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This article summarizes input from over 30 stakeholder interviews and 6 live feedback sessions to map and make sense of the landscape of efforts to apply data for good. This includes not only a review of the field, but also a taxonomy for understanding how different initiatives labeled as "data for good" or "AI for good" relate to one another.

<p><span style="font-size: 16px;">Data.org works with organizations from all over the world to increase the use of data in order to improve the lives of millions of people.</span></p>

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Data.org Data.org works with organizations from all over the world to increase the use of data in order to improve the lives of millions of people.

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A Taxonomy for AI / Data for Good

Data for good

North America

Asia Pacific

Middle East & Africa

Europe

Latin American & Caribbean

AI for social impact

Climate change

Digital transformation

Economic development

Financial health

Financial inclusion

Gender equity

Global development

Public-private partnerships

Small business