About one third, coincidentally, supported the first independence movement according to most estimates. The more things change ...
I suspect no more than 1/3 of Southerners supported the slaveowners' rebellion in 1861, that 1/3 consisting largely of the plantation elite, the gullible, the perpetually ignorant and the ultra-provincial who thought Yankees were of a different nation.