The report, produced by Essay Humanizer, now rebranded as Humanize AI, analyzed 3,184 billionaires and reviewed publicly available data on their educational backgrounds.
It found that education records were fully identified for 78.91% of individuals, while 21.09% had incomplete or unavailable information.
Universities were included in the dataset if at least one billionaire had graduated from them. Researchers also grouped academic qualifications into broad disciplines, including Business and Economics, Engineering, and Computer Science.
Students gather on the steps of Widener Library for a group photo on their first day at Harvard University. Photo courtesy of the university
The United States ranked first by a wide margin, with 195 universities linked to billionaire alumni, representing nearly 39.5% of all institutions in the study.








