The study of favelas has been characterised by traditional methods, usually consisting of paper-and-pen interviews and field research. Recent studies suggest that digital platforms are a convenient way to access marginalised populations. Maria Luisa Tarozzo Kawasaki shares her experiences with digital surveys in São Paulo's favela Vila Missionaria and explains how they caused her to develop Neibz, a software tool for urban data surveying.