Tokenization is a vital process in natural language processing (NLP), acting as the first phase for preparing text data. Essentially, it involves splitting up a larger block of information – like a paragraph – into smaller units called “tokens". These tokens can be terms, special characters, or even sub-morphological segments. This change all