SlideShare una empresa de Scribd logo
1 de 63
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]

Más contenido relacionado

Similar a Real time
 performance
 of 
tube
 and 
traffic in
 London

Vig tutorial 8.5.2.0
Vig tutorial 8.5.2.0Vig tutorial 8.5.2.0
Vig tutorial 8.5.2.0Nagesh Maley
 
TGS NSA- Firestone 3D
TGS NSA- Firestone 3DTGS NSA- Firestone 3D
TGS NSA- Firestone 3DTGS
 
sat operator trainin presentation for learning
sat operator trainin presentation for learningsat operator trainin presentation for learning
sat operator trainin presentation for learningssusere28e4f
 
TGS NSA- Waterford
TGS NSA- WaterfordTGS NSA- Waterford
TGS NSA- WaterfordTGS
 
IRJET- Intelligent Detection and Elimination of Blockage in Sewage pipes ...
IRJET-  	  Intelligent Detection and Elimination of Blockage in Sewage pipes ...IRJET-  	  Intelligent Detection and Elimination of Blockage in Sewage pipes ...
IRJET- Intelligent Detection and Elimination of Blockage in Sewage pipes ...IRJET Journal
 
updated notes cds UNIT 6 and 7 communicationppt.pdf
updated notes cds UNIT 6 and 7 communicationppt.pdfupdated notes cds UNIT 6 and 7 communicationppt.pdf
updated notes cds UNIT 6 and 7 communicationppt.pdfshubhangisonawane6
 
Transit stray current western region gas conference tempe 8.27.08
Transit stray current western region gas conference tempe 8.27.08Transit stray current western region gas conference tempe 8.27.08
Transit stray current western region gas conference tempe 8.27.08JORGE RODRIGUEZ Jrodriguezj2006
 
TGS NSA- Blanchard 3D
TGS NSA- Blanchard 3DTGS NSA- Blanchard 3D
TGS NSA- Blanchard 3DTGS
 
Voltage to-frequency frequency-to-voltage converter
Voltage to-frequency frequency-to-voltage converterVoltage to-frequency frequency-to-voltage converter
Voltage to-frequency frequency-to-voltage converterThe Hoa Nguyen
 
Channel Tracking and Prediction for IRS-Aided Wireless Communications.pdf
Channel Tracking and Prediction for IRS-Aided Wireless Communications.pdfChannel Tracking and Prediction for IRS-Aided Wireless Communications.pdf
Channel Tracking and Prediction for IRS-Aided Wireless Communications.pdfOKOKPROJECTS
 
Arrival Times at Highway-Railroad Grade Crossing
Arrival Times at Highway-Railroad Grade CrossingArrival Times at Highway-Railroad Grade Crossing
Arrival Times at Highway-Railroad Grade Crossingguest773bc2
 

Similar a Real time
 performance
 of 
tube
 and 
traffic in
 London (20)

Rtpi 2013 john palmer
Rtpi 2013 john palmerRtpi 2013 john palmer
Rtpi 2013 john palmer
 
Looking to the Future: Predictions of Automated Vehicle Impacts
Looking to the Future: Predictions of Automated Vehicle ImpactsLooking to the Future: Predictions of Automated Vehicle Impacts
Looking to the Future: Predictions of Automated Vehicle Impacts
 
Ch3 air interface
Ch3 air interfaceCh3 air interface
Ch3 air interface
 
Vig tutorial 8.5.2.0
Vig tutorial 8.5.2.0Vig tutorial 8.5.2.0
Vig tutorial 8.5.2.0
 
Modulation
ModulationModulation
Modulation
 
EVS WaterSpy
EVS WaterSpyEVS WaterSpy
EVS WaterSpy
 
TGS NSA- Firestone 3D
TGS NSA- Firestone 3DTGS NSA- Firestone 3D
TGS NSA- Firestone 3D
 
sat operator trainin presentation for learning
sat operator trainin presentation for learningsat operator trainin presentation for learning
sat operator trainin presentation for learning
 
TGS NSA- Waterford
TGS NSA- WaterfordTGS NSA- Waterford
TGS NSA- Waterford
 
IRJET- Intelligent Detection and Elimination of Blockage in Sewage pipes ...
IRJET-  	  Intelligent Detection and Elimination of Blockage in Sewage pipes ...IRJET-  	  Intelligent Detection and Elimination of Blockage in Sewage pipes ...
IRJET- Intelligent Detection and Elimination of Blockage in Sewage pipes ...
 
updated notes cds UNIT 6 and 7 communicationppt.pdf
updated notes cds UNIT 6 and 7 communicationppt.pdfupdated notes cds UNIT 6 and 7 communicationppt.pdf
updated notes cds UNIT 6 and 7 communicationppt.pdf
 
Sensors for SmartCity
Sensors for SmartCitySensors for SmartCity
Sensors for SmartCity
 
Millimetre Wave Channel Measurements in a Railway Depot
Millimetre Wave Channel Measurements in a Railway DepotMillimetre Wave Channel Measurements in a Railway Depot
Millimetre Wave Channel Measurements in a Railway Depot
 
Mm
MmMm
Mm
 
Transit stray current western region gas conference tempe 8.27.08
Transit stray current western region gas conference tempe 8.27.08Transit stray current western region gas conference tempe 8.27.08
Transit stray current western region gas conference tempe 8.27.08
 
TGS NSA- Blanchard 3D
TGS NSA- Blanchard 3DTGS NSA- Blanchard 3D
TGS NSA- Blanchard 3D
 
Voltage to-frequency frequency-to-voltage converter
Voltage to-frequency frequency-to-voltage converterVoltage to-frequency frequency-to-voltage converter
Voltage to-frequency frequency-to-voltage converter
 
Channel Tracking and Prediction for IRS-Aided Wireless Communications.pdf
Channel Tracking and Prediction for IRS-Aided Wireless Communications.pdfChannel Tracking and Prediction for IRS-Aided Wireless Communications.pdf
Channel Tracking and Prediction for IRS-Aided Wireless Communications.pdf
 
S dutta
S duttaS dutta
S dutta
 
Arrival Times at Highway-Railroad Grade Crossing
Arrival Times at Highway-Railroad Grade CrossingArrival Times at Highway-Railroad Grade Crossing
Arrival Times at Highway-Railroad Grade Crossing
 

Último

9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris
9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris
9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday SafarisKibera Holiday Safaris Safaris
 
DARK TRAVEL AGENCY presented by Khuda Bux
DARK TRAVEL AGENCY presented by Khuda BuxDARK TRAVEL AGENCY presented by Khuda Bux
DARK TRAVEL AGENCY presented by Khuda BuxBeEducate
 
visa consultant | 📞📞 03094429236 || Best Study Visa Consultant
visa consultant | 📞📞 03094429236 || Best Study Visa Consultantvisa consultant | 📞📞 03094429236 || Best Study Visa Consultant
visa consultant | 📞📞 03094429236 || Best Study Visa ConsultantSherazi Tours
 
08448380779 Call Girls In Chhattarpur Women Seeking Men
08448380779 Call Girls In Chhattarpur Women Seeking Men08448380779 Call Girls In Chhattarpur Women Seeking Men
08448380779 Call Girls In Chhattarpur Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Chirag Enclave Women Seeking Men
08448380779 Call Girls In Chirag Enclave Women Seeking Men08448380779 Call Girls In Chirag Enclave Women Seeking Men
08448380779 Call Girls In Chirag Enclave Women Seeking MenDelhi Call girls
 
Top 10 Traditional Indian Handicrafts.pptx
Top 10 Traditional Indian Handicrafts.pptxTop 10 Traditional Indian Handicrafts.pptx
Top 10 Traditional Indian Handicrafts.pptxdishha99
 
char Dham yatra, Uttarakhand tourism.pptx
char Dham yatra, Uttarakhand tourism.pptxchar Dham yatra, Uttarakhand tourism.pptx
char Dham yatra, Uttarakhand tourism.pptxpalakdigital7
 
How to Get Unpublished Flight Deals and Discounts?
How to Get Unpublished Flight Deals and Discounts?How to Get Unpublished Flight Deals and Discounts?
How to Get Unpublished Flight Deals and Discounts?FlyFairTravels
 
Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779
Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779
Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779Delhi Call girls
 
BERMUDA Triangle the mystery of life.pptx
BERMUDA Triangle the mystery of life.pptxBERMUDA Triangle the mystery of life.pptx
BERMUDA Triangle the mystery of life.pptxseri bangash
 
Hire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls AgencyHire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls AgencyNitya salvi
 
Genesis 1:6 || Meditate the Scripture daily verse by verse
Genesis 1:6  ||  Meditate the Scripture daily verse by verseGenesis 1:6  ||  Meditate the Scripture daily verse by verse
Genesis 1:6 || Meditate the Scripture daily verse by versemaricelcanoynuay
 
08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men
08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men
08448380779 Call Girls In Bhikaji Cama Palace Women Seeking MenDelhi Call girls
 
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh HaldighatiApsara Of India
 
08448380779 Call Girls In Shahdara Women Seeking Men
08448380779 Call Girls In Shahdara Women Seeking Men08448380779 Call Girls In Shahdara Women Seeking Men
08448380779 Call Girls In Shahdara Women Seeking MenDelhi Call girls
 
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...Apsara Of India
 

Último (20)

9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris
9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris
9 Days Kenya Ultimate Safari Odyssey with Kibera Holiday Safaris
 
Call Girls Service !! New Friends Colony!! @9999965857 Delhi 🫦 No Advance VV...
Call Girls Service !! New Friends Colony!! @9999965857 Delhi 🫦 No Advance  VV...Call Girls Service !! New Friends Colony!! @9999965857 Delhi 🫦 No Advance  VV...
Call Girls Service !! New Friends Colony!! @9999965857 Delhi 🫦 No Advance VV...
 
DARK TRAVEL AGENCY presented by Khuda Bux
DARK TRAVEL AGENCY presented by Khuda BuxDARK TRAVEL AGENCY presented by Khuda Bux
DARK TRAVEL AGENCY presented by Khuda Bux
 
Rohini Sector 18 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 18 Call Girls Delhi 9999965857 @Sabina Saikh No AdvanceRohini Sector 18 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
Rohini Sector 18 Call Girls Delhi 9999965857 @Sabina Saikh No Advance
 
visa consultant | 📞📞 03094429236 || Best Study Visa Consultant
visa consultant | 📞📞 03094429236 || Best Study Visa Consultantvisa consultant | 📞📞 03094429236 || Best Study Visa Consultant
visa consultant | 📞📞 03094429236 || Best Study Visa Consultant
 
08448380779 Call Girls In Chhattarpur Women Seeking Men
08448380779 Call Girls In Chhattarpur Women Seeking Men08448380779 Call Girls In Chhattarpur Women Seeking Men
08448380779 Call Girls In Chhattarpur Women Seeking Men
 
Call Girls 🫤 Connaught Place ➡️ 9999965857 ➡️ Delhi 🫦 Russian Escorts FULL ...
Call Girls 🫤 Connaught Place ➡️ 9999965857  ➡️ Delhi 🫦  Russian Escorts FULL ...Call Girls 🫤 Connaught Place ➡️ 9999965857  ➡️ Delhi 🫦  Russian Escorts FULL ...
Call Girls 🫤 Connaught Place ➡️ 9999965857 ➡️ Delhi 🫦 Russian Escorts FULL ...
 
08448380779 Call Girls In Chirag Enclave Women Seeking Men
08448380779 Call Girls In Chirag Enclave Women Seeking Men08448380779 Call Girls In Chirag Enclave Women Seeking Men
08448380779 Call Girls In Chirag Enclave Women Seeking Men
 
Top 10 Traditional Indian Handicrafts.pptx
Top 10 Traditional Indian Handicrafts.pptxTop 10 Traditional Indian Handicrafts.pptx
Top 10 Traditional Indian Handicrafts.pptx
 
char Dham yatra, Uttarakhand tourism.pptx
char Dham yatra, Uttarakhand tourism.pptxchar Dham yatra, Uttarakhand tourism.pptx
char Dham yatra, Uttarakhand tourism.pptx
 
How to Get Unpublished Flight Deals and Discounts?
How to Get Unpublished Flight Deals and Discounts?How to Get Unpublished Flight Deals and Discounts?
How to Get Unpublished Flight Deals and Discounts?
 
Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779
Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779
Night 7k Call Girls Noida Sector 93 Escorts Call Me: 8448380779
 
BERMUDA Triangle the mystery of life.pptx
BERMUDA Triangle the mystery of life.pptxBERMUDA Triangle the mystery of life.pptx
BERMUDA Triangle the mystery of life.pptx
 
Hire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls AgencyHire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
Hire 💕 8617697112 Champawat Call Girls Service Call Girls Agency
 
Call Girls In Munirka 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
Call Girls In Munirka 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICECall Girls In Munirka 📱  9999965857  🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
Call Girls In Munirka 📱 9999965857 🤩 Delhi 🫦 HOT AND SEXY VVIP 🍎 SERVICE
 
Genesis 1:6 || Meditate the Scripture daily verse by verse
Genesis 1:6  ||  Meditate the Scripture daily verse by verseGenesis 1:6  ||  Meditate the Scripture daily verse by verse
Genesis 1:6 || Meditate the Scripture daily verse by verse
 
08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men
08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men
08448380779 Call Girls In Bhikaji Cama Palace Women Seeking Men
 
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
💕📲09602870969💓Girl Escort Services Udaipur Call Girls in Chittorgarh Haldighati
 
08448380779 Call Girls In Shahdara Women Seeking Men
08448380779 Call Girls In Shahdara Women Seeking Men08448380779 Call Girls In Shahdara Women Seeking Men
08448380779 Call Girls In Shahdara Women Seeking Men
 
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
🔥HOT🔥📲9602870969🔥Prostitute Service in Udaipur Call Girls in City Palace Lake...
 

Real time
 performance
 of 
tube
 and 
traffic in
 London

Notas del editor

  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