That 37% dropped to 20% by 2006— nearly halved. It might not seem like a large percentage difference, but consider that that's the difference between the field being under 2:1 male and 4:1 male. That's the observation of interest here.
Definitely true, I was actually surprised the field wasn't originally the majority female since I remember reading that the original programmers were nearly all women.