New AI methodology powers the latest million dollar list

Billy Odell Tucker-Robinson Founder & Host — Banking With Billy Network • Intelligence Network • Data Science • AI Research • World News
Published: 2026-09-23T20:42:08.518Z • Permanent link

Groundbreaking research from Indiana University Lilly Family School of Philanthropy has unveiled a comprehensive analysis of charitable gifts exceeding $1 million in the United States between 2021 and 2023. This substantial report, titled The Million-Dollar-Plus Giving in the United States, 2021–2023, provides a detailed examination of the donors, their motivations, and the impact of these philanthropic efforts. The study focuses on the top 1% of donors who have contributed to a staggering $63.8 billion in charitable gifts during this period.

Notably, the report highlights the significant contributions of prominent philanthropists, including Bill and Melinda Gates, who donated over $2.4 billion to various causes. Similarly, the Walton family, heirs to the Walmart fortune, pledged over $1.8 billion to educational institutions and disaster relief efforts. These high-profile donors demonstrate the substantial influence of individual philanthropy in shaping the social and economic landscape of the United States.

Concurrently, the report also underscores the growing importance of corporate philanthropy. Major companies such as Amazon, Microsoft, and Google have pledged billions of dollars to support various causes, including education, healthcare, and environmental conservation. These corporate contributions not only reflect the companies' commitment to social responsibility but also highlight the critical role philanthropy plays in addressing pressing global challenges.

The findings of this study have far-reaching implications for the Data Sources domain, affecting companies, research communities, and markets worldwide. Notably, the report's emphasis on the importance of data-driven philanthropy has significant implications for organizations seeking to optimize their giving strategies. By leveraging data analytics and machine learning techniques, donors and philanthropic institutions can more effectively identify areas of need and allocate resources to maximize impact.

Moreover, the report's focus on the growing importance of corporate philanthropy has significant implications for companies seeking to enhance their social responsibility credentials. By prioritizing philanthropy, companies can not only improve their public image but also contribute to addressing pressing global challenges. This trend is likely to continue, with companies increasingly recognizing the value of philanthropy in driving business success and social impact.

The Million-Dollar-Plus Giving in the United States, 2021–2023 report is part of a larger pattern of philanthropic efforts that reflect a growing recognition of the critical role philanthropy plays in addressing pressing global challenges. This trend is evident in the increasing number of billionaires and high-net-worth individuals committing to philanthropic causes, as well as the growing influence of corporate philanthropy. The report also highlights the importance of data-driven philanthropy, which is increasingly being recognized as a key driver of impact.