Sampling

After you are finished with modeling, your can use your synthesizer to generate and save synthetic data.

synthetic_data = synthesizer.sample(num_rows=1_000_000)

# save the data as a CSV
synthetic_data.to_csv('synthetic_data.csv', index=False)

What are your sampling needs?

Single table synthesizers can support multiple sampling needs.

Sample Realistic Data

Create large amounts of synthetic data that follow the same format and mathematical properties as the real data.

Sample Conditional Data

Request specific, fixed values to appear in your data. Use this for simulating scenarios, de-biasing your data and more.