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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 Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan Goh, Principal Geospatial Consultant GeoSpatial Division, Singapore Land Authority

Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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Page 1: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

Page 2: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

2

Page 3: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

3

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

Page 4: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

4

Page 5: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

5

Page 6: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

6

i-Singapore Programme

Page 7: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

7

Page 8: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

Page 9: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

9

Page 10: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

10

Page 11: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

11

Page 12: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

12

Page 13: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

13

Page 14: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

14

Page 15: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

15

Can books collection be

redesigned to meet local needs?

Page 16: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Where are Our Libraries Located?

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

16

Page 17: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Library Membership Penetration (Teens)

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

17

Penetration: No of Active Patrons/ No of Residents

Page 18: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Library Membership Penetration (Seniors)

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

18 18

Page 19: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Library Membership Penetration (Teens)

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

19

Penetration: No of Active Patrons/ No of Residents

Mean Penetration : 38%

Page 20: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Where are Our Readers?

Geo-analytics Collaboration NLB

Copyright © 2014, Singapore Land Authority, All Rights Reserved

20

1

2

3

Page 21: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

What are Singaporeans Reading (Health)?

Geo-analytics Collaboration

1

2

3

Copyright © 2014, Singapore Land Authority, All Rights Reserved

21

Page 22: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

What are Singaporeans Reading (Romance)?

Geo-analytics Collaboration

1

2

3

Copyright © 2014, Singapore Land Authority, All Rights Reserved

22

Page 23: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

What is the geographical reach of the libraries?

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

23

Page 24: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

What is the geographical reach of the libraries?

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

24

Jurong Regional Library Patrons FY11

Page 25: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

25

Page 26: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

New Library Impact Analysis

Geo-analytics Collaboration

Before Clementi Library opens Copyright © 2014, Singapore Land Authority, All Rights

Reserved

26

Page 27: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

Page 28: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

28

Page 29: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Copyright © 2014, Singapore Land Authority, All Rights Reserved

Uncovering new insights through a geospatial lens

Geo-analytics Collaboration

29

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?

Page 30: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Mr Ng Siau YongDirector, Geospatial Division

Singapore Land [email protected]

Thank You!

Jonathan GohPrincipal Geospatial Consultant,

Geospatial DivisionSingapore Land Authority

[email protected]

Page 31: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

31

Page 32: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

32

Page 33: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

33

Page 34: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

Page 35: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

35

Page 36: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

36

Page 37: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

Page 38: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

38

Page 39: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

39

Page 40: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

40

Page 41: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

Trend Analysis on Library Patrons

Geo-analytics Collaboration

Copyright © 2014, Singapore Land Authority, All Rights Reserved

41

Jurong Regional Library Patrons FY12

Page 42: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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

Page 43: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

What is the geographical reach of the libraries?

Geo-analytics Collaboration

43Copyright © 2014, Singapore Land Authority, All Rights

Reserved

Jurong Regional Library Patrons FY09

Page 44: Seeing Statistics Through Lens of a Map · Seeing Statistics Through Lens of a Map Length of Land Boundaries Border Countries by Country, ChartsBin.com, viewed 28th May, 2014 Jonathan

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