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beginning with AFINN
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| from afinn import Afinn | |
| afinn = Afinn() | |
| def afinn_context(book_bigrams): | |
| book_bigrams['score'] = book_bigrams['word2'].apply(afinn.score) | |
| book_bigrams['score'] = book_bigrams.apply( | |
| lambda x: x['score'] * -1 if x['word1'] in negations else x['score'], | |
| axis = 1) | |
| return book_bigrams | |
| notes_afinn = afinn_context(notes_bigrams) | |
| crime_afinn = afinn_context(crime_bigrams) | |
| idiot_afinn = afinn_context(idiot_bigrams) | |
| possessed_afinn = afinn_context(possessed_bigrams) | |
| brothers_afinn = afinn_context(brothers_bigrams) |
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