information visualization: analyzing and presenting data

103
Information Visualization: Analyzing and Presenting Data. a/prof. Andrew Vande Moere Research[x]Design (RxD) Department of Architecture - KU Leuven http://rxd.asro.kuleuven.be Information Aesthetics http://infosthetics.com - @infosthetics Data visualisation lab leuven http://datavislab.org

Upload: andrew-vande-moere

Post on 27-Jan-2015

108 views

Category:

Design


0 download

DESCRIPTION

 

TRANSCRIPT

Page 1: Information Visualization: Analyzing and Presenting Data

Information Visualization: Analyzing and Presenting Data.a/prof. Andrew Vande MoereResearch[x]Design (RxD)Department of Architecture - KU Leuvenhttp://rxd.asro.kuleuven.be Information Aesthetics

http://infosthetics.com - @infosthetics

Data visualisation lab leuvenhttp://datavislab.org

Page 2: Information Visualization: Analyzing and Presenting Data

Information Aesthetics - “Where Form Follows Data”HTTP://infosthetics.com - founded in 2004

Page 3: Information Visualization: Analyzing and Presenting Data

Johny mnemonictristar pictures -1995

Page 4: Information Visualization: Analyzing and Presenting Data

HackersUnited Artists - 1996

Page 5: Information Visualization: Analyzing and Presenting Data

Cyber swap worlds1997

Page 6: Information Visualization: Analyzing and Presenting Data

Stock Market Swarm2004

Page 7: Information Visualization: Analyzing and Presenting Data

Stock Market Swarm2004

Page 8: Information Visualization: Analyzing and Presenting Data

Stock Market Swarm2004

Page 9: Information Visualization: Analyzing and Presenting Data

University Finance2003

Page 10: Information Visualization: Analyzing and Presenting Data

University Finance2003

Page 11: Information Visualization: Analyzing and Presenting Data

emerging popularity of data visualization?

Page 12: Information Visualization: Analyzing and Presenting Data

Ability to collect data is increasing faster than our ability to analyze ithttp://www.popsci.com/technology/article/2011-05/every-six-hours-nsa-gathers-much-data-stored-entire-library-congress

Page 13: Information Visualization: Analyzing and Presenting Data

open data“VLAAMSE OVERHEID KIEST VOOR OPEN DATA” - 2012 - http://www.bestuurszaken.be/vlaamse-overheid-kiest-voor-open-data

Page 14: Information Visualization: Analyzing and Presenting Data

open dataEuropean union open data portal - http://open-data.europa.eu/

Page 15: Information Visualization: Analyzing and Presenting Data

SOCIAL relevancehospital costs - Kitware - http://infovis.kitware.com/hospital-costs/

Page 16: Information Visualization: Analyzing and Presenting Data

new kinds of relevanceTravel Time Maps - Stamen design - http://www.mysociety.org/2007/more-travel-maps/morehousing

Page 17: Information Visualization: Analyzing and Presenting Data

quantified selfStranger Than Fiction - Columbia Pictures - 2006

Page 18: Information Visualization: Analyzing and Presenting Data

quantified selfThe personal analytics of my life- http://blog.stephenwolfram.com/2012/03/the-personal-analytics-of-my-life/

Page 19: Information Visualization: Analyzing and Presenting Data

quantified selfFeltron Annual Year Report - 2005-2012- http://feltron.com

Page 20: Information Visualization: Analyzing and Presenting Data

rich meaning of dataTourists versus Locals - Eric Fischer - 2010 - http://www.flickr.com/photos/walkingsf/sets/72157624209158632/

Page 21: Information Visualization: Analyzing and Presenting Data

rich meaning of dataTourists versus Locals - Eric Fischer - 2010 - http://www.flickr.com/photos/walkingsf/sets/72157624209158632/

Page 22: Information Visualization: Analyzing and Presenting Data

rich meaning of dataDigital Footprinting: Uncovering Tourists with User-Generated Content - 2008

Page 23: Information Visualization: Analyzing and Presenting Data

rich meaning of dataNew york runners visualized - cargo collective - http://cargocollective.com/coopersmith/Nike-Plus-Visualization

Page 24: Information Visualization: Analyzing and Presenting Data

Data visualisation as...

1) tool 2) medium 3) practice 4) communication 5) catalyst

Page 25: Information Visualization: Analyzing and Presenting Data

Data visualisation as a tool.

Page 26: Information Visualization: Analyzing and Presenting Data

choice of visualization techniqueinformation display tips - Cleveland and McGill

Page 27: Information Visualization: Analyzing and Presenting Data

choice of visualization techniqueinformation display tips - http://understandinggraphics.com/visualizations/information-display-tips/

Page 28: Information Visualization: Analyzing and Presenting Data

choice of visualization techniquechart suggestions - 2006 - http://extremepresentation.typepad.com/blog/2006/09/choosing_a_good.html

Page 29: Information Visualization: Analyzing and Presenting Data

time-based visualization techniquesline graph - stacked graph - small multiples - horizon graph

Page 30: Information Visualization: Analyzing and Presenting Data

map-based visualization techniquesflow map - chloropeth map - symbol map - cartogram (DORLING cartogram / bubble map)

Page 31: Information Visualization: Analyzing and Presenting Data

hierarchy-based visualization techniquesflat & radial node-link diagram - dendogram - sunburst -treemap

Page 32: Information Visualization: Analyzing and Presenting Data

network-based visualization techniquesForce-directed network - arc diagram - matrix view

Page 33: Information Visualization: Analyzing and Presenting Data

2. Show causality, mechanism, explanation, systematic structure

3. Show multivariate data, i.e. more than 1 or 2 variables

5. Thoroughly describe the evidence: title, authors and sponsors, data sources, add measurement scales, highlight relevant issues

6. Analytical presentations ultimately stand or fall depending on the quality, relevance and integrity of their content

DATA VisualisatiON good practice guidelinesPrinciples for the Analysis and Presentation of Data - edward Tufte

1. Show comparisons, contrasts, differences

4. Completely integrate words, numbers, images, diagrams

Page 34: Information Visualization: Analyzing and Presenting Data

Data visualisation as a medium.

Page 35: Information Visualization: Analyzing and Presenting Data

data graphicsToday In Dishonest Fox News Charts - http://mediamatters.org/blog/2011/12/12/today-in-dishonest-fox-news-charts/185162

Page 36: Information Visualization: Analyzing and Presenting Data

infografiekHow Osama bin Laden Was Located and Killed - nytimes- 2011 - http://www.nytimes.com/interactive/2011/05/02/world/asia/abbottabad-map-of-where-osama-bin-laden-was-killed.html

Page 37: Information Visualization: Analyzing and Presenting Data

data visualizationVisualizing information flow in science - moritz stefaner - 2009 - http://stefaner.eu/projects/eigenfactor/

Page 38: Information Visualization: Analyzing and Presenting Data

information designCompare countries through their shape - carlo zapponi & vasundhara parakh - http://worldshap.in/#/

Page 39: Information Visualization: Analyzing and Presenting Data

information designVisualizing deletion discussions on wikipedia - moritz stefaner - http://notabilia.net/

Page 40: Information Visualization: Analyzing and Presenting Data

data Illustrationliterary organism - stefanie posavec - http://www.itsbeenreal.co.uk/

Page 41: Information Visualization: Analyzing and Presenting Data

data illustrationPoetry on the road - Boris Müller - http://www.esono.com/boris/projects/poetry06/

Page 42: Information Visualization: Analyzing and Presenting Data

data ARTDNA Portrait - http://dna11.com

Page 43: Information Visualization: Analyzing and Presenting Data

data ARTNonsensical infographics - chad Hagen - 2009

Page 44: Information Visualization: Analyzing and Presenting Data

Data visualisation as design.

Page 45: Information Visualization: Analyzing and Presenting Data

visualization as design“On the Role of Design in Information Visualization” - Vande Moere and Purchase - 2012

Page 46: Information Visualization: Analyzing and Presenting Data

visualization as design“On the Role of Design in Information Visualization” - Vande Moere and Purchase - 2012

Page 47: Information Visualization: Analyzing and Presenting Data

visualisatie in ontwikkeling“On the Role of Design in Information Visualization” - Vande Moere and Purchase - 2012

Page 48: Information Visualization: Analyzing and Presenting Data

ThemeRiver“ThemeRiver: Visualizing Theme Changes over Time” - Havre et al. - 2002

Page 49: Information Visualization: Analyzing and Presenting Data

StreamGraph“Stacked Graphs – Geometry & Aesthetics” - Lee Byron et al. - 2007

Page 50: Information Visualization: Analyzing and Presenting Data

The Ebb and Flow of Movies: Box Office Receipts 1986 - 2008NYTimes - http://www.nytimes.com/interactive/2008/02/23/movies/20080223_REVENUE_GRAPHIC.html

Page 51: Information Visualization: Analyzing and Presenting Data

research -> exploration -> practice

Page 52: Information Visualization: Analyzing and Presenting Data

Movie Narrative ChartsRandall MUnroe - http://xkcd.com/657

Page 53: Information Visualization: Analyzing and Presenting Data

Software Evolution StorylinesOgawa and Ma - 2010

Page 54: Information Visualization: Analyzing and Presenting Data

practice -> research

Page 55: Information Visualization: Analyzing and Presenting Data

Data visualisation ascommunication.

Page 56: Information Visualization: Analyzing and Presenting Data

‘aesthetic’ components of data visualization“Towards a Model of Aesthetics in Information Visualization”, Lau and Vande Moere et al., 2007

Beauty

Meaning

Page 57: Information Visualization: Analyzing and Presenting Data

1. beauty / styleBillion Pound-O-Gram - Information is Beautiful - 2009 - informationisbeautiful.net

Page 58: Information Visualization: Analyzing and Presenting Data

1. beauty / visualization techniquehttp://www.mcclatchydc.com/2012/02/13/138787/obamas-budget-would-shrink-annual.html#.UkBfimSkxNwhttp://www.nytimes.com/interactive/2012/02/13/us/politics/2013-budget-proposal-graphic.html

Page 59: Information Visualization: Analyzing and Presenting Data

2. interaction: interfaceMany Eyes - IBM - http://www-958.ibm.com/software/analytics/manyeyes/

Page 60: Information Visualization: Analyzing and Presenting Data

2. interaction: fluid selectionBaby Name Wizard - http://www.babynamewizard.com/voyager

Page 61: Information Visualization: Analyzing and Presenting Data

2. interaction: animationthe jobless rate for people like you - nytimes - http://www.nytimes.com/interactive/2009/11/06/business/economy/unemployment-lines.html

Page 62: Information Visualization: Analyzing and Presenting Data

3. Interactie: sharing responsibilityBudget Puzzle: You Fix the Budget - NYTimes - http://www.nytimes.com/interactive/2010/11/13/weekinreview/deficits-graphic.html

Page 63: Information Visualization: Analyzing and Presenting Data

3. communication of meaning UK Casualties in Afghanistan and Iraq - BBC News - 2009 - http://www.bbc.co.uk/news/uk-10634102

Page 64: Information Visualization: Analyzing and Presenting Data

3. communication of meaningfaces of the death - nytimes - http://www.nytimes.com/interactive/us/faces-of-the-dead.html

Page 65: Information Visualization: Analyzing and Presenting Data

3. communication of meaning CNN Home and AWAY - http://edition.cnn.com/

Page 66: Information Visualization: Analyzing and Presenting Data

3. communication of meaning aleb Larsen - caleblarsen.com - 2006

Page 67: Information Visualization: Analyzing and Presenting Data

3. communication of meaning aleb Larsen - caleblarsen.com - 2006

Page 68: Information Visualization: Analyzing and Presenting Data

Out of Sight, Out of Mind Pitch Interactive -2013 - http://drones.pitchinteractive.com/

Page 69: Information Visualization: Analyzing and Presenting Data

U.S. Gun Murders in 2010Periscopic - 2013 - http://guns.periscopic.com/

Page 70: Information Visualization: Analyzing and Presenting Data

3. communication of meaning“Narrative Visualization: Telling Stories with Data” - Segel and Heer - 2010

Page 71: Information Visualization: Analyzing and Presenting Data

Data visualisation as catalyst.

Page 72: Information Visualization: Analyzing and Presenting Data

evaluation studieseffectiveness - efficiency - impact of design choices

Page 73: Information Visualization: Analyzing and Presenting Data

NEW Visualization interfacesRxd - work in progress

Page 74: Information Visualization: Analyzing and Presenting Data

social media mapping in BelgiumRxd - (work in progress)

Page 75: Information Visualization: Analyzing and Presenting Data

social media mapping in BelgiumRxd - (work in progress)

Page 76: Information Visualization: Analyzing and Presenting Data

social media mapping in Belgium(work in progress)

Page 77: Information Visualization: Analyzing and Presenting Data

social media mapping in Belgium(work in progress)

Page 78: Information Visualization: Analyzing and Presenting Data

social media mapping in Belgium(work in progress)

Page 79: Information Visualization: Analyzing and Presenting Data

persuasive power of (Public) visualization

Page 80: Information Visualization: Analyzing and Presenting Data

persuasive power of visualization

Page 81: Information Visualization: Analyzing and Presenting Data

Public visualizationWhere is the Money - http://timdevin.com/broadsides.html

Page 82: Information Visualization: Analyzing and Presenting Data

real-time electricity consumption monitors Eco Eye - http://eco-eye.com/

Page 83: Information Visualization: Analyzing and Presenting Data

Externalizing Energy ConsumptionDan Hill (Arup Sydney)

Page 84: Information Visualization: Analyzing and Presenting Data

Externalizing Energy ConsumptionDan Hill (Arup Sydney)

Page 85: Information Visualization: Analyzing and Presenting Data

neighborhood scoreboards“Comparative Feedback in the Street: Exposing Residential Energy Consumption on House Façades”, 2011.

Page 86: Information Visualization: Analyzing and Presenting Data

neighborhood scoreboards“Comparative Feedback in the Street: Exposing Residential Energy Consumption on House Façades”, 2011.

Page 87: Information Visualization: Analyzing and Presenting Data

neighborhood scoreboards“Comparative Feedback in the Street: Exposing Residential Energy Consumption on House Façades”, 2011.

Page 88: Information Visualization: Analyzing and Presenting Data

neighborhood scoreboards“Comparative Feedback in the Street: Exposing Residential Energy Consumption on House Façades”, 2011.

Page 89: Information Visualization: Analyzing and Presenting Data

Average change Public & Private Display - 2.5%Private Display Only - 1%No Display - 0.5%

neighborhood scoreboards“Comparative Feedback in the Street: Exposing Residential Energy Consumption on House Façades”, 2011.

Page 90: Information Visualization: Analyzing and Presenting Data

Civic Smart Meterpublic competition of Building Performance

Page 91: Information Visualization: Analyzing and Presenting Data

Civic Smart Meterpublic competition of Street-wide Performance

Page 92: Information Visualization: Analyzing and Presenting Data

Street visualization"Street Visualization: Raising Awareness for Local Social Issues through a Situated Display”, 2013.

Page 93: Information Visualization: Analyzing and Presenting Data

Street visualization"Street Visualization: Raising Awareness for Local Social Issues through a Situated Display”, 2013.

Page 94: Information Visualization: Analyzing and Presenting Data

Reveal-IT!“Reveal-it!: the impact of a social visualization projection on public awareness and discourse”, 2012

Page 95: Information Visualization: Analyzing and Presenting Data

Reveal-It!“Reveal-it!: the impact of a social visualization projection on public awareness and discourse”, 2012

Page 96: Information Visualization: Analyzing and Presenting Data

Reveal-IT!“Reveal-it!: the impact of a social visualization projection on public awareness and discourse”, 2012

Page 97: Information Visualization: Analyzing and Presenting Data

Myposition“evaluating the impact of a public interactive poll visualization”, submitted 2013.

Page 98: Information Visualization: Analyzing and Presenting Data

Myposition“evaluating the impact of a public interactive poll visualization”, submitted 2013.

Page 99: Information Visualization: Analyzing and Presenting Data

Myposition“evaluating the impact of a public interactive poll visualization”, submitted 2013.

Page 100: Information Visualization: Analyzing and Presenting Data

Myposition“evaluating the impact of a public interactive poll visualization”, submitted 2013.

Page 101: Information Visualization: Analyzing and Presenting Data

Design guidelines“Design Study Methodology: Reflections from the Trenches and the Stacks”Michael Sedlmair, Miriah Meyer, Tamara Munzner, IEEE Infovis 2012

Page 102: Information Visualization: Analyzing and Presenting Data

conclusionSymbiosis of design and visualization

. verken praktijk, onderzoek en kunsten

. integreer schoonheid, interactie en betekenis

. maak verschil tussen exploratie en communicatie

. betracht sociale relevantie van data

. ken cognitieve en good-practice guidelines

Page 103: Information Visualization: Analyzing and Presenting Data

contacThttp://infoscape.org- http://rxd.asro.kuleuven.be - http://datavislab.org - http://infosthetics.com