Unexpectedly Intriguing!
22 February 2012
The Billionaire Decay Function

Previously, we built a tool to calculate the probability that an individual could keep earning at least $1 million dollars annually after having done it once.

Today, we're headed for the stratosphere of annual income earners to see just how long they can expect to stay on top after they become one of the Top 400 taxpayers in the United States!

Our tool below is based upon data covering the years from 1992 through 2008 about the Top 400 taxpayers published by the IRS. Technically, these individuals aren't necessarily "billionaires", but all have earned anywhere from a low of at least $22,559,000 in 1993 ($20,397,000 in terms of constant 1990 U.S. dollars) to at least $138,815,000 in 2007 ($87,525,000 in constant 1990 U.S. dollars) to be able to be counted among the IRS' "Top 400" in the years from 1992 through 2008!

Time Data
Input Data Values
Number of Years After Becoming a Top 400 Taxpayer


Probabilility of Being a Top 400 Taxpayer
Calculated Results Values
Probability of Being a Top 400 Taxpayer After Entered Number of Years

Running the numbers, compared to just making one million dollars in a year, it's a lot less likely that a U.S. taxpayer will make the Top 400 of all U.S. taxpayers more than once! In fact, after 17 years, the IRS data suggests that only one individual made the list in each of the 17 years for which it has been reporting its data.

The IRS notes the high amount of changeover in the Top 400 U.S. taxpayer from year to year:

Over the 17 tax years a total of 6,800 returns were identified for the table. There were 3,672 different taxpayers representing the top 400 returns of each year. Of these taxpayers, a little more than 27 percent appear more than once and slightly more than 15 percent appear more than twice (see columns 2 and 3). In any given year, on average, about 39 percent of the returns were filed by taxpayers that are not in any of the other 16 years (see columns 4 and 5). In each year, 4 (or 1.0 percent) of the returns are for taxpayers who can be found in all 17 years. Thus, the data shown in the table mostly represent a changing group of taxpayers over time, rather than a fixed group of taxpayers.

You know what they say - it's nice to make it to the top, but good luck staying there!

Data Source

Internal Revenue Service. The 400 Individual Income Tax Returns Reporting the Highest Adjusted Gross Incomes Each Year, 1992-2008. 1 August 2011.

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About Political Calculations

Welcome to the blogosphere's toolchest! Here, unlike other blogs dedicated to analyzing current events, we create easy-to-use, simple tools to do the math related to them so you can get in on the action too! If you would like to learn more about these tools, or if you would like to contribute ideas to develop for this blog, please e-mail us at:

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