Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile...

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Mobile phone and population Merging statistics and geospatial information Mojca Merc

Transcript of Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile...

Page 1: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Mobile phone and population

Merging statistics and

geospatial information

Mojca Merc

Page 2: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

• Legal framework & mobile communications market

• Investigation of the data infrastructure and applied technologies

• Data access, transfer, processing, analysis, dissemination

Grant - merging statistics & geospatial information

Page 3: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

• Population distribution

• Statistical units

• Hierarchical grids

INSPIRE

JRC: Estimating population density distribution from network-based mobile phone data

Page 4: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Data content

• Data (1 May – 31 October 2014)

- XY co-ordinates of base stations

- anonymised ID of the mobile device

- exact date/time of event (call, SMS)

Page 5: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Spatial dimension

Page 6: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Spatial dimension

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Spatial dimension

0

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Active

Active min 1h/everyday

Inactive

Page 8: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Spatial dimension

Page 9: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Temporal dimension

Difference between the counts of all events and undoubled events per randomly

selected base station

Page 10: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Temporal dimension

Hourly distribution of events generated by occasional visitors in Ljubljana (%)

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Population in space and time

• 77% created 184 events and were active 6 months

• 10% created 75% events or more at one BS

• 40% created 50% events or more at one BS

• 47% created 75% events or more in one „Voronoi municipality“

• 82% created 50% events or more in one „Voronoi municipality“

Page 12: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Population in space and time

Page 13: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Population in space and time

Page 14: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Časovno – prostorske analize

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Mobile phone users living in Ljubljana from Monday to Friday and their usual

Saturday and Sunday stays.

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Residents creating no events in at least 5 consecutive days

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• Examination of official statistics (population, migration, tourism,

ICT)

• Complement or create new/different statistics

• Permanent data access and business solutions

Current work

Page 19: Mobile phone and population - INSPIREinspire.ec.europa.eu/events/conferences/inspire... · Mobile phone and population ... geospatial information Mojca Merc • Legal framework &

Thank you!