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I did a quick research on this question sometime ago and the following was my conclusion.
1. The Visual Display of Quantitative Information - Edward Tufte
2. Storytelling With Data
3. Documentation pages of data Viz tools e.g. 1, 2, 3 depending on your programming language of choice.
1. https://github.com/d3/d3/wiki
For python this open access book is excellent: https://github.com/rougier/scientific-visualization-book