Create Dataset

Create Dataset

Before you begin anonymizing or synthesizing data, you must first create a dataset. Each dataset is derived from an input table and is assigned a unique dataset id. It's important to note that any actions performed within the VEIL.AI Anonymization Engine do not alter the original data stored in Snowflake. Below are the steps to create a dataset after you have granted the app access to the input table.
Option 1: Create dataset using input table name
  1. Provide Details: Enter the dataset ID, database name, schema, and table name in the respective fields. Refer to the example shown in the image below for guidance.
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  1. Create Dataset: Once you have filled in the necessary information, click the 'Create' button to create your dataset.
 
Option 2: Create dataset using input table reference
  1. Input Details: Enter the dataset ID and the alias for the input table. These aliases can be found in table provided in the application.
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  1. Create Dataset: After entering the details, click the 'Create' button to proceed with dataset creation.
Next Step: Once your dataset is created, the next step is to set the privacy classes to ensure appropriate data handling during anonymization and synthetization.