Tokenization is a vital step in natural language processing (NLP), acting as the initial point for preparing text data. Essentially, it involves breaking down a larger block of information – like a paragraph – into smaller units called “tokens". These tokens can be copyright, special characters, or even sub-lexical segments. This conversion a