The visualisation of data has become a vital tool for managing performance and understanding or gaining insight into data, processes, and systems. Two principal reasons for pursuing a range of different representations of financial data are for discovery or insight and for facilitating intuitive or painless comprehension of the data by stakeholders who are less familiar with the detail. In this session, Kerr shows techniques relating to aspects of trading volumes and HFT data analysis to illustrate these interests.