ID

ID describes columns with generic text that does not have any semantic or mathematical meaning. Generally, you'll use type 'id' to describe a column of structured text, for example a primary key that is used to identify rows.

For example, the primary key column user_id is an id column that can be used to identify each row. It has a specific format: 'ID_' followed by a 3-digit code.

ID columns are not automatically detected. Please verify your data and manually set any ID columns.

Note: RDT does not currently provide support for natural language text. Older versions of RDT before 1.13.0 included an sdtype called 'text'. In the newer versions, please use 'id' instead.

Browse Text Transformers

AnonymizedFaker

Generate text belonging to specific contexts or rulesets.

IDGenerator

Generate a countable ID index with prefixes and suffixes.

RegexGenerator

Generate structured text using a regular expression format.