Ride-hailing platforms in Brazil serve a broad range of daily travel needs, from routine work trips to late-night outings. Understanding when men and women are most active in the app helps operators allocate driver supply more effectively, design targeted promotions, and improve pricing strategies during high-demand windows. Gender-based usage patterns offer ride-hailing companies a practical lens for optimizing fleet availability and in-app communication throughout the day.