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BECOMING A SMARTER CITY 
BY ANALYZING & VISUALIZING 
SPATIAL DATA 
BECOMING A SMARTER CITY BY 
ANALYZING & VISUALIZING SPATIAL 
DATA 
SLIDES 
TINY.CC/MAPPABLE_SMART_CITY 
MAPPABLE.INFO
THE ABILITY TO GAIN INSIGHTS 
FROM INFORMATION AND DRAW 
MEANINGFUL CONCLUSIONS HAS 
ALWAYS BEEN KEY FOR A 
PROSPERING CITY/SOCIETY 
Source: John Snow 1854, public domain 
http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg
Source: John Snow 1854, public domain 
http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg 
JOHN SNOW‘S 
CHOLERA MAP (1854)
Source: John Snow 1854, public domain 
http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg 
JOHN SNOW‘S 
CHOLERA MAP (1854)
UNFORTUNATELY, A LOT OF PEOPLE 
THINK WORKING WITH DATA IS FOR 
NERDS ONLY 
WE NEED TO BECOME MORE DATA 
LITERATE, TO BE ABLE TO WORK WITH 
DATA PRODUCTIVELY 
http://img3.wikia.nocookie.net/__cb20110304184721/jurassicpark/de/images/8/8b/Nedry.jpg
TALKING ABOUT SMART CITIES – 
REAL-LIFE EXAMPLES OF 
‚BIG DATA‘ & THE CITY
SMARTCARD TICKETING SYSTEMS IN 
PUBLIC TRANSPORT - MYKI 
"Metcard-barriers" by Marcus Wong. Licensed under CC-SA 
http://commons.wikimedia.org/wiki/File:Metcard-barriers.jpg#mediaviewer/File:Metcard-barriers.jpg
REAL TIME TRAFFIC DATA - 
GOOGLE MAPS 
www.google.de
REAL ESTATE DATA - NESTORIA 
www.nestoria.com.au/
BUSINESS DIRECTORIES – 
FOURSQUARE 
de.foursquare.com
HOW CAN WE MAKE 
PRODUCTIVE USE OF THESE 
DATA SETS? - A FEW EXAMPLES
STREAMLINING TAXI SUPPLY AND 
DEMAND IN SINGAPORE 
senseable.mit.edu/livesingapore/images/raining_taxis_lg.png
IMPROVE THE SAFETY OF TAXI 
PASSENGERS - TRAXI.MX 
play.google.com/store/apps/details?id=codigo.labplc.mx.traxi
REPORT LOCAL PROBLEMS VIA 
CROWDSOURCING - FIXMYSTREET 
www.fixmystreet.com/
PERSONAL EXPERIENCE – 
SPATIAL DATA & DATA 
VISUALIZATION
CODE FOR WHAT?
TURN THIS INTO THAT 
FIND DAY-CARE FACILITIES IN HAMBURG 
UNDER CONSTRUCTION 
https://gateway.hamburg.de/hamburggateway/ 
fvp/fv/BSF/KitaInfo/wfKitaKarte.aspx?Sid=95
ANALYZING CAR-SHARING 
DATA 
MAPPABLE.INFO
TIME-LAPSE 24H OF CARSHARING IN BERLIN 
WATCH VIDEO ON YOUTUBE: 
YOUTUBE.COM/WATCH?V=OZN_EM4CHOI
WHY SHOULD INFORMATION LIKE 
THIS BE IMPORTANT TO A CITY? 
MAPPABLE.INFO
FOR THE NEGOTIATION OF TERMS WITH 
CARSHARING PROVIDERS 
CARHSHARING PROVIDERS GET PRIVILEGED 
ACCESS TO PUBLIC INFRASTRUCTURE 
CITY NEEDS ACCESS TO USAGE DATA AND 
KNOW-HOW HOW TO WORK WITH IT 
CITY NEEDS TO ASSESS THE TRAFFIC 
MAPPABLE.INFO 
IMPLICATIONS
VISUALIZING THE LIMITED 
ACCESSIBILITY OF PUBLIC 
TRANSPORT 
LIVE DEMO- VIEW THE PROJECT HERE: 
MAPPABLE.INFO 
MAPPABLE.INFO/BLOG/2014/2/8/ACCESSIBILITY
A SMART CITY SHOULD... 
...PROMOTE OPEN DATA 
...FOSTER THE UNDERSTANDING OF 
DATA DRIVEN APPROACHES IN 
EDUCATION AND INSIDE 
INSTITUTIONS 
...COOPERATE WITH CIVIC HACKERS, 
DESIGNERS, ACTIVISTS ETC.

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Analyzing & Visualizing Spatial Data to Become a Smarter City

  • 1. BECOMING A SMARTER CITY BY ANALYZING & VISUALIZING SPATIAL DATA BECOMING A SMARTER CITY BY ANALYZING & VISUALIZING SPATIAL DATA SLIDES TINY.CC/MAPPABLE_SMART_CITY MAPPABLE.INFO
  • 2. THE ABILITY TO GAIN INSIGHTS FROM INFORMATION AND DRAW MEANINGFUL CONCLUSIONS HAS ALWAYS BEEN KEY FOR A PROSPERING CITY/SOCIETY Source: John Snow 1854, public domain http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg
  • 3. Source: John Snow 1854, public domain http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg JOHN SNOW‘S CHOLERA MAP (1854)
  • 4. Source: John Snow 1854, public domain http://upload.wikimedia.org/wikipedia/commons/2/27/Snow-cholera-map-1.jpg JOHN SNOW‘S CHOLERA MAP (1854)
  • 5. UNFORTUNATELY, A LOT OF PEOPLE THINK WORKING WITH DATA IS FOR NERDS ONLY WE NEED TO BECOME MORE DATA LITERATE, TO BE ABLE TO WORK WITH DATA PRODUCTIVELY http://img3.wikia.nocookie.net/__cb20110304184721/jurassicpark/de/images/8/8b/Nedry.jpg
  • 6. TALKING ABOUT SMART CITIES – REAL-LIFE EXAMPLES OF ‚BIG DATA‘ & THE CITY
  • 7. SMARTCARD TICKETING SYSTEMS IN PUBLIC TRANSPORT - MYKI "Metcard-barriers" by Marcus Wong. Licensed under CC-SA http://commons.wikimedia.org/wiki/File:Metcard-barriers.jpg#mediaviewer/File:Metcard-barriers.jpg
  • 8. REAL TIME TRAFFIC DATA - GOOGLE MAPS www.google.de
  • 9. REAL ESTATE DATA - NESTORIA www.nestoria.com.au/
  • 10. BUSINESS DIRECTORIES – FOURSQUARE de.foursquare.com
  • 11. HOW CAN WE MAKE PRODUCTIVE USE OF THESE DATA SETS? - A FEW EXAMPLES
  • 12. STREAMLINING TAXI SUPPLY AND DEMAND IN SINGAPORE senseable.mit.edu/livesingapore/images/raining_taxis_lg.png
  • 13. IMPROVE THE SAFETY OF TAXI PASSENGERS - TRAXI.MX play.google.com/store/apps/details?id=codigo.labplc.mx.traxi
  • 14. REPORT LOCAL PROBLEMS VIA CROWDSOURCING - FIXMYSTREET www.fixmystreet.com/
  • 15. PERSONAL EXPERIENCE – SPATIAL DATA & DATA VISUALIZATION
  • 17. TURN THIS INTO THAT FIND DAY-CARE FACILITIES IN HAMBURG UNDER CONSTRUCTION https://gateway.hamburg.de/hamburggateway/ fvp/fv/BSF/KitaInfo/wfKitaKarte.aspx?Sid=95
  • 18. ANALYZING CAR-SHARING DATA MAPPABLE.INFO
  • 19. TIME-LAPSE 24H OF CARSHARING IN BERLIN WATCH VIDEO ON YOUTUBE: YOUTUBE.COM/WATCH?V=OZN_EM4CHOI
  • 20. WHY SHOULD INFORMATION LIKE THIS BE IMPORTANT TO A CITY? MAPPABLE.INFO
  • 21. FOR THE NEGOTIATION OF TERMS WITH CARSHARING PROVIDERS CARHSHARING PROVIDERS GET PRIVILEGED ACCESS TO PUBLIC INFRASTRUCTURE CITY NEEDS ACCESS TO USAGE DATA AND KNOW-HOW HOW TO WORK WITH IT CITY NEEDS TO ASSESS THE TRAFFIC MAPPABLE.INFO IMPLICATIONS
  • 22. VISUALIZING THE LIMITED ACCESSIBILITY OF PUBLIC TRANSPORT LIVE DEMO- VIEW THE PROJECT HERE: MAPPABLE.INFO MAPPABLE.INFO/BLOG/2014/2/8/ACCESSIBILITY
  • 23. A SMART CITY SHOULD... ...PROMOTE OPEN DATA ...FOSTER THE UNDERSTANDING OF DATA DRIVEN APPROACHES IN EDUCATION AND INSIDE INSTITUTIONS ...COOPERATE WITH CIVIC HACKERS, DESIGNERS, ACTIVISTS ETC.