In [95]:
import json
In [96]:
fileObj = open('tfidf.json', 'r')
tfidfDict = json.load(fileObj)
fileObj.close()

fileObj = open('sentiment_by_graf.json', 'r')
sentDict = json.load(fileObj)
fileObj.close()
In [97]:
newDict = dict()
In [98]:
tfidfDict.keys()
Out[98]:
[u'Galapagos',
 u'Bluebeard',
 u'Breakfast of Champions',
 u'Deadeye Dick',
 u'Basic Training',
 u'Slapstick',
 u'Armageddon In Retrospect',
 u'Slaughterhouse-Five',
 u'Jailbird',
 u'Mother Night',
 u'Happy Birthday, Wanda June',
 u'God Bless You, Dr. Kevorkian',
 u'Palm Sunday',
 u'We Are What We Pretend to Be',
 u"If This Isn't Nice, What Is",
 u'Man without a Country, A',
 u"Cat's Cradle",
 u'Sirens of Titan, The',
 u'Welcome to the Monkey House',
 u'2BR02B',
 u'Petrified Ants',
 u'God Bless You, Mr. Rosewater',
 u'While Mortals Sleep',
 u'Hocus Pocus',
 u'Letters',
 u'Timequake',
 u'Player Piano',
 u'Look at the Birdie',
 u'Bagombo Snuff Box']
In [99]:
tfidfDict["Timequake"][0]
Out[99]:
[[u'chapter', 1.4155934765219267],
 [u'dedication', 0.445258163631901],
 [u'contents', 0.445258163631901],
 [u'copyright', 0.3822447835809969],
 [u'title', 0.29894562613789194],
 [u'table', 0.2823709391566233]]
In [100]:
for key in tfidfDict:
    if key == "If This Isn't Nice, What Is":
        title = "If This Isn't Nice, What Is?"
    elif key == 'Man without a Country, A':
        title = 'A Man without a Country'
    elif key == 'Sirens of Titan, The':
        title = 'The Sirens of Titan'
    else:
        title = key
        
    if title == '2BR02B':
        slug = 'twobrzerotwob'
    elif title == "If This Isn't Nice, What Is?":
        slug = 'if-this-isnt-nice-what-is'
    else:
        slug = title.lower().replace(' ', '-').replace(',', '').replace('.', '').replace("\'", '').encode('ascii', 'ignore')
    newDict[slug] = {
        'tfidf': tfidfDict[key],
        'sentiment': sentDict[key],
        'title': title
    }
In [101]:
newDict.keys()
Out[101]:
['letters',
 'timequake',
 'welcome-to-the-monkey-house',
 'mother-night',
 'deadeye-dick',
 'god-bless-you-dr-kevorkian',
 'we-are-what-we-pretend-to-be',
 'slaughterhouse-five',
 'the-sirens-of-titan',
 'if-this-isnt-nice-what-is',
 'galapagos',
 'bluebeard',
 'a-man-without-a-country',
 'palm-sunday',
 'while-mortals-sleep',
 'slapstick',
 'happy-birthday-wanda-june',
 'god-bless-you-mr-rosewater',
 'jailbird',
 'petrified-ants',
 'cats-cradle',
 'twobrzerotwob',
 'player-piano',
 'look-at-the-birdie',
 'hocus-pocus',
 'bagombo-snuff-box',
 'basic-training',
 'breakfast-of-champions',
 'armageddon-in-retrospect']
In [102]:
newDict['breakfast-of-champions']['tfidf'][10]
Out[102]:
[[u'nonsense', 0.08636663317025456],
 [u'flag', 0.07202565702073845],
 [u'motto', 0.06883633261051932],
 [u'continent', 0.05757775544683637],
 [u'teachers', 0.05757775544683637],
 [u'anthem', 0.05360972686129457],
 [u'wrong', 0.05360972686129457],
 [u'consisted', 0.050531884774202014],
 [u'children', 0.04929574760001893],
 [u'citizens', 0.0480171046804923],
 [u'nation', 0.0440490760949505],
 [u'country', 0.04249911173163199],
 [u'states', 0.03735241656692703],
 [u'united', 0.03735241656692703],
 [u'fairness', 0.036365514196991355],
 [u'cheat', 0.036365514196991355],
 [u'founders', 0.036365514196991355],
 [u'1492', 0.036365514196991355],
 [u'unum', 0.036365514196991355],
 [u'hocus', 0.036365514196991355],
 [u'pocus', 0.036365514196991355],
 [u'radiant', 0.036365514196991355],
 [u'dipping', 0.036365514196991355],
 [u'blackboards', 0.036365514196991355],
 [u'baroque', 0.036365514196991355],
 [u'ignored', 0.036365514196991355],
 [u'truncated', 0.036365514196991355],
 [u'crimes', 0.036365514196991355],
 [u'result', 0.036365514196991355],
 [u'closer', 0.036365514196991355],
 [u'playfulness', 0.036365514196991355],
 [u'pluribus', 0.036365514196991355],
 [u'imaginative', 0.036365514196991355],
 [u'undippable', 0.036365514196991355],
 [u'bum', 0.036365514196991355],
 [u'raising', 0.036365514196991355],
 [u'founding', 0.036365514196991355],
 [u'education', 0.036365514196991355],
 [u'beings', 0.033652223648379734],
 [u'welcomed', 0.03158518881381932],
 [u'rob', 0.03158518881381932],
 [u'pride', 0.03158518881381932],
 [u'pirates', 0.03158518881381932],
 [u'fathers', 0.03158518881381932],
 [u'mattered', 0.03158518881381932],
 [u'salute', 0.03158518881381932],
 [u'aristocrats', 0.03158518881381932],
 [u'clues', 0.03158518881381932],
 [u'study', 0.03158518881381932],
 [u'brotherhood', 0.03158518881381932],
 [u'comforted', 0.03158518881381932],
 [u'ancient', 0.03158518881381932],
 [u'insulted', 0.03158518881381932],
 [u'example', 0.03158518881381932],
 [u'memorize', 0.03158518881381932],
 [u'strength', 0.03158518881381932],
 [u'cheated', 0.03158518881381932],
 [u'lot', 0.029438316348696997],
 [u'bringing', 0.028788877723418184],
 [u'respectful', 0.028788877723418184],
 [u'poets', 0.028788877723418184],
 [u'joy', 0.028788877723418184],
 [u'studied', 0.028788877723418184],
 [u'hope', 0.026804863430647283],
 [u'concealed', 0.026804863430647283],
 [u'pyramid', 0.026804863430647283],
 [u'estate', 0.026804863430647283],
 [u'trash', 0.026804863430647283],
 [u'happiness', 0.025265942387101007],
 [u'ground', 0.025265942387101007],
 [u'friendly', 0.025265942387101007],
 [u'society', 0.025265942387101007],
 [u'sea', 0.025265942387101007],
 [u'mistake', 0.025265942387101007],
 [u'vacant', 0.025265942387101007],
 [u'innocent', 0.02400855234024615],
 [u'stick', 0.02400855234024615],
 [u'beauty', 0.02400855234024615],
 [u'evil', 0.02400855234024615],
 [u'president', 0.02400855234024615],
 [u'terrible', 0.022945444203506436],
 [u'human', 0.02292526408164858],
 [u'mentioned', 0.02202453804747525],
 [u'language', 0.02202453804747525],
 [u'millions', 0.02202453804747525],
 [u'useless', 0.02202453804747525],
 [u'wished', 0.021212241249845016],
 [u'eye', 0.020485617003928973],
 [u'spoke', 0.020485617003928973],
 [u'top', 0.020485617003928973],
 [u'simply', 0.01982830541907156],
 [u'lives', 0.01982830541907156],
 [u'kill', 0.019228226957074112],
 [u'form', 0.019228226957074112],
 [u'discovered', 0.018676208283463516],
 [u'paper', 0.018676208283463516],
 [u'weren', 0.01768930591352784],
 [u'began', 0.01724421266430321],
 [u'picture', 0.01724421266430321],
 [u'living', 0.016826111824189867],
 [u'america', 0.016826111824189867],
 [u'meant', 0.016059038478602114],
 [u'full', 0.016059038478602114],
 [u'real', 0.01570529162075694],
 [u'wrote', 0.015368807729933267],
 [u'year', 0.015368807729933267],
 [u'asked', 0.015047980035899522],
 [u'great', 0.014447901573902076],
 [u'times', 0.014447901573902076],
 [u'money', 0.013384793437162366],
 [u'kilgore', 0.013179468207274982],
 [u'knew', 0.011651590483500942],
 [u'hoover', 0.011616313927178388],
 [u'thought', 0.011099571809890347],
 [u'planet', 0.010754672357651303],
 [u'told', 0.008728733609181213],
 [u'trout', 0.007404153243713811],
 [u'dwayne', 0.0063560717681562665]]
In [103]:
with open('vonnegut.json', 'w') as outfile:
    json.dump(newDict, outfile)
In [104]:
jsonDocs = [{} for _ in range(max([len(newDict[slug]['tfidf']) for slug in newDict]))]
sentDict = {}

for slug in newDict:
    for i in range(len(newDict[slug]['tfidf'])):
        jsonDocs[i][slug] = {
            'sentiment': newDict[slug]['sentiment'][i],
            'tfidf': newDict[slug]['tfidf'][i],
            'title': newDict[slug]['title']
        }
    sentDict[slug] = newDict[slug]['sentiment']
In [107]:
with open('sentiment.json', 'w') as outfile:
    json.dump(sentDict, outfile)
In [108]:
jsonDocs[0]
Out[108]:
{'a-man-without-a-country': {'sentiment': 0.3875,
  'tfidf': [[u'sirens', 0.18995162126496545],
   [u'cathouse', 0.18995162126496545],
   [u'wanda', 0.18995162126496545],
   [u'rosewater', 0.18995162126496545],
   [u'monkey', 0.18995162126496545],
   [u'june', 0.18995162126496545],
   [u'canary', 0.18995162126496545],
   [u'birthday', 0.18995162126496545],
   [u'titan', 0.15694461266687282],
   [u'cat', 0.15694461266687282],
   [u'bless', 0.15694461266687282],
   [u'player', 0.15694461266687282],
   [u'cradle', 0.15694461266687282],
   [u'piano', 0.15694461266687282],
   [u'slaughterhouse', 0.13763675037600784],
   [u'night', 0.11331172067286542],
   [u'mother', 0.11331172067286542],
   [u'happy', 0.11331172067286542],
   [u'author', 0.10462974177791522],
   [u'house', 0.07576613208409065],
   [u'god', 0.0642822246166198]],
  'title': 'A Man without a Country'},
 'armageddon-in-retrospect': {'sentiment': -0.4,
  'tfidf': [[u'snuff', 0.24814223151299536],
   [u'timequake', 0.24814223151299536],
   [u'gal', 0.24814223151299536],
   [u'dick', 0.24814223151299536],
   [u'bluebeard', 0.24814223151299536],
   [u'hocus', 0.24814223151299536],
   [u'palm', 0.24814223151299536],
   [u'pagos', 0.24814223151299536],
   [u'bagombo', 0.24814223151299536],
   [u'pocus', 0.24814223151299536],
   [u'deadeye', 0.24814223151299536],
   [u'fates', 0.2134848724849981],
   [u'sunday', 0.2134848724849981],
   [u'box', 0.1932116170795899],
   [u'country', 0.14417015442900358],
   [u'worse', 0.1382810026461844],
   [u'death', 0.12389689902359535],
   [u'vonnegut', 0.12389689902359535],
   [u'kurt', 0.10951279540100632],
   [u'man', 0.05893274981708231]],
  'title': u'Armageddon In Retrospect'},
 'bagombo-snuff-box': {'sentiment': -0.009090909090909094,
  'tfidf': [[u'copyright', 0.2656156553196073],
   [u'llc', 0.17707710354640485],
   [u'2011', 0.17707710354640485],
   [u'rosettabooks', 0.17707710354640485],
   [u'electronic', 0.1560726435294368],
   [u'vonnegut', 0.1560726435294368],
   [u'kurt', 0.1560726435294368],
   [u'edition', 0.14378582207161364],
   [u'snuff', 0.11811012933260748],
   [u'fiction', 0.11049454059682244],
   [u'bagombo', 0.10177690203767756],
   [u'box', 0.0894900805798544],
   [u'reserved', 0.08853855177320243],
   [u'resemblance', 0.08853855177320243],
   [u'establishments', 0.08853855177320243],
   [u'embodied', 0.08853855177320243],
   [u'fictitiously', 0.08853855177320243],
   [u'reproduced', 0.08853855177320243],
   [u'uncollected', 0.08853855177320243],
   [u'entirely', 0.08853855177320243],
   [u'locales', 0.08853855177320243],
   [u'articles', 0.08853855177320243],
   [u'1999', 0.08853855177320243],
   [u'reviews', 0.08853855177320243],
   [u'quotations', 0.08853855177320243],
   [u'rights', 0.0780363217647184],
   [u'events', 0.0780363217647184],
   [u'coincidental', 0.0780363217647184],
   [u'whatsoever', 0.0780363217647184],
   [u'actual', 0.0780363217647184],
   [u'critical', 0.0780363217647184],
   [u'manner', 0.0780363217647184],
   [u'characters', 0.07189291103580682],
   [u'incidents', 0.07189291103580682],
   [u'product', 0.06753409175623439],
   [u'published', 0.06753409175623439],
   [u'author', 0.06415312885753424],
   [u'permission', 0.06415312885753424],
   [u'imagination', 0.06415312885753424],
   [u'cover', 0.0613906810273228],
   [u'art', 0.05905506466630374],
   [u'written', 0.05524727029841122],
   [u'names', 0.053650898849050215],
   [u'places', 0.05088845101883878],
   [u'short', 0.04855283465781972],
   [u'case', 0.043148668840566194],
   [u'person', 0.043148668840566194],
   [u'york', 0.04240942392890813],
   [u'book', 0.04170457520716733],
   [u'living', 0.0380506046493357],
   [u'dead', 0.03700525811165461],
   [u'business', 0.03190719392042411],
   [u'work', 0.029571577559405048]],
  'title': u'Bagombo Snuff Box'},
 'basic-training': {'sentiment': 0.04545454545454545,
  'tfidf': [[u'electronic', 0.23933904279385645],
   [u'copyright', 0.23933904279385645],
   [u'2012', 0.23933904279385645],
   [u'edition', 0.159559361862571],
   [u'llc', 0.159559361862571],
   [u'vonnegut', 0.159559361862571],
   [u'rosettabooks', 0.159559361862571],
   [u'passages', 0.0797796809312855],
   [u'photo', 0.0797796809312855],
   [u'reviewer', 0.0797796809312855],
   [u'reserved', 0.0797796809312855],
   [u'review', 0.0797796809312855],
   [u'storage', 0.0797796809312855],
   [u'writing', 0.0797796809312855],
   [u'systems', 0.0797796809312855],
   [u'basic', 0.0797796809312855],
   [u'reproduced', 0.0797796809312855],
   [u'quote', 0.0797796809312855],
   [u'published', 0.0797796809312855],
   [u'jr', 0.0797796809312855],
   [u'courtesy', 0.0797796809312855],
   [u'nanny', 0.0797796809312855],
   [u'publisher', 0.0797796809312855],
   [u'rights', 0.0797796809312855],
   [u'cover', 0.0797796809312855],
   [u'kurt', 0.0797796809312855],
   [u'retrieval', 0.0797796809312855],
   [u'art', 0.06591673732008659],
   [u'including', 0.06591673732008659],
   [u'contents', 0.06591673732008659],
   [u'book', 0.06591673732008659],
   [u'permission', 0.06591673732008659],
   [u'iii', 0.06591673732008659],
   [u'training', 0.06591673732008659],
   [u'jacket', 0.06591673732008659],
   [u'mechanical', 0.06591673732008659],
   [u'york', 0.06591673732008659],
   [u'ii', 0.05780743515792329],
   [u'form', 0.05780743515792329],
   [u'trust', 0.05205379370888768]],
  'title': u'Basic Training'},
 'bluebeard': {'sentiment': 0.36742424242424243,
  'tfidf': [[u'satirist', 0.3302002330461243],
   [u'monthly', 0.16510011652306214],
   [u'review', 0.16510011652306214],
   [u'humorist', 0.16510011652306214],
   [u'lessing', 0.16510011652306214],
   [u'unimitative', 0.16510011652306214],
   [u'inimitable', 0.16510011652306214],
   [u'unique', 0.16510011652306214],
   [u'harper', 0.16510011652306214],
   [u'landscapes', 0.16510011652306214],
   [u'doris', 0.16510011652306214],
   [u'celebration', 0.14343926713056385],
   [u'defense', 0.1307684825021837],
   [u'map', 0.1307684825021837],
   [u'kurt', 0.1307684825021837],
   [u'finest', 0.12177841773806557],
   [u'laugh', 0.1148051817594965],
   [u'vonnegut', 0.10910763310968542],
   [u'atlantic', 0.10910763310968542],
   [u'social', 0.10910763310968542],
   [u'writers', 0.1042904243650836],
   [u'names', 0.09643684848130528],
   [u'places', 0.09643684848130528],
   [u'america', 0.0931443323669982],
   [u'magazine', 0.0931443323669982],
   [u'greatest', 0.08494544910238912],
   [u'black', 0.08047354773861808],
   [u'times', 0.06578593432468884],
   [u'book', 0.06328459970989082],
   [u'best', 0.05679586956057069],
   [u'york', 0.049050989438552524]],
  'title': u'Bluebeard'},
 'breakfast-of-champions': {'sentiment': 0.36742424242424243,
  'tfidf': [[u'satirist', 0.3295624724102342],
   [u'finest', 0.1647812362051171],
   [u'review', 0.1647812362051171],
   [u'humorist', 0.1647812362051171],
   [u'lessing', 0.1647812362051171],
   [u'unimitative', 0.1647812362051171],
   [u'atlantic', 0.1647812362051171],
   [u'vommegut', 0.1647812362051171],
   [u'inimitable', 0.1647812362051171],
   [u'unique', 0.1647812362051171],
   [u'landscapes', 0.1647812362051171],
   [u'doris', 0.1647812362051171],
   [u'defense', 0.1431203868126188],
   [u'monthly', 0.1431203868126188],
   [u'celebration', 0.1431203868126188],
   [u'harper', 0.1431203868126188],
   [u'map', 0.13044960218423865],
   [u'laugh', 0.1214595374201205],
   [u'social', 0.1214595374201205],
   [u'kurt', 0.1214595374201205],
   [u'writers', 0.11448630144155145],
   [u'names', 0.10878875279174037],
   [u'greatest', 0.10878875279174037],
   [u'magazine', 0.10397154404713854],
   [u'places', 0.09979868802762222],
   [u'best', 0.08462656878444406],
   [u'america', 0.07624331920336033],
   [u'york', 0.07445711877086193],
   [u'times', 0.06546705400674378],
   [u'book', 0.052796269378363646],
   [u'black', 0.03955207416660237]],
  'title': u'Breakfast of Champions'},
 'cats-cradle': {'sentiment': 0.36742424242424243,
  'tfidf': [[u'satirist', 0.32516339738994626],
   [u'finest', 0.16258169869497313],
   [u'monthly', 0.16258169869497313],
   [u'review', 0.16258169869497313],
   [u'humorist', 0.16258169869497313],
   [u'map', 0.16258169869497313],
   [u'lessing', 0.16258169869497313],
   [u'unimitative', 0.16258169869497313],
   [u'atlantic', 0.16258169869497313],
   [u'inimitable', 0.16258169869497313],
   [u'unique', 0.16258169869497313],
   [u'harper', 0.16258169869497313],
   [u'landscapes', 0.16258169869497313],
   [u'doris', 0.16258169869497313],
   [u'defense', 0.14277749353611754],
   [u'social', 0.14277749353611754],
   [u'times', 0.13682986218969895],
   [u'vonnegut', 0.1311927761615986],
   [u'kurt', 0.1311927761615986],
   [u'chicago', 0.122973288377262],
   [u'celebration', 0.122973288377262],
   [u'magazine', 0.122973288377262],
   [u'names', 0.11659775833971313],
   [u'writers', 0.11659775833971313],
   [u'greatest', 0.11659775833971313],
   [u'laugh', 0.111388571002743],
   [u'america', 0.10698426586482135],
   [u'sun', 0.10316908321840641],
   [u'york', 0.09407040518644828],
   [u'places', 0.09158436584388743],
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  'title': "If This Isn't Nice, What Is?"},
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   [u'house', 0.08587239483948243],
   [u'time', 0.05513338857421144],
   [u'man', 0.045209518594354]],
  'title': u'Look at the Birdie'},
 'mother-night': {'sentiment': 0.36742424242424243,
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  'title': u'Mother Night'},
 'palm-sunday': {'sentiment': 0.36742424242424243,
  'tfidf': [[u'satirist', 0.29947810955816934],
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   [u'vonnegut', 0.038634427857540496]],
  'title': u'Palm Sunday'},
 'petrified-ants': {'sentiment': 0.375,
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   [u'petrified', 0.0975428280355019],
   [u'author', 0.0975428280355019],
   [u'ants', 0.028210181191875662]],
  'title': u'Petrified Ants'},
 'player-piano': {'sentiment': 0.129040404040404,
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   [u'black', 0.09826286829449013],
   [u'writer', 0.09193678398344061],
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   [u'moral', 0.09193678398344061],
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   [u'kurt', 0.09193678398344061],
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  'title': u'Player Piano'},
 'slapstick': {'sentiment': 0.36742424242424243,
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   [u'york', 0.06145173485279889],
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  'title': u'Slapstick'},
 'slaughterhouse-five': {'sentiment': 0.2606060606060606,
  'tfidf': [[u'satirist', 0.2787377687119402],
   [u'defense', 0.1393688843559701],
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   [u'book', 0.03982669162107817],
   [u'man', 0.030701578649632723]],
  'title': u'Slaughterhouse-Five'},
 'the-sirens-of-titan': {'sentiment': -0.1,
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  'title': 'The Sirens of Titan'},
 'timequake': {'sentiment': 0.0,
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  'title': u'Timequake'},
 'twobrzerotwob': {'sentiment': 0.18333333333333335,
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   [u'29', 0.05014907779818907],
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   [u'2011', 0.05014907779818907],
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   [u'operating', 0.05014907779818907],
   [u'effort', 0.05014907779818907],
   [u'loss', 0.05014907779818907],
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   [u'published', 0.05014907779818907],
   [u'kurt', 0.05014907779818907],
   [u'alike', 0.05014907779818907]],
  'title': u'2BR02B'},
 'we-are-what-we-pretend-to-be': {'sentiment': 0.0,
  'tfidf': [[u'vi', 0.34606022634275635],
   [u'title', 0.34606022634275635],
   [u'iii', 0.34606022634275635],
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   [u'novella', 0.2830468462918522],
   [u'training', 0.26276106889965134],
   [u'table', 0.18317300186747862]],
  'title': u'We Are What We Pretend to Be'},
 'welcome-to-the-monkey-house': {'sentiment': 0.29545454545454547,
  'tfidf': [[u'epigraph', 0.4510485519690844],
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   [u'house', 0.13870678192705216],
   [u'time', 0.08025766230715847]],
  'title': u'Welcome to the Monkey House'},
 'while-mortals-sleep': {'sentiment': 0.0,
  'tfidf': [[u'cat', 0.3415562047464727],
   [u'canary', 0.24075366378341462],
   [u'armageddon', 0.24075366378341462],
   [u'snuff', 0.24075366378341462],
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   [u'bluebeard', 0.24075366378341462],
   [u'bagombo', 0.24075366378341462],
   [u'deadeye', 0.24075366378341462],
   [u'retrospect', 0.24075366378341462],
   [u'champions', 0.24075366378341462],
   [u'timbuktu', 0.24075366378341462],
   [u'cradle', 0.18047999590863678],
   [u'kurt', 0.15614887469405317],
   [u'breakfast', 0.15034316197124786],
   [u'vonnegut', 0.1452221604209703],
   [u'box', 0.1452221604209703],
   [u'country', 0.14064126843584743],
   [u'illustration', 0.12923412650247826],
   [u'credit', 0.12301235069201419],
   [u'house', 0.08375723279888314],
   [u'time', 0.04559556075158248],
   [u'man', 0.04052887308828022]],
  'title': u'While Mortals Sleep'}}
In [109]:
i = 0
for doc in jsonDocs:
    with open('sections/vonnegut-%i.json' % i, 'w') as outfile:
        json.dump(doc, outfile)
    i += 1
In [110]:
for key in jsonDocs[0]:
    jsonDocs[0][key]['length'] = len(newDict[key]['tfidf'])
In [111]:
with open('vonnegut-0.json', 'w') as outfile:
    json.dump(jsonDocs[0], outfile)
In [89]:
from collections import defaultdict

sentDict = defaultdict(list)

for doc in jsonDocs:
    for slug in doc:
        sentDict[slug].append(doc[slug]['sentiment'][1])
In [90]:
sentDict['galapagos']
Out[90]:
[0.36742424242424243,
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In [91]:
with open('sentiment.json', 'w') as outfile:
    json.dump(sentDict, outfile)
In [ ]: