No. The correct term is eunuch.
Eunuch is a larger set than woman who is man to woman i.e., trans). Historically, there are castrati or Ottoman eunuchs. There, the idea was to blunt their maleness, either to keep their voices high or to keep them from being tempted when guarding women. However, castration was enough, just as it is for a steer. They didn't take extra hormones, or wear the bodywork costume of deceptive cosmetic surgery.
We need crime stats for "eunuch on eunuch" crime