Shypd.aiThe largest open index of AI toolsstocksight is an open-source stock market analysis tool that uses Elasticsearch, Twitter, and news headlines for sentiment analysis. It helps analyze emotions in text to predict stock price movements.
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stocksight is an open-source stock market analysis and prediction software that leverages Elasticsearch to store and process data from Twitter and news headlines. It performs natural language processing and sentiment analysis on this data to determine how public sentiment might affect stock prices. The tool can be used to analyze emotions related to specific stocks or broader topics. It requires Python 3.x, Elasticsearch 5.x, and Kibana 5.x, and can be installed locally or via Docker. Users can configure keywords for Twitter mining, follow links in tweets and news headlines for deeper sentiment analysis, and integrate stock price data. stocksight provides a comprehensive framework for data scientists and financial analysts to explore the relationship between public sentiment and market trends.
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