AI&BigData Lab 2016. Максим Терещенко: #DataForGood - как изменить...

#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

maxim.tereschenko@gmail.com

maxterkiev

maxim.tereschenko

Contact Me