Tokenization is a crucial step in natural language processing (NLP), acting as the initial point for preparing text data. Essentially, it involves dividing a larger block of information – like a sentence – into smaller units called “tokens". These tokens can be copyright, punctuation marks, or even sub-lexical segments. This transformation al