london city dashboard - visualising flows and movements in london (and other places)
DESCRIPTION
By Andy Hudson-Smith (UCL) at the Internet of Cars Symposium, 24 Sept 2014, held at University of Southampton, UK.TRANSCRIPT
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London City Dashboard - Visualising Flows and Movements in London (and other places….)
Andy Hudson-Smith, Director, Centre for Advanced Spatial Analysis, University College London - @digitalurban !Internet of Cars Symposium
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The Bartlett Centre for Advanced Spatial Analysis (CASA) !24 Post Docs, 2 Profs, 1 Reader, 1 Google Maps Developer Expert, 12 PhD’s; Urban Modelling, Resilience, Internet of Things, Sensors, GIS, BIM, Quantified Self, Electroencephalography, Transport, Crowds, Flows… !3 Masters Courses - MRes Advanced Spatial Analysis and Visualisation; MSc Smart Cities and Urban Analytics; MRes Smart Cities. !
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On the edge of a shift in our understanding the Built Environment !Self Monitoring, Analysis and Reporting Technologies (SMART) !Moving Towards Realtime Data and Realtime City Data Systems
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Data
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• 90 % of the data in the world created in the last two years alone;
• Data comes from ‘everywhere’ - sensors, mobile devices, government, the crowd;
• Increasingly geo-located;
• Increasingly we are tagged and tracked…
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The City as a Server (compared to early hypertext - 1994); !The City as a Laboratory - Sensors; !Moving Towards Live Feeds/Urban Indicators
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Flows – Origins and Des1na1ons
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8http://bikes.oobrien.com/global.php
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Oyster Card TransactionsDataset
!July to September 2012 !1 billion transactions 762 million OD trips 291 million UG and rail trips !11.5m Oyster Cards !!No routing data
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2am 4am 6am 8am 10am 12pm 2pm 4pm 6pm 8pm 10pm 12am 2am 4am−100
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Entry at Arsenal (10 Mn. Intervals)
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Entry at Bank (10 Mn. Intervals)
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Entry at Bayswater (10 Mn. Intervals)
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Entry at Camden Town (10 Mn. Intervals)
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Nightlife
Work Tourism?
Events
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Flows – Origins and Des1na1ons
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Shi4s in Traffic Accessibility if all Bridges across the Thames are Inoperable as far West as Hammersmith
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Shi4s in Traffic Accessibility if all Bridges across the Thames are Inoperable as far West as Hammersmith
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city
dash
boar
d.or
g
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City Dashboard Now Archives - over 1 Billion Data Points; !Links into wider urban modelling; !Predicting the next 30 minutes of the city; !Moving towards a new sciences of cities.... !!
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30Data can be harvested by anyone…
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31River Boats and Tweets - Towards a Living City Viz
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Augmented Reality Sensor Data - ‘Park in a Box’ / Agent Based Modelling
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Next Steps - 3D Realtime City - City and Hyperlocal Dashboards !Transport; Social Networks; Quantified Self; The Crowd; Things; !Modelled for Resilience and What if Scenarios; Game Engine Technology !
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London City Dashboard - Visualising Flows and Movements in London (and other places….)
Andy Hudson-Smith, Director, Centre for Advanced Spatial Analysis, University College London - @digitalurban !Internet of Cars Symposium