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A Visual Guide to Practical Data De-Identification

While not foolproof, de-identification techniques unlock value by enabling important public and private research, allowing for the maintenance and use – and, in certain cases, sharing and publication – of valuable information, while mitigating privacy risk. This visual guide from the Future of Privacy Forum walks users through practical data...

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Introducing the Working Draft of the OCHA Data Responsibility Guidelines

A main objective of the Guidelines is to help staff better assess and manage the sensitivity of the data they handle in different crisis contexts.

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Data Evolution+

Team [ess_grid alias=”dataorchard”] Data Orchard is a research organization providing skills in research, statistics and data with shared passions around making the world a better place socially, economically and environmentally. Data Orchard received a 2017 Digital Impact Grant. Learn more about Data Orchard’s work here. Project Overview Data Orchard will...

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Human Service Data API Protocols

Open Referral makes it easy to share, find, and use directory information about the health, human, and social services available to people in need. Open Referral’s Human Service Data API Protocols aim to  develop a common vocabulary to describe those services, and formatting instructions for publishing such data in bulk.

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Responsible Data Training Pack

A stimulating, adaptable training pack for humanitarian organizations on managing programme data, developed by Oxfam.

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Responsible Data Resource List

This list of resources (formerly known as the “Responsible Data Hackpad)” is curated and maintained by MERL Tech and The Engine Room.

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Data Maturity Framework – Center for Data Science and Public Policy at The University of Chicago

Want to know if your organization is ready to start a data-driven social impact project? See where you are in our data maturity framework and how to improve your organizational, tech, and data readiness.

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Data Maturity Assessment and Benchmarking Tool

A free tool to help you self-assess how data savvy your organization is and identify areas for improvement. It explores seven key themes of data maturity along a 5-stage journey. Includes sector benchmarking to compare how you’re doing with others and links to Data Orchard’s revised 2019 ‘Data Maturity Framework’...

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Legal Empowerment Data Literacy and Governance Initiative

Pro Bono Net is a national nonprofit, founded in 1999, dedicated to increasing access to justice. Through innovative technology solutions and expertise in building and mobilizing justice networks, Pro Bono Net transforms the way legal help reaches those in low income and vulnerable communities. Pro Bono Net received a 2017...

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WFP-Palantir and the Ethics of Humanitarian Data Sharing

The humanitarian community should assess wider implications, risks, and unintended negative consequences brought about by this and similar partnerships.

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