
The newest unemployment numbers show a slight improvement in the nation’s unemployment rate. Americans now may have some small hope that the Great Recession might be coming to an end. But which cities are leading the comeback?
To find out, The Daily Beast considered the change in unemployment from September 2010 to September 2011 and the change in employment—to factor in overall job creation—from September 2010 to September 2011 (both with data from the US. Bureau of Labor Statistics). In addition to the change from last year, we wanted to consider what the economic future holds for the fourth quarter of 2011. Using data from the Manpower Economic Outlook Survey, which surveyed 18,000 employers across the 100 largest metropolitan areas in the country, we included the net job growth percentage for each metro area. Job growth was calculated by Manpower based on the percent of employers expecting to add jobs subtracted from the percent of employers expecting to cut jobs.
The list recognizes the cities with the most improvement. Riverside, Calif., for instance, has an unemployment rate of 13.4 percent, several points higher than the national average, but things are getting better, as unemployment there is down more than 1 percent over the past year.

Total labor force: 807,358
Unemployment rate: 7.6%
Net employment outlook, Q4 2011: +6%
Employment change, Sept. 2010 to Sept. 2011: +2%
Unemployment change, Sept. 2010 to Sept. 2011: -.2%
Christopher Zaborsky / Getty Images
Total labor force: 1,568,600
Unemployment rate: 9.7%
Net employment outlook, Q4 2011: +4%
Employment change, Sept. 2010 to Sept. 2011: +1.6%
Unemployment change, Sept. 2010 to Sept. 2011: -.8%
Getty Images
Total labor force: 327,250
Unemployment rate: 9.2%
Net employment outlook, Q4 2011: +9%
Employment change, Sept. 2010 to Sept. 2011: +.3%
Unemployment change, Sept. 2010 to Sept. 2011: -.9%
Henryk Sadura / Getty Images
Total labor force: 542,047
Unemployment rate: 6.9%
Net employment outlook, Q4 2011: +12%
Employment change, Sept. 2010 to Sept. 2011: +.1%
Unemployment change, Sept. 2010 to Sept. 2011: -.8%
Melanie Stetson Freeman / Getty Images
Total labor force: 1,753,766
Unemployment rate: 13.4%
Net employment outlook, Q4 2011: +2%
Employment change, Sept. 2010 to Sept. 2011: +1.3%
Unemployment change, Sept. 2010 to Sept. 2011: -1.2%
Getty Images
Total labor force: 1,131,677
Unemployment rate: 10.2%
Net employment outlook, Q4 2011: +2%
Employment change, Sept. 2010 to Sept. 2011: +1.3%
Unemployment change, Sept. 2010 to Sept. 2011: -1.4%
Getty Images
Total labor force: 316,175
Unemployment rate: 7.9%
Net employment outlook, Q4 2011: +7%
Employment change, Sept. 2010 to Sept. 2011: +1.6%
Unemployment change, Sept. 2010 to Sept. 2011: -.5%
Getty Images
Total labor force: 428,098
Unemployment rate: 10.1%
Net employment outlook, Q4 2011: +6%
Employment change, Sept. 2010 to Sept. 2011: +1.4%
Unemployment change, Sept. 2010 to Sept. 2011: -.8%

Total labor force: 299,558
Unemployment rate*: 11%
Net employment outlook, Q4 2011: +5%
Employment change, Sept. 2010 to Sept. 2011*: +.6%
Unemployment change, Sept. 2010 to Sept. 2011: -1.7%
*Employment data is for the North Port-Bradenton-Sarasota MSA
Getty Images
Total labor force: 316,487
Unemployment rate: 8.7%
Net employment outlook, Q4 2011: +6%
Employment change, Sept. 2010 to Sept. 2011: +2%
Unemployment change, Sept. 2010 to Sept. 2011: -.6%

Total labor force: 2,917,872
Unemployment rate: 10.6%
Net employment outlook, Q4 2011: +4%
Employment change, Sept. 2010 to Sept. 2011: +2%
Unemployment change, Sept. 2010 to Sept. 2011: -1.1%

Total labor force: 489,558
Unemployment rate: 8%
Net employment outlook, Q4 2011: +10%
Employment change, Sept. 2010 to Sept. 2011: +.5%
Unemployment change, Sept. 2010 to Sept. 2011: -.9%
Ross D. Franklin / AP Photo
Total labor force: 2,236,603
Unemployment rate: 9.2%
Net employment outlook, Q4 2011: +8%
Employment change, Sept. 2010 to Sept. 2011: +.8%
Unemployment change, Sept. 2010 to Sept. 2011: -1%
Getty Images
Total labor force: 451,519
Unemployment rate: 4.4%
Net employment outlook, Q4 2011: +7%
Employment change, Sept. 2010 to Sept. 2011: +2.4%
Unemployment change, Sept. 2010 to Sept. 2011: -.4%

Total labor force: 2,116,722
Unemployment rate: 8.1%
Net employment outlook, Q4 2011: +11%
Employment change, Sept. 2010 to Sept. 2011: +.4%
Unemployment change, Sept. 2010 to Sept. 2011: -1%
Joshua Lott / Getty Images
Total labor force: 1,045,087
Unemployment rate: 8.2%
Net employment outlook, Q4 2011: +7%
Employment change, Sept. 2010 to Sept. 2011: +2%
Unemployment change, Sept. 2010 to Sept. 2011: -.7%
Barry Howe / Corbis
Total labor force: 1,388,412
Unemployment rate: 7.8%
Net employment outlook, Q4 2011: +9%
Employment change, Sept. 2010 to Sept. 2011: +1.4%
Unemployment change, Sept. 2010 to Sept. 2011: -.8%
Corbis
Total labor force: 692,714
Unemployment rate: 10%
Net employment outlook, Q4 2011: +8%
Employment change, Sept. 2010 to Sept. 2011: +1%
Unemployment change, Sept. 2010 to Sept. 2011: -1.2%
Henryk Sadura / Corbis
Total labor force: 2,540,869
Unemployment rate: 6.6%
Net employment outlook, Q4 2011: +9%
Employment change, Sept. 2010 to Sept. 2011: +1.2%
Unemployment change, Sept. 2010 to Sept. 2011: -1%
Dermot Conlan, PPSOP / Corbis
Total labor force: 433,765
Unemployment rate: 6.4%
Net employment outlook, Q4 2011: +13%
Employment change, Sept. 2010 to Sept. 2011: +.4%
Unemployment change, Sept. 2010 to Sept. 2011: -1.1%
Alan Copson / Corbis
Total labor force: 256,494
Unemployment rate: 10.8%
Net employment outlook, Q4 2011: +2%
Employment change, Sept. 2010 to Sept. 2011: +2.3%
Unemployment change, Sept. 2010 to Sept. 2011: -1.4%
Mary Ann Anderson / Getty Images
Total labor force: 1,192,076
Unemployment rate: 8.4%
Net employment outlook, Q4 2011: +3%
Employment change, Sept. 2010 to Sept. 2011: +2%
Unemployment change, Sept. 2010 to Sept. 2011: -1.5%
Gary J Weathers / Corbis
Total labor force: 1,321,386
Unemployment rate: 10.8%
Net employment outlook, Q4 2011: +5%
Employment change, Sept. 2010 to Sept. 2011: +2.1%
Unemployment change, Sept. 2010 to Sept. 2011: -1.4%
Leslie Richard Jacobs / Corbis
Total labor force: 914,561
Unemployment rate: 9.6%
Net employment outlook, Q4 2011: +5%
Employment change, Sept. 2010 to Sept. 2011: +3.1%
Unemployment change, Sept. 2010 to Sept. 2011: -1.4%

Total labor force: 296,049
Unemployment rate: 8.5%
Net employment outlook, Q4 2011: +12%
Employment change, Sept. 2010 to Sept. 2011: +1.9%
Unemployment change, Sept. 2010 to Sept. 2011: -.9%

Total labor force: 384,520
Unemployment rate: 7.9%
Net employment outlook, Q4 2011: +11%
Employment change, Sept. 2010 to Sept. 2011: 1.2%
Unemployment change, Sept. 2010 to Sept. 2011: -1.8%

Total labor force: 1,457,117
Unemployment rate: 8.7%
Net employment outlook, Q4 2011: +13%
Employment change, Sept. 2010 to Sept. 2011: +2.8%
Unemployment change, Sept. 2010 to Sept. 2011: -.9%
Henryk Sadura / Corbis
Total labor force: 298,413
Unemployment rate: 7.7%
Net employment outlook, Q4 2011: +10%
Employment change, Sept. 2010 to Sept. 2011: +2.4%
Unemployment change, Sept. 2010 to Sept. 2011: -1.3%

Total labor force: 1,090,257
Unemployment rate: 7.6%
Net employment outlook, Q4 2011: +10%
Employment change, Sept. 2010 to Sept. 2011: +2.2%
Unemployment change, Sept. 2010 to Sept. 2011: -1.5%
James Blank / Corbis
Total labor force: 274,867
Unemployment rate: 11.2%
Net employment outlook, Q4 2011: +16%
Employment change, Sept. 2010 to Sept. 2011: +2%
Unemployment change, Sept. 2010 to Sept. 2011: -2%
Melanie Stetson Freeman, Christian Science Monitor / Getty Images