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Abstract: The projects of smart cities envisioned by the respective national governments face a lot of challenges, from development, deploy to operational stage. One such is urban flooding, that comes when the rain is enormous, more than the storm water design of the city, results in urban flooding, results in losses, both in property and life. Technologies like IoT, Data Science, Crowd sensing can help us mitigate such natural fury or an “Act of God”. Data Science in support with IoT and communications can help people in warning, guiding, tackling and even rescuing people in danger during such disastrous occasions.