Ride-hailing services in Canada benefit from demand spread across multiple parts of the day, giving providers consistent revenue opportunities beyond a single peak window. Understanding how male and female riders distribute their usage across morning, daytime, evening, and late-night periods helps operators allocate drivers more efficiently, target promotions more precisely, and improve overall service reliability. For ride-hailing platforms, aligning driver supply with gendered demand patterns is a practical lever for reducing wait times and increasing ride completion rates.