Harrison County ranks first among Missouri’s 114 counties in positive Coronavirus cases per 100,000 population. Harrison County has had 455 cases per 100,000, ahead of number 2 Clark County with 411.9. According to the latest figures from the Harrison County Department of Health, COVID cases increased to 912 by Wednesday, with 76 active cases and 776 inactive cases.