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Convert data json to Pandas

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Aug 18th, 2019
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  1. from vaderSentiment.vaderSentiment import SentimentIntensityAnalyzer
  2. from googletrans import Translator
  3.  
  4. import pandas as pd
  5. import json
  6.  
  7. analyser = SentimentIntensityAnalyzer()
  8. translator = Translator()
  9.  
  10. # function to analyze given sentence
  11. def sentiment_analyzer_scores(text, engl=True):
  12.     if engl:
  13.         trans = text
  14.     else:
  15.         trans = translator.translate(text).text
  16.  
  17.     score = analyser.polarity_scores(trans)
  18.     lb = score['compound']
  19.     if lb >= 0.05:
  20.         return 1
  21.     elif (lb > -0.05) and (lb < 0.05):
  22.         return 0
  23.     else:
  24.         return -1
  25.  
  26. tweets = pd.read_json('lgbtq.json', lines=True)
  27.  
  28. print(tweets)
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