Data visualization : charts maps and interactive graphics Why visualise Translating numbers to images Continuous and discrete numbers Percentages and risks Showing data or statistics Differences ratios correlations Visual perception and the brain Showing uncertainty Time trends Statistical predictive models Machine learning techniques Many variables Maps and networks Interactivity Big data Visualisation as part of a bigger package Some overarching ideas