© Akshay Kulkarni and Adarsha Shivananda 2019
Akshay Kulkarni and Adarsha ShivanandaNatural Language Processing Recipeshttps://doi.org/10.1007/978-1-4842-4267-4_2

2. Exploring and Processing Text Data

Akshay Kulkarni1  and Adarsha Shivananda1
Bangalore, Karnataka, India

In this chapter, we are going to cover various methods and techniques to preprocess the text data along with exploratory data analysis.

We are going to discuss the following recipes under text preprocessing and exploratory data analysis.
  • Recipe 1. Lowercasing

  • Recipe 2. Punctuation removal

  • Recipe 3. Stop words removal

  • Recipe 4. Text standardization

  • Recipe 5. Spelling correction

  • Recipe 6. Tokenization

  • Recipe 7. Stemming

  • Recipe 8. Lemmatization

  • Recipe 9. Exploratory data analysis

  • Recipe 10. ...

Get Natural Language Processing Recipes: Unlocking Text Data with Machine Learning and Deep Learning using Python now with O’Reilly online learning.

O’Reilly members experience live online training, plus books, videos, and digital content from 200+ publishers.