Text Feature Extraction#

Feature-engine’s text module includes transformers to extract numerical features from text/string variables.

Text feature extraction is useful for machine learning problems where you have text data but want to derive numerical statistics without, or in addition to, creating sparse bag-of-words or TF-IDF representations.

Transformers