This “first” rstudio::conf held amid the alligator infested walk ways of the Gaylord Palms Resort in Orlando, Florida featured the wizardry of the RStudio tool chain. The tidyverse approach to doing data science with R, and reproducible research via RMarkdown, Shiny and RStudio Connect were major themes that tied together many of the workshops and talks.