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Data Validation for Large-Scale Analytics

This poster detailing building tools to support data sampling and visualization was presented at the SEI Research Review 2016.

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.