Policy decisions on and resource allocations for IEM tend to be made with inadequate data. The focus of the IDS programme is to coordinate a transboundary effort to develop indigenous data with indigenous stewardship.

• indigenous

• Civic data
• Ethical tech and responsible tech
• Digital sovereignty

Pulse Lab Jakarta is a joint data innovation facility of the United Nations (Global Pulse) and the Government of Indonesia (via the Ministry of National Development Planning, Bappenas).

• United Nations

• Civic data
• Data science for social good
• Innovation teams and labs

On the Open Data Project Gallery, you can find examples of open data in action and gain inspiration for projects of your own. See how NYC Open Data is used by activists to advocate for change, by entrepreneurs to develop products, by teachers to build analytics skills in the classroom, by government agencies to make data more accessible, and much more.

• Civic data
• Data visualization
• Civic tech catalogs

Introducing the world’s best way to make & share maps on the internet.

• Civic data
• Data visualization
• Mapping

PesaYetu helps journalists, researchers and activists transform their work with in-depth county-specific information.

• Civic data
• Data visualization
• Mapping tools

One of the leading non-governmental and non-partisan All-Ukrainian organizations for public oversight and advocacy in the field of elections, parliamentarism, education, joint ownership, energy efficiency, local self-government, as well as the comprehensive implementation of the principle of open data.

• Civic data
• Media
• Fight disinformation

TaxClock shows how public budget data can be used to help citizens better understand how governments spend our taxmoney.

• labor
• Decent work and economic growth
• taxes

• Civic data
• Data visualization
• Budget explorers

Social Science One implements a new type of partnership between academic researchers and the private sector to advance the goals of social science in understanding and solving society’s greatest challenges.

• Civic data
• Media
• Fight disinformation

A statewide data system that will provide tools to help students reach their goals and deliver information on education and workforce outcomes.

• Quality education
• state

• Civic data
• Govtech
• Open government data

API access for the data of Hungarian ballot-offices, the candidates and results

• Civic data
• Voting and elections

Climate Data Hub is a dataset exploration and discovery tool for data-driven technologists and entrepreneurs. Our visualizations will help you examine datasets in context – geospatial, bioregional,  social, and financial.

• Climate action

• Civic data
• Open data publishing portals

Synthesize qualitative data

• Artificial Intelligence
• Civic data
• Surveys & polling

A collection of open data about development, China, the UN SDGs, and aid effectiveness.

• Partnerships for the Goals

• Civic data
• Open data publishing portals
• Information & Communication Tech for Development (ICT4D)

Open for Good improves localized AI training data in Africa, Asia and beyond

• trainings

• Artificial Intelligence
• Civic data
• Data labeling

Archive of New York City directories

• city
• libraries
• Sustainable cities and communities

• Civic data
• Mapping
• Predecessors & Pioneers

showcases work by artists and designers that demonstrate the power of numbers in helping us understand New York and New Yorkers.

• Civic data
• Data visualization
• Artistic interventions

AidData has assembled a collection of replication datasets associated with scholarly research on aid allocation and aid effectiveness. Whenever possible, there is a link to the computer code that is necessary to replicate the results reported in a particular publication.

• Civic data
• Evaluate impact
• Information & Communication Tech for Development (ICT4D)

All In: Data for Community Health is a nationwide learning collaborative that helps communities build capacity to address the social determinants of health through multi-sector data sharing collaborations.

• health
• Good health and well-being

• Civic data
• Digital literacy

Code Hopper is a repository to share code across the progressive community. Currently it consists of data wrangling functions, and our goal is to continually expand its scope.

• partisan

• Civic data
• Partner networks and coalitions

Book by Sarah Williams -- How to use data as a tool for empowerment rather than oppression.

• books

• Civic data
• Data science for social good
• Books

The Infrastructure Accessibility Index - IAT© highlights areas with ample services and easy pedestrian access to different types of infrastructure

• city
• Sustainable cities and communities

• Civic data
• Indicators

Data consultancy and a digital platform to improve the results of your development programme

• Civic data
• Data visualization
• Civic and social impact companies

AP provides tech companies with election updates via a proprietary API that tech companies can plug into with a subscription to answer voice search queries, among others.

• Civic data
• Voting and elections

Search millions of opinions by case name, topic, or citation. 406 Jurisdictions. Sponsored by the Non-Profit Free Law Project. 501c3

• Civic data
• Legal tech
• Archives

Explore how your local criminal justice system performs.

• Civic data
• Open data publishing portals
• Open justice

open data, transparent society

• TICTeC 25

• Civic data
• Watchdogging and transparency
• Government transparency

Actionable data to bolster public safety

• Civic data
• Open justice

The Data Nutrition Project is an independent research organization focused on data integrity that creates a "nutrition label" standard for datasets, conducts independent research, and provides educational materials for a variety of audiences.

• Artificial Intelligence
• Civic data
• Data visualization

This list of resources is curated and maintained by MERL Tech and The Engine Room.

• guides

• Civic data
• Ethical tech and responsible tech
• Reading lists

A community of practice for data analysts across City agencies that has since grown to over 800 members at more than 60 agencies.

• Civic data
• Govtech
• Data science for social good

We are a digital agency focused on innovative work for social good.

• Civic data
• Data visualization
• Data science for social good

Visualize your impact, track data trends, and share the stories that matter most.

• human rights

• Civic data
• Evaluate impact
• Tools for Funders

Publish and preserve your data

• Civic data
• Archives
• Open data publishing platforms

A Popular Science piece with key takeaways educational section

• Civic data
• Ethical tech and responsible tech
• Civic fiction

Demographic Data and Policy Research on Asian Americans and Pacific Islanders

• Asian and Pacific Islander

• The Tech
• Civic data
• Open data publishing portals

This tool kit, developed by a national workgroup of civic data stakeholders, aims to support data sharing and integration done well.

• guides
• racial equity
• toolkits

• The Tech
• Civic data

ad.watch breaks open the machine of political advertisements on Facebook and Instagram with data of more than 150 parties in 34 countries.

• The Tech
• Civic data
• Watchdogging and transparency

Our goal is to provide multiple independent data sources allowing everyone to reach their own conclusions on what will happen in the 2020 elections.

• US Election 2020

• The Tech
• Civic data
• Media

See how cloud-based and on-premise civic engagement software creates a dynamic ecosystem between government agencies, citizens, developers and partners.

• The Tech
• Civic data
• Data visualization

Hayat Technologies is a specialised health-tech analytics and digital solutions provider

• health
• Good health and well-being
• Decade-Plus Club

• The Tech
• Civic data
• Adjacent Fields

Practical information and inspirational ideas to help social impact organizations use data science to solve the world's biggest problems.

• guides

• Civic data
• Data science for social good

Compare and visualize voting count data across many levels of US elections

• Civic data
• Voting and elections

The only comprehensive data set of voting equipment down to the precinct level of the United States, going back to 2006.

• Civic data
• Voting and elections

MPR can be used to find out what you can expect when your doctor prescribes you something; find out if there are cheaper generics that you can use instead; and make sure that you aren't being overcharged.

• health
• Responsible consumption and production
• Good health and well-being

• Civic data

Gazettes are a critical record of South African history. They should be easy to find and use, and freely available to everyone. With nearly 40, 000 gazettes from between 1958 and 2020 available, Open Gazettes is the largest freely online collection of gazettes in South Africa.

• Civic data
• Open data publishing portals
• Archives

Standardized data on historical general election polling places in the United States.

• Civic data
• Voting and elections
• Open civic data

A volunteer-led, public, historical analysis of Canadian federal government contract spending at a whole-of-government level, based on scraping work to unify data from numerous departmental websites.

• Civic data
• Open government data
• Procurement

Best ways to communicate your data.

• guides

• Civic data
• Data visualization

Connecting people and data to improve lives

• Civic data
• Disaster response and humanitarian tech

Community Initiatives is a dedicated fiscal sponsor whose sole purpose is to provide best-in-class infrastructure for nonprofit leaders.

• Civic data
• Build something
• Nonprofit tech