Most agents of justice (police officers, judges etc) are men, and men are socialised to act in a ‘chivalrous’, protective way towards women.
Otto Pollack 1950: ‘Men hate to accuse women…police officers dislike to arrest them, district attorneys to prosecute them, judges and juries to find them guilty, and so on’
Therefore women are less likely to appear in official crime statistics!