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hello welcome to infowars tech this is a channel where we explore new trends and technology and we cover a number of areas like machine learning artificial intelligence big data python programming and today were going to look at clean text which is a python library and as per the definition its an open source python package to clean raw text data files and the project is available here let me just put it here this is really useful tool to help us clean up some files then then that can be if you consider that as a pipeline they can be then input to lets say an nlp system which doesnt need a file with those extra spaces or numbers or punctuation marks and so on so i just put up the definition there you can check up check out the the website there so lets go to the next one so if you dont have it already uh you should clean text like i said its a python library and you can then actually run it but since i have already installed it im going to skip that but i do need to im