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Working to create a website to display stocks' due diligence accuracy of posts on the biggest financial subreddit r/WallStreetBets.

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jpan8866/Stocks_DDAnalyzer

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r/WallStreetBets Stocks DD Forecasting

Goal of Project

  • Most people are busy and trade/invest stocks as a hobby aside from their main occupation. As a software developer and student, I don't have much time to spend on stock research and thus need a quick filter on important information. The goal of this project is to quickly provide the DD done by the great people on r/WSB for which the stocks have rallied in a given timeframe.
  • Technical goals: learn/practice Python, Django, ReactJS, statistical methods.

Files

  • The script which extracts info from r/wsb is in the "WSBAnalyzer.ipynb" jupyter notebook.
  • The other files are from Django and includes practice sites such as a to-do list which I used to learn Django.

Plans

  • Write script to scrape r/wsb, validate/filter information and display relevant data. [Completed but needs improvement]
  • Implement website backend with Django. [Currently doing]
  • Implement website frontend with ReactJS and display graphs beautifully. [Not done yet]
  • Implement statistical methods such as linear regression for forecasting. [Not done yet]

Technical tools used

  • Python (pandas + matplotlib + jupyternotebook + VSCODE)
  • Django
  • Reddit API & IEXFinance API
  • ReactJS

Script preview:

stocks1 stock2

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Working to create a website to display stocks' due diligence accuracy of posts on the biggest financial subreddit r/WallStreetBets.

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