The data for certified financial planners (CFPs) is from the CFP Board (2024). The data on personal financial advisors is from the U.S. Census Bureau's ACS PUMS 5-Year Estimate. The CFP board reported non-binary at less than 0.1% and the data was unavailable from the U.S. Census.