If I read the graphs in [1] correctly it's more like 70% male in Massachusetts. In fantasy sports betting it's 60% male [2]

1: https://commonwealthbeacon.org/by-the-numbers/poll-indicates...

2: https://thefsga.org/industry-demographics/