DataGen: A flexible tool to generate synthetic data MARKET NEED A common problem faced by companies working in analytics is the difficulty in creating “random” datasets that resemble actual company data. Companies need purpose-built data for a variety of reasons, including the demonstration and testing of systems and analytical models. Companies are often reluctant to use their own company or client data due to privacy issues, but they need data with the same characteristics as their real data. TECHNOLOGY SOLUTION DataGen allows users to generate synthetic data. DataGen offers two modes of operation: Manual generation: The user specifies the features, rules and inter-feature relationships. Automatic generation: The data generation is seeded with an existing dataset. Data is then generated to match the features and inter-feature relationships of the existing dataset. KEY FEATURES The ability to generate datasets based on user-defined features and inter-feature correlations. The ability to use existing datasets to automatically define the characteristics of generated data. Flexible, easy to use functionality. Easy-to-interpret visualisations. RESEARCH TEAM André Rios, MSc., Dublin Institute of Technology Dr. Thibaut Lust, Dublin Institute of Technology Dr. Susan McKeever, Dublin Institute of Technology By Kate McCarthy|2022-06-03T11:22:40+00:003 June 2022|Demonstrators|0 Comments Share This Story, Choose Your Platform! FacebookTwitterRedditLinkedInWhatsAppTelegramTumblrPinterestVkXingEmail About the Author: Kate McCarthy Related Posts ML4GE – Machine Learning for Green Energy ML4GE – Machine Learning for Green Energy SmartAd: Measuring advertising campaigns efficacy SmartAd: Measuring advertising campaigns efficacy SmartSeg: A customer segmentation tool designed to be accessible to a broad user base SmartSeg: A customer segmentation tool designed to be accessible to a broad user base Data Stream Clustering: A high-throughput, continuous data clustering solution Data Stream Clustering: A high-throughput, continuous data clustering solution Leave A Comment Cancel replyComment Save my name, email, and website in this browser for the next time I comment.