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dear students welcome to another data science with python tutorial in this particular tutorial we are going to learn web scraping in action in the following demonstration i am going to show you how to scrape a web page and save your results to an external file so lets get started this jupiter lab file is already loaded with the standard libraries for beautiful soup so you have got beautiful soup and you have also got url lib and re is already imported you can find the link to the particular file in the description section the link will redirect you to a website where you can find this jupyter clip notebook so what we are going to do is we are going to scrape a page from analytics.usa.gov we are going to create an r variable and then we are going to say r is equal to url lib dot request dot url open and we are going to pass in our url into our url open function here so we are just going to create a string that reads https analytics.usa.jov and what we want to do is go ahead and read d