This study describes a randomised controlled trial using an app-based intervention, WExercise, to promote physical activity in post-treatment cancer survivors. The dataset included are (i) the dataset for a cross-sectional study conducted prior to the main trial to understand the participants characteristics, and; (ii) the dataset for an usability testing conducted prior the main trial to develop and test the usability of the WExercise app.