This is a report of the research done during the Summer School 2022 at the Digital Methods Initiative (UvA). The work and the report were developed in collaboration with the participants in the datasprint: Gabrielle Aguilar // Federica Bardelli // Laura Bruschi // Miranda García // Giulia Giorgi // Matthew …

This article interrogates platform-specific bias in the contemporary algorithmic media landscape through a comparative study of the representation of pregnancy on the Web and social media. Online visual materials such as social media content related to pregnancy are not void of bias, nor are they very …