Tokenization is a essential method in natural language processing (NLP), acting as the initial phase for preparing text data. Essentially, it involves splitting up a larger block of information – like a sentence – into smaller units called “pieces". These tokens can be copyright, special characters, or even sub-lexical segments. This change a