A graduate student is conducting a study on financial transparency in US healthcare. Seeking guidance on how to effectively extract and analyze historical data from Open Payments CMS. Specifically looking for tips on filtering research payments versus general transfers of value for an academic thesis. This is purely for educational research purposes. Any advice on navigating the public database or understanding data limitations would be greatly appreciated by our research team.