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Cities like Washington D.C., San Francisco, Raleigh, N.C., have high proportion of college graduates in the population- as high as 40% in Washigton D.C.- with resuliting lower unemployment of about 7.5% or less. Other cities like Dayton and Youngstown in Ohio and Bakersfield, California, have a low proportion of college graduates- 20% in Dayton- and high unemployment of about 10.5%
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