Here we are defining a financial transaction as a base relation between two entities (public sector entity and business entity). Based on this, we detect relation periods (when relation started or ended) and accumulate starting/ending periods on a timeline. Based on cumulative relation period extremes, we identify deviations and list entities as part of identified extremes.