SlideShare a Scribd company logo
1 of 12
Download to read offline
David Levy
Insee
Measuring access to services in
French region
5 novembre
2018INSEE – Route optimization
The needs
The extent to which many types of services are
physically accessible to individuals located in different
places
How to locate a public equipement to allow maximum
of individuals to access it in a reasonable time
5 novembre
2018INSEE – Route optimization
Examples
Health policy : how far are located individuals to health
services ?
For each cities (36 000), we need to know the distance
(kilometers, minutes) to access the main health services
(about 15).
5 novembre
2018INSEE – Route optimization
Time to access the main health services
5 novembre
2018INSEE – Route optimization
Inside a city
Transportation policy: how far are located individuals to a
subway or tramway station ?
We use the same application. Instead of road network, we
use public transportation network (GTFS file)
5 novembre
2018INSEE – Route optimization
The use of urban by transport distances
14% of the population more than 30 minutes
from a subway stop in Marseille
5 novembre
2018INSEE – Route optimization
5 novembre
2018INSEE – Route optimization
5 novembre
2018INSEE – Route optimization
How we do it ?
With informations from
- IGN (National Institute of Geography) we produce a road
network
- public transportation society (as RATP in Paris) we use
GTFS files (description of the network) directly in our
software
We calculate the best path from a start point to an end
point
R-Shiny web application
5 novembre
2018INSEE – Route optimization11
R-Shiny application
5 novembre
2018INSEE – Route optimization12
And next ?
We actually test the possibilty of use Open Street
Map API
API can be called from our R-Shiny application

More Related Content

What's hot

Multidimensional Monitoring of Cycling Mobility
Multidimensional Monitoring of Cycling MobilityMultidimensional Monitoring of Cycling Mobility
Multidimensional Monitoring of Cycling MobilityMartin L
 
GI-Forum 2014: Assessing bicycle safety in road networks
GI-Forum 2014: Assessing bicycle safety in road networksGI-Forum 2014: Assessing bicycle safety in road networks
GI-Forum 2014: Assessing bicycle safety in road networksMartin L
 
Inspiration for healthy regions
Inspiration for healthy regionsInspiration for healthy regions
Inspiration for healthy regionsHerbert Tiemens
 
Assessing spatial accessibility to primary health care services in the Metrop...
Assessing spatial accessibility to primary health care services in the Metrop...Assessing spatial accessibility to primary health care services in the Metrop...
Assessing spatial accessibility to primary health care services in the Metrop...Big Data Spain
 
Urban structure of Paris (Case Study)
Urban structure of Paris (Case Study)Urban structure of Paris (Case Study)
Urban structure of Paris (Case Study)KunalPolkundwar
 
Transport in the future and it's impact to university research
Transport in the future and it's impact to university researchTransport in the future and it's impact to university research
Transport in the future and it's impact to university researchUniversiti Kebangsaan Malaysia
 
Hotspot analysis of accident spots in bhubaneswar using qgis
Hotspot analysis of accident spots in bhubaneswar using qgisHotspot analysis of accident spots in bhubaneswar using qgis
Hotspot analysis of accident spots in bhubaneswar using qgisBadal Mohanty
 
apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...
apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...
apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...apidays
 
Innovation in city logistics Amsterdam (NL) - 2020
Innovation in city logistics Amsterdam (NL) - 2020Innovation in city logistics Amsterdam (NL) - 2020
Innovation in city logistics Amsterdam (NL) - 2020Walther Ploos van Amstel
 
The future of light electric vehicles in city logistics
The future of light electric vehicles in city logisticsThe future of light electric vehicles in city logistics
The future of light electric vehicles in city logisticsWalther Ploos van Amstel
 
Walkalytics - Accurate planning for your pedestrian-based services
Walkalytics - Accurate planning for your pedestrian-based servicesWalkalytics - Accurate planning for your pedestrian-based services
Walkalytics - Accurate planning for your pedestrian-based servicesStephan Heuel
 
Getting Outside Begins Online
Getting Outside Begins OnlineGetting Outside Begins Online
Getting Outside Begins OnlineTrailhead Labs
 
Designing Swarms of Cyber-Physical Systems: The H2020 CPSwarm Project
Designing Swarms of Cyber-Physical Systems: The H2020 CPSwarm ProjectDesigning Swarms of Cyber-Physical Systems: The H2020 CPSwarm Project
Designing Swarms of Cyber-Physical Systems: The H2020 CPSwarm ProjectAlessandra Bagnato
 

What's hot (20)

Multidimensional Monitoring of Cycling Mobility
Multidimensional Monitoring of Cycling MobilityMultidimensional Monitoring of Cycling Mobility
Multidimensional Monitoring of Cycling Mobility
 
GI-Forum 2014: Assessing bicycle safety in road networks
GI-Forum 2014: Assessing bicycle safety in road networksGI-Forum 2014: Assessing bicycle safety in road networks
GI-Forum 2014: Assessing bicycle safety in road networks
 
Inspiration for healthy regions
Inspiration for healthy regionsInspiration for healthy regions
Inspiration for healthy regions
 
LinkedIn-Presentations
LinkedIn-PresentationsLinkedIn-Presentations
LinkedIn-Presentations
 
Assessing spatial accessibility to primary health care services in the Metrop...
Assessing spatial accessibility to primary health care services in the Metrop...Assessing spatial accessibility to primary health care services in the Metrop...
Assessing spatial accessibility to primary health care services in the Metrop...
 
Urban structure of Paris (Case Study)
Urban structure of Paris (Case Study)Urban structure of Paris (Case Study)
Urban structure of Paris (Case Study)
 
Transport in the future and it's impact to university research
Transport in the future and it's impact to university researchTransport in the future and it's impact to university research
Transport in the future and it's impact to university research
 
Future city logistics
Future city logisticsFuture city logistics
Future city logistics
 
Amsterdam City Logistics 2020
Amsterdam City Logistics 2020Amsterdam City Logistics 2020
Amsterdam City Logistics 2020
 
Hotspot analysis of accident spots in bhubaneswar using qgis
Hotspot analysis of accident spots in bhubaneswar using qgisHotspot analysis of accident spots in bhubaneswar using qgis
Hotspot analysis of accident spots in bhubaneswar using qgis
 
Mapping mobility Marco Puts
Mapping mobility Marco PutsMapping mobility Marco Puts
Mapping mobility Marco Puts
 
apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...
apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...
apidays LIVE Helsinki - 16 Million API calls / day delivering best traffic in...
 
Innovation in city logistics Amsterdam (NL) - 2020
Innovation in city logistics Amsterdam (NL) - 2020Innovation in city logistics Amsterdam (NL) - 2020
Innovation in city logistics Amsterdam (NL) - 2020
 
Mapping mobility Piyushimita Thakuriah
Mapping mobility Piyushimita ThakuriahMapping mobility Piyushimita Thakuriah
Mapping mobility Piyushimita Thakuriah
 
The future of light electric vehicles in city logistics
The future of light electric vehicles in city logisticsThe future of light electric vehicles in city logistics
The future of light electric vehicles in city logistics
 
Walkalytics - Accurate planning for your pedestrian-based services
Walkalytics - Accurate planning for your pedestrian-based servicesWalkalytics - Accurate planning for your pedestrian-based services
Walkalytics - Accurate planning for your pedestrian-based services
 
OSGIS-Hari
OSGIS-HariOSGIS-Hari
OSGIS-Hari
 
Sense-City
Sense-CitySense-City
Sense-City
 
Getting Outside Begins Online
Getting Outside Begins OnlineGetting Outside Begins Online
Getting Outside Begins Online
 
Designing Swarms of Cyber-Physical Systems: The H2020 CPSwarm Project
Designing Swarms of Cyber-Physical Systems: The H2020 CPSwarm ProjectDesigning Swarms of Cyber-Physical Systems: The H2020 CPSwarm Project
Designing Swarms of Cyber-Physical Systems: The H2020 CPSwarm Project
 

Similar to Levy, D. - Measuring access to services in French regions

Transport for Cairo (TfC)
Transport for Cairo (TfC)Transport for Cairo (TfC)
Transport for Cairo (TfC)Mohamed Hegazy
 
Moving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public TransportMoving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public TransportTristan Wiggill
 
20151116_Advanced_Journey_Planners_JLaborda_RACC_v2
20151116_Advanced_Journey_Planners_JLaborda_RACC_v220151116_Advanced_Journey_Planners_JLaborda_RACC_v2
20151116_Advanced_Journey_Planners_JLaborda_RACC_v2Josep Laborda
 
Advanced Journey Planners
Advanced Journey PlannersAdvanced Journey Planners
Advanced Journey PlannersJosep Laborda
 
Studer the challenge of sustainable transport systems 01
Studer   the challenge of sustainable transport systems 01Studer   the challenge of sustainable transport systems 01
Studer the challenge of sustainable transport systems 01LeNS_slide
 
Amulti-Agent Architecture for a Co-Modal Transport System
Amulti-Agent Architecture for a Co-Modal Transport SystemAmulti-Agent Architecture for a Co-Modal Transport System
Amulti-Agent Architecture for a Co-Modal Transport SystemIJMER
 
Sunset project-
Sunset project-Sunset project-
Sunset project-aanand125
 
Open Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic valueOpen Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic valueAngeles Navarro Rueda
 
World traffic management
World traffic managementWorld traffic management
World traffic managementAchu Zachariah
 
Traffic management system in Guwahati
Traffic management system in GuwahatiTraffic management system in Guwahati
Traffic management system in GuwahatiBhavana Reddy
 
Transport modelling at SBB
Transport modelling at SBBTransport modelling at SBB
Transport modelling at SBBAntonin Danalet
 
Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...
Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...
Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...IJERA Editor
 
Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"
Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"
Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"Alan Hoffman
 
Transportation Planning and Management.pptx
Transportation Planning and Management.pptxTransportation Planning and Management.pptx
Transportation Planning and Management.pptxSITAPANDEY9
 
Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...
Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...
Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...WRI Ross Center for Sustainable Cities
 
Global traffic scorecard di Inrix
Global traffic scorecard di InrixGlobal traffic scorecard di Inrix
Global traffic scorecard di InrixFilippo Bernardi
 
Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...
Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...
Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...Mindtrek
 

Similar to Levy, D. - Measuring access to services in French regions (20)

MetrX
MetrXMetrX
MetrX
 
The Open Transport Partnership
The Open Transport PartnershipThe Open Transport Partnership
The Open Transport Partnership
 
Transport for Cairo (TfC)
Transport for Cairo (TfC)Transport for Cairo (TfC)
Transport for Cairo (TfC)
 
Moving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public TransportMoving from Bus Rapid Transit to Integrated Public Transport
Moving from Bus Rapid Transit to Integrated Public Transport
 
20151116_Advanced_Journey_Planners_JLaborda_RACC_v2
20151116_Advanced_Journey_Planners_JLaborda_RACC_v220151116_Advanced_Journey_Planners_JLaborda_RACC_v2
20151116_Advanced_Journey_Planners_JLaborda_RACC_v2
 
Advanced Journey Planners
Advanced Journey PlannersAdvanced Journey Planners
Advanced Journey Planners
 
Studer the challenge of sustainable transport systems 01
Studer   the challenge of sustainable transport systems 01Studer   the challenge of sustainable transport systems 01
Studer the challenge of sustainable transport systems 01
 
Amulti-Agent Architecture for a Co-Modal Transport System
Amulti-Agent Architecture for a Co-Modal Transport SystemAmulti-Agent Architecture for a Co-Modal Transport System
Amulti-Agent Architecture for a Co-Modal Transport System
 
Sunset project-
Sunset project-Sunset project-
Sunset project-
 
Open Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic valueOpen Data policy implementations: Creating economic value
Open Data policy implementations: Creating economic value
 
World traffic management
World traffic managementWorld traffic management
World traffic management
 
Traffic management system in Guwahati
Traffic management system in GuwahatiTraffic management system in Guwahati
Traffic management system in Guwahati
 
Transport modelling at SBB
Transport modelling at SBBTransport modelling at SBB
Transport modelling at SBB
 
Paolo Rigato, Here Technologies
Paolo Rigato, Here TechnologiesPaolo Rigato, Here Technologies
Paolo Rigato, Here Technologies
 
Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...
Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...
Increasing the Road Capacity Not Always Improves the Travel Time: A Before an...
 
Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"
Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"
Save People Time - pt 4 of "A Market Focused Paradigm for Public Transit"
 
Transportation Planning and Management.pptx
Transportation Planning and Management.pptxTransportation Planning and Management.pptx
Transportation Planning and Management.pptx
 
Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...
Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...
Sustainable Mobility and Accessibility in Urban Areas of Africa - Roger Gorha...
 
Global traffic scorecard di Inrix
Global traffic scorecard di InrixGlobal traffic scorecard di Inrix
Global traffic scorecard di Inrix
 
Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...
Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...
Mika Kulmala - Introduction to ITS in Tampere: Strategy and vision - Mindtrek...
 

More from OECDregions

SQM_Lithium_Debruyne_ESG in rural event.pdf
SQM_Lithium_Debruyne_ESG in rural event.pdfSQM_Lithium_Debruyne_ESG in rural event.pdf
SQM_Lithium_Debruyne_ESG in rural event.pdfOECDregions
 
OECD Responsable Business Conduct_ESG in rural .pptx
OECD Responsable Business Conduct_ESG in rural .pptxOECD Responsable Business Conduct_ESG in rural .pptx
OECD Responsable Business Conduct_ESG in rural .pptxOECDregions
 
OECD _Minig Regions Intiiative_ESG and mining.pptx
OECD _Minig Regions Intiiative_ESG and mining.pptxOECD _Minig Regions Intiiative_ESG and mining.pptx
OECD _Minig Regions Intiiative_ESG and mining.pptxOECDregions
 
Imerys_Greece_Kefalas_ESG in rural presentation.pptx
Imerys_Greece_Kefalas_ESG in rural presentation.pptxImerys_Greece_Kefalas_ESG in rural presentation.pptx
Imerys_Greece_Kefalas_ESG in rural presentation.pptxOECDregions
 
Coolgardie municipalitiy_AUS_Trail_ESG in Rural.pptx
Coolgardie municipalitiy_AUS_Trail_ESG in Rural.pptxCoolgardie municipalitiy_AUS_Trail_ESG in Rural.pptx
Coolgardie municipalitiy_AUS_Trail_ESG in Rural.pptxOECDregions
 
OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...
OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...
OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...OECDregions
 
Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...
Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...
Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...OECDregions
 
Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...
Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...
Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...OECDregions
 
10 EU Mining Regions Kickoff Event Proceedings.pdf
10 EU Mining Regions Kickoff Event Proceedings.pdf10 EU Mining Regions Kickoff Event Proceedings.pdf
10 EU Mining Regions Kickoff Event Proceedings.pdfOECDregions
 
OECD TSI EU mining regions presentation.pdf
OECD TSI EU mining regions presentation.pdfOECD TSI EU mining regions presentation.pdf
OECD TSI EU mining regions presentation.pdfOECDregions
 
The global outlook of the demand and supply of minerals.pdf
The global outlook of the demand and supply of minerals.pdfThe global outlook of the demand and supply of minerals.pdf
The global outlook of the demand and supply of minerals.pdfOECDregions
 
EU Critical Raw Minerals Act Presentation.pdf
EU Critical Raw Minerals Act Presentation.pdfEU Critical Raw Minerals Act Presentation.pdf
EU Critical Raw Minerals Act Presentation.pdfOECDregions
 
Agenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdf
Agenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdfAgenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdf
Agenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdfOECDregions
 
Master PPT for RT Smart Cities 2023_WEB.pptx
Master PPT for RT Smart Cities 2023_WEB.pptxMaster PPT for RT Smart Cities 2023_WEB.pptx
Master PPT for RT Smart Cities 2023_WEB.pptxOECDregions
 
Shrinking smartly and sustainably
Shrinking smartly and sustainablyShrinking smartly and sustainably
Shrinking smartly and sustainablyOECDregions
 
The Netherlands: National Program Local Heat Transition
The Netherlands: National Program Local Heat TransitionThe Netherlands: National Program Local Heat Transition
The Netherlands: National Program Local Heat TransitionOECDregions
 
Decarbonising homes in cities in the Netherlands: a neighbourhood approach
Decarbonising homes in cities in the Netherlands: a neighbourhood approachDecarbonising homes in cities in the Netherlands: a neighbourhood approach
Decarbonising homes in cities in the Netherlands: a neighbourhood approachOECDregions
 
EC - Coal Regions in Transition - 26th January 2023
EC - Coal Regions in Transition - 26th January 2023EC - Coal Regions in Transition - 26th January 2023
EC - Coal Regions in Transition - 26th January 2023OECDregions
 
Voconiq - Measuring your social licence to operate - 26th January 2023
Voconiq - Measuring your social licence to operate - 26th January 2023Voconiq - Measuring your social licence to operate - 26th January 2023
Voconiq - Measuring your social licence to operate - 26th January 2023OECDregions
 
SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...
SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...
SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...OECDregions
 

More from OECDregions (20)

SQM_Lithium_Debruyne_ESG in rural event.pdf
SQM_Lithium_Debruyne_ESG in rural event.pdfSQM_Lithium_Debruyne_ESG in rural event.pdf
SQM_Lithium_Debruyne_ESG in rural event.pdf
 
OECD Responsable Business Conduct_ESG in rural .pptx
OECD Responsable Business Conduct_ESG in rural .pptxOECD Responsable Business Conduct_ESG in rural .pptx
OECD Responsable Business Conduct_ESG in rural .pptx
 
OECD _Minig Regions Intiiative_ESG and mining.pptx
OECD _Minig Regions Intiiative_ESG and mining.pptxOECD _Minig Regions Intiiative_ESG and mining.pptx
OECD _Minig Regions Intiiative_ESG and mining.pptx
 
Imerys_Greece_Kefalas_ESG in rural presentation.pptx
Imerys_Greece_Kefalas_ESG in rural presentation.pptxImerys_Greece_Kefalas_ESG in rural presentation.pptx
Imerys_Greece_Kefalas_ESG in rural presentation.pptx
 
Coolgardie municipalitiy_AUS_Trail_ESG in Rural.pptx
Coolgardie municipalitiy_AUS_Trail_ESG in Rural.pptxCoolgardie municipalitiy_AUS_Trail_ESG in Rural.pptx
Coolgardie municipalitiy_AUS_Trail_ESG in Rural.pptx
 
OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...
OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...
OECD Webinar - ESG to deliver well-being in resource-rich regions: the role o...
 
Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...
Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...
Agenda_Satelite event_EU Mining Regional Ecosystems_OECD and S3P Mining Indus...
 
Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...
Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...
Agenda_Satelite event_OECD and S3P Mining Industry_ 14 Nov_EU raw materials w...
 
10 EU Mining Regions Kickoff Event Proceedings.pdf
10 EU Mining Regions Kickoff Event Proceedings.pdf10 EU Mining Regions Kickoff Event Proceedings.pdf
10 EU Mining Regions Kickoff Event Proceedings.pdf
 
OECD TSI EU mining regions presentation.pdf
OECD TSI EU mining regions presentation.pdfOECD TSI EU mining regions presentation.pdf
OECD TSI EU mining regions presentation.pdf
 
The global outlook of the demand and supply of minerals.pdf
The global outlook of the demand and supply of minerals.pdfThe global outlook of the demand and supply of minerals.pdf
The global outlook of the demand and supply of minerals.pdf
 
EU Critical Raw Minerals Act Presentation.pdf
EU Critical Raw Minerals Act Presentation.pdfEU Critical Raw Minerals Act Presentation.pdf
EU Critical Raw Minerals Act Presentation.pdf
 
Agenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdf
Agenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdfAgenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdf
Agenda: Kick-off Meeting 21-22 September 2023 Evora, Portugal.pdf
 
Master PPT for RT Smart Cities 2023_WEB.pptx
Master PPT for RT Smart Cities 2023_WEB.pptxMaster PPT for RT Smart Cities 2023_WEB.pptx
Master PPT for RT Smart Cities 2023_WEB.pptx
 
Shrinking smartly and sustainably
Shrinking smartly and sustainablyShrinking smartly and sustainably
Shrinking smartly and sustainably
 
The Netherlands: National Program Local Heat Transition
The Netherlands: National Program Local Heat TransitionThe Netherlands: National Program Local Heat Transition
The Netherlands: National Program Local Heat Transition
 
Decarbonising homes in cities in the Netherlands: a neighbourhood approach
Decarbonising homes in cities in the Netherlands: a neighbourhood approachDecarbonising homes in cities in the Netherlands: a neighbourhood approach
Decarbonising homes in cities in the Netherlands: a neighbourhood approach
 
EC - Coal Regions in Transition - 26th January 2023
EC - Coal Regions in Transition - 26th January 2023EC - Coal Regions in Transition - 26th January 2023
EC - Coal Regions in Transition - 26th January 2023
 
Voconiq - Measuring your social licence to operate - 26th January 2023
Voconiq - Measuring your social licence to operate - 26th January 2023Voconiq - Measuring your social licence to operate - 26th January 2023
Voconiq - Measuring your social licence to operate - 26th January 2023
 
SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...
SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...
SAMMI (Cluster Minero Andino) - Managing Scope 3 Emissions in Mining - 26th J...
 

Recently uploaded

VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxfirstjob4
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSAishani27
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysismanisha194592
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAroojKhan71
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFxolyaivanovalion
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Delhi Call girls
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusTimothy Spann
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxolyaivanovalion
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxolyaivanovalion
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 

Recently uploaded (20)

VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Introduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptxIntroduction-to-Machine-Learning (1).pptx
Introduction-to-Machine-Learning (1).pptx
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICS
 
April 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's AnalysisApril 2024 - Crypto Market Report's Analysis
April 2024 - Crypto Market Report's Analysis
 
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al BarshaAl Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
Al Barsha Escorts $#$ O565212860 $#$ Escort Service In Al Barsha
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
Halmar dropshipping via API with DroFx
Halmar  dropshipping  via API with DroFxHalmar  dropshipping  via API with DroFx
Halmar dropshipping via API with DroFx
 
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
 
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
Call Girls in Sarai Kale Khan Delhi 💯 Call Us 🔝9205541914 🔝( Delhi) Escorts S...
 
Generative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and MilvusGenerative AI on Enterprise Cloud with NiFi and Milvus
Generative AI on Enterprise Cloud with NiFi and Milvus
 
Sampling (random) method and Non random.ppt
Sampling (random) method and Non random.pptSampling (random) method and Non random.ppt
Sampling (random) method and Non random.ppt
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
Ravak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptxRavak dropshipping via API with DroFx.pptx
Ravak dropshipping via API with DroFx.pptx
 
B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
VIP Call Girls Service Charbagh { Lucknow Call Girls Service 9548273370 } Boo...
 

Levy, D. - Measuring access to services in French regions

  • 1. David Levy Insee Measuring access to services in French region
  • 2. 5 novembre 2018INSEE – Route optimization The needs The extent to which many types of services are physically accessible to individuals located in different places How to locate a public equipement to allow maximum of individuals to access it in a reasonable time
  • 3. 5 novembre 2018INSEE – Route optimization Examples Health policy : how far are located individuals to health services ? For each cities (36 000), we need to know the distance (kilometers, minutes) to access the main health services (about 15).
  • 4. 5 novembre 2018INSEE – Route optimization Time to access the main health services
  • 5. 5 novembre 2018INSEE – Route optimization Inside a city Transportation policy: how far are located individuals to a subway or tramway station ? We use the same application. Instead of road network, we use public transportation network (GTFS file)
  • 6. 5 novembre 2018INSEE – Route optimization The use of urban by transport distances 14% of the population more than 30 minutes from a subway stop in Marseille
  • 7.
  • 8. 5 novembre 2018INSEE – Route optimization
  • 9. 5 novembre 2018INSEE – Route optimization
  • 10. 5 novembre 2018INSEE – Route optimization How we do it ? With informations from - IGN (National Institute of Geography) we produce a road network - public transportation society (as RATP in Paris) we use GTFS files (description of the network) directly in our software We calculate the best path from a start point to an end point R-Shiny web application
  • 11. 5 novembre 2018INSEE – Route optimization11 R-Shiny application
  • 12. 5 novembre 2018INSEE – Route optimization12 And next ? We actually test the possibilty of use Open Street Map API API can be called from our R-Shiny application