“…Regarding the third LOD of data analysis, 40% of the tools allow the user to delve into the specific value and, through interactions such as clicks, identify the variables that influence the metrics according to time periods [2,53,59,60]. Moreover, they allow the association of these variables with consumption ranges [1,55,59,61], presenting data divided by zones or environments [33,53,58] and parameters or categories [44][45][46]49]. Likewise, at this same level, it is possible to compare metrics to a performance time-scale [47,48,51,55,59,61,62], showing values by seasons, months, days, hours, and sub-hours.…”