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What is mobile phone data? Overview of data generated by mobile communication technologies Siim Esko Positium Estonia @positium www.positium.com 29/04/2019 Mobile Phone Data Introduction

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Page 1: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

What is mobile phone data? Overview of data generated by mobile communication technologies

Siim Esko

Positium

Estonia

@positium

www.positium.com

29/04/2019 Mobile Phone Data Introduction

Page 2: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

There’s got to

be a better way

to measure

mobility

2008

Page 3: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,
Page 4: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Mobile network antenna

29/04/2019 4

Page 5: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Data stored by the network

Actions with the location that are stored by Mobile Network Operators

• ID (IMSI/MSISDN/IMEI)

• TIME

• CELL_ID

29/04/2019 5

Page 6: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Forms of Data

29/04/2019 Mobile Phone Data Introduction 6

Page 7: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Types of Data• Call Detail Records (CDR)

• Outgoing• Calls, SMS

• Incoming• Calls, SMS

• Internet Protocol Detail Records (IPDR)• Mobile internet usage

• Location area update• LA change due to movement

• No activity > 2hr => LA update

• Signalling, Abis, Probe data• Virtually any activity that involves communication between the device and the

network

• Signalling includes all types above + additional – handovers, phone switch on, etc.

29/04/2019 Mobile Phone Data Introduction 7

Page 8: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Data Events

• Mobile-Originating Call start

• Mobile-Terminating Call start

• Mobile-Originating Call end

• Mobile-Terminating Call end

• Mobile-Originating SMS

• Mobile-Terminating SMS

• IPDR initiation

• IPDR termination

• Location area update

• Location area change

• Handover event

• Device turn-on

• Other

Data types include different events

29/04/2019 Mobile Phone Data Introduction 8

CDR

IPDR

LU

SIGNALLING

Page 9: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

minute

hour

day

Page 10: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

minute

hour

day

Page 11: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

minute

hour

day

Page 12: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Population Data

Monthly population

counts by

municipalities

Page 13: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Road Usage

of the

Entire

Country

Page 14: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

New Public Network

Tartu City

Population: 100 000

Combination of

movements: 6 000 000

Public TransportationNetwork Planning

Origin-Destination Matrices

Tartu City

Population: 100 000

Combination of

movements: 6 000 000

Page 15: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Statistical production system, Oman

ICT Statistics (ITU project), Philippines

Cross-border tourism statistics, Indonesia

Dynamic population data for security, Estonia

Mobility studies, Brazil

Improved Response to Disasters, India

MPD Projects

Page 16: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

International Telecomunication Union

Big Data for Measuring the Information Society

• Demonstrate how Big Data can be used for ICT measurement – to produce new and existing ICT indicators to enhance data availability, benchmarks and methodologies to measure the information society

• Measure the use of ICT directly

• 5 countries on 5 continents

Page 17: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Senegal 2013 Orange

Côte d’Ivoire 2012 Orange

Nigeria 2019 MinComm

Kenya 2016 ITU

Ghana 2019

Flowminder

Page 18: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Case: Cross-Border Tourism in Indonesia

Page 19: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Border Entry

Point

Telkomsel BTSRoaming

East Timor

subscribers

Page 20: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Daily Tourism Heartbeat

Page 21: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Vaccination Planning in India

Goal: End TB by 2025

Cooperation with Airtel in India:

• Comparing mobility data

(from CDRs)

• With tuberculosis prevalence

data

• More efficient TB vaccination

User: Ministry of Health,

Government of India

Page 22: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Case: Oman National Statistical System (2017)

Page 23: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Privacy-Preserving Data Processing Using Multi-Party Computation

Mobile

Network

Operator

National

Statistics

Institute

Data

Protection

AuthorityMobile

Network

Operator

Page 24: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Mobile Positioning Data (MPD)

mobile devices are used constantly

Geographical footprints in

databases of Mobile

Network Operators (MNOs)

Processing the data producescollective anonymous statistics

People mobility data: collectivelocation & movement flows

Insights about

visitors

and residents

Page 25: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

MNO 1

Data

MNO 2

Data

• Anonymise

• Clean data

• Interpolate

• Methodology

• Quality Assurance

• Aggregate

• API / DashboardsMNO 3

Data

Mobile Network

Operators

(MNOs)

Page 26: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Making Data Accessible – Disaggregated

Page 27: What is mobile phone data? - United Nations · •Mobile internet usage •Location area update •LA change due to movement •No activity > 2hr => LA update •Signalling, Abis,

Summary

• Statistics as the base for measuring and guiding sustainable development

• Mobile phone data as the base for measuring movement of people

• Universal method that can be scaled for statistics globally, lead by Statistical Office