What is Tabular Data?
Tabular data refers to information organized into a table format, with rows representing records or observations and columns representing specific attributes or variables related to those records. This structured organization is commonly used in databases, spreadsheets, and other formats. Synthetic tabular data generation involves creating artificial datasets that mimic the structure and statistical properties of real-world tabular datasets without containing sensitive information. Various techniques can be employed for generating synthetic tabular data, including generative models, rule-based approaches, statistical modeling, and data augmentation. The use of tabular synthetic data is beneficial in situations where privacy concerns or legal restrictions limit access to real data.
Company
Gretel.ai
Date published
March 22, 2024
Author(s)
Gretel Team
Word count
3076
Language
English
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