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SANDRA BECKER  |  LISBON  |   01/2020

 

VIZ

INTRO

GGPLOT

 

01

 

WHAT IS

GGPLOT2

 

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H. WICKMAN

A GRAMMAR OF GRAPHICS IS A TOOL THAT ENABLES US TO CONCISELY DESCRIBE THE COMPONENTS OF A GRAPHIC

 

01

 

 

01

 

HOW TO LEARN

GGPLOT2

 

01

 

 

TRY  OUT

 

SEARCH

 

01

 

 

E. TUFTE

EXCELLENCE IN STATISTIC GRAPHS CONSISTS OF COMPLEX IDEAS COMMUNICATED WITH CLARITY, PRECISION AND EFFICIENCY

 

01

 

 

02

 

LIBRARY

INSTALLATIONS

 

01

 

THEME

SELECTION

 

01

 

 

02

 

DEFAULT

PERSONALISED

 

02

 

 

02

 

EXPLORATIVE

ANALYSIS

 

02

 

SCATTER

PLOT

 

02

 

DEFAULT

 

02

 

REDUCE SIZE

 

02

 

ADD TRANSPARENCY

 

02

 

SHOWING QUANTILE

 

02

 

SUB-SAMPLE

 

02

 

LOG - SCALING

 

02

 

ADDING A TREND

 

02

 

ADDING CONTEXT: SMALL MULTIPLE

 

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MORE CONTEXT

 

02

 

HEXAGONAL

BINNING

 

02

 

 

02

 

AGGREGATION ENCODED IN COLOR

 

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LOG SCALE

 

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DENSITY: 2D

 

02

 

SCALE

AXIS

 

02

 

DEFAULT

 

02

 

LOG SCALE

 

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LINEAR TRANSFORMATION

 

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DEFINING BREAKS

 

02

 

ADD LABLES

 

02

 

ADD SIZE SCALE

 

02

 

ADD A COLOR SCALE

 

02

 

SMALL MULTIPLE TO DECLUTTER

 

02

 

FLIP AXIS

 

02

 

FLIP SCALES

DISTRIBUTION

 

01

 

 

02

 

FREQUENCY

PLOT

 

02

 

SHOWING DETAILS

ADDING A VISUAL ENCODING

 

02

 

 

02

 

ZOOMING

 

02

 

HISTOGRAM

PLOT

 

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USING BARS INSTEAD OF LINES

 

02

 

 

02

 

ADDING A VISUAL ENCODING: COLOR

CONCEPT OF GRAMMAR OF GRAPHICS - OVERLAPPING

 

02

 

 

02

 

SMALL MULTIPLE - HISTOGRAM

 

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USING COLOR CODE

 

02

 

PLOT

DENSITY

 

02

 

KERNEL DENSITY ESTIMATE

 

02

 

ADDING A VISUAL ENCODING: COLOR

 

02

 

USING TRANSPARENCY

 

02

 

SMALL MULTIPLE TO COMPARE FULL DISTRUBTIONS

 

02

 

USING COLOR CODE

 

02

 

CHANGING OVERLAP FACTOR

 

PART 02

 

R

EXPLORE

 

03

 

R

TUFTE IN

 

03

 

REDUCE CHARTJUNK

 

03

 

theme_tufte(base_size = 11, base_family = "serif", ticks = TRUE)

TUFTE THEME

 

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BOXPLOT

TUFTE

 

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TUFTE BOXPLOT

 

03

 

DIMENSIONS

ADDING

 

03

 

 

03

 

DOT DASH SCATTER PLOT

 

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MARGINAL BOX-PLOT SCATTER PLOT

 

03

 

 

03

 

MARGINAL HISTOGRAM SCATTER PLOT

 

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MARGINAL DENSITY SCATTER PLOT

ANALYSIS

TIME SERIES

 

03

 

LINE CHART - FILLED OR DOTTED

 

03

 

ADDING COLOR AS VISUAL ENCODING

 

03

 

SMALL MULTIPLE TO DECLUTTER

 

03

 

ADDING A REFERENCE LINE

 

03

 

ADDING A TREND ESTIMATION

 

03

 

FLOW

ANALYSIS

 

03

 

LIFE EXPECTANCY - ALL COUNTIRES

 

03

 

COLOR FOR ENCODING THE CONTINENT

 

03

 

SMALL MULTIPLE TO DECLUTTER

 

03

 

ADDING A TREND ESTIMATION

 

03

 

MORE CONTEXT - ADDING ALL DATA IN THE BACKGROUND

 

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FOCUSING ON EUROPE

 

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ADDING THE CONTEXT AGAIN

 

03

 

SMALL MULTIPLE - ZOOM IN COUNTRIES

 

03

 

VIZ

ADVANCED

 

03

 

 

03

 

PARALLEL

COORDINATES

 

03

 

DEFAULT

 

03

 

ENCODING COLOR

 

03

 

ADDING DOTS

 

03

 

 

03

 

ADDING BOX-PLOT

 

03

 

DEFAULT

 

03

 

ENCODING COLOR

 

03

 

SMALL MULTIPLE TO DECLUTTER

 

03

 

SCALE SO THE MIN OF THE VARIABLE IS 0 AND THE MAX IS 1

 

03

 

DUMBBELL

LET'S ADD A

DEFAULT

 

03

 

ADDING COLOR CODE

 

03

 

SNALL MULTIPLE TO DECLUTTER

 

03

 

ZOOMING IN EUROPE

 

03

 

USING REFERENCE LINES

 

03

 

 

03

 

WAFFLE

NO PIE BUT A

 

03

 

 

03

 

DEFAULT

 

03

 

SMALL MULTIPLE

 

03

 

MARKDOWN

& SAVE EVERYTHING

 

03

 

RESUME OF THE EXPLORATION

 

03

 

 

03

 

INSPIRATION

 

03

 

GGPLOT2

By Sandra Becker

GGPLOT2

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