Visualizing Multivariate Data

Arranging Tables


John Alexis Guerra Gómez| ja.guerrag[at]uniandes.edu.co| @duto_guerra


http://johnguerra.co/lectures/visualAnalytics_24hours/05_Multivariate_data/

Based onslides from Tamara Munzner

Recap

Arranging tables

Why Arrange

Space is the most important channel

How to arrange?

  • Quantitative data -> Express
  • Categorical data -> Separate, Order, Align

Scatterplot

http://blockbuilder.org/mbostock/3887118

Barchart

http://blockbuilder.org/mbostock/3885304

Stacked barchart

http://blockbuilder.org/mbostock/3886208

Streamgraph

http://blockbuilder.org/mbostock/4060954

Streamgraph RIO2016

http://www.nytimes.com/interactive/2016/08/08/sports/olympics/history-olympic-dominance-charts.html?_r=0

Linechart

http://blockbuilder.org/mbostock/3883245

Heatmap

http://blockbuilder.org/ianyfchang/8119685

Scatterplot Matrix

http://blockbuilder.org/mbostock/4063663

Bonus: InMens

What about millions of points?

http://vis.stanford.edu/projects/immens/demo/splom/

Parallel Coordinates

http://blockbuilder.org/syntagmatic/3150059

Polar Area Chart

http://blockbuilder.org/curran/94f1376b946c9d217014

Pie chart

http://blockbuilder.org/mbostock/3887235

Donut chart

http://blockbuilder.org/mbostock/1346410

Stacked bar chart normalized

http://blockbuilder.org/mbostock/3886394

Glyphmap

http://blockbuilder.org/sxywu/8d1b563586bf411383345e95a3418715