moritz
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TRANSCRIPT
MORITZ STEFANER
TRUTH & BEAUTY OPERATIONS
ChALS ’12 // Gothenburg
Sep 2012
MORITZ STEFANERTRUTH&BEAUTY OPERATOR
1999 – 2002
2002 – 2005
2005 – 2007
2007 – 2009
2004 – working for Skype, World Economic Forum, dpa, OECD…
Web designer
BSc Cognitive Science
MA Interface Design
Research assistant FH Potsdam
Freelance information visualizer
Organic Link NetworkMoritz Stefaner, 2002
Elastic Tag MapsMoritz Stefaner, 2007
Elastic ListsMoritz Stefaner, 2007
Max Planck Research Networkshttp://max-planck-research-networks.net With Christopher Warnow / onformative
Quantitative analysis with Tableau
name Year
1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011
Max-Planck-Institut für Physik (Werner-Heisenberg-Institut)
Max-Planck-Institut für extraterrestrischePhysik
Max Planck Institut für Kernphysik
Max Planck Institute for Solid StateResearch
Max-Planck-Institut für Radioastronomie
Max-Planck-Institut für Astronomie
Max Planck Gesellschaft zur Förderung derWissenschaften
Max-Planck-Institut fürSonnensystemforschung
Max Planck Institute of Biochemistry
Max-Planck-Institut für Astrophysik
0%10%
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Sheet 1name
Max-Planck-Institut für Physik (Werner-Heisenberg-Institut)
Max-Planck-Institut für extraterrestrische Physik
Max Planck Institut für Kernphysik
Max Planck Institute for Solid State Research
Max-Planck-Institut für Radioastronomie
Max-Planck-Institut für Astronomie
Max Planck Gesellschaft zur Förderung der Wissenschaften
Max-Planck-Institut für Sonnensystemforschung
Max Planck Institute of Biochemistry
Max-Planck-Institut für Astrophysik
Max Planck Institute for Chemistry (Otto Hahn Institute)
Max Planck Institute for Molecular Genetics
Max Planck Institute for Polymer Research
Max-Planck-Institut für Plasmaphysik
Max Planck Institute for Metals Research
Fritz Haber Institute of the Max Planck Society
Max Planck Institute for Biophysical Chemistry (Karl Friedrich Bonhoeffer Institute)
Max-Planck-Institut für Quantenoptik
Max-Planck-Institute for the Physics of Complex Systems
Max-Planck-Institut für Psychiatrie
The trend of % of Total Weight for Year broken dow n by name. Color show s details about name. Details are show n for name. The view is f il-tered on name and Year. The name filter has multiple members selected. The Year f ilter keeps 22 members. Percents are based on each col-umn of the table.
name
1993 1998 2003 2008Calculation1
Max-Planck-Institut für Physik (Werner-Heisenberg-Institut)
Max-Planck-Institut für extraterrestrischePhysik
Max Planck Institut für Kernphysik
Max Planck Institute for Solid StateResearch
Max-Planck-Institut für Radioastronomie
Max-Planck-Institut für Astronomie
Max Planck Gesellschaft zur Förderung derWissenschaften
Max-Planck-Institut fürSonnensystemforschung
Max Planck Institute of Biochemistry
Max-Planck-Institut für Astrophysik
0%10%
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Sheet 1
The trend of % of Total Weight for Calculation1 broken dow n by name. Details are show n f or name. The data is f iltered on Year, w hich keeps 22 members. The view ison name, w hich has multiple members selected. Percents are based on each column of the table.
Data analysis with Gephi, custom tools
MPI für Physik (Werner-Heisenberg-Institut)
MPI für extraterrestrische Physik
MPI für Kernphysik
MPI für Radioastronomie
MPI für Astronomie
MPI for Solid State Research
MPI für Astrophysik
MPI für Sonnensystemforschung
Max Planck Gesellschaft zur Förderung der Wissens…
MPI für Plasmaphysik
MPI for Chemistry (Otto Hahn Institute)
MPI of Biochemistry
MPI for Metals Research
MPI for Molecular Genetics
MPI for Polymer Research
Fritz Haber Institute of the Max Planck Society
MPI for Biophysical Chemistry (Karl Friedrich Bon…
MPI für Quantenoptik
MPI for Gravitational Physics (Albert Einstein In…
MPI for the Physics of Complex Systems
MPI fur Kolloid Und Grenzflachenforschung Potsdam
MPI für Psychiatrie
MPI for Meteorology
MPI für Biogeochemie Jena
MPI of Microstructure Physics
MPI for Evolutionary Anthropology
MPI for Developmental Biology
MPI for Gravitational Physics (Hannover) (Albert …
Max-Planck Institut für Chemische Physik fester S…
MPI für molekulare Physiologie
MPI für Medizinische Forschung Heidelberg
MPI für Züchtungsforschung
MPI für marine Mikrobiologie
MPI für Dynamik Und Selbstorganisation Göttingen
MPI für Experimentelle Medizin
MPI of Immunobiology
MPI für Informatik
MPI für Kohlenforschung
MPI für Kognitions- und Neurowissenschaften
MPI for Biological Cybernetics
MPI of Molecular Cell Biology and Genetics
MPI für Hirnforschung
MPI for Infection Biology
MPI fur Chemische Okologie
MPI für Bioanorganische Chemie
MPI of Molecular Plant Physiology
MPI of Neurobiology
MPI of Biophysics
MPI für Eisenforschung
MPI für Bildungsforschung
MPI for Ornithology (Former: Max Planck Research …
MPI für Terrestrische Mikrobiologie
MPI for Mathematics in the Sciences
MPI für Herz- und Lungenforschung
Max-Plack-Institut für Neurologische Forschung Kö…
MPI für molekulare Biomedizin
MPI fur Mathematik
MPI for Psycholinguistics
MPI for Dynamics of Complex Technical Systems
MPI für Limnologie
Max-Plack-Institut für demografische Forschung
MPI für Verhaltensphysiologie
MPI für Ökonomik
MPI of Experimental Endocrinology
Friedrich Miescher Laboratory of the Max Planck S…
Max-Planck-Arbeitsgruppen für strukturelle Moleku…
MPI für Evolutionsbiologie
Max Planck Research Unit for Enzymology of Protei…MPI für Zellbiologie
International Max Planck Research School on Earth…
MPI for Research On Collective Goods
MPI fur Neurologische Forschung Koln
MPI for the History of Science
MPI for Software Systems
MPI für Gesellschaftsforschung
MPI for Social Anthropology
MPI für Virusforschung
MPF, Institut fü Optik, Information und Photonik
International Max Planck Research School for Comp…
Max Planck Inst. Evol. Anthropol
Planck Institute for Nuclear Physics (MPIK)
MPI for Foreign and International Criminal Law
MPI for Terrestrial Microbiology Marburg
MPI fur Auslandisches Offentliches Recht Und Volk…
Max-Planck-Inst. F.
MPI für Physik und Astrophysik
Max-Planck
MPI fur Informatik
MPI
MPI of Colloids and Interfaces
MPI
MPI für Strahlenchemie
MPI for Intellectual Property
Layouts
Interaction tests
DIVIDE & CONQUERFIND THE SMALL DATA INSIDE THE BIG DATA
well-formed.eigenfactorMoritz Stefaner & Eigenfactor Team, 2009 | http://well-formed.eigenfactor.org
Hierarchical Edge Bundling
Danny Holten: Hierarchical Edge Bundles: Visualization of Adjacency Relations in Hierarchical Data, IEEE Transactions on Visualization and
Computer Graphics, Vol. 12, No. 5, September/October 2006
Danny Holten and Jarke J. van Wijk: Force-Directed Edge Bundling for Graph Visualization, Eurographics/ IEEE-VGTC Symposium on Visualization
2009, Volume 28 (2009), Number 3
GROUP AND ORDERROUTE THOSE EDGES
LOOK MA, NO LINESPHYSICAL METAPHOR
OECD Better Life Index
xCountry score profile User–defined weight profile
Dimensions Score x Importance
Dimensions Score
Importance
Dimensions Score
Opacity: Importance
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3
…
Rank visualization
Legend / help
Controls for weights
Country visualization
Country visualization
Country visualization
Country visualization
Country visualization
Country visualization
Country visualization
Country visualization
Country visualization
Score
changes scores and country visualizations
Share
Controls for weights Controls for weights
generic in line with visualization
Design Iterations (excerpt)
http://vimeo.com/24609043
How often has each rating been assigned to each topic?
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0 1 2 3 4 5
Governance is quite unpopular
Little clicks, despite being thedefault
Most popular topics:Education, Health, Life
satisfaction
Housing Income Jobs Community Education Environment Governance Health Life Satisfaction Safety Work-Life Balance
emoto design team
Moritz Stefaner
Studio NAND
Drew Hemment
(Future Everything)
A FutureEverything project with MIT Senseable City Lab for the Cultural Olympiad programme
and London 2012 Festival.
Co-sponsored by GE and funded by Arts Council England and WE PLAY/Legacy Trust UK.
Infrastructure design & development by Gerrit Kaiser.
Citizen journalism by Andy Miah
Evaluation and blogging by Ege Sezen.
Project management by Leon Seth and Nick Lawrenson.
Communications by Jo Williams, Anita Morris Associates.
Emoto is produced by FutureEverything and Studio NAND. Emoto in London is produced by
(or presented by) MIT Senseable Cities Lab and GE as part of Emoto (emoto2012.org).
The games Social media
response
:):(
Sentiment analysis,
classification
x
#goldmedal
#hockey
Real time data visualization
Data sculpture
Data journalism
Events
Nations
!"#$%&'()*%*+,%-(../'/0/*,.%(1%()2%*,&3%*+/.%4,&25%
67%82&9:%&;<%=/,0<>>>%?@,A2,67{Discipline} {Emotion}
{Emotion}
{Nation}
http://twitter.com/#!/jnadzam11/status/10838926220185600228/08/2010 by Josh Nadzam
6.&/;%B(0*%1&0.,%.*&2*.%&;<%CDE.%/;%FGG3%1/;&0%/;%
C&,H)%@(20<%I+&3-/(;.+/-.%(1%82&9:%J%=/,0<%
!""#$%%&&&'()*+,-*.'/0')1%2#0+"%3{Discipline}
{Press article}
{Emotion} {Event}{Athlete->Nation}
http://twitter.com/#!/NevilleABC17/status/10792320908041420828/08/2010 by Neville Miller
SAMPLE DATATaken from the Athletics World Championships 2011
Phelps Phelps Phelps Phelps
Phelps Bolt Hockey Soccer
each triangle corresponds to a number of tweets with a specific sentiment (e.g score +7) for that topic, size and intensity indicate amount of tweets
these are crap -->
HOCKEY HOCKEYHOCKEY HOCKEYHOCKEYHOCKEY
A) shortest cathethus aligned to hypothenuse swapping position alternately
B) shortest cathethus aligned to hypothenuse swapping position alternately mirroring after 4th element
B) shortest cathethus aligned to hypothenuse swapping position alternately mirroring alternately
HOW CAN WE
USE FOODFOR DATA EXPRESSION?
WHAT ARE THE
CULINARY VARIABLESWE CAN WORK WITH?
Antti Nurkka Natalie Aubret Susanne Jaschko Miska Knapekpixelache.ac prozessagenten.orgfoodidea.fi knapek.org
Lakmoussetikkahttp://data-cuisine.net/data-dishes/lakmoussetikka/Nathalie Aubret & Melinda Sipos
Kippis!http://data-cuisine.net/data-dishes/alcohol-consumption-map/Essi Kärkkäinen
Age & Language in Lentilshttp://data-cuisine.net/data-dishes/age-language-in-lentils/Matt Zumwalt
Happiness Cocktailhttp://data-cuisine.netJen Lowe
Lettuce de luxhttp://data-cuisine.net/data-dishes/lettuce-de-lux/Nathalie Aubret and Melinda Sipos
Spice foreigners between pastahttp://data-cuisine.net/data-dishes/spiced-foreigners-between-Symeon Delikaris-Manias
Criminal herring in fur coathttp://data-cuisine.net/data-dishes/criminal-herring-in-fur-coat/Dmitrii Rogozhin
A FEW THINGS I LEARNED
LEARNING THROUGH PLAYFUL EXPLORATION
TELL A STORY
TELL A THOUSAND STORIES…BUT NOT ALL AT ONCE!
IT IS ALL ABOUT RELATIONS
EVEN WHEN ALL YOU HAVE IS NUMBERS
USA
Annual health spending per person: $7920Average life expectancy at birth: 78 years
http://blogs.ngm.com/blog_central/2009/12/the-cost-of-care.html
Workflow
CLARIFYWHAT & WHY
EXPLORE & SKETCH
DEFINE & PRODUCE
MAINTAIN & ANALYZE
CONTEXT & GOALS DATA
Data analysis withstandard tools:
Excel, Tableau, R
Visual explorations basedon real data
Functional prototypes
High level constraints, goals and intuitions
Visual design
Interaction design
Implementation
Testing
User tracking and analysis
Updates, extensions
LAUNCHREDEFINE
CLARIFYWHAT & WHY
EXPLORE & SKETCH
DEFINE & PRODUCE
MAINTAIN & ANALYZE
CONTEXT & GOALS DATA
LAUNCH“LET THE DATA SET CHANGE YOUR MIND SET”
(ROSLING)
LET THE USERSCHANGE YOUR MIND SET
Feedback loops
ON TRUTH & BEAUTY
"When I'm working on a problem, I never think about beauty.
I think only how to solve the problem.
But when I have finished, if the solution is not beautiful, I know it is wrong."
R. Buckminster Fuller (1895-1983)
THANKS!
Q? A!
http://moritz.stefaner.eu
@moritz_stefaner
http://well-formed-data.net
http://datastori.es
http://datastori.espodcast
together withEnrico Bertini