Statistics New Zealand describes Taupiri as a rural settlement, which covers  and had an estimated population of  as of  with a population density of  people per km2.
Taupiri is described by Statistics New Zealand as a rural locality, encompassing  and having a population of around  as of  with a population density of approximately  people every square kilometer.