urban big data
carlo ratti
senseable city lab, massachusetts institute of technology | boston, singapore
carlorattiassocia...
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Big Data…
The amount of data produced from the dawn of civilization up until 2003 can be
estimated in five exabytes. Accor...
Big Data…
Big data is what you cannot put in an Excel spreadsheet…
Big Data…
1/ opportunistic
2/ user generated
3/ purposely sensed
16
17
18
8 10 12 14
2
4
6
8
10
12
14
16
lnN
lnK
Statistical Cities
Larger Urban Zones
Municipalities
A
−4 0 2 4
−4
−2
0
2
4
ln N / ...
food
 
fashion
 
Big Data…
1/ opportunistic
2/ user generated
3/ purposely sensed
britons
  parties
 
video 2
Big Data…
1/ opportunistic
2/ user generated
3/ purposely sensed
Big Data…
1/ opportunistic
2/ user generated
3/ purposely sensed
Big Data…
1/ opportunistic
2/ user generated
3/ purposely sensed
4/ fortuitous…
twitter
@senseablecity
@crassociati
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti
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NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti

Published on: Mar 3, 2016
Published in: Technology      
Source: www.slideshare.net


Transcripts - NASSCOM Big Data and Analytics Summit 2013: Opening Keynote: Big Data and Senseable Cities - Carlo Ratti

  • 1. urban big data carlo ratti senseable city lab, massachusetts institute of technology | boston, singapore carlorattiassociati | torino, boston, london 27 june 2013 | nasscom| hyderabad | SENSEable City Lab!
  • 2. çè
  • 3. çè
  • 4. çè         çè
  • 5. çè         çè
  • 6. Big Data… The amount of data produced from the dawn of civilization up until 2003 can be estimated in five exabytes. According to Google’s executive chairman Eric Schmidt, “today that same amount is created every two days” (http://techcrunch.com/ 2010/08/04/schmidt-data/, 2010).
  • 7. Big Data… Big data is what you cannot put in an Excel spreadsheet…
  • 8. Big Data… 1/ opportunistic 2/ user generated 3/ purposely sensed
  • 9. 16
  • 10. 17
  • 11. 18
  • 12. 8 10 12 14 2 4 6 8 10 12 14 16 lnN lnK Statistical Cities Larger Urban Zones Municipalities A −4 0 2 4 −4 −2 0 2 4 ln N / N β =1.12 R 2 =0.99 lnKr /Kr B C Lixa, N = 4,233 k = 6, C = 0.25 Lisbon, N = 564,657 k = 11, C = 0.25 Portugal Statistical Cities Larger Urban Zones Mobile phone towers −2−2−2
  • 13. food
  • 14. fashion
  • 15. Big Data… 1/ opportunistic 2/ user generated 3/ purposely sensed
  • 16. britons   parties
  • 17. video 2
  • 18. Big Data… 1/ opportunistic 2/ user generated 3/ purposely sensed
  • 19. Big Data… 1/ opportunistic 2/ user generated 3/ purposely sensed
  • 20. Big Data… 1/ opportunistic 2/ user generated 3/ purposely sensed 4/ fortuitous…
  • 21. twitter @senseablecity @crassociati

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