Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land...
Transcript of Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land...
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International Workshop on Integrating Geospatial and Statistical Information 9-12 June 2014,Beijing China
Copyright © 2014, Singapore Land Authority, All Rights Reserved
Ng Siau Yong, Director
SeeingStatistics Through Lens of a Map
Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014
Jonathan Goh, Principal Geospatial ConsultantGeoSpatial Division, Singapore Land Authority
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Transport DataProperty DataDemographic Data
Environmental Data Satellite Imagery
Geo-People
Geo-Government
Geo-Economy
Base Maps
Business Data
Copyright © 2014, Singapore Land Authority, All Rights Reserved
Synergistic Data SG SPACE
Singapore Geospatial Collaborative Environment
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Platforms for data sharing, analysis and solution
generation
Overlay & consolidate GeoSpatial
layers
Extensive collection of GeoSpatial information
Land
Environment
Transport
Building
Satellite & Sensors
3D
Demographic
Underground
Census
Remote SensingAirborne Imagery
Survey
Sensors
Plans & Drawings
Transport
Community
Platforms
Virtual Singapore
Citizens Community
Citizens Community
Research & Expert Service
Research & Expert Service
Agency. People. Business. Applications
Policy
Planning
Service
Analytics
Commerce
Civic
Synergistic Data SG SPACE
Singapore Geospatial Collaborative Environment
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Stakeholders
Ministries & Agencies
Outcomes
1. Enhance Public Sector Service Delivery
2. Support Policy and Decision Making
1. Build Geospatial Competency within and across public sector
2.Facilitate multi/inter-agency data sharing, visualisation and geo-analytics
Geo Fund
36 Geo-Analytics Collaboration
28 Agencies
Projects Awarded17
US$5.3milWorth of projects
>4 Communities
Geo-Government
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Stakeholders
Public, NGOs & Researchers
Outcomes
1. Develop nation-wide geospatial capability
2. Increase Geospatial literacy
1. Nurture Geo-talent
Singapore Geospatial Scholarship & Competency Framework
2. Enhance Public Geo-literacy
31 Geo-Events
>3000 Attendees
Geo-People
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-Economy
Stakeholders
Geospatial Industry,Retail, LogisticsManufacturing
Outcomes
1. Grow Geospatial Industry in Singapore
2. Support Singapore’s key economic drivers
1. Foster Private-Sector Innovation
2. New Geospatial Technologies to Support Next Wave of Economic Development
Geospatial R&D Copyright © 2014, Singapore Land Authority, All Rights
Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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i-Singapore Programme
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GEO DATA
•494 data layers by 38 agencies•Accessible to ALL public officers
GEO-ANALYTICS TOOLS
•Geocoding•Heatmap•Service Area•Proximity Search
Multi-Window Public Access
General Public
Businesses
NGOs Educational Institutions
Secure Govt Intranet
Geo-Platfoms
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-Platfoms GeoCommunities SG SPACE
Singapore Geospatial Collaborative Environment
Tackling Climate Change
NEA & SLA led Climate Change Comm (CLICIS)
IDA & SLA led Nationwide Sensor Map
Support WOG Collaboration
Slope Hazard Repository and Analysis System (SHARES)
Mitigating Land Slides
GeoSpatial Infrastructure LayersWorking Group (GILWG)
Urban Planning
88Copyright © 2014, Singapore Land Authority, All Rights
Reserved
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Geo-Platfoms OneMap
Map Portal for Public Sector Data
•88 Participating Agencies
•37 Contributing Agencies
•81 Data Themes
•42 Web Services
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-Platfoms OneMap Population Query
Map Portal for Public Sector Data
•88 Participating Agencies
•37 Contributing Agencies
•81 Data Themes
•42 Web Services
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-analytics Collaboration
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Quick Facts about National Library Board of Singapore
Geo-analytics Collaboration NLB
Libraries1 National Librariy25 Public Libraries,
Other Libraries
MembershipMore than 2m members
VisitsMore than 36m visits
LoansMore than 30m loans
CollectionMore than 1.5m titlesMore than 8m items
Online UsageDigital User Visits: > 8.1m
e-Retrievals: > 47.4m
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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Using GIS to M-A-P Libraries Data
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
40 million rows of
data • 30,000,000 loans• 8,000,000 titles• 2,000,000 members
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Using GIS to M-A-P Libraries Data
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
4 years worth of library
data (FY09-FY12)
160 million (40x3)rows
of data
M(AP) A(NALYSE) P(REDICT)
Other Agency Sources
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Where are our readers?
What do Singaporeans
read?
What is the reach of libraries to the community?
What are the factors that
influence people to visit a library
Where should we locate our libraries?
What is the impacton usage when a new library open?
1. Current Situation 2. Trends & Patterns
Scope of Analysis
Geo-analytics Collaboration
3. Scenario Planning
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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Can books collection be
redesigned to meet local needs?
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Where are Our Libraries Located?
Geo-analytics Collaboration
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Library Membership Penetration (Teens)
Geo-analytics Collaboration
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Penetration: No of Active Patrons/ No of Residents
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Library Membership Penetration (Seniors)
Geo-analytics Collaboration
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Library Membership Penetration (Teens)
Geo-analytics Collaboration
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Penetration: No of Active Patrons/ No of Residents
Mean Penetration : 38%
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Where are Our Readers?
Geo-analytics Collaboration NLB
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1
2
3
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What are Singaporeans Reading (Health)?
Geo-analytics Collaboration
1
2
3
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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What are Singaporeans Reading (Romance)?
Geo-analytics Collaboration
1
2
3
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What is the geographical reach of the libraries?
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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What is the geographical reach of the libraries?
Geo-analytics Collaboration
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Jurong Regional Library Patrons FY11
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What is the geographical reach of the libraries?
Geo-analytics Collaboration
• < 1 : Other libraries attracts proportionally more patron from the library’s catchment
• = 1 : Library attracts same proportion of patrons from outside its catchment
• > 1 : Library attracts proportionally more patrons from outside its catchment
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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New Library Impact Analysis
Geo-analytics Collaboration
Before Clementi Library opens Copyright © 2014, Singapore Land Authority, All Rights
Reserved
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New Library Impact Analysis
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
27 After Clementi Library opens
After new library opening:
25% Patrons47% Loans
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Analyse location factors influencing library usage
Geo-analytics Collaboration
0
20000
40000
60000
80000
100000
120000
140000
0 2 4 6
Patr
on N
o
Shopping Amenities Index
1. Population
Location Factors
2. Shopping Amenities
3. Public Transport Accessibility
Copyright © 2014, Singapore Land Authority, All Rights Reserved
4. No of Schools Nearby
5. Distance between Libraries
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Copyright © 2014, Singapore Land Authority, All Rights Reserved
Uncovering new insights through a geospatial lens
Geo-analytics Collaboration
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Where do we relocate Library to maximisecommunity reach?
How does a library’s location influence a patron’s choice of
library?
What is the reach of a library to different
segment of a population?
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Mr Ng Siau YongDirector, Geospatial Division
Singapore Land [email protected]
Thank You!
Jonathan GohPrincipal Geospatial Consultant,
Geospatial DivisionSingapore Land Authority
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Copyright © 2014, Singapore Land Authority, All Rights Reserved
Scenario Planning
Geo-analytics Collaboration
New Library to cater to population growth
Redesign collectionfor changing population
profile
Relocate Library to optimise service
coverage
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2. KnowledgeDiscovery
1.Geo-visualisation
2. Uncover healthcare-service gaps
1. Map demographic data and exiting health facilities
Geo-Government Geo-Analytics Collaboration
Singapore Geospatial Collaborative Environment
Geo-Modelling
3. Site selection modelling for new hospital
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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2. KnowledgeDiscovery
1.Geo-visualisation
2. Uncover healthcare-service gaps
1. Map demographic data and exiting health facilities
Geo-Government Geo-Analytics Collaboration
Singapore Geospatial Collaborative Environment
Geo-Modelling
3. Site selection modelling for new hospital
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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2. KnowledgeDiscovery
1.Geo-visualisation
2. Uncover healthcare-service gaps
1. Map demographic data and exiting health facilities
Geo-Government Geo-Analytics Collaboration
Singapore Geospatial Collaborative Environment
Geo-Modelling
3. Site selection modelling for new hospital
Copyright © 2014, Singapore Land Authority, All Rights Reserved
34
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Geo-PeopleGeo-Government
Geo-Economy
Spatially-EnabledNation
Government Enterprise & Communities
Vision
Stakeholders
Goals
Vision & Goals
Singapore Geospatial Collaborative Environment
Copyright © 2014, Singapore Land Authority, All Rights Reserved
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Geo-Analytics Tools•Geocoding
•Heat Map
•Proximity Search
•Service Area
Geo-Platfoms GeoSpace
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-Analytics Tools•Geocoding
•Heat Map
•Proximity Search
•Service Area
Geo-Platfoms GeoSpace
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
37
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Geo-Platfoms GeoSpace
Geo-Analytics Tools•Geocoding
•Heat Map
•Proximity Search
•Service Area
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-Platfoms GeoSpace
Geo-Analytics Tools•Geocoding
•Heat Map
•Proximity Search
•Service Area
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Geo-Platfoms OneMap Private Sector
Catalyst for Private Sector Development
1. Comfort Delgro Taxing BookingTaxi Booking Application
2. Global Yellow PagesBusiness Directory Search
3. Quantum Inventions Pte LtdCustomised Real Time Navigation
4. ShowNearby Pte LtdShow Nearby Analytics
Copyright © 2014, Singapore Land Authority, All Rights Reserved
SG SPACE
Singapore Geospatial Collaborative Environment
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Trend Analysis on Library Patrons
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
41
Jurong Regional Library Patrons FY12
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Trend Analysis on Library Patrons
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
42
Jurong Regional Library Patrons FY11
Clementi library opened on April 2011
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What is the geographical reach of the libraries?
Geo-analytics Collaboration
43Copyright © 2014, Singapore Land Authority, All Rights
Reserved
Jurong Regional Library Patrons FY09
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What is the geographical reach of the libraries?
Geo-analytics Collaboration
Copyright © 2014, Singapore Land Authority, All Rights Reserved
44
Jurong Regional Library Patrons FY10