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Data visualization 4 dummies

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Roberto Pereira Silveira
Roberto Pereira Silveira

This is an intro talk about data visualization, focused on showing few basic concepts on data visualization. Presented during 1st Machine Learning Meetup - Porto Alegre - 1st June 2016 Presenter - Roberto Silveira

Tecnologia
1 de 53
Dataviz 4 dummies Roberto Silveira - Maio 2016
Data scientist Machine Learning Engineer Designer Mathematician Electrical Engineer✔ ✖ ✖ ✖ ✖
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

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