--- title: "dirty-word" slug: "dirty-word-parser" updated: 2022-07-27T23:52:44Z published: 2022-07-27T23:52:44Z canonical: "code.tag.bio/dirty-word-parser" --- > ## Documentation Index > Fetch the complete documentation index at: https://code.tag.bio/llms.txt > Use this file to discover all available pages before exploring further. # dirty-word The `dirty-word` **parser** will load data from a column in a source data table and map values to other values before producing categorical **variables** within a **collection**. The `disty-word` **parser** will tokenize text from a column into words, removing all non alphabetical characters. The tokenized words will beome the categorical **variables** within the **collection**. ``` { "parser_type": "dirty-word", "table_alias": "tata", "column": "cccc", "minimum": ####, "collection": "collection_name" } ``` ## minimum **usage: *optional*** The `minimum` attribute defines the minimum length of word that will be included - the default is 3 characters.