The SAPS data contains information related to crimes committed in South Africa and South African provinces. There are a number of 'Crime Categories' available in the dataset. The 'Crime Categories' available related to gender-based violence and femicide are: Rape, Sexual offences, Sexual offences detected as a result of police action, Sexual Assault, Attempted sexual offence, and Contact Sexual Offences.