LOUISVILLE, Ky. (AP) — The Louisville Convention and Visitors Bureau says more than 12 million people visited Louisville this year, spending some $1.4 billion.

The University of Louisville’s Urban Studies Institute came up with the figures based on statistics from the 2011 calendar year. The study was commissioned by the University of Louisville’s Urban Studies Institute.

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