2013 10-22 humanitarian data talk to data kind
DESCRIPTION
TRANSCRIPT
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Data Science for International Development
Sara-Jayne TerpOpenCrisis / ICanHazDataScience
@bodaceacat
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International Humanity
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Sudden-Onset Crisis• Fire, flood, heat, cold, tsunami, earthquake,
storm, tornado, hurricane, cyclone, refugees, bombings, election issues / violence etc
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Slow-Burn Crises
Droughts, agriculture, food insecurity, conflict, education, disease, employment, shelter, trade, endemic violence, GBV etc.
“Human development is a process of enlarging people’s choices. The most critical ones are to lead a long and healthy life, to be educated and to enjoy a decent standard of living. Additional choices include political freedom, guaranteed human rights and self-respect – what Adam Smith called the ability to mix with others without being ashamed to appear in publick” – UNDP Human Development Report
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It’s all about people!
Pro: “Laboratory” = on behalf of
Per: “Community” = alongside
Para: “Grassroots” – by and within
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DATA FEATURES
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Velocity
DATAVELOCITY
DECISIONVELOCITY
Crisismapping
Development Data Science
Countryindicators
Slow(Years)
Fast(Sub-seconds)
Slow (Years)
Fast (Minutes)
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Volume
ACCESS
SIZE
Companies, mobile phones
Off-gridCommunities
Open Closed
Small
Large
Individuals
NGOs, Govts
Social Media
(Closed because: privacy, competitive advantage, off-grid etc.)
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Variety
CSV, json, xml, excel, pdf, text, webpages, rss, scanned pages, images, videos, audiofiles, maps, proprietary formats etc.
DR Congo in Data.UN.Org:
• “Congo, Democratic Republic of the”, “Congo Democratic”, “Democratic Republic of the Congo”, “Congo (Democratic Republic of the)”, “Congo, Dem. Rep.”, “Congo Dem. Rep.”, “Congo, Democratic Republic of”, “Dem. Rep. of Congo”, “Dem. Rep. of the Congo”
DR Congo in common standards:
• “Democratic Republic of the Congo” (UN Stats), “Congo, The Democratic Republic of the” (ISO3166), “Congo, Democratic Republic of the” (FIPS10, Stanag), “180” (UN Stats), “COD” (ISO3166, Stanag), “CG” (FIPS10)
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Veracity and Validity
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Virtual Teams, Virtual PTSD
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SUDDEN-ONSET TASKS
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Mapping
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Data Management
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Classification
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Geolocation
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Summary
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Image Tagging
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SUDDEN-ONSET EXAMPLE
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Pablo Deployment: Start
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Team
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Internal Tools
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Internal View
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External Views
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Team Tasks
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Geolocation Task
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Classification Task
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Map Output
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SLOW-BURN EXAMPLE
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Next Time!
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HOW TO HELP
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Data Nerding with…• Digital Humanitarian Network members, e.g.:– DataKind– Humanitarian OpenStreetMap– Standby Task Force– Info4Disasters
• School of Data• Sahana, Ushahidi, Taarifa, RHOK
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Help to Automate
BOTSHUMANS
Good at: complex analysis, heuristics, pragmatic
translations, creative data finding, sudden onsetNot so good at: high
volume, repetitive, 24/7 accurate
Good at: high volume, repetitive, complex
pattern finding, long term
Not so good at: complexity, human
foibles
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BTW, You’re Already Digital Humanitarians
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QUESTIONS?