Simplified Grammar of Graphics

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How do you create infinite data visualizations. Is it a science that you can learn or an art that comes through experience. Well, there is a grammar of graphics, which can provide you a way to think about the science around creating a graphic. Here is a simplified grammar of graphics to get you started.

Datos y análisis Tecnología Arte y fotografía

Simplified Grammar of
Graphics
Creating a Humble Chart

Start with Data
Area Sales
North 5
East 25
West 15
South 20
Central 10
Data

Map the Aesthetics
Area Sales
North 5
East 25
West 15
South 20
Central 10
Data
x y
1 5
2 25
3 15
4 20
5 10
Aesthetics
x (Nominal) = Area
y (Quantitative) = Sales

Encode Geometric & Scale
Area Sales
North 5
East 25
West 15
South 20
Central 10
Data
x y
1 5
2 25
3 15
4 20
5 10
Aesthetics
x (N) = Area
y (Q) = Sales
x - position
y - bar
scale - 200 x 200
x y
20
40
100
140
180
Geometric
& Scale

Choose a Coordinate
x y
1 5
2 25
3 15
4 20
5 10
Aesthetics
x (N) = Area
y (Q) = Sales
x y
20
60
100
140
180
Geometric &
Scale
cartesian
Coordinate
x - position
y - bar
scale - 200 x 200

Points Line Bar
Bar - Stacked Bar - Stagger Coordinates
Cartesian
Example #1
x
y

Coordinates: Cartesian
x
y
Dot Plot Line Chart Column Chart
WaterfallStacked Column

Points Line Bar
Bar - Stacked Bar - Stagger Coordinates
Cartesian - Flip
Example #2
y
x

Coordinates: Cartesian Flip
Dot Plot Line Chart Bar Chart
CascadeStacked Bar
y
x

Points Line Bar
Bar - Stacked Bar - Stagger Coordinates
Polar - x
Example #3
r
θ
x = θ
y = r

Coordinate: Polar - x
r
θ
x = θ
y = r
Marked Radar Line Radar? CoxComb
Polar Waterfall?Bullseye

Points Line Bar
Bar - Stacked Bar - Stagger Coordinates
Polar - Y
Example #4
r
θ
x = r
y = θ

Coordinate: Polar - y
r
θ
x = r
y = θ
Target? Wind Rose? Wind Rose
Polar Cascade?Pie Chart

Amit Kapoor
@amitkaps
Partner, narrativeVIZ Consulting
amit@narrativeviz.com
Find this presentation and more at
http://narrativeviz.com/playbook

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Simplified Grammar of Graphics

1. Simplified Grammar of Graphics Creating a Humble Chart

2. Start with Data Area Sales North 5 East 25 West 15 South 20 Central 10 Data

3. Map the Aesthetics Area Sales North 5 East 25 West 15 South 20 Central 10 Data x y 1 5 2 25 3 15 4 20 5 10 Aesthetics x (Nominal) = Area y (Quantitative) = Sales

4. Encode Geometric & Scale Area Sales North 5 East 25 West 15 South 20 Central 10 Data x y 1 5 2 25 3 15 4 20 5 10 Aesthetics x (N) = Area y (Q) = Sales x - position y - bar scale - 200 x 200 x y 20 40 100 140 180 Geometric & Scale

5. Choose a Coordinate x y 1 5 2 25 3 15 4 20 5 10 Aesthetics x (N) = Area y (Q) = Sales x y 20 60 100 140 180 Geometric & Scale cartesian Coordinate x - position y - bar scale - 200 x 200

6. Points Line Bar Bar - Stacked Bar - Stagger Coordinates Cartesian Example #1 x y

7. Coordinates: Cartesian x y Dot Plot Line Chart Column Chart WaterfallStacked Column

8. Points Line Bar Bar - Stacked Bar - Stagger Coordinates Cartesian - Flip Example #2 y x

9. Coordinates: Cartesian Flip Dot Plot Line Chart Bar Chart CascadeStacked Bar y x

10. Points Line Bar Bar - Stacked Bar - Stagger Coordinates Polar - x Example #3 r θ x = θ y = r

11. Coordinate: Polar - x r θ x = θ y = r Marked Radar Line Radar? CoxComb Polar Waterfall?Bullseye

12. Points Line Bar Bar - Stacked Bar - Stagger Coordinates Polar - Y Example #4 r θ x = r y = θ

13. Coordinate: Polar - y r θ x = r y = θ Target? Wind Rose? Wind Rose Polar Cascade?Pie Chart

14. Amit Kapoor @amitkaps Partner, narrativeVIZ Consulting amit@narrativeviz.com Find this presentation and more at http://narrativeviz.com/playbook

Simplified Grammar of Graphics

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Simplified Grammar of Graphics