Mahesh Bhandari

Stock Insights using Prophet and ARIMA

Stock Insights is a web-based application designed to provide users with valuable insights into stock prices, utilizing two powerful algorithms - Prophet and ARIMA. The project aims to provide stock investors and traders with an easy-to-use tool to visualize stock trends and predict future prices. Streamlit is used as the primary tool for developing the web application, which provides an intuitive and user-friendly interface. Users can select stocks and timeframes to analyze, and the algorithms generate predictions based on historical data. The predictions are displayed in an easy-to- read format, enabling users to make informed investment decisions. The Prophet algorithm is used to analyze seasonality and trends in stock prices, while ARIMA is utilized to predict future values based on historical patterns. Both algorithms work together to provide more accurate predictions and a better understanding of the stock market. Overall, Stock Insights is an essential tool for investors and t