Web Reference: Jan 27, 2026 · Text processing is a key component of Natural Language Processing (NLP). It helps us clean and convert raw text data into a format suitable for analysis and machine learning. Below are some common text preprocessing techniques in Python. 1. Convert Text to Lowercase. A useful library for processing text in Python is the Natural Language Toolkit (NLTK). This chapter will go into 6 of the most commonly used pre-processing steps and provide code examples... In this blog, we'll explore various text preprocessing techniques using Python, primarily focusing on libraries like NLTK and spaCy. What is Text Preprocessing? Text preprocessing is the initial step in preparing raw text data for analysis or machine learning.
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