Figure 3 is the interactive Folium map showing the location of zip codes and a random sampling of Louisville Metro venues. The venues are mostly present in the downtown area with a minority of the venues appearing in areas that are not downtown. More venues could have been displayed on the map, but for the sake of demonstration and keeping the map easy to read and manipulate, a sample size of 10 from the 79 available venues was taken. 
It needs to be pointed out that if a zip code has 0 percent of the total number of crimes, there may still be some incidents that fall into that zip code. Any values that are less than 0.5 percent will show up as 0 percent overall but have crimes that show up on happening on certain days of the week. This is because 0.5 percent of 8904 is about 45. It is not zero.