Configure you First Project

The Synthetic Data creation interface allows users to initialize new datasets by defining foundational metadata and generation parameters.

Create Synthetic Data Project

The project setup is configured with a generation mode of From Existing File and a synthetic dataset type of Handle Imbalance

Figure 1. Synthetic Data Project Creation Interface

This section handles the identity of the project.

NAME	Enter a unique identifier name for the synthetic data project. This field is required for project tracking.
DESCRIPTION	Provide a brief summary of the project’s purpose.

NAME

Enter a unique identifier name for the synthetic data project. This field is required for project tracking.

DESCRIPTION

Provide a brief summary of the project’s purpose.

Define the configuration for the synthetic dataset project.

GENERATION MODE	Specify whether the dataset will be built from scratch or from an existing dataset.
SYNTHETIC DATASET TYPE	Define the specific content and structural schema the synthetic dataset will include.

GENERATION MODE

Specify whether the dataset will be built from scratch or from an existing dataset.

SYNTHETIC DATASET TYPE

Define the specific content and structural schema the synthetic dataset will include.

[Create]: Saves the configuration and initializes the synthetic data project workspace.
[Cancel]: Discards all current entries and returns the user to the main project gallery.

Ensure your Project Name is descriptive, as this will be the primary identifier used when referencing this dataset.

The configuration process is divided into five modules, accessible via the left-hand navigation menu or the central collapsible panes.

Figure 2. Synthetic Data Configuration Workspace

Provides a comprehensive overview of the configuration requirements and specific goals for the current project.

Figure 3. Synthetic Data Configuration Workspace

The Original dataset that will be used for synthetic data generation

Figure 4. Original Dataset Workspace

Metadata is automatically extracted upon selection. Users should validate this information to ensure accuracy before proceeding.

Figure 5. Columns and Metadata Workspace

For Timeseries case, ensure that the Sequence Key and Primary Key (if needed) are correctly assigned as type ID.

Configuration of the synthetic data generation model parameters

Figure 6. Generation Model Workspace

Define the final metadata for the output dataset.

Figure 7. Synthetic Dataset Information Workspace

Consider that the final step Synthetic Dataset Information can’t been changed after the first Run.

The following primary actions are available throughout the configuration process:

[Cancel]: Discards all unsaved changes and exits the configuration workspace.
[Save]: Commits your current progress without triggering the generation process.
[Run and Store Result]: Finalizes the configuration and initiates the synthetic data generation engine.

Ensure all sections are correctly configured before clicking Run and Store Result.