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hello all welcome to unfold data science this is someone here and I am a data scientist in this video we will see how to implement the natural language processing or to be more specific new text cleaning in Python so I am going to explain you the stepwise process of doing all the cleaning techniques that I discussed in my last video through Python examples here so lets start now in this first block what I am doing is I am just suppressing the warnings so sometimes there are a lot of warnings coming due to package update and other things so I am just kind of hiding that so Im saying warning dot filter warning ignoring warning okay now what I am doing here is I am creating some bunch of sentences so if you see here I am just creating a Python list here okay and then I am saying three parts of that list one is I am writing some basic English sentences that is one sentence the other sentences I am just writing it for the demo purpose to make audience understand the basics so this is ano