Kenneth Hamilton

Blogposts written by Kenneth

A Comparison of Synthetic Data Vault and MOSTLY AI, Part 3.2: Foreign Key Experiment, Revisited

December 3, 2025

Kenneth Hamilton

If you’d like to recreate this experiment yourself, follow along in the companion notebook. Introduction This blog is a revisiting of the third in a three-part series of comparisons assessing the synthetic data generation functionalities and features of two leading synthetic data libraries: Synthetic Data Vault (SDV) and the Synthetic Data SDK by MOSTLY AI. […]

A Comparison of Synthetic Data Vault and MOSTLY AI, Part 2: Sequential Scenario

Kenneth Hamilton

If you’d like to recreate this experiment yourself, follow along in the companion notebook. Introduction This blog is the second in a three-part series of comparisons assessing the synthetic data generation functionalities and features of two leading synthetic data libraries: Synthetic Data Vault (SDV) and the Synthetic Data SDK by MOSTLY AI. This experiment expands […]

A Comparison of Synthetic Data Vault and MOSTLY AI, Part 1: Single-Table Scenario

Kenneth Hamilton

If you’d like to recreate this experiment yourself, follow along in the companion notebook. Introduction This blog is the first in a three-part series of experiments comparing the synthetic data generation functionalities and features of two leading synthetic data generation platforms: Synthetic Data Vault (SDV) and MOSTLY AI. These experiments expand on an earlier comparison […]