• Enhancing data collection procedures to include information that is relevant for building analytic systems

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• Processing, cleansing, and verifying the integrity of data used for analysis

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• Doing ad-hoc analysis and presenting results in a clear manner & Creating automated anomaly detection systems and constant tracking of its performance