Digitization efforts by utilities (topic smart meter roll-out), component manufacturers and the public sector (topic data hub) drive an increase of available measurement data from energy systems. However, sources are not only grid operators with smart meters, but also individual appliances (e.g. heat pumps), buildings (e.g. monitoring for Minergie standards) and even districts (e.g. SSC billing (self-sufficiency community)) and entire municipalities. So far, this data has mainly been used for billing purposes or to visualize measured values on company websites and smartphone apps. In our research, we develop methods to facilitate new applications and business cases for energy system data, as well as to estimate missing data. Thus, covering all four stages of data: Acquisition, Aggregation, Analysis/Interpretation and Visualization.