The links you provided seem to be UK centred, so it’s important to remember that in UK law a woman cannot be convicted of rape, only of sexual assault because under the letter of the law rape requires penetration
Hence, if you compare male vs female rape perpetrators you’ll always get an overwhelming majority of men
Thank you :)