This session will look into Meryam Ahmed's piece, ‘UK passport photo checker shows bias against dark-skinned women’ that have won the investigative journalism category for 2021 Statistical Excellence in Journalism Awards. Furthermore, it will examine how a machine could also be bias and how it might affect public in general.