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all right now we are going to see how we can count the URLs and then remove it from the cuter data for example lets say I have X is equal to I like this one hi okay Im going to say that here a tanks thanks to watch thanks to watching it for more visit youtube.com kgp talkie this is for my youtube channel alright so this is the X data and now we have here this link all right so thats the website address at URL address now Im going to show you how you can get this website our URL from a Twitter data and then how you can count it how many URLs are present in the Twitter data all right so similarly we are going to use here regular expression with our e dot find all there after Im gonna put here a roy stream are alright and then inside this one im going to get it for HTTP alright and otherwise Im gonna get it for HTTP and otherwise Im also going to get it for the FTP alright thats the File Transfer Protocol and then Im also going to get SSH why Im going to get it for the SSH th