Cleaning & Preprocessing Text Data by Building NLP Pipeline

A Complete walkthrough to deal with textual data in python

Kajal Yadav
Towards Data Science
8 min readAug 1, 2021

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Photo by Alina Grubnyak on Unsplash

For a while, I was dealing with textual data and I realize in today’s world, It is necessary to know how natural language processing works and what are the main steps to involve in order to get insights out of textual data.
As we all know, there are a lot of…

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