The study of human mobility and activities has opened up to an incredible number ofstudies in the past, most of which included the use of sensors distributed on the body ofthe subject. More recently, the use of smart devices has been particularly relevant becausethey are already everywhere and they come with accurate miniaturized sensors. Whetherit is smartphones, smartwatches or smartglasses, each device can be used to describe com-plementary information such as emotions, precise movements, or environmental conditions.In this short paper, we release the applications we have developed and an example of acollected dataset. We propose that opening multi-sensors data from daily activities mayenable new approaches to studying human behavior.