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Data Validation for Large-Scale Analytics

Building Tools to Support Data Sampling and Visualization

Software Engineering Institute


Large-scale analytics hold great promise for government and industry, and data validation is essential to ensure that those analytics make accurate predictions. We studied practitioners in the field, built data validation tools to support data sampling and visualization, and found that our tools help practitioners generate a diverse set of insights about their data.