As electric scooters continue to reshape urban transportation, e-scooter parking has become a critical issue for cities, riders, and pedestrians alike. While e-scooters offer a convenient, eco-friendly alternative to cars, improper parking can lead to sidewalk clutter, safety hazards, and public frustration. Clear rules, responsible rider behavior,