1. Workshop on Data Science in Africa June 19, 2015 Reuben Cummings Data Scientist, HDX Data Lab Nairobi @reubano ◆ @humdata

3. Search @reubano ◆ @humdata

4. Filter @reubano ◆ @humdata

5. Browse @reubano ◆ @humdata

6. Browse

7. Customize (country) @reubano ◆ @humdata

8. Customize (WFP)

9. @reubano ◆ @humdata Customize (WFP)

10. @reubano ◆ @humdata Customize (WFP)

11. @reubano ◆ @humdata Customize (WFP)

12. @reubano ◆ @humdata Customize (3W)

13. @reubano ◆ @humdata Customize (3W)

14. Share @reubano ◆ @humdata

15. Geo-preview @reubano ◆ @humdata

16. Metadata @reubano ◆ @humdata

17. Visualize @reubano ◆ @humdata

18. Visualize @reubano ◆ @humdata

19. Monitor @reubano ◆ @humdata

20. Consume @reubano ◆ @humdata

21. Consume @reubano ◆ @humdata

22. Consume @reubano ◆ @humdata

23. Consume @reubano ◆ @humdata

24. Consume @reubano ◆ @humdata

25. Curated Data @reubano ◆ @humdata

26. Curated Data

27. HXL @reubano ◆ @humdata

28. HXL @reubano ◆ @humdata

29. HXL @reubano ◆ @humdata

30. Thank you! @humdata data.hdx.rwlabs.org hdx@un.org

31. Stats @reubano ◆ @humdata 1,865 Datasets 244 Locations 276 Sources

32. Data Licenses @reubano ◆ @humdata Creative Commons Attribution for Intergovernmental Organisations (CC BY- IGO) Creative Commons Attribution (CC BY) Creative Commons Attribution-ShareAlike (CC BY-SA)

33. Data Licenses @reubano ◆ @humdata Open Database License (ODC-ODbL) Open Data Commons Attribution License (ODC-BY) Open Data Commons Public Domain Dedication and License (PDDL) Public Domain/No restrictions (CC0)

34. Does HDX accept personally identifiable information? @reubano ◆ @humdata No. HDX will not store personally identifiable information. All data shared through the platform must be sufficiently aggregated or anonymized so as to prevent identification of individuals or other harm to affected people and the humanitarian community.