28.6% live in West Virginia
10.9% live in Pennsylvania
9.7% live in Ohio
If you don't like people
called chipps
you should probably move to
New Hampshire (None live there).
Interesting fact: West Virginia
is the state with the most
last name chipps per capita.
Check out the popularity
of the last name chipps
for each state in the map below.