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
• Data activism

Sharing information about Thailand and its development with the world.

• Civic data
• Information & Communication Tech for Development ICT4D

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
• Mapping tools
• Mapping platforms

​How much of your work day is spent paying taxes?​

• taxes
• labor
• Decent work and economic growth

• Civic data
• Data visualization
• Budget explorers

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

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

• Civic data
• Data visualization
• Mapping tools

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

• Quality education

• Civic data
• Govtech
• Open government data

Synthesize qualitative data

• Civic data
• Artificial Intelligence
• 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

OneCity allows developers and businesses to identify, evaluate and compare investment opportunities that align with official spatial strategies.

• cities

• Civic data
• Mapping tools
• Urban planning

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
• Justice tech
• Archives

Explore how your local criminal justice system performs.

• Civic data
• Open data publishing portals
• Justice tech

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

• trainings

• Civic data
• Artificial Intelligence
• Data labeling

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

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

Explore Nepal Using Data

• Civic data
• Civic maps
• Open data publishing portals

open data, transparent society

• Civic data
• Watchdogging and transparency
• Government transparency

Actionable data to bolster public safety

• Civic data
• Justice tech

The Data Nutrition Project aims to create a standard label for interrogating datasets.

• Civic data
• Data visualization
• Data schemas and standards

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

The Mayor's Office of Data Analytics (MODA) works with City agencies and their data to help serve New Yorkers more equitably and effectively.

• Civic data
• Govtech

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

Numina measures all kinds of curb-level activity. Anonymously and in aggregate, Numina delivers the volume counts, paths, and traffic behaviors of travelers and objects in streets.

• cities
• streetscape
• mobility

• The Tech
• Civic data
• Emerging tech

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

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

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

Civin specializes in working with state and local governments and other public sector agencies to build data-driven programs that deliver lasting value.

• Civic data
• Govtech
• Govtech vendors

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
• Advocacy tech

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

Our platform provides its users with the exact geo location and date of the next dengue outbreak, 3 months in advance - quickly and intuitively.

• health
• Good health and well-being

• The Tech
• Civic data
• Adjacent Fields

(PDF) How to develop collaborative data projects – for citizens, urban innovators, researchers and policy makers

• The Tech
• The People
• Civic data

Demographic Data and Policy Research on Asian Americans and Pacific Islanders

• The Tech
• Civic data
• Open data publishing portals

Este observatorio de compras públicas en Salud recopila datos sobre los precios que pagan diferentes organismos estatales por medicamentos para permitir su análisis y transparentar la información gubernamental.

• Good health and well-being

• The Tech
• Civic data
• Govtech

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

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

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

• Civic data
• Voting and elections

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

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