- Bachelor, associate, graduate and professional degrees were obtained via the American Community Survey using their one-year average for 2016.
- Certifications and licenses were obtained via the Current Population Survey using an average of their 2017 monthly data for all 12 months.
- The population described by these metrics are aged 25 to 64 years for both surveys.
