Dssg overview badging

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  • 1. Data Science for Social Gooddssg.uchicago.edu

2. On the PhoneMatt Gee Research Fellow, Urban Center for Computation and Data Founding Organizer of Data Science for Social Good Summer Fellowship & Center for Impact MeasurementData Science for Social Gooddssg.uchicago.edu 3. Outline Overview of the Fellowship Program Project Examples from Summer 2013 What Were Looking for in Project Partners? How wed like to partner with badging research and implementation?Data Science for Social Gooddssg.uchicago.edu 4. Goals Train Students Build Internal Agency Capacity Solve Real ProblemsData Science for Social Good dssg.uchicago.edu The Eric & Wendy Schmidt Data Science for Social Good Summer 4 Fellowship 5. Data Science for Social Gooddssg.uchicago.edu 6. Data Science for Social Gooddssg.uchicago.edu 7. 2013 Project PartnersData Science for Social Gooddssg.uchicago.edu 8. Variety of Project Areas Economic Education Development TransportationHealthEnergyEMR DataSmart Meter DataEducation RecordsHousing & Community DataPredicting Heart AttacksDiscovering Energy Savings OpportunitiesPredicting College UnderenrollmentTargeting Foreclosures for RedevelopmentData Science for Social Gooddssg.uchicago.eduBus GPS & Ridership DataSimulating Better Routes to Reduce OvercrowdingDisaster ReliefSocial Media DataIdentifying Damage in RealTime 9. DSSG 2014 By the Numbers 50 Fellows 8 Mentors 15 Projects$1.5 Million Data Science for Social Gooddssg.uchicago.edu 10. Ideal 2014 Project Partners Have: 1. An interesting problem that can be tackled using data science, machine learning, predictive analytics, etc. 2. Resources and interest in interacting with us regularly throughout the summer 3. The ability to use the Fellows solution to make a meaningful social impactData Science for Social Gooddssg.uchicago.edu 11. Problem Types Text Analysis/NLP Clustering / Finding Structure in Unstructured Data Prediction Targeting Large-scale experimentation/behavior change Real-time analysis of large data for decision support Data integration Novel uses of new data sources Anonymization of unstructured data Anomaly detection Signal processingData Science for Social Gooddssg.uchicago.edu 12. Experience Working with Federal PartnersData Science for Social Gooddssg.uchicago.edu 13. Our process with project partners January - February Initial Meetings and Project ScopingData Audit & Project RefinementData Science for Social GoodMarchAprilMayProject Selection & Contract DraftingFinalized Data Sharing AgreementMeet with project mentordssg.uchicago.eduJuneFellowship begins 14. DSSG Summer Timeline 12 Weeks JuneWeek 1Week 2JulyWeek 3Week 4Pitch Solution to PartnersData Science for Social GoodWeek 5Week 6AugustWeek 7Present Prototypedssg.uchicago.eduWeek 8Week 9Week 10Week 11Week 12Project Presentations 15. How the Fellowship Works PrototypeData Science for Social GoodFinal Productdssg.uchicago.edu 16. Network Analysis for Non-Profits Mining the Web for Fun and Non-ProfitsDataEric & Wendy Schmidt Data Science for Social Good Summer Fellowship 2013 dssg.uchicago.edu The Science for Social Good 16 17. Our mission is to build a future in which people live in harmony with nature. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque dignissim dolor vel velit dictum, eget pulvinar erat facilisis. Morbi a sollicitudin dui. Pellentesque posuere ornare pharetra. Duis sagittis lectus ut neque aliquet, dictum pretium dolor porta. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Mauris egestas et elit non dapibus.AnimalsCancerDiabetesAutismParkinsonsSimilarity MetricsOrgansEnvironment MusicHIV/AIDSGay Rights Human RightsTrafficking 17DataEric & Wendy Schmidt Data Science for Social Good Summer Fellowship 2013 dssg.uchicago.edu The Science for Social Good17 18. Twitter-Informed Disaster Relief Extracting Useful Information from Social Media During a CrisisDataEric & Wendy Schmidt Data Science for Social Good Summer Fellowship 2013 dssg.uchicago.edu The Science for Social Good 18 19. Flooding bad up and down sides of Green River RdToo little information Too many tweets Tweedr1. Classify & Filter 2. Cluster & Merge 3. Extract & GeolocateUser Interface & MapDataEric & Wendy Schmidt Data Science for Social Good Summer Fellowship 2013 dssg.uchicago.edu The Science for Social Good 19 20. Match.edu Helping Students Find the Right CollegeData Science for Social Gooddssg.uchicago.edu 21. AnthonyBenjamin PSAT: 120 GPA: 2.9 PSAT: 120 GPA: 2.9went to a college with an average SAT of ~1250went to a college with an average SAT of ~1650 One parent went to college 2/3 of high school poor Both parents went to college 1/3 of high school poor White BlackData Science for Social Gooddssg.uchicago.edu 22. Contact Usrayid@uchicago.edumattgee@uchicago.edutplagge@uchicago.edudssg.uchicago.edu github.com/organizations/dssg @datascifellowsData Science for Social Gooddssg.uchicago.edu