A lawyer from Topeka,[REF] Harvey was elected Lieutenant Governor of Kansas in 1896 on the Populist ticket along with John W. Leedy and served from 1897 to 1899.
In 1904 Harvey was the Democratic Party candidate for US representative from the First District of Kansas; he lost to the Republican Party candidate, future vice president Charles Curtis [REF].