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Firstly, scan cars – vehicles that are equipped with sensors to collect data on the urban environment – are becoming increasingly popular to help the municipality to carry out tasks efficiently. For example with parking policy enforcement, waste registration and advertisement taxation. Apart from making the city more efficient and clean, with this project we question and explore what public and democratic values should be embedded in the implementation of these scan cars.