the data derived from yahoo finance importing it from yfinance library

1. Fundamental analysis using python
2. ratios are coming from yahoo finance
3. plotting the whole history of the stock in order to know their highest peak and lowest trough
4. when a stock splits happened and if the company issue dividends
5. forecasting using arima

1. plotting the whole history since (1980 and until the latest day of the stock)
2. the whole dividend history and splits
3. ratios that have been included (Beta, price to book, price to earnings, book value per share, Earning per share (EPS) and profit margin)
4. the latest financial
5. forcast for 10 days using arima function in R
6. GUI added for a particular stock forecast in R
7. improve the execution time (06/01/2021 = execution time is 4min and 12 sec); it has been improved on (06/02/2021 = excution time is 40 sec)
8. correlation between the stocks
9. scraping the ratios and plotting them in scraping file
10. simple gui for fundemental analysis
11. recommendation to buy the stock or not according to the top investment banks

1. python file does the fundemental analysis and gets ratio analysis for a particular stock
2. R file is an app for forecasting

there will be a monthly-basis update for the code to ensure everything is running properly