Humanitarian Data Exchange Project

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

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Search @reubano ◆ @humdata

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Filter @reubano ◆ @humdata

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Browse @reubano ◆ @humdata

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@reubano ◆ @humdata Browse

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Customize (country) @reubano ◆ @humdata

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@reubano ◆ @humdata Customize (WFP)

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@reubano ◆ @humdata Customize (WFP)

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@reubano ◆ @humdata Customize (WFP)

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@reubano ◆ @humdata Customize (WFP)

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@reubano ◆ @humdata Customize (3W)

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@reubano ◆ @humdata Customize (3W)

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Share @reubano ◆ @humdata

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Geo-preview @reubano ◆ @humdata

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Metadata @reubano ◆ @humdata

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Visualize @reubano ◆ @humdata

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Visualize @reubano ◆ @humdata

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Monitor @reubano ◆ @humdata

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Consume @reubano ◆ @humdata

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Consume @reubano ◆ @humdata

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Consume @reubano ◆ @humdata

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Consume @reubano ◆ @humdata

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Consume @reubano ◆ @humdata

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Curated Data @reubano ◆ @humdata

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@reubano ◆ @humdata Curated Data

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HXL @reubano ◆ @humdata

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HXL @reubano ◆ @humdata

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HXL @reubano ◆ @humdata

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@reubano ◆ @humdata Thank you! @humdata data.hdx.rwlabs.org hdx@un.org

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

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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)

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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)

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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.