I want to calculate the distance between approx. 100,000 different ZIP codes. I know about the mapdist function in the ggmap package
mapdist
ggmap
If you start a new R session and run library(ggmap) in the new session, you can make another 2500 queries.
library(ggmap)
Function distQueryCheck() shows how many queries are remaining.
distQueryCheck()