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i will show an easy way to download pricing data for all the constituents of the s p 500 market index at the same time using yahoo finance the first thing to do is to import the appropriate libraries and then check for a source look for a source that contains all of the tickers that are included in the s p 500 so for the sake of this example were going to be using the wikipedia website and we can see that the in a wikipedia we can find the table with the components of the s p 500 this is the one what we need the column that we are looking for is the column symbol because it contains all of the tickers again in that market index but notice that we if we keep scrolling down there is another table that has something that we are not interested in it is the selected changes to the list of s p 500 components so we go back to the jupyter notebook to take care of this issue so the first thing that we do is that we save that url into a new variable that is called s p 500 url in order to fit i