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Philanthropy Ecosystem Analytical Framework

Deep Knowledge Philanthropy, in collaboration with the Data Science Division of Deep Knowledge Group team, has developed a comprehensive analytical framework for the philanthropy industry, called the Philanthropy Industry Analytical Framework.

The Philanthropy Ecosystem Analytical Framework aims to provide an extensive and descriptive set of tools to help philanthropy players and stakeholders evaluate and compare organizations across global markets, with a particular focus on the impact and effectiveness of their philanthropic activities. As the philanthropy industry continues to evolve and grow, the Philanthropy Industry Framework remains adaptable and dynamic, keeping pace with the latest developments and trends.

The philanthropy industry specializes in philanthropic activities and initiatives that aim to address social, environmental, and humanitarian challenges. To gain a better understanding of this industry and its operations, it is essential to examine its framework.

The Philanthropy Ecosystem Analytical Framework identifies three key social impact organizations within the industry, including:

  • Philanthropy Entities

  • Venture Philanthropy Companies

  • Social Profit Philanthropy Organizations

The Philanthropy Ecosystem Analytical Framework covers the primary categories of philanthropic activities and initiatives offered across all sectors, providing a thorough overview of the philanthropy industry landscape. In general, the Philanthropy Ecosystem Analytical Framework equips philanthropy players and stakeholders with the necessary tools to evaluate and compare organizations across global markets, with an emphasis on the impact and effectiveness of their philanthropic activities.

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Full Set of Framework Documentation

Framework Summary
Framework Deck
Full Framework Document

Philanthropy Ecosystem Analytical Framework


Support Providers




Other Non-Profits

Social Enterprise / For-Profits

DeepTech / Techno-Philanthropy

Non-tech / Conventional organization




Donor-advised Funds

Religious Organizations


Government Agencies

Individual donors

Investors with Purpose

Impact Investors

Venture Philanthropy Investors

Social Investment Funds

Value Banking


Agriculture and Food Security

Environment, Energy, and Infrastructure

Democracy, Human Rights, and Governance

Humanitarian Assistance


Gender Equality and Women's Empowerment

Economic Growth and Trade

Innovation, Technology, and Research

Conflict Prevention and Stabilization

Global Health


Water and Sanitation

Activity Sectors

The Philanthropy Ecosystem Analytical Framework is a significant milestone in the development of data-driven decision-making within the philanthropy industry. The framework's significance is highlighted by the extensive research and expertise of our team, which includes data science professionals who provided guidance and support throughout its creation. Our comprehensive approach ensures that decision-makers have access to accurate and up-to-date information, allowing them to make informed decisions based on the most current data available.

At the heart of the Philanthropy Ecosystem Framework is the Big Data Analytics Dashboard, which serves as the foundation for this innovative approach to data analysis and decision-making. The dashboard's user-friendly design and powerful analytics capabilities enable philanthropy leaders to visualize data and trends in real-time, providing critical insights into the most pressing issues facing the philanthropy industry. With the support of our framework, philanthropy leaders can make data-driven decisions that promote efficiency, accountability, and transparency, positioning their organizations for success in the rapidly evolving philanthropy landscape.

Philanthropy.International IT Platform & Big Data Analytical System and Dashboard

The cutting-edge solution to revolutionize the way we approach social change and impact, harnessing the power of frontier technologies such as Big Data Analytics, Artificial Intelligence, and Blockchain to address the diverse challenges facing the global philanthropy ecosystem.


Longevity.International is a first-of-its-kind, open-access non-profit decentralized Longevity Industry Knowledge and Collaboration platform with the aim of promoting a greater degree of synergy, efficient cooperation, and discussion among a variety of Longevity Industry participants and stakeholders, including companies, investors, non-profits, academic labs and R&D hubs, governmental bodies and policy makers.

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AI Ecosystem Open-Source Platform

Join our Open-Source AI Industry Ecosystem Platform to gain access to filterable and searchable databases and libraries of the newest AI tools, APIs, educational courses, media resources, books, conferences and communities, a real-time AI news feeds, and our community infrastructure where users can create their own accounts, direct message with each other, and participate in forums and other curated content environments.

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Philanthropy Industry Big Data Analytics System and Dashboard

The Global Philanthropy Big Data Analytics Dashboard is an advanced platform that provides unparalleled insights into the ever-changing philanthropy landscape. This powerful tool is designed to leverage the latest advancements in data science to help decision-makers analyze the industry's quantitative parameters in real-time. Built on a foundation of extensive research and deep expertise in philanthropy, the dashboard equips users with the tools they need to analyze the entire industry, as well as identify the most relevant data and metrics.

With its user-friendly interface and powerful analytics capabilities, the Global Philanthropy Big Data Analytics Dashboard enables users to make informed decisions and identify trends that impact the philanthropy industry. By providing access to real-time information on philanthropy spending, funding trends, and key industry players, the dashboard empowers decision-makers to stay ahead of the curve and drive innovation in this rapidly evolving sector. Whether you're a government agency, a private sector firm, or a research institution, the Global Philanthropy Big Data Analytics Dashboard is an indispensable tool for anyone looking to stay on the cutting edge of philanthropy innovation.

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Deep Knowledge Philanthropy

Deep Knowledge Philanthropy is a data-driven non-profit project by Deep Knowledge Group committed to the support, development and advancement of DeepTech for social good, impact philanthropy and ethical investment, founded on the belief that DeepTech innovation is the most efficient driver of ‘social profit’, technological humanitarianism, and societal development, and that venture philanthropy is the profitable long-term investment for individuals, national economies, and humanity itself.

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