This was a partially successful attempt to use the R package Shiny, which creates interactive web applications. The data is from sfdata.org, and is a list of trees planted in San Francisco.

 I got the data points up but couldn't get a map to display on the main panel. Apparently, Shiny can't handle certain types of maps, so I'm looking at other options.