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Merging machine learning models (Regression) with Sentiment Analysis in order to forecast stock price and support buy-sell operations.

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fduque/TradingAgent_RegressionModels_SentimentAnalysis

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TradingAgent_RegressionModels_SentimentAnalysis

Merging machine learning models (Regression) with Sentiment Analysis in order to forecast stock price and support buy-sell operations.

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To be done:

  • Filtering and removing tweets with high subjectivity
  • Check if there is correlation between price and polarity variation
  • Load more data from tweets (minimum 6 months) in order to understand better and observe patterns
  • Implement artificial triggers to Buy and Sell stock in order to assess how good would be this model running as Trading Agent

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Merging machine learning models (Regression) with Sentiment Analysis in order to forecast stock price and support buy-sell operations.

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