Data Science in Smart Cities plays a vital role in transforming urban environments by analyzing large volumes of data generated through connected devices. Using IoT Data Analytics, city planners and governments can optimize traffic flow, improve energy efficiency, enhance public safety, and deliver smarter public services. The integration of data-driven insights with IoT technologies enables sustainable development and better quality of life for citizens.