Some people eat them, here's some recipes:
PDFT Prairie Dog Recipes
My favorite recipe includes beer and jerkey. Leave the critter for the skunks, coons, yotes and buzzards, and eat jerkey & drink beer. Most just leave them. Flea-bitten rats.
My main reason for not eating them?
Plague and Black-Tailed Prairie Dogs