In the Flanders Enacted Mobile Citizen Observatories (Flamenco) project (2016-2019) we investigated how citizens can be empowered to collect and analyse data from their surroundings by setting up and testing a citizen observatory for mobility. Such a citizen observatory is an online platform that enables the bottom-up initiation and implementation of smartphone-based data collection campaigns.