Optimized and complete data analysis environment in R and Python. Specially optimized (OPMI 4.1) compiled into version of R version 4.2 with >29k installed packages substantially outperforms "free R". This includes free RStudio Desktop & free RServer 2022.02.2+485 and Shiny 1.5.18.987 Complete Intel performance python 2 & 3.