Visual Insights: A Practical Guide to Making Sense of Data by David E. Polley, Katy Borner (Paperback, 2014)

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It is the only book on the subject that teaches nonprogrammers how to use open code and open data to design insightful visualizations. Readers will learn to apply advanced data mining and visualization techniques to make sense of temporal, geospatial, topical, and network data.