Created
May 25, 2020 03:19
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perform sentiment analysis
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| # Sentiment Analysis | |
| analyzer = SentimentIntensityAnalyzer() | |
| columns = ['Ticker', 'Date', 'Time', 'Headline'] | |
| news = pd.DataFrame(parsed_news, columns=columns) | |
| scores = news['Headline'].apply(analyzer.polarity_scores).tolist() | |
| df_scores = pd.DataFrame(scores) | |
| news = news.join(df_scores, rsuffix='_right') |
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