SlideShare a Scribd company logo
cf. city flows
Till Nagel & Christopher Pietsch
A comparative visualization of urban bike mobility
MapTime Berlin, 28 June 2016
NationalGeographic
Meandering design process
Urban data visualizations
Our previous work
Touching Transport
Shanghai Metro Flow
Isoscope
LiquiData
Concept
General idea of the project
cf. city flows is a visualization of urban bike mobility.
cf. city flows is a visualization of urban bike mobility
designed to help citizens analyze bike-sharing system.
cf. city flows is a visualization of urban bike mobility
designed to help citizens casually analyze bike-sharing
systems in the context of a public exhibition space.
cf. city flows is a visualization environment of urban bike
mobility designed to help citizens casually analyze bike-
sharing systems in the context of a public exhibition
space. Large screens show the space of flows in bike
sharing.
cf. city flows is a comparative visualization environment
of urban bike mobility designed to help citizens casually
analyze three bike-sharing systems in the context of a
public exhibition space. Multiple large screens show the
space of flows in bike sharing for three selected cities:
New York, Berlin, and London.
cf. city flows is a comparative visualization environment
of urban bike mobility designed to help citizens casually
analyze three bike-sharing systems in the context of a
public exhibition space. Multiple large screens show the
space of flows in bike sharing for three selected cities:
New York, Berlin, and London. Bike journeys are
represented in three geospatial visualizations.
cf. city flows is a comparative visualization environment
of urban bike mobility designed to help citizens casually
analyze three bike-sharing systems in the context of a
public exhibition space. Multiple large screens show the
space of flows in bike sharing for three selected cities:
New York, Berlin, and London. Bike journeys are
represented in three geospatial visualizations designed to
be progressively more analytical, from animated trails
to small-multiple glyphs.
Bike Sharing Data
Collecting, processing, and analyzing data sets
London
Santander Cycles
Berlin
Call a Bike
New York
Citibike
alanlevin
RudolfSimon
Nick-D
London
Santander Cycles
Berlin
Call a Bike
New York
Citibike
20° C
3 June 2015
21° C 21° C
alanlevin
RudolfSimon
Nick-D
Raw data
Visual Experiments
Digging into the data
HERERoutingAPI
Design Considerations
Comparing vastly different cities
Basemap
TillNagel
Comparing cities
TheStar,gridbyRobinChubb
Eurostat
Scaling maps
Scaling data encoding
Three viewing modes
Different levels of spatial and temporal granularity
•  City-wide view
•  Station view
•  Small-multiple view
Three viewing modes
City-wide view
Station view
Small-multiple view
Staged Analysis
From Evocative to Comparative Visualizations
Transitions
Guide through visualizations
Exhibition
Streams & Traces
Website:PhillipKortlang&ChrisMagiera
Productdesign:SamiraAkhavan,AndreaBiedermann,ChristianMünch
Observations
Feedback and Insights
Photo:StephanieNeumann
Comparisons as conversation starters
Challenging complexity
SüddeutscheZeitung
Thank you.
http://tillnagel.com – twitter: @tillnm
Dr. Till Nagel & Christopher Pietsch
Urban Complexity Lab, FH Potsdam

More Related Content

What's hot

Spatial Information for Bicycling Research
Spatial Information for Bicycling ResearchSpatial Information for Bicycling Research
Spatial Information for Bicycling Research
Martin L
 
GIS On Demand Deck
GIS On Demand DeckGIS On Demand Deck
GIS On Demand Deck
Roy Tertman
 
Mapbox Cities tackles Vision Zero in collaboration with DDOT
Mapbox Cities tackles Vision Zero in collaboration with DDOTMapbox Cities tackles Vision Zero in collaboration with DDOT
Mapbox Cities tackles Vision Zero in collaboration with DDOT
Christina Franken
 
CyberCity 3D Global Smart Cities Showcase
CyberCity 3D Global Smart Cities ShowcaseCyberCity 3D Global Smart Cities Showcase
CyberCity 3D Global Smart Cities Showcase
Tim Hughes
 
Transport without Planners
Transport without PlannersTransport without Planners
Transport without Planners
Andrew Nash
 
4 f ballegeer - seize the real world
4   f ballegeer - seize the real world4   f ballegeer - seize the real world
4 f ballegeer - seize the real worldresearch4geomatica
 
Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...
Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...
Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...
WRI Ross Center for Sustainable Cities
 
Participatory tool and results of the Boston implementation / Pilot on smartp...
Participatory tool and results of the Boston implementation / Pilot on smartp...Participatory tool and results of the Boston implementation / Pilot on smartp...
Participatory tool and results of the Boston implementation / Pilot on smartp...
BRTCoE
 
(Un)Plugging Smart Cities with Urban Transformations
(Un)Plugging Smart Cities with Urban Transformations(Un)Plugging Smart Cities with Urban Transformations
(Un)Plugging Smart Cities with Urban Transformations
Dr Igor Calzada, MBA, FeRSA
 
Unfolding - Workshop at RCA
Unfolding - Workshop at RCAUnfolding - Workshop at RCA
Unfolding - Workshop at RCA
Till Nagel
 
Lessons learned from the winter cycling survey
Lessons learned from the winter cycling surveyLessons learned from the winter cycling survey
Lessons learned from the winter cycling survey
Martin L
 
UrbanEyes
UrbanEyesUrbanEyes
UrbanEyes
Miro Cupak
 
CK2017: Regulatory Challenges in Urban Mobility - The Road Ahead
CK2017: Regulatory Challenges in Urban Mobility - The Road AheadCK2017: Regulatory Challenges in Urban Mobility - The Road Ahead
CK2017: Regulatory Challenges in Urban Mobility - The Road Ahead
WRI Ross Center for Sustainable Cities
 
RV 2014: Innovative Partnerships- Silo Hopping to Engage Communities
RV 2014: Innovative Partnerships- Silo Hopping to Engage CommunitiesRV 2014: Innovative Partnerships- Silo Hopping to Engage Communities
RV 2014: Innovative Partnerships- Silo Hopping to Engage Communities
Rail~Volution
 
BRT Book Presentation
BRT Book PresentationBRT Book Presentation
BRT Book Presentation
BRTCoE
 
Urban Data Challenge - Christopher A. Pangilinan
Urban Data Challenge - Christopher A. PangilinanUrban Data Challenge - Christopher A. Pangilinan
Urban Data Challenge - Christopher A. Pangilinanswissnex San Francisco
 
Open : Data : Culture
Open : Data : CultureOpen : Data : Culture
Open : Data : Culture
Julian Tait
 
Transport mapping: The OSM Route
Transport mapping: The OSM RouteTransport mapping: The OSM Route
Transport mapping: The OSM Route
Harry Wood
 
History and Applications of Online Mapping
History and Applications of Online MappingHistory and Applications of Online Mapping
History and Applications of Online Mapping
digitaljournalism.org
 

What's hot (20)

Urban Data Challenge
Urban Data ChallengeUrban Data Challenge
Urban Data Challenge
 
Spatial Information for Bicycling Research
Spatial Information for Bicycling ResearchSpatial Information for Bicycling Research
Spatial Information for Bicycling Research
 
GIS On Demand Deck
GIS On Demand DeckGIS On Demand Deck
GIS On Demand Deck
 
Mapbox Cities tackles Vision Zero in collaboration with DDOT
Mapbox Cities tackles Vision Zero in collaboration with DDOTMapbox Cities tackles Vision Zero in collaboration with DDOT
Mapbox Cities tackles Vision Zero in collaboration with DDOT
 
CyberCity 3D Global Smart Cities Showcase
CyberCity 3D Global Smart Cities ShowcaseCyberCity 3D Global Smart Cities Showcase
CyberCity 3D Global Smart Cities Showcase
 
Transport without Planners
Transport without PlannersTransport without Planners
Transport without Planners
 
4 f ballegeer - seize the real world
4   f ballegeer - seize the real world4   f ballegeer - seize the real world
4 f ballegeer - seize the real world
 
Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...
Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...
Technology and Big Data - Transforming Infrastructure Planning & Design - Pau...
 
Participatory tool and results of the Boston implementation / Pilot on smartp...
Participatory tool and results of the Boston implementation / Pilot on smartp...Participatory tool and results of the Boston implementation / Pilot on smartp...
Participatory tool and results of the Boston implementation / Pilot on smartp...
 
(Un)Plugging Smart Cities with Urban Transformations
(Un)Plugging Smart Cities with Urban Transformations(Un)Plugging Smart Cities with Urban Transformations
(Un)Plugging Smart Cities with Urban Transformations
 
Unfolding - Workshop at RCA
Unfolding - Workshop at RCAUnfolding - Workshop at RCA
Unfolding - Workshop at RCA
 
Lessons learned from the winter cycling survey
Lessons learned from the winter cycling surveyLessons learned from the winter cycling survey
Lessons learned from the winter cycling survey
 
UrbanEyes
UrbanEyesUrbanEyes
UrbanEyes
 
CK2017: Regulatory Challenges in Urban Mobility - The Road Ahead
CK2017: Regulatory Challenges in Urban Mobility - The Road AheadCK2017: Regulatory Challenges in Urban Mobility - The Road Ahead
CK2017: Regulatory Challenges in Urban Mobility - The Road Ahead
 
RV 2014: Innovative Partnerships- Silo Hopping to Engage Communities
RV 2014: Innovative Partnerships- Silo Hopping to Engage CommunitiesRV 2014: Innovative Partnerships- Silo Hopping to Engage Communities
RV 2014: Innovative Partnerships- Silo Hopping to Engage Communities
 
BRT Book Presentation
BRT Book PresentationBRT Book Presentation
BRT Book Presentation
 
Urban Data Challenge - Christopher A. Pangilinan
Urban Data Challenge - Christopher A. PangilinanUrban Data Challenge - Christopher A. Pangilinan
Urban Data Challenge - Christopher A. Pangilinan
 
Open : Data : Culture
Open : Data : CultureOpen : Data : Culture
Open : Data : Culture
 
Transport mapping: The OSM Route
Transport mapping: The OSM RouteTransport mapping: The OSM Route
Transport mapping: The OSM Route
 
History and Applications of Online Mapping
History and Applications of Online MappingHistory and Applications of Online Mapping
History and Applications of Online Mapping
 

Similar to cf. city flows - A comparative visualization of bike sharing systems

Urbica Design showcases (may 2016)
Urbica Design showcases  (may 2016)Urbica Design showcases  (may 2016)
Urbica Design showcases (may 2016)
Andrey Karmatsky
 
Michael | Bikeability Workshop December 2010
Michael | Bikeability Workshop December 2010Michael | Bikeability Workshop December 2010
Michael | Bikeability Workshop December 2010Morten Meyer
 
How do you envision the city of the future?
How do you envision the city of the future?How do you envision the city of the future?
How do you envision the city of the future?
Vadimas Komarskis
 
Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...
Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...
Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...iCOMMUNITY
 
Analysis Of Mobility Patterns For Urban Taxi Cabs
Analysis Of Mobility Patterns For Urban Taxi CabsAnalysis Of Mobility Patterns For Urban Taxi Cabs
Analysis Of Mobility Patterns For Urban Taxi Cabs
Dustin Pytko
 
Urban Systems Collaborative Seminar | Michael Batty, Perspectives on Smart C...
Urban Systems Collaborative Seminar | Michael Batty,  Perspectives on Smart C...Urban Systems Collaborative Seminar | Michael Batty,  Perspectives on Smart C...
Urban Systems Collaborative Seminar | Michael Batty, Perspectives on Smart C...urbansystemssymposium
 
Visualizing nyc
Visualizing nycVisualizing nyc
Visualizing nyc
Giorgia Lupi
 
EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...
EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...
EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...
European Data Forum
 
Mapping urban data (Urbica Design)
Mapping urban data (Urbica Design)Mapping urban data (Urbica Design)
Mapping urban data (Urbica Design)
Andrey Karmatsky
 
The Future of Maps for Mobility / Geography2050
The Future of Maps for Mobility / Geography2050The Future of Maps for Mobility / Geography2050
The Future of Maps for Mobility / Geography2050
Janine Yoong
 
Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...
Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...
Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...
serena pollastri
 
Tim Stonor Low Carbon Masterplanning
Tim Stonor Low Carbon MasterplanningTim Stonor Low Carbon Masterplanning
Tim Stonor Low Carbon MasterplanningTim Stonor
 
Big data analysis and scheduling optimization system oriented assembly proces...
Big data analysis and scheduling optimization system oriented assembly proces...Big data analysis and scheduling optimization system oriented assembly proces...
Big data analysis and scheduling optimization system oriented assembly proces...
nexgentechnology
 
City lines designing hybrid hub and-spoke transit system with urban big data
City lines designing hybrid hub and-spoke transit system with urban big dataCity lines designing hybrid hub and-spoke transit system with urban big data
City lines designing hybrid hub and-spoke transit system with urban big data
nexgentechnology
 
The End of Transport Behaviour Modelling
The End of Transport Behaviour ModellingThe End of Transport Behaviour Modelling
The End of Transport Behaviour Modelling
Andrew Nash
 
SENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATA
SENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATASENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATA
SENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATA
National Cheng Kung University
 
Smart Cities and Open Governments (IT In Transit #33)
Smart Cities and Open Governments (IT In Transit #33)Smart Cities and Open Governments (IT In Transit #33)
Smart Cities and Open Governments (IT In Transit #33)
Miqui Mel
 
Challenging LarKC with Urban Computing
Challenging LarKC with Urban ComputingChallenging LarKC with Urban Computing
Challenging LarKC with Urban ComputingEmanuele Della Valle
 
2021 GGSD Forum - Session 1: Urban transport and city design
2021 GGSD Forum - Session 1: Urban transport and city design2021 GGSD Forum - Session 1: Urban transport and city design
2021 GGSD Forum - Session 1: Urban transport and city design
OECD Environment
 

Similar to cf. city flows - A comparative visualization of bike sharing systems (20)

Urbica Design showcases (may 2016)
Urbica Design showcases  (may 2016)Urbica Design showcases  (may 2016)
Urbica Design showcases (may 2016)
 
Michael | Bikeability Workshop December 2010
Michael | Bikeability Workshop December 2010Michael | Bikeability Workshop December 2010
Michael | Bikeability Workshop December 2010
 
How do you envision the city of the future?
How do you envision the city of the future?How do you envision the city of the future?
How do you envision the city of the future?
 
Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...
Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...
Innovative city convention 2013 - Workshop 1 Overcoming the smart city challe...
 
Analysis Of Mobility Patterns For Urban Taxi Cabs
Analysis Of Mobility Patterns For Urban Taxi CabsAnalysis Of Mobility Patterns For Urban Taxi Cabs
Analysis Of Mobility Patterns For Urban Taxi Cabs
 
Urban Systems Collaborative Seminar | Michael Batty, Perspectives on Smart C...
Urban Systems Collaborative Seminar | Michael Batty,  Perspectives on Smart C...Urban Systems Collaborative Seminar | Michael Batty,  Perspectives on Smart C...
Urban Systems Collaborative Seminar | Michael Batty, Perspectives on Smart C...
 
Visualizing nyc
Visualizing nycVisualizing nyc
Visualizing nyc
 
EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...
EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...
EDF2014: Talk of Axel Polleres, Full Professor, WU - Vienna University of Eco...
 
GAFFTA-Cities catalog
GAFFTA-Cities catalogGAFFTA-Cities catalog
GAFFTA-Cities catalog
 
Mapping urban data (Urbica Design)
Mapping urban data (Urbica Design)Mapping urban data (Urbica Design)
Mapping urban data (Urbica Design)
 
The Future of Maps for Mobility / Geography2050
The Future of Maps for Mobility / Geography2050The Future of Maps for Mobility / Geography2050
The Future of Maps for Mobility / Geography2050
 
Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...
Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...
Drawing Futures Together. Diagrams for the Design of Scenarios of Liveable Ci...
 
Tim Stonor Low Carbon Masterplanning
Tim Stonor Low Carbon MasterplanningTim Stonor Low Carbon Masterplanning
Tim Stonor Low Carbon Masterplanning
 
Big data analysis and scheduling optimization system oriented assembly proces...
Big data analysis and scheduling optimization system oriented assembly proces...Big data analysis and scheduling optimization system oriented assembly proces...
Big data analysis and scheduling optimization system oriented assembly proces...
 
City lines designing hybrid hub and-spoke transit system with urban big data
City lines designing hybrid hub and-spoke transit system with urban big dataCity lines designing hybrid hub and-spoke transit system with urban big data
City lines designing hybrid hub and-spoke transit system with urban big data
 
The End of Transport Behaviour Modelling
The End of Transport Behaviour ModellingThe End of Transport Behaviour Modelling
The End of Transport Behaviour Modelling
 
SENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATA
SENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATASENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATA
SENSING AND PREDICTING THE PULSE OF THE CITY LEVERAGING BIKE SHARING OPEN DATA
 
Smart Cities and Open Governments (IT In Transit #33)
Smart Cities and Open Governments (IT In Transit #33)Smart Cities and Open Governments (IT In Transit #33)
Smart Cities and Open Governments (IT In Transit #33)
 
Challenging LarKC with Urban Computing
Challenging LarKC with Urban ComputingChallenging LarKC with Urban Computing
Challenging LarKC with Urban Computing
 
2021 GGSD Forum - Session 1: Urban transport and city design
2021 GGSD Forum - Session 1: Urban transport and city design2021 GGSD Forum - Session 1: Urban transport and city design
2021 GGSD Forum - Session 1: Urban transport and city design
 

More from Till Nagel

Visually analyzing urban mobility - Results and insights from three student r...
Visually analyzing urban mobility - Results and insights from three student r...Visually analyzing urban mobility - Results and insights from three student r...
Visually analyzing urban mobility - Results and insights from three student r...
Till Nagel
 
GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...
GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...
GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...
Till Nagel
 
Unfolding Spatial Data
Unfolding Spatial DataUnfolding Spatial Data
Unfolding Spatial Data
Till Nagel
 
Human-Data Interaction
Human-Data InteractionHuman-Data Interaction
Human-Data Interaction
Till Nagel
 
Einführung in die Datenvisualisierung - Workshop
Einführung in die Datenvisualisierung - WorkshopEinführung in die Datenvisualisierung - Workshop
Einführung in die Datenvisualisierung - Workshop
Till Nagel
 
Inszenierte Analyse - Von attraktiver Visualisierung zu tieferem Verständnis
Inszenierte Analyse - Von attraktiver Visualisierung zu tieferem VerständnisInszenierte Analyse - Von attraktiver Visualisierung zu tieferem Verständnis
Inszenierte Analyse - Von attraktiver Visualisierung zu tieferem Verständnis
Till Nagel
 
Meandering - On the design process of visualizations
Meandering - On the design process of visualizationsMeandering - On the design process of visualizations
Meandering - On the design process of visualizations
Till Nagel
 
Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...
Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...
Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...
Till Nagel
 
Unfolding - A Library for Interactive Maps and Geovisualizations
Unfolding - A Library for Interactive Maps and GeovisualizationsUnfolding - A Library for Interactive Maps and Geovisualizations
Unfolding - A Library for Interactive Maps and Geovisualizations
Till Nagel
 
Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...
Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...
Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...
Till Nagel
 
mæve
mævemæve
mæve
Till Nagel
 
Multitouch Lab Intro - Urbane Ebenen
Multitouch Lab Intro - Urbane EbenenMultitouch Lab Intro - Urbane Ebenen
Multitouch Lab Intro - Urbane Ebenen
Till Nagel
 
Sankey Arcs - Visualizing edge weights in path graphs
Sankey Arcs - Visualizing edge weights in path graphsSankey Arcs - Visualizing edge weights in path graphs
Sankey Arcs - Visualizing edge weights in path graphs
Till Nagel
 
Interactive Exploration of Geospatial Network Visualization
Interactive Exploration of Geospatial Network Visualization Interactive Exploration of Geospatial Network Visualization
Interactive Exploration of Geospatial Network Visualization
Till Nagel
 
Live Singapore - Interaktive Visualisierungen urbaner Daten
Live Singapore - Interaktive Visualisierungen urbaner DatenLive Singapore - Interaktive Visualisierungen urbaner Daten
Live Singapore - Interaktive Visualisierungen urbaner Daten
Till Nagel
 
Unfolding Library for Interactive Maps
Unfolding Library for Interactive MapsUnfolding Library for Interactive Maps
Unfolding Library for Interactive Maps
Till Nagel
 
GeoVis - More than Zoom and Pan
GeoVis - More than Zoom and PanGeoVis - More than Zoom and Pan
GeoVis - More than Zoom and Pan
Till Nagel
 
GeoVisualization for Understanding Cities
GeoVisualization for Understanding CitiesGeoVisualization for Understanding Cities
GeoVisualization for Understanding CitiesTill Nagel
 
Unfolding Data - Interaction Design for Visualizations of Geospatial Data
Unfolding Data - Interaction Design for Visualizations of Geospatial DataUnfolding Data - Interaction Design for Visualizations of Geospatial Data
Unfolding Data - Interaction Design for Visualizations of Geospatial Data
Till Nagel
 
Creative Coding 1 - 2 Variables
Creative Coding 1 - 2 VariablesCreative Coding 1 - 2 Variables
Creative Coding 1 - 2 VariablesTill Nagel
 

More from Till Nagel (20)

Visually analyzing urban mobility - Results and insights from three student r...
Visually analyzing urban mobility - Results and insights from three student r...Visually analyzing urban mobility - Results and insights from three student r...
Visually analyzing urban mobility - Results and insights from three student r...
 
GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...
GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...
GeoVisualisierung in der Lehre - Wie forschendes Lernen zu funktionalen Proto...
 
Unfolding Spatial Data
Unfolding Spatial DataUnfolding Spatial Data
Unfolding Spatial Data
 
Human-Data Interaction
Human-Data InteractionHuman-Data Interaction
Human-Data Interaction
 
Einführung in die Datenvisualisierung - Workshop
Einführung in die Datenvisualisierung - WorkshopEinführung in die Datenvisualisierung - Workshop
Einführung in die Datenvisualisierung - Workshop
 
Inszenierte Analyse - Von attraktiver Visualisierung zu tieferem Verständnis
Inszenierte Analyse - Von attraktiver Visualisierung zu tieferem VerständnisInszenierte Analyse - Von attraktiver Visualisierung zu tieferem Verständnis
Inszenierte Analyse - Von attraktiver Visualisierung zu tieferem Verständnis
 
Meandering - On the design process of visualizations
Meandering - On the design process of visualizationsMeandering - On the design process of visualizations
Meandering - On the design process of visualizations
 
Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...
Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...
Touching Transport - A Case Study on Visualizing Metropolitan Public Transit ...
 
Unfolding - A Library for Interactive Maps and Geovisualizations
Unfolding - A Library for Interactive Maps and GeovisualizationsUnfolding - A Library for Interactive Maps and Geovisualizations
Unfolding - A Library for Interactive Maps and Geovisualizations
 
Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...
Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...
Unfolding - A Simple Library for Interactive Maps and Geovisualizations in Pr...
 
mæve
mævemæve
mæve
 
Multitouch Lab Intro - Urbane Ebenen
Multitouch Lab Intro - Urbane EbenenMultitouch Lab Intro - Urbane Ebenen
Multitouch Lab Intro - Urbane Ebenen
 
Sankey Arcs - Visualizing edge weights in path graphs
Sankey Arcs - Visualizing edge weights in path graphsSankey Arcs - Visualizing edge weights in path graphs
Sankey Arcs - Visualizing edge weights in path graphs
 
Interactive Exploration of Geospatial Network Visualization
Interactive Exploration of Geospatial Network Visualization Interactive Exploration of Geospatial Network Visualization
Interactive Exploration of Geospatial Network Visualization
 
Live Singapore - Interaktive Visualisierungen urbaner Daten
Live Singapore - Interaktive Visualisierungen urbaner DatenLive Singapore - Interaktive Visualisierungen urbaner Daten
Live Singapore - Interaktive Visualisierungen urbaner Daten
 
Unfolding Library for Interactive Maps
Unfolding Library for Interactive MapsUnfolding Library for Interactive Maps
Unfolding Library for Interactive Maps
 
GeoVis - More than Zoom and Pan
GeoVis - More than Zoom and PanGeoVis - More than Zoom and Pan
GeoVis - More than Zoom and Pan
 
GeoVisualization for Understanding Cities
GeoVisualization for Understanding CitiesGeoVisualization for Understanding Cities
GeoVisualization for Understanding Cities
 
Unfolding Data - Interaction Design for Visualizations of Geospatial Data
Unfolding Data - Interaction Design for Visualizations of Geospatial DataUnfolding Data - Interaction Design for Visualizations of Geospatial Data
Unfolding Data - Interaction Design for Visualizations of Geospatial Data
 
Creative Coding 1 - 2 Variables
Creative Coding 1 - 2 VariablesCreative Coding 1 - 2 Variables
Creative Coding 1 - 2 Variables
 

Recently uploaded

一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
h7j5io0
 
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
taqyed
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
cy0krjxt
 
Let's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons ShirtLet's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons Shirt
TeeFusion
 
projectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdfprojectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdf
farazahmadas6
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
cy0krjxt
 
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
9a93xvy
 
RTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,DRTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,D
cy0krjxt
 
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
h7j5io0
 
Common Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid themCommon Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid them
madhavlakhanpal29
 
7 Alternatives to Bullet Points in PowerPoint
7 Alternatives to Bullet Points in PowerPoint7 Alternatives to Bullet Points in PowerPoint
7 Alternatives to Bullet Points in PowerPoint
Alvis Oh
 
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
gpffo76j
 
Expert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting ServicesExpert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting Services
ResDraft
 
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
jyz59f4j
 
Exploring the Future of Smart Garages.pdf
Exploring the Future of Smart Garages.pdfExploring the Future of Smart Garages.pdf
Exploring the Future of Smart Garages.pdf
fastfixgaragedoor
 
20 slides of research movie and artists .pdf
20 slides of research movie and artists .pdf20 slides of research movie and artists .pdf
20 slides of research movie and artists .pdf
ameli25062005
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
cy0krjxt
 
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
9a93xvy
 
vernacular architecture in response to climate.pdf
vernacular architecture in response to climate.pdfvernacular architecture in response to climate.pdf
vernacular architecture in response to climate.pdf
PrabhjeetSingh219035
 
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
smpc3nvg
 

Recently uploaded (20)

一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
一比一原版(Bolton毕业证书)博尔顿大学毕业证成绩单如何办理
 
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理一比一原版(毕业证)长崎大学毕业证成绩单如何办理
一比一原版(毕业证)长崎大学毕业证成绩单如何办理
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
 
Let's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons ShirtLet's Summon Demons Shirt Let's Summon Demons Shirt
Let's Summon Demons Shirt Let's Summon Demons Shirt
 
projectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdfprojectreportnew-170307082323 nnnnnn(1).pdf
projectreportnew-170307082323 nnnnnn(1).pdf
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
 
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
一比一原版(RHUL毕业证书)伦敦大学皇家霍洛威学院毕业证如何办理
 
RTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,DRTUYUIJKLDSADAGHBDJNKSMAL,D
RTUYUIJKLDSADAGHBDJNKSMAL,D
 
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
一比一原版(BU毕业证书)伯恩茅斯大学毕业证成绩单如何办理
 
Common Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid themCommon Designing Mistakes and How to avoid them
Common Designing Mistakes and How to avoid them
 
7 Alternatives to Bullet Points in PowerPoint
7 Alternatives to Bullet Points in PowerPoint7 Alternatives to Bullet Points in PowerPoint
7 Alternatives to Bullet Points in PowerPoint
 
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
原版定做(penn毕业证书)美国宾夕法尼亚大学毕业证文凭学历证书原版一模一样
 
Expert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting ServicesExpert Accessory Dwelling Unit (ADU) Drafting Services
Expert Accessory Dwelling Unit (ADU) Drafting Services
 
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
一比一原版(LSE毕业证书)伦敦政治经济学院毕业证成绩单如何办理
 
Exploring the Future of Smart Garages.pdf
Exploring the Future of Smart Garages.pdfExploring the Future of Smart Garages.pdf
Exploring the Future of Smart Garages.pdf
 
20 slides of research movie and artists .pdf
20 slides of research movie and artists .pdf20 slides of research movie and artists .pdf
20 slides of research movie and artists .pdf
 
Design Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinkingDesign Thinking Design thinking Design thinking
Design Thinking Design thinking Design thinking
 
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
一比一原版(CITY毕业证书)谢菲尔德哈勒姆大学毕业证如何办理
 
vernacular architecture in response to climate.pdf
vernacular architecture in response to climate.pdfvernacular architecture in response to climate.pdf
vernacular architecture in response to climate.pdf
 
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
一比一原版(Bristol毕业证书)布里斯托大学毕业证成绩单如何办理
 

cf. city flows - A comparative visualization of bike sharing systems