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πŸ“ˆ Webapp that scrapes subreddits for stock related data and generates an organized report based on the top stocks and current analysis

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RonanAlmeida/reddit-stock-app

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Reddit Stock App

A tool created to aid retail investors by analyzing various stock based subreddits, generating top stock picks, and using NLP sentiment analysis to classify whether posts in the subreddit are bullish or bearish.

Requirements

This application is built using Flask as the Backend and React.js for the frontend. For this web app to work, both the frontend and backend need to run servers simultaneously.

  • Frontend Server

    • npm start
  • Backend Flask API

    1. In the Flask Directory: pipenv shell
    2. Once the virtual enviroment has been initalized: set FLASK_APP=api
    3. set FLASK_DEBUG=1
    4. Finally run the server -> flask run

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πŸ“ˆ Webapp that scrapes subreddits for stock related data and generates an organized report based on the top stocks and current analysis

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