Texthero provides utilities for cleaning, preprocessing, and representing text data for NLP and ML workflows. It offers functions for tokenization, stemming, named entity recognition, and text vectorization including word embeddings. The library integrates with Pandas for easy manipulation of text columns and includes visualization tools for exploring text datasets.