From the Bureau of Labor Statistics, the CE Survey provides information on the buying habits of Americans and the characteristics of those consumers. Shows spend on entertainment (not specific to museums, or live entertainment).
This
article discusses: Movies, music, and sports: U.S. entertainment spending, 2008–2013, and notes age and income related trends.