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Categories
311 Systems
Academia
Academic programs
Accelerators
Access social benefits
Access to laws
Activism aggregators
Adjacent Fields
Advertising
Advocacy tech
Algorithmic transparency
Alliances
Applied Learning
Archives
Artificial Intelligence
Artistic interventions
Assistive and Accessible Tech
Audience development
Audio processing
Automated Vehicles
Awards and prizes
Ballot information
Behavioral economics programs
Benchmarks
Big listening
Biometrics
Blockchain
Books
Bots
Boycott or buycott
Brand organizing
Budget explorers
Build something
Building in the private sector
Building inside government
Bureaucracy tech
Cameras
Campaign organizations
Campaign tools
Canvassing
Carbon calculators
Case management
Certifications
Challenges
Check-in tools
Circumvention tech
Citizen Engagement
Citizen science
Civic and social impact companies
Civic apps outfits
Civic crowdfunding platforms
Civic data
Civic data APIs
Civic features
Civic fiction
Civic forums
Civic hackathons
Civic hacking meetups
Civic imagination
Civic literacy
Civic maps
Civic teams at tech companies
Civic tech catalogs
Civic tech community surveys
Civic tech gifts
Civic tech legislation and policy
Civic tech unions
Civil society research outfits
Co-design
Collect supporters' stories
Collective intelligence
Communicating with the government
Communicating with the people
Community wifi
Competitions
Computer-assisted gerrymandering
Conferences
Connectivity
Constitutions
Consumer watchdogging
Content provenance
Courses
COVID
COVID Data Projects
COVID Engagement Projects
COVID Government Projects
COVID Media Projects
COVID Organizing Projects
Creators and Influencers
CRM
Crowdsourcing
Cybersecurity
DAO (Decentralized autonomous organization)
Dashboards
Data activism
Data donations
Data governance
Data integration
Data labeling
Data rights
Data schemas and standards
Data science for social good
Data visualization
Debate
Decentralization
Deep learning
Deepfakes
Defining the field
Degree programs
Democratic Innovations
Design
Digital fabrication
Digital literacy
Digital participation platforms
Digital Public Infrastructure
Digital rights
Digital security and privacy
Digital standards
Digital transformation
Digital twins
Direct action
Direct aid
Disaster response and humanitarian tech
Distributed campaigns
Diversity & Inclusion
Drones
E-voting and I-voting
Economic development
Effective altruism
Election administration
Election observation
Election oversight
Email campaign tools
Emergency services
Emerging tech
Emerging Tech Conferences
Emerging Tech Fellowships
Emerging Tech Organizations
Emerging Tech Projects
Emerging Tech report
Emerging Tech Tools
Engagement journalism
Engagement tech
Environmental data
Ethical tech and responsible tech
Evaluate impact
Evidence-driven campaigning
Expert networks
Externalities of tech
Factchecking
Fairness, Accountability, and Transparency (FAT)
Fellowships
Fieldwide resources
Fight disinformation
Filter bubble poppers
Find a job or hire someone
Find your polling place
Find your representatives
Fintech for good
Forms
Foundation initiatives
Foundational layers
Freedom of Information
Funders & donors
Fundraising tools
Games and gamification
General purpose open source tools
Generative AI
Get funding
Getting to the polls
Glossaries
Governance of AI
Government AI strategies
Government Interoperability
Government transparency
Govtech
Govtech vendors
Grant management
Graveyard
Group communication tools
Group decision making
Hardware
Help more people run for office
Help out
High-tech COVID Interventions
Holidays
Hotlines
Hubs
Hyperlocal news and citizen media
Ideation
Identity
In-person meetings
Incubators
Indicators
Infographics
Information & Communication Tech for Development ICT4D
Innovation capacity
Innovation teams and labs
Interactive Voice Response
Internal budgeting tools
Internal communication and coordination
Internal government tech capacity
Internet governance
Investigative journalism tech
Investors
Issue reporting
Job board software
Job boards
Job-matching
Journalism
Journals
Justice tech
Kiosks
Labor platforms
Learn about civic tech
Legal tech
Liquid democracy
Listening
Listservs, forums, and Slacks
Lobbying
Local news
Location
Machine learning
Machine learning analytics
Machine vision
Mainstream media coverage
Make a plan to vote
Make sure votes are counted
Manage natural resources
Manage volunteers
Manifestos
Mapping
Mapping platforms
Mapping tools
Marketplaces and clearinghouses
Mastodon
Matching views to votes
Media
Media and social media analysis
Media literacy
Media monitoring
Meet the others
Meeting tech
Merchandise
Messaging
Messaging app analysis
Monitoring services
More
Mutual aid
Narrative tech
Narrative tech organizing
Natural Language Processing
Needs assessment
Neighborhood forums
Net neutrality
Network visualizations
News and blogs
News to action
Newsletter tech
Newsletters
Newsroom partnership networks
NFTs
No-code
Nonprofit newsrooms
Nonprofit tech
Official campaign apps
Online courses
Online forums
Open asks
Open civic data
Open data publishing platforms
Open data publishing portals
Open government data
Open innovation
Open internet
Open knowledge
Open philanthropy
Open science
Open source developer networks
Open source networks
Open source supply chain
Open-source intelligence (OSINT)
Opinion matching
Organize campaigns
Organize events
Parliamentary and congressional monitoring
Parliamentary and Legislative Tech
Participatory aid
Participatory budgeting
Participatory democracy
Participatory memorials
Partner networks
Payments
Peaceful transition of power
Peer networks
Peer to peer email
Peer to peer SMS
Peer-reviewed research
Permitting
Petitions
Phd Program
Phone banking tools
Platform coops
Playbooks and design principles
Podcasts
Polarization
Policy
Policy explainers
Policy simulators
Political parties
Predecessors
Privacy-preserving user analytics
Pro bono and volunteer
Procurement
Procurement oversight
Professional associations
Promise trackers
Protest movements
Public Interest Tech
Public Private Partnerships
Public project trackers
Public records
Public Relations and amplification
Public sector innovation labs
Public sentiment tools
Quadratic voting
Radio
Ranked Choice Voting
Reading lists
Recruitment campaigns
Regulation
Relational organizing
Remote government
Report cards and audits
Reports
Research and policy centers
Research tools
Resource matching and sharing
Robotics
Roundtables
Rules-based solutions
Satellites
Send food to poll lines
Service alerts
Service delivery
Shows and films
Smart Cities and sensors
Smartphones
SMS tools
Social and financial connections
Social impact design firms
Social media
Social networks
Socialize online
Soft robotics
Solidarity networks
Solutions journalism
Sortition
Special coverage
Specific campaigns
Speech recognition
State and regional government technology
Story tech
Story-based campaigns
Support civic projects with tech
Supporting public sector from outside government
Surveys & polling
Tactical voting
Targeting
Taxpayer receipt
Tech for Bad Hall of Shame
Tech for public challenges
Tech or Digital Policy
Tech roadmaps
Tech talent
Tech translators and intermediaries
Testbeds and Sandboxes
The craft of organizing
The People
The Tech
Threat reporting
Timelines
Toolkits
Tools for Funders
Trade groups
Translation and linguistic representation
Translation tools, platforms, and communities
Trial monitoring
Trustmarks
Upskilling
Urban planning
User experience
User research
User research groups
Verified government accounts
Virtual and Augmented Reality (VR, AR, MR)
Vote by Mail
Voter assistance tech
Voter outreach
Voter registration
Voting and elections
Walking tours
Watchdogging and transparency
Watchdogging philanthropy
Watchdogging the media
Web hosting
Website builder
Whistleblowing
Work the polls
Working groups
Workshops
Tags
2023 Webby Awards
2024 elections
Affordable and clean energy
agriculture
air quality
Airbnb
Alaveteli
Amazon
Android
animals
anti-harassment
anti-trafficking
APIs
Apple
apps
Arctic
arms tracking
banking
biome
books
Brexit
buildings
campaigns
case studies
celebrities
census
ChatGPT
cities
civic features
Clean water and sanitation
Climate action
coaching
commercial
Community
CONSUL
contracts
coop
coral
corruption
courses
COVID-19
crime
criminal justice
crisis
culture
Current event
curricula
cyberwar
cycling
Deaf
debt
Decent work and economic growth
Decidim
decolonization
democracy
desktop apps
development
diabetes
diaspora
disasters
DNA
domestic violence
domestic work
earthquakes
electricity
employee organizing
European Union
experiments
extensions
extremism
Facebook
Feature
films
fintech
fires
floods
food
forests
Format
framework
fraud detection
free speech
Gender Equality
gerrymandering
gig economy
GIS
Github
glossary
Good health and well-being
Google
guerilla
guides
gun safety
handbooks
harassment
hate speech
health
history
HIV prevention and care
homelessness
Hong Kong protests
housing
human rights
humanitarian
hurricanes
IBM
illicit goods
immigration
indigenous
Industry, innovation, and infrastructure
informal settlements
Instagram
Israel Palestine
Issue
labor
land
landlord
landmine clearance
Latinx
learning difficulties
LGBTQI
libraries
Life below water
Life on land
LINE
LinkedIn
lists
literacy
local
malaria
manifestos
masks
mass transit
Mastodon
maternal health
Matrix
mental health
methane
methodology
Microsoft
migration
Minecraft
mining
missing people
mobility
MOOCs
museums
neighborhoods
newsletters
No poverty
noise
Occupy
OpenStreetMap
opioids
Other
parks
partisan
Partnerships for the Goals
peace
Peace, justice, and strong institutions
permits
Pinterest
place-based
planning
Platform
podcasts
police violence
policing
Polis
Political unit
Preventing election violence
print resources
private data public good
project tracking
public space
Quality education
racial equity
radiation
re-entry
real estate
recidivism
recycling
Reddit
Reduced inequalities
refugees
religion
reports
research
resilience
resources
Responsible consumption and production
reuse
rivers
road safety
rural
Salesforce
seniors
Slack
Snap
social isolation
soil
speeding
Spotify
state
STEM
streetscape
Stripe
students
suicide prevention
supply chain
surveillance
sustainability
Sustainable cities and communities
Sustainable Development Goals
taxes
Telegram
templates
third party
TikTok
toolkits
towns
trainings
translation
trees
Uber
Ukraine
United Nations
universities
urban planning
US Election 2020
US Election 2024
vaccines
videos
Vision Zero
VPNs
waste
Waze
web app
Webflow
WeChat
WhatsApp
white collar crime
widgets
Wikipedia
wikis
women
women's health
Wordpress
workbook
workshops
X (Twitter)
youth
YouTube
Zero hunger
Project Type
Tool or platform
Space
Resource
Publication
Project
Program
Person
Organization
Network
Method
Media
Event
Document
Database
Campaign
Other
Organization Type
Non-profit, charity, or foundation
Multilateral institution
Media organization
Indie project
Government/public sector
For-profit business, social enterprise, or B Corp
Advocacy organization
Academic or research organization
Other
Countries
Afghanistan
Åland Islands
Albania
Algeria
American Samoa
Andorra
Angola
Anguilla
Antarctica
Antigua and Barbuda
Argentina
Armenia
Aruba
Ascension and Tristan da Cunha
Australia
Austria
Azerbaijan
Bahamas (the)
Bahrain
Bangladesh
Barbados
Belarus
Belgium
Belize
Benin
Bermuda
Bhutan
Bolivia
Bolivia (Plurinational State of)
Bonaire
Bonaire, Sint Eustatius and Saba
Bosnia and Herzegovina
Botswana
Bouvet Island
Brazil
British Indian Ocean Territory (the)
Brunei Darussalam
Bulgaria
Burkina Faso
Burundi
Cabo Verde
Cambodia
Cameroon
Canada
Cayman Islands (the)
Central African Republic (the)
Chad
Chile
China
Christmas Island
Cocos (Keeling) Islands (the)
Colombia
Comoros (the)
Congo (the Democratic Republic of the)
Cook Islands (the)
Costa Rica
Côte d'Ivoire
Croatia
Cuba
Curaçao
Cyprus
Czechia
Denmark
Djibouti
Dominica
Dominican Republic
Dominican Republic (the)
Ecuador
Egypt
El Salvador
Equatorial Guinea
Eritrea
Estonia
Eswatini
Ethiopia
Falkland Islands (the) [Malvinas]
Faroe Islands (the)
Fiji
Finland
France
French Guiana
French Polynesia
French Southern Territories (the)
Gabon
Gambia (the)
Georgia
Germany
Ghana
Gibraltar
Greece
Greenland
Grenada
Guadeloupe
Guam
Guatemala
Guernsey
Guinea
Guinea-Bissau
Guyana
Haiti
Heard Island and McDonald Islands
Holy See (the)
Honduras
Hong Kong
Hungary
Iceland
India
Indonesia
Iran (Islamic Republic of)
Iraq
Ireland
Isle of Man
Israel
Italy
Jamaica
Japan
Jersey
Jordan
Kazakhstan
Kenya
Kiribati
Korea (the Democratic People's Republic of)
Korea (the Republic of)
Kosovo
Kuwait
Kyrgyzstan
Lao People's Democratic Republic (the)
Latvia
Lebanon
Lesotho
Liberia
Libya
Liechtenstein
Lithuania
Luxembourg
Macao
Madagascar
Malawi
Malaysia
Maldives
Mali
Malta
Marshall Islands (the)
Martinique
Mauritania
Mauritius
Mayotte
Mexico
Micronesia (Federated States of)
Moldova (the Republic of)
Monaco
Mongolia
Montenegro
Montserrat
Morocco
Mozambique
Myanmar
Namibia
Nauru
Nepal
Netherlands (the)
New Caledonia
New Zealand
Nicaragua
Niger (the)
Nigeria
Niue
Norfolk Island
Northern Mariana Islands (the)
Norway
Oman
Pakistan
Palau
Palestine
Palestine, State of
Panama
Papua New Guinea
Paraguay
Peru
Philippines (the)
Pitcairn
Poland
Portugal
Puerto Rico
Qatar
Republic of North Macedonia
Réunion
Romania
Russian Federation (the)
Rwanda
Saint Barthélemy
Saint Helena
Saint Helena, Ascension and Tristan da Cunha
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Pierre and Miquelon
Saint Vincent and the Grenadines
Samoa
San Marino
Sao Tome and Principe
Saudi Arabia
Senegal
Serbia
Seychelles
Sierra Leone
Singapore
Sint Eustatius and Saba
Sint Maarten (Dutch part)
Slovakia
Slovenia
Solomon Islands
Somalia
South Africa
South Georgia and the South Sandwich Islands
South Sudan
Spain
Sri Lanka
State of
Sudan (the)
Suriname
Svalbard and Jan Mayen
Sweden
Switzerland
Syrian Arab Republic
Taiwan
Tajikistan
Tanzania, United Republic of
Thailand
Timor-Leste
Togo
Tokelau
Tonga
Trinidad and Tobago
Tunisia
Turkey
Turkmenistan
Turks and Caicos Islands (the)
Tuvalu
Uganda
Ukraine
United Arab Emirates (the)
United Kingdom of Great Britain and Northern Ireland (the)
United States Minor Outlying Islands (the)
United States of America (the)
Uruguay
Uzbekistan
Vanuatu
Venezuela (Bolivarian Republic of)
Viet Nam
Virgin Islands (British)
Virgin Islands (U.S.)
Wallis and Futuna
West Bank
Western Sahara
Yemen
Zambia
Zimbabwe
Open Source
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Categories
The Tech
Participatory democracy
Engagement tech
Polarization
Digital participation platforms
Ideation
Online forums
Civic forums
Neighborhood forums
Social networks
Participatory budgeting
Surveys & polling
Meeting tech
Civic features
Debate
Open innovation
Challenges
Expert networks
Urban planning
Digital twins
Interactive Voice Response
Hotlines
Kiosks
Group decision making
Parliamentary and Legislative Tech
Parliamentary and congressional monitoring
Access to laws
Constitutions
Find your representatives
Resource matching and sharing
Labor platforms
Civic crowdfunding platforms
Citizen Engagement
Democratic Innovations
Sortition
Liquid democracy
Collective intelligence
Govtech
Communicating with the people
Service alerts
Public sentiment tools
Public project trackers
311 Systems
Communicating with the government
Verified government accounts
Issue reporting
Open asks
Voting and elections
Quadratic voting
Voter assistance tech
Matching views to votes
Help more people run for office
Election administration
Vote by Mail
Voter registration
Find your polling place
Election observation
Computer-assisted gerrymandering
Ballot information
E-voting and I-voting
Make a plan to vote
Voter outreach
Tactical voting
Getting to the polls
Make sure votes are counted
Send food to poll lines
Work the polls
Election oversight
Ranked Choice Voting
Peaceful transition of power
Access social benefits
Bureaucracy tech
Case management
Identity
Biometrics
Regulation
Emergency services
Forms
Payments
Public records
Internal budgeting tools
Remote government
Grant management
Permitting
Government Interoperability
Justice tech
Public sector innovation labs
Innovation capacity
Procurement
Marketplaces and clearinghouses
State and regional government technology
Internal government tech capacity
Behavioral economics programs
Policy
Civic tech legislation and policy
Tech or Digital Policy
Policy simulators
Policy explainers
Govtech vendors
Service delivery
Digital standards
Monitoring services
Tech talent
Digital transformation
Civic data
Open civic data
Open data publishing platforms
Open data publishing portals
Open government data
Data schemas and standards
Data visualization
Dashboards
Network visualizations
Carbon calculators
Infographics
Timelines
Mapping
Mapping tools
Location
Mapping platforms
Civic maps
Data science for social good
Crowdsourcing
Archives
Data governance
Civic data APIs
Data donations
Environmental data
Data integration
Advocacy tech
Organize campaigns
The craft of organizing
Campaign tools
Petitions
SMS tools
Peer to peer SMS
Manage volunteers
Check-in tools
Organize events
Canvassing
Relational organizing
Email campaign tools
Peer to peer email
Direct action
Phone banking tools
Internal communication and coordination
Political parties
Group communication tools
Boycott or buycott
Collect supporters' stories
Targeting
Merchandise
Website builder
Protest movements
Campaign organizations
Specific campaigns
Distributed campaigns
Brand organizing
Data activism
Official campaign apps
Evidence-driven campaigning
Watchdogging and transparency
Government transparency
Trial monitoring
Budget explorers
Taxpayer receipt
Freedom of Information
Social and financial connections
Procurement oversight
Consumer watchdogging
Promise trackers
Whistleblowing
Lobbying
Watchdogging the media
Watchdogging philanthropy
Activism aggregators
Artistic interventions
Media
Journalism
Engagement journalism
Solutions journalism
News to action
Investigative journalism tech
Open-source intelligence (OSINT)
Nonprofit newsrooms
Local news
Newsroom partnership networks
Hyperlocal news and citizen media
Participatory memorials
Audience development
Fight disinformation
Factchecking
Media literacy
Trustmarks
Content provenance
Media and social media analysis
Messaging app analysis
Games and gamification
Narrative tech
Big listening
Listening
Story tech
Story-based campaigns
Narrative tech organizing
Filter bubble poppers
Translation and linguistic representation
Translation tools, platforms, and communities
Advertising
Social media
Creators and Influencers
Research tools
Public Relations and amplification
Newsletter tech
Opinion matching
Media monitoring
Emerging tech
Smart Cities and sensors
Artificial Intelligence
Data labeling
Governance of AI
Bots
Generative AI
Machine learning
Deep learning
Natural Language Processing
Machine vision
Government AI strategies
Deepfakes
Machine learning analytics
Rules-based solutions
Audio processing
Speech recognition
Blockchain
NFTs
DAO (Decentralized autonomous organization)
Hardware
Testbeds and Sandboxes
Drones
Cameras
Satellites
Digital fabrication
Smartphones
Radio
Automated Vehicles
Virtual and Augmented Reality (VR, AR, MR)
Messaging
Robotics
Soft robotics
The People
Meet the others
In-person meetings
Civic hacking meetups
Conferences
Hubs
Working groups
Workshops
Roundtables
Socialize online
Listservs, forums, and Slacks
Partner networks
Solidarity networks
Open source networks
Mastodon
Alliances
Peer networks
Professional associations
Find a job or hire someone
Job-matching
Job boards
Fellowships
Recruitment campaigns
Job board software
Help out
Pro bono and volunteer
Mutual aid
Tech translators and intermediaries
Support civic projects with tech
Open source developer networks
Build something
Accelerators
Innovation teams and labs
Civic hackathons
Building inside government
Incubators
Building in the private sector
Civic and social impact companies
Civic teams at tech companies
Supporting public sector from outside government
Toolkits
Design
Playbooks and design principles
Co-design
User experience
Social impact design firms
User research
User research groups
Tech roadmaps
Public Private Partnerships
Civic apps outfits
No-code
Get funding
Tools for Funders
Funders & donors
Investors
Fundraising tools
Competitions
Open philanthropy
Foundation initiatives
Effective altruism
Learn about civic tech
Online courses
Civic tech catalogs
News and blogs
Manifestos
Podcasts
Books
Academia
Research and policy centers
Civil society research outfits
Academic programs
Public Interest Tech
Courses
Applied Learning
Degree programs
Phd Program
Peer-reviewed research
Journals
Newsletters
Shows and films
Reports
Civic fiction
Civic imagination
Defining the field
Walking tours
Glossaries
Mainstream media coverage
Trade groups
Reading lists
Evaluate impact
Indicators
Certifications
Report cards and audits
Needs assessment
Benchmarks
Fieldwide resources
Awards and prizes
Holidays
Civic tech community surveys
Civic tech gifts
Civic tech unions
Adjacent Fields
Digital security and privacy
Cybersecurity
Threat reporting
Digital rights
Data rights
Circumvention tech
Privacy-preserving user analytics
Ethical tech and responsible tech
Decentralization
Platform coops
Algorithmic transparency
Externalities of tech
Digital Public Infrastructure
Fairness, Accountability, and Transparency (FAT)
General purpose open source tools
Web hosting
Foundational layers
Civic literacy
Digital literacy
Assistive and Accessible Tech
Connectivity
Community wifi
Diversity & Inclusion
Open internet
Internet governance
Open knowledge
Open science
Open source supply chain
Net neutrality
Tech for public challenges
Manage natural resources
Information & Communication Tech for Development ICT4D
Fintech for good
Legal tech
Disaster response and humanitarian tech
Direct aid
Participatory aid
Nonprofit tech
CRM
Economic development
Upskilling
Citizen science
More
Graveyard
Special coverage
COVID
COVID Engagement Projects
COVID Government Projects
COVID Organizing Projects
COVID Data Projects
COVID Media Projects
High-tech COVID Interventions
Predecessors
Emerging Tech report
Emerging Tech Projects
Emerging Tech Tools
Emerging Tech Organizations
Emerging Tech Conferences
Emerging Tech Fellowships
Tech for Bad Hall of Shame
Tags
Issue
hurricanes
agriculture
air quality
animals
anti-harassment
anti-trafficking
arms tracking
banking
biome
buildings
census
coral
corruption
crime
criminal justice
crisis
culture
cyberwar
cycling
debt
decolonization
democracy
development
diabetes
disasters
DNA
domestic violence
domestic work
earthquakes
electricity
employee organizing
extremism
fintech
fires
floods
food
forests
fraud detection
free speech
gerrymandering
gig economy
gun safety
harassment
hate speech
health
history
HIV prevention and care
homelessness
housing
human rights
humanitarian
illicit goods
immigration
informal settlements
labor
land
landlord
landmine clearance
learning difficulties
libraries
literacy
malaria
masks
mass transit
maternal health
mental health
methane
migration
mining
missing people
mobility
museums
noise
opioids
parks
peace
permits
place-based
planning
police violence
policing
Preventing election violence
private data public good
racial equity
radiation
re-entry
real estate
recidivism
recycling
religion
resilience
reuse
rivers
road safety
social isolation
soil
speeding
STEM
streetscape
suicide prevention
supply chain
surveillance
sustainability
taxes
third party
trees
universities
urban planning
vaccines
Vision Zero
waste
white collar crime
women's health
Format
APIs
apps
books
campaigns
case studies
civic features
coaching
courses
curricula
desktop apps
experiments
extensions
films
framework
glossary
guerilla
guides
handbooks
lists
manifestos
methodology
MOOCs
newsletters
podcasts
print resources
reports
research
resources
templates
toolkits
trainings
videos
web app
widgets
wikis
workbook
workshops
Community
coop
Deaf
diaspora
indigenous
Latinx
LGBTQI
refugees
seniors
students
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Current event
Israel Palestine
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US Election 2024
US Election 2020
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Hong Kong protests
Ukraine
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Gender Equality
Clean water and sanitation
Affordable and clean energy
Decent work and economic growth
Industry, innovation, and infrastructure
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Responsible consumption and production
Climate action
Life below water
Life on land
Peace, justice, and strong institutions
Partnerships for the Goals
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local
neighborhoods
towns
cities
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public space
European Union
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Platform
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Civic Tech Field Guide