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Over time, the analysis of traffic data has come down to predicting traffic flows. Building correspondence matrices describing traffic flows, forecasting traffic flows at a specific point and at a specific time interval is what transport analytics did. However, the development of technology and the economy has led to the fact that the penetration of mobile phones and the efforts of telecommunications operators provide complete information about the movements of mobile devices (their users) in modern cities. This means, in particular, that predicting flows is no longer a task. Other issues come to the fore. And one of them is just an analysis of anomalies. This is necessary, first of all, at the stage of operation of Smart City systems.