Shypd.aiThe largest open index of AI toolsStock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis is an open-source finance tool that forecasts stock prices using machine learning and sentiment analysis. It predicts stock prices for NASDAQ and NSE stocks for the next seven days.
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Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis is a web application designed to forecast stock prices using a combination of machine learning algorithms and sentiment analysis of tweets. The front end is built with Flask and WordPress, providing a user-friendly interface for interacting with the predictions. It leverages ARIMA, LSTM, and Linear Regression algorithms to predict stock prices for the upcoming seven days for any given stock listed under NASDAQ or NSE. Beyond just price prediction, the application integrates sentiment analysis from tweets to offer recommendations on whether a stock's price is likely to rise or fall, providing a more holistic view for potential investors. Users can also check real-time stock prices, read recent news, use a currency converter, and manage their profiles.
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