Table Data - All Employees: Service-Providing in Akron, OH (MSA)
| Title | All Employees: Service-Providing in Akron, OH (MSA) |
|---|---|
| Series ID | SMU39104200700000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:27 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 209.0436415022 |
| 1990-02-01 | 211.3470150887 |
| 1990-03-01 | 211.8837928273 |
| 1990-04-01 | 212.0019327997 |
| 1990-05-01 | 212.3197199341 |
| 1990-06-01 | 214.1185449127 |
| 1990-07-01 | 213.0830375619 |
| 1990-08-01 | 214.0806254157 |
| 1990-09-01 | 214.0725711853 |
| 1990-10-01 | 213.5095174354 |
| 1990-11-01 | 214.5149032698 |
| 1990-12-01 | 214.4060952173 |
| 1991-01-01 | 211.3727007482 |
| 1991-02-01 | 213.4787290040 |
| 1991-03-01 | 213.6612764314 |
| 1991-04-01 | 213.2269298998 |
| 1991-05-01 | 213.9605942665 |
| 1991-06-01 | 213.9745991071 |
| 1991-07-01 | 214.9413082113 |
| 1991-08-01 | 215.1817110372 |
| 1991-09-01 | 216.1695098029 |
| 1991-10-01 | 214.9911978133 |
| 1991-11-01 | 215.8917090965 |
| 1991-12-01 | 215.9841958687 |
| 1992-01-01 | 216.5931711463 |
| 1992-02-01 | 216.5100492340 |
| 1992-03-01 | 215.9403823390 |
| 1992-04-01 | 218.3992351171 |
| 1992-05-01 | 218.5182008305 |
| 1992-06-01 | 217.5045147998 |
| 1992-07-01 | 218.7467392364 |
| 1992-08-01 | 218.4494859522 |
| 1992-09-01 | 217.7001289422 |
| 1992-10-01 | 219.7675406760 |
| 1992-11-01 | 218.0268570949 |
| 1992-12-01 | 218.7347485774 |
| 1993-01-01 | 220.1412916214 |
| 1993-02-01 | 220.0702256482 |
| 1993-03-01 | 220.4500492210 |
| 1993-04-01 | 221.0236185051 |
| 1993-05-01 | 221.0315226953 |
| 1993-06-01 | 221.3294892146 |
| 1993-07-01 | 221.5768842222 |
| 1993-08-01 | 222.1384013915 |
| 1993-09-01 | 222.7211852136 |
| 1993-10-01 | 225.2938438911 |
| 1993-11-01 | 226.0180373631 |
| 1993-12-01 | 226.4430949063 |
| 1994-01-01 | 227.9711663475 |
| 1994-02-01 | 229.0187382490 |
| 1994-03-01 | 230.6073794809 |
| 1994-04-01 | 227.9450174061 |
| 1994-05-01 | 229.6509797810 |
| 1994-06-01 | 231.2678226635 |
| 1994-07-01 | 230.7163424779 |
| 1994-08-01 | 230.5286853066 |
| 1994-09-01 | 232.7401649769 |
| 1994-10-01 | 232.4645646013 |
| 1994-11-01 | 233.6059541647 |
| 1994-12-01 | 234.2203759726 |
| 1995-01-01 | 233.9792511599 |
| 1995-02-01 | 235.5802621461 |
| 1995-03-01 | 236.5458601575 |
| 1995-04-01 | 236.7325647436 |
| 1995-05-01 | 237.2316743400 |
| 1995-06-01 | 238.0416627147 |
| 1995-07-01 | 239.3383825669 |
| 1995-08-01 | 240.1131290897 |
| 1995-09-01 | 240.4402186120 |
| 1995-10-01 | 238.9389365220 |
| 1995-11-01 | 239.3237918756 |
| 1995-12-01 | 240.5622840212 |
| 1996-01-01 | 240.9809224623 |
| 1996-02-01 | 241.1668178522 |
| 1996-03-01 | 241.7245087944 |
| 1996-04-01 | 241.6588293248 |
| 1996-05-01 | 243.1883959242 |
| 1996-06-01 | 242.2661598424 |
| 1996-07-01 | 242.7762105043 |
| 1996-08-01 | 244.6976452154 |
| 1996-09-01 | 245.1271668452 |
| 1996-10-01 | 246.3265798804 |
| 1996-11-01 | 246.8781700274 |
| 1996-12-01 | 246.1260719716 |
| 1997-01-01 | 244.3379026315 |
| 1997-02-01 | 246.4154295081 |
| 1997-03-01 | 246.2092545741 |
| 1997-04-01 | 246.1155045811 |
| 1997-05-01 | 246.7668105180 |
| 1997-06-01 | 247.8990473584 |
| 1997-07-01 | 248.3973996049 |
| 1997-08-01 | 248.1635114934 |
| 1997-09-01 | 248.1277682467 |
| 1997-10-01 | 247.4168240334 |
| 1997-11-01 | 247.1886311176 |
| 1997-12-01 | 248.2126524775 |
| 1998-01-01 | 248.4581902687 |
| 1998-02-01 | 248.0672229206 |
| 1998-03-01 | 248.2308563343 |
| 1998-04-01 | 249.1869715451 |
| 1998-05-01 | 248.8133450933 |
| 1998-06-01 | 248.5969095241 |
| 1998-07-01 | 247.9600150148 |
| 1998-08-01 | 247.9628263877 |
| 1998-09-01 | 247.5059033794 |
| 1998-10-01 | 249.6531575097 |
| 1998-11-01 | 249.5940583093 |
| 1998-12-01 | 251.5352362016 |
| 1999-01-01 | 248.0247289251 |
| 1999-02-01 | 251.1975172346 |
| 1999-03-01 | 251.9631136818 |
| 1999-04-01 | 254.3493810568 |
| 1999-05-01 | 253.8983109761 |
| 1999-06-01 | 254.0178316293 |
| 1999-07-01 | 254.9255630074 |
| 1999-08-01 | 254.5866674443 |
| 1999-09-01 | 255.2662180748 |
| 1999-10-01 | 255.4185835989 |
| 1999-11-01 | 256.5319948893 |
| 1999-12-01 | 257.7136855794 |
| 2000-01-01 | 254.3912932740 |
| 2000-02-01 | 256.5158563188 |
| 2000-03-01 | 257.0906362705 |
| 2000-04-01 | 256.9253415175 |
| 2000-05-01 | 257.4247795900 |
| 2000-06-01 | 257.1414836967 |
| 2000-07-01 | 257.0012096290 |
| 2000-08-01 | 256.6622068780 |
| 2000-09-01 | 256.2175914592 |
| 2000-10-01 | 256.5939735710 |
| 2000-11-01 | 256.6621499243 |
| 2000-12-01 | 256.2317299096 |
| 2001-01-01 | 257.3697033737 |
| 2001-02-01 | 258.0132732717 |
| 2001-03-01 | 258.1159163255 |
| 2001-04-01 | 258.3377833032 |
| 2001-05-01 | 257.3541112713 |
| 2001-06-01 | 260.8422173890 |
| 2001-07-01 | 258.4634839339 |
| 2001-08-01 | 258.8537258417 |
| 2001-09-01 | 258.5492730086 |
| 2001-10-01 | 259.0994599015 |
| 2001-11-01 | 259.9514716962 |
| 2001-12-01 | 259.3312083694 |
| 2002-01-01 | 258.6152057008 |
| 2002-02-01 | 258.4702315619 |
| 2002-03-01 | 258.9308261482 |
| 2002-04-01 | 257.0382399464 |
| 2002-05-01 | 254.8559199538 |
| 2002-06-01 | 258.9921203672 |
| 2002-07-01 | 257.8579347203 |
| 2002-08-01 | 257.8632319400 |
| 2002-09-01 | 258.8196449597 |
| 2002-10-01 | 258.7617385480 |
| 2002-11-01 | 257.6566436187 |
| 2002-12-01 | 257.5464750924 |
| 2003-01-01 | 259.9851245424 |
| 2003-02-01 | 259.6772926474 |
| 2003-03-01 | 259.8881716516 |
| 2003-04-01 | 261.5926393992 |
| 2003-05-01 | 261.7831501506 |
| 2003-06-01 | 262.4081710482 |
| 2003-07-01 | 262.8825169670 |
| 2003-08-01 | 263.7619337397 |
| 2003-09-01 | 263.9520417963 |
| 2003-10-01 | 263.7155033994 |
| 2003-11-01 | 264.1917344681 |
| 2003-12-01 | 265.1250791563 |
| 2004-01-01 | 264.3930561800 |
| 2004-02-01 | 265.1820233546 |
| 2004-03-01 | 265.9175557767 |
| 2004-04-01 | 266.3720917413 |
| 2004-05-01 | 265.4122104065 |
| 2004-06-01 | 267.2032906503 |
| 2004-07-01 | 267.3224108511 |
| 2004-08-01 | 266.9241205870 |
| 2004-09-01 | 267.5585712609 |
| 2004-10-01 | 268.6814140532 |
| 2004-11-01 | 269.3606209464 |
| 2004-12-01 | 269.8264845095 |
| 2005-01-01 | 271.2896896347 |
| 2005-02-01 | 271.8737009336 |
| 2005-03-01 | 272.3611296031 |
| 2005-04-01 | 273.1756489925 |
| 2005-05-01 | 273.2611658124 |
| 2005-06-01 | 272.2493287090 |
| 2005-07-01 | 273.1946421286 |
| 2005-08-01 | 273.6159669864 |
| 2005-09-01 | 273.9103705494 |
| 2005-10-01 | 274.5438386709 |
| 2005-11-01 | 274.4017567148 |
| 2005-12-01 | 274.5797253359 |
| 2006-01-01 | 273.9860925416 |
| 2006-02-01 | 274.1196570266 |
| 2006-03-01 | 274.0927251652 |
| 2006-04-01 | 274.4022217844 |
| 2006-05-01 | 275.2067691117 |
| 2006-06-01 | 274.9420273771 |
| 2006-07-01 | 275.7147662326 |
| 2006-08-01 | 276.0843930321 |
| 2006-09-01 | 276.2255792011 |
| 2006-10-01 | 275.2369391115 |
| 2006-11-01 | 275.8544337822 |
| 2006-12-01 | 275.2776756600 |
| 2007-01-01 | 275.7677374671 |
| 2007-02-01 | 276.2634260988 |
| 2007-03-01 | 276.2971456811 |
| 2007-04-01 | 277.0670060790 |
| 2007-05-01 | 278.1894630091 |
| 2007-06-01 | 280.2266066864 |
| 2007-07-01 | 280.0509032027 |
| 2007-08-01 | 280.2047777520 |
| 2007-09-01 | 279.8085714229 |
| 2007-10-01 | 280.2168527112 |
| 2007-11-01 | 280.7859652896 |
| 2007-12-01 | 281.7836369081 |
| 2008-01-01 | 282.4413980595 |
| 2008-02-01 | 283.4255834190 |
| 2008-03-01 | 282.3664343755 |
| 2008-04-01 | 281.9148598387 |
| 2008-05-01 | 281.9993592458 |
| 2008-06-01 | 281.4712463201 |
| 2008-07-01 | 281.4156630628 |
| 2008-08-01 | 281.6957594458 |
| 2008-09-01 | 280.5694730252 |
| 2008-10-01 | 279.3237275912 |
| 2008-11-01 | 278.1330899411 |
| 2008-12-01 | 277.7478668243 |
| 2009-01-01 | 275.4695872418 |
| 2009-02-01 | 273.6277729821 |
| 2009-03-01 | 272.7681103486 |
| 2009-04-01 | 269.6681062056 |
| 2009-05-01 | 269.3817783497 |
| 2009-06-01 | 268.2317312615 |
| 2009-07-01 | 266.9161282599 |
| 2009-08-01 | 266.5528633940 |
| 2009-09-01 | 266.2557254199 |
| 2009-10-01 | 266.0147163359 |
| 2009-11-01 | 265.8013858056 |
| 2009-12-01 | 265.2054859231 |
| 2010-01-01 | 266.0792355536 |
| 2010-02-01 | 265.8914204267 |
| 2010-03-01 | 266.4116935973 |
| 2010-04-01 | 266.8972512119 |
| 2010-05-01 | 267.1324287801 |
| 2010-06-01 | 267.7916278605 |
| 2010-07-01 | 267.4021015741 |
| 2010-08-01 | 268.0246997662 |
| 2010-09-01 | 267.4424999138 |
| 2010-10-01 | 269.5054875667 |
| 2010-11-01 | 269.2696410286 |
| 2010-12-01 | 269.3505487219 |
| 2011-01-01 | 269.0656300507 |
| 2011-02-01 | 268.6949568940 |
| 2011-03-01 | 269.0045467276 |
| 2011-04-01 | 269.2527319422 |
| 2011-05-01 | 269.4607237825 |
| 2011-06-01 | 269.3381127654 |
| 2011-07-01 | 270.5806901865 |
| 2011-08-01 | 269.8447996026 |
| 2011-09-01 | 269.9290132067 |
| 2011-10-01 | 270.5478286558 |
| 2011-11-01 | 270.0455162519 |
| 2011-12-01 | 268.1513943235 |
| 2012-01-01 | 271.5274607900 |
| 2012-02-01 | 272.0916811959 |
| 2012-03-01 | 272.3531331916 |
| 2012-04-01 | 271.8082955720 |
| 2012-05-01 | 272.2036390318 |
| 2012-06-01 | 273.0117117205 |
| 2012-07-01 | 272.4168811936 |
| 2012-08-01 | 273.0289898453 |
| 2012-09-01 | 273.0826991277 |
| 2012-10-01 | 272.4628234981 |
| 2012-11-01 | 273.6943433660 |
| 2012-12-01 | 273.1186109255 |
| 2013-01-01 | 271.6089214079 |
| 2013-02-01 | 273.4412867655 |
| 2013-03-01 | 272.8464034135 |
| 2013-04-01 | 273.7405704072 |
| 2013-05-01 | 274.9041830913 |
| 2013-06-01 | 273.8414603974 |
| 2013-07-01 | 274.3434822075 |
| 2013-08-01 | 274.7372941753 |
| 2013-09-01 | 275.6846023027 |
| 2013-10-01 | 274.0795970551 |
| 2013-11-01 | 275.0242684771 |
| 2013-12-01 | 276.1040576296 |
| 2014-01-01 | 275.7309057778 |
| 2014-02-01 | 276.4785031292 |
| 2014-03-01 | 277.2878861699 |
| 2014-04-01 | 277.7561309811 |
| 2014-05-01 | 278.1549132349 |
| 2014-06-01 | 278.6455053761 |
| 2014-07-01 | 278.7180478391 |
| 2014-08-01 | 279.0470361227 |
| 2014-09-01 | 280.1158929367 |
| 2014-10-01 | 281.3192098668 |
| 2014-11-01 | 282.6698760519 |
| 2014-12-01 | 283.1677848425 |
| 2015-01-01 | 282.6663725249 |
| 2015-02-01 | 283.3338062235 |
| 2015-03-01 | 284.0679988957 |
| 2015-04-01 | 283.0201814142 |
| 2015-05-01 | 283.4700802726 |
| 2015-06-01 | 284.1563226939 |
| 2015-07-01 | 283.9639405495 |
| 2015-08-01 | 283.8889131322 |
| 2015-09-01 | 283.2657366214 |
| 2015-10-01 | 284.7456511024 |
| 2015-11-01 | 284.5204273910 |
| 2015-12-01 | 283.7228309320 |
| 2016-01-01 | 285.4477110551 |
| 2016-02-01 | 285.5871306420 |
| 2016-03-01 | 285.1463909879 |
| 2016-04-01 | 286.9563397638 |
| 2016-05-01 | 288.3515556783 |
| 2016-06-01 | 286.1282532543 |
| 2016-07-01 | 286.8563958683 |
| 2016-08-01 | 286.6161108609 |
| 2016-09-01 | 288.0219677627 |
| 2016-10-01 | 286.7772797861 |
| 2016-11-01 | 286.7525361982 |
| 2016-12-01 | 286.8153560120 |
| 2017-01-01 | 286.8231857274 |
| 2017-02-01 | 286.3717460762 |
| 2017-03-01 | 287.0276370427 |
| 2017-04-01 | 287.5691360733 |
| 2017-05-01 | 289.2972060599 |
| 2017-06-01 | 286.6942951493 |
| 2017-07-01 | 286.3520701124 |
| 2017-08-01 | 286.1319974055 |
| 2017-09-01 | 287.4171186593 |
| 2017-10-01 | 286.9298713177 |
| 2017-11-01 | 286.3052964512 |
| 2017-12-01 | 286.6494288463 |
| 2018-01-01 | 285.9423129318 |
| 2018-02-01 | 286.7406586738 |
| 2018-03-01 | 287.9207743682 |
| 2018-04-01 | 285.7438553241 |
| 2018-05-01 | 283.2959112545 |
| 2018-06-01 | 285.6285409889 |
| 2018-07-01 | 285.4150387046 |
| 2018-08-01 | 286.1234434914 |
| 2018-09-01 | 285.0197496574 |
| 2018-10-01 | 285.3621756508 |
| 2018-11-01 | 284.9604168085 |
| 2018-12-01 | 285.1852238665 |
| 2019-01-01 | 285.4504285955 |
| 2019-02-01 | 284.9933887955 |
| 2019-03-01 | 286.0189632144 |
| 2019-04-01 | 285.7125686906 |
| 2019-05-01 | 284.1097835802 |
| 2019-06-01 | 285.6602580029 |
| 2019-07-01 | 285.3050246641 |
| 2019-08-01 | 285.4294461568 |
| 2019-09-01 | 284.2825902884 |
| 2019-10-01 | 283.2479486288 |
| 2019-11-01 | 285.8201530177 |
| 2019-12-01 | 286.6625204181 |
| 2020-01-01 | 287.6080760925 |
| 2020-02-01 | 287.2131137212 |
| 2020-03-01 | 285.7763418377 |
| 2020-04-01 | 242.5887969621 |
| 2020-05-01 | 248.2275286793 |
| 2020-06-01 | 261.5256687976 |
| 2020-07-01 | 263.3899542815 |
| 2020-08-01 | 265.0907488261 |
| 2020-09-01 | 266.5020020922 |
| 2020-10-01 | 268.7942916973 |
| 2020-11-01 | 267.8945409481 |
| 2020-12-01 | 267.2582895869 |
| 2021-01-01 | 268.2177186522 |
| 2021-02-01 | 269.1917029679 |
| 2021-03-01 | 270.3778052725 |
| 2021-04-01 | 271.1043204648 |
| 2021-05-01 | 272.7293980178 |
| 2021-06-01 | 273.6883364665 |
| 2021-07-01 | 274.4526136384 |
| 2021-08-01 | 273.9643136898 |
| 2021-09-01 | 270.3075879557 |
| 2021-10-01 | 274.8968489666 |
| 2021-11-01 | 275.7949246455 |
| 2021-12-01 | 275.9756955369 |
| 2022-01-01 | 276.0275299568 |
| 2022-02-01 | 274.9302529955 |
| 2022-03-01 | 276.5323942180 |
| 2022-04-01 | 280.4228385831 |
| 2022-05-01 | 280.9519298821 |
| 2022-06-01 | 281.4982633406 |
| 2022-07-01 | 282.5834126311 |
| 2022-08-01 | 283.4906446191 |
| 2022-09-01 | 283.4443492650 |
| 2022-10-01 | 285.4252125672 |
| 2022-11-01 | 285.7250907864 |
| 2022-12-01 | 286.5353686137 |
| 2023-01-01 | 287.3373827751 |
| 2023-02-01 | 287.6869784188 |
| 2023-03-01 | 287.1004912764 |
| 2023-04-01 | 286.6238786895 |
| 2023-05-01 | 286.8360780321 |
| 2023-06-01 | 286.1461319262 |
| 2023-07-01 | 285.5790398078 |
| 2023-08-01 | 283.6860718118 |
| 2023-09-01 | 286.1950569314 |
| 2023-10-01 | 285.6078962103 |
| 2023-11-01 | 285.6927154997 |
| 2023-12-01 | 286.0760774743 |
| 2024-01-01 | 286.4134788634 |
| 2024-02-01 | 286.3815425075 |
| 2024-03-01 | 287.1646120122 |
| 2024-04-01 | 286.9645624642 |
| 2024-05-01 | 286.6725582566 |
| 2024-06-01 | 287.1180638934 |
| 2024-07-01 | 286.6381548438 |
| 2024-08-01 | 286.6653608970 |
| 2024-09-01 | 286.8173559401 |
| 2024-10-01 | 286.8717367961 |
| 2024-11-01 | 287.2097118521 |
| 2024-12-01 | 287.6596566770 |
| 2025-01-01 | 287.5836613957 |
| 2025-02-01 | 287.6869967987 |
| 2025-03-01 | 287.0916107516 |
| 2025-04-01 | 287.2156645186 |
| 2025-05-01 | 285.9533411902 |
| 2025-06-01 | 285.8731079476 |
| 2025-07-01 | 286.0374710333 |
| 2025-08-01 | 286.9036960413 |
| 2025-09-01 | 284.8913948415 |
| 2025-10-01 | 284.3701775795 |
| 2025-11-01 | 283.5844523198 |
| 2025-12-01 | 283.3363926054 |
| 2026-01-01 | 284.9227931582 |
| 2026-02-01 | 283.1802115193 |
| 2026-03-01 | 284.0213024932 |
| 2026-04-01 | 283.9154309837 |
| 2026-05-01 | 283.1945085872 |
| 2026-06-01 | 286.1674949191 |
| 2026-07-01 | 285.3426886715 |
| 2026-08-01 | 285.3529728657 |