| # Sentiment analysis using Textblob | |
| def sentiment(tweet): | |
| analysis = TextBlob(tweet) | |
| if analysis.sentiment.polarity > 0: | |
| return 1 | |
| elif analysis.sentiment.polarity == 0: | |
| return 0 | |
| else: | |
| return -1 | |
| df_tweet['Sentiment'] = df_tweet['Clean_Tweet'].apply(sentiment) | |
| df_tweet.head(20) |
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