Course on financial income statement analysis

AI & Machine learning
1

Hello is it possible to create a cheap little course on pulling finace data from yahoo finance such as PE ratio , Return on investment etc, key numbers from there yearly income statment.  Ideally it would be good to pull multiple companies into a dataframe and then create filters based on certain thresholds  



Something along these lines… 



Regards 

2

Hi Stephen,



You can check the below blogs for pulling data.



1. https://blog.quantinsti.com/quantitative-value-investing-strategy-python/

2. https://blog.quantinsti.com/stock-market-data-analysis-python/

3. https://blog.quantinsti.com/fundamental-sentiment-analysis-data/



Thanks



  ​​​​​​​

3

thank you ill check this out , is there a way to pull in the whole SP500 or dow for example or do you need to type in all individual ticker names you think?

4

You can use read_html on the wiki page to get all tickers that make up SP500. A sample code is shown below.





import yfinance as yf

import pandas as pd

tickers = pd.read_html(

    'https://en.wikipedia.org/wiki/List_of_S%26P_500_companies')[0]

data = yf.download(tickers.Symbol.to_list()[:3],'2021-1-1','2021-4-28', auto_adjust=True)['Close']

data.head()



Thanks

5

Hi Stephen, We just launched a course on market data. We have covered stock fundamental data in it. The link to the course is below.



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