Скачать или смотреть Web Scraping Football Matches From The EPL With Python [part 1 of 2]

In this video, we'll learn how to scrape football match data from the English Premier League.

We'll download all of the matches for several seasons using Python and the requests library. We'll then parse and clean the data using BeautifulSoup and pandas. By the end, we'll have a single pandas DataFrame with all of the EPL matches for multiple seasons.

In the next part of this series, we'll use the data we scraped to predict which side will win each match.

You can find the code we write here - https://github.com/dataquestio/projec... .

Chapters

00:00 Introduction
01:21 Scraping our first page with requests
05:07 Parsing html links with BeautifulSoup
10:40 Extract match stats using pandas and requests
14:21 Get match shooting stats with requests and pandas
18:09 Cleaning and merging scraped data with pandas
22:07 Scraping data for multiple season and teams with a loop
35:42 Final match results DataFrame and next steps

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