Nodes in Synthetic Data Generator
In Synthetic Data Generator, you set up flows by adding nodes to the canvas and connecting them. You can add different nodes to the flow to customize how data is processed and synthetic data is generated.
Working with nodes
Drag-and-drop or double-click a node in the list to add it to the canvas. You can then connect it to other nodes to create a flow.
Double-click any node in your flow to set its properties.
Available nodes
You can use the following nodes in Synthetic Data Generator.
| Node | Use |
|---|---|
| Import | Import source data from a table in a database or a file. |
| Anonymize | Mask sensitive data by replacing it with artificial yet realistic dataset. |
| Mimic | Generate synthetic data that closely resembles the statistical properties and distribution of the original dataset. |
| Generate | Creates the synthetic data based on the statistical properties and relationships learned from the input data. |
| Evaluate | Compare the synthetic data to the seed data to assess its quality. |
| Export | Save the synthetic data that you generated to a database or file. |
| Multi-import | Import source data from multiple tables in several databases. |
| Multi-mimic | Generate synthetic data from several tables that closely resembles the distribution of the original dataset and maintains relationships between different tables within the dataset. |
| Multi-gen | Creates the synthetic data based on the statistical properties and relationships learned from the input data from all data sources. |
| Multi-export | Save the synthetic data that you generated to several databases. |