Before revision:  While controlling for  change in frequency, jobs, and population, the correlation with local socio-demographic characteristics are investigated using data from the American Community Survey.
After revision:  While controlling for the change in frequency, jobs, and population, the correlation with local socio-demographic characteristics are investigated using data from the American Community Survey.