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The Natural Language Processing Workshop
book

The Natural Language Processing Workshop

by Rohan Chopra, Aniruddha M. Godbole, Nipun Sadvilkar, Muzaffar Bashir Shah, Sohom Ghosh, Dwight Gunning, Ankit Bhatia, Nagendra Nagaraj, John Bura, Sumit Kumar Raj, Tom Taulli, Ankit Verma
August 2020
Beginner to intermediate content levelBeginner to intermediate
452 pages
7h 42m
English
Packt Publishing
Content preview from The Natural Language Processing Workshop

8. Sentiment Analysis

Overview

This chapter introduces you to one of the most exciting applications of natural language processing—that is, sentiment analysis. You will explore the various tools used to perform sentiment analysis, such as popular NLP libraries and deep learning frameworks. You will then perform sentiment analysis on given text data using the powerful textblob library. You will load textual data and perform preprocessing on it to fine-tune the results of your sentiment analysis program. By the end of the chapter, you will be able to train a sentiment analysis model.

Introduction

In the previous chapter, we looked at text generation, paraphrasing, and summarization, all of which can be immensely useful in helping us focus ...

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Publisher Resources

ISBN: 9781800208421Supplemental Content