best practices using analytics and data for good: …...#analyticsx c o p y r ig ht © 201 6, sas in...
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#AnalyticsXC o p y r ig ht © 201 6, SAS In st i tute In c. A l l r ig hts r ese rve d.
Best Practices Using Analytics and Data for Good: Disaster Response Case StudyBrian KellyHead of Community Stabilization UnitInternational Organization for Migration
I-Sah HsiehGlobal Manager, Int’l DevelopmentSAS
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AGENDA BEST PRACTICES – DATA FOR GOOD
• Data4Good overview
• Role of Data
• Role of Analytics
• Case studies:
• Disaster Responder’s analytic journey
• ACTwithSAS – a crowdsourcing initiative
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C o p y r ig ht © 201 3, SAS In st i tute In c. A l l r ig hts r ese rve d.
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C o p y r ig ht © 201 3, SAS In st i tute In c. A l l r ig hts r ese rve d.
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NEW FRONTIER BIG DATA – GETS BIGGER!
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FIRST WAVE MACHINES TALKING TO PEOPLE
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SECOND WAVE MACHINES TALKING TO MACHINES, THEN TO PEOPLE
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EXAMPLES “INTERNET OF THINGS ANALYTICS“
Connected Devices
Data
Insight
Action
Smart CitySmart Home Smart CarSmart Grid
Sensors embedded in
road surfaceConnected lock
Bluetooth dongle
reading vehicle data
Connected PMUs
Detect weather, predict
traffic, sense 911 vehiclesDetect when I leave
Predict unsafe
conditions & likely collision
Detect voltage instabilities
on transmission network
Adjust speed limits and
shift lane directions to optimize traffic flow
Lock the door, set the
alarm and adjust the HVAC
Slow the vehicle, alert
the driver
Trigger corrective
actions to maintain grid reliability
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BIG DATA ALTERNATE DEFINITION
Big Data = More data than what you currently use!
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DATA 4 GOOD BEST PRACTICES
• Where to begin?
• Answer the hard questions OR Let the DATA tell the story
•
• Use Analytics
• Visualization, Data mining, Forecasting, Predictive, Optimization
• Use more & new data sources (non-traditional data sources, BIG data)
• Consider new technologies (mobile devices, Cloud computing, etc.)
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ENGAGING MIGRATION &
DISPLACEMENT DATA
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INTERNATIONAL ORGANIZATION FOR MIGRATION (IOM)
1953
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INTERNATIONAL ORGANIZATION FOR MIGRATION (IOM)
2015
http://medialib.iom.int
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CASE STUDIES IOM’S ANALYTIC JOURNEY
Improving INSIGHT, HINDSIGHT, and FORESIGHT:
• Typhoon Haiyan (2013)
• Nepal Earthquake (2015)
• Mediterranean Migration Crisis (2015)
• Cyclone Winston (2016)
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DATA DISPLACEMENT TRACKING MATRIX
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VISUAL ANALYTICS “WHICH SITES HAVE MOST CRITICAL NEEDS?”
FASTER
INSIGHTS
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VISUAL ANALYTICS MOST COMMON PHRASES IN “HEALTH PROBLEMS”
FASTER
INSIGHTS
Elderly
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VISUAL ANALYTICS HOW DO WE GET PEOPLE HOME?
FASTER
INSIGHTS
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DEEPER HINDSIGHT LOOKING ACROSS 4 TYPHOONS IN PHILIPPINES
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VISUAL ANALYTICS PREDICTIVE ANALYTICS – GENDER BASED VIOLENCE
IMPROVE
FORESIGHT
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VISUAL ANALYTICS PREDICTIVE ANALYTICS – CAUSES OF DEATH (TEXT)
IMPROVE
FORESIGHT
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BIG DATA SOCIAL MEDIA & GLOBAL TRADE DATA
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CROWDSOURCING “ACT” WITH SAS - HUMANITARIAN ASSISTANCE
When disaster strikes…
• Time is critical
• Manpower is limited
• Analysis is often delayed
• External help is often unorganized
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CROWDSOURCING “ACT” WITH SAS - HUMANITARIAN ASSISTANCE
• What if we could mobilize thousands of people to:
• Review data?
• Answer questions using leading analytics tools?
• Bring new questions, data, and ideas?
• SAS provides the cloud-based analytic platform
• Help on their own schedule
• No travel required (only internet)
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CROWDSOURCING EXAMPLE: MISSING MIGRANTS PROGRAM
• In first half of 2016, migrant deaths increased 28%
• Why? What are the dangers migrants face by route? By region? By demographic?
• Small team (<3 people)
• Based in Berlin, Germany
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CROWDSOURCING DEMO
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#AnalyticsX