Dataviz 4 dummies
Roberto Silveira - Maio 2016
Data scientist
Machine Learning Engineer
Designer
Mathematician
Electrical Engineer✔
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Why does it matter?
Anscombe
Quartet
Anscombe
Quartet
Fonte: http://patadata.org/maparacial/
Fonte: http://patadata.org/maparacial/
Fonte: http://patadata.org/maparacial/
Fonte: http://paperscape.org/
Fonte: http://paperscape.org/
Fonte: http://paperscape.org/
Fonte: https://interactive.twitter.com/
Historical context
William Playfair
(1759 - 1823)
1983
Cleveland-McGill
Scale
Tips and Tricks
Golden
ratio
Graphical
excellence
Viewer =
+ ideas
- time
- ink
- space
Multivariate graphics
Data-ink
ratio
Data-ink
maximization
Data-ink
maximization
Data-ink
maximization
Visualization Zoo
Time-Series
Data
Index Charts
Time-Series
Data
Stacked Graphs
Time-Series
Data
Small Multiples
Time-Series
Data
Horizon Graphs
Statistical
Distributions
Stem-and-Leaf Plots
Statistical
Distributions
Q-Q Plots
Statistical
Distributions
SPLOM
(Scatter Plot Matrix)
Statistical
Distributions
Parallel Coordinates
Maps
Flow Maps
Maps
Choropleth Maps
Maps
Graduated Symbol
Maps
Maps
Cartograms
Hierarchies
Node-link Diagrams
Hierarchies
Node-link Diagrams
Hierarchies
Node-link Diagrams
Hierarchies
Adjacency Diagrams
Hierarchies
Adjacency Diagrams
Hierarchies
Enclosure Diagrams
Hierarchies
Enclosure Diagrams
Networks
Force-directed
Layouts
Networks
Arc Diagrams
Networks
Matrix Views
Fonte: http://www.visual-literacy.org/periodic_table/periodic_table.html
“Above all else show the data.”
― Edward Tufte
Data visualization 4 dummies

Data visualization 4 dummies