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

The Geo Data Upload is a free and easy-to-use tool for organizations to share their geographic data with Google Maps.

• Mapping tools

Explore how your local criminal justice system performs.

• Civic data
• Justice tech
• Open data publishing portals

UNI Global Union's Top Ten Principles for Workers' Data Rights fills an enormous gap with regards workers' rights in the new world of work.

• labor

• Ethical tech and responsible tech

• racial equity

• Conferences
• Peer networks

The Council’s vision is to improve government mission achievement and increase the benefits to the Nation through improvement in the management, use, protection, dissemination, and generation of data in government decision-making and operations.

• Govtech
• Civic data

Explore data on refugee community locations and resources in the United States. Built by Graphicacy with UNHCR.

• refugees

• Civic maps

Open data on decarbonization

• Climate action

• Open data publishing portals

A feminist review of AI, privacy and data protection to enhance digital rights

• Artificial Intelligence
• Ethical tech and responsible tech

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

An Airtable of over 200 social change design firms led by BIPoC. Curated by George Aye.

• Civic tech catalogs
• Design
• Social impact design firms

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

• Partnerships for the Goals

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

A first-of-its-kind effort for community, non-profit, and private organizations to share data with the City to aid in COVID-19 response and recovery efforts.

• Civic data
• Public Private Partnerships
• COVID Data Projects

A self-directed learning program, adapted from a selective executive education course, intended to support data stewards in creating public value through data collaboration

• trainings

• Civic data

How can humanitarian organizations, states, civil society, academia and the private sector join forces to maximize the benefits of technology and humanitarian data while minimizing the risks of doing harm?

• Civic data
• Ethical tech and responsible tech
• Disaster response and humanitarian tech

Benefits Data Trust (BDT) is a national nonprofit that harnesses the power of data, technology, and policy to provide efficient and dignified access to assistance.

• Access social benefits

This dashboard allows you to interact with first of its kind quantifiable data on China’s public diplomacy efforts from two of AidData’s reports Ties That Bind and Influencing the Narrative. This includes metrics for five types of public diplomacy: financial, cultural, elite-to-elite, exchange, and informational. Using this dashboard you can create custom data sets, maps and graphs based on the type of public diplomacy, recipient countries and time periods in which you are specifically interested.

• Civic maps

A program that helps public intrapreneurs within cities around the world to develop their data innovation ideas into reality by providing dedicated support across a 6 month period.

• cities

• Govtech
• Civic data
• Building inside government

By MIMI ỌNỤỌHA

• Civic data
• Artistic interventions

This Global Language Data Review sets out what language data you need for planning, where you can find it, and how you can help build the body of data to support inclusive services.

• Adjacent Fields
• Translation and linguistic representation
• Diversity & Inclusion

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

Transparency and accessibility in council action; videos, transcripts, voting records, and legislation -- all searchable under a single website.

• Artificial Intelligence
• Watchdogging and transparency
• Speech recognition

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

• Govtech
• Civic data

A Popular Science piece with key takeaways educational section

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

(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

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

We designed Tactical Data Engagement to help cities go beyond a policy and portal, and facilitate opportunities for the community use of open data to improve residents’ lives.

• The People
• Build something
• Playbooks and design principles

Our resource for the types of voting equipment we use to cast — and count — our votes by type and vendor.

• Voting and elections
• Hardware
• Election administration

The Audit Law Database describes state laws, regulations and procedures for post-election audits in states across the country.

• Voting and elections
• Election administration

Open Data is free public data published by New York City agencies and other partners. Share your work during Open Data Week 2021 or sign up for the NYC Open Data mailing list to learn about training opportunities and upcoming events.

We're indexing, normalizing and republishing datasets for WeGov apps.

The Fiscally Standardized Cities (FiSC) database allows users to create a custom table with fiscal information for selected cities. To create a table, select one or more cities, one or more years, and one or more fiscal variables. The default display options can be also adjusted, and users can choose whether to display data for FiSCs and/or one of the component governments (Cities, counties, school districts, and special districts).

scout is a new way to browse New York's open data portal. It focuses on data discoverability, joinability and creating curated collections of datasets that deal with a specific subject. By focusing not on agencies, or departments, scout allows you to quickly identify datasets that are related to each other and can even potentially be joined together using a common ID. Having found these collections of datasets, scout makes it easy to share your findings with others through our data collections.

We collect and join datasets together to create a data-driven view of New York City government.

• Civic data

• Media
• Data science for social good
• Journalism

A collection of data-enriched NYC maps for election results, mutual aid groups, official city boundary data, and more.

Connecting people and data to improve lives

• Civic data
• Disaster response and humanitarian tech

NYC Open Data’s mission is Open Data for All. In order to meet that goal, we must examine our Data Dictionaries— the metadata we provide to all Open Data users. Well-written, user-friendly data dictionaries help users to become self-reliant, able to answer their own questions about a dataset without needing to contact an Open Data Coordinator for clarification. NYC Open Data partnered with the Metropolitan Library Council (METRO), Pratt Institute, Sloan Foundation, The Mayor’s Fund to Advance New York City, Tiny Panther Consulting, New York Public Library, Queens Public Library and Brooklyn Public Library to implement an initiative called Metadata for All in the Summer of 2018.

The Privacy Principles for Mobility Data are a set of values and priorities intended to guide the mobility ecosystem in the responsible use of data and the protection of individual privacy.

• mobility

• Civic data
• Ethical tech and responsible tech

ODI & ARUP report and call to action

• Climate action
• cities
• Sustainable cities and communities

• Civic data
• Reports
• Urban planning

The ODI's white paper on ethical data policies

• Civic data
• Ethical tech and responsible tech

Covering data for social good, data governance, and societal-level data considerations

• reports

• Ethical tech and responsible tech
• Data science for social good
• Information & Communication Tech for Development ICT4D

Open Data Manchester promotes the development of intelligent data practice in Greater Manchester and beyond.

A community of organisations and individuals involved in the effective production and usage of high-quality governance data.

The London-based Open Data Institute (ODI) seeks to identify and demonstrate the value of open data for governments, businesses, and non-profits. It convenes experts to collaborate, incubate, and nurture new ideas that promote innovation. It fosters start-up businesses and trains the next generation of entrepreneurs working to advance open data. The ODI also supports research that advances best practices and develops industry standards.

The Global Data Justice project focuses on the diverse debates and processes occurring around data governance in different regions, to draw out overarching principles and needs that can push data technologies’ governance in the direction of social justice.