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Daily Stock Price Movement Prediction based on Off-market Twitter Data on Daily Basis (Tweepy, Snscrape, NLP, Vader Sentiment Analysis, ML models / Top Tech Companies)

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doguma/TweetsAndDailyStocks

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Predict stock movement with Twitter data

Prediction based on correlation between off-market twitter data and stock price movement in a daily basis

  • Collection of stock data and feature selection - 1

  • Retrieval of tweets through Snscape, Tweepy, and Text processing through various NLP and Vader methods (sentiment analysis) - 2

  • Combining the two datasets, feature scaling and selection for ML predictions and evaluation - 3

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Daily Stock Price Movement Prediction based on Off-market Twitter Data on Daily Basis (Tweepy, Snscrape, NLP, Vader Sentiment Analysis, ML models / Top Tech Companies)

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