DataLens Ottawa is an automated system that evaluates the quality of Open Ottawa datasets, detects key data issues, and presents clear results through a dashboard. It can give feedback from five dimensions, including accessibility, usability, freshness, metadata, and completeness. Then it can provide the relevant automatic suggestions for users on which kind of application they should use, and which is not suitable for the related datasets.