awesome-data-for-good

Curated list of resources about Data for Good, Data Science for Good, Data Science for Social Good, Data Science for Public Good, Data for Humanity.
https://github.com/darenasc/awesome-data-for-good

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Publications
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
- Data for Social Good - Profit Sector Data Projects.
Courses
- Data for Social Impact course
- Foundations of Humane Technology - paced online course for professionals shaping tomorrow's technology
Data Science for Social Good Summer Programs
Ethics
- Ethically Aligned Design v2 - being with Autonomous and Intelligent Systems.
- An Ethical Toolkit for Engineering/Design Practice - center/technology-ethics/Ethics-Toolkit.pdf))
- Practitioner's Guide Data Ethics Toolkits v1.0
- Ethical OS Toolkit
Events
- AI for Good Global Summit - round digital platform where AI innovators and problem owners learn, build and connect to identify practical AI solutions to advance the UN SDGs.
- Geo for Good Summit 2023
- Good Tech Fest
- Geo for Good Summit 2024
Funding
- Skoll Foundation
- X-Prize Foundation
- Google.org Impact Challenge: Tech for Social Good - time support from a team of Google.org Fellows and up to €3M funding for ‘Tech for Social Good’ projects.
Global projects
- UN Sustainable Development Goals
- Global Index on Responsible AI
Resources
- Workshops
  - Data for Good Organisations Map
  - Decision Tree for the Responsible Application of AI
  - Global Partnership for Sustainable Development Goals
  - fAIr: AI-assisted Mapping - assisted mapping service developed by the [Humanitarian OpenStreetMap Team (HOT)](https://www.hotosm.org/) that aims to improve the efficiency and accuracy of mapping efforts for humanitarian purposes.
  - UN Global Platform
  - ATLAS of Sustainable Development Goals 2023
Organisations
- AI in Africa
- Correlaid - partisan non-profit network of data science enthusiasts who want to change the world through data science.
- Data2x
- Data for Development Network (D4D.net)
- Data for Good Canada
- Data For Good France
- Data for Good Madrid
- Data for Good Netherlands
- DataForGoodBCN
- DataDotOrg
- DataKind
- Data Science for Social Good Foundation
- Data Science for Social Good Portugal - profit, non-governmental and governmental organizations harness the power of their data to improve its impact on the community.
- DSSG Berlin
- GIZ Data-lab
- Humanitarian OpenStreetMap Team
- Correlaid - partisan non-profit network of data science enthusiasts who want to change the world through data science.
- Mechanism Design for Social Good (MD4SG) - institutional initiative using techniques from algorithms, optimization, and mechanism design, along with insights from other disciplines, to improve access to opportunity for historically underserved and disadvantaged communities.
- Nesta
- Partnership on AI (PAI) - profit partnership of academic, civil society, industry, and media organizations creating solutions so that AI advances positive outcomes for people and society.
- SoGooD²ata
- UN Global Pulse - create and scale innovations.
- Viz for social good - driven organizations.
- ThinkTech NGO - governmental organisation. We are committed to the independence and autonomy of ThinkTech’s projects and do not accept funding that is conditioned upon conducting research in a particular manner, achieving a particular result, or taking a predetermined position.
- Data for Good Canada
- Data Science for Social Good Foundation
- Data2x
- DataForGoodBCN
- Institute for Accountability in the Digital Age (I4ADA)
- Data for Good Canada
- AI in Africa - thinking initiatives that equip the next generation of leaders with the skills and mindset to succeed tomorrow’s world.
- DataKindUK
- ThinkTech NGO - governmental organisation. We are committed to the independence and autonomy of ThinkTech’s projects and do not accept funding that is conditioned upon conducting research in a particular manner, achieving a particular result, or taking a predetermined position.
- Mechanism Design for Social Good (MD4SG) - institutional initiative using techniques from algorithms, optimization, and mechanism design, along with insights from other disciplines, to improve access to opportunity for historically underserved and disadvantaged communities.
- DataDotOrg
Readings
- AI for Social Good, Using Artificial Intelligence to Save the World
- The Data for Good Growth Map - Based Data for Good Program (November 2021). eScience Institute, University of Washington, US.
- The Open Data Handbook
- Responsible Data Handbooks
- AI for Good: Applications in Sustainability, Humanitarian Action, and Health
Research
- - Journal of Computational Social Science
  - Stanford Social Innovation Review
  - ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT)
  - The International Peace Information Service (IPIS)
  - Meta's Data for Good
  - Microsoft's AI For Good Research Lab
  - Artificial Intelligence, Ethics, and Society Conference (AAAI/ACM)
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - ACM GOODIT 2024 - 6 September 2024, Bremen, Germany.
  - Data for Social Good - Profit Sector Data Projects.
  - ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
  - Data for Social Good - Profit Sector Data Projects.
- Workshops
Frameworks, Guidelines, and Standards
- Workshops
- - Principles for Digital Development - enabled programs and are intended to be updated and refined over time.
Other awesome awesome repositories
- Workshops

Programming Languages

Python 2 Jupyter Notebook 1 HTML 1

Categories

Organisations 35 Research 25 Resources 15 Publications 14 Data Science for Social Good Summer Programs 12 Other awesome awesome repositories 6 Readings 5 Ethics 4 Events 4 Frameworks, Guidelines, and Standards 4 Funding 3 Courses 2 Global projects 2

Sub Categories

Keywords

awesome 3 datasets 2 deep-learning 2 dataset 2 machine-learning 2 python 2 large-scale-machine-learning 1 large-scale-ml 1 machine-learning-operations 1 ml-operations 1 ml-ops 1 mlops 1 privacy-preserving 1 privacy-preserving-machine-learning 1 privacy-preserving-ml 1 production-machine-learning 1 production-ml 1 responsible-ai 1 interpretability 1 explainability 1 data-mining 1 awesome-list 1 spatial-analysis 1 map 1 gis 1 geotools 1 geospatial-library 1 geospatial 1 geo 1 opendata 1 awesome-public-datasets 1 python-resources 1 python-library 1 python-framework 1 collections 1 tensorflow 1 sentinel 1 satellite-images 1 satellite-imagery 1 satellite-data 1 remote-sensing 1 pytorch 1 object-detection 1 keras 1 image-classification 1 earth-observation 1 deep-neural-networks 1 convolutional-neural-networks 1 software 1 resources 1