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sentiment-analysis

Sentiment analysis for stock movement prediction. Final project for the course Practical Natural Language Processing at NYU.

PS: This is my last project as grad student at NYU. Senti hitting hard :'

Usage

Run sentiment_analysis_bert.ipynb to train and test the bert model for sentiment classification

Run sentiment.ipynb to scrap relevant tweets for stock prediction

Run stockprice.py to obtain the opening and closing price of stocks from yahoo API

Run sentiment_dashboard.py in dash folder to see the dashboard.

Dashboard

alt text

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Sentiment analysis for stock movement prediction

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