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#DataForGoodHow to change world using data analysis
Maxim Tereschenko Product Owner, Zoomdata
Jake Porway
● 60+ projects● 7000+ volunteers● 6 international chapters
Finding problems can be harder than finding solutions1
Communication is more important than technology2
We must design for people3
● 17,293,596 text messages● 100,000 conversations● 36,000 unique texters● 500 crisis specialists
http://www.crisistextline.org/trends/
How can we measure the value that the texters are getting?
● thatched ● metal
Is there a way to streamline the identification of poor villages—a time-consuming element of the process—by using data and technology?
Wet Dry Hazy Cloudy
Different Thresholds
Different Conditions
● number of roofs ● proportion metal
village-level metal roofproportion
~294 000Reviews
July 1, 2012–March 31, 2013
Text Classification Program
● Words: "sick," "vomit," "diarrhea," or "food poisoning"
● > 2 or more persons● An incubation period ≥10 hours
27 Interviews
893Reviews
Actions for 3 restaurants
294 000
ReviewsAnalyzed
893
Score >= 0.5
293 107
499
consistent with foodborne illness
468 129 27
394
recent or potentially recent
illness (< 4 weeks)
two or more illness persons
Interviewsaccepted
31 339 102
Interviews weren’taccepted
3problematicrestaurants
Sharing Data To Learn About Homelessness
Clustering Arts Organizations Help Nepal earthquake victims
Finding Missing Children
Big Data & Data Analysis
Fundamental journalistic materials
News FeedLectures and seminars on
data journalism
Analytical Journalism Center
.org.ua
Act #2171
https://www.linkedin.com/in/maxter
maxterkiev
maxim.tereschenko
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