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Big Data for Social GoodDr Richard BenjaminsDirector for External Positioning and Big Data for Social Good
The UN has set 17 development goals for 2030:
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…and Big Data is a huge opportunity to measure progress and shape policy.
Payment Data
Search Queries
Satellite Imaging
Mobile Phone Data
• Estimation of consumer price index and poverty rates. • Economic impact of natural disasters.
• Identify influenza breakouts.• Monitor dengue fever spread geographically.
• Light emissions picked up by satellites to estimate GDP growth.• Time series of satellite images to identify flood risk areas.
• Estimating poverty maps.• Cell phone records to predict socio-economic levels.
Data Type Use Case
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...and World Bank Research shows this is really happening.
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Mobile phone data
Satellite imagery data
Other
Other social networks
Web data
Twitter data
Payment data
Scanner data
Facebook data
Sensor data
Smart meter data
Which data is used in projects?Number of projects per goal
No poverty
Peace, justice and
strong institutions
Good health and
wellbeing
Zero hunger
Decent work and economic
growth
Gender equality
Sustainable Cities and
Communities
Reduced inequalities
Partnerships for Goals
Affordable and Clean
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There are more than 6 billion mobiles worldwide & 90% are in developing countries…
• 320 million accesses.
• Over 21 billion mobile events globally on network every day.
• 13 countries in Latin America.
• More than 600 Data Scentistsworldwide.
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As part of LUCA, we can focus on BD4SG, leveraging research and commercial capabilities:
Tools & Infrastructure
Business Insights
Data ScienceBig Data for Social Good
Data Engineering
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1: Measuring the impact of an earthquake in Mexico:
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2: Analyzing the impact of floods in Mexico:
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3: Providing tourism indicators in Valencia to encourage sustainable tourism:
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4: Analyzing commuting in Barcelona as part of green city infrastructure plan:
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But Big Data for Social Good has its challenges:
Could this cannibalizecommercial opportunities?
Am I legally allowed to do this in this country?
Could this harm my reputationeven if it’s for social good?
If data is my biggest asset, should I be opening it up?
What if the competition got hold of my data?
What if the anonymisationprocess is not rigorous enough?
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The key is to learn by doing & experimenting:
CommercialBD4SG does not necessarily mean for free.
SecurityBring the algorithms to the data – OPAL
PartnershipsBuilding public and private sector alliances.
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Thanks for listening!@vrbenjamins / @LUCA_D3
www.luca-d3.com