The radius that crossed the river
A 3-mile radius from a candidate site on the north bank of a river counts all the residents on the south bank — even if there's only one bridge, five miles away. In dense markets, this type of barrier error produces population overcounts of 30–50%. Retailers who base lease decisions on those counts sign leases for locations that can never reach the projected revenue.