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 2026-05-01 |
| Last Updated | 2026-06-24 10:12 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 | 209.043641502201 |
| 1990-02-01 | 211.347015088742 |
| 1990-03-01 | 211.883792827284 |
| 1990-04-01 | 212.001932799678 |
| 1990-05-01 | 212.319719934077 |
| 1990-06-01 | 214.118544912743 |
| 1990-07-01 | 213.083037561878 |
| 1990-08-01 | 214.080625415706 |
| 1990-09-01 | 214.072571185300 |
| 1990-10-01 | 213.509517435421 |
| 1990-11-01 | 214.514903269822 |
| 1990-12-01 | 214.406095217284 |
| 1991-01-01 | 211.372700748235 |
| 1991-02-01 | 213.478729004016 |
| 1991-03-01 | 213.661276431359 |
| 1991-04-01 | 213.226929899830 |
| 1991-05-01 | 213.960594266502 |
| 1991-06-01 | 213.974599107117 |
| 1991-07-01 | 214.941308211307 |
| 1991-08-01 | 215.181711037241 |
| 1991-09-01 | 216.169509802924 |
| 1991-10-01 | 214.991197813349 |
| 1991-11-01 | 215.891709096461 |
| 1991-12-01 | 215.984195868651 |
| 1992-01-01 | 216.593171146307 |
| 1992-02-01 | 216.510049234024 |
| 1992-03-01 | 215.940382338959 |
| 1992-04-01 | 218.399235117147 |
| 1992-05-01 | 218.518200830526 |
| 1992-06-01 | 217.504514799756 |
| 1992-07-01 | 218.746739236437 |
| 1992-08-01 | 218.449485952233 |
| 1992-09-01 | 217.700128942180 |
| 1992-10-01 | 219.767540675958 |
| 1992-11-01 | 218.026857094941 |
| 1992-12-01 | 218.734748577417 |
| 1993-01-01 | 220.141291621432 |
| 1993-02-01 | 220.070225648182 |
| 1993-03-01 | 220.450049220979 |
| 1993-04-01 | 221.023618505063 |
| 1993-05-01 | 221.031522695281 |
| 1993-06-01 | 221.329489214561 |
| 1993-07-01 | 221.576884222233 |
| 1993-08-01 | 222.138401391516 |
| 1993-09-01 | 222.721185213601 |
| 1993-10-01 | 225.293843891055 |
| 1993-11-01 | 226.018037363115 |
| 1993-12-01 | 226.443094906327 |
| 1994-01-01 | 227.971166347478 |
| 1994-02-01 | 229.018738249037 |
| 1994-03-01 | 230.607379480908 |
| 1994-04-01 | 227.945017406115 |
| 1994-05-01 | 229.650979781033 |
| 1994-06-01 | 231.267822663545 |
| 1994-07-01 | 230.716342477918 |
| 1994-08-01 | 230.528685306642 |
| 1994-09-01 | 232.740164976907 |
| 1994-10-01 | 232.464564601265 |
| 1994-11-01 | 233.605954164665 |
| 1994-12-01 | 234.220375972582 |
| 1995-01-01 | 233.979251159950 |
| 1995-02-01 | 235.580262146083 |
| 1995-03-01 | 236.545860157546 |
| 1995-04-01 | 236.732564743645 |
| 1995-05-01 | 237.231674340040 |
| 1995-06-01 | 238.041662714688 |
| 1995-07-01 | 239.338382566872 |
| 1995-08-01 | 240.113129089651 |
| 1995-09-01 | 240.440218611970 |
| 1995-10-01 | 238.938936522006 |
| 1995-11-01 | 239.323791875586 |
| 1995-12-01 | 240.562284021227 |
| 1996-01-01 | 240.980922462304 |
| 1996-02-01 | 241.166817852154 |
| 1996-03-01 | 241.724508794411 |
| 1996-04-01 | 241.658829324803 |
| 1996-05-01 | 243.188395924240 |
| 1996-06-01 | 242.266159842384 |
| 1996-07-01 | 242.776210504282 |
| 1996-08-01 | 244.697645215417 |
| 1996-09-01 | 245.127166845184 |
| 1996-10-01 | 246.326579880386 |
| 1996-11-01 | 246.878170027420 |
| 1996-12-01 | 246.126071971591 |
| 1997-01-01 | 244.337902631448 |
| 1997-02-01 | 246.415429508132 |
| 1997-03-01 | 246.209254574076 |
| 1997-04-01 | 246.115504581136 |
| 1997-05-01 | 246.766810518051 |
| 1997-06-01 | 247.899047358409 |
| 1997-07-01 | 248.397399604855 |
| 1997-08-01 | 248.163511493362 |
| 1997-09-01 | 248.127768246706 |
| 1997-10-01 | 247.416824033418 |
| 1997-11-01 | 247.188631117610 |
| 1997-12-01 | 248.212652477475 |
| 1998-01-01 | 248.458190268681 |
| 1998-02-01 | 248.067222920595 |
| 1998-03-01 | 248.230856334356 |
| 1998-04-01 | 249.186971545154 |
| 1998-05-01 | 248.813345093328 |
| 1998-06-01 | 248.596909524126 |
| 1998-07-01 | 247.960015014751 |
| 1998-08-01 | 247.962826387664 |
| 1998-09-01 | 247.505903379414 |
| 1998-10-01 | 249.653157509658 |
| 1998-11-01 | 249.594058309256 |
| 1998-12-01 | 251.535236201609 |
| 1999-01-01 | 248.024728925096 |
| 1999-02-01 | 251.197517234580 |
| 1999-03-01 | 251.963113681879 |
| 1999-04-01 | 254.349381056855 |
| 1999-05-01 | 253.898310976213 |
| 1999-06-01 | 254.017831629306 |
| 1999-07-01 | 254.925563007436 |
| 1999-08-01 | 254.586667444310 |
| 1999-09-01 | 255.266218074558 |
| 1999-10-01 | 255.418583598867 |
| 1999-11-01 | 256.531994889123 |
| 1999-12-01 | 257.713685579574 |
| 2000-01-01 | 254.391293273993 |
| 2000-02-01 | 256.515856318870 |
| 2000-03-01 | 257.090636270696 |
| 2000-04-01 | 256.925341517548 |
| 2000-05-01 | 257.424779590170 |
| 2000-06-01 | 257.141483696669 |
| 2000-07-01 | 257.001209628926 |
| 2000-08-01 | 256.662206877927 |
| 2000-09-01 | 256.217591458679 |
| 2000-10-01 | 256.593973570994 |
| 2000-11-01 | 256.662149924114 |
| 2000-12-01 | 256.231729910055 |
| 2001-01-01 | 257.369703373863 |
| 2001-02-01 | 258.013273271968 |
| 2001-03-01 | 258.115916325980 |
| 2001-04-01 | 258.337783303374 |
| 2001-05-01 | 257.354111271723 |
| 2001-06-01 | 260.842217389013 |
| 2001-07-01 | 258.463483933361 |
| 2001-08-01 | 258.853725840421 |
| 2001-09-01 | 258.549273005899 |
| 2001-10-01 | 259.099459899232 |
| 2001-11-01 | 259.951471694096 |
| 2001-12-01 | 259.331208370000 |
| 2002-01-01 | 258.615205704295 |
| 2002-02-01 | 258.470231568651 |
| 2002-03-01 | 258.930826156733 |
| 2002-04-01 | 257.038239953729 |
| 2002-05-01 | 254.855919958009 |
| 2002-06-01 | 258.992120360350 |
| 2002-07-01 | 257.857934712061 |
| 2002-08-01 | 257.863231923492 |
| 2002-09-01 | 258.819644937371 |
| 2002-10-01 | 258.761738528733 |
| 2002-11-01 | 257.656643609824 |
| 2002-12-01 | 257.546475102063 |
| 2003-01-01 | 259.985124574042 |
| 2003-02-01 | 259.677292696076 |
| 2003-03-01 | 259.888171703222 |
| 2003-04-01 | 261.592639434492 |
| 2003-05-01 | 261.783150155365 |
| 2003-06-01 | 262.408171002370 |
| 2003-07-01 | 262.882516899049 |
| 2003-08-01 | 263.761933650735 |
| 2003-09-01 | 263.952041711034 |
| 2003-10-01 | 263.715503350104 |
| 2003-11-01 | 264.191734475052 |
| 2003-12-01 | 265.125079224438 |
| 2004-01-01 | 264.393056307725 |
| 2004-02-01 | 265.182023512465 |
| 2004-03-01 | 265.917555917466 |
| 2004-04-01 | 266.372091833609 |
| 2004-05-01 | 265.412210433321 |
| 2004-06-01 | 267.203290525462 |
| 2004-07-01 | 267.322410345530 |
| 2004-08-01 | 266.924120440438 |
| 2004-09-01 | 267.558571135168 |
| 2004-10-01 | 268.681414041213 |
| 2004-11-01 | 269.360621057706 |
| 2004-12-01 | 269.826484697073 |
| 2005-01-01 | 271.289689821550 |
| 2005-02-01 | 271.873702013312 |
| 2005-03-01 | 272.361129498272 |
| 2005-04-01 | 273.175648704853 |
| 2005-05-01 | 273.261165475245 |
| 2005-06-01 | 272.249328279766 |
| 2005-07-01 | 273.194641168093 |
| 2005-08-01 | 273.615966900158 |
| 2005-09-01 | 273.910370691286 |
| 2005-10-01 | 274.543838924525 |
| 2005-11-01 | 274.401756973614 |
| 2005-12-01 | 274.579727075687 |
| 2006-01-01 | 273.986092435399 |
| 2006-02-01 | 274.119658603604 |
| 2006-03-01 | 274.092724314589 |
| 2006-04-01 | 274.402219883426 |
| 2006-05-01 | 275.206767993867 |
| 2006-06-01 | 274.942026552373 |
| 2006-07-01 | 275.714765152497 |
| 2006-08-01 | 276.084393685837 |
| 2006-09-01 | 276.225580443862 |
| 2006-10-01 | 275.236940322595 |
| 2006-11-01 | 275.854434544413 |
| 2006-12-01 | 275.277678978816 |
| 2007-01-01 | 275.767736916765 |
| 2007-02-01 | 276.263428136581 |
| 2007-03-01 | 276.297143800622 |
| 2007-04-01 | 277.067001896036 |
| 2007-05-01 | 278.189460134566 |
| 2007-06-01 | 280.226603398786 |
| 2007-07-01 | 280.050898679591 |
| 2007-08-01 | 280.204774226462 |
| 2007-09-01 | 279.808590265068 |
| 2007-10-01 | 280.216851833462 |
| 2007-11-01 | 280.785965915310 |
| 2007-12-01 | 281.783643969130 |
| 2008-01-01 | 282.441400074036 |
| 2008-02-01 | 283.425586263023 |
| 2008-03-01 | 282.366429939440 |
| 2008-04-01 | 281.914848766527 |
| 2008-05-01 | 281.999347977578 |
| 2008-06-01 | 281.471234420388 |
| 2008-07-01 | 281.415656164297 |
| 2008-08-01 | 281.695751968221 |
| 2008-09-01 | 280.569512903890 |
| 2008-10-01 | 279.323730037026 |
| 2008-11-01 | 278.133097248616 |
| 2008-12-01 | 277.747884066298 |
| 2009-01-01 | 275.469596522028 |
| 2009-02-01 | 273.627777099194 |
| 2009-03-01 | 272.768098156019 |
| 2009-04-01 | 269.668078973592 |
| 2009-05-01 | 269.381747095698 |
| 2009-06-01 | 268.231702118373 |
| 2009-07-01 | 266.916116476356 |
| 2009-08-01 | 266.552854931626 |
| 2009-09-01 | 266.255792347224 |
| 2009-10-01 | 266.014726121626 |
| 2009-11-01 | 265.801404564117 |
| 2009-12-01 | 265.205519578071 |
| 2010-01-01 | 266.079269942519 |
| 2010-02-01 | 265.891439846563 |
| 2010-03-01 | 266.411700425112 |
| 2010-04-01 | 266.897243712916 |
| 2010-05-01 | 267.132175885569 |
| 2010-06-01 | 267.791613232120 |
| 2010-07-01 | 267.402100286784 |
| 2010-08-01 | 268.024687469110 |
| 2010-09-01 | 267.442670634545 |
| 2010-10-01 | 269.505533243545 |
| 2010-11-01 | 269.269659770200 |
| 2010-12-01 | 269.350591265760 |
| 2011-01-01 | 269.065690028325 |
| 2011-02-01 | 268.694989080991 |
| 2011-03-01 | 269.004561465139 |
| 2011-04-01 | 269.252726294033 |
| 2011-05-01 | 269.460227301812 |
| 2011-06-01 | 269.338096021172 |
| 2011-07-01 | 270.580690597649 |
| 2011-08-01 | 269.844793379179 |
| 2011-09-01 | 269.929307862558 |
| 2011-10-01 | 270.547933994168 |
| 2011-11-01 | 270.045561731359 |
| 2011-12-01 | 268.151469824800 |
| 2012-01-01 | 271.527563832440 |
| 2012-02-01 | 272.091727045439 |
| 2012-03-01 | 272.353132594996 |
| 2012-04-01 | 271.808247258734 |
| 2012-05-01 | 272.202844747989 |
| 2012-06-01 | 273.011648873988 |
| 2012-07-01 | 272.416863850436 |
| 2012-08-01 | 273.028998509674 |
| 2012-09-01 | 273.083182071438 |
| 2012-10-01 | 272.463038616364 |
| 2012-11-01 | 273.694489331154 |
| 2012-12-01 | 273.118663821112 |
| 2013-01-01 | 271.609136238354 |
| 2013-02-01 | 273.441415010548 |
| 2013-03-01 | 272.846427943261 |
| 2013-04-01 | 273.740493941846 |
| 2013-05-01 | 274.902652724645 |
| 2013-06-01 | 273.841329907333 |
| 2013-07-01 | 274.343395572453 |
| 2013-08-01 | 274.737255512242 |
| 2013-09-01 | 275.685754333828 |
| 2013-10-01 | 274.079827995138 |
| 2013-11-01 | 275.024514321566 |
| 2013-12-01 | 276.104140281937 |
| 2014-01-01 | 275.731306224316 |
| 2014-02-01 | 276.478800951637 |
| 2014-03-01 | 277.288047861592 |
| 2014-04-01 | 277.756155864233 |
| 2014-05-01 | 278.151564597392 |
| 2014-06-01 | 278.645432413391 |
| 2014-07-01 | 278.718018644267 |
| 2014-08-01 | 279.047087125993 |
| 2014-09-01 | 280.117871272126 |
| 2014-10-01 | 281.319627358033 |
| 2014-11-01 | 282.670384049250 |
| 2014-12-01 | 283.168009143980 |
| 2015-01-01 | 282.666971260786 |
| 2015-02-01 | 283.334228478130 |
| 2015-03-01 | 284.068057391537 |
| 2015-04-01 | 283.020321223739 |
| 2015-05-01 | 283.463627631833 |
| 2015-06-01 | 284.156577363620 |
| 2015-07-01 | 283.964356680006 |
| 2015-08-01 | 283.889505867433 |
| 2015-09-01 | 283.268830381542 |
| 2015-10-01 | 284.746543290217 |
| 2015-11-01 | 284.521365897661 |
| 2015-12-01 | 283.723295297533 |
| 2016-01-01 | 285.448256471661 |
| 2016-02-01 | 285.587300794266 |
| 2016-03-01 | 285.146002573239 |
| 2016-04-01 | 286.956431039855 |
| 2016-05-01 | 288.340637894132 |
| 2016-06-01 | 286.129228329292 |
| 2016-07-01 | 286.857894499034 |
| 2016-08-01 | 286.618009802913 |
| 2016-09-01 | 288.026313601587 |
| 2016-10-01 | 286.779314322135 |
| 2016-11-01 | 286.754566022110 |
| 2016-12-01 | 286.816440714239 |
| 2017-01-01 | 286.823290030156 |
| 2017-02-01 | 286.371052082579 |
| 2017-03-01 | 287.025359122395 |
| 2017-04-01 | 287.567595816652 |
| 2017-05-01 | 289.278760410909 |
| 2017-06-01 | 286.699330086711 |
| 2017-07-01 | 286.356597435035 |
| 2017-08-01 | 286.136121631870 |
| 2017-09-01 | 287.422965493048 |
| 2017-10-01 | 286.933589986527 |
| 2017-11-01 | 286.308126575373 |
| 2017-12-01 | 286.650764898392 |
| 2018-01-01 | 285.941358818138 |
| 2018-02-01 | 286.738255687767 |
| 2018-03-01 | 287.915810233637 |
| 2018-04-01 | 285.739786393062 |
| 2018-05-01 | 283.271454894239 |
| 2018-06-01 | 285.637490875937 |
| 2018-07-01 | 285.422815691241 |
| 2018-08-01 | 286.130206985934 |
| 2018-09-01 | 285.026826954522 |
| 2018-10-01 | 285.368055922187 |
| 2018-11-01 | 284.964486233124 |
| 2018-12-01 | 285.187377269930 |
| 2019-01-01 | 285.449498344031 |
| 2019-02-01 | 284.988319031595 |
| 2019-03-01 | 286.010085185845 |
| 2019-04-01 | 285.700502315860 |
| 2019-05-01 | 284.084037401973 |
| 2019-06-01 | 285.673937685990 |
| 2019-07-01 | 285.316403180180 |
| 2019-08-01 | 285.438880383640 |
| 2019-09-01 | 284.290719018106 |
| 2019-10-01 | 283.255613427487 |
| 2019-11-01 | 285.824840458442 |
| 2019-12-01 | 286.665070283005 |
| 2020-01-01 | 287.607431350920 |
| 2020-02-01 | 287.205606213685 |
| 2020-03-01 | 285.764292459665 |
| 2020-04-01 | 242.568974510251 |
| 2020-05-01 | 248.204740908407 |
| 2020-06-01 | 261.538756684367 |
| 2020-07-01 | 263.401010468633 |
| 2020-08-01 | 265.105364998702 |
| 2020-09-01 | 266.516302533354 |
| 2020-10-01 | 268.803217987392 |
| 2020-11-01 | 267.900456656369 |
| 2020-12-01 | 267.261240177477 |
| 2021-01-01 | 268.215969050630 |
| 2021-02-01 | 269.178920754403 |
| 2021-03-01 | 270.359256289138 |
| 2021-04-01 | 271.074008595264 |
| 2021-05-01 | 272.709883561401 |
| 2021-06-01 | 273.701894478243 |
| 2021-07-01 | 274.466549381287 |
| 2021-08-01 | 273.988731400926 |
| 2021-09-01 | 270.333590585831 |
| 2021-10-01 | 274.910296045677 |
| 2021-11-01 | 275.802732547948 |
| 2021-12-01 | 275.976155429984 |
| 2022-01-01 | 276.017605538452 |
| 2022-02-01 | 274.905241281441 |
| 2022-03-01 | 276.502753988333 |
| 2022-04-01 | 280.386425497471 |
| 2022-05-01 | 280.917039165417 |
| 2022-06-01 | 281.518543975185 |
| 2022-07-01 | 282.612285818351 |
| 2022-08-01 | 283.532108651484 |
| 2022-09-01 | 283.494921084698 |
| 2022-10-01 | 285.453167931197 |
| 2022-11-01 | 285.741474629123 |
| 2022-12-01 | 286.534133896814 |
| 2023-01-01 | 287.311627620574 |
| 2023-02-01 | 287.633522166062 |
| 2023-03-01 | 287.030000146936 |
| 2023-04-01 | 286.531782778574 |
| 2023-05-01 | 286.776911574561 |
| 2023-06-01 | 286.217756382886 |
| 2023-07-01 | 285.691890685838 |
| 2023-08-01 | 283.747015865614 |
| 2023-09-01 | 286.270623864646 |
| 2023-10-01 | 285.650528283459 |
| 2023-11-01 | 285.712536860405 |
| 2023-12-01 | 286.062299453852 |
| 2024-01-01 | 286.359688718519 |
| 2024-02-01 | 286.286741014173 |
| 2024-03-01 | 287.037257881627 |
| 2024-04-01 | 286.801230232081 |
| 2024-05-01 | 286.551458251786 |
| 2024-06-01 | 287.293552109554 |
| 2024-07-01 | 286.856464685602 |
| 2024-08-01 | 286.769824733424 |
| 2024-09-01 | 286.917898258447 |
| 2024-10-01 | 286.925972332270 |
| 2024-11-01 | 287.228149929049 |
| 2024-12-01 | 287.628261708550 |
| 2025-01-01 | 287.497873317970 |
| 2025-02-01 | 287.545698742117 |
| 2025-03-01 | 286.897214712460 |
| 2025-04-01 | 286.962064282422 |
| 2025-05-01 | 285.770371037468 |
| 2025-06-01 | 286.175391128919 |
| 2025-07-01 | 286.382118515635 |
| 2025-08-01 | 287.054690197142 |
| 2025-09-01 | 285.004107019663 |
| 2025-10-01 | 284.427454597535 |
| 2025-11-01 | 283.592676501002 |
| 2025-12-01 | 283.282271846101 |
| 2026-01-01 | 284.807649173048 |
| 2026-02-01 | 283.001188990991 |
| 2026-03-01 | 283.778584032757 |
| 2026-04-01 | 283.605544111287 |
| 2026-05-01 | 283.143425791573 |