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{'NNP': 1}, 'Peter': {'NNP': 1}, 'Thomas': {'NNP': 1}, 'England': {'NNP': 1}, 'Edited': {'VBN': 1}, 'Paradise': {'NNP': 2}, 'CLASSIC': {'NN': 2}, 'From': {'IN': 1}, 'of': {'IN': 8}, 'cents': {'NNS': 11}, 'Revolution': {'NN': 2}, 'Introduction': {'NN': 2}, 'and': {'CC': 15}, 'dozen': {'NN': 1}, 'Biographical': {'NNP': 1}, 'Ma': {'NNP': 1}, 'Full': {'JJ': 4}, 'M.D.': {'NNP': 1}, 'Index': {'NN': 1}, 'the': {'DT': 3}, 'First': {'JJ': 1}}}, 'footer': None, 'calculatedLanguage': 'en'}, {'seq': '00000231', 'version': 'd41d8cd98f00b204e9800998ecf8427e', 'tokenCount': 0, 'lineCount': 0, 'emptyLineCount': 0, 'sentenceCount': 0, 'header': None, 'body': None, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000232', 'version': 'd41d8cd98f00b204e9800998ecf8427e', 'tokenCount': 0, 'lineCount': 0, 'emptyLineCount': 0, 'sentenceCount': 0, 'header': None, 'body': None, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000233', 'version': 'd41d8cd98f00b204e9800998ecf8427e', 'tokenCount': 0, 'lineCount': 0, 'emptyLineCount': 0, 'sentenceCount': 0, 'header': None, 'body': None, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000234', 'version': 'd41d8cd98f00b204e9800998ecf8427e', 'tokenCount': 0, 'lineCount': 0, 'emptyLineCount': 0, 'sentenceCount': 0, 'header': None, 'body': None, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000235', 'version': '0a94e2dc51955694dc5671efbbc93e92', 'tokenCount': 2, 'lineCount': 2, 'emptyLineCount': 1, 'sentenceCount': None, 'header': None, 'body': {'tokenCount': 2, 'lineCount': 2, 'emptyLineCount': 1, 'sentenceCount': None, 'capAlphaSeq': 0, 'beginCharCount': {'g': 1}, 'endCharCount': {'&': 1}, 'tokenPosCount': {'&': {'UNK': 1}, 'g': {'UNK': 1}}}, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000236', 'version': 'ce190b922a9a7a85b97799697a08d7ac', 'tokenCount': 3, 'lineCount': 2, 'emptyLineCount': 1, 'sentenceCount': None, 'header': None, 'body': {'tokenCount': 3, 'lineCount': 2, 'emptyLineCount': 1, 'sentenceCount': None, 'capAlphaSeq': 1, 'beginCharCount': {'N': 1}, 'endCharCount': {'9': 1}, 'tokenPosCount': {'1899': {'UNK': 1}, '20': {'UNK': 1}, 'NOV': {'UNK': 1}}}, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000237', 'version': 'd41d8cd98f00b204e9800998ecf8427e', 'tokenCount': 0, 'lineCount': 0, 'emptyLineCount': 0, 'sentenceCount': 0, 'header': None, 'body': None, 'footer': None, 'calculatedLanguage': None}, {'seq': '00000238', 'version': 'ca01e5fda7043f9ee9b41e5991aae556', 'tokenCount': 7, 'lineCount': 4, 'emptyLineCount': 2, 'sentenceCount': None, 'header': None, 'body': {'tokenCount': 7, 'lineCount': 4, 'emptyLineCount': 2, 'sentenceCount': None, 'capAlphaSeq': 1, 'beginCharCount': {'L': 1, '0': 1}, 'endCharCount': {'S': 1, '1': 1}, 'tokenPosCount': {'144': {'UNK': 1}, 'OF': {'UNK': 1}, 'LIBRARY': {'UNK': 1}, '1': {'UNK': 1}, '014': {'UNK': 1}, '105': {'UNK': 1}, 'CONGRESS': {'UNK': 1}}}, 'footer': None, 'calculatedLanguage': 'cy'}]}}
    


```python
# Word frequency data of each page
data['features']['pages'][60]['body']

{'tokenCount': 214,
 'lineCount': 40,
 'emptyLineCount': 17,
 'sentenceCount': 15,
 'capAlphaSeq': 4,
 'beginCharCount': {'E': 1,
  's': 1,
  'N': 2,
  'T': 5,
  'a': 1,
  'i': 2,
  'G': 1,
  'b': 1,
  '[': 1,
  'B': 1,
  'P': 3,
  'W': 1,
  'w': 1,
  'o': 1,
  'S': 1},
 'endCharCount': {'e': 3,
  's': 2,
  '.': 6,
  'y': 1,
  't': 1,
  'a': 1,
  'I': 1,
  '-': 1,
  ',': 4,
  '0': 2,
  'd': 1},
 'tokenPosCount': {'sweet': {'JJ': 1},
  'II': {'CD': 1},
  'aught': {'NN': 1},
  'sentences': {'NNS': 1},
  'for': {'IN': 2},
  'question': {'NN': 1},
  'Por': {'NN': 2, 'NNP': 1},
  'presently': {'RB': 1},
  'Scene': {'NN': 1},
  'troth': {'NN': 1},
  'body': {'NN': 1},
  'this': {'DT': 1},
  'lives': {'NNS': 1},
  'in': {'IN': 4},
  'have': {'VB': 1},
  'your': {'PRP$': 2},
  'fair': {'JJ': 1},
  'are': {'VBP': 2},
  'is': {'VBZ': 3},
  'too': {'RB': 1},
  'fortunes': {'NNS': 1},
  'They': {'PRP': 1},
  'furnish': {'VB': 1},
  'Portia': {'NNP': 3},
  'forth': {'RB': 1},
  'Belmont': {'NNP': 2},
  '.': {'.': 14},
  'but': {'CC': 1},
  'Ner': {'NN': 2},
  'uttermost': {'NN': 1},
  'sake': {'NN': 1},
  'what': {'WP': 2},
  'would': {'MD': 2},
  'if': {'IN': 2},
  'good': {'JJ': 1},
  'world': {'NN': 1},
  'You': {'PRP': 1},
  'Good': {'JJ': 1},
  'trust': {'NN': 1},
  'happiness': {'NN': 1},
  'so': {'RB': 1},
  'do': {'VB': 1, 'VBP': 1},
  'present': {'JJ': 1},
  'hairs': {'NNS': 1},
  'it': {'PRP': 1},
  'A': {'DT': 1},
  'a': {'DT': 1},
  'mean': {'NN': 1},
  'starve': {'VBP': 1},
  'as': {'IN': 4, 'RB': 1},
  'Exeunt': {'NN': 1},
  'well': {'RB': 2},
  'credit': {'NN': 1},
  '-LSB-': {'-LRB-': 1},
  '10': {'CD': 1},
  'a-weary': {'JJ': 1},
  'abundance': {'NN': 1},
  'Go': {'VB': 1},
  'yet': {'RB': 1},
  'or': {'CC': 1},
  'comes': {'VBZ': 1},
  "'s": {'POS': 1},
  'seated': {'VBN': 1},
  'they': {'PRP': 2},
  'Venice': {'NNP': 1},
  'I': {'PRP': 3},
  'that': {'IN': 1, 'DT': 1},
  'inquire': {'RB': 1},
  'to': {'TO': 6},
  'Where': {'WRB': 1},
  'know': {'VB': 1},
  'small': {'JJ': 1},
  ',': {',': 18},
  ';': {':': 3},
  'Try': {'VB': 1},
  'nothing': {'NN': 1},
  'raise': {'VB': 1},
  'go': {'VB': 1},
  'can': {'MD': 1},
  '180': {'CD': 1},
  'same': {'JJ': 1},
  'my': {'PRP$': 5},
  'therefore': {'RB': 2},
  'easy': {'JJ': 1},
  'If': {'IN': 1},
  'house': {'NN': 1},
  'by': {'IN': 1},
  'even': {'RB': 1},
  'will': {'MD': 1},
  'much': {'JJ': 1},
  'little': {'JJ': 1},
  'surfeit': {'NN': 1},
  'rack': {'NN': 1},
  'with': {'IN': 2},
  'To': {'TO': 3},
  'money': {'NN': 1},
  'make': {'VBP': 1},
  'That': {'DT': 1},
  'thee': {'PRP': 1},
  'miseries': {'NNS': 1},
  'Nerissa': {'NNP': 2},
  'It': {'PRP': 1},
  'shall': {'MD': 1},
  'followed': {'VBN': 1},
  'be': {'VB': 4},
  'longer': {'RBR': 1},
  'competency': {'NN': 1},
  'better': {'RBR': 1},
  'were': {'VBD': 3},
  'By': {'IN': 1},
  'room': {'NN': 1},
  ':': {':': 2},
  'pronounced': {'JJ': 1},
  'superfluity': {'NN': 1},
  "'d": {'MD': 1},
  'see': {'VBP': 1},
  'no': {'DT': 2},
  'white': {'JJ': 1},
  'great': {'JJ': 1},
  'of': {'IN': 2},
  'sooner': {'RB': 1},
  'sum': {'NN': 1},
  'and': {'CC': 5},
  'madam': {'NN': 1},
  'Enter': {'VB': 1},
  'sick': {'JJ': 1},
  'the': {'DT': 3}}}

[nltk_data] Downloading package stopwords to
[nltk_data]     C:\Users\colto\AppData\Roaming\nltk_data...
[nltk_data]   Package stopwords is already up-to-date!

5

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{'neg': 0.0, 'neu': 0.545, 'pos': 0.455, 'compound': 0.3612}

{'neg': 0.345, 'neu': 0.655, 'pos': 0.0, 'compound': -0.2755}

Scores: {'neg': 0.0, 'neu': 0.759, 'pos': 0.241, 'compound': 0.5411}
Compound Score: 0.5411
Tweet 1: My economic policy speech will be carried live at 12:15 P.M. Enjoy!
Sentiment Score: 0.5411

Scores: {'neg': 0.0, 'neu': 0.864, 'pos': 0.136, 'compound': 0.296}
Compound Score: 0.296
Tweet 2: Join me in Fayetteville, North Carolina tomorrow evening at 6pm. Tickets now available at: https://t.co/Z80d4MYIg8
Sentiment Score: 0.296

Scores: {'neg': 0.0, 'neu': 0.811, 'pos': 0.189, 'compound': 0.1027}
Compound Score: 0.1027
Tweet 3: #ICYMI: "Will Media Apologize to Trump?" https://t.co/ia7rKBmioA
Sentiment Score: 0.1027

Scores: {'neg': 0.29, 'neu': 0.71, 'pos': 0.0, 'compound': -0.8004}
Compound Score: -0.8004
Tweet 4: Michael Morell, the lightweight former Acting Director of C.I.A., and a man who has made serious bad calls, is a total Clinton flunky!
Sentiment Score: -0.8004

Scores: {'neg': 0.323, 'neu': 0.677, 'pos': 0.0, 'compound': -0.861}
Compound Score: -0.861
Tweet 5: The media is going crazy. They totally distort so many things on purpose. Crimea, nuclear, "the baby" and so much more. Very dishonest!
Sentiment Score: -0.861