Sample Realistic Data

Create realistic synthetic data data that follows the same format and mathematical properties as the real data.

sample

Use this function to create synthetic data that mimics the real data

synthetic_data = synthesizer.sample(
    num_sequences=100,
    sequence_length=None
)

Parameters

• (required) num_sequences: An integer >0 describing the number of sequences to sample

• sequence_length: An integer >0 describing the length of each sequence. If you provide None, the synthesizer will determine the lengths algorithmically, and the length may be different for each sequence. Defaults to None.

Returns A pandas DataFrame object with synthetic data. The synthetic data mimics the real data.