn': 6.900806655006494e-05, 'enunciate': 1.6430492035729749e-06, 'scale': 4.60053777000433e-05, 'detailed': 4.1897754691110856e-05, 'application': 5.3399099116121684e-05, 'individual': 0.00019223675681803804, 'spots': 2.6288787257167598e-05, 'speech': 5.093452531076222e-05, 'gave': 0.0002349560361109354, 'tremendous': 3.1217934867886523e-05, 'march': 2.0538115044662184e-05, 'events': 8.215246017864874e-05, 'inside': 0.00013390851009119744, 'preoccupied': 9.036770619651361e-06, 'months': 0.00015526814973764613, 'core': 3.532555787681896e-05, 'reiterated': 2.4645738053594624e-06, "States'": 4.107623008932437e-06, 'profound': 2.300268885002165e-05, 'attachment': 4.929147610718925e-06, 'cornerstone': 3.2860984071459497e-06, 'foreign': 0.00011172734584296228, 'nuclear': 9.11892307983001e-05, 'submarines': 1.6430492035729746e-05, 'eventually': 3.6147082478605446e-05, "NATO's": 1.6430492035729749e-06, 'disposal': 1.7252016637516235e-05, 'European': 5.093452531076222e-05, 'waters': 3.0396410266100035e-05, 'solemnly': 7.393721416078387e-06, 'repeated': 4.6826902301829785e-05, 'Union': 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9.036770619651362e-05, 'apparent': 4.7648426903616267e-05, 'spring': 8.872465699294064e-05, 'impetus': 5.750672212505412e-06, 'main': 8.954618159472713e-05, 'directions': 2.1359639646448672e-05, 'deeper': 3.1217934867886523e-05, 'timely': 8.215246017864873e-06, 'consultation': 7.393721416078387e-06, 'within': 0.0002645309217752489, 'Economic': 2.0538115044662184e-05, 'Cooperation': 3.2860984071459497e-06, 'Development': 2.0538115044662184e-05, 'ratified': 3.2860984071459497e-06, 'method': 0.00011337039504653526, 'coordinating': 4.107623008932437e-06, 'underdeveloped': 9.036770619651361e-06, 'countries': 0.00012240716566618663, 'strengthening': 1.0679819823224336e-05, 'conventional': 4.107623008932437e-05, 'forces': 0.00012240716566618663, 'maintenance': 4.929147610718924e-05, 'deterrent': 6.5721968142918994e-06, 'threshold': 1.232286902679731e-05, "alliance's": 1.6430492035729749e-06, 'difficult': 0.00013226546088762446, 'come': 0.0004846995150540276, 'Each': 9.7761427612592e-05, 'ally': 8.215246017864873e-06, 'laid': 6.407891893934602e-05, 'completely': 9.11892307983001e-05, 'fulfilled': 9.85829522143785e-06, 'moves': 3.0396410266100035e-05, 'haltingly': 2.4645738053594624e-06, 'Geneva': 1.4787442832156774e-05, 'conference': 5.093452531076222e-05, 'Laos': 5.3399099116121684e-05, 'erupts': 1.6430492035729749e-06, 'optimism': 1.3144393628583799e-05, 'Communists': 3.286098407145949e-05, 'docile': 4.107623008932437e-06, 'table': 0.00012158564106440014, 'military': 0.000161840346551938, 'ground': 0.00015198205133050018, 'explain': 5.2577574514335196e-05, 'mainly': 2.464573805359462e-05, 'interested': 8.626008318758118e-05, 'setting': 4.929147610718924e-05, 'international': 9.693990301080551e-05, 'inspection': 1.7252016637516235e-05, 'prevent': 6.900806655006494e-05, 'Communist': 7.640178796614333e-05, 'attacks': 1.7252016637516235e-05, 'neighboring': 2.0538115044662184e-05, 'Thailand': 4.107623008932437e-06, 'South': 0.0001495174775251407, 'Viet': 1.3965918230370285e-05, 'Nam': 1.1501344425010824e-05, 'count': 3.6147082478605446e-05, 'neutral': 2.793183646074057e-05, 'attending': 1.889506584108921e-05, 'hopes': 4.107623008932437e-05, 'Lao': 1.4787442832156774e-05, 'Cabinet': 4.929147610718925e-06, 'dominated': 1.6430492035729746e-05, 'acceptable': 1.7252016637516235e-05, 'possibility': 7.229416495721089e-05, 'Policies': 2.4645738053594624e-06, 'modified': 1.1501344425010824e-05, 'inclination': 7.393721416078387e-06, 'de': 4.025470548753788e-05, 'facto': 6.5721968142918994e-06, 'cease-fire': 6.5721968142918994e-06, 'insist': 2.300268885002165e-05, 'verification': 4.107623008932437e-06, 'control': 0.00017252016637516235, 'commission': 2.300268885002165e-05, 'participating': 1.232286902679731e-05, 'modifications': 4.929147610718925e-06, 'compelled': 1.5608967433943262e-05, 'excuses': 2.4645738053594624e-06, 'chain': 4.025470548753788e-05, 'errors': 3.450403327503247e-05, 'Its': 6.49004435411325e-05, 'spokesmen': 1.0679819823224336e-05, 'reforms': 1.232286902679731e-05, 'economic': 0.00018073541239302724, 'critical': 4.60053777000433e-05, 'moving': 9.11892307983001e-05, 'confrontations': 1.6430492035729749e-06, 'showing': 5.093452531076222e-05, 'gain': 6.079282053220007e-05, 'free': 0.00020045200283590292, 'world': 0.0005627443522237439, 'arises': 1.232286902679731e-05, 'How': 0.00017416321557873533, 'dealing': 3.450403327503247e-05, 'aggression': 9.036770619651361e-06, 'Former': 3.2860984071459497e-06, 'Vice-President': 3.2860984071459497e-06, 'Richard': 5.9149771328627094e-05, 'Nixon': 2.1359639646448672e-05, 'Detroit': 1.8073541239302723e-05, 'firmer': 5.750672212505412e-06, 'tougher': 8.215246017864873e-06, 'feels': 3.779013168217842e-05, 'tendency': 4.107623008932437e-05, 'conciliatory': 2.4645738053594624e-06, 'restrained': 1.1501344425010824e-05, 'Gallup': 1.6430492035729749e-06, 'understates': 1.6430492035729749e-06, 'situation': 0.000161840346551938, 'hardly': 8.215246017864874e-05, 'restrain': 9.036770619651361e-06, 'raising': 2.875336106252706e-05, 'power': 0.0002686385447841814, 'amateurish': 3.2860984071459497e-06, 'monumental': 4.929147610718925e-06, 'blunders': 1.6430492035729749e-06, 'Cuba': 3.94331808857514e-05, 'correspondent': 1.0679819823224336e-05, 'constantly': 3.450403327503247e-05, 'score': 4.929147610718924e-05, 'reply': 3.1217934867886523e-05, 'country': 0.00025713720035917055, 'politics': 5.4220623717908165e-05, 'wisdom': 3.532555787681896e-05, 'Senator': 3.1217934867886523e-05, 'Thruston': 1.6430492035729749e-06, 'Morton': 1.3144393628583799e-05, 'R': 3.1217934867886523e-05, 'Kentucky': 1.232286902679731e-05, 'National': 0.00013473003469298392, 'responsible': 5.9149771328627094e-05, 'outcome': 2.218116424823516e-05, 'coalition': 1.3144393628583799e-05, 'susceptible': 5.750672212505412e-06, 'domination': 1.3144393628583799e-05, 'assailed': 4.107623008932437e-06, 'direction': 0.00010926277203760282, 'Harvard': 2.875336106252706e-05, 'Boston': 5.093452531076222e-05, 'Brandeis': 1.6430492035729749e-06, 'educators': 5.750672212505412e-06, 'Detente': 1.6430492035729749e-06, 'pleads': 1.6430492035729749e-06, 'invasion': 1.3144393628583799e-05, 'exile': 4.107623008932437e-06, 'groups': 0.00010351209982509741, 'recommends': 2.4645738053594624e-06, 'instead': 0.00010679819823224337, 'detach': 1.6430492035729749e-06, 'Castro': 2.7110311858954083e-05, 'regime': 1.97165904428757e-05, 'bloc': 9.036770619651361e-06, 'diplomatic': 2.300268885002165e-05, 'detente': 1.6430492035729749e-06, 'resumption': 8.215246017864873e-06, 'trade': 0.0001109058212411758, ';': 0.0045734274581453755, 'concentrate': 9.85829522143785e-06, 'constructive': 1.3144393628583799e-05, 'efforts': 0.00010351209982509741, 'Latin': 4.1897754691110856e-05, 'America': 0.00016019729734836503, 'conditions': 0.00014787442832156774, 'totalitarian': 5.750672212505412e-06, 'nationalism': 2.875336106252706e-05, 'feeds': 9.036770619651361e-06, 'intervention': 1.7252016637516235e-05, 'specific': 9.036770619651362e-05, 'provocation': 4.929147610718925e-06, 'clearly': 9.7761427612592e-05, 'shipped': 5.750672212505412e-06, 'tolerated': 5.750672212505412e-06, 'Until': 2.3824213451808133e-05, 'Cuban': 1.6430492035729746e-05, 'fiasco': 4.107623008932437e-06, 'victories': 6.5721968142918994e-06, 'observer': 1.1501344425010824e-05, 'blended': 4.107623008932437e-06, 'respected': 9.85829522143785e-06, 'opinions': 3.6968607080391934e-05, 'voiced': 4.929147610718925e-06, 'professors': 1.232286902679731e-05, 'Aid': 5.750672212505412e-06, 'revamped': 3.2860984071459497e-06, 'Very': 2.0538115044662184e-05, 'early': 0.0002743892169966868, 'Kremlin': 9.85829522143785e-06, 'channels': 1.97165904428757e-05, 'disclosed': 1.232286902679731e-05, 'react': 1.3144393628583799e-05, 'Eisenhower': 4.1897754691110856e-05, 'formative': 2.4645738053594624e-06, 'period': 0.00021688249487163266, 'Strenuous': 1.6430492035729749e-06, 'remove': 4.1897754691110856e-05, 'pin': 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0.00017252016637516235, 'And': 0.0007714116010775117, 'territory': 2.300268885002165e-05, 'exposed': 2.875336106252706e-05, 'huge': 4.436232849647032e-05, 'build-up': 4.107623008932437e-06, 'acclaimed': 4.107623008932437e-06, 'performing': 1.4787442832156774e-05, 'great': 0.0005003084824879708, 'Asia': 3.6968607080391934e-05, 'SEATO': 4.929147610718925e-06, 'steamed': 5.750672212505412e-06, 'prepared': 8.46170339840082e-05, 'contingency': 3.2860984071459497e-06, 'coping': 6.5721968142918994e-06, 'losses': 3.861165628396491e-05, 'want': 0.0002686385447841814, 'risk': 4.436232849647032e-05, 'all-out': 5.750672212505412e-06, 'war': 0.00025138652814666516, 'disagreed': 3.2860984071459497e-06, 'complication': 4.107623008932437e-06, 'concluded': 2.7110311858954083e-05, 'ill': 2.218116424823516e-05, 'suited': 1.889506584108921e-05, 'unlike': 2.793183646074057e-05, 'determined': 9.858295221437849e-05, 'neighbors': 3.368250867324598e-05, 'favor': 6.407891893934602e-05, 'neutralized': 4.929147610718925e-06, 'pro-Western': 1.0679819823224336e-05, 'helped': 5.504214831969465e-05, 'revolt': 7.393721416078387e-06, 'Souvanna': 5.750672212505412e-06, 'Phouma': 4.107623008932437e-06, 'neutralist': 7.393721416078387e-06, 'appear': 9.693990301080551e-05, 'spark': 9.036770619651361e-06, 'fighting': 5.2577574514335196e-05, 'spirit': 0.00013226546088762446, 'Royal': 1.889506584108921e-05, 'certainly': 9.693990301080551e-05, 'energy': 7.968788637328927e-05, 'displayed': 1.7252016637516235e-05, 'hilt': 3.2860984071459497e-06, 'ideas': 0.00011419191964832175, 'Prince': 2.6288787257167598e-05, 'trusting': 4.107623008932437e-06, 'gradually': 3.6147082478605446e-05, 'relinquish': 5.750672212505412e-06, 'factor': 5.9149771328627094e-05, 'Fulbright': 2.4645738053594624e-06, 'D': 4.1897754691110856e-05, 'Arkansas': 1.5608967433943262e-05, 'Relations': 8.215246017864873e-06, '25': 6.818654194827845e-05, 'erred': 3.2860984071459497e-06, 'half': 0.00021688249487163266, 'encouraging': 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'Exchange': 9.85829522143785e-06, 'Phelan': 1.6430492035729749e-06, 'exchange': 4.929147610718924e-05, 'stockholder': 2.4645738053594624e-06, 'securities': 6.5721968142918994e-06, 'Oil': 7.393721416078387e-06, '$120': 1.6430492035729749e-06, 'debentures': 5.750672212505412e-06, 'Read': 6.5721968142918994e-06, "Gulf's": 1.6430492035729749e-06, 'holdings': 4.107623008932437e-06, '2,700,877': 1.6430492035729749e-06, 'surrender': 1.889506584108921e-05, 'convertible': 8.215246017864873e-06, '923,076': 1.6430492035729749e-06, 'Due': 3.2860984071459497e-06, '1986': 3.2860984071459497e-06, 'consisted': 2.0538115044662184e-05, '4-7/8': 1.6430492035729749e-06, '100%': 7.393721416078387e-06, '4-1/2%': 1.6430492035729749e-06, 'subordinated': 4.107623008932437e-06, '1991': 1.6430492035729749e-06, '$70': 1.6430492035729749e-06, '1971': 1.6430492035729749e-06, '1976': 1.6430492035729749e-06, '$80': 1.6430492035729749e-06, '1981': 1.6430492035729749e-06, '$90': 2.4645738053594624e-06, 'thereafter': 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'ICC': 1.6430492035729749e-06, 'rebuffed': 4.107623008932437e-06, 'railroads': 1.3144393628583799e-05, 'three-way': 2.4645738053594624e-06, 'O-B': 1.6430492035729749e-06, "hemisphere's": 1.6430492035729749e-06, 'borrowing': 5.750672212505412e-06, 'rose': 5.8328246726840606e-05, "Tuesday's": 1.6430492035729749e-06, 'weekly': 1.97165904428757e-05, '$1.1': 4.107623008932437e-06, '90-day': 1.6430492035729749e-06, '2.325%': 1.6430492035729749e-06, '2.295%': 1.6430492035729749e-06, 'Consumer': 3.2860984071459497e-06, 'outlook': 2.9574885664313547e-05, 'polled': 1.6430492035729749e-06, 'one-third': 1.232286902679731e-05, 'resistance': 3.861165628396491e-05, 'buying': 2.464573805359462e-05, 'renting': 4.929147610718925e-06, 'narrowed': 8.215246017864873e-06, 'saturation': 4.929147610718925e-06, 'Increase': 1.6430492035729749e-06, "Center's": 1.6430492035729749e-06, "builders'": 2.4645738053594624e-06, 'Expect': 1.6430492035729749e-06, 'presumably': 2.875336106252706e-05, 'jump': 1.97165904428757e-05, "1960's": 6.5721968142918994e-06, '1,257,700': 1.6430492035729749e-06, 'non-farm': 1.6430492035729749e-06, 'Starts': 1.6430492035729749e-06, 'discrepancy': 9.85829522143785e-06, 'Leaders': 1.6430492035729749e-06, 'invited': 2.218116424823516e-05, 'businessmen': 1.1501344425010824e-05, 'Elburn': 1.6430492035729749e-06, 'Farm': 1.0679819823224336e-05, 'dealer': 2.0538115044662184e-05, 'Houtz': 2.4645738053594624e-06, 'tilts': 2.4645738053594624e-06, 'battered': 8.215246017864873e-06, 'chair': 5.504214831969465e-05, 'pickers': 3.2860984071459497e-06, 'Ehlers': 1.6430492035729749e-06, 'competitor': 3.2860984071459497e-06, '50%': 1.5608967433943262e-05, '20%': 4.929147610718925e-06, 'Though': 5.4220623717908165e-05, 'experiencing': 6.5721968142918994e-06, 'climbing': 9.036770619651361e-06, 'Paradoxically': 3.2860984071459497e-06, 'slash': 3.2860984071459497e-06, 'output': 2.9574885664313547e-05, 'acreage': 9.036770619651361e-06, 'lowest': 1.1501344425010824e-05, 'fertilizer': 4.107623008932437e-06, 'yields': 6.5721968142918994e-06, 'Fields': 3.2860984071459497e-06, 'dense': 8.215246017864873e-06, 'efficiently': 7.393721416078387e-06, 'supports': 1.232286902679731e-05, 'pushing': 1.4787442832156774e-05, 'Seven': 1.6430492035729746e-05, 'averaging': 8.215246017864873e-06, '10%': 6.5721968142918994e-06, '13%': 1.6430492035729749e-06, 'retail': 1.6430492035729746e-05, '14%': 3.2860984071459497e-06, 'Keeler': 3.2860984071459497e-06, 'Harvester': 3.2860984071459497e-06, 'lag': 3.2860984071459497e-06, '5%': 5.750672212505412e-06, 'sections': 5.4220623717908165e-05, 'upswing': 2.4645738053594624e-06, 'drought-seared': 1.6430492035729749e-06, 'notable': 1.6430492035729746e-05, 'exceptions': 2.1359639646448672e-05, 'uptrend': 1.6430492035729749e-06, 'extends': 1.0679819823224336e-05, 'yardstick': 2.4645738053594624e-06, 'Farmers': 6.5721968142918994e-06, 'tractors': 6.5721968142918994e-06, 'implements': 4.107623008932437e-06, 'gasoline': 9.85829522143785e-06, 'appliances': 7.393721416078387e-06, 'chemicals': 4.107623008932437e-06, 'haggling': 3.2860984071459497e-06, "aren't": 2.6288787257167598e-05, 'conscious': 3.861165628396491e-05, 'Sioux': 7.393721416078387e-06, 'Iowa': 4.107623008932437e-06, 'picker': 1.6430492035729749e-06, '$2,700': 1.6430492035729749e-06, "Dealers'": 3.2860984071459497e-06, '25%': 5.750672212505412e-06, 'affects': 1.6430492035729746e-05, 'shipments': 1.3144393628583799e-05, 'Tractor': 2.4645738053594624e-06, 'Massey-Ferguson': 1.6430492035729749e-06, 'Ltd.': 4.929147610718925e-06, 'Toronto': 5.750672212505412e-06, '2,418': 1.6430492035729749e-06, '869': 1.6430492035729749e-06, 'Staiger': 1.6430492035729749e-06, 'inventories': 1.0679819823224336e-05, 'stepped-up': 3.2860984071459497e-06, 'shortages': 3.2860984071459497e-06, 'Merritt': 2.4645738053594624e-06, 'Motor': 3.2860984071459497e-06, 'demanding': 1.6430492035729746e-05, 'delivery': 1.4787442832156774e-05, 'trailed': 7.393721416078387e-06, 'year-earlier': 2.4645738053594624e-06, "Government's": 9.036770619651361e-06, 'feed': 9.693990301080551e-05, 'grain': 2.300268885002165e-05, 'cutback': 1.6430492035729749e-06, 'planted': 9.85829522143785e-06, 'Nearly': 6.5721968142918994e-06, 'chiefly': 1.8073541239302723e-05, 'Total': 2.4645738053594624e-06, 'forecast': 9.036770619651361e-06, '129%': 1.6430492035729749e-06, '1947-49': 1.6430492035729749e-06, "farmers'": 4.107623008932437e-06, 'economists': 4.929147610718925e-06, '$1.4': 1.6430492035729749e-06, 'subsidies': 2.4645738053594624e-06, 'incentive': 1.0679819823224336e-05, '$639': 1.6430492035729749e-06, 'receipts': 6.5721968142918994e-06, 'marketings': 3.2860984071459497e-06, '$39.5': 1.6430492035729749e-06, '$1.5': 1.6430492035729749e-06, 'Net': 4.107623008932437e-06, '$12.7': 1.6430492035729749e-06, 'index': 6.325739433755954e-05, 'mid-September': 3.2860984071459497e-06, '242%': 1.6430492035729749e-06, '1910-14': 1.6430492035729749e-06, '237%': 1.6430492035729749e-06, 'mid-July': 1.6430492035729749e-06, 'depletion': 5.750672212505412e-06, 'mid-1960': 1.6430492035729749e-06, 'pipe': 1.7252016637516235e-05, 'clay': 6.982959115185143e-05, 'mined': 3.2860984071459497e-06, 'figuring': 5.750672212505412e-06, 'taxable': 6.5721968142918994e-06, 'deducted': 4.107623008932437e-06, 'percentages': 5.750672212505412e-06, 'materials': 7.804483716971631e-05, 'producers': 1.232286902679731e-05, 'assets': 1.1501344425010824e-05, 'adjourning': 1.6430492035729749e-06, 'softened': 6.5721968142918994e-06, "ruling's": 1.6430492035729749e-06, 'prior-year': 1.6430492035729749e-06, 'returns': 2.6288787257167598e-05, 'clay-mining': 1.6430492035729749e-06, 'allows': 1.6430492035729746e-05, 'mineral': 9.85829522143785e-06, 'signing': 6.5721968142918994e-06, 'industries': 2.3824213451808133e-05, 'Charitable': 1.6430492035729749e-06, 'deductions': 9.85829522143785e-06, 'I.R.S.': 2.4645738053594624e-06, 'furnish': 2.464573805359462e-05, 'particulars': 4.929147610718925e-06, 'Requests': 3.2860984071459497e-06, 'substantiation': 1.6430492035729749e-06, 'suspects': 4.107623008932437e-06, 'donor': 4.929147610718925e-06, 'material': 0.0001437668053126353, 'revenuers': 1.6430492035729749e-06, 'deduction': 8.215246017864873e-06, 'deductibility': 1.6430492035729749e-06, 'realty': 1.6430492035729749e-06, 'owed': 1.3144393628583799e-05, 'disposed': 1.5608967433943262e-05, 'liquidation': 1.0679819823224336e-05, 'disallowed': 1.6430492035729749e-06, 'invoking': 4.107623008932437e-06, 'bars': 3.286098407145949e-05, 'incurred': 8.215246017864873e-06, 'tax-freedom': 1.6430492035729749e-06, 'stemmed': 3.2860984071459497e-06, 'liquidations': 1.6430492035729749e-06, 'Ninth': 4.929147610718925e-06, 'challenges': 4.107623008932437e-06, 'year-old': 1.6430492035729749e-06, 'creating': 2.464573805359462e-05, '$1,800': 1.6430492035729749e-06, 'termination': 7.393721416078387e-06, 'cadet': 2.4645738053594624e-06, 'taxed': 1.1501344425010824e-05, 'entirety': 6.5721968142918994e-06, 'taxpayer': 9.85829522143785e-06, 'pad': 7.393721416078387e-06, 'invoices': 1.6430492035729749e-06, "taxpayer's": 2.4645738053594624e-06, 'kickbacks': 1.6430492035729749e-06, 'commenting': 3.2860984071459497e-06, 'province': 1.232286902679731e-05, 'morality': 2.464573805359462e-05, 'transaction': 4.929147610718925e-06, 'kerosene': 4.929147610718925e-06, 'boats': 3.94331808857514e-05, 'railing': 3.2860984071459497e-06, 'vessel': 1.3144393628583799e-05, "manufacturers'": 2.4645738053594624e-06, 'household-type': 1.6430492035729749e-06, 'Hiring': 1.6430492035729749e-06, "one's": 5.2577574514335196e-05, 'tax-aided': 1.6430492035729749e-06, 'spouse': 3.2860984071459497e-06, 'entitled': 4.6826902301829785e-05, 'distributions': 9.036770619651361e-06, 'coverage': 1.97165904428757e-05, 'tax-free': 7.393721416078387e-06, 'frequent': 2.875336106252706e-05, 'pitfall': 3.2860984071459497e-06, 'warn': 9.85829522143785e-06, 'declare': 7.393721416078387e-06, 'discriminatory': 3.2860984071459497e-06, 'Possible': 1.6430492035729749e-06, 'upshots': 1.6430492035729749e-06, 'briefs': 1.6430492035729749e-06, 'Voters': 2.4645738053594624e-06, 'imposition': 4.929147610718925e-06, '2%': 8.215246017864873e-06, '1%': 2.4645738053594624e-06, 'supreme': 1.5608967433943262e-05, 'applied': 8.790313239115415e-05, 'wholly-owned': 2.4645738053594624e-06, 'subsidiary': 6.5721968142918994e-06, 'divulging': 1.6430492035729749e-06, 'identity': 4.60053777000433e-05, 'parent': 1.3144393628583799e-05, 'computed': 1.8073541239302723e-05, 'non-profit': 3.2860984071459497e-06, 'realized': 5.750672212505412e-05, 'entities': 9.85829522143785e-06, 'edged': 6.5721968142918994e-06, 'seasonally': 1.6430492035729749e-06, 'adjusted': 1.97165904428757e-05, '$18.2': 1.6430492035729749e-06, '$18.9': 2.4645738053594624e-06, 'chart': 1.4787442832156774e-05, 'seasonal': 6.5721968142918994e-06, 'adjustment': 2.7110311858954083e-05, 'pre-Easter': 1.6430492035729749e-06, 'inclined': 1.8073541239302723e-05, 'surge': 8.215246017864873e-06, 'Adjusted': 9.036770619651361e-06, 'steep': 1.1501344425010824e-05, '2.5%': 1.6430492035729749e-06, '$17.8': 1.6430492035729749e-06, 'Greer': 5.750672212505412e-06, 'tasteful': 2.4645738053594624e-06, 'sophisticated': 2.218116424823516e-05, 'Neiman-Marcus': 4.107623008932437e-06, 'titian-haired': 1.6430492035729749e-06, 'personification': 3.2860984071459497e-06, 'Exposition': 2.4645738053594624e-06, 'Ballroom': 1.6430492035729749e-06, 'Ferdinando': 1.6430492035729749e-06, 'Sarmi': 1.6430492035729749e-06, 'creator': 5.750672212505412e-06, 'fashions': 4.107623008932437e-06, 'Rolnick': 1.6430492035729749e-06, 'Byer-Rolnick': 1.6430492035729749e-06, 'Hat': 1.6430492035729749e-06, 'designer': 1.5608967433943262e-05, 'Wragge': 1.6430492035729749e-06, 'casuals': 1.6430492035729749e-06, 'Vivier': 1.6430492035729749e-06, 'Dior': 1.6430492035729749e-06, 'shoes': 3.6968607080391934e-05, 'France': 6.243586973577305e-05, 'toes': 1.6430492035729746e-05, 'lowered': 1.8073541239302723e-05, 'heels': 1.8073541239302723e-05, 'revolutionized': 3.2860984071459497e-06, 'shoe': 1.232286902679731e-05, 'ebony': 3.2860984071459497e-06, 'plaques': 4.107623008932437e-06, 'luncheons': 2.4645738053594624e-06, 'Marcus': 6.5721968142918994e-06, 'Beneficiary': 1.6430492035729749e-06, 'showings': 2.4645738053594624e-06, 'Crippled': 1.6430492035729749e-06, 'Cerebral': 1.6430492035729749e-06, 'Palsy': 1.6430492035729749e-06, 'Treatment': 4.929147610718925e-06, 'loves': 1.6430492035729746e-05, 'clothes': 7.229416495721089e-05, 'carefully': 6.982959115185143e-05, 'prefers': 4.929147610718925e-06, 'timeless': 2.4645738053594624e-06, 'Occasionally': 1.3965918230370285e-05, 'deserts': 4.929147610718925e-06, 'piece': 0.00010679819823224337, 'simply': 0.0001371946084983434, 'Fogelson': 1.6430492035729749e-06, 'commuting': 4.929147610718925e-06, 'Bel-Air': 1.6430492035729749e-06, 'ranch': 2.218116424823516e-05, 'Pecos': 1.6430492035729749e-06, 'Mexico': 1.6430492035729746e-05, 'Therefore': 4.107623008932437e-05, 'wardrobe': 7.393721416078387e-06, 'mobile': 2.1359639646448672e-05, "moment's": 4.929147610718925e-06, 'shake': 1.3965918230370285e-05, 'wrinkle': 2.4645738053594624e-06, 'creations': 3.2860984071459497e-06, 'designers': 7.393721416078387e-06, 'pictures': 5.175604991254871e-05, 'Norell': 2.4645738053594624e-06, 'likes': 1.6430492035729746e-05, 'classic': 2.9574885664313547e-05, 'chemise': 1.6430492035729749e-06, 'jersey': 1.6430492035729749e-06, 'Irene': 2.4645738053594624e-06, 'long-bodied': 1.6430492035729749e-06, 'silhouette': 4.107623008932437e-06, 'femininity': 2.4645738053594624e-06, 'charm': 2.1359639646448672e-05, 'Ceil': 1.6430492035729749e-06, 'Balenciaga': 1.6430492035729749e-06, 'struggling': 1.7252016637516235e-05, 'actress': 4.929147610718925e-06, 'reminisces': 1.6430492035729749e-06, 'drama': 3.6147082478605446e-05, 'simplicity': 1.3965918230370285e-05, 'appreciate': 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2.4645738053594624e-06, 'enriching': 1.6430492035729749e-06, 'Gas': 4.929147610718925e-06, 'debonair': 1.6430492035729749e-06, 'fins': 4.929147610718925e-06, 'wind-and-water': 1.6430492035729749e-06, 'oases': 2.4645738053594624e-06, 'gulped': 3.2860984071459497e-06, 'gallons': 5.750672212505412e-06, 'wiping': 5.750672212505412e-06, 'headlights': 7.393721416078387e-06, 'chrome': 4.107623008932437e-06, 'Tires': 1.6430492035729749e-06, 'OK': 4.929147610718925e-06, 'Check': 1.232286902679731e-05, 'sir': 2.875336106252706e-05, 'polished': 1.232286902679731e-05, 'windshield': 5.750672212505412e-06, 'loving': 1.232286902679731e-05, 'stuck': 1.97165904428757e-05, 'nozzle': 4.107623008932437e-06, 'tank': 1.0679819823224336e-05, 'gloomily': 3.2860984071459497e-06, 'smallest': 1.1501344425010824e-05, 'Get': 2.546726265538111e-05, 'mileage': 1.1501344425010824e-05, 'unhappily': 7.393721416078387e-06, 'clobbers': 1.6430492035729749e-06, 'Crunch': 1.6430492035729749e-06, 'die': 5.750672212505412e-05, '$1.80': 1.6430492035729749e-06, 'fair-weather': 2.4645738053594624e-06, 'yesteryear': 3.2860984071459497e-06, 'finned': 1.6430492035729749e-06, 'fore': 5.750672212505412e-06, 'aft': 4.929147610718925e-06, 'darling': 9.036770619651361e-06, 'doormen': 3.2860984071459497e-06, 'Dollar': 3.2860984071459497e-06, 'tipped': 4.107623008932437e-06, 'caps': 5.750672212505412e-06, 'politely': 9.036770619651361e-06, 'tuck': 1.6430492035729749e-06, 'Cadillacs': 2.4645738053594624e-06, 'doorman': 4.107623008932437e-06, 'calm': 2.875336106252706e-05, 'blood': 9.447532920544604e-05, 'much-copied': 1.6430492035729749e-06, 'craftsman': 2.4645738053594624e-06, 'Duncan': 4.107623008932437e-06, 'Phyfe': 4.107623008932437e-06, 'snubbed': 3.2860984071459497e-06, 'Presidents': 7.393721416078387e-06, 'furnishings': 8.215246017864873e-06, 'Decorators': 1.6430492035729749e-06, 'acquired': 2.218116424823516e-05, 'sofas': 3.2860984071459497e-06, "Mansion's": 1.6430492035729749e-06, "1800's": 1.6430492035729749e-06, 'heirs': 2.4645738053594624e-06, 'descendants': 4.107623008932437e-06, 'Rutherford': 1.6430492035729749e-06, 'Tranquility': 2.4645738053594624e-06, 'Andover': 3.2860984071459497e-06, 'Authenticated': 1.6430492035729749e-06, 'uncommon': 7.393721416078387e-06, 'acquisition': 1.4787442832156774e-05, 'consisting': 2.300268885002165e-05, 'sidechairs': 1.6430492035729749e-06, 'armchairs': 2.4645738053594624e-06, 'AID': 4.107623008932437e-06, 'undertaken': 1.4787442832156774e-05, 'redecoration': 2.4645738053594624e-06, 'Jacqueline': 4.107623008932437e-06, 'secure': 2.546726265538111e-05, "AID's": 1.6430492035729749e-06, 'miniature': 8.215246017864873e-06, 'museum': 1.3965918230370285e-05, 'Americana': 4.929147610718925e-06, 'refurbishing': 1.6430492035729749e-06, 'unveiled': 3.2860984071459497e-06, 'rarity': 2.4645738053594624e-06, 'antiquarians': 1.6430492035729749e-06, 'mantlepiece': 1.6430492035729749e-06, 'attributed': 1.5608967433943262e-05, 'McIntyre': 1.6430492035729749e-06, 'woodcarver': 1.6430492035729749e-06, 'competed': 2.4645738053594624e-06, '1792': 3.2860984071459497e-06, 'mantel': 3.2860984071459497e-06, 'demolished': 4.107623008932437e-06, 'fireplace': 5.750672212505412e-06, 'painted': 3.368250867324598e-05, 'match': 3.450403327503247e-05, 'paneling': 5.750672212505412e-06, "committee's": 1.6430492035729749e-06, 'Lenygon': 1.6430492035729749e-06, "Lenygon's": 1.6430492035729749e-06, 'associates': 1.1501344425010824e-05, 'Lehman': 1.6430492035729749e-06, 'McCluskey': 1.6430492035729749e-06, 'Jussel': 1.6430492035729749e-06, 'wellknown': 1.6430492035729749e-06, 'Regional': 4.929147610718925e-06, '75-minute': 1.6430492035729749e-06, "people's": 1.232286902679731e-05, 'lawn': 1.232286902679731e-05, '85-piece': 1.6430492035729749e-06, 'Transylvania': 2.4645738053594624e-06, 'Brevard': 4.929147610718925e-06, 'musicians': 3.286098407145949e-05, 'greet': 6.5721968142918994e-06, '325': 1.6430492035729749e-06, 'crippled': 4.929147610718925e-06, 'cardiac': 1.6430492035729749e-06, 'Concerts': 4.929147610718925e-06, 'delighted': 1.3965918230370285e-05, 'welcoming': 4.929147610718925e-06, 'approached': 3.6968607080391934e-05, 'bandstand': 4.107623008932437e-06, 'Mansion': 1.6430492035729749e-06, 'Star': 8.215246017864873e-06, 'Spangled': 1.6430492035729749e-06, 'Banner': 2.4645738053594624e-06, 'Hail': 4.929147610718925e-06, 'Marine': 1.3144393628583799e-05, 'Band': 8.215246017864873e-06, 'grateful': 2.1359639646448672e-05, 'mounting': 9.85829522143785e-06, 'shaking': 1.7252016637516235e-05, 'Pfohl': 3.2860984071459497e-06, 'white-clad': 3.2860984071459497e-06, 'dozens': 9.036770619651361e-06, 'stretching': 1.4787442832156774e-05, 'horizon': 2.300268885002165e-05, 'Displaying': 1.6430492035729749e-06, 'England-born': 1.6430492035729749e-06, 'chamber': 2.6288787257167598e-05, 'Vermont': 1.8073541239302723e-05, 'duplicated': 2.4645738053594624e-06, 'sun-tanned': 1.6430492035729749e-06, 'paused': 2.3824213451808133e-05, 'tent': 1.7252016637516235e-05, 'blonde': 1.7252016637516235e-05, 'Holbrook': 1.6430492035729749e-06, 'Rainier': 1.6430492035729749e-06, 'Handicapped': 3.2860984071459497e-06, 'nuns': 4.107623008932437e-06, 'Sharpe': 2.546726265538111e-05, 'tag': 4.929147610718925e-06, 'red': 0.00010104752601973795, 'lemonade': 3.2860984071459497e-06, 'teenage': 4.107623008932437e-06, 'music-loving': 2.4645738053594624e-06, 'gathered': 2.7110311858954083e-05, 'listening': 3.1217934867886523e-05, 'rapt': 1.6430492035729749e-06, 'liaison': 4.929147610718925e-06, 'Sousa': 1.6430492035729749e-06, 'Stripes': 1.6430492035729749e-06, 'Forever': 2.4645738053594624e-06, 'Conductor': 1.6430492035729749e-06, 'Letitia': 2.4645738053594624e-06, 'Baldrige': 4.107623008932437e-06, 'correspondence': 2.0538115044662184e-05, '85-student': 1.6430492035729749e-06, 'Carolina': 2.1359639646448672e-05, 'Gallery': 1.1501344425010824e-05, 'Bouton': 2.4645738053594624e-06, "Gallery's": 3.2860984071459497e-06, 'curator': 2.4645738053594624e-06, 'simultaneous': 7.393721416078387e-06, 'tours': 8.215246017864873e-06, '85': 9.036770619651361e-06, 'remaining': 3.450403327503247e-05, 'visitors': 2.875336106252706e-05, "Rembrandt's": 2.4645738053594624e-06, 'self-portrait': 1.6430492035729749e-06, 'sad': 2.875336106252706e-05, 'noticed': 4.1897754691110856e-05, "Raphael's": 1.6430492035729749e-06, 'Alba': 1.6430492035729749e-06, 'Madonna': 3.2860984071459497e-06, 'Monet': 3.2860984071459497e-06, 'painting': 4.7648426903616267e-05, 'Rheims': 1.6430492035729749e-06, 'Cathedral': 2.4645738053594624e-06, 'Gogh': 2.4645738053594624e-06, 'impressionist': 3.2860984071459497e-06, 'benches': 7.393721416078387e-06, 'downstairs': 1.0679819823224336e-05, 'lobby': 1.6430492035729746e-05, 'Bales': 1.6430492035729749e-06, 'Confederacy': 5.750672212505412e-06, 'gallery': 1.5608967433943262e-05, 'aide': 7.393721416078387e-06, 'sculptures': 6.5721968142918994e-06, 'blue-uniformed': 1.6430492035729749e-06, 'Renaissance': 1.232286902679731e-05, 'preferred': 2.218116424823516e-05, 'Boucher': 2.4645738053594624e-06, 'Courbet': 1.6430492035729749e-06, 'Fra': 1.6430492035729749e-06, 'Angelico': 1.6430492035729749e-06, 'impressed': 2.546726265538111e-05, 'rotunda': 3.2860984071459497e-06, 'fountain': 1.0679819823224336e-05, 'seemingly': 1.3144393628583799e-05, 'remote': 2.7110311858954083e-05, 'collonaded': 1.6430492035729749e-06, 'sphynxes': 1.6430492035729749e-06, 'perched': 4.107623008932437e-06, '1733': 1.6430492035729749e-06, 'nw.': 1.6430492035729749e-06, 'bustling': 1.6430492035729749e-06, 'Masons': 3.2860984071459497e-06, 'Pike': 3.203945946967301e-05, '1859': 9.036770619651361e-06, '1891': 4.107623008932437e-06, 'high-ceilinged': 2.4645738053594624e-06, 'eulogized': 1.6430492035729749e-06, 'historian': 2.546726265538111e-05, 'poet': 5.668519752326763e-05, 'journalist': 9.036770619651361e-06, 'soldier': 3.203945946967301e-05, 'musician': 1.97165904428757e-05, 'laying': 9.85829522143785e-06, 'wreath': 7.393721416078387e-06, 'crypt': 1.6430492035729749e-06, '1500': 2.4645738053594624e-06, 'biennial': 1.6430492035729749e-06, 'Ancient': 5.750672212505412e-06, 'Accepted': 2.4645738053594624e-06, 'Jurisdiction': 1.6430492035729749e-06, '5-day': 2.4645738053594624e-06, '2:30': 3.2860984071459497e-06, 'tomb': 9.85829522143785e-06, "Nation's": 4.929147610718925e-06, 'Washington-Alexandria': 1.6430492035729749e-06, 'Alexandria': 4.107623008932437e-06, 'monotonous': 7.393721416078387e-06, 'discouraged': 1.3144393628583799e-05, 'chatting': 2.4645738053594624e-06, 'Hurt': 1.6430492035729749e-06, 'ignoring': 4.107623008932437e-06, 'disgusted': 5.750672212505412e-06, 'miserable': 1.1501344425010824e-05, 'listened': 2.546726265538111e-05, 'poured': 2.464573805359462e-05, 'discussing': 1.3965918230370285e-05, 'UGF': 1.6430492035729749e-06, 'nearest': 2.0538115044662184e-05, 'separately': 1.1501344425010824e-05, 'antagonisms': 2.4645738053594624e-06, 'solving': 6.5721968142918994e-06, 'evenings': 1.232286902679731e-05, 'bed-time': 1.6430492035729749e-06, 'preceeded': 1.6430492035729749e-06, 'rough-housing': 1.6430492035729749e-06, 'outsiders': 7.393721416078387e-06, 'Blacks': 1.6430492035729749e-06, 'measured': 5.4220623717908165e-05, 'Givers': 1.6430492035729749e-06, 'Anticipated': 1.6430492035729749e-06, 'Skyline': 4.107623008932437e-06, 'materialize': 3.2860984071459497e-06, 'rangers': 1.6430492035729749e-06, 'leisurely': 4.107623008932437e-06, 'colors': 4.107623008932437e-05, 'haze': 6.5721968142918994e-06, 'crucial': 2.546726265538111e-05, 'attitude': 8.790313239115415e-05, 'exchanges': 4.929147610718925e-06, 'confrontation': 7.393721416078387e-06, 'inevitable': 2.793183646074057e-05, 'desirable': 3.0396410266100035e-05, 'realities': 1.3144393628583799e-05, 'decisive': 1.6430492035729746e-05, 'define': 1.7252016637516235e-05, 'implement': 4.107623008932437e-06, 'Nikita': 6.5721968142918994e-06, 'deterioration': 3.2860984071459497e-06, 'heightened': 5.750672212505412e-06, 'announcements': 5.750672212505412e-06, 'catastrophe': 9.036770619651361e-06, 'stakes': 4.107623008932437e-06, 'encounters': 7.393721416078387e-06, 'Churchill': 1.0679819823224336e-05, 'diplomacy': 1.4787442832156774e-05, 'summit': 9.85829522143785e-06, 'full-dress': 1.6430492035729749e-06, 'lull': 2.4645738053594624e-06, 'inroads': 3.2860984071459497e-06, 'informal': 1.5608967433943262e-05, 'Camp': 7.393721416078387e-06, 'misunderstanding': 9.036770619651361e-06, 'illusory': 2.4645738053594624e-06, 'denunciation': 4.107623008932437e-06, 'U-2': 1.6430492035729749e-06, 'tended': 2.0538115044662184e-05, 'propaganda': 2.3824213451808133e-05, 'one-sided': 2.4645738053594624e-06, 'concessions': 6.5721968142918994e-06, 'negotiation': 5.750672212505412e-06, 'aims': 1.3965918230370285e-05, 'summitry': 1.6430492035729749e-06, 'Pre-inaugural': 1.6430492035729749e-06, 'Thus': 0.0001371946084983434, 'intimated': 4.929147610718925e-06, 'inauguration': 3.2860984071459497e-06, 'confronted': 2.546726265538111e-05, 'delicate': 2.300268885002165e-05, 'shifting': 9.85829522143785e-06, 'smiles': 9.85829522143785e-06, 'toughness': 5.750672212505412e-06, 'debates': 5.750672212505412e-06, 'compel': 4.107623008932437e-06, 'awakening': 3.2860984071459497e-06, 'shift': 3.450403327503247e-05, 'weakened': 5.750672212505412e-06, 'illusion': 3.1217934867886523e-05, 'formulating': 4.107623008932437e-06, 'Above': 1.8073541239302723e-05, 'hat': 4.60053777000433e-05, "Khrushchev's": 1.232286902679731e-05, 'Attitude': 1.6430492035729749e-06, 'eventual': 9.85829522143785e-06, 'Ideally': 4.929147610718925e-06, 'concrete': 3.861165628396491e-05, 'adversary': 4.929147610718925e-06, 'probe': 5.750672212505412e-06, 'satisfy': 1.3965918230370285e-05, 'inflexible': 3.2860984071459497e-06, 'sparing': 1.6430492035729749e-06, 'tensions': 1.5608967433943262e-05, 'caution': 1.232286902679731e-05, 'willingness': 9.036770619651361e-06, 'reflected': 3.532555787681896e-05, 'Llewellyn': 1.6430492035729749e-06, 'dated': 1.6430492035729746e-05, 'Novosibirsk': 1.6430492035729749e-06, 'broad': 6.818654194827845e-05, 'briefly': 3.1217934867886523e-05, 'Developments': 3.2860984071459497e-06, 'intense': 3.286098407145949e-05, 'inner': 4.436232849647032e-05, 'councils': 4.107623008932437e-06, 'advisability': 4.107623008932437e-06, 'precisely': 3.861165628396491e-05, 'deteriorating': 2.4645738053594624e-06, 'alarmingly': 2.4645738053594624e-06, 'Deadlock': 1.6430492035729749e-06, "Russians'": 1.6430492035729749e-06, 'three-man': 3.2860984071459497e-06, 'directorate': 4.107623008932437e-06, 'veto': 9.036770619651361e-06, 'pressures': 3.1217934867886523e-05, 'Russians': 2.6288787257167598e-05, 'secretly': 5.750672212505412e-06, 'testing': 2.7110311858954083e-05, 'troubled': 2.546726265538111e-05, 'stalemate': 2.4645738053594624e-06, 'unchecked': 1.6430492035729749e-06, 'fatal': 1.6430492035729746e-05, 'disarmament': 9.036770619651361e-06, 'China': 5.2577574514335196e-05, 'urgent': 1.8073541239302723e-05, 'tripartite': 1.6430492035729749e-06, 'principle': 8.872465699294064e-05, 'organs': 1.232286902679731e-05, 'Control': 1.232286902679731e-05, 'insistence': 1.6430492035729746e-05, 'Initially': 5.750672212505412e-06, 'dampened': 3.2860984071459497e-06, 'lest': 1.4787442832156774e-05, 'episodes': 5.750672212505412e-06, 'dangerously': 3.2860984071459497e-06, 'erroneous': 4.107623008932437e-06, "West's": 3.2860984071459497e-06, 'blundered': 2.4645738053594624e-06, 'impotency': 1.6430492035729749e-06, 'penetration': 1.3144393628583799e-05, 'Beyond': 1.5608967433943262e-05, 'warnings': 8.215246017864873e-06, 'impunity': 3.2860984071459497e-06, 'strengthened': 5.750672212505412e-06, 'Vietnam': 3.2860984071459497e-06, 'overreach': 2.4645738053594624e-06, 'cocky': 3.2860984071459497e-06, 'aggressive': 1.4787442832156774e-05, 'grave': 2.793183646074057e-05, 'miscalculation': 2.4645738053594624e-06, 'Iran': 2.4645738053594624e-06, 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1.6430492035729749e-06, 'Tap': 2.4645738053594624e-06, '2-56': 7.393721416078387e-06, 'unsolder': 1.6430492035729749e-06, 'disassemble': 1.6430492035729749e-06, "3-3/4''": 2.4645738053594624e-06, 'soldered': 1.6430492035729749e-06, 'Dress': 1.6430492035729749e-06, 'solder': 2.4645738053594624e-06, 'drilling': 9.036770619651361e-06, 'burrs': 1.6430492035729749e-06, '3-48': 1.6430492035729749e-06, 'contacts': 2.0538115044662184e-05, 'reassemble': 3.2860984071459497e-06, 'roundhead': 3.2860984071459497e-06, 'nuts': 1.8073541239302723e-05, 'align': 2.4645738053594624e-06, 'twisted': 1.6430492035729746e-05, 'spacer': 2.4645738053594624e-06, 'insert': 1.1501344425010824e-05, 'screw': 1.7252016637516235e-05, 'Number': 4.929147610718925e-06, 'slots': 4.929147610718925e-06, 'Cut': 1.0679819823224336e-05, 'Locate': 2.4645738053594624e-06, 'flush': 9.85829522143785e-06, 'Tappets': 1.6430492035729749e-06, 'Draw-file': 2.4645738053594624e-06, 'slot': 5.750672212505412e-06, 'chamfer': 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1.6430492035729749e-06, 'Barrette': 1.6430492035729749e-06, 'triangular': 4.929147610718925e-06, 'marring': 1.6430492035729749e-06, 'Endeavor': 2.4645738053594624e-06, 'Assemble': 1.6430492035729749e-06, 'mated': 4.107623008932437e-06, "2''": 1.6430492035729749e-06, "3''": 1.6430492035729749e-06, 'scribing': 1.6430492035729749e-06, "3/64''": 1.6430492035729749e-06, 'files': 1.1501344425010824e-05, 'lathe': 1.6430492035729749e-06, "'round": 4.929147610718925e-06, 'standardizing': 1.6430492035729749e-06, 'Math': 1.6430492035729749e-06, 'rodding': 3.2860984071459497e-06, 'rotate': 2.4645738053594624e-06, 'rodder': 3.2860984071459497e-06, 'mathematician': 2.4645738053594624e-06, 'remotely': 4.107623008932437e-06, 'Equations': 1.6430492035729749e-06, 'equations': 8.215246017864873e-06, 'multiplication': 4.929147610718925e-06, 'subtraction': 5.750672212505412e-06, '**b': 1.6430492035729749e-06, 'Numbers': 4.107623008932437e-06, 'subtracted': 4.107623008932437e-06, 'Addition': 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'Dimensions': 2.4645738053594624e-06, 'centimeters': 7.393721416078387e-06, 'cc.': 4.107623008932437e-06, '2.54': 1.6430492035729749e-06, '16.38': 1.6430492035729749e-06, '283': 1.6430492035729749e-06, 'Chevy': 1.6430492035729749e-06, '3-7/8': 1.6430492035729749e-06, 'decimals': 1.6430492035729749e-06, 'Compression': 2.4645738053594624e-06, "cylinder's": 2.4645738053594624e-06, 'compression': 5.750672212505412e-06, 'combustion': 1.0679819823224336e-05, 'Cylinder': 2.4645738053594624e-06, 'liquid': 3.94331808857514e-05, 'valves': 4.107623008932437e-06, 'gasket': 4.107623008932437e-06, 'beaker': 2.4645738053594624e-06, 'overfill': 1.6430492035729749e-06, 'liquids': 5.750672212505412e-06, 'subtracting': 3.2860984071459497e-06, 'beakers': 1.6430492035729749e-06, "gasket's": 1.6430492035729749e-06, 'thickness': 3.6968607080391934e-05, 'thousandths': 1.6430492035729749e-06, 'calculate': 4.107623008932437e-06, 'Compute': 1.6430492035729749e-06, 'micrometer': 2.4645738053594624e-06, 'Applying': 2.4645738053594624e-06, 'pistons': 3.2860984071459497e-06, 'domed': 2.4645738053594624e-06, 'irregularly': 4.929147610718925e-06, 'irregularity': 4.107623008932437e-06, 'displaced': 2.4645738053594624e-06, 'Gear': 1.6430492035729749e-06, 'axle': 4.929147610718925e-06, 'tire': 1.7252016637516235e-05, 'simplify': 8.215246017864873e-06, 'substituted': 1.3144393628583799e-05, 'MPH': 1.6430492035729749e-06, 'crankshaft': 1.6430492035729749e-06, 'Rear': 1.6430492035729749e-06, 'Tire': 2.4645738053594624e-06, 'radius': 8.215246017864873e-06, 'inflated': 3.2860984071459497e-06, 'measurement': 2.7110311858954083e-05, '168': 3.2860984071459497e-06, 'rpm': 5.750672212505412e-06, '4.00': 1.6430492035729749e-06, 'Raceway': 2.4645738053594624e-06, 'Liner': 1.6430492035729749e-06, 'Mainliner-Highland': 1.6430492035729749e-06, 'stable': 2.546726265538111e-05, 'clocked': 1.6430492035729749e-06, '2:25': 2.4645738053594624e-06, 'Kroening': 1.6430492035729749e-06, 'Wis.': 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'best-tempered': 1.6430492035729749e-06, 'harnessed': 2.4645738053594624e-06, 'crupper': 2.4645738053594624e-06, 'blistered': 1.6430492035729749e-06, 'curbs': 3.2860984071459497e-06, 'Hustler': 1.6430492035729749e-06, 'Dream-Torkin': 1.6430492035729749e-06, 'playful': 3.2860984071459497e-06, 'rascal': 1.6430492035729749e-06, 'gaited': 1.6430492035729749e-06, 'Torrid': 2.4645738053594624e-06, 'Freight': 4.107623008932437e-06, 'Torrid-Breeze': 1.6430492035729749e-06, 'strong-made': 1.6430492035729749e-06, '2:33': 3.2860984071459497e-06, 'Strongheart': 1.6430492035729749e-06, 'Adios-Direct': 1.6430492035729749e-06, 'fair-looking': 1.6430492035729749e-06, 'sorrel': 2.4645738053594624e-06, 'Adios': 5.750672212505412e-06, 'Torrid-Adios': 1.6430492035729749e-06, 'masculine': 6.5721968142918994e-06, 'best-gaited': 1.6430492035729749e-06, 'pacers': 3.2860984071459497e-06, 'Blistered': 1.6430492035729749e-06, 'pacer': 1.6430492035729749e-06, 'Flyer': 1.6430492035729749e-06, 'Frisco': 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1.6430492035729749e-06, 'toner': 3.2860984071459497e-06, 'ware': 1.6430492035729749e-06, 'Glaze': 2.4645738053594624e-06, 'matt': 2.4645738053594624e-06, 'sponged': 2.4645738053594624e-06, 'turquoise': 3.2860984071459497e-06, '06-05': 2.4645738053594624e-06, 'rim': 4.107623008932437e-06, 'beveled': 3.2860984071459497e-06, 'miter': 1.6430492035729749e-06, 'design-side': 1.6430492035729749e-06, 'shaker': 2.4645738053594624e-06, 'Construct': 1.6430492035729749e-06, 'coils': 2.4645738053594624e-06, 'reinforce': 9.036770619651361e-06, 'Recess': 1.6430492035729749e-06, 'stopper': 2.4645738053594624e-06, 'Sugar': 1.6430492035729749e-06, 'creamer': 4.107623008932437e-06, 'bevel': 1.6430492035729749e-06, 'overlapping': 3.2860984071459497e-06, 'splice': 1.6430492035729749e-06, 'Form': 1.6430492035729746e-05, 'seam': 8.215246017864873e-06, 'Handle': 2.4645738053594624e-06, "3-1/2''": 1.6430492035729749e-06, 'dowel': 2.4645738053594624e-06, 'container': 9.036770619651361e-06, 'spout': 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4.107623008932437e-06, 'five-foot': 1.6430492035729749e-06, 'skiis': 2.4645738053594624e-06, 'bin': 8.215246017864873e-06, 'bumpers': 1.6430492035729749e-06, 'six-gallon': 1.6430492035729749e-06, "800's": 1.6430492035729749e-06, "500's": 1.6430492035729749e-06, '25-gallon': 1.6430492035729749e-06, 'long-cruise': 1.6430492035729749e-06, 'Needless': 5.750672212505412e-06, 'Fiberglas': 4.107623008932437e-06, 'Gator': 2.4645738053594624e-06, '565': 2.4645738053594624e-06, 'mooring': 1.6430492035729749e-06, 'hauling': 3.2860984071459497e-06, 'one-inch': 4.929147610718925e-06, 'mahogany': 7.393721416078387e-06, '13/16-inch': 2.4645738053594624e-06, 'battens': 1.3144393628583799e-05, 'flathead': 1.6430492035729749e-06, 'silicon': 2.4645738053594624e-06, 'Stronghold': 3.2860984071459497e-06, 'nails': 1.232286902679731e-05, 'Nail': 1.6430492035729749e-06, 'Packing': 2.4645738053594624e-06, 'Bridgewater': 1.6430492035729749e-06, 'Weldwood': 2.4645738053594624e-06, 'resorcinol': 3.2860984071459497e-06, 'glue': 6.5721968142918994e-06, 'transom': 1.4787442832156774e-05, 'Draw': 3.2860984071459497e-06, 'different-color': 1.6430492035729749e-06, 'lapped': 2.4645738053594624e-06, 'glued': 1.6430492035729746e-05, 'notching': 1.6430492035729749e-06, 'keelson': 9.036770619651361e-06, 'chines': 4.929147610718925e-06, 'half-inch': 3.2860984071459497e-06, 'butted': 3.2860984071459497e-06, '3/8-inch': 2.4645738053594624e-06, 'gussets': 1.6430492035729749e-06, 'notched': 2.4645738053594624e-06, 'bilge': 2.4645738053594624e-06, 'planking': 7.393721416078387e-06, 'jig': 7.393721416078387e-06, 'misalignment': 2.4645738053594624e-06, 'three-inch-wide': 3.2860984071459497e-06, 'screwed': 1.1501344425010824e-05, 'resin-saturated': 2.4645738053594624e-06, 'laminated': 2.4645738053594624e-06, 'stem': 2.546726265538111e-05, 'spliced': 1.6430492035729749e-06, 'three-inch': 1.6430492035729749e-06, 'One-inch': 1.6430492035729749e-06, 'rip': 4.929147610718925e-06, 'butt': 9.85829522143785e-06, 'clamps': 5.750672212505412e-06, 'fairing': 2.4645738053594624e-06, 'Glue': 1.6430492035729749e-06, '1-1/2-inch': 1.6430492035729749e-06, 'beveling': 1.6430492035729749e-06, 'two-inch': 1.6430492035729749e-06, 'Fairing': 1.6430492035729749e-06, 'planer': 3.2860984071459497e-06, 'clamped': 7.393721416078387e-06, '30-inch': 1.6430492035729749e-06, 'Grips': 1.6430492035729749e-06, 'bevels': 1.6430492035729749e-06, 'five-ply': 1.6430492035729749e-06, '3/8-inch-thick': 1.6430492035729749e-06, '42-inch': 2.4645738053594624e-06, 'Plank': 1.6430492035729749e-06, 'batten': 3.2860984071459497e-06, 'fastening': 1.6430492035729749e-06, 'Homemaster': 1.6430492035729749e-06, 'Routo-Jig': 1.6430492035729749e-06, 'bit-like': 1.6430492035729749e-06, 'saber': 1.6430492035729749e-06, 'trimming': 2.4645738053594624e-06, 'pre-drilled': 1.6430492035729749e-06, 'fastenings': 1.6430492035729749e-06, 'rough-sanded': 2.4645738053594624e-06, '50-inch': 1.6430492035729749e-06, 'pigment': 8.215246017864873e-06, 'mixing': 9.036770619651361e-06, 'hardener': 1.6430492035729749e-06, 'harden': 1.6430492035729749e-06, 'sander': 1.6430492035729749e-06, 'centerline': 1.6430492035729749e-06, 'beaching': 1.6430492035729749e-06, 'Plastic': 4.107623008932437e-06, '1605': 1.6430492035729749e-06, 'Linden': 5.750672212505412e-06, 'well-braced': 1.6430492035729749e-06, 'installing': 4.929147610718925e-06, 'fasten': 4.107623008932437e-06, 'flaring': 3.2860984071459497e-06, 'planed': 1.6430492035729749e-06, 'decking': 2.4645738053594624e-06, 'quarter-inch': 1.6430492035729749e-06, 'flooring': 6.5721968142918994e-06, 'exterior': 7.393721416078387e-06, 'Firzite': 1.6430492035729749e-06, 'Bottoms': 1.6430492035729749e-06, 'floorboards': 4.107623008932437e-06, 'bulkheads': 1.6430492035729749e-06, 'shatterproof': 1.6430492035729749e-06, 'Plexiglas': 1.6430492035729749e-06, 'removable': 1.6430492035729749e-06, 'bunk': 1.5608967433943262e-05, 'hinged': 1.6430492035729749e-06, 'drains': 4.929147610718925e-06, 'five-gallon': 2.4645738053594624e-06, 'bulkhead': 1.6430492035729749e-06, 'padding': 3.2860984071459497e-06, 'Ensolite': 1.6430492035729749e-06, 'Type': 3.2860984071459497e-06, 'Lightweight': 1.6430492035729749e-06, 'non-absorbent': 1.6430492035729749e-06, 'dimensionally': 1.6430492035729749e-06, 'bonded': 2.4645738053594624e-06, 'cement': 9.036770619651361e-06, 'Available': 4.929147610718925e-06, 'Egils': 1.6430492035729749e-06, 'Hermanovski': 1.6430492035729749e-06, 'panelized': 1.6430492035729749e-06, 'cottages': 5.750672212505412e-06, 'handyman': 2.4645738053594624e-06, 'modular': 3.2860984071459497e-06, 'panelization': 1.6430492035729749e-06, 'scaled': 2.4645738053594624e-06, 'measurements': 4.025470548753788e-05, 'timbers': 4.929147610718925e-06, 'ingenious': 9.036770619651361e-06, 'trucked': 1.6430492035729749e-06, 'precut': 1.6430492035729749e-06, 'specify': 9.85829522143785e-06, 'sanitary': 1.6430492035729749e-06, 'L-P': 1.6430492035729749e-06, 'inspector': 4.929147610718925e-06, 'accessibility': 2.4645738053594624e-06, 'wash-outs': 1.6430492035729749e-06, 'swampy': 1.6430492035729749e-06, 'intermittent': 3.2860984071459497e-06, 'springs': 7.393721416078387e-06, 'informative': 2.4645738053594624e-06, 'rocky': 8.215246017864873e-06, 'AjA': 1.6430492035729749e-06, 'expandable': 5.750672212505412e-06, 'AjB': 1.6430492035729749e-06, 'carport': 2.4645738053594624e-06, 'Bear': 4.107623008932437e-06, 'partitions': 1.6430492035729749e-06, 'fixtures': 3.2860984071459497e-06, 'wiring': 2.4645738053594624e-06, 'mesh': 4.107623008932437e-06, 'coated': 4.107623008932437e-06, 'particle': 1.8073541239302723e-05, 'asbestos-cement': 1.6430492035729749e-06, 'obtainable': 9.85829522143785e-06, 'weatherproof': 3.2860984071459497e-06, 'louvers': 2.4645738053594624e-06, '1/8-inch': 2.4645738053594624e-06, 'double-strength': 1.6430492035729749e-06, 'mastic': 1.6430492035729749e-06, 'compound': 9.85829522143785e-06, 'filler': 1.6430492035729749e-06, 'gable': 2.4645738053594624e-06, 'wastage': 1.6430492035729749e-06, 'rustproof': 1.6430492035729749e-06, '1/2-inch': 1.6430492035729749e-06, '5/8-inch': 1.6430492035729749e-06, 'thicknesses': 3.2860984071459497e-06, 'ripping': 3.2860984071459497e-06, 'milling': 1.4787442832156774e-05, 'rabbeting': 1.6430492035729749e-06, 'woodworking': 2.4645738053594624e-06, 'multitude': 3.2860984071459497e-06, 'attachments': 4.107623008932437e-06, 'spindle': 7.393721416078387e-06, 'threaded': 3.2860984071459497e-06, 'quill': 8.215246017864873e-06, 'movable': 1.5608967433943262e-05, 'tilted': 1.0679819823224336e-05, 'shank': 1.6430492035729749e-06, 'radial': 4.929147610718925e-06, 'tilting': 1.6430492035729749e-06, 'horizontal': 8.215246017864873e-06, 'swivels': 1.6430492035729749e-06, 'Set-up': 1.6430492035729749e-06, 'securely': 4.929147610718925e-06, 'rubdown': 1.6430492035729749e-06, 'oiled': 3.2860984071459497e-06, 'rusting': 1.6430492035729749e-06, 'Presses': 1.6430492035729749e-06, 'sealed': 1.1501344425010824e-05, 'lubrication': 1.6430492035729749e-06, 'dusting': 5.750672212505412e-06, 'rag': 6.5721968142918994e-06, 'bolts': 1.6430492035729749e-06, 'pulleys': 2.4645738053594624e-06, 'pliers': 1.6430492035729749e-06, 'unwinding': 1.6430492035729749e-06, 'loosening': 1.6430492035729749e-06, 'clockwise': 3.2860984071459497e-06, 'counter-clockwise': 1.6430492035729749e-06, 'Feeds': 2.4645738053594624e-06, 'adjusting': 9.036770619651361e-06, 'step-cone': 1.6430492035729749e-06, 'booklet': 1.6430492035729749e-06, 'Feed': 4.929147610718925e-06, 'overheating': 1.6430492035729749e-06, 'interchangeable': 3.2860984071459497e-06, 'drills': 4.107623008932437e-06, 'spurs': 3.2860984071459497e-06, 'sever': 3.2860984071459497e-06, 'fibers': 1.97165904428757e-05, 'adjustable': 2.4645738053594624e-06, 'cutter': 4.107623008932437e-06, 'exact-size': 1.6430492035729749e-06, 'reversing': 4.929147610718925e-06, 'sided': 1.6430492035729749e-06, 'slowest': 2.4645738053594624e-06, 'Fly': 1.6430492035729749e-06, 'nicked': 1.6430492035729749e-06, 'workpiece': 1.6430492035729749e-06, 'scrap': 7.393721416078387e-06, 'dimensional': 9.85829522143785e-06, 'wander': 5.750672212505412e-06, 'hardness': 2.4645738053594624e-06, 'clamping': 3.2860984071459497e-06, 'Merrimac': 1.6430492035729749e-06, 'sequence': 2.9574885664313547e-05, 'erection': 4.107623008932437e-06, 'Newbury': 4.107623008932437e-06, 'Newburyport': 4.929147610718925e-06, 'Salisbury': 4.929147610718925e-06, '1791': 3.2860984071459497e-06, 'petitioned': 4.107623008932437e-06, 'Merrimack': 4.107623008932437e-06, "Hon'ble": 2.4645738053594624e-06, 'Jonathan': 4.929147610718925e-06, 'Esquire': 3.2860984071459497e-06, 'Newbery': 1.6430492035729749e-06, 'Deer': 4.929147610718925e-06, 'affording': 2.4645738053594624e-06, 'Conveyance': 1.6430492035729749e-06, 'Carriages': 1.6430492035729749e-06, 'Teams': 1.6430492035729749e-06, 'Travellers': 1.6430492035729749e-06, 'Tide': 1.6430492035729749e-06, 'Subscribers': 1.6430492035729749e-06, 'Commonwealth': 4.929147610718925e-06, 'incorporating': 1.6430492035729749e-06, 'Body': 6.5721968142918994e-06, 'politic': 4.107623008932437e-06, 'Liberty': 5.750672212505412e-06, 'Malden': 1.6430492035729749e-06, 'severally': 1.6430492035729749e-06, 'Names': 1.6430492035729749e-06, 'Manners': 1.6430492035729749e-06, 'subscribing': 2.4645738053594624e-06, 'Timothy': 9.85829522143785e-06, 'patented': 3.2860984071459497e-06, 'arch': 9.036770619651361e-06, 'supervised': 4.107623008932437e-06, 'Coombs': 8.215246017864873e-06, 'recompense': 1.6430492035729749e-06, 'two-part': 1.6430492035729749e-06, 'Travels': 2.4645738053594624e-06, 'New-England': 1.6430492035729749e-06, 'New-York': 1.6430492035729749e-06, 'Haven': 5.750672212505412e-06, 'vortex': 1.6430492035729749e-06, 'high-water': 1.6430492035729749e-06, 'Pascataqua': 1.6430492035729749e-06, 'breadth': 6.5721968142918994e-06, 'thirty-four': 5.750672212505412e-06, 'house-building': 1.6430492035729749e-06, 'invention': 1.7252016637516235e-05, '1751': 1.6430492035729749e-06, 'Boxford': 1.6430492035729749e-06, 'apprenticed': 1.6430492035729749e-06, 'Spofford': 1.6430492035729749e-06, 'Portsmouth': 4.107623008932437e-06, 'Haverhill': 2.4645738053594624e-06, 'roofed': 1.6430492035729749e-06, '1810': 4.929147610718925e-06, 'engraving': 2.4645738053594624e-06, '1793': 4.929147610718925e-06, 'herewith': 2.4645738053594624e-06, '6000': 2.4645738053594624e-06, 'abutments': 1.6430492035729749e-06, '113': 3.2860984071459497e-06, 'piers': 4.929147610718925e-06, 'tavern': 2.4645738053594624e-06, 'eccentric': 9.85829522143785e-06, 'share-holders': 1.6430492035729749e-06, 'oration': 3.2860984071459497e-06, 'Ciceronian': 1.6430492035729749e-06, 'cheek': 1.7252016637516235e-05, "Dexter's": 1.6430492035729749e-06, '1882': 3.2860984071459497e-06, 'underbracing': 1.6430492035729749e-06, 'navigation': 4.929147610718925e-06, 'Templeman': 2.4645738053594624e-06, 'Finley': 2.4645738053594624e-06, 'Fayette': 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'installation': 1.0679819823224336e-05, 'upkeep': 5.750672212505412e-06, 'concurs': 3.2860984071459497e-06, 'offset': 8.215246017864873e-06, 'worth-while': 1.6430492035729749e-06, 'overcooled': 1.6430492035729749e-06, 'thermal': 2.6288787257167598e-05, '15-degree': 1.6430492035729749e-06, 'harmed': 2.4645738053594624e-06, 'colds': 2.4645738053594624e-06, 'filtered': 5.750672212505412e-06, 'allergies': 1.6430492035729749e-06, 'asthma': 1.6430492035729749e-06, 'sinus': 1.6430492035729749e-06, 'godsend': 2.4645738053594624e-06, 'Heart': 3.2860984071459497e-06, 'Housekeeping': 2.4645738053594624e-06, 'reupholstering': 1.6430492035729749e-06, 'redecorating': 3.2860984071459497e-06, 'repainting': 2.4645738053594624e-06, 'Clothes': 2.4645738053594624e-06, 'mildew': 1.6430492035729749e-06, 'fatigued': 3.2860984071459497e-06, 'naps': 2.4645738053594624e-06, 'shade-darkened': 1.6430492035729749e-06, 'awake': 1.6430492035729746e-05, 'refreshed': 4.929147610718925e-06, 'screens': 9.036770619651361e-06, 'long-lived': 1.6430492035729749e-06, 'conditioner': 1.1501344425010824e-05, 'per-year': 1.6430492035729749e-06, 'economical': 1.889506584108921e-05, 'whole-house': 1.6430492035729749e-06, 'ductwork': 1.6430492035729749e-06, 'filters': 4.107623008932437e-06, 'furnace': 9.85829522143785e-06, 'blower': 4.107623008932437e-06, 'conditioners': 4.929147610718925e-06, 'counterflow': 1.6430492035729749e-06, 'basement': 2.546726265538111e-05, 'crawlspace': 1.6430492035729749e-06, 'closet': 1.3965918230370285e-05, "furnace's": 1.6430492035729749e-06, 'garage': 1.8073541239302723e-05, 'insulation': 9.036770619651361e-06, 'inaccessible': 1.6430492035729749e-06, 'mild-winter': 1.6430492035729749e-06, 'perimeter': 1.6430492035729749e-06, 'diffusers': 1.6430492035729749e-06, 'circulated': 4.107623008932437e-06, 'radiators': 2.4645738053594624e-06, 'cooling-heating': 1.6430492035729749e-06, 'thermostat': 5.750672212505412e-06, '7-room': 1.6430492035729749e-06, '$1500': 1.6430492035729749e-06, 'Separate': 3.2860984071459497e-06, 'knotty': 2.4645738053594624e-06, 'oversize': 2.4645738053594624e-06, 'prefab': 1.6430492035729749e-06, 'dehumidified': 1.6430492035729749e-06, 'rambling': 2.4645738053594624e-06, 'releasing': 2.4645738053594624e-06, 'extracted': 8.215246017864873e-06, 'winters': 2.4645738053594624e-06, 'negligible': 9.036770619651361e-06, 'quits': 1.6430492035729749e-06, 'makeup': 1.6430492035729749e-06, 'Families': 4.107623008932437e-06, 'thrower': 2.4645738053594624e-06, 'Cooling': 2.4645738053594624e-06, 'BTU': 5.750672212505412e-06, "BTU's": 1.6430492035729749e-06, 'Coolers': 1.6430492035729749e-06, '1-ton': 1.6430492035729749e-06, 'compressor': 2.4645738053594624e-06, '1-hp': 1.6430492035729749e-06, 'safest': 4.107623008932437e-06, 'undersized': 1.6430492035729749e-06, 'Reducing': 1.6430492035729749e-06, 'Money-saving': 1.6430492035729749e-06, 'Attention': 2.4645738053594624e-06, 'pare': 2.4645738053594624e-06, 'well-designed': 2.4645738053594624e-06, '1200-square-foot': 1.6430492035729749e-06, 'comfortably': 9.85829522143785e-06, '$128': 1.6430492035729749e-06, '$11': 2.4645738053594624e-06, 'penetrate': 6.5721968142918994e-06, 'overhangs': 2.4645738053594624e-06, 'trellises': 1.6430492035729749e-06, 'Shade': 1.6430492035729749e-06, 'Drawn': 2.4645738053594624e-06, 'blinds': 3.2860984071459497e-06, 'draperies': 4.107623008932437e-06, 'obliquely': 1.6430492035729749e-06, 'heat-absorbing': 1.6430492035729749e-06, 'insulated': 4.107623008932437e-06, 'condensation': 5.750672212505412e-06, 'Restrict': 1.6430492035729749e-06, 'Insulate': 1.6430492035729749e-06, 'weatherstrip': 1.6430492035729749e-06, 'double-glaze': 1.6430492035729749e-06, '6-4-2': 1.6430492035729749e-06, 'extra-thick': 1.6430492035729749e-06, 'light-colored': 2.4645738053594624e-06, 'droves': 1.6430492035729749e-06, 'ventilator': 1.6430492035729749e-06, 'drier': 3.2860984071459497e-06, 'Keeping': 3.2860984071459497e-06, 'pretending': 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'waterproofing': 1.6430492035729749e-06, "Contractors'": 1.6430492035729749e-06, 'Pre-shaped': 2.4645738053594624e-06, 'pre-cast': 1.6430492035729749e-06, 'mounded': 2.4645738053594624e-06, 'hatchway': 2.4645738053594624e-06, 'Underground': 1.6430492035729749e-06, 'Arrangement': 1.6430492035729749e-06, 'right-angle': 1.6430492035729749e-06, 'Radiation': 5.750672212505412e-06, 'scatters': 1.6430492035729749e-06, 'vents': 4.107623008932437e-06, 'Vent': 1.6430492035729749e-06, 'figs.': 8.215246017864873e-06, 'CONELRAD': 2.4645738053594624e-06, 'low-level': 2.4645738053594624e-06, '4-cell': 1.6430492035729749e-06, 'hot-shot': 2.4645738053594624e-06, '150-milliampere': 1.6430492035729749e-06, 'flashlight-type': 1.6430492035729749e-06, 'Tests': 3.2860984071459497e-06, 'Appendix': 9.036770619651361e-06, 'Basement': 1.6430492035729749e-06, 'Bunks': 1.6430492035729749e-06, 'belowground': 2.4645738053594624e-06, 'tornado': 1.6430492035729749e-06, 'decays': 1.6430492035729749e-06, 'Forty-nine': 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'inter': 2.4645738053594624e-06, 'alia': 1.6430492035729749e-06, 'depress': 1.6430492035729749e-06, 'comprehensively': 2.4645738053594624e-06, 'households': 2.4645738053594624e-06, 'disenfranchised': 1.6430492035729749e-06, 'quirk': 1.6430492035729749e-06, 'unnourished': 1.6430492035729749e-06, 'endanger': 1.6430492035729749e-06, 'confidentiality': 1.6430492035729749e-06, "Hawkins'": 1.6430492035729749e-06, '362': 2.4645738053594624e-06, '525': 1.6430492035729749e-06, 'husband-wife': 1.6430492035729749e-06, 'enthrones': 1.6430492035729749e-06, 'depose': 1.6430492035729749e-06, 'Petitioner': 9.036770619651361e-06, 'objector': 2.4645738053594624e-06, '12a': 1.6430492035729749e-06, '60-66': 1.6430492035729749e-06, '62-63': 1.6430492035729749e-06, "Justice's": 2.4645738053594624e-06, '63-64': 1.6430492035729749e-06, '64-66': 1.6430492035729749e-06, 'Friedman': 1.6430492035729749e-06, 'Rankin': 8.215246017864873e-06, 'Wilkey': 1.6430492035729749e-06, '604,622': 1.6430492035729749e-06, 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'26-2': 1.6430492035729749e-06, '1678': 1.6430492035729749e-06, 'oleophobic': 1.6430492035729749e-06, 'sorption': 1.6430492035729749e-06, 'polyphosphate': 1.6430492035729749e-06, 'sorption-desorption': 1.6430492035729749e-06, '1746': 1.6430492035729749e-06, '1748': 1.6430492035729749e-06, 'Freed': 2.4645738053594624e-06, 'flocculation': 1.6430492035729749e-06, 'Cleaned': 2.4645738053594624e-06, 'synergistic': 1.6430492035729749e-06, 'built-detergent': 1.6430492035729749e-06, 'antiredeposition': 1.6430492035729749e-06, 'isomers': 1.6430492035729749e-06, 'photochemical': 6.5721968142918994e-06, 'quantum': 4.929147610718925e-06, '65-degrees': 2.4645738053594624e-06, '85-degrees': 2.4645738053594624e-06, 'reagents': 3.2860984071459497e-06, 'tetrachloride': 1.6430492035729746e-05, 'proportional': 1.232286902679731e-05, 'bimolecular': 1.6430492035729749e-06, 'isotopic': 2.4645738053594624e-06, 'halogens': 1.6430492035729749e-06, 'tetrahalides': 1.6430492035729749e-06, 'carbon-halogen': 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'eutectic': 1.6430492035729749e-06, 'irreproducibility': 2.4645738053594624e-06, '200-degrees': 1.6430492035729749e-06, '0.7': 1.6430492035729749e-06, 'Sets': 2.4645738053594624e-06, 'uranyl': 2.4645738053594624e-06, 'oxalate': 2.4645738053594624e-06, 'actinometer': 1.6430492035729749e-06, 'phosgene': 1.6430492035729749e-06, '14.7': 2.4645738053594624e-06, 'inversely': 4.929147610718925e-06, 'proportionality': 1.6430492035729749e-06, 'Poynting-Robertson': 4.929147610718925e-06, 'retardation': 3.2860984071459497e-06, 'orbital': 2.4645738053594624e-06, '1000-m-diameter': 1.6430492035729749e-06, 'solar-corpuscular-radiation': 1.6430492035729749e-06, 'corpuscular': 1.6430492035729749e-06, 'solar-wind': 1.6430492035729749e-06, 'sputter': 1.6430492035729749e-06, 'diminution': 1.6430492035729749e-06, 'semi-major': 2.4645738053594624e-06, 'diminish': 3.2860984071459497e-06, 'semi-minor': 1.6430492035729749e-06, 'Jager': 1.6430492035729749e-06, 'micrometeorites': 4.929147610718925e-06, 'micrometeoritic': 2.4645738053594624e-06, 'replenishment': 1.6430492035729749e-06, 'interplanetary': 3.2860984071459497e-06, 'cometary': 1.6430492035729749e-06, 'spiraling': 1.6430492035729749e-06, 'Asteroidal': 1.6430492035729749e-06, 'meteoritic': 6.5721968142918994e-06, 'impacts': 3.2860984071459497e-06, '5.3': 1.6430492035729749e-06, 'micrometeorite': 7.393721416078387e-06, 'sensors': 5.750672212505412e-06, 'meteors': 4.107623008932437e-06, 'corona': 1.6430492035729749e-06, 'cores': 3.2860984071459497e-06, 'deep-sea': 2.4645738053594624e-06, 'probes': 3.2860984071459497e-06, 'Explorer': 1.6430492035729749e-06, 'Sputnik': 1.6430492035729749e-06, 'Eta': 4.107623008932437e-06, 'sensitive-area': 1.6430492035729749e-06, 'exposure-time': 1.6430492035729749e-06, '153': 2.4645738053594624e-06, 'Dubin': 1.6430492035729749e-06, 'Ninety': 1.6430492035729749e-06, 'intersect': 5.750672212505412e-06, 'contradictory': 1.6430492035729749e-06, 'Nazarova': 1.6430492035729749e-06, '22-day': 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'fine-grained': 1.6430492035729749e-06, 'evaporation': 2.4645738053594624e-06, 'snakes': 1.97165904428757e-05, 'Klauber': 2.4645738053594624e-06, 'rattlesnakes': 4.929147610718925e-06, "Carpenter's": 2.4645738053594624e-06, 'garter': 2.4645738053594624e-06, 'Thamnophis': 1.6430492035729749e-06, 'gravid': 2.4645738053594624e-06, 'Kopstein': 1.6430492035729749e-06, 'maximal': 3.2860984071459497e-06, 'reticulate': 3.2860984071459497e-06, 'python': 1.232286902679731e-05, 'boa': 5.750672212505412e-06, 'constrictor': 5.750672212505412e-06, 'anaconda': 1.0679819823224336e-05, 'amethystine': 4.107623008932437e-06, 'quadrupling': 1.6430492035729749e-06, 'paucity': 1.6430492035729749e-06, '10-foot': 1.6430492035729749e-06, 'rattlers': 1.6430492035729749e-06, 'Tropidoclonion': 1.6430492035729749e-06, 'red-bellied': 1.6430492035729749e-06, 'Storeria': 1.6430492035729749e-06, 'cottonmouth': 1.6430492035729749e-06, 'Ancistrodon': 1.6430492035729749e-06, 'herpetologists': 2.4645738053594624e-06, 'rattlesnake': 3.2860984071459497e-06, 'Maximum': 1.6430492035729749e-06, 'Oversized': 1.6430492035729749e-06, 'noticeably': 2.4645738053594624e-06, 'pitfalls': 1.6430492035729749e-06, 'err': 1.6430492035729749e-06, 'leans': 1.6430492035729749e-06, 'hoop': 3.2860984071459497e-06, 'graveyards': 2.4645738053594624e-06, 'second-level': 1.6430492035729749e-06, '18-1/2': 1.6430492035729749e-06, 'Heuvelmans': 2.4645738053594624e-06, 'anacondas': 4.107623008932437e-06, 'freaks': 2.4645738053594624e-06, 'Discussions': 1.6430492035729749e-06, 'amplification': 2.4645738053594624e-06, "Oliver's": 3.2860984071459497e-06, 'Definite': 1.6430492035729749e-06, 'Brookfield': 2.4645738053594624e-06, 'Zoo': 3.2860984071459497e-06, '33-1/2': 1.6430492035729749e-06, 'Ditmars': 2.4645738053594624e-06, 'Mole': 1.6430492035729749e-06, 'Urich': 1.6430492035729749e-06, 'Orinoco': 1.6430492035729749e-06, 'estuaries': 1.6430492035729749e-06, 'ounces': 3.2860984071459497e-06, 'emaciated': 3.2860984071459497e-06, 'seventy-two': 1.6430492035729749e-06, '19-foot': 1.6430492035729749e-06, '3-foot': 1.6430492035729749e-06, '9.8': 2.4645738053594624e-06, 'subspecies': 3.2860984071459497e-06, "anaconda's": 2.4645738053594624e-06, 'Schweizer': 1.6430492035729749e-06, '19-1/2': 1.6430492035729749e-06, 'Quelch': 1.6430492035729749e-06, 'Afranio': 1.6430492035729749e-06, 'Amaral': 1.6430492035729749e-06, 'herpetologist': 1.6430492035729749e-06, 'Colombia': 1.6430492035729749e-06, 'Roberto': 1.6430492035729749e-06, 'Lamon': 1.6430492035729749e-06, 'petroleum': 1.6430492035729749e-06, 'geologist': 2.4645738053594624e-06, '37-1/2': 1.6430492035729749e-06, 'Boa': 1.6430492035729749e-06, 'constrictors': 1.6430492035729749e-06, 'collated': 1.6430492035729749e-06, 'Laying': 1.6430492035729749e-06, 'Hatching': 1.6430492035729749e-06, 'Alphonse': 1.6430492035729749e-06, "Hoge's": 1.6430492035729749e-06, 'Kauffeld': 1.6430492035729749e-06, 'snout': 1.6430492035729749e-06, 'bronchus': 4.107623008932437e-06, 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'mammals': 3.2860984071459497e-06, 'vasa': 2.4645738053594624e-06, 'vasorum': 2.4645738053594624e-06, 'anastomotic': 1.6430492035729749e-06, 'net-like': 1.6430492035729749e-06, 'parenchyma': 4.107623008932437e-06, 'pathways': 3.2860984071459497e-06, 'arteriolar-pulmonary': 1.6430492035729749e-06, 'arteriolar': 3.2860984071459497e-06, 'anastomosis': 1.6430492035729749e-06, 'bronchiolar': 1.6430492035729749e-06, 'inter-species': 1.6430492035729749e-06, 'physiologic': 2.4645738053594624e-06, 'airflow': 1.6430492035729749e-06, 'morphologic': 1.6430492035729749e-06, 'segmental': 2.4645738053594624e-06, 'Lindskog': 1.6430492035729749e-06, "'31": 1.6430492035729749e-06, 'morphology': 2.4645738053594624e-06, 'monkeys': 1.6430492035729749e-06, 'bronchiolitis': 1.6430492035729749e-06, 'emphysema': 4.107623008932437e-06, 'lobular': 1.6430492035729749e-06, 'Anatomically': 1.6430492035729749e-06, 'Birnbaum': 1.6430492035729749e-06, "'54": 1.6430492035729749e-06, 'Cudkowicz': 1.6430492035729749e-06, "'50": 3.2860984071459497e-06, 'pathologic': 1.6430492035729749e-06, 'Loosli': 1.6430492035729749e-06, "'38": 1.6430492035729749e-06, 'intrapulmonary': 1.6430492035729749e-06, "'13": 2.4645738053594624e-06, "'25": 1.6430492035729749e-06, 'nutrient': 2.4645738053594624e-06, 'proximal': 2.4645738053594624e-06, 'tissues': 1.1501344425010824e-05, 'Theoretically': 1.6430492035729749e-06, 'Ghoreyeb': 2.4645738053594624e-06, 'Karsner': 2.4645738053594624e-06, 'Comroe': 1.6430492035729749e-06, "'58": 3.2860984071459497e-06, 'nutritive': 2.4645738053594624e-06, 'alveolus': 1.6430492035729749e-06, 'occlusive': 1.6430492035729749e-06, 'lesion': 2.4645738053594624e-06, 'degeneration': 1.6430492035729749e-06, 'Ruysch': 1.6430492035729749e-06, 'Nakamura': 3.2860984071459497e-06, 'Verloop': 2.4645738053594624e-06, "'48": 3.2860984071459497e-06, 'Marchand': 1.6430492035729749e-06, 'Gilroy': 1.6430492035729749e-06, 'Hayek': 1.6430492035729749e-06, "'53": 1.6430492035729749e-06, 'nonfunctional': 1.6430492035729749e-06, 'antagonist': 3.2860984071459497e-06, 'perfusion': 1.6430492035729749e-06, 'Brailsford': 1.6430492035729749e-06, 'Daly': 1.6430492035729749e-06, 'shunts': 4.929147610718925e-06, 'inoperable': 1.6430492035729749e-06, 'uninjectable': 1.6430492035729749e-06, "Verloop's": 1.6430492035729749e-06, 'Grindlay': 1.6430492035729749e-06, 'anatomic': 1.6430492035729749e-06, 'species-dependent': 1.6430492035729749e-06, 'inferred': 3.2860984071459497e-06, 'histology': 1.6430492035729749e-06, 'interspecies': 1.6430492035729749e-06, 'anatomically': 1.6430492035729749e-06, 'Summary': 6.5721968142918994e-06, 'subgross': 2.4645738053594624e-06, 'tabulation': 2.4645738053594624e-06, 'Lobularity': 1.6430492035729749e-06, 'imperfectly': 2.4645738053594624e-06, 'Arterial': 1.6430492035729749e-06, 'terminates': 1.6430492035729749e-06, 'peripherally': 2.4645738053594624e-06, 'Onset': 1.97165904428757e-05, 'Profile': 8.215246017864873e-06, 'Completion': 1.8073541239302723e-05, 'Maturity': 3.2860984071459497e-06, 'Chart': 4.929147610718925e-06, 'transverse': 4.107623008932437e-06, 'ossify': 1.6430492035729749e-06, 'Onsets': 4.929147610718925e-06, 'calcification': 1.6430492035729749e-06, 'modal': 3.2860984071459497e-06, 'Skeletal': 8.215246017864873e-06, 'denotes': 6.5721968142918994e-06, 'skeletal': 4.107623008932437e-06, 'Elbow': 3.2860984071459497e-06, 'Shoulder': 2.4645738053594624e-06, 'Knee': 2.4645738053594624e-06, 'Foot': 2.4645738053594624e-06, 'Wrist': 1.6430492035729749e-06, 'Completions': 4.107623008932437e-06, 'osseous': 2.4645738053594624e-06, 'Tables': 5.750672212505412e-06, 'arrows': 5.750672212505412e-06, 'arrow': 1.1501344425010824e-05, 'ossification': 5.750672212505412e-06, 'epiphysis': 4.929147610718925e-06, 'Span': 3.2860984071459497e-06, "center's": 1.6430492035729749e-06, 'prepubescent': 1.6430492035729749e-06, 'Length': 1.6430492035729749e-06, 'monograph': 1.6430492035729749e-06, 'epiphyseal-diaphyseal': 2.4645738053594624e-06, 'menarche': 3.2860984071459497e-06, 'pubescent': 3.2860984071459497e-06, 'arrayed': 2.4645738053594624e-06, '25.3': 1.6430492035729749e-06, '-.50': 1.6430492035729749e-06, '-.10': 1.6430492035729749e-06, 'counter-balanced': 1.6430492035729749e-06, 'menarches': 1.6430492035729749e-06, 'crosses': 4.107623008932437e-06, 'digitalis': 1.6430492035729749e-06, 'glycosides': 1.6430492035729749e-06, 'potassium': 4.929147610718925e-06, 'Wolff': 2.4645738053594624e-06, 'Organification': 1.6430492035729749e-06, 'iodine': 1.5608967433943262e-05, 'organification': 4.107623008932437e-06, 'mono-iodotyrosine': 3.2860984071459497e-06, 'cell-free': 4.107623008932437e-06, 'homogenate': 2.4645738053594624e-06, 'iodinated': 5.750672212505412e-06, 'Fawcett': 1.6430492035729749e-06, 'Kirkwood': 2.4645738053594624e-06, 'Taurog': 2.4645738053594624e-06, 'Chaikoff': 2.4645738053594624e-06, 'Tong': 1.6430492035729749e-06, 'Serif': 1.6430492035729749e-06, 'Groot': 1.6430492035729749e-06, 'iodoprotein': 1.6430492035729749e-06, 'thyroglobulin': 1.3965918230370285e-05, 'vitro': 4.107623008932437e-06, 'iodoamino': 1.6430492035729749e-06, 'di-iodotyrosine': 4.929147610718925e-06, 'tyrosine': 3.2860984071459497e-06, 'peroxide': 2.4645738053594624e-06, 'vivo': 4.107623008932437e-06, 'iodinating': 3.2860984071459497e-06, 'thyronine': 1.6430492035729749e-06, 'Iodination': 1.6430492035729749e-06, 'mono-': 2.4645738053594624e-06, 'tri-iodothyronine': 4.107623008932437e-06, 'thyroxine': 7.393721416078387e-06, 'non-enzymatic': 1.6430492035729749e-06, 'analogues': 1.6430492035729749e-06, 'Pitt-Rivers': 1.6430492035729749e-06, 'enzymatic': 3.2860984071459497e-06, 'iodocompounds': 1.6430492035729749e-06, 'seq.': 1.6430492035729749e-06, 'Thyroglobulin': 1.6430492035729749e-06, 'iodination': 1.6430492035729749e-06, 'transplantable': 1.6430492035729749e-06, 'tumours': 1.6430492035729749e-06, 'congenital': 1.6430492035729749e-06, 'Secretion': 1.6430492035729749e-06, 'amino': 1.6430492035729749e-06, 'cf.': 6.5721968142918994e-06, 'secretion': 3.2860984071459497e-06, 'proteases': 4.107623008932437e-06, 'peptidases': 2.4645738053594624e-06, '3.7': 1.6430492035729749e-06, 'McQuillan': 1.6430492035729749e-06, 'Trikojus': 1.6430492035729749e-06, 'Alpers': 2.4645738053594624e-06, 'TSH-treated': 1.6430492035729749e-06, 'protease': 1.6430492035729749e-06, 'preferentially': 2.4645738053594624e-06, 'macromolecular': 2.4645738053594624e-06, 'Petermann': 1.6430492035729749e-06, 'proteolytic': 1.6430492035729749e-06, 'de-iodinating': 2.4645738053594624e-06, 'microsomal': 1.6430492035729749e-06, 'de-iodinase': 1.6430492035729749e-06, 'triphosphopyridine': 1.6430492035729749e-06, 'Stanbury': 2.4645738053594624e-06, 'de-iodinate': 1.6430492035729749e-06, 'iodotyrosines': 1.6430492035729749e-06, 'oxidised': 2.4645738053594624e-06, 're-incorporated': 1.6430492035729749e-06, 'proteolysis': 2.4645738053594624e-06, 'de-iodination': 1.6430492035729749e-06, 'binds': 2.4645738053594624e-06, 'thyroxine-binding': 1.6430492035729749e-06, 'Ingbar': 1.6430492035729749e-06, 'Freinkel': 1.6430492035729749e-06, 'Antithyroid': 2.4645738053594624e-06, 'univalent': 1.6430492035729749e-06, 'anion': 1.6430492035729749e-06, 'thiocyanate-perchlorate-fluoro': 1.6430492035729749e-06, 'antithyroid': 4.929147610718925e-06, 'thiouracil': 3.2860984071459497e-06, 'inhibit': 7.393721416078387e-06, 'iodinate': 1.6430492035729749e-06, 'Astwood': 1.6430492035729749e-06, 'goitre': 3.2860984071459497e-06, 'owing': 3.2860984071459497e-06, 'hypothyroidism': 1.6430492035729749e-06, 'TSH': 1.4787442832156774e-05, 'iodide-concentrating': 1.6430492035729749e-06, 'counteracted': 2.4645738053594624e-06, 'antagonised': 1.6430492035729749e-06, 'L-5-vinyl-2-thio-oxazolidone': 1.6430492035729749e-06, 'rutabaga': 1.6430492035729749e-06, 'Brassica': 1.6430492035729749e-06, 'goitrogens': 2.4645738053594624e-06, 'Wishart': 1.6430492035729749e-06, 'goitrogen': 2.4645738053594624e-06, 'secreted': 1.6430492035729749e-06, 'Dietary': 1.6430492035729749e-06, 'hyperplasia': 1.6430492035729749e-06, 'hypertrophy': 2.4645738053594624e-06, 'Brownell': 1.6430492035729749e-06, 'Riggs': 1.6430492035729749e-06, 'Perinetti': 1.6430492035729749e-06, 'Itoiz': 1.6430492035729749e-06, 'Castillo': 1.6430492035729749e-06, '**ymg': 1.6430492035729749e-06, 'blood-flow': 1.6430492035729749e-06, 're-use': 1.6430492035729749e-06, 'de-iodinated': 1.6430492035729749e-06, 'iodothyronines': 1.6430492035729749e-06, 'thyroid-stimulating': 4.107623008932437e-06, 'thyrotrophin': 1.6430492035729749e-06, 'thyrotrophic': 1.6430492035729749e-06, 'bio-assay': 2.4645738053594624e-06, 'follicular': 1.6430492035729749e-06, 'thyroidal': 1.6430492035729749e-06, 'uptake': 4.929147610718925e-06, 'assaying': 2.4645738053594624e-06, 'tsh': 1.6430492035729749e-06, 'Niepce': 1.6430492035729749e-06, 're-activate': 1.6430492035729749e-06, 'atrophied': 1.6430492035729749e-06, 'thyroids': 1.6430492035729749e-06, 'hypophysectomised': 1.6430492035729749e-06, 'tadpoles': 1.6430492035729749e-06, 'Loeser': 1.6430492035729749e-06, 'trichloroacetic': 1.6430492035729749e-06, 'salt-fractionation': 1.6430492035729749e-06, 'solvents': 3.2860984071459497e-06, 'acetone': 4.107623008932437e-06, 'Sonenberg': 1.6430492035729749e-06, 'Condliffe': 1.6430492035729749e-06, 'Carsten': 1.6430492035729749e-06, 'Wynston': 1.6430492035729749e-06, 'synthesised': 1.6430492035729749e-06, 'abnormally': 1.6430492035729749e-06, 'long-acting': 1.6430492035729749e-06, 'thyrotoxic': 1.6430492035729749e-06, 'alternatively': 3.2860984071459497e-06, 'Pharmacopoeia': 1.6430492035729749e-06, 'redefinition': 1.6430492035729749e-06, 'USP': 3.2860984071459497e-06, 're-emphasise': 1.6430492035729749e-06, 're-introduction': 1.6430492035729749e-06, 'u.': 1.6430492035729749e-06, 'Mussett': 1.6430492035729749e-06, 'mg': 7.393721416078387e-06, 'equipotent': 1.6430492035729749e-06, 'steroid': 1.6430492035729749e-06, 'corticosteroids': 1.6430492035729749e-06, 'biopsies': 1.6430492035729749e-06, 'steroid-induced': 1.6430492035729749e-06, 'necropsy': 2.4645738053594624e-06, 'disabling': 3.2860984071459497e-06, 'steroids': 2.4645738053594624e-06, 'refractory': 1.6430492035729749e-06, 'anemia': 4.929147610718925e-06, '65-year-old': 1.6430492035729749e-06, 'debility': 2.4645738053594624e-06, 'Splenomegaly': 1.6430492035729749e-06, 'sternal': 1.6430492035729749e-06, 'marrow': 4.929147610718925e-06, 'biopsy': 2.4645738053594624e-06, 'foci': 1.6430492035729749e-06, 'fibrosis': 5.750672212505412e-06, 'myelofibrosis': 1.6430492035729749e-06, 'prednisone': 2.4645738053594624e-06, 'mg.': 9.85829522143785e-06, 'tapering': 2.4645738053594624e-06, 'myocardial': 3.2860984071459497e-06, 'infarction': 1.6430492035729749e-06, 'edema': 2.4645738053594624e-06, 'cardiomegaly': 1.6430492035729749e-06, 'arteriosclerosis': 1.6430492035729749e-06, 'obliterans': 1.6430492035729749e-06, 'cholelithiasis': 1.6430492035729749e-06, 'hemoglobin': 4.107623008932437e-06, '11.6': 1.6430492035729749e-06, 'gm.': 9.036770619651361e-06, 'Therapy': 1.6430492035729749e-06, 'digitalization': 1.6430492035729749e-06, 'anticoagulation': 1.6430492035729749e-06, 'chlorothiazide': 1.6430492035729749e-06, 'congestive': 2.4645738053594624e-06, 'triamcinolone': 3.2860984071459497e-06, '10.6': 1.6430492035729749e-06, 'hemolytic': 1.6430492035729749e-06, '13.8': 1.6430492035729749e-06, 'caving': 1.6430492035729749e-06, 'pelvic': 3.2860984071459497e-06, 'musculature': 1.6430492035729749e-06, 'Prednisone': 1.6430492035729749e-06, '3.8': 1.6430492035729749e-06, 'mEq.': 1.6430492035729749e-06, 'liter': 1.6430492035729749e-06, '13.9': 1.6430492035729749e-06, 'quadriceps': 1.6430492035729749e-06, 'Triamcinolone': 1.6430492035729749e-06, 'Chlorothiazide': 1.6430492035729749e-06, '2-week': 1.6430492035729749e-06, 'neuromuscular': 1.6430492035729749e-06, 'atrophy': 4.107623008932437e-06, 'girdle': 2.4645738053594624e-06, 'hypoactive': 1.6430492035729749e-06, 'deep-tendon': 1.6430492035729749e-06, 'fasciculations': 1.6430492035729749e-06, 'Electromyography': 1.6430492035729749e-06, 'neuron': 1.6430492035729749e-06, 'Thyroid': 1.6430492035729749e-06, 'protein-bound': 1.6430492035729749e-06, '6.6': 1.6430492035729749e-06, '46%': 1.6430492035729749e-06, 'Schilling': 1.6430492035729749e-06, 'gastrocnemius': 4.107623008932437e-06, 'sarcolemmal': 1.6430492035729749e-06, 'shrunken': 1.6430492035729749e-06, 'glutamic': 1.6430492035729749e-06, 'oxaloacetic': 1.6430492035729749e-06, 'transaminase': 1.6430492035729749e-06, 'ml.': 1.6430492035729749e-06, 'min.': 1.6430492035729749e-06, 'polymyositis': 1.6430492035729749e-06, 'corticotropin': 1.6430492035729749e-06, 'ACTH': 1.6430492035729749e-06, 'Gel': 1.6430492035729749e-06, 'intramuscularly': 1.6430492035729749e-06, 'dexamethasone': 2.4645738053594624e-06, 'propylthiouracil': 1.6430492035729749e-06, 'intensify': 4.107623008932437e-06, 'anorexia': 1.6430492035729749e-06, 'hypoadrenocorticism': 1.6430492035729749e-06, 'Severe': 3.2860984071459497e-06, 'osteoporosis': 1.6430492035729749e-06, 'D8': 1.6430492035729749e-06, 'norethandrolone': 1.6430492035729749e-06, 'urinary': 2.4645738053594624e-06, 'thrombosed': 1.6430492035729749e-06, 'hemorrhoids': 1.6430492035729749e-06, 'vertebral': 3.2860984071459497e-06, 'demineralization': 1.6430492035729749e-06, 'distension': 1.6430492035729749e-06, 'Findings': 1.6430492035729749e-06, 'well-developed': 2.4645738053594624e-06, 'pterygia': 1.6430492035729749e-06, 'arcus': 1.6430492035729749e-06, 'senilis': 1.6430492035729749e-06, 'edentulous': 1.6430492035729749e-06, '510': 1.6430492035729749e-06, 'outflow': 2.4645738053594624e-06, 'ventricles': 1.6430492035729749e-06, 'sclerotic': 1.6430492035729749e-06, 'diffusely': 1.6430492035729749e-06, 'atheromatous': 1.6430492035729749e-06, 'myocardium': 1.6430492035729749e-06, 'mitral': 1.6430492035729749e-06, 'Microscopically': 5.750672212505412e-06, 'necrosis': 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1.6430492035729749e-06, 'sinusoids': 2.4645738053594624e-06, 'hemosiderin': 2.4645738053594624e-06, 'nucleated': 1.6430492035729749e-06, 'granulocytic': 1.6430492035729749e-06, 'arteriolosclerosis': 2.4645738053594624e-06, '2,090': 1.6430492035729749e-06, 'hyperemia': 2.4645738053594624e-06, 'cord': 5.750672212505412e-06, 'vacuolated': 1.6430492035729749e-06, 'cytoplasm': 4.107623008932437e-06, 'gallbladder': 1.6430492035729749e-06, 'green-brown': 2.4645738053594624e-06, 'dark-green': 1.6430492035729749e-06, 'calculi': 1.6430492035729749e-06, 'mucosa': 4.929147610718925e-06, 'atrophic': 3.2860984071459497e-06, 'intestines': 1.6430492035729749e-06, 'jejunum': 3.2860984071459497e-06, 'intestine': 1.6430492035729749e-06, 'colon': 2.4645738053594624e-06, 'foul-smelling': 2.4645738053594624e-06, 'sanguineous': 1.6430492035729749e-06, 'mesenteric': 1.6430492035729749e-06, 'cytolysis': 1.6430492035729749e-06, 'Gram-negative': 1.6430492035729749e-06, 'submucosa': 2.4645738053594624e-06, 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'neocortical-hypothalamic': 2.4645738053594624e-06, 'primates': 1.6430492035729749e-06, "Mirsky's": 1.6430492035729749e-06, 'MacLean': 1.6430492035729749e-06, 'limbic': 1.6430492035729749e-06, 'Hypothalamic': 1.6430492035729749e-06, 'neo-': 1.6430492035729749e-06, 'paleocortical': 1.6430492035729749e-06, 'cortico-hypothalamic': 2.4645738053594624e-06, 'hypothalamic': 1.8073541239302723e-05, 'Facilitatory': 1.6430492035729749e-06, 'cortico-fugal': 2.4645738053594624e-06, 'summate': 2.4645738053594624e-06, 'spikes': 2.4645738053594624e-06, 'convulsive': 3.2860984071459497e-06, 'excitability': 4.107623008932437e-06, 'barbiturate': 1.6430492035729749e-06, 'feedback': 3.2860984071459497e-06, 'hypothalamic-cortical': 4.107623008932437e-06, 'electroshock': 2.4645738053594624e-06, 'wakefulness': 3.2860984071459497e-06, 'EEG': 2.4645738053594624e-06, 'asynchrony': 2.4645738053594624e-06, 'parasympathetic': 7.393721416078387e-06, 'autonomic': 9.85829522143785e-06, 'somatic': 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'elucidated': 1.6430492035729749e-06, 'tuning': 3.2860984071459497e-06, 'parsympathetic': 1.6430492035729749e-06, 'elicits': 1.6430492035729749e-06, 'comas': 1.6430492035729749e-06, 'electroshocks': 1.6430492035729749e-06, 'metrazol': 1.6430492035729749e-06, 'inhibitory': 2.4645738053594624e-06, 'desynchronizing': 1.6430492035729749e-06, 'disjointed': 1.6430492035729749e-06, 'pharmacological': 2.4645738053594624e-06, 'psychosomatic': 1.6430492035729749e-06, 'abreaction': 1.6430492035729749e-06, 'neuroses': 4.107623008932437e-06, "Wolpe's": 1.6430492035729749e-06, 'convincingly': 2.4645738053594624e-06, 'neuronal': 1.6430492035729749e-06, 'underlie': 2.4645738053594624e-06, 'Pavlov': 1.6430492035729749e-06, 'reversibility': 1.6430492035729749e-06, 'salivary': 1.6430492035729749e-06, 'Wolpe': 1.6430492035729749e-06, 'feeding-pain': 2.4645738053594624e-06, 'Appropriate': 1.6430492035729749e-06, 'assertiveness': 1.6430492035729749e-06, 'tropho-': 1.6430492035729749e-06, 'ergotropic': 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3.2860984071459497e-06, "Pumblechook's": 2.4645738053594624e-06, 'Wemmick': 2.4645738053594624e-06, "Pocket's": 1.6430492035729749e-06, 'social-climbing': 1.6430492035729749e-06, 'Gargery': 2.4645738053594624e-06, 'mannerisms': 1.6430492035729749e-06, "Dickens'": 2.4645738053594624e-06, 'leitmotif': 1.6430492035729749e-06, 'motivate': 1.6430492035729749e-06, 'greed': 3.2860984071459497e-06, 'policeman-murderer': 1.6430492035729749e-06, "Burke's": 1.6430492035729749e-06, 'Ottermole': 1.6430492035729749e-06, "Orlick's": 3.2860984071459497e-06, "Pip's": 1.1501344425010824e-05, 'steals': 1.6430492035729749e-06, 'pantry': 2.4645738053594624e-06, 'gothic': 1.6430492035729749e-06, 'mystery-story': 1.6430492035729749e-06, 'frantically': 7.393721416078387e-06, 'nemesis': 4.107623008932437e-06, 'eluding': 2.4645738053594624e-06, 'Magwitch': 2.4645738053594624e-06, 'Pip': 1.7252016637516235e-05, 'bogy': 2.4645738053594624e-06, 'imbruing': 1.6430492035729749e-06, 'signpost': 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'fingernails': 2.4645738053594624e-06, "Estella's": 1.6430492035729749e-06, 'knitting': 1.6430492035729749e-06, 'Satis': 2.4645738053594624e-06, 'Compeyson': 2.4645738053594624e-06, 'archenemy': 1.6430492035729749e-06, 'betrayer': 1.6430492035729749e-06, 'vicelike': 1.6430492035729749e-06, 'flats': 2.4645738053594624e-06, 'death-locked': 1.6430492035729749e-06, 'drowns': 1.6430492035729749e-06, 'acquisitiveness': 1.6430492035729749e-06, 'toadyism': 1.6430492035729749e-06, 'trousers-pockets': 1.6430492035729749e-06, "Dreiser's": 1.6430492035729749e-06, 'reproaches': 1.6430492035729749e-06, 'sullying': 1.6430492035729749e-06, 'Estella': 4.107623008932437e-06, 'cruelly': 4.107623008932437e-06, 'coarseness': 1.6430492035729749e-06, 'appendages': 1.6430492035729749e-06, 'smithy': 1.6430492035729749e-06, 'artificiality': 1.6430492035729749e-06, 'commonness': 1.6430492035729749e-06, 'alienates': 1.6430492035729749e-06, 'handshake': 1.6430492035729749e-06, 'exclaims': 1.6430492035729749e-06, 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1.6430492035729749e-06, 'tailor': 2.4645738053594624e-06, 'Trabb': 1.6430492035729749e-06, 'fawning': 1.6430492035729749e-06, 'elbow': 6.5721968142918994e-06, 'confers': 1.6430492035729749e-06, 'over-hand': 1.6430492035729749e-06, 'operands': 1.6430492035729749e-06, 'synchronizers': 2.4645738053594624e-06, 'EQU': 4.929147610718925e-06, 'Autocoder': 9.036770619651361e-06, 'operand': 1.3965918230370285e-05, 'coding': 3.2860984071459497e-06, 'left-justified': 1.6430492035729749e-06, 'header': 1.6430492035729749e-06, 'compiler': 4.929147610718925e-06, 'NOP': 1.6430492035729749e-06, 'macro-instructions': 3.2860984071459497e-06, '106': 2.4645738053594624e-06, 'Reservation': 1.6430492035729749e-06, 'processor': 4.107623008932437e-06, 'Compiler': 2.4645738053594624e-06, '7070/7074': 4.107623008932437e-06, 'two-digit': 4.929147610718925e-06, 'Index': 4.929147610718925e-06, 'XRESERVE': 1.6430492035729749e-06, 'SRESERVE': 1.6430492035729749e-06, 'LITORIGIN': 2.4645738053594624e-06, 'sectionalized': 1.6430492035729749e-06, 'multi-phase': 1.6430492035729749e-06, 'XRELEASE': 2.4645738053594624e-06, 'SRELEASE': 2.4645738053594624e-06, 'Switches': 1.6430492035729749e-06, 'Declarative': 2.4645738053594624e-06, 'DA': 5.750672212505412e-06, 'Define': 6.5721968142918994e-06, 'DC': 5.750672212505412e-06, 'DRDW': 3.2860984071459497e-06, 'DSW': 2.4645738053594624e-06, 'Switch': 1.6430492035729749e-06, 'DLINE': 3.2860984071459497e-06, 'Equate': 1.6430492035729749e-06, 'CODE,DTF': 1.6430492035729749e-06, 'DIOCS': 6.5721968142918994e-06, 'Input/Output': 4.107623008932437e-06, 'DUF': 4.929147610718925e-06, 'Descriptive': 1.6430492035729749e-06, 'Entry': 1.6430492035729749e-06, 'DTF': 3.2860984071459497e-06, '7070': 3.2860984071459497e-06, '7074': 1.6430492035729749e-06, 'RDWS': 4.107623008932437e-06, 'RDW': 2.4645738053594624e-06, 'xxxx': 1.6430492035729749e-06, 'yyyy': 1.6430492035729749e-06, 'programmer': 3.2860984071459497e-06, 'SETSW': 1.6430492035729749e-06, 'digit': 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'BOD/day/1,000': 1.6430492035729749e-06, 'cu': 1.6430492035729749e-06, '270': 2.4645738053594624e-06, 'BOD/day/acre': 1.6430492035729749e-06, 'sludge': 4.107623008932437e-06, 'grindings': 1.6430492035729749e-06, 'metabolized': 1.6430492035729749e-06, 'weir': 2.4645738053594624e-06, 'MLSS': 1.6430492035729749e-06, '14.5': 1.6430492035729749e-06, 'mg/l/hr': 2.4645738053594624e-06, '1.2': 1.6430492035729749e-06, 'rotor': 5.750672212505412e-06, 'resuspension': 1.6430492035729749e-06, 'microbial': 1.6430492035729749e-06, 'Removal': 1.6430492035729749e-06, 'sedimentation': 1.6430492035729749e-06, 'runoff': 2.4645738053594624e-06, 'Routine': 2.4645738053594624e-06, 'McKinney': 1.6430492035729749e-06, 'Gram': 1.6430492035729749e-06, 'protozoa': 6.5721968142918994e-06, 'floc': 3.2860984071459497e-06, 'flagellated': 1.6430492035729749e-06, 'predominated': 1.6430492035729749e-06, 'ciliated': 3.2860984071459497e-06, '40-degrees-F': 1.6430492035729749e-06, '32-degrees-F': 1.6430492035729749e-06, 'protozoan': 1.6430492035729749e-06, 'stalked': 6.5721968142918994e-06, 'ciliates': 1.6430492035729749e-06, 'predomination': 1.6430492035729749e-06, 'Oxygen': 1.6430492035729749e-06, 'determinations': 2.4645738053594624e-06, '1.0-mg.': 1.6430492035729749e-06, 'l.': 2.4645738053594624e-06, '10-degrees-C': 1.6430492035729749e-06, 'lb/day': 1.6430492035729749e-06, '9.3': 1.6430492035729749e-06, 'Oxidation': 1.6430492035729749e-06, 'nuisances': 1.6430492035729749e-06, '147,000': 1.6430492035729749e-06, 'gpd': 1.6430492035729749e-06, "BOD's": 1.6430492035729749e-06, 'antisubmarine': 4.107623008932437e-06, 'overlaps': 1.6430492035729749e-06, 'amphibious': 1.6430492035729749e-06, 'Submarines': 1.6430492035729749e-06, 'reoriented': 1.6430492035729749e-06, 'Operational': 1.6430492035729749e-06, 'oceanography': 2.4645738053594624e-06, 'Necessity': 1.6430492035729749e-06, 'ASW': 2.4645738053594624e-06, 'delineating': 2.4645738053594624e-06, "Industry's": 1.6430492035729749e-06, 'preponderance': 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'localize': 1.6430492035729749e-06, 'pinpointing': 1.6430492035729749e-06, "target's": 1.6430492035729749e-06, 'ambushed': 2.4645738053594624e-06, 'metabolites': 1.6430492035729749e-06, 'p-aminobenzoic': 1.6430492035729749e-06, 'PABA': 2.4645738053594624e-06, 'cofactors': 1.6430492035729749e-06, 'hydroxylation': 1.6430492035729749e-06, 'aniline': 1.6430492035729749e-06, 'acid-fast': 1.6430492035729749e-06, 'biosynthesized': 1.6430492035729749e-06, 'carbons': 2.4645738053594624e-06, 'metabolite': 4.929147610718925e-06, 'ring-labeled': 1.6430492035729749e-06, 'carboxy-labeled': 1.6430492035729749e-06, 'hydrolysis': 4.929147610718925e-06, 'Metabolite': 1.6430492035729749e-06, 'endogenous': 1.6430492035729749e-06, 'Vigorous': 1.6430492035729749e-06, 'aryl': 1.6430492035729749e-06, 'amines': 1.6430492035729749e-06, 'Fragment': 1.6430492035729749e-06, 'dioxalate': 1.6430492035729749e-06, 'cleaved': 1.6430492035729749e-06, 'amide': 1.6430492035729749e-06, 'Sloane': 3.2860984071459497e-06, 'K.G.': 1.6430492035729749e-06, 'Untch': 1.6430492035729749e-06, 'esterases': 2.4645738053594624e-06, 'arylesterases': 1.6430492035729749e-06, 'lanthanum': 1.6430492035729749e-06, 'arylesterase': 3.2860984071459497e-06, 'inactivation': 2.4645738053594624e-06, 'urea': 1.6430492035729749e-06, 'guanidine': 1.6430492035729749e-06, 'non-identity': 1.6430492035729749e-06, 'paraoxon': 1.6430492035729749e-06, 'hydrolyzed': 1.6430492035729749e-06, 'Investigations': 1.6430492035729749e-06, 'cholinesterase': 1.6430492035729749e-06, 'Erdos': 2.4645738053594624e-06, 'Boggs': 1.6430492035729749e-06, 'Electron-microscopical': 1.6430492035729749e-06, 'physical-chemical': 1.6430492035729749e-06, 'renaturation': 1.6430492035729749e-06, 'heat-denatured': 1.6430492035729749e-06, 'collagen': 3.2860984071459497e-06, 'ribonucleic': 1.6430492035729749e-06, 'purifying': 1.6430492035729749e-06, 'earthworm': 1.6430492035729749e-06, 'EWC': 2.4645738053594624e-06, 'macromolecules': 2.4645738053594624e-06, 'a.': 3.2860984071459497e-06, 'vertebrate': 1.6430492035729749e-06, 'tropocollagen': 1.6430492035729749e-06, 'Maser': 1.6430492035729749e-06, 'peptides': 2.4645738053594624e-06, 'peptide': 1.6430492035729749e-06, 'high-voltage': 1.6430492035729749e-06, 'assayed': 1.6430492035729749e-06, 'Instruments': 1.6430492035729749e-06, 'Jackman': 1.6430492035729749e-06, 'Reiss': 1.6430492035729749e-06, 'bradykinin': 1.6430492035729749e-06, 'spectrophotometric': 1.6430492035729749e-06, 'Renfrew': 1.6430492035729749e-06, 'Severs': 1.6430492035729749e-06, 'physiochemical': 1.6430492035729749e-06, 'globulins': 1.6430492035729749e-06, 'excelsin': 1.6430492035729749e-06, 'ultracentrifugally': 1.6430492035729749e-06, 'water-soluble': 1.6430492035729749e-06, 'Notarius': 1.6430492035729749e-06, 'viscoelasticity': 3.2860984071459497e-06, 'non-newtonian': 1.6430492035729749e-06, 'differentiability': 2.4645738053594624e-06, 'second-order': 1.6430492035729749e-06, 'first-order': 1.6430492035729749e-06, 'Noll': 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'silicate': 1.6430492035729749e-06, 'Libyan': 2.4645738053594624e-06, 'silica-glass': 1.6430492035729749e-06, 'five-fold': 1.6430492035729749e-06, 'comet': 1.6430492035729749e-06, 'stony-meteorite': 1.6430492035729749e-06, 'Nickel-iron': 1.6430492035729749e-06, 'quenching': 1.6430492035729749e-06, 'inclusions': 2.4645738053594624e-06, 'Impact': 1.6430492035729749e-06, 'nickel-iron': 1.6430492035729749e-06, 'paleoexplosion': 1.6430492035729749e-06, 'Aouelloul': 1.6430492035729749e-06, 'crater': 2.4645738053594624e-06, 'Adrar': 1.6430492035729749e-06, 'Sahara': 2.4645738053594624e-06, 'Anania': 1.6430492035729749e-06, 'ligand': 1.6430492035729749e-06, 'solvent': 4.929147610718925e-06, 'osmium': 1.6430492035729749e-06, 'ruthenium': 1.6430492035729749e-06, 'iridium': 1.6430492035729749e-06, 'rhenium': 1.6430492035729749e-06, 'triphenylphosphine': 1.6430492035729749e-06, 'triphenylarsine': 1.6430492035729749e-06, 'triphenylstibine': 1.6430492035729749e-06, 'Lauri': 1.6430492035729749e-06, 'Vaska': 1.6430492035729749e-06, 'DiLuzio': 1.6430492035729749e-06, 'heretofore-accepted': 1.6430492035729749e-06, 'radiocarbon': 1.6430492035729749e-06, 'deuterated': 1.6430492035729749e-06, 'alcohols': 2.4645738053594624e-06, 'metal-hydrido': 1.6430492035729749e-06, 'carbonyl': 2.4645738053594624e-06, 'reformulated': 1.6430492035729749e-06, 'hydrido': 1.6430492035729749e-06, 'phosphines': 1.6430492035729749e-06, 'arsines': 1.6430492035729749e-06, 'Hayter': 1.6430492035729749e-06, 'Particular': 1.6430492035729749e-06, 'ligands': 2.4645738053594624e-06, 'halides': 1.6430492035729749e-06, 'phosphide': 1.6430492035729749e-06, 'arside': 1.6430492035729749e-06, 'five-coordinate': 1.6430492035729749e-06, 'binuclear': 1.6430492035729749e-06, 'phosphorus-bridged': 1.6430492035729749e-06, 'palladium': 1.6430492035729749e-06, 'chromium-substituted': 1.6430492035729749e-06, 'oxyhydroxides': 1.6430492035729749e-06, 'high-temperature': 1.6430492035729749e-06, 'spectrally': 1.6430492035729749e-06, 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'homopolymers': 1.6430492035729749e-06, 'Contraction': 1.6430492035729749e-06, 'Glycerinated': 1.6430492035729749e-06, 'ATP': 2.4645738053594624e-06, 'mechanochemically': 1.6430492035729749e-06, 'Centigrade': 1.6430492035729749e-06, 'myosin': 1.6430492035729749e-06, 'Polymerization': 1.6430492035729749e-06, 'monodisperse': 1.6430492035729749e-06, 'polystyrene': 1.6430492035729749e-06, 'polymerizations': 1.6430492035729749e-06, 'benzene': 2.4645738053594624e-06, 'deactivation': 1.6430492035729749e-06, 'initiator': 2.4645738053594624e-06, 'butyl-lithium': 1.6430492035729749e-06, 'telomeric': 1.6430492035729749e-06, 'styryl-lithium': 1.6430492035729749e-06, 'predictability': 1.6430492035729749e-06, 'ethers': 1.6430492035729749e-06, 'crystals': 7.393721416078387e-06, 'classification-angle': 1.6430492035729749e-06, 'crystallographers': 1.6430492035729749e-06, 'Mineralogy': 4.107623008932437e-06, 'Geology': 2.4645738053594624e-06, 'Numerous': 1.6430492035729749e-06, 'Editors': 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'160-ml.': 1.6430492035729749e-06, 'Washing': 1.6430492035729749e-06, 'nips': 1.6430492035729749e-06, 'liters': 2.4645738053594624e-06, '32*0C.': 1.6430492035729749e-06, 'rinsing': 4.107623008932437e-06, 'readjusted': 1.6430492035729749e-06, 'draining': 3.2860984071459497e-06, 'soil-bearing': 1.6430492035729749e-06, 'soil-removal': 1.6430492035729749e-06, 'grease-removal': 1.6430492035729749e-06, 'reflectance-measuring': 1.6430492035729749e-06, 'Soxhlet': 1.6430492035729749e-06, 'knitted': 7.393721416078387e-06, 'laundry': 4.929147610718925e-06, 'restorability': 3.2860984071459497e-06, 'launderings': 1.6430492035729749e-06, 'summarizes': 1.6430492035729749e-06, 'Numeral': 1.6430492035729749e-06, '160-degrees-F': 2.4645738053594624e-06, 'tumble': 3.2860984071459497e-06, 'dryer': 3.2860984071459497e-06, 'restorative': 7.393721416078387e-06, 'Presser': 1.6430492035729749e-06, 'Drying': 2.4645738053594624e-06, 'Distances': 2.4645738053594624e-06, 'warp': 4.107623008932437e-06, 'wales': 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'coconut-containing': 1.6430492035729749e-06, 'convulsed': 1.6430492035729749e-06, 'wheezes': 1.6430492035729749e-06, 'over-pretended': 1.6430492035729749e-06, 'perpetration': 1.6430492035729749e-06, 'rakishly': 1.6430492035729749e-06, 'rollickingly': 1.6430492035729749e-06, 'eye-beamings': 1.6430492035729749e-06, 'Pueri': 1.6430492035729749e-06, 'aquam': 1.6430492035729749e-06, 'silvas': 1.6430492035729749e-06, 'agricolas': 1.6430492035729749e-06, 'portant': 1.6430492035729749e-06, 'vignette': 1.6430492035729749e-06, 'pre-Punic': 1.6430492035729749e-06, 'fifty-third': 1.6430492035729749e-06, 'affianced': 1.6430492035729749e-06, 'cancels': 1.6430492035729749e-06, 'buckling': 1.6430492035729749e-06, 'scimitar': 1.6430492035729749e-06, 'stumbles': 1.6430492035729749e-06, "Opera's": 1.6430492035729749e-06, "Spumoni's": 1.6430492035729749e-06, 'Sevigli': 1.6430492035729749e-06, 'del': 1.6430492035729749e-06, 'Spegititgninino': 1.6430492035729749e-06, 'contralto': 1.6430492035729749e-06, 'Hattie': 1.6430492035729749e-06, 'Sforzt': 1.6430492035729749e-06, 'Prometheus': 1.6430492035729749e-06, 'Leather': 1.6430492035729749e-06, 'Conduit': 1.6430492035729749e-06, 'Hubba': 1.6430492035729749e-06, 'hubba': 1.6430492035729749e-06, 'Yalagaloo': 1.6430492035729749e-06, 'overture': 1.6430492035729749e-06, 'Ranavan': 1.6430492035729749e-06, 'armadillo': 2.4645738053594624e-06, 'atonally': 1.6430492035729749e-06, 'Grunnfeu': 1.6430492035729749e-06, 'Arapacis': 2.4645738053594624e-06, 'Serbantian': 1.6430492035729749e-06, 'invocation': 1.6430492035729749e-06, 'Phineoppus': 1.6430492035729749e-06, 'Gorshek': 1.6430492035729749e-06, 'symbolizing': 2.4645738053594624e-06, 'Lust': 1.6430492035729749e-06, 'vanishes': 1.6430492035729749e-06, 'Shuz': 1.6430492035729749e-06, 'sidesteps': 1.6430492035729749e-06, 'gooshey': 1.6430492035729749e-06, 'ad-lib': 1.6430492035729749e-06, 'Dharma': 1.6430492035729749e-06, 'Eurasian': 1.6430492035729749e-06, 'proto-senility': 1.6430492035729749e-06, 'visrhanik': 1.6430492035729749e-06, 'bantered': 1.6430492035729749e-06, 'bouanahsha': 1.6430492035729749e-06, 'salivate': 1.6430492035729749e-06, 'pratakku': 1.6430492035729749e-06, 'sweathruna': 1.6430492035729749e-06, 'tongue-twister': 1.6430492035729749e-06, 'nnuolapertar-it-vuh-karti-birifw-': 1.6430492035729749e-06, 'Bathar-on-Walli': 1.6430492035729749e-06, 'Province': 1.6430492035729749e-06, 'spouting': 1.6430492035729749e-06, "Pockmanster's": 1.6430492035729749e-06, 'Neitzbohr': 4.107623008932437e-06, 'Jungian': 1.6430492035729749e-06, 'Meinckian': 1.6430492035729749e-06, 'Wilhelmina': 2.4645738053594624e-06, 'flashback': 1.6430492035729749e-06, 'middle-Gaelic': 1.6430492035729749e-06, 'derivations': 1.6430492035729749e-06, 'slat': 2.4645738053594624e-06, 'Reichstag': 1.6430492035729749e-06, 'expunge': 1.6430492035729749e-06, 'punishing': 1.6430492035729749e-06, 'shatters': 1.6430492035729749e-06, 'much-needed': 1.6430492035729749e-06, 'movie-goer': 1.6430492035729749e-06, 'Bini': 1.6430492035729749e-06, 'SalFininistas': 2.4645738053594624e-06, 'Ab63711-r': 1.6430492035729749e-06, 'Brest-Silevniov': 1.6430492035729749e-06, 'purgatory': 1.6430492035729749e-06, 'Schlek': 2.4645738053594624e-06, 'Neurenschatz': 1.6430492035729749e-06, 'Skolkau': 1.6430492035729749e-06, 'Baslot': 2.4645738053594624e-06, 'Rattzhenfuut': 1.6430492035729749e-06, 'Tschilwyk': 1.6430492035729749e-06, 'flautist': 1.6430492035729749e-06, 'Haumd': 1.6430492035729749e-06, "Haumd's": 1.6430492035729749e-06, 'F-major': 1.6430492035729749e-06, 'fingerings': 1.6430492035729749e-06, "flautist's": 1.6430492035729749e-06, 'heavy-handed': 1.6430492035729749e-06, 'inspirational': 1.6430492035729749e-06, 'non-dramas': 1.6430492035729749e-06, 'bittersweet': 1.6430492035729749e-06, 'theatregoer': 1.6430492035729749e-06, "Basho's": 1.6430492035729749e-06, 'frog-haiku': 1.6430492035729749e-06, 'Entwhistle': 1.6430492035729749e-06, 'amateurishness': 1.6430492035729749e-06, 'offbeat': 1.6430492035729749e-06, 'intruding': 1.6430492035729749e-06, 'lemon-meringue': 1.6430492035729749e-06, 'muffins': 1.6430492035729749e-06, 'Rilke': 1.6430492035729749e-06, 'unpretentious': 1.6430492035729749e-06, 'Aging': 1.6430492035729749e-06, 'enfant': 1.6430492035729749e-06, 'Francoisette': 1.6430492035729749e-06, 'Lagoon': 2.4645738053594624e-06, 'scenario': 1.6430492035729749e-06, 'Lascivious': 1.6430492035729749e-06, 'Interlude': 1.6430492035729749e-06, 'trip-hammer': 1.6430492035729749e-06, 'pithy': 1.6430492035729749e-06, 'all-pervading': 1.6430492035729749e-06, 'hollowness': 1.6430492035729749e-06, 'Mlle': 1.6430492035729749e-06, 'Petite': 1.6430492035729749e-06, 'Chadroe': 1.6430492035729749e-06, 'engagingly': 1.6430492035729749e-06, 'Bambi': 1.6430492035729749e-06, "Fink's": 1.6430492035729749e-06, 'understated': 1.6430492035729749e-06, 'Quizzical': 1.6430492035729749e-06, 'Salamander': 1.6430492035729749e-06, 'salamander': 1.6430492035729749e-06, 'Alicia': 4.107623008932437e-06, 'tragically': 1.6430492035729749e-06, "Parkinson's": 1.6430492035729749e-06, 'mah-jongg': 1.6430492035729749e-06, 'Fing': 2.4645738053594624e-06, 'Pulova': 2.4645738053594624e-06, 'Hardwicke': 1.6430492035729749e-06, 'Nabisco': 1.6430492035729749e-06, 'bout-de-souffle': 1.6430492035729749e-06, 'leitmotiv': 1.6430492035729749e-06, 'Mudugno': 1.6430492035729749e-06, 'Volare': 1.6430492035729749e-06, 'opalescent': 1.6430492035729749e-06, 'fascinatingly': 1.6430492035729749e-06, 'Rosalie': 1.6430492035729749e-06, 'beat-up': 1.6430492035729749e-06, 'jeunes': 1.6430492035729749e-06, 'Cause': 1.6430492035729749e-06, 'pug-nosed': 1.6430492035729749e-06, 'Jean-Pierre': 1.6430492035729749e-06, 'Bravado': 2.4645738053594624e-06, 'Bogartian': 1.6430492035729749e-06, 'Tasti-Freeze': 1.6430492035729749e-06, 'New-Waver': 1.6430492035729749e-06, 'Fredrico': 1.6430492035729749e-06, "Rossilini's": 1.6430492035729749e-06, 'Sour': 1.6430492035729749e-06, 'Sponge': 1.6430492035729749e-06, 'crackles': 1.6430492035729749e-06, 'Soaring': 1.6430492035729749e-06, 'Margo': 1.6430492035729749e-06, 'Felicity': 1.6430492035729749e-06, 'Brighetti': 1.6430492035729749e-06, 'curvaceously': 1.6430492035729749e-06, 'drib-drool': 1.6430492035729749e-06, 'sophisticates': 1.6430492035729749e-06, 'Expressionism': 1.6430492035729749e-06, 'Vindication': 1.6430492035729749e-06, "Quasimodo's": 2.4645738053594624e-06, 'Guggenheim': 1.6430492035729749e-06, 'Quasimodo': 3.2860984071459497e-06, 'Kandinsky': 1.6430492035729749e-06, 'blossomed': 1.6430492035729749e-06, 'Kline': 1.6430492035729749e-06, 'inexpressible': 1.6430492035729749e-06, 'unpaintable': 1.6430492035729749e-06, 'non-time': 1.6430492035729749e-06, 'unwaivering': 1.6430492035729749e-06, 'Invasion': 1.6430492035729749e-06, 'non-color': 1.6430492035729749e-06, 'chiding': 1.6430492035729749e-06, 'jocose': 1.6430492035729749e-06, 'reliably': 1.6430492035729749e-06, 'argot': 1.6430492035729749e-06, 'hot-slough': 1.6430492035729749e-06, 'prowlers': 1.6430492035729749e-06, 'taunting': 1.6430492035729749e-06, 'etymological': 1.6430492035729749e-06, 'rifling': 1.6430492035729749e-06, 'whimper': 1.6430492035729749e-06, 'objets': 1.6430492035729749e-06, "d'art": 1.6430492035729749e-06, 'rectitude': 1.6430492035729749e-06, 'malign': 1.6430492035729749e-06, 'recapitulate': 1.6430492035729749e-06, 'Hostaria': 1.6430492035729749e-06, 'Orso': 1.6430492035729749e-06, 'jimmied': 1.6430492035729749e-06, 'Hastening': 1.6430492035729749e-06, 'khaki': 1.6430492035729749e-06, 'eludes': 1.6430492035729749e-06, 'Victrola': 1.6430492035729749e-06, 'tangos': 1.6430492035729749e-06, 'paso': 1.6430492035729749e-06, 'doble': 1.6430492035729749e-06, 'glommed': 1.6430492035729749e-06, 'curio': 2.4645738053594624e-06, 'snuffboxes': 1.6430492035729749e-06, 'jade-handled': 1.6430492035729749e-06, 'sandalwood': 1.6430492035729749e-06, 'Kodaks': 1.6430492035729749e-06, 'afghan': 1.6430492035729749e-06, 'lammed': 1.6430492035729749e-06, 'constables': 1.6430492035729749e-06, 'Javert': 1.6430492035729749e-06, 'gird': 1.6430492035729749e-06, 'effloresce': 1.6430492035729749e-06, 'frambesia': 1.6430492035729749e-06, 'clonic': 1.6430492035729749e-06, 'curtain-raiser': 1.6430492035729749e-06, 'Occidental': 1.6430492035729749e-06, 'delimit': 1.6430492035729749e-06, 'affronted': 1.6430492035729749e-06, 'heisted': 1.6430492035729749e-06, 'obsidian': 1.6430492035729749e-06, 'statuette': 1.6430492035729749e-06, 'earth-touching': 1.6430492035729749e-06, 'Dying': 1.6430492035729749e-06, 'teakwood': 1.6430492035729749e-06, 'Jehovah': 1.6430492035729749e-06, 'Allah': 1.6430492035729749e-06, "'fess": 1.6430492035729749e-06, 'maltreat': 1.6430492035729749e-06, 'Presence': 1.6430492035729749e-06, 'jokers': 1.6430492035729749e-06, 'Khmer': 1.6430492035729749e-06, 'Musee': 1.6430492035729749e-06, 'Guimet': 1.6430492035729749e-06, 'Salpetriere': 1.6430492035729749e-06, 'leprosy': 1.6430492035729749e-06, "Hell's": 1.6430492035729749e-06, 'chaulmoogra': 1.6430492035729749e-06, 'fantods': 1.6430492035729749e-06, 'imploring': 1.6430492035729749e-06, 'desecration': 1.6430492035729749e-06, 'Sudanese': 1.6430492035729749e-06, 'juju': 1.6430492035729749e-06, 'livers': 1.6430492035729749e-06, 'Khartoum': 1.6430492035729749e-06, 'provenance': 1.6430492035729749e-06, 'applejack': 1.6430492035729749e-06, 'Ganessa': 1.6430492035729749e-06, 'Siva': 1.6430492035729749e-06, 'Krishna': 1.6430492035729749e-06, 'Travancore': 1.6430492035729749e-06, 'subcontinent': 1.6430492035729749e-06, 'Kali': 1.6430492035729749e-06, 'worshiped': 1.6430492035729749e-06, 'Thuggee': 1.6430492035729749e-06, 'Nuf': 1.6430492035729749e-06, 'amulet': 1.6430492035729749e-06, 'housebreakers': 1.6430492035729749e-06, 'mem': 1.6430492035729749e-06, 'rajah': 1.6430492035729749e-06, 'Inscribed': 1.6430492035729749e-06, 'Balinese': 1.6430492035729749e-06, 'Tjokorda': 1.6430492035729749e-06, 'Agoeng': 1.6430492035729749e-06, 'Whosoever': 1.6430492035729749e-06, 'rooftree': 1.6430492035729749e-06, 'cocu': 1.6430492035729749e-06, 'fishmongers': 1.6430492035729749e-06, 'vandals': 1.6430492035729749e-06, 'forty-fifth': 1.6430492035729749e-06, 'pap': 1.6430492035729749e-06, 'gorging': 1.6430492035729749e-06, 'pinball': 1.6430492035729749e-06, 'Ubermenschen': 1.6430492035729749e-06, 'befell': 1.6430492035729749e-06, 'wisenheimer': 1.6430492035729749e-06, 'joss': 1.6430492035729749e-06, 'Bombay': 1.6430492035729749e-06, 'garlanded': 1.6430492035729749e-06, 'cartons': 1.6430492035729749e-06, 'yapping': 1.6430492035729749e-06, 'scarify': 1.6430492035729749e-06, 'areaways': 1.6430492035729749e-06, 'exasperate': 1.6430492035729749e-06, 'Evenings': 1.6430492035729749e-06, "Paglieri's": 1.6430492035729749e-06, 'Backyard': 1.6430492035729749e-06, 'donning': 1.6430492035729749e-06, 'Sole': 1.6430492035729749e-06, 'Mio': 1.6430492035729749e-06, 'arboreal': 1.6430492035729749e-06, 'chivying': 1.6430492035729749e-06, 'retaliate': 1.6430492035729749e-06, 'stubbed': 1.6430492035729749e-06, 'contentedly': 1.6430492035729749e-06, 'tallow': 1.6430492035729749e-06, 'crisscrossed': 1.6430492035729749e-06, 'Spector': 1.6430492035729749e-06, 'process-server': 1.6430492035729749e-06, 'Grimesby': 1.6430492035729749e-06, "Roylott's": 1.6430492035729749e-06, 'speckled': 1.6430492035729749e-06, 'incubi': 1.6430492035729749e-06, 'masterly': 1.6430492035729749e-06, 'beggary': 1.6430492035729749e-06, 'hubris': 1.6430492035729749e-06, 'plumbed': 1.6430492035729749e-06, 'bathos': 1.6430492035729749e-06, 'besmirched': 1.6430492035729749e-06, 'extremis': 1.6430492035729749e-06, 'pityingly': 1.6430492035729749e-06, 'horoscope': 1.6430492035729749e-06, 'sidle': 1.6430492035729749e-06, 'Bodhisattva': 1.6430492035729749e-06, 'hors': 1.6430492035729749e-06, 'yaws': 1.6430492035729749e-06, 'fluke': 1.6430492035729749e-06, 'bilharziasis': 1.6430492035729749e-06, 'Compassionately': 1.6430492035729749e-06, 'Perelman': 1.6430492035729749e-06, 'exhaling': 1.6430492035729749e-06, 'aviary': 1.6430492035729749e-06, 'olive-flushed': 1.6430492035729749e-06, 'coral-colored': 1.6430492035729749e-06, 'boucle': 1.6430492035729749e-06, 'stupefying': 1.6430492035729749e-06}
smoothedBigramCounter = {}
totalBigramTypes = len(tokenBigramCount)
for bigram in tokenBigramCount:
token1Freq = tokenCounter[bigram[0]]
smoothedBigramCounter[bigram] = (tokenBigramCount[bigram] + 1) / (token1Freq + totalBigramTypes)
print(list(smoothedBigramCounter.values())[:20])
[4.324090589697854e-06, 1.537501866966553e-05, 4.3922064688416876e-06, 6.589279242672173e-06, 4.392987912693758e-06, 1.0935893790599507e-05, 4.3924476255526246e-06, 1.7436449590134456e-05, 3.514089301794382e-05, 4.070443088082353e-06, 4.392987912693758e-06, 4.391415660666529e-06, 6.588193956430077e-06, 4.392331867026545e-06, 4.3921582406770955e-06, 1.5082826263078965e-05, 3.2819310006826415e-05, 8.782175696206978e-06, 3.663350974882342e-05, 6.87426960885406e-05]
l = 0.5
smoothedBigramCounter = {}
totalBigramTypes = len(tokenBigramCount)
for bigram in tokenBigramCount:
token1Freq = tokenCounter[bigram[0]]
smoothedBigramCounter[bigram] = (tokenBigramCount[bigram] + l) / (token1Freq + (l * totalBigramTypes))
print(list(smoothedBigramCounter.values())[:20])
[6.385927119542427e-06, 2.8552539968065083e-05, 6.5870801010897225e-06, 1.0981697902276067e-05, 6.589423974520894e-06, 1.960130936746575e-05, 6.587803340894667e-06, 3.2442884302186e-05, 6.807905075842258e-05, 5.687990944718416e-06, 6.589423974520894e-06, 6.58470898878624e-06, 1.0978081163149656e-05, 6.587456165968762e-06, 6.58693547218447e-06, 2.748757244561161e-05, 6.32043746145078e-05, 1.53620281388464e-05, 6.979031183580243e-05, 0.00013242499595368068]
brown.categories()
['adventure', 'belles_lettres', 'editorial', 'fiction', 'government', 'hobbies', 'humor', 'learned', 'lore', 'mystery', 'news', 'religion', 'reviews', 'romance', 'science_fiction']
tokensTraining = list(brown.words(categories=['adventure',
'belles_lettres',
'editorial',
'fiction',
'government',
'hobbies',
'humor',
'learned',
'lore',
'mystery',
'religion',
'reviews',
'romance',
'science_fiction']))
TBigrams = Counter(ngrams(tokensTraining, 2))
TBigramsCount = Counter(TBigrams.values())
print("N of tokens:", len(tokensTraining))
print(TBigramsCount[1])
NrBigrams = [ b for b in TBigrams if TBigrams[b] == 1 ]
N of tokens: 1060638 313186
tokensNews = list(brown.words(categories='news'))
HOBigrams = Counter(ngrams(tokensNews, 2))
HOBigramsCount = Counter(HOBigrams.values())
print("N of tokens:", len(tokensNews))
print(HOBigramsCount[1])
res = 0
for b in NrBigrams:
res += HOBigrams[b]
print("Tr/Nr =", res/TBigramsCount[1])
N of tokens: 100554 51998 Tr/Nr = 0.027143614337805648
newCount = 0
tokenCountDict = {}
for t in tokens:
if t not in tokenCountDict:
newCount += 1
tokenCountDict[t] = tokenCountDict.get(t, 0) + 1
print("New events:", newCount)
print("Types:", len(tokenCountDict))
New events: 56057 Types: 56057
The tagCounter datatype now contains a hash-table with tags as keys and their frequencies as values. Accessing the frequency of a specific tag can be achieved using the following code:
tagCounter["NNS"]
55110
The frequency of a specific token can be accessed by generating a frequency profile from the token-list in the same way as for tags:
tokenCounter = Counter(tokens)
We access the token frequency in the same way as for tags:
tokenCounter["the"]
62713
Since one type (or word) in the Brown corpus can have more than one corresponding tag with a specific frequency, we need to store this information in a specific datastructure.
from collections import defaultdict
The following loop reads from the list of token-tag-tuples in brown.tagged_words the individual token and tag pairs and sets their counter in the dictionary of Counter datastructures.
tokenTags = defaultdict(Counter)
for token, tag in brown.tagged_words():
tokenTags[token][tag] +=1
We can now ask for the Counter datastructure for the key the. The Counter datastructure is a hash-table with tags as keys and the corresponding frequency as values.
tokenTags["John"]
Counter({'NP': 303, 'NP-HL': 9, 'NP-TL': 47, 'NN-TL': 1})
tokenTags["the"]["AT"]
62288
For the calculation of the probability of a $tag_2$ given that a $tag_1$ occured, that is $P(tag_2\ |\ tag_1)$ we will need to count the bigrams from the tags list. The NLTK ngram module provides a convenient set of functions and datastructures to achieve this:
from nltk.util import ngrams
As for the tokenTags datatype above, we can create a tags bigram model using a dictionary of Counter datatypes. The dictionary keys will be the first tag of the tag-bigram. The value will contain a Counter datatype with the second tag of the tag-bigram as the key and the frequency of the bigram as value.
tagTags = defaultdict(Counter)
Using the ngrams module we generate a bigram model from the tags list and store it in the variable posBigrams using the following code:
posBigrams = list(ngrams(tags, 2))
The following loop goes through the list of bigram tuples, assigned the left bigram tag to the variable tag1 and the right bigram tag to variable tag2, and stores the count of the bigram in the tagTags datastructure:
for tag1, tag2 in posBigrams:
tagTags[tag1][tag2] += 1
We can now list all tags that follow the AT tag with the corresponding frequency:
tagTags["AT"]
Counter({'NP-TL': 809,
'NN': 48376,
'NN-TL': 2565,
'NP': 2230,
'JJ': 19488,
'JJT': 675,
'AP': 3007,
'NNS': 7215,
'NN$': 907,
'VBG': 1568,
'CD': 981,
'JJS': 206,
'VBN': 1468,
'JJ-TL': 1414,
'NPS': 588,
'OD': 1251,
'``': 620,
'NNS$': 97,
'RB': 350,
'QL': 1377,
'JJS-TL': 2,
'NN$-TL': 162,
'JJR': 630,
'VBN-TL': 390,
'NR-TL': 208,
'NNS-TL': 284,
'FW-IN': 7,
'ABN': 42,
'NR': 218,
'NPS$': 30,
'PN': 149,
'NNS$-TL': 28,
'*': 4,
'NP$': 62,
"'": 24,
'VBG-TL': 34,
'OD-TL': 98,
'JJR-TL': 3,
'FW-NN-TL': 52,
'RB-TL': 1,
'CD-TL': 29,
'FW-JJ-TL': 8,
'NR$-TL': 8,
'FW-NN': 76,
'RBT': 11,
'(': 15,
"''": 7,
'CC': 4,
'VB': 16,
'RB-NC': 1,
'VBZ': 1,
'RP': 1,
'NP$-TL': 17,
'VBD': 2,
',': 12,
'--': 4,
'PN$': 1,
'RBR': 40,
'NN+HVZ': 3,
'FW-IN-TL': 4,
'IN': 3,
'NN+BEZ': 13,
'.': 4,
'HV': 1,
'MD': 1,
'FW-RB': 1,
'NPS-TL': 2,
'FW-NNS': 11,
'NN+MD': 2,
'AT': 1,
'PPO': 1,
'FW-JJ': 2,
'FW-VB': 2,
'NIL': 1,
'JJT-TL': 3,
'FW-NNS-TL': 5,
'FW-VBN': 1,
'FW-NN-TL-NC': 1,
')': 1,
'NN-HL': 3,
'VB-TL': 3,
'BEZ-NC': 1,
'JJ-HL': 1,
'FW-JJT': 1,
'NN+IN': 1,
'FW-NN$': 1,
'WDT': 2,
'UH': 2,
'AP$': 1,
'FW-CC': 1,
'AP-TL': 2,
'PN+HVZ': 1,
'RBR+CS': 1,
'PPS': 1,
'IN-TL': 1})
We can request the frequency of the tag-bigram AT NN using the following code:
tagTags["AT"]["NN"]
48376
We can calculate the total number of bigrams and relativize the count of any particular bigram:
total = float(len(tags))
print(total)
tagTags["NNS"]["NNS"]/(total-1)
1161192.0
0.00012228823681892126
If we want to know how many times a certain tag occurs in sentence initial position, to estimate initial probabilities for startstates in a Hidden Markov Model for example, we can loop through the sentences and count the tags in initial position.
offset = 0
initialTags = Counter()
for x in brown.sents():
initTag = tags[offset]
initialTags[initTag] += 1
offset += len(x)
print("Example:")
print("AT:", initialTags["AT"])
Example: AT: 8297
Note, for the code above, I do not know how to access the initial sentence tag directly, thus I am indirectly accessing the tag over an offset count. If you know a better way, let me know, please.
We can now estimate the probability of any tag being in sentence initial position in the following way:
initialTags["AT"]/total
0.007145243852868432
We can estimate the probability of any tag being followed by any other, in the following way:
tagTags["AT"]["NN"]/(total-1)
0.04166067425600095
Note, we are dividing by total - 1, since the number of bigrams in the tagTags data structure is exactly this.
We can estimate the likelihood of a tag token combination using the tokenTags data-structure:
tokenTags["John"]["NN"]/total
0.0
Given the data structures tokenTags and tagTags we can now estimate the probability of a word given a specific tag, or intuitively, the probability that a specific word is assigned a tag, that is for the token cat and the tag NN: $P(cat\ |\ NN)$ using the following equation and corresponding code (with $C(cat\ NN)$ as the absolute frequency or count of the cat NN tuple, and $C(NN)$ the count of the NN-tag):
tokenTags["cat"]["NN"] / tagCounter["NN"]
0.00013117334557617892
We can estimate the probability of a $tag_2$ following a $tag_1$ using a similar approach:
Here $C(t_{n-1}\ t_n)$ is the count of the bigram of these two tags in sequence. $C(t_{n-1})$ is the count or absolute frequency of the first or left tag in the bigram. Let us assume that the input sequence was the cat ... and that the most likely initial tag for the was AT, then the probability of the tag NN given that a tag AT occurred can be estimated as:
tagTags["AT"]["NN"] / tagCounter["AT"]
0.4938392592819445
The product of the two probabilities $P(w_n\ |\ t_n)\ P(t_n\ |\ t_{n-1})$ for the tokens the cat and the possible tags AT NN should be:
(tokenTags["cat"]["NN"] / tagCounter["NN"]) * (tagTags["AT"]["NN"] / tagCounter["AT"])
6.477854781687473e-05
If we would want to calculate this for any sequence of words, we should wrap this code in some function and a loop over all tokens. To avoid an underflow from the product of many probabilities, we can sum up the log-likelihoods of these probabilities. We would calculate the probabilities for all possible tag combinations assigned to the sequence of words or tokens and select the largest one as the best.
In the next section we will discuss Hidden Markov Models (HMMs) for Part-of-Speech Tagging.
Manning, Chris and Hinrich Schütze (1999) Foundations of Statistical Natural Language Processing, MIT Press. Cambridge, MA.
(C) 2016-2019 by Damir Cavar <dcavar@iu.edu>