Dataset with real hourly data from 2012 to 2022 for electric load data and occupancy (daily, resampled to one hour). The data belongs to a real hotel in the island of Tenerife (Spain). The maximum capacity of the hotel is 360 people, if normalization for the occupancy is needed.