 About 2.3% of families and 18.6% of the population were below the poverty line, including 26.0% of those under the age 18 and 10.0% of those age 65 or over.Chippewa County voters have been reliably Republican from the start.Since 1876, they have selected the Republican Party nominee in 86% of national elections (31 of 36).