1. Multivariate Visualization

2. Projection

5. Distortion

6. Parallel Coordinates

7. Pairwise Comparisons

8. Graphical Excellence Minimize non-data ink Allow data ink to perform more than one purpose Carry data information Serve a design function Show multiple pieces of data Multifunctioning Graphical Elements

9. Principles Mobilize every graphical element, perhaps several times over, to show the data

10. Tufte pg 152

11. Data-Built Data Measures Graphical element that plots the data: data measure Ayres (1919) Number of divisions Which divisions Duration of stay

12. Dot Maps

13. Chernoff Faces

16. Bubble Plot Authorline chat thread Red: initiated by author Blue: initiated by someone else http://www.cmu.edu/joss/content/articles/volume8/Welser/

17. Color

19. Principles Mobilize every graphical element, perhaps several times over, to show the data Maximize Data Density and the size of the Data Matrix Data rich  context and credibility

20. Small Multiples Graphics can be shrunk Series of graphics showing same combination of variables Indexed by changes in another variable

21. El Nino

22. http://www.nytimes.com/packages/html/politics/2004_ELECTIONGUIDE_GRAPHIChttp://www.nytimes.com/packages/html/politics/2004_ELECTIONGUIDE_GRAPHIC/

23. Interaction http://www.nytimes.com/interactive/2008/02/23/mo vies/20080223_REVENUE_GRAPHIC.html http://www.nytimes.com/interactive/2008/02/23/mo vies/20080223_REVENUE_GRAPHIC.html http://douweosinga.com/