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Real time performance of tube and traffic in London Dr David Mountain  Placr Ltd [email_address] www.placr.co.uk Possibilities of Real Time Data London Data Store City Hall 19 Apr 2010
Travel network sensors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Network health ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Tube departure board archiving ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Tube departure boards
Tubes departures: mins between trains vs time of day (avg all lines)
Tubes departures: mins between trains vs time of day (avg by line)
Spatial variation in tube frequency
Spatial variation in tube frequency
Spatial variation in tube frequency
Spatial variation in tube frequency Tube freq (mins)
Spatio-temporal variation
0600-0700 Tube Freq (mins)
0700-0800 Tube Freq (mins)
0800-0900 Tube Freq (mins)
0900-1000 Tube Freq (mins)
1000-1100 Tube Freq (mins)
1100-1200 Tube Freq (mins)
1200-1300 Tube Freq (mins)
1300-1400 Tube Freq (mins)
1400-1500 Tube Freq (mins)
1500-1600 Tube Freq (mins)
1600-1700 Tube Freq (mins)
1700-1800 Tube Freq (mins)
1800-1900 Tube Freq (mins)
1900-2000 Tube Freq (mins)
2000-2100 Tube Freq (mins)
2100-2200 Tube Freq (mins)
2200-2300 Tube Freq (mins)
2300-0000 Tube Freq (mins)
Recent vs expected for Farringdon
Real-time dashboard of network health
Real-time dashboard of network health Deviation from expected frequency (mins)
Problems on Circle line Deviation from expected frequency (mins)
Dashboard over 24hrs
0600-0700
0700-0800
0800-0900
0900-1000
1000-1100
1100-1200
1200-1300
1300-1400
1400-1500
1500-1600
1600-1700
1700-1800
1800-1900
1900-2000
2000-2100
2100-2200
2200-2300
2300-0000
Traffic analysis ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
eCourier floating car data
Vans: 0000-0700
Vans: 0700-1000
Vans: 1000-1500
Vans: 1500-1900
Vans: 1900-0000
Temporally sensitive routing ,[object Object],[object Object]
The morning rush: tubes vs roads
Thanks ,[object Object],[object Object],[object Object]

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Real time
 performance
 of 
tube
 and 
traffic in
 London

Editor's Notes

  1. David is the Technical Director of Placr Ltd. He has an MSc in Geographic Information Systems from Leicester University (1998) and a PhD in Information Science from City University (2006). David was a researcher and lecturer at City University from 1999 - 2008, where he developed some of the earliest location-based services and helping to launch commercial spinouts from R&D projects, including the Camineo mobile guide platform now widely deployed across Europe and North America. In this academic role, David has published widely in academic journals and international conferences. In 2008, David formed Placr Ltd with Jonathan Raper, specialising in advancing geolocation technologies from proof-of-concept to commercial services. Active projects include location-aware mobile guides, meta-positioning systems, and context sensitive travel information.
  2. Need viz examples of each
  3. A generic overview, but what about detail
  4. [could have some arrows with oddities pointed out eg hi freq Northern line south, better freq on E District line than any other 'out of town' line, Bayswater and Old Street are lowest frequency cent London stations] A spatial, nontemporal analysis
  5. Xx legend xX Red is short waiting time Yellow is long waiting time
  6. How does tube frequency vary across the network over the course of a day?
  7. Starting up – low frequency everywhere
  8. Service gets going – good performance for main routes
  9. Still improving
  10. Lower freq in early afternoon
  11. Freq picks up for late afternoon
  12. Tailing off in evening
  13. Let’s drill down to one station. What’s its expected profile (grey) What are the recent conditions (brown) Last 24hrs was generally better than expected, but what went wrong at 1400-1500?
  14. So we can do a
  15. For last last hour, how has performance been, relatively to expected Green higher freq Orange – as expected Ref lower freq - problems
  16. Southern loop of circle line has problems – avoid?
  17. Yellow is fast Red is slow