DataSynthesizer can generate a synthetic dataset from a sensitive one for release to public. It is developed in Python 3.6 and requires some third-party modules, including numpy, scipy, pandas, and dateutil.

Its usage is presented in the following Jupyter Notebooks,

• DataSynthesizer Usage (random mode).ipynb
• DataSynthesizer Usage (independent attribute mode).ipynb
• DataSynthesizer Usage (correlated attribute mode).ipynb