Ride-hailing platforms in Africa serve a broad range of daily travel needs, from early morning commutes to late-night trips, making time-of-day demand patterns a critical input for fleet planning, driver scheduling, and dynamic pricing strategies. Understanding when different age groups rely most heavily on these services allows operators to allocate resources more efficiently and tailor promotions to the right audiences at the right moments.