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How to get data moving:
Impact of big data on transportation
1. How big is big data in transport?
2. How to reap big data opportunities?
3. What do APIs have to do with it?
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
How big is big data in transport?
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
Transport and mobility data is accumulating at an unimaginable
rate and transforming how the industry functions.
A single connected vehicle alone is predicted to upload 25gb of
data in a single hour to the cloud.
That data, is currently disparate, non formalised and complex for
developers and businesses to share and consume.
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
Objects
Connected cars
Roads
Traffic lights
Trains
Buses
Bikes
Trucks
CONNECTIVITY
Services
Ride hailing services
Ride sharing services
Bike sharing services
Geolocation services
Mapping services
Weather services
Traffic monitoring services
CONTEXT
Sources
… where is it coming from?
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
Government
Urban planners
Architects
Local authorities
Automotive industry
Cycling industry
Rail industry
Transportation planners
Delivery, freight and logistics
operators
Vehicle Fleet services
Recovery services
Insurance companies
Public transportation authorities
Environmental bodies
Transportation innovators
Routing and planning
Traffic insight and monitoring
Mobile service providers
Business functions
… what can you do with it?
Big data brings big opportunities.
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
BIG DATA
SOCIAL
MOBILITY
NEW MOBILITY
FRAMEWORK
URBAN
MOBILITY
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
BIG
DATA
SOCIAL
MOBILITY
NEW
FRAME-
WORK
URBAN
MOBILITY
CHARACTERISTICS
➔ STRUCTURED | UNSTRUCTURED
➔ STANDARD COMPLIANT | NON-COMPLIANT
➔ SUPPORTED | UNSUPPORTED
➔ REAL-TIME | INTERVALS
➔ FREE | PAID
➔ OFFICIAL | UNOFFICIAL
➔ OPEN | CLOSED
DATA COMES IN MANY FORMS
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
BIG
DATA
SOCIAL
MOBILITY
NEW
FRAME-
WORK
URBAN
MOBILITY
URBAN SPACE
URBAN PLANNING | REAL ESTATE | ENVIRONMENT
(ELECTRIFICATION)
MOVEMENT
RIDE SHARING | RIDE HAILING | MULTIMODAL |
AUTOMATION & SELF DRIVING CARS
EFFICIENCIES
INSURANCE PREMIUM AND POLICY | PREDICTIVE
MAINTENANCE
DESIRED BENEFITS: EFFICIENCY AND EFFECTIVENESS
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
BIG
DATA
SOCIAL
MOBILITY
NEW
FRAME-
WORK
URBAN
MOBILITY
URBAN SPACE
URBAN PLANNING | REAL ESTATE | ENVIRONMENT
(ELECTRIFICATION)
MOVEMENT
RIDE SHARING | RIDE HAILING | MULTIMODAL |
AUTOMATION & SELF DRIVING CARS
EFFICIENCIES
INSURANCE PREMIUM AND POLICY | PREDICTIVE
MAINTENANCE | SAFETY
DESIRED BENEFITS: EFFICIENCY AND EFFECTIVENESS
DO THESE SOLUTIONS DELIVER THE DESIRED EFFECT?
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
BIG
DATA
SOCIAL
MOBILITY
NEW
FRAME-
WORK
URBAN
MOBILITY
SOCIAL INCLUSIVITY
➔ (RE)GAINED MOBILE INDEPENDENCE FOR THE
ELDERLY, CHILDREN, MOTHERS, AND DISABLED
PEOPLE
➔ (RE)CLAIMING SPACE FOR COMMUNITIES
(PARKING, ROADS, CAR PARKS)
ECONOMIC INCLUSIVITY
➔ CONNECTING REMOTE AREAS
(ACCESS WORK, SCHOOL AND AMENITIES)
➔ LOWER PRICES THROUGH NEW BUSINESS MODELS
(PAY-PER-USE, SUBSCRIPTION, ETC.)
THESE BENEFITS WILL ACCELERATE THE ADOPTION OF A NEW
MENTAL FRAMEWORK
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
BIG
DATA
SOCIAL
MOBILITY
NEW
FRAME-
WORK
URBAN
MOBILITY
NEW ROLE OF CAR IN 21ST CENTURY
➔ MORE PHONE THAN CAR
(REMOTE UPDATES, CONNECTED)
➔ MORE ANDROID THAN IPHONE
(LESS BRAND FOCUSED, MORE CUSTOM FOCUSED)
AREAS OF FOCUS
➔ ENVIRONMENTAL BENEFITS >> ELECTRIFICATION
➔ URBAN MOBILITY BENEFITS >> RIDE-SHARING
➔ SOCIAL MOBILITY BENEFITS >> AUTOMATION
SCENARIOS WITH THE GREATEST BENEFITS REQUIRE MOST
POLICY SUPPORT
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
Transform big data into
innovation through APIs, the
lifeblood of the connected world.
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
ANALYSIS BY FORESTTHEWOODS ON
MEDIUM BASED ON GOOGLE MAPS API
Software is eating the world and
APIs are eating software.
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
FORMAT
REAL-TIME
DATA
DEEP
ANALYSIS
(AI)
SUPPORT
COMBINING
DATA
SOURCES
ACCESSIBILITY
MANIPULATION
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
QUALITY
OPEN
DATA
CLOSED
DATA
Three different data perspectives.
Many use cases.
TFL ACCIDENT DATA TFL CONGESTION DATA TFL ACCESSIBILITY DATA
FIRST TIER (TFL RELATED)
MAINTENANCE | OPTIMISATION | POLICY
SECOND TIER (CONTEXT)
REAL ESTATE | ADVERTISING | INSURANCE
Bringing together this data, via common, simple to use services,
opens up unprecedented possibilities for learning, discovery
and transformation across the mobility sector.
Attractive business models can be build around making data
available, connecting data, and using APIs to create new forms
of products and services.
B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
P R E S E N T A T I O N T I T L E
Opening data opens innovation.
@dovuapi
arwen@dovu.io

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Bright talk dovu

  • 1. How to get data moving: Impact of big data on transportation
  • 2. 1. How big is big data in transport? 2. How to reap big data opportunities? 3. What do APIs have to do with it? B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 3. How big is big data in transport? B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 4. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N Transport and mobility data is accumulating at an unimaginable rate and transforming how the industry functions. A single connected vehicle alone is predicted to upload 25gb of data in a single hour to the cloud. That data, is currently disparate, non formalised and complex for developers and businesses to share and consume.
  • 5. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N Objects Connected cars Roads Traffic lights Trains Buses Bikes Trucks CONNECTIVITY Services Ride hailing services Ride sharing services Bike sharing services Geolocation services Mapping services Weather services Traffic monitoring services CONTEXT Sources … where is it coming from?
  • 6. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N Government Urban planners Architects Local authorities Automotive industry Cycling industry Rail industry Transportation planners Delivery, freight and logistics operators Vehicle Fleet services Recovery services Insurance companies Public transportation authorities Environmental bodies Transportation innovators Routing and planning Traffic insight and monitoring Mobile service providers Business functions … what can you do with it?
  • 7. Big data brings big opportunities. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 8. BIG DATA SOCIAL MOBILITY NEW MOBILITY FRAMEWORK URBAN MOBILITY B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 9. BIG DATA SOCIAL MOBILITY NEW FRAME- WORK URBAN MOBILITY CHARACTERISTICS ➔ STRUCTURED | UNSTRUCTURED ➔ STANDARD COMPLIANT | NON-COMPLIANT ➔ SUPPORTED | UNSUPPORTED ➔ REAL-TIME | INTERVALS ➔ FREE | PAID ➔ OFFICIAL | UNOFFICIAL ➔ OPEN | CLOSED DATA COMES IN MANY FORMS B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 10. BIG DATA SOCIAL MOBILITY NEW FRAME- WORK URBAN MOBILITY URBAN SPACE URBAN PLANNING | REAL ESTATE | ENVIRONMENT (ELECTRIFICATION) MOVEMENT RIDE SHARING | RIDE HAILING | MULTIMODAL | AUTOMATION & SELF DRIVING CARS EFFICIENCIES INSURANCE PREMIUM AND POLICY | PREDICTIVE MAINTENANCE DESIRED BENEFITS: EFFICIENCY AND EFFECTIVENESS B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 11. BIG DATA SOCIAL MOBILITY NEW FRAME- WORK URBAN MOBILITY URBAN SPACE URBAN PLANNING | REAL ESTATE | ENVIRONMENT (ELECTRIFICATION) MOVEMENT RIDE SHARING | RIDE HAILING | MULTIMODAL | AUTOMATION & SELF DRIVING CARS EFFICIENCIES INSURANCE PREMIUM AND POLICY | PREDICTIVE MAINTENANCE | SAFETY DESIRED BENEFITS: EFFICIENCY AND EFFECTIVENESS DO THESE SOLUTIONS DELIVER THE DESIRED EFFECT? B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 12.
  • 13.
  • 14. BIG DATA SOCIAL MOBILITY NEW FRAME- WORK URBAN MOBILITY SOCIAL INCLUSIVITY ➔ (RE)GAINED MOBILE INDEPENDENCE FOR THE ELDERLY, CHILDREN, MOTHERS, AND DISABLED PEOPLE ➔ (RE)CLAIMING SPACE FOR COMMUNITIES (PARKING, ROADS, CAR PARKS) ECONOMIC INCLUSIVITY ➔ CONNECTING REMOTE AREAS (ACCESS WORK, SCHOOL AND AMENITIES) ➔ LOWER PRICES THROUGH NEW BUSINESS MODELS (PAY-PER-USE, SUBSCRIPTION, ETC.) THESE BENEFITS WILL ACCELERATE THE ADOPTION OF A NEW MENTAL FRAMEWORK B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 15. BIG DATA SOCIAL MOBILITY NEW FRAME- WORK URBAN MOBILITY NEW ROLE OF CAR IN 21ST CENTURY ➔ MORE PHONE THAN CAR (REMOTE UPDATES, CONNECTED) ➔ MORE ANDROID THAN IPHONE (LESS BRAND FOCUSED, MORE CUSTOM FOCUSED) AREAS OF FOCUS ➔ ENVIRONMENTAL BENEFITS >> ELECTRIFICATION ➔ URBAN MOBILITY BENEFITS >> RIDE-SHARING ➔ SOCIAL MOBILITY BENEFITS >> AUTOMATION SCENARIOS WITH THE GREATEST BENEFITS REQUIRE MOST POLICY SUPPORT B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 16. Transform big data into innovation through APIs, the lifeblood of the connected world. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 17. ANALYSIS BY FORESTTHEWOODS ON MEDIUM BASED ON GOOGLE MAPS API
  • 18. Software is eating the world and APIs are eating software. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 19. FORMAT REAL-TIME DATA DEEP ANALYSIS (AI) SUPPORT COMBINING DATA SOURCES ACCESSIBILITY MANIPULATION B I G D A T A I M P A C T O N T R A N S P O R T A T I O N QUALITY OPEN DATA CLOSED DATA
  • 20. Three different data perspectives. Many use cases. TFL ACCIDENT DATA TFL CONGESTION DATA TFL ACCESSIBILITY DATA FIRST TIER (TFL RELATED) MAINTENANCE | OPTIMISATION | POLICY SECOND TIER (CONTEXT) REAL ESTATE | ADVERTISING | INSURANCE
  • 21. Bringing together this data, via common, simple to use services, opens up unprecedented possibilities for learning, discovery and transformation across the mobility sector. Attractive business models can be build around making data available, connecting data, and using APIs to create new forms of products and services. B I G D A T A I M P A C T O N T R A N S P O R T A T I O N
  • 22. P R E S E N T A T I O N T I T L E Opening data opens innovation.