Shared micro-mobility services are rapidly expanding yet little is known about travel behaviour. Understanding mode choice, in particular, quintessential for incorporating into transport simulations order to enable effective planning. We contribute by collecting a large dataset with matching GPS tracks, booking data and survey more than 500 travellers, estimating first choice model between eigh...