This project is for education purpose only. This project and available API's is for personal use only. The data collected using yfinance is under Yahoo!'s terms and conditions.
website: https://stock-predictor-react.netlify.app/
API: Endpoint Documentation
Website is hosted on netlify and the backend is hosted on AWS using an EC2 Ubuntu instance.
Personal project that enables users to get stock prediction data for the next 30 days. The project is based on Meta's Prophet project. The project uses upto 5 year's worth of opening price data for a stock and predicts the opening price for the next 30 days. The website displays the price graph of last 6 month and the prediction. Users can graph multiple graphs and thier predictions.
User can enter stock ticker in the autocomplete input box. The autocomplete will suggest options based on input. Due to the limitations mentioned below, the users will still be able to enter manual inputs and will not be restricted to the available dropdown options.
The graph will show the price for the last 6 months and the 30 day predicted price. Users will be able to search and graph multiple stocks on one graph and compare trends and prices.
- Clone the repository
- The master branch is the most stable branch at any given time, ensure you're working from it.
- Run
npm installto install all dependencies - Run
npm run devto start local server.
- Reactjs
- Redux
- Material UI
- Vite
The autocomplete only suggests stocks listed on NASDAQ Global Select and New York Stock Exchange, due to the limitation on Redux store memory. The full list of options cannot be used currently. The autocomplete will allow the user to enter stock tickers such as AAPL or MSFT manually.