Synthetic Data Augmentation with Copulas
Hi all! :wave:
I created a KNIME workflow that uses the Synthetic Data (Copulas) component to perform data augmentation on tabular datasets.
It starts with the Iris dataset , generates 500 synthetic rows using a Gaussian copula, and compares the real and synthetic data using Statistics , Linear Correlation , and a 3D scatter plot for visual inspection.
Great for testing, privacy, or boosting small datasets.
Check it out!