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Our data sources include market research reports, such as the Ipsos Affluent Survey published annually by Ipsos Media, Simmons National Consumer Studies and Consumer Insights from Scarborough Research, as well as trade publications, scientific journals, and government databases. For each statistic, we provide available meta data including but not limited to source, release date, number of respondents, and any other relevant details to facilitate verification of all statistical information available on Statista.com.