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hello welcome my name is vic and today were going to be working on a very exciting web scraping project were going to be scraping match results from the english premier league and in the next video well actually use those results to predict the winners of each football match today what well do is well download the data using a library called requests in python then well parse it using beautiful soup which will let us extract what we need and then well load everything into a pandas data frame so we can do data cleaning and get it ready for machine learning [Music] and by the end well have a pandas data frame that has 1389 matches from the english premier league from 2022 back through the 2020 season so every row in this data frame is going to be a match and well have the score the result and some scoring stats as well so the number of shots the number of shots on target etc and what this will let us do in the next video is actually predict whos going to win each match but in