Gensim

Gensim is an open-source library designed for analyzing large collections of text data. It helps identify patterns and relationships within text, such as discovering topics in documents or finding how similar different texts are. By converting words and documents into mathematical representations, Gensim enables machines to understand and work with language efficiently. It's widely used in tasks like topic modeling, document similarity detection, and natural language processing, making it a powerful tool for researchers and developers working with big text data while being easy to use and scalable.