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hi in this video im going to show you how to manipulate text in python as string and list objects using various methods in the previous video we read some text from a file and assigned the result under the variable text which now contains a python string object this means that we can use all the methods available for manipulating string objects to work with this text to get started were going to use the replace method to replace all the sequences that stand for line changes in the text with empty strings so were essentially removing all the line changes we then store the result under the variable processed underscore text we then print out the first 1000 characters under the variable processed text as you can see the text no longer contains any line changes but we can still find the beginning of each paragraph because theyre marked by three spaces we can also see that the beginning of the text contains some metadata on this newspaper article if we were only interested in the body