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All data was acquired from the U.S. Census Bureau American Community Survey 1-Year Estimates, using the years 2007 and 2017. Only cities with a population greater than 100,000 were considered. All 2007 dollars were converted into 2017 dollars in order to adjust for inflation. For each city, the largest industry was calculated based on  full-time employment numbers for 2017. The fastest-growing industry for each city was calculated using the total percent growth between 2007 and 2017. Industries with zero employment for either year were excluded.

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