I have asked this question of several friends who are Florida residents, and they indicate that much of the state income comes from taxes on tourism, and agriculture, in particular, the citrus crop.

There are six other states with no personal income tax:

Alaska, Nevada, South Dakota, Texas, Washington, and Wyoming.