SlideShare ist ein Scribd-Unternehmen logo
1 von 84
Downloaden Sie, um offline zu lesen
Fresh Thinking on Communicating with Data
Andy Kirk
Data Visualisation Specialist & Founder of visualisingdata.com
2 quick housekeeping notes:
•  This webinar will be recorded and available on-demand to view later or share with
colleagues. You’ll receive an email later this week with details.
•  Please type your questions into the chat box and we’ll get to them during Q&A portion at
end of presentation.
Thank you for joining today’s webinar
Today’s presenters
Andy Kirk
Data Visualisation Specialist
and Founder,
visualisingdata.com
Andy Cotgreave
Technical Evangelist,
Tableau Software
The Tableau Revolution
Fast and easy analytics for everyone
FRESH THINKING ON
COMMUNICATING WITH DATA
Andy Kirk
www.visualisingdata.com
@visualisingdata
Data visualisation specialist: Blogger, trainer, lecturer,
researcher, author, design consultant, speaker...
Data visualisation specialist: Blogger, trainer, lecturer,
researcher, author, design consultant, speaker...
Superstar technicians
Everyday practitioners
EMBRACING FRESH
THINKING
Initiator Journalist
Communicator
Project
Manager
Designer
Cognitive
Scientist
Computer
Scientist
Data
Scientist
http://www.visualisingdata.com/index.php/2012/06/article-the-8-hats-of-data-visualisation-design/
The 8 hats of visualisation design
TALENT
THINKING
CONTEXTUAL
IMAGINATIVE
JOURNALISTIC
CRITICAL
ORGANISED
CONVICTIONS
Embrace fresh thinking!
#1
CONTEXTUAL
Framing our thinking
YOU ARE KAYAKING ALONG THE
COAST OF GREENLAND AND YOU
NEED A ‘CHART’ TO NAVIGATE...
The influence of context
(HT to Mark Daggett @heavysixer)
Cope with wet? Can’t need power? Work in dark? Can float?
http://www.visualisingdata.com/index.php/2013/03/tactile-visualisations-inuit-wood-maps/
“… in order to design a tool, we must make our best
efforts to understand the larger social and physical
context within which it is intended to function.”
Bill Buxton, “Sketching User Experiences”
http://www.amazon.com/gp/product/0123740371/ref=as_li_tf_il?ie=UTF8&tag=visuadata-20&linkCode=as2&camp=217145&creative=399369&creativeASIN=0123740371
Stakeholders, influencers and interferers
Timescales?
http://comicsidontunderstand.com/wordpress/category/new-yorker/
Design rules: Layout, colour, typography, branding, language?
http://www.smashingmagazine.com/2008/02/11/award-winning-newspaper-designs/ | http://dmindless.blogspot.com/2011/04/how-to-make-presentation-that-rocks.html
Designing for an audience: Consumer setting?
Frequency, reproducibility
http://www.theguardian.com/politics/ng-interactive/2015/feb/27/guardian-poll-projection
http://www.cleverfranke.com/cf/en/project/weerkaarten-c-deg-f/project.php?id=170
Format requirements?
Designer capabilities?
What’s the best visualisation solution?
It always depends. Get your contextual
thinking established first.
Takeaway #1: Contextual thinking
#2
IMAGINATIVE
Empathy & creativity
http://www.chrisjordan.com/gallery/rtn/#prison-uniforms-set
Subject empathy
http://blogs.reuters.com/data-dive/2013/12/10/gms-new-ceo-is-another-small-crack-in-the-glass-ceiling/
http://www.chezvoila.com/blog/glass-ceiling
Subject empathy
Subject empathy: Challenging conventions
http://jaimeserra-archivos.blogspot.com.es/2015/01/cafe-diario-la-relacion-que-mantengo.html
Creativity: Rethinking concepts
https://www.facebook.com/RenzoPicassoArchive
Creativity: Be inspired by the world around you
http://www.visualisingdata.com/index.php/2012/05/the-fine-line-between-plagiarism-and-inspiration/
Creativity: Be inspired by the world around you (with attribution)
Creativity: Capture instinctive ideas and imagery
What creative ideas – instinctive keywords
and imagery – form when you think about a
task: its intended recipients, the subject
matter and its data?
Takeaway #2: Imaginative thinking
#3
JOURNALISTIC
Harnessing curiosity
The journalist-analyst sensibility to pursue a curiosity
http://en.wikipedia.org/wiki/August_Landmesser
Pattern matching, sense-making, sniffing out the story
http://www.bloomberg.com/billionaires/latest
Pattern matching, sense-making, sniffing out the story
Visualisation often serves up the questions not the answers
Haiti
Afghanistan
S. Africa
Kuwait
Vietnam
Nauru
North
Korea
Tajikistan
Ethiopia
http://www.nytimes.com/interactive/2009/03/01/business/20090301_WageGap.html
Passing on your understanding to your audience
“A photo is never an objective reflection, but always an
interpretation of reality... I see data visualization as sort of
a new photojournalism – a highly editorial activity.”
Moritz Stefaner
http://well-formed-data.net/archives/1027/worlds-not-stories
https://twitter.com/toddlerlex/status/440393501810118656/photo/1
Photo-journalistic: Consider all angles
Be motivated by curiosity and a
desire to effectively convey the most
relevant understanding to others.
Takeaway #3: Journalistic thinking
#4
CRITICAL
Justified decision making
Visualisation is a game of decisions
5 Layers: Data representation & presentation
Annotation
Interactivity
Composition
Colour
http://hint.fm/wind/
Data Representation
http://www.nytimes.com/interactive/2014/10/19/upshot/peyton-manning-breaks-touchdown-passing-record.html?abt=0002&abg=0
DATA REPRESENTATION: A visual answer to a data question
How have NFL cumulative touchdown passes grown since 1930
for quarterbacks with over 30 TD passes?
http://www.nytimes.com/interactive/2014/10/19/upshot/peyton-manning-breaks-touchdown-passing-record.html?abt=0002&abg=0
DATA REPRESENTATION: A visual answer to a data question
How have NFL cumulative touchdown passes grown since 1930
for quarterbacks with over 30 TD passes?
Angle: Change of quantitative value (touchdowns) over time for
multiple categories (quarterbacks)
Filter: Parameters for time period (1930 to 19th October 2014)
and minimum qualifying quantitative threshold (30 TD passes)
http://bryanchristieblog.blogspot.co.uk/2012/03/my-visual-definition-of-information.html
http://www.w3schools.com/tags/ref_colorpicker.asp?colorhex=F0F8FF
COLOUR: Applying theory and common sense
INTERACTIVITY: Manipulate, interrogate, participate
http://www.nytimes.com/interactive/2013/12/20/sunday-review/dialect-quiz-map.html?_r=0
http://www.visualisingdata.com/index.php/2011/07/new-visualisation-design-project-un-global-pulse-challenge/
ANNOTATION: Judging the right level of help
https://www.flickr.com/photos/accurat/14577900823/in/set-72157632185046466?utm_content=buffer050e5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
COMPOSITION: Size, shape, position, order
“Good design is thorough down to the last detail...
Nothing must be arbitrary or left to chance.”
Dieter Rams’ ‘10 principles of good design’
https://www.vitsoe.com/gb/about/good-design
Be able to justify every design decision
http://www.oecd.org/dac/peerreviewsofdacmembers/PRFINLAND2012.pdf
The real craft behind data visualisation
design is how we rationalise choices.
To make astute choices, you need to be
aware of all the options.
Takeaway #4: Critical thinking
#5
ORGANISED
Sequenced thinking
Visualisation is a process, not a procedure
1. Establish the visualisation’s
context and ideas
2. Acquire, familiarise with and
prepare your data
3. Determine the editorial focus of
your subject matter
5. Construct and evaluate your
design solution
4. Conceive your design: data
representation and presentation
Where to begin? What pathway to take?
http://www.mattneuman.com/maze.gif
Cohesion and flow of thinking
ANALYTICAL
CREATIVE
Splitting the mindset
http://www.docstoc.com/docs/66602562/397----THE-DOORS----RIDERSONTHESTORM-PIANO-SHEET-MUSIC
Many different proposed methodologies
https://speakerdeck.com/alignedleft/open-source-your-data-design-process
Don’t force it! Find what works for you
Pursue an effective and efficient workflow
to sequence and optimise your thinking.
Takeaway #5: Organised thinking
#6
CONVICTIONS
Your own thinking
Framework for thinking rather than rules for obeying
“There's a strand of the data viz world that argues that
everything could be a bar chart. That's possibly true but
also possibly a world without joy”
Amanda Cox, New York Times
http://blogs.hbr.org/hbr/hbreditors/2013/03/power_of_visualizations_aha_moment.html
Framework for thinking rather than rules for obeying
The representation and presentation of
data to make understanding accessible
My definition...
http://www.visualisingdata.com/index.php/2013/06/appreciating-the-critical-role-of-subject-matter/
Good visualisation makes understanding accessible
https://twitter.com/MaxCRoser/status/580666217142329344
Bad visualisation makes understanding inaccessible
http://www.bloomberg.com/news/2014-12-19/wall-street-firms-endure-lost-decade-after-goldman-peak-in-2007.html?hootPostID=32a4ad8c4a1454db9676f05959b22c09
Bad visualisation adds no value to the data
http://porostocky.prosite.com/6517/114057/work/infographics | http://hmi.ucsd.edu/howmuchinfo.php
http://viz.wtf/post/107628689945/all-your-database-are-belong-to-us | http://viz.wtf/post/107440754050/how-payday-loans-add-up
Bad visualisation tries to decorate data
http://www.nytimes.com/interactive/2015/03/19/upshot/3d-yield-curve-economic-growth.html?smid=pl-share&_r=1&abt=0002&abg=0
There are few (if any) ‘always’ and ‘nevers’
I thought all 3D was bad, why is this 3D visualisation OK?
http://www.nytimes.com/interactive/2015/03/19/upshot/3d-yield-curve-economic-growth.html?smid=pl-share&_r=1&abt=0002&abg=0
There are few (if any) ‘always’ and ‘nevers’
I thought all 3D was bad, why is this 3D visualisation OK?
http://www.visualisingdata.com/index.php/2015/02/visualisation-data-like/
Do we REALLY like it?
http://style.org/deleted/
Constructive critique heightens your convictions
“Chefs are able to more clearly discern what they taste
because through constant exposure they have developed
improved senses as well as vocabulary to express and
discuss their impressions.”
Oliver Reichenstein, “Learning to see”
Paraphrased from: http://ia.net/blog/learning-to-see/
The importance of establishing your own
beliefs and convictions about what is good/
bad, effective/ineffective visualisation
Takeaway #6: Thinking for yourself...
CONTEXTUAL
IMAGINATIVE
JOURNALISTIC
CRITICAL
ORGANISED
CONVICTIONS
Embrace fresh thinking!
Getting this little guy working will make a huge difference!
FRESH THINKING ON
COMMUNICATING WITH DATA
Andy Kirk
www.visualisingdata.com
@visualisingdata
Thanks for joining today. If you’d like to try Tableau
for yourself you can access your free trial at:
http://www.tableausoftware.com/trial

Weitere ähnliche Inhalte

Was ist angesagt?

Andy Kirk Viz Marathon London 2011
Andy Kirk Viz Marathon London 2011Andy Kirk Viz Marathon London 2011
Andy Kirk Viz Marathon London 2011Andy Kirk
 
Make Your Stick Figures Work Harder: The 3 C's of Sketching
Make Your Stick Figures Work Harder: The 3 C's of SketchingMake Your Stick Figures Work Harder: The 3 C's of Sketching
Make Your Stick Figures Work Harder: The 3 C's of SketchingJason Ulaszek
 
Infographics & Data Visualisation
Infographics & Data VisualisationInfographics & Data Visualisation
Infographics & Data Visualisationtrisnadi
 
UXPA 2016 - Kelly Goto's Opening Keynote
UXPA 2016 - Kelly Goto's Opening KeynoteUXPA 2016 - Kelly Goto's Opening Keynote
UXPA 2016 - Kelly Goto's Opening KeynoteUXPA International
 
Designing Better Experiences - UX London 2013
Designing Better Experiences - UX London 2013Designing Better Experiences - UX London 2013
Designing Better Experiences - UX London 2013Cyber-Duck
 
Prototyping Information Architecture
Prototyping Information ArchitecturePrototyping Information Architecture
Prototyping Information Architectureleisa reichelt
 
Introduction to User Experience Design 10/07/17
Introduction to User Experience Design 10/07/17Introduction to User Experience Design 10/07/17
Introduction to User Experience Design 10/07/17Robert Stribley
 
Understanding Information Architecture: A Workshop
Understanding Information Architecture: A WorkshopUnderstanding Information Architecture: A Workshop
Understanding Information Architecture: A WorkshopAbby Covert
 
How to supervise your supervisor?
How to supervise your supervisor?How to supervise your supervisor?
How to supervise your supervisor?Fabien Gandon
 
Analysis report brief
Analysis report briefAnalysis report brief
Analysis report briefR. Sosa
 
DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)
DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)
DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)Whitney Hess
 
ACI design and creativity slides 2019 day1
ACI design and creativity slides 2019 day1ACI design and creativity slides 2019 day1
ACI design and creativity slides 2019 day1R. Sosa
 
ACI design and creativity slides 2019 day4
ACI design and creativity slides 2019 day4ACI design and creativity slides 2019 day4
ACI design and creativity slides 2019 day4R. Sosa
 
ACI design and creativity slides 2019 day3
ACI design and creativity slides 2019 day3ACI design and creativity slides 2019 day3
ACI design and creativity slides 2019 day3R. Sosa
 
Advanced Card Sorting and Mixed Method IA Validation
Advanced Card Sorting and Mixed Method IA ValidationAdvanced Card Sorting and Mixed Method IA Validation
Advanced Card Sorting and Mixed Method IA ValidationUXPA International
 
Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...
Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...
Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...UXPA International
 
Know Thy User: The Role of Research in Great Interactive Design
Know Thy User: The Role of Research in Great Interactive DesignKnow Thy User: The Role of Research in Great Interactive Design
Know Thy User: The Role of Research in Great Interactive Designfrog
 
Visual thinking workshop — Interaction South America 2015
Visual thinking workshop — Interaction South America 2015Visual thinking workshop — Interaction South America 2015
Visual thinking workshop — Interaction South America 2015Boon Yew Chew
 

Was ist angesagt? (20)

Andy Kirk Viz Marathon London 2011
Andy Kirk Viz Marathon London 2011Andy Kirk Viz Marathon London 2011
Andy Kirk Viz Marathon London 2011
 
Make Your Stick Figures Work Harder: The 3 C's of Sketching
Make Your Stick Figures Work Harder: The 3 C's of SketchingMake Your Stick Figures Work Harder: The 3 C's of Sketching
Make Your Stick Figures Work Harder: The 3 C's of Sketching
 
Infographics & Data Visualisation
Infographics & Data VisualisationInfographics & Data Visualisation
Infographics & Data Visualisation
 
UXPA 2016 - Kelly Goto's Opening Keynote
UXPA 2016 - Kelly Goto's Opening KeynoteUXPA 2016 - Kelly Goto's Opening Keynote
UXPA 2016 - Kelly Goto's Opening Keynote
 
From Paths to Sandboxes
From Paths to SandboxesFrom Paths to Sandboxes
From Paths to Sandboxes
 
Crowds and Creativity
Crowds and CreativityCrowds and Creativity
Crowds and Creativity
 
Designing Better Experiences - UX London 2013
Designing Better Experiences - UX London 2013Designing Better Experiences - UX London 2013
Designing Better Experiences - UX London 2013
 
Prototyping Information Architecture
Prototyping Information ArchitecturePrototyping Information Architecture
Prototyping Information Architecture
 
Introduction to User Experience Design 10/07/17
Introduction to User Experience Design 10/07/17Introduction to User Experience Design 10/07/17
Introduction to User Experience Design 10/07/17
 
Understanding Information Architecture: A Workshop
Understanding Information Architecture: A WorkshopUnderstanding Information Architecture: A Workshop
Understanding Information Architecture: A Workshop
 
How to supervise your supervisor?
How to supervise your supervisor?How to supervise your supervisor?
How to supervise your supervisor?
 
Analysis report brief
Analysis report briefAnalysis report brief
Analysis report brief
 
DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)
DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)
DIY UX: Give Your Users an Upgrade (Without Calling In a Pro)
 
ACI design and creativity slides 2019 day1
ACI design and creativity slides 2019 day1ACI design and creativity slides 2019 day1
ACI design and creativity slides 2019 day1
 
ACI design and creativity slides 2019 day4
ACI design and creativity slides 2019 day4ACI design and creativity slides 2019 day4
ACI design and creativity slides 2019 day4
 
ACI design and creativity slides 2019 day3
ACI design and creativity slides 2019 day3ACI design and creativity slides 2019 day3
ACI design and creativity slides 2019 day3
 
Advanced Card Sorting and Mixed Method IA Validation
Advanced Card Sorting and Mixed Method IA ValidationAdvanced Card Sorting and Mixed Method IA Validation
Advanced Card Sorting and Mixed Method IA Validation
 
Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...
Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...
Faulty by Design: A Psychological Examination of How Our Decisions Are Guided...
 
Know Thy User: The Role of Research in Great Interactive Design
Know Thy User: The Role of Research in Great Interactive DesignKnow Thy User: The Role of Research in Great Interactive Design
Know Thy User: The Role of Research in Great Interactive Design
 
Visual thinking workshop — Interaction South America 2015
Visual thinking workshop — Interaction South America 2015Visual thinking workshop — Interaction South America 2015
Visual thinking workshop — Interaction South America 2015
 

Andere mochten auch

Andy Kirk Malofiej 20 Presentation
Andy Kirk Malofiej 20 PresentationAndy Kirk Malofiej 20 Presentation
Andy Kirk Malofiej 20 PresentationAndy Kirk
 
Data Visualisation and Infographic Design: 'State of the Union'
Data Visualisation and Infographic Design: 'State of the Union'Data Visualisation and Infographic Design: 'State of the Union'
Data Visualisation and Infographic Design: 'State of the Union'Andy Kirk
 
The 8 Hats of Data Visualisation
The 8 Hats of Data VisualisationThe 8 Hats of Data Visualisation
The 8 Hats of Data VisualisationAndy Kirk
 
This Is Your Brain on Visual Data - SXSW 2015
This Is Your Brain on Visual Data - SXSW 2015This Is Your Brain on Visual Data - SXSW 2015
This Is Your Brain on Visual Data - SXSW 2015Sasha Pasulka
 
Alberto Cairo- Visualizing Data: 5 Principles to Live By
Alberto Cairo- Visualizing Data: 5 Principles to Live ByAlberto Cairo- Visualizing Data: 5 Principles to Live By
Alberto Cairo- Visualizing Data: 5 Principles to Live Byhfcmiami
 
Andy Kirk talk at Big Data World Europe, September 2012
Andy Kirk talk at Big Data World Europe, September 2012Andy Kirk talk at Big Data World Europe, September 2012
Andy Kirk talk at Big Data World Europe, September 2012Andy Kirk
 
The Design of Nothing
The Design of NothingThe Design of Nothing
The Design of NothingAndy Kirk
 
Nova apresentação da seja mais livre
Nova apresentação da seja mais livreNova apresentação da seja mais livre
Nova apresentação da seja mais livreElias Amaral
 
Data Visualisation by Olivier Lorrain
Data Visualisation by Olivier LorrainData Visualisation by Olivier Lorrain
Data Visualisation by Olivier LorrainOlivier Lorrain
 
Theory of Data Visualization_Vinu
Theory of Data Visualization_VinuTheory of Data Visualization_Vinu
Theory of Data Visualization_VinuTanvi Gupta
 
Andy Kirk's Facebook Talk
Andy Kirk's Facebook TalkAndy Kirk's Facebook Talk
Andy Kirk's Facebook TalkAndy Kirk
 
LLEF16 workshop - Mogilev, Belarus
LLEF16 workshop - Mogilev, BelarusLLEF16 workshop - Mogilev, Belarus
LLEF16 workshop - Mogilev, BelarusKiryl Samartsau
 
Information Visualisation - Lecture 2
Information Visualisation - Lecture 2Information Visualisation - Lecture 2
Information Visualisation - Lecture 2Stefan Wasserbauer
 
Designing Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsDesigning Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsAmanda Makulec
 
Information visualisation: 
Data ink design principles
Information visualisation: 
Data ink design principlesInformation visualisation: 
Data ink design principles
Information visualisation: 
Data ink design principlesErik Duval
 
Classification Systems
Classification SystemsClassification Systems
Classification SystemsJohn Reiser
 
The Good, The Bad and The Greys of Data Visualisation Design
The Good, The Bad and The Greys of Data Visualisation DesignThe Good, The Bad and The Greys of Data Visualisation Design
The Good, The Bad and The Greys of Data Visualisation DesignAndy Kirk
 
The Design of Time
The Design of TimeThe Design of Time
The Design of TimeAndy Kirk
 

Andere mochten auch (20)

Andy Kirk Malofiej 20 Presentation
Andy Kirk Malofiej 20 PresentationAndy Kirk Malofiej 20 Presentation
Andy Kirk Malofiej 20 Presentation
 
Data Visualisation and Infographic Design: 'State of the Union'
Data Visualisation and Infographic Design: 'State of the Union'Data Visualisation and Infographic Design: 'State of the Union'
Data Visualisation and Infographic Design: 'State of the Union'
 
The 8 Hats of Data Visualisation
The 8 Hats of Data VisualisationThe 8 Hats of Data Visualisation
The 8 Hats of Data Visualisation
 
This Is Your Brain on Visual Data - SXSW 2015
This Is Your Brain on Visual Data - SXSW 2015This Is Your Brain on Visual Data - SXSW 2015
This Is Your Brain on Visual Data - SXSW 2015
 
Alberto Cairo- Visualizing Data: 5 Principles to Live By
Alberto Cairo- Visualizing Data: 5 Principles to Live ByAlberto Cairo- Visualizing Data: 5 Principles to Live By
Alberto Cairo- Visualizing Data: 5 Principles to Live By
 
Andy Kirk talk at Big Data World Europe, September 2012
Andy Kirk talk at Big Data World Europe, September 2012Andy Kirk talk at Big Data World Europe, September 2012
Andy Kirk talk at Big Data World Europe, September 2012
 
The Design of Nothing
The Design of NothingThe Design of Nothing
The Design of Nothing
 
Mike Bostock
Mike BostockMike Bostock
Mike Bostock
 
Nova apresentação da seja mais livre
Nova apresentação da seja mais livreNova apresentação da seja mais livre
Nova apresentação da seja mais livre
 
Data Visualisation by Olivier Lorrain
Data Visualisation by Olivier LorrainData Visualisation by Olivier Lorrain
Data Visualisation by Olivier Lorrain
 
Theory of Data Visualization_Vinu
Theory of Data Visualization_VinuTheory of Data Visualization_Vinu
Theory of Data Visualization_Vinu
 
Andy Kirk's Facebook Talk
Andy Kirk's Facebook TalkAndy Kirk's Facebook Talk
Andy Kirk's Facebook Talk
 
LLEF16 workshop - Mogilev, Belarus
LLEF16 workshop - Mogilev, BelarusLLEF16 workshop - Mogilev, Belarus
LLEF16 workshop - Mogilev, Belarus
 
Information Visualisation - Lecture 2
Information Visualisation - Lecture 2Information Visualisation - Lecture 2
Information Visualisation - Lecture 2
 
Designing Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health SystemsDesigning Data Visualizations to Strengthen Health Systems
Designing Data Visualizations to Strengthen Health Systems
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Information visualisation: 
Data ink design principles
Information visualisation: 
Data ink design principlesInformation visualisation: 
Data ink design principles
Information visualisation: 
Data ink design principles
 
Classification Systems
Classification SystemsClassification Systems
Classification Systems
 
The Good, The Bad and The Greys of Data Visualisation Design
The Good, The Bad and The Greys of Data Visualisation DesignThe Good, The Bad and The Greys of Data Visualisation Design
The Good, The Bad and The Greys of Data Visualisation Design
 
The Design of Time
The Design of TimeThe Design of Time
The Design of Time
 

Ähnlich wie Fresh Thinking on Communicating with Data

Designing Better Experiences
Designing Better ExperiencesDesigning Better Experiences
Designing Better ExperiencesMatt Gibson
 
Convergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototypingConvergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototypingPriyanka Rana
 
Rapid Product Design in the Wild, Agile 2013
Rapid Product Design in the Wild, Agile 2013Rapid Product Design in the Wild, Agile 2013
Rapid Product Design in the Wild, Agile 2013Michele Ide-Smith
 
Social business preso
Social business presoSocial business preso
Social business presoRick Ladd
 
Design Thinking: A Common Sense Process
Design Thinking: A Common Sense ProcessDesign Thinking: A Common Sense Process
Design Thinking: A Common Sense ProcessMichael Zarro, Ph.D.
 
Trager gaining insights workshop_csw_10-9-12
Trager gaining insights workshop_csw_10-9-12Trager gaining insights workshop_csw_10-9-12
Trager gaining insights workshop_csw_10-9-12Lisa Trager
 
Uxpin guide to_uxdesign_process_and_documentation
Uxpin guide to_uxdesign_process_and_documentationUxpin guide to_uxdesign_process_and_documentation
Uxpin guide to_uxdesign_process_and_documentationMarcelo Graciolli
 
A survival guide for UX in complex environments
A survival guide for UX in complex environmentsA survival guide for UX in complex environments
A survival guide for UX in complex environmentsPaula de Matos
 
Design Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for DevelopersDesign Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for DevelopersBill Bulman
 
Introduction to User Experience Design 10/05/19
Introduction to User Experience Design 10/05/19Introduction to User Experience Design 10/05/19
Introduction to User Experience Design 10/05/19Robert Stribley
 
Introduction to User Experience Design 12/07/19
Introduction to User Experience Design 12/07/19Introduction to User Experience Design 12/07/19
Introduction to User Experience Design 12/07/19Robert Stribley
 
See to believe: capturing insights using contextual inquiry
See to believe: capturing insights using contextual inquirySee to believe: capturing insights using contextual inquiry
See to believe: capturing insights using contextual inquiryDeirdre Costello
 
Participatory Design: Discovering Unmet Needs & New Solutions
Participatory Design: Discovering Unmet Needs & New SolutionsParticipatory Design: Discovering Unmet Needs & New Solutions
Participatory Design: Discovering Unmet Needs & New SolutionsJennifer Briselli
 
Unicorn invasion: A UX workshop for all levels and stuff!
Unicorn invasion: A UX workshop for all levels and stuff!Unicorn invasion: A UX workshop for all levels and stuff!
Unicorn invasion: A UX workshop for all levels and stuff!J+E Creative
 
Creating Knowledge With Users
Creating Knowledge With UsersCreating Knowledge With Users
Creating Knowledge With UsersKenji Hiranabe
 
Mental Modeling For Content Work: Contextual Inquiry, Personas and Planning
Mental Modeling For Content Work: Contextual Inquiry, Personas and PlanningMental Modeling For Content Work: Contextual Inquiry, Personas and Planning
Mental Modeling For Content Work: Contextual Inquiry, Personas and PlanningDaniel Eizans
 
Top Trends In Product Design: Outcomes, Understanding Customers, and Building...
Top Trends In Product Design: Outcomes, Understanding Customers, and Building...Top Trends In Product Design: Outcomes, Understanding Customers, and Building...
Top Trends In Product Design: Outcomes, Understanding Customers, and Building...Jeremy Johnson
 

Ähnlich wie Fresh Thinking on Communicating with Data (20)

Designing Better Experiences
Designing Better ExperiencesDesigning Better Experiences
Designing Better Experiences
 
Convergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototypingConvergent divergent thinking & wireframeprototyping
Convergent divergent thinking & wireframeprototyping
 
Core design meeting 1
Core design meeting 1Core design meeting 1
Core design meeting 1
 
Core design meeting 1
Core design meeting 1Core design meeting 1
Core design meeting 1
 
Rapid Product Design in the Wild, Agile 2013
Rapid Product Design in the Wild, Agile 2013Rapid Product Design in the Wild, Agile 2013
Rapid Product Design in the Wild, Agile 2013
 
Social business preso
Social business presoSocial business preso
Social business preso
 
Design Thinking: A Common Sense Process
Design Thinking: A Common Sense ProcessDesign Thinking: A Common Sense Process
Design Thinking: A Common Sense Process
 
Trager gaining insights workshop_csw_10-9-12
Trager gaining insights workshop_csw_10-9-12Trager gaining insights workshop_csw_10-9-12
Trager gaining insights workshop_csw_10-9-12
 
Uxpin guide to_uxdesign_process_and_documentation
Uxpin guide to_uxdesign_process_and_documentationUxpin guide to_uxdesign_process_and_documentation
Uxpin guide to_uxdesign_process_and_documentation
 
A survival guide for UX in complex environments
A survival guide for UX in complex environmentsA survival guide for UX in complex environments
A survival guide for UX in complex environments
 
Design Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for DevelopersDesign Thinking 101 - An Introduction to Design Thinking for Developers
Design Thinking 101 - An Introduction to Design Thinking for Developers
 
Introduction to User Experience Design 10/05/19
Introduction to User Experience Design 10/05/19Introduction to User Experience Design 10/05/19
Introduction to User Experience Design 10/05/19
 
Introduction to User Experience Design 12/07/19
Introduction to User Experience Design 12/07/19Introduction to User Experience Design 12/07/19
Introduction to User Experience Design 12/07/19
 
See to believe: capturing insights using contextual inquiry
See to believe: capturing insights using contextual inquirySee to believe: capturing insights using contextual inquiry
See to believe: capturing insights using contextual inquiry
 
Participatory Design: Discovering Unmet Needs & New Solutions
Participatory Design: Discovering Unmet Needs & New SolutionsParticipatory Design: Discovering Unmet Needs & New Solutions
Participatory Design: Discovering Unmet Needs & New Solutions
 
Unicorn invasion: A UX workshop for all levels and stuff!
Unicorn invasion: A UX workshop for all levels and stuff!Unicorn invasion: A UX workshop for all levels and stuff!
Unicorn invasion: A UX workshop for all levels and stuff!
 
Creating Knowledge With Users
Creating Knowledge With UsersCreating Knowledge With Users
Creating Knowledge With Users
 
LA Uncubed presentation
LA Uncubed presentationLA Uncubed presentation
LA Uncubed presentation
 
Mental Modeling For Content Work: Contextual Inquiry, Personas and Planning
Mental Modeling For Content Work: Contextual Inquiry, Personas and PlanningMental Modeling For Content Work: Contextual Inquiry, Personas and Planning
Mental Modeling For Content Work: Contextual Inquiry, Personas and Planning
 
Top Trends In Product Design: Outcomes, Understanding Customers, and Building...
Top Trends In Product Design: Outcomes, Understanding Customers, and Building...Top Trends In Product Design: Outcomes, Understanding Customers, and Building...
Top Trends In Product Design: Outcomes, Understanding Customers, and Building...
 

Kürzlich hochgeladen

1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改
1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改
1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改yuu sss
 
毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...
毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...
毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...ttt fff
 
原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档208367051
 
原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degreeyuu sss
 
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证nhjeo1gg
 
专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree
专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree
专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degreeyuu sss
 
办理澳大利亚国立大学毕业证ANU毕业证留信学历认证
办理澳大利亚国立大学毕业证ANU毕业证留信学历认证办理澳大利亚国立大学毕业证ANU毕业证留信学历认证
办理澳大利亚国立大学毕业证ANU毕业证留信学历认证jdkhjh
 
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一z xss
 
CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10
CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10
CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10uasjlagroup
 
Create Web Pages by programming of your chice.pdf
Create Web Pages by programming of your chice.pdfCreate Web Pages by programming of your chice.pdf
Create Web Pages by programming of your chice.pdfworkingdev2003
 
办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一
办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一
办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一diploma 1
 
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一Fi L
 
Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...
Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...
Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...Yantram Animation Studio Corporation
 
西北大学毕业证学位证成绩单-怎么样办伪造
西北大学毕业证学位证成绩单-怎么样办伪造西北大学毕业证学位证成绩单-怎么样办伪造
西北大学毕业证学位证成绩单-怎么样办伪造kbdhl05e
 
Untitled presedddddddddddddddddntation (1).pptx
Untitled presedddddddddddddddddntation (1).pptxUntitled presedddddddddddddddddntation (1).pptx
Untitled presedddddddddddddddddntation (1).pptxmapanig881
 
办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一
办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一
办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一A SSS
 
DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...
DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...
DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...Rishabh Aryan
 
办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一
办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一
办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一F dds
 
Design and Managing Service in the field of tourism and hospitality industry
Design and Managing Service in the field of tourism and hospitality industryDesign and Managing Service in the field of tourism and hospitality industry
Design and Managing Service in the field of tourism and hospitality industryrioverosanniejoy
 

Kürzlich hochgeladen (20)

1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改
1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改
1比1办理美国北卡罗莱纳州立大学毕业证成绩单pdf电子版制作修改
 
毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...
毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...
毕业文凭制作#回国入职#diploma#degree美国威斯康星大学欧克莱尔分校毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#...
 
原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档
原版1:1定制堪培拉大学毕业证(UC毕业证)#文凭成绩单#真实留信学历认证永久存档
 
原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
原版美国亚利桑那州立大学毕业证成绩单pdf电子版制作修改#毕业文凭制作#回国入职#diploma#degree
 
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
在线办理ohio毕业证俄亥俄大学毕业证成绩单留信学历认证
 
专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree
专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree
专业一比一美国亚利桑那大学毕业证成绩单pdf电子版制作修改#真实工艺展示#真实防伪#diploma#degree
 
办理澳大利亚国立大学毕业证ANU毕业证留信学历认证
办理澳大利亚国立大学毕业证ANU毕业证留信学历认证办理澳大利亚国立大学毕业证ANU毕业证留信学历认证
办理澳大利亚国立大学毕业证ANU毕业证留信学历认证
 
Call Girls in Pratap Nagar, 9953056974 Escort Service
Call Girls in Pratap Nagar,  9953056974 Escort ServiceCall Girls in Pratap Nagar,  9953056974 Escort Service
Call Girls in Pratap Nagar, 9953056974 Escort Service
 
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
办理(UC毕业证书)查尔斯顿大学毕业证成绩单原版一比一
 
CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10
CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10
CREATING A POSITIVE SCHOOL CULTURE CHAPTER 10
 
Create Web Pages by programming of your chice.pdf
Create Web Pages by programming of your chice.pdfCreate Web Pages by programming of your chice.pdf
Create Web Pages by programming of your chice.pdf
 
办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一
办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一
办理(麻省罗威尔毕业证书)美国麻省大学罗威尔校区毕业证成绩单原版一比一
 
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
办理学位证(TheAuckland证书)新西兰奥克兰大学毕业证成绩单原版一比一
 
Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...
Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...
Unveiling the Future: Columbus, Ohio Condominiums Through the Lens of 3D Arch...
 
西北大学毕业证学位证成绩单-怎么样办伪造
西北大学毕业证学位证成绩单-怎么样办伪造西北大学毕业证学位证成绩单-怎么样办伪造
西北大学毕业证学位证成绩单-怎么样办伪造
 
Untitled presedddddddddddddddddntation (1).pptx
Untitled presedddddddddddddddddntation (1).pptxUntitled presedddddddddddddddddntation (1).pptx
Untitled presedddddddddddddddddntation (1).pptx
 
办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一
办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一
办理学位证(UCSD证书)美国加利福尼亚大学圣迭戈分校毕业证成绩单原版一比一
 
DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...
DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...
DAKSHIN BIHAR GRAMIN BANK: REDEFINING THE DIGITAL BANKING EXPERIENCE WITH A U...
 
办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一
办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一
办理学位证(SFU证书)西蒙菲莎大学毕业证成绩单原版一比一
 
Design and Managing Service in the field of tourism and hospitality industry
Design and Managing Service in the field of tourism and hospitality industryDesign and Managing Service in the field of tourism and hospitality industry
Design and Managing Service in the field of tourism and hospitality industry
 

Fresh Thinking on Communicating with Data