FINVISION :
- Use Requests, Selenium Web Driver, Beautiful Soup, and Scrapy to web scrape data of Nifty50 Stocks
Containing PE, EPS, 52 Week High/Low, Lower and Upper Circuit, LTP, and Market Cap
, Volume, % Change, and convert to DataFrame. Link- https://www.nseindia.com/ https://www.screener.in/company/ These are sites from which you can scrape the data of stocks.
Also, Add 6-month, 1-year, and 5-year returns in DataFrame .{Hint*- Use Yahoo Finance Library for loading OHLCV data of Nifty50 Stocks and find returns using Close or AdjClose Price.}
- Use the T score, Z score, and confidence interval and plot Probability Distributions(Any) of the Daily volume, Daily Close Price, and Daily Returns of Any Stock. The same applies to data: Use Yahoo Finance Library!
Bonus- Find any two stocks using 2023-2024 data, which are stationary or non-stationary (Read about KPSS and ADF Test Time Series Analysis )!