As of October 2016, Analysis Workspace automatically detects anomalies in your data for any time-series visualization or data table. Catch the "unknown unknowns" without any additional effort on your part!
For more information on this feature, go to:
https://marketing.adobe.com/resources/help/en_US/analytics/analysis-workspace/anomaly_detection.html
