Shiny app with an example of correlogram: https://antoinesoetewey.shinyapps.io/correlogram/
See more information about the app and how to use it at https://statsandr.com/blog/correlogram-in-r-how-to-highlight-the-most-correlated-variables-in-a-dataset/