Data quality

Representing data that you have collected properly is a critical part of responsible data. These resources include questions to ask yourself to ensure that the data itself is accurate, valid and timely, and suggestions on how to avoid bias and misrepresentation when you visualise or present it.

Announcing new research on Responsible Data implementation at Oxfam

In 2015, Oxfam was the first international NGO to develop a Responsible Data policy. Two years on, we looked into how Oxfam’s Responsible Data policy is being translated into practice. Read the report here Since adopting the Responsible Data policy, Oxfam has been working towards its implementation by developing practical resources and piloting the policy […]

This resource can help you with: Managing dataSharing Data
Issue areas: Data qualityData re-useIdentity, anonymity & privacyInformed consentPeople’s agency & ownership
This resource was produced in a Responsible Data Forum.

Looking back at 2016 in the Responsible Data community

As the year draws to an end, we’d like to take a moment to celebrate the Responsible Data community, and to take a closer look at all the amazing things that its members have accomplished together this year. Thanks to the Responsible Data community, 2016 has been the year of stimulating dialogue, practical challenges in […]

Checklists for verifying user-generated content

The Verification Handbook is a great resource for humanitarian responders and journalists who collect user-generated content (UGC) like photos or video during emergencies. In Chapter 9, Craig Silverman and Rina Tsubaki set out a step-by-step process to verify this kind of data.

This resource can help you with: No categories
Issue areas: Data quality

Utopian and Dystopian Theories of Change – A Template

Widely-held Opinion (to which I subscribe): There is a huge amount of potential power to be unlocked in non-profits using technology in their quest for positive change in the world.

This resource can help you with: Getting DataManaging dataResponding to crisisSharing Data
Issue areas: Data qualityData re-useIdentity, anonymity & privacyInformed consentPeople’s agency & ownership
This resource was produced in a Responsible Data Forum.

Responsible Data Visualisation

A list of questions and considerations when designing your data visualizations to help you recognize and avoid bias and misrepresentation.

This resource can help you with: Sharing Data
Issue areas: Data quality
This resource was produced in a Responsible Data Forum.

RD Book: Shooting your hard drive into space

This book, organized around the data lifecycle, highlights responsible data concerns, recommendations, and real-world examples in the context of international development programming.

This resource can help you with: Awareness-RaisingGetting DataManaging dataResponding to crisisSharing Data
Issue areas: Data qualityData re-useIdentity, anonymity & privacyInformed consentPeople’s agency & ownership
This resource was produced in a Responsible Data Forum.

Liveblog: Responsible Data Forum

09:00AM The first Responsible Data Forum is about to kick off! The room is filling up with participants, spirits are high and brains are firing up. The room is composed of a large and diverse group of people interested in defining the perils and pitfalls, best practices and collaborations around responsibility in data collection from […]