Table 1: Descriptive statistics of variables.

Variable Mean Std. Dev. Minimum Maximum N
Mean household income (000s US Dollars) 63.82 12.66 32.90 141.49 933
Mean travel time to work 21.70 3.73 11.50 38.60 933
Population (000s) 321.69 1,091.60 13.03 20,031.44 933
Percent of population working 60.31 6.52 23.83 80.36 933
Percent of population with higher education 22.93 8.65 8.30 64.60 933