There are now more than 10 million millionaires in the U.S., an apparent record, according to a new study.

The Spectrem Market Insights 2015 report, which looks at the affluent market and the behavior of affluent investors in the U.S., found that the number of households with a net worth of $1 million or more grew by almost 500,000 households in 2014 to reach 10.1 million.

According to Spectrem, this indicates that there are more affluent Americans than there ever have been.

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