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This dataset (FinancialPhraseBank) contains the sentiments for financial news headlines from the perspective of a retail investor.The dataset contains two columns, Sentiment and News Headline.
This dataset (FinancialPhraseBank) contains the sentiments for financial news headlines from the perspective of a retail investor.The dataset contains two columns, "Sentiment" and "News Headline". The sentiment can be negative or positive. Perform sentiment analysis on the data. Please perform the following steps:
- Language Detection
- Named Entity Recognition
- Extract top key phrases
- Extract Uni-Gram features (retain only 500 columns) by performing pre-processing
- Split the data into train and test (70:30)
- Build classification models (at least 2 different model)
- Interpret model results
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