With custom maps, JMP allows you to visualize data in location context. In this talk, director of R&D Shannon Conners discusses how she used JMP to understand and visualize personal fitness data. Collected over multiple years, and on various personal devices, the data had all the issues you’d expect with manually entered logs (e.g. redundancy of exercise names, missing workout details and others). Shannon shows you how to clean up your dirty data with JMP Recode scripts, then places the training metrics in context – with a custom muscle-area shape files, incorporating body shape maps as graphical selection filters in dashboards, and using selection filters to click on various body areas to drill down into detailed graphs.