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 2026-09-01 |
| Last Updated | 2026-10-20 10:40 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 | 241.1668178521 |
| 1996-03-01 | 241.7245087944 |
| 1996-04-01 | 241.6588293248 |
| 1996-05-01 | 243.1883959243 |
| 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 | 244.3379026314 |
| 1997-02-01 | 246.4154295081 |
| 1997-03-01 | 246.2092545740 |
| 1997-04-01 | 246.1155045811 |
| 1997-05-01 | 246.7668105181 |
| 1997-06-01 | 247.8990473585 |
| 1997-07-01 | 248.3973996051 |
| 1997-08-01 | 248.1635114936 |
| 1997-09-01 | 248.1277682469 |
| 1997-10-01 | 247.4168240334 |
| 1997-11-01 | 247.1886311174 |
| 1997-12-01 | 248.2126524771 |
| 1998-01-01 | 248.4581902683 |
| 1998-02-01 | 248.0672229203 |
| 1998-03-01 | 248.2308563341 |
| 1998-04-01 | 249.1869715451 |
| 1998-05-01 | 248.8133450936 |
| 1998-06-01 | 248.5969095245 |
| 1998-07-01 | 247.9600150153 |
| 1998-08-01 | 247.9628263884 |
| 1998-09-01 | 247.5059033799 |
| 1998-10-01 | 249.6531575097 |
| 1998-11-01 | 249.5940583089 |
| 1998-12-01 | 251.5352362009 |
| 1999-01-01 | 248.0247289243 |
| 1999-02-01 | 251.1975172336 |
| 1999-03-01 | 251.9631136829 |
| 1999-04-01 | 254.3493810556 |
| 1999-05-01 | 253.8983109756 |
| 1999-06-01 | 254.0178316288 |
| 1999-07-01 | 254.9255630079 |
| 1999-08-01 | 254.5866674458 |
| 1999-09-01 | 255.2662180787 |
| 1999-10-01 | 255.4185836013 |
| 1999-11-01 | 256.5319948907 |
| 1999-12-01 | 257.7136855771 |
| 2000-01-01 | 254.3912932647 |
| 2000-02-01 | 256.5158563203 |
| 2000-03-01 | 257.0906362743 |
| 2000-04-01 | 256.9253415150 |
| 2000-05-01 | 257.4247795877 |
| 2000-06-01 | 257.1414836945 |
| 2000-07-01 | 257.0012096289 |
| 2000-08-01 | 256.6622068803 |
| 2000-09-01 | 256.2175914670 |
| 2000-10-01 | 256.5939735757 |
| 2000-11-01 | 256.6621499279 |
| 2000-12-01 | 256.2317299066 |
| 2001-01-01 | 257.3697033573 |
| 2001-02-01 | 258.0132732794 |
| 2001-03-01 | 258.1159163393 |
| 2001-04-01 | 258.3377833100 |
| 2001-05-01 | 257.3541112200 |
| 2001-06-01 | 260.8422173965 |
| 2001-07-01 | 258.4634839413 |
| 2001-08-01 | 258.8537258489 |
| 2001-09-01 | 258.5492730214 |
| 2001-10-01 | 259.0994599099 |
| 2001-11-01 | 259.9514717042 |
| 2001-12-01 | 259.3312083692 |
| 2002-01-01 | 258.6152056830 |
| 2002-02-01 | 258.4702315791 |
| 2002-03-01 | 258.9308261628 |
| 2002-04-01 | 257.0382399421 |
| 2002-05-01 | 254.8559198246 |
| 2002-06-01 | 258.9921203866 |
| 2002-07-01 | 257.8579347274 |
| 2002-08-01 | 257.8632319794 |
| 2002-09-01 | 258.8196450251 |
| 2002-10-01 | 258.7617385980 |
| 2002-11-01 | 257.6566436303 |
| 2002-12-01 | 257.5464750548 |
| 2003-01-01 | 259.9851244732 |
| 2003-02-01 | 259.6772926539 |
| 2003-03-01 | 259.8881717071 |
| 2003-04-01 | 261.5926394527 |
| 2003-05-01 | 261.7831499878 |
| 2003-06-01 | 262.4081710497 |
| 2003-07-01 | 262.8825168687 |
| 2003-08-01 | 263.7619337059 |
| 2003-09-01 | 263.9520418704 |
| 2003-10-01 | 263.7155035302 |
| 2003-11-01 | 264.1917345629 |
| 2003-12-01 | 265.1250791447 |
| 2004-01-01 | 264.3930560840 |
| 2004-02-01 | 265.1820233893 |
| 2004-03-01 | 265.9175559518 |
| 2004-04-01 | 266.3720919806 |
| 2004-05-01 | 265.4122103742 |
| 2004-06-01 | 267.2032906216 |
| 2004-07-01 | 267.3224099795 |
| 2004-08-01 | 266.9241202706 |
| 2004-09-01 | 267.5585712595 |
| 2004-10-01 | 268.6814142769 |
| 2004-11-01 | 269.3606214082 |
| 2004-12-01 | 269.8264851615 |
| 2005-01-01 | 271.2896904415 |
| 2005-02-01 | 271.8736961408 |
| 2005-03-01 | 272.3611317892 |
| 2005-04-01 | 273.1756515136 |
| 2005-05-01 | 273.2611680661 |
| 2005-06-01 | 272.2493305170 |
| 2005-07-01 | 273.1946419565 |
| 2005-08-01 | 273.6159576604 |
| 2005-09-01 | 273.9103706675 |
| 2005-10-01 | 274.5438387214 |
| 2005-11-01 | 274.4017569714 |
| 2005-12-01 | 274.5797299836 |
| 2006-01-01 | 273.9860936849 |
| 2006-02-01 | 274.1196468185 |
| 2006-03-01 | 274.0927294598 |
| 2006-04-01 | 274.4022275857 |
| 2006-05-01 | 275.2067756024 |
| 2006-06-01 | 274.9420327326 |
| 2006-07-01 | 275.7147674328 |
| 2006-08-01 | 276.0843739018 |
| 2006-09-01 | 276.2255775747 |
| 2006-10-01 | 275.2369369028 |
| 2006-11-01 | 275.8544322557 |
| 2006-12-01 | 275.2776834467 |
| 2007-01-01 | 275.7677379741 |
| 2007-02-01 | 276.2634085829 |
| 2007-03-01 | 276.2971513931 |
| 2007-04-01 | 277.0670169847 |
| 2007-05-01 | 278.1894777553 |
| 2007-06-01 | 280.2266240698 |
| 2007-07-01 | 280.0509195969 |
| 2007-08-01 | 280.2047649960 |
| 2007-09-01 | 279.8085013410 |
| 2007-10-01 | 280.2168620031 |
| 2007-11-01 | 280.7859683275 |
| 2007-12-01 | 281.7836506159 |
| 2008-01-01 | 282.4413981437 |
| 2008-02-01 | 283.4255651406 |
| 2008-03-01 | 282.3664444364 |
| 2008-04-01 | 281.9148772424 |
| 2008-05-01 | 281.9993775919 |
| 2008-06-01 | 281.4712608888 |
| 2008-07-01 | 281.4157527454 |
| 2008-08-01 | 281.6957336991 |
| 2008-09-01 | 280.5693083666 |
| 2008-10-01 | 279.3237308653 |
| 2008-11-01 | 278.1330914872 |
| 2008-12-01 | 277.7478790025 |
| 2009-01-01 | 275.4695986967 |
| 2009-02-01 | 273.6277690247 |
| 2009-03-01 | 272.7681422633 |
| 2009-04-01 | 269.6681465063 |
| 2009-05-01 | 269.3818112418 |
| 2009-06-01 | 268.2317422615 |
| 2009-07-01 | 266.9162784654 |
| 2009-08-01 | 266.5528027309 |
| 2009-09-01 | 266.2554422096 |
| 2009-10-01 | 266.0146949687 |
| 2009-11-01 | 265.8013793361 |
| 2009-12-01 | 265.2055012371 |
| 2010-01-01 | 266.0792518194 |
| 2010-02-01 | 265.8914438811 |
| 2010-03-01 | 266.4117813163 |
| 2010-04-01 | 266.8973727525 |
| 2010-05-01 | 267.1324226255 |
| 2010-06-01 | 267.7917310543 |
| 2010-07-01 | 267.4024360613 |
| 2010-08-01 | 268.0247469370 |
| 2010-09-01 | 267.4412050491 |
| 2010-10-01 | 269.5058960774 |
| 2010-11-01 | 269.2696490397 |
| 2010-12-01 | 269.3505460831 |
| 2011-01-01 | 269.0656323330 |
| 2011-02-01 | 268.6950244911 |
| 2011-03-01 | 269.0047354572 |
| 2011-04-01 | 269.2530132211 |
| 2011-05-01 | 269.4607806756 |
| 2011-06-01 | 269.3383816312 |
| 2011-07-01 | 270.5811408340 |
| 2011-08-01 | 269.8449045883 |
| 2011-09-01 | 269.9266102458 |
| 2011-10-01 | 270.5485590768 |
| 2011-11-01 | 270.0454512380 |
| 2011-12-01 | 268.1513347539 |
| 2012-01-01 | 271.5274454501 |
| 2012-02-01 | 272.0918203921 |
| 2012-03-01 | 272.3535123720 |
| 2012-04-01 | 271.8088836623 |
| 2012-05-01 | 272.2039211999 |
| 2012-06-01 | 273.0123270943 |
| 2012-07-01 | 272.4176284753 |
| 2012-08-01 | 273.0293007838 |
| 2012-09-01 | 273.0781792282 |
| 2012-10-01 | 272.4639703609 |
| 2012-11-01 | 273.6943141098 |
| 2012-12-01 | 273.1177229723 |
| 2013-01-01 | 271.6091190059 |
| 2013-02-01 | 273.4417109170 |
| 2013-03-01 | 272.8471484406 |
| 2013-04-01 | 273.7415830170 |
| 2013-05-01 | 274.9057818788 |
| 2013-06-01 | 273.8424837293 |
| 2013-07-01 | 274.3445700134 |
| 2013-08-01 | 274.7380286732 |
| 2013-09-01 | 275.6758483244 |
| 2013-10-01 | 274.0809199162 |
| 2013-11-01 | 275.0243736854 |
| 2013-12-01 | 276.1025018820 |
| 2014-01-01 | 275.7315732839 |
| 2014-02-01 | 276.4796608434 |
| 2014-03-01 | 277.2895196637 |
| 2014-04-01 | 277.7580285209 |
| 2014-05-01 | 278.1572186188 |
| 2014-06-01 | 278.6470975505 |
| 2014-07-01 | 278.7195200722 |
| 2014-08-01 | 279.0482559936 |
| 2014-09-01 | 280.1028099172 |
| 2014-10-01 | 281.3204477279 |
| 2014-11-01 | 282.6697473865 |
| 2014-12-01 | 283.1647495456 |
| 2015-01-01 | 282.6661307683 |
| 2015-02-01 | 283.3336914412 |
| 2015-03-01 | 284.0789967564 |
| 2015-04-01 | 283.0204488665 |
| 2015-05-01 | 283.4734760047 |
| 2015-06-01 | 284.1569186478 |
| 2015-07-01 | 283.9647432080 |
| 2015-08-01 | 283.8898319323 |
| 2015-09-01 | 283.2501018603 |
| 2015-10-01 | 284.7461702491 |
| 2015-11-01 | 284.5198330621 |
| 2015-12-01 | 283.7191238505 |
| 2016-01-01 | 285.4465364681 |
| 2016-02-01 | 285.5859509944 |
| 2016-03-01 | 285.1671856696 |
| 2016-04-01 | 286.9555052526 |
| 2016-05-01 | 288.3530834000 |
| 2016-06-01 | 286.1280628261 |
| 2016-07-01 | 286.8565430700 |
| 2016-08-01 | 286.6164212859 |
| 2016-09-01 | 288.0068033727 |
| 2016-10-01 | 286.7770039819 |
| 2016-11-01 | 286.7515228326 |
| 2016-12-01 | 286.8112934735 |
| 2017-01-01 | 286.8182453040 |
| 2017-02-01 | 286.3700127437 |
| 2017-03-01 | 287.0585343300 |
| 2017-04-01 | 287.5670912348 |
| 2017-05-01 | 289.2977361004 |
| 2017-06-01 | 286.6928323334 |
| 2017-07-01 | 286.3510673111 |
| 2017-08-01 | 286.1311779452 |
| 2017-09-01 | 287.4033063192 |
| 2017-10-01 | 286.9287060320 |
| 2017-11-01 | 286.3037545301 |
| 2017-12-01 | 286.6463923311 |
| 2018-01-01 | 285.9349077723 |
| 2018-02-01 | 286.7406961356 |
| 2018-03-01 | 287.9537512863 |
| 2018-04-01 | 285.7434224910 |
| 2018-05-01 | 283.2941669325 |
| 2018-06-01 | 285.6268701758 |
| 2018-07-01 | 285.4129936232 |
| 2018-08-01 | 286.1210614108 |
| 2018-09-01 | 285.0117041488 |
| 2018-10-01 | 285.3591705404 |
| 2018-11-01 | 284.9568311286 |
| 2018-12-01 | 285.1808993431 |
| 2019-01-01 | 285.4369807333 |
| 2019-02-01 | 284.9955799529 |
| 2019-03-01 | 286.0619815339 |
| 2019-04-01 | 285.7145584051 |
| 2019-05-01 | 284.1051669480 |
| 2019-06-01 | 285.6558019684 |
| 2019-07-01 | 285.3004709841 |
| 2019-08-01 | 285.4245766417 |
| 2019-09-01 | 284.2800723985 |
| 2019-10-01 | 283.2431106218 |
| 2019-11-01 | 285.8146518545 |
| 2019-12-01 | 286.6572911183 |
| 2020-01-01 | 287.5928500529 |
| 2020-02-01 | 287.2192554277 |
| 2020-03-01 | 285.8210785873 |
| 2020-04-01 | 242.5961467479 |
| 2020-05-01 | 248.2200428016 |
| 2020-06-01 | 261.5206084698 |
| 2020-07-01 | 263.3845728098 |
| 2020-08-01 | 265.0774375132 |
| 2020-09-01 | 266.5053944939 |
| 2020-10-01 | 268.7884806653 |
| 2020-11-01 | 267.8881529016 |
| 2020-12-01 | 267.2522335378 |
| 2021-01-01 | 268.2017018236 |
| 2021-02-01 | 269.2024199694 |
| 2021-03-01 | 270.4243310600 |
| 2021-04-01 | 271.1164953912 |
| 2021-05-01 | 272.7211546003 |
| 2021-06-01 | 273.6809641027 |
| 2021-07-01 | 274.4447736843 |
| 2021-08-01 | 273.9416263728 |
| 2021-09-01 | 270.3107214356 |
| 2021-10-01 | 274.8915704746 |
| 2021-11-01 | 275.7903810869 |
| 2021-12-01 | 275.9725625910 |
| 2022-01-01 | 276.0186856369 |
| 2022-02-01 | 274.9459478224 |
| 2022-03-01 | 276.5729987568 |
| 2022-04-01 | 280.4383837894 |
| 2022-05-01 | 280.9445228659 |
| 2022-06-01 | 281.4901102334 |
| 2022-07-01 | 282.5745264554 |
| 2022-08-01 | 283.4414779835 |
| 2022-09-01 | 283.4504116507 |
| 2022-10-01 | 285.4241441660 |
| 2022-11-01 | 285.7264642776 |
| 2022-12-01 | 286.5386225899 |
| 2023-01-01 | 287.3351203350 |
| 2023-02-01 | 287.7091383814 |
| 2023-03-01 | 287.1458855754 |
| 2023-04-01 | 286.6404912560 |
| 2023-05-01 | 286.8319532013 |
| 2023-06-01 | 286.1330849423 |
| 2023-07-01 | 285.5574358283 |
| 2023-08-01 | 283.5722725548 |
| 2023-09-01 | 286.2305584901 |
| 2023-10-01 | 285.6199584416 |
| 2023-11-01 | 285.7067913439 |
| 2023-12-01 | 286.0906659028 |
| 2024-01-01 | 286.4215249248 |
| 2024-02-01 | 286.4098347352 |
| 2024-03-01 | 287.2063272918 |
| 2024-04-01 | 286.9814750148 |
| 2024-05-01 | 286.6739841016 |
| 2024-06-01 | 287.1023327284 |
| 2024-07-01 | 286.6068604542 |
| 2024-08-01 | 286.4813370484 |
| 2024-09-01 | 286.8689501454 |
| 2024-10-01 | 286.9015828208 |
| 2024-11-01 | 287.2397666052 |
| 2024-12-01 | 287.6878970011 |
| 2025-01-01 | 287.5998618453 |
| 2025-02-01 | 287.7236737142 |
| 2025-03-01 | 287.1305873130 |
| 2025-04-01 | 287.2325447408 |
| 2025-05-01 | 285.9608864790 |
| 2025-06-01 | 285.8529268097 |
| 2025-07-01 | 285.9922323102 |
| 2025-08-01 | 286.6557122947 |
| 2025-09-01 | 284.9629029657 |
| 2025-10-01 | 284.4168858759 |
| 2025-11-01 | 283.6287902433 |
| 2025-12-01 | 283.3760470604 |
| 2026-01-01 | 284.9465663321 |
| 2026-02-01 | 283.2222747700 |
| 2026-03-01 | 284.0557166146 |
| 2026-04-01 | 283.9329017028 |
| 2026-05-01 | 283.2081010651 |
| 2026-06-01 | 286.1467332419 |
| 2026-07-01 | 285.2944058944 |
| 2026-08-01 | 285.4708740178 |
| 2026-09-01 | 284.7203040701 |