Ride-hailing services in Egypt serve a broad range of daily travel needs, from routine work trips to social and leisure outings that extend into the late hours. Understanding when riders are most active helps transport operators, drivers, and urban planners allocate resources more effectively and design pricing or availability strategies that match real demand patterns. For businesses relying on employee mobility or last-mile logistics, these usage windows represent direct opportunities to align service agreements and fleet availability with peak rider behavior.