Creating synthetic data from a custom data schema
Using the Synthetic Data Generator graphical editor flow tool, you can generate a structured synthetic data set based on meta data, automatically or with user-specified statistical distributions. You can define the data within each table column, their distributions, and any correlations. You can then export and review your synthetic data.
Before you can use generate to create synthetic data, you need to create a task.
1. The Generate synthetic tabular data flow window opens. Select use case Create from custom data schema. Click Next.
2. Select Generate options. You can use the Synthetic Data Generator graphical editor flow tool to specify the number of rows and add columns. You can define properties and specify fields, storage types, statistical distributions, and distribution parameters. Click Next.
3. Select Export data to select the export file name and type. For more information, see Exporting data. Click Next.
4. Select Review to check your selection and make any updates before generating your synthetic data. Click Save and run.