No. 9 of 26 ·AI Synthetic Data Generators

DataSynthesizer

Web · Self-hosted

Freedom report

Two barsScore 6.3

DataSynthesizer is ranked #9 of 26 in AI synthetic data generators on Freedom251. It runs on Self-hosted, Web. There is a free plan.

DataSynthesizer plans and pricing

DataSynthesizer Free MIT-licensed software · install with pip · input must be a first-normal-form table github.com · 4 Oct 2026

Purpose: DataSynthesizer generates synthetic data that simulates a given dataset.
Privacy: The project says it applies differential privacy techniques to provide a strong privacy guarantee.
Modes: The repository includes demos for random, independent-attribute, and correlated-attribute modes.
Installation: The README gives `pip install DataSynthesizer` as the installation command.
Input requirement: The documented input assumption is that the dataset is a table in first normal form.
Local web UI: A Django project includes a web UI that can be run locally and opened in a browser at `/synthesizer`.
Notebook use: The README directs users to run example notebooks with Jupyter Notebook.
License: The repository identifies its license as MIT.
Intended users: The project says it aims to facilitate collaboration between data scientists and owners of sensitive data.
Integration: The published usage instructions identify Python pip, Jupyter Notebook, and the companion Django web UI.
Support: The repository exposes GitHub Issues for project questions and reports.
Maker identity: The GitHub organization describes Data, Responsibly as a responsible data management platform and tools project and links to dataresponsibly.org.
Price from: Free

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