In our 21-criteria evaluation of data preparation tool providers, we identified the seven most significant ones — Alteryx, Datawatch, Oracle, Paxata, SAS, Trifacta, and Unifi — and researched, analyzed, and scored them. This report shows how each provider measures up and helps customer insights (CI) professionals and their technology partners make the right choice.