/USStockMarketOverview

US Stock Market data and insights. Understand how different sectors and industries of economy behave in stock market.

Primary LanguageJupyter Notebook

USStockMarketOverview

Binder

US Stock Market data and insights.

Understand how different sectors and industries of economy behave in stock market.

Technologies

Python 3.8

Required libraries

  • numpy
  • pandas
  • scipy
  • matplotlib
  • seaborn
  • IPython
  • ipywidgets
  • bs4 (BeautifulSoup)
  • built-in libs:
    • requests
    • datetime
    • logging

How to use

  • finviz
    • You can scrape the data using this script.
    • Find the scraped data in current directory with the current time as your file name.
  • marketOverview
    • See the stock market overview to get better insights about it.
    • This notebook relies on Feb/10/2021 data.
    • To see today's overview, you should scrape the data first using finviz script then replace the new filename with the old one in the notebook. (Change cell 2)
      • You're going to see almost the same result if use another data than Feb/10. (Except the top movers of course.)

Acknowledgments

  • These scripts and notebooks were built using finviz data.
  • Thanks to Mike who helped me with this project.