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.
Preprocessing
Sample Realistic Data
Last modified 11d ago