In today’s post I build upon the last post to demonstrate the use of the tmap package to make a choropleth map in R. I also include instructions on how to use the sf library to obtain the block-level census tract IDs included in the tidycensus ACS data for the State Plane coordinates within the NYC 311 data. If you’re new to making maps, it’s important that you recognize the differences between geographic coordinate and projected coordinate systems.