I've never looked at quantcast stats before. How accurate are their estimates of age, income, kids? I ask because it says that 23% of Stack Overflow's visitors are female, and that doesn't seem very accurate. <i>NB: This is based solely on my recollection posters' avatars, which may be a bad measure, but it's the only one I've got</i>.