RandomTitleFemale

The RandomTitleFemale transformer is designed to populate specified database columns with random female titles. This tool is crucial for applications that require the simulation of user profiles, testing gender-specific features, or anonymizing user data in datasets.

Parameters

Name	Description	Default	Required	Supported DB types
column	The name of the column to be affected		Yes	text, varchar
keep_null	Indicates whether NULL values should be preserved	false	No	-

Description

The RandomTitleFemale transformer utilizes a predefined list of female titles (e. g., Mrs., Dr., Prof.) to inject random female titles into the designated database column. This feature allows for the creation of diverse and realistic user profiles by simulating a variety of female titles without using real user data.

Example: Populate random female titles for the user_profiles table

This example demonstrates configuring the RandomTitleFemale transformer to populate the title column in the user_profiles table with random female titles. It is an effective method for simulating a variety of user profiles with female titles.

RandomTitleFemale transformer example

- schema: "public"
  name: "user_profiles"
  transformers:
    - name: "RandomTitleFemale"
      params:
        column: "title"
        keep_null: false

In this configuration, the title column will be updated with random female titles for each user profile entry, replacing any existing non-NULL values. If the keep_null parameter is set to true, existing NULL values in the column will be preserved, ensuring the integrity of records where title information is not applicable or provided.