legal comparison table

• Civic data
• Parliamentary and congressional monitoring
• Parliamentary and Legislative Tech

Explore datasets, use cases, and more in our Microsoft Data for Society repository. ​

• Microsoft

• Civic data
• Civic teams at tech companies
• Open civic data

Warm Data Labs are group processes, which illustrate interdependency and generate understandings of systemic patterns for people with no previous exposure to systems theory.

• Civic data

SSARE serves as an efficient and scalable resource for semantic search and article recommendations, catering primarily to political news data.

• Civic data
• Artificial Intelligence
• Media and social media analysis

Atlas by Murmuration is seamlessly integrated into our tools, providing the data that community-focused organizations need to drive change.

• Civic data
• Advocacy tech
• Organize campaigns

Organizer provides community-focused organizations with the data and tools they need to foster meaningful connections and activate communities, so they can change the systems that are failing us.

• apps

• Civic data
• Advocacy tech
• Organize campaigns

Our Reporters Database is a Python library or JSON file that provides structured information about nearly every American legal reporter.

• Civic data
• Journalism
• Legal tech

Our Courts Database is a Python library or JSON file that provides structured information about nearly every American court, past or present.

• Civic data
• Legal tech
• Archives

For the benefit of researchers, practitioners, and the public we are proud to host a comprehensive and growing structured database of judges and their financial interests.

• Civic data
• Watchdogging and transparency
• Government transparency

We strive to support the development of more equitable and inclusive places through our belief in open, collaborative and data informed urbanism.

• cities

• Civic data
• Data science for social good
• Social impact design firms

Landlord database & interactive map to promote property ownership transparency in rental markets

• landlord
• housing
• cities

• Civic data
• Watchdogging and transparency
• Data science for social good

A a mid-century live subway map on Kickstarter

• mass transit

• Civic data
• Hardware
• Dashboards

Governments across the globe are on their way to building national-scale digital infrastructure. A comprehensive view of the state of DPI, however, is missing. The DPI Map addresses this.

• Civic data
• Govtech
• Digital Public Infrastructure

Dataset Search is a search engine for datasets. Using a simple keyword search, users can discover datasets hosted in thousands of repositories across the Web.

• Google
• commercial

• Civic data
• Research tools

데이터트러스트는 공익 단체, 공공 기관, 시민, 연구자 등 다양한 주체들이 함께 공익 데이터를 생산, 관리, 공유하는 데이터 거버넌스 체계를 만듭니다. (DataTrust creates a data governance system in which various entities, including public interest organizations, public institutions, citizens, and researchers, work together to produce, manage, and share public interest data)

• Civic data
• Open civic data
• Data governance

The most comprehensive, insightful, and accessible data platform for the U.S. nonprofit Democracy field.

• Civic data
• Participatory democracy
• Civic tech catalogs

Our goal is to identify, categorize, and quantify existing organizations, networks, and funders who work to promote and protect healthy democracy in America. We aim to create a compelling, interactive resource that educates and empowers users to engage in democracy.

• Civic data
• Civic tech catalogs
• Civic literacy

Moved by these challenges, Nova SBE’s team, represented by the Nova SBE Data Science Knowledge Center, started mapping the social ecosystem by creating a public and easily accessible platform aimed at providing quality information in a simple, intuitive, complete, and fair way about all social and environmental impact organizations in Portugal.

• Civic data
• Nonprofit tech

A powerful tool designed to train reinforcement learning agents to optimize energy consumption and minimize carbon emissions in buildings.

• buildings
• Google
• Climate action

• Civic data
• Open civic data
• Environmental data

A full suite of mapping and geodata tools developed by and for Medecins Sans Frontieres

• Good health and well-being

• Civic data
• Mapping
• Mapping tools

The aim of the UN World Data Forum is to spur data innovation, nurture partnerships, mobilize high-level political and financial support for data, and build a pathway to better data for sustainable development.

• United Nations

• Civic data
• Meet the others
• Conferences

A comprehensive collection of six years of telemetry data from three Google buildings, providing real-world insights for developing and validating optimal control solutions.

• Climate action
• buildings
• Google

• Civic data
• Environmental data

Get energy data with a few lines of code

• Affordable and clean energy

• Civic data
• Artificial Intelligence
• Environmental data

The Upward Mobility Dashboard helps people understand key conditions affecting upward mobility from poverty and racial equity in communities.

• Reduced inequalities
• No poverty

• Civic data
• Civic maps
• Dashboards

The Hand-in-Hand (HiH) Geospatial Platform is the enabling tool for the HiH Initiative unlocking over 2 million data layers for more targeted, evidence-based interventions.

• United Nations
• agriculture
• Zero hunger

• Civic data
• Dashboards
• Open civic data

Jarbas, a public panel of [Brasilian] parliamentary reimbursements, where suspicious purchases are easily accessible for public scrutiny.

• Civic data
• Watchdogging and transparency
• Government transparency

Vote map and data dashboard showing support for elected representatives in Cali, Colombia

• Civic data
• Government transparency
• Voting and elections

デジタル空間社会連携研究機構ではIoTデバイスからのデータなどの多様でダイナミックなリアルタイム時空間ビッグデータを一元的に集約し、これらを統合した形で人々や企業の活動、交通

• Civic data
• Research and policy centers
• Mapping

A tool to help you run local campaigns with local data.

• Civic data
• Organize campaigns
• Data activism

Data visualization plots showing the changing trends in outdoor concentrations of particulate matter (PM2.5) air pollution from 1850 to 2021 in cities around the world

• air quality

• Civic data
• Data visualization
• Environmental data

FireBench is the largest high-fidelity wildfire simulation dataset, enabling the generation of ensembles of fire evolution scenarios and combining observational environmental data with high-fidelity simulations.

• fires

• Civic data
• Environmental data
• Digital twins

Why grassroots data activists in Latin America count feminicide—and how this vital social justice work challenges mainstream data science.

• women
• Gender Equality
• books

• Civic data
• Advocacy tech
• Data activism

La herramienta para crear historia con datos del portal nacional de datos abiertos

• Civic data
• Data visualization
• Story tech

InvenioRDM is a turn-key research data management (RDM) repository platform based on Invenio Framework and Zenodo.

• Civic data
• Open data publishing platforms

Customizable and skinnable social platform dedicated to (open)data.

• Civic data
• Open data publishing platforms

A platform dedicated to monitoring and exposing censorship in Google Play Stores worldwide. We hope this initiative will be a step towards greater transparency and the promotion of digital freedom.

• Google

• Civic data
• Advocacy tech
• Ethical tech and responsible tech

OpenGovLoc, a digital transformation project, is a scaling-up operation in 4 priority municipalities and the involvement of 20 other municipalities in the use of digital technology to promote accountability and local participation led by young people.

• Civic data
• Journalism
• Freedom of Information

Formerly Google Studio. Unlock the power of your data with interactive dashboards and beautiful reports that inspire smarter business decisions. It's easy and free.

• Civic data
• Data visualization
• Dashboards

El programa Cali Cómo Vamos, el laboratorio ciudadano Mi Cali Contrata Bien, la Unidad de Acción Vallecaucana y el observatorio Cali Visible, ponen a disposición una ruta de obtención de datos referidos a indicadores de bienestar y gestión pública de la ciudad.

• cities

• Civic data
• Evaluate impact
• Indicators

The Government of Flanders is developing the digital talents of all people of Flanders. It valorises data as a raw material of the economy and society and is working on the digital transformation of public service delivery.

• Civic data
• Govtech
• Digital transformation

Cali Cómo Vamos es un programa de seguimiento y evaluación de la calidad de vida en la ciudad, tiene como referencia el Programa “Bogotá Cómo Vamos”, adelantado desde 1998 por iniciativa de la Casa Editorial El Tiempo, la Cámara de Comercio de Bogotá y la Fundación Corona.

• cities

• Civic data
• Participatory democracy
• Evaluate impact

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

• Civic data
• Mapping tools

We are a research and design studio partnering up with organisations to build change through data, community, and arts.

• Civic data
• Data visualization
• Social impact design firms

Counting trucks for environmental justice

• air quality
• Reduced inequalities
• cities

• Civic data
• Smart Cities and sensors
• Cameras

Arkam gathers, analyzes and presents relevant data on public policies in Africa to promote transparent and effective governance.

• Civic data
• Open data publishing portals
• Access to laws

This project is using geospatial technology to solve the climate mobility data gap and inform required food security and planning interventions.

• migration
• Climate action

• Civic data
• Environmental data

The Cloud-Native Geospatial Foundation encourages adoption of highly efficient and accessible approaches to working with geospatial data over the Internet.

• Civic data
• Mapping
• Mapping tools

We're a UK charity that uses data to highlight local and structural food insecurity then provides tools to help alleviate it.

• Zero hunger

• Civic data
• Civic maps
• Access social benefits

This site maps data about UK constituencies on hex maps (cartograms). We have created several themes (economy, energy, environment, health, society, and transport) and have filled those with separate pages for each data aspect.

• Civic data
• Civic maps

Enter your UK postcode and see how your local area has changed over the past 14 years

• local

• Civic data