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Data Visualisation
“I keep saying the sexy job in the next
ten years will be statisticians.”
The ability to take data - to be able to understand it, to process
it, to extract value from it, to visualize it, to communicate it is
going to be a hugely important skill in the next decades, not only
at the professional level but even at the educational level for
elementary school kids, for high school kids, for college kids.
Because now we really do have essentially free
and ubiquitous data. So the complimentary
scarce factor is the ability to understand that
data and extract value from it.
Hal Varian
Chief Economist, Google
Jan 2009
Big Data + Open Data
=
Big Trouble for Traditional
Research Agencies
Data Collection
Data
Analysis
Data
Visualisation
Time = 8 weeks
Traditional Market Research Process
Questionnaire Design
Scripting
Agree Sample
Fieldwork
Data Processing
Data Tables
Advanced Analysis
100 charts in
Powerpoint
Data
Collection
Data
Analysis
Data
Visualisation
Time = 24-48 hours
Future Market Research Process
Download
database
Clean data
Analyse in
Excel/ free
online tools
Find story
Visualise it clearly
and succinctly
“Research Agencies” of today/tomorrow
Client
transaction
databases
Data Visualisation = Infographics
Data Visualisation = Data Art
Data Visualisation Data Art
Purpose To inform/enlighten To entertain/delight
Objective Simplify the data Beautify the data
Desired
response
“That’s informative/
interesting/ illuminating”
“That’s beautiful”
Proponent Hans Rosling David McCandless
Creator PLANNERS CREATIVES
“Graphical excellence is
that which gives to the
viewer the greatest
number of ideas in the
shortest time with the
least ink in the shortest
space”
Some Basic Visualisation Rules
52
39
35
43
51
43 41
48 49
71
63
53
7
8
9
11
14
17
19 19
17
13
9
7
0
10
20
30
40
50
60
70
80
0
2
4
6
8
10
12
14
16
18
20
AvRainfall
AvTemp
Average Temperature and Rainfall in London
Av Rainfall (mm) Av Temp (⁰C)
1) Avoid unnecessary formatting
52 39 35 43 51 43 41 48 49 71 63 53
7
8
9
11
14
17
19 19
17
13
9
7
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Climate by month, London
Av Rainfall (mm) Av Temp (⁰C)
BEFORE AFTER
2) Remove unnecessary clutter
BEFORE AFTER
3) Sort data before charting
BEFORE AFTER
4) Don’t use unnecessary colour
BEFORE AFTER
5) Don’t use inappropriate axes
81.5
82.0
82.5
83.0
83.5
84.0
Pre Post
Brand sales, pre and post
campaign (£m)
Pre Post
Brand sales, pre and post
campaign
BEFORE AFTER
Tools of the Trade
1) Excel
2) Google Charts
3) Tableau
4) Google Fusion Tables
5) DataWrapper

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Data visualisation presentation

  • 2. “I keep saying the sexy job in the next ten years will be statisticians.” The ability to take data - to be able to understand it, to process it, to extract value from it, to visualize it, to communicate it is going to be a hugely important skill in the next decades, not only at the professional level but even at the educational level for elementary school kids, for high school kids, for college kids. Because now we really do have essentially free and ubiquitous data. So the complimentary scarce factor is the ability to understand that data and extract value from it. Hal Varian Chief Economist, Google Jan 2009
  • 3. Big Data + Open Data = Big Trouble for Traditional Research Agencies
  • 4. Data Collection Data Analysis Data Visualisation Time = 8 weeks Traditional Market Research Process Questionnaire Design Scripting Agree Sample Fieldwork Data Processing Data Tables Advanced Analysis 100 charts in Powerpoint
  • 5. Data Collection Data Analysis Data Visualisation Time = 24-48 hours Future Market Research Process Download database Clean data Analyse in Excel/ free online tools Find story Visualise it clearly and succinctly
  • 6. “Research Agencies” of today/tomorrow Client transaction databases
  • 7. Data Visualisation = Infographics
  • 8.
  • 9.
  • 11. Data Visualisation Data Art Purpose To inform/enlighten To entertain/delight Objective Simplify the data Beautify the data Desired response “That’s informative/ interesting/ illuminating” “That’s beautiful” Proponent Hans Rosling David McCandless Creator PLANNERS CREATIVES
  • 12.
  • 13.
  • 14. “Graphical excellence is that which gives to the viewer the greatest number of ideas in the shortest time with the least ink in the shortest space”
  • 15.
  • 17. 52 39 35 43 51 43 41 48 49 71 63 53 7 8 9 11 14 17 19 19 17 13 9 7 0 10 20 30 40 50 60 70 80 0 2 4 6 8 10 12 14 16 18 20 AvRainfall AvTemp Average Temperature and Rainfall in London Av Rainfall (mm) Av Temp (⁰C) 1) Avoid unnecessary formatting 52 39 35 43 51 43 41 48 49 71 63 53 7 8 9 11 14 17 19 19 17 13 9 7 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Climate by month, London Av Rainfall (mm) Av Temp (⁰C) BEFORE AFTER
  • 18. 2) Remove unnecessary clutter BEFORE AFTER
  • 19. 3) Sort data before charting BEFORE AFTER
  • 20. 4) Don’t use unnecessary colour BEFORE AFTER
  • 21. 5) Don’t use inappropriate axes 81.5 82.0 82.5 83.0 83.5 84.0 Pre Post Brand sales, pre and post campaign (£m) Pre Post Brand sales, pre and post campaign BEFORE AFTER
  • 22. Tools of the Trade

Notas del editor

  1. Data Art is what gets more interest from the general media because it’s aesthetically beautiful, and looks good in coffee table books like Information Is Beautiful, but data visualisation is of more interest to us, because that’s actually more about the story in the data rather than the beauty of the presentation, so the focus is on leaving the reader understanding rather than appreciating.Data Art actually works against the principles of open data – because it requires specialist, technical skills, it remains in the hands of the few, and there is far too much data publicly available for those few to represent it all pictorially.
  2. In 1983 data visualization aficionado Edward Tufte published his groundbreaking book The Visual Display ofQuantitative Information, which showed us that there were effective ways of displaying data visually and then there werethe ways that most of us were doing it, which were sadly lacking in effectiveness.
  3. Data visualisation is essentially the simplification of information, so that it becomes easier to read, with key findings easily identified.It’s not something she’s primarily associated with, but Florence Nightingale was an early exponent of data visualisation, collecting data on army deaths during the Crimean war, and visualising them with this polar-area diagram. For each month (Year 1 on the right, Year 2 on the left), it shows deaths from battle wounds (red area), deaths from preventable diseases (blue) and deaths from other causes (black). It clearly shows how cholera, typhus and dysentery were killing far more soldiers than Russian artillery, and was enough to convince Army generals that sanitary field hospitals were a necessity of modern warfare.