Here's a chart about taxes that doesn't line up Blue States vs Red States. (Paper published by National Association of Home Builders.)
The tax rate per thousand dollars varies 30 fold. Louisiana and Alabama are solid low tax states.
Counties with cheaper houses may need higher tax rates to raise the same amount of money for schools and sewers. h/t Captain Capitalism blog.