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Analysis of Planned Journeys


               &




        By Richard Thurbin
richard.thurbin@cloudamber.com
         +44 7917 704 145
SCOOT      Diversion
                                            Argonaut
                                            Accidents          Detector                AVL
                                                                                      Vehicle
                                                                                      Centric            Queues
Neighbouring CDB




                                                                                                                             TIH


                                                     Journey
                                                      Times
                                                     Engine



        ANPR
                                                                                                                        Reports




   Street
   works



                                                                          Visibilit      Weather   Pollution   Events    Rising
       October 12 Rail Info
         CCTV                   AVL       Critical
                                          Issues
                                                      PGS       VMS
                                                                3            y                                          Bollards
                                Stop
                               Centric
Traffic Data Set
Object                    Current Live Items Records Per Day Archived Records
Accident                                 1                -               290
Car Park                               173              899         1,005,557
CCTV                                   358            3,935                 -
Detector                             1,395          599,545       110,194,717
Event                                  106                -               577
Incident                                 8                -            13,182
Streetwork                             399                -             8,144
Journey Time Link                      798           57,484        26,232,499
Journey Time Corridor                  317           88,217        10,814,350
Electronic Traffic Sign              1,112            9,446       144,202,932
Analysis
• Logs taken from Thursday 31st May from
  Nexus region
• 3334 Next Buses requests
• 705 Journeys Planned
• Data processed, analysed and
  presented
• Questions asked:
  – Where are Next Buses enquiries?
  – What is the enquiry horizon?
  – Where are the journeys are people asking
    about?
Next Buses Districts



                       Newcastle upon Tyne
                       North Tyneside
                       Gateshead
                       Sunderland
                       South Tyneside
Next Buses Localities
                        Newcastle upon Tyne
                        Gateshead
                        Sunderland
                        Durham
                        Ashington
                        Bishop Auckland
                        Heworth
                        Newton Aycliffe
                        Gosforth
                        Peterlee
                        Chester-le-Street
                        Ferryhill
                        Shiremoor
                        Wilton
                        North Shields
                        Longbenton
                        South Shields
Stop Areas
                   Gateshead (Tyne and Wear Metro Station)


                   Monument (Tyne and Wear Metro Station)


                   Central Station (Tyne and Wear Metro Station)


                   Shiremoor (Tyne and Wear Metro Station)


                   Haymarket (Tyne and Wear Metro Station)


                   Longbenton (Tyne and Wear Metro Station)


                   ICI Headquarters


                   South Gosforth (Tyne and Wear Metro Station)


                   Simonside (Tyne and Wear Metro Station)


                   Newcastle International Ferry Terminal


                   Regent Centre (Tyne and Wear Metro Station)




   + many others
Time Spread
   700



   600



   500



   400



   300



   200



   100



     0
         0   1   2   3   4   5   6   7   8   9   10   11   12   13   14   15   16   17   18   19   20   21   22   23

Count                                            Hour of day
Mapping
• Snapshot from early
  May
• Green circle
     – Start
• Yellow line
     – As the crow flies
• Red diamond
     – Destination

http://traveline.data.cloudamberdevelopment.com
Unfiltered
Unfiltered
12am to 6am
12am to 6am
6am to 9am
6am to 9am
9am to 12pm
9am to 12pm
12pm to 2pm
12pm to 2pm
12pm to 2pm
2pm to 5pm
2pm to 5pm
5pm to 7pm
5pm to 7pm
7pm to 12am
7pm to 12am
Time Spread
   70



   60



   50



   40



   30



   20



   10



    0
        0   1   2   3   4   5   6   7   8   9   10   11   12   13   14   15   16   17   18   19   20   21   22   23

Count                                           Hour of day
Next Buses & Journey Planning
                  Comparison
   700



   600               Red – Next Buses
                     Blue – Journey Planning
   500



   400



   300



   200



   100



     0
         0   1   2    3   4   5   6   7   8   9   10   11   12   13   14   15   16   17   18   19   20   21   22   23

Count                                             Hour of day
Journey Plan Horizon
   350



   300                                                                          13 Enquiries > 24hr
   250



   200



   150



   100



   50



     0
         1   2   3   4   5   6   7   8   9   10   11   12   13   14   15   16    17   18   19   20   21   22   23   24
Count
                                             Hours Ahead
Journey Plan Horizon (1hr)
  180


  160


  140


  120


  100


   80


   60


   40


   20


    0
        0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 21 22 23 25 26 28 29 31 32 33 37 38 39 40 41 42 43 45 48 49 50 51 52 53 54 55 56 57 59

Count
                                                      Minutes Ahead
Further Questions
• Fulfilment?
• Planned disruptions?
• Actual disruptions?
• Quality of service?
• Journey time comparison between
  modes?
• How do enquiries relate to population
  density?
Further Questions
• Creating the potential for a passenger
  centric outcome:
  • Deep integration with live actual traffic
    conditions?
  • Potential for dynamic journey re-
    assessment based on condition changes?
  • Customer engagement – alerts and
    feedback?
  • Operator feedback?
What is the point of
   Traveline?
without live information…
Thank you for listening
http://traveline.data.cloudamberdevelopment.com




                                  Search ‘Cloud Amber’

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Analysis of Planned Journeys

  • 1. Analysis of Planned Journeys & By Richard Thurbin richard.thurbin@cloudamber.com +44 7917 704 145
  • 2.
  • 3. SCOOT Diversion Argonaut Accidents Detector AVL Vehicle Centric Queues Neighbouring CDB TIH Journey Times Engine ANPR Reports Street works Visibilit Weather Pollution Events Rising October 12 Rail Info CCTV AVL Critical Issues PGS VMS 3 y Bollards Stop Centric
  • 4. Traffic Data Set Object Current Live Items Records Per Day Archived Records Accident 1 - 290 Car Park 173 899 1,005,557 CCTV 358 3,935 - Detector 1,395 599,545 110,194,717 Event 106 - 577 Incident 8 - 13,182 Streetwork 399 - 8,144 Journey Time Link 798 57,484 26,232,499 Journey Time Corridor 317 88,217 10,814,350 Electronic Traffic Sign 1,112 9,446 144,202,932
  • 5. Analysis • Logs taken from Thursday 31st May from Nexus region • 3334 Next Buses requests • 705 Journeys Planned • Data processed, analysed and presented • Questions asked: – Where are Next Buses enquiries? – What is the enquiry horizon? – Where are the journeys are people asking about?
  • 6.
  • 7. Next Buses Districts Newcastle upon Tyne North Tyneside Gateshead Sunderland South Tyneside
  • 8. Next Buses Localities Newcastle upon Tyne Gateshead Sunderland Durham Ashington Bishop Auckland Heworth Newton Aycliffe Gosforth Peterlee Chester-le-Street Ferryhill Shiremoor Wilton North Shields Longbenton South Shields
  • 9. Stop Areas Gateshead (Tyne and Wear Metro Station) Monument (Tyne and Wear Metro Station) Central Station (Tyne and Wear Metro Station) Shiremoor (Tyne and Wear Metro Station) Haymarket (Tyne and Wear Metro Station) Longbenton (Tyne and Wear Metro Station) ICI Headquarters South Gosforth (Tyne and Wear Metro Station) Simonside (Tyne and Wear Metro Station) Newcastle International Ferry Terminal Regent Centre (Tyne and Wear Metro Station) + many others
  • 10. Time Spread 700 600 500 400 300 200 100 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Count Hour of day
  • 11.
  • 12. Mapping • Snapshot from early May • Green circle – Start • Yellow line – As the crow flies • Red diamond – Destination http://traveline.data.cloudamberdevelopment.com
  • 30. Time Spread 70 60 50 40 30 20 10 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Count Hour of day
  • 31. Next Buses & Journey Planning Comparison 700 600 Red – Next Buses Blue – Journey Planning 500 400 300 200 100 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Count Hour of day
  • 32. Journey Plan Horizon 350 300 13 Enquiries > 24hr 250 200 150 100 50 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 Count Hours Ahead
  • 33. Journey Plan Horizon (1hr) 180 160 140 120 100 80 60 40 20 0 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 19 21 22 23 25 26 28 29 31 32 33 37 38 39 40 41 42 43 45 48 49 50 51 52 53 54 55 56 57 59 Count Minutes Ahead
  • 34. Further Questions • Fulfilment? • Planned disruptions? • Actual disruptions? • Quality of service? • Journey time comparison between modes? • How do enquiries relate to population density?
  • 35. Further Questions • Creating the potential for a passenger centric outcome: • Deep integration with live actual traffic conditions? • Potential for dynamic journey re- assessment based on condition changes? • Customer engagement – alerts and feedback? • Operator feedback?
  • 36. What is the point of Traveline? without live information…
  • 37. Thank you for listening http://traveline.data.cloudamberdevelopment.com Search ‘Cloud Amber’