The last data point is no surprise.
However, I can guarantee you, from personal experience, that rapes by women go under-reported.
At least for me, why on earth wouldn't I? Single, unattached, explicitly no commitment desired by the other party.
Only later did I discover that not refusing the advance made me the bad guy.