Ethical approval was provided by Liverpool John Moores University (LJMU) University Research Ethics Committee (UREC) (Ref: 21/CMP/004). This dataset provides walking data for 65 diverse participants (labelled p1, p2, etc.). Participant_Anthropometry.xlsx provides the gender, height, weight, and ethnicity of each participant. The recordings for each participant are structured in 3 experiments, each containing 6 tasks (with the participant going in the opposite direction in odd numbered tasks). Each experiment provides a different set of viewing angle with the videos labelled to include the participant number, experiment number, task number, viewing angle, for example, P1_E1T1_90 refers to participant 1, experiment 1, task 1 and 90 degree viewing angle. Additionally "_ALT" is appended to videos where participants have provided a second outfit, these are stored in "alternative clothing" folders containing in each experiment folder.