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Data from large networks, such as a voice telephone network or a residential internet service, must be analysed to see how well the requirements of users are met. Visualization is essential to understand an explain this data. This article describes Swift-3D, a viewer for interactive discovery of patterns and anomalies in large-scale transactional data sets.