Text Classification Step by Step

Natural Language Processing (NLP) is a subfield of computer science, artificial intelligence, information engineering, and human-computer interaction. This field focuses on how to program computers to process and analyze large amounts of natural language data. It is difficult to perform as the process of reading and understanding languages is far more complex than it seems at first glance. You are predicting whether a given tweet is about a real disaster or not. If not, predict a 0. Before we begin with anything else, let's check the class distribution.