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 2026-06-01 |
| Last Updated | 2026-07-22 10:02 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 | 219.767540675957 |
| 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 | 243.188395924239 |
| 1996-06-01 | 242.266159842383 |
| 1996-07-01 | 242.776210504281 |
| 1996-08-01 | 244.697645215416 |
| 1996-09-01 | 245.127166845184 |
| 1996-10-01 | 246.326579880387 |
| 1996-11-01 | 246.878170027423 |
| 1996-12-01 | 246.126071971593 |
| 1997-01-01 | 244.337902631451 |
| 1997-02-01 | 246.415429508132 |
| 1997-03-01 | 246.209254574073 |
| 1997-04-01 | 246.115504581130 |
| 1997-05-01 | 246.766810518044 |
| 1997-06-01 | 247.899047358404 |
| 1997-07-01 | 248.397399604854 |
| 1997-08-01 | 248.163511493366 |
| 1997-09-01 | 248.127768246713 |
| 1997-10-01 | 247.416824033428 |
| 1997-11-01 | 247.188631117620 |
| 1997-12-01 | 248.212652477481 |
| 1998-01-01 | 248.458190268685 |
| 1998-02-01 | 248.067222920592 |
| 1998-03-01 | 248.230856334345 |
| 1998-04-01 | 249.186971545136 |
| 1998-05-01 | 248.813345093294 |
| 1998-06-01 | 248.596909524114 |
| 1998-07-01 | 247.960015014753 |
| 1998-08-01 | 247.962826387680 |
| 1998-09-01 | 247.505903379440 |
| 1998-10-01 | 249.653157509687 |
| 1998-11-01 | 249.594058309282 |
| 1998-12-01 | 251.535236201626 |
| 1999-01-01 | 248.024728925109 |
| 1999-02-01 | 251.197517234586 |
| 1999-03-01 | 251.963113681813 |
| 1999-04-01 | 254.349381056836 |
| 1999-05-01 | 253.898310976107 |
| 1999-06-01 | 254.017831629254 |
| 1999-07-01 | 254.925563007437 |
| 1999-08-01 | 254.586667444326 |
| 1999-09-01 | 255.266218074814 |
| 1999-10-01 | 255.418583598899 |
| 1999-11-01 | 256.531994889257 |
| 1999-12-01 | 257.713685579392 |
| 2000-01-01 | 254.391293273972 |
| 2000-02-01 | 256.515856318826 |
| 2000-03-01 | 257.090636270543 |
| 2000-04-01 | 256.925341517540 |
| 2000-05-01 | 257.424779590049 |
| 2000-06-01 | 257.141483696661 |
| 2000-07-01 | 257.001209629010 |
| 2000-08-01 | 256.662206878007 |
| 2000-09-01 | 256.217591459190 |
| 2000-10-01 | 256.593973571009 |
| 2000-11-01 | 256.662149924302 |
| 2000-12-01 | 256.231729909575 |
| 2001-01-01 | 257.369703373668 |
| 2001-02-01 | 258.013273271706 |
| 2001-03-01 | 258.115916325565 |
| 2001-04-01 | 258.337783303208 |
| 2001-05-01 | 257.354111271304 |
| 2001-06-01 | 260.842217389045 |
| 2001-07-01 | 258.463483933895 |
| 2001-08-01 | 258.853725841620 |
| 2001-09-01 | 258.549273008471 |
| 2001-10-01 | 259.099459901410 |
| 2001-11-01 | 259.951471696116 |
| 2001-12-01 | 259.331208369408 |
| 2002-01-01 | 258.615205700942 |
| 2002-02-01 | 258.470231562153 |
| 2002-03-01 | 258.930826148504 |
| 2002-04-01 | 257.038239946624 |
| 2002-05-01 | 254.855919953888 |
| 2002-06-01 | 258.992120366948 |
| 2002-07-01 | 257.857934720022 |
| 2002-08-01 | 257.863231939409 |
| 2002-09-01 | 258.819644958934 |
| 2002-10-01 | 258.761738547366 |
| 2002-11-01 | 257.656643618390 |
| 2002-12-01 | 257.546475092725 |
| 2003-01-01 | 259.985124543452 |
| 2003-02-01 | 259.677292649071 |
| 2003-03-01 | 259.888171653432 |
| 2003-04-01 | 261.592639400468 |
| 2003-05-01 | 261.783150150686 |
| 2003-06-01 | 262.408171046610 |
| 2003-07-01 | 262.882516964547 |
| 2003-08-01 | 263.761933736600 |
| 2003-09-01 | 263.952041793311 |
| 2003-10-01 | 263.715503397759 |
| 2003-11-01 | 264.191734468416 |
| 2003-12-01 | 265.125079158691 |
| 2004-01-01 | 264.393056184444 |
| 2004-02-01 | 265.182023360098 |
| 2004-03-01 | 265.917555781717 |
| 2004-04-01 | 266.372091744635 |
| 2004-05-01 | 265.412210407444 |
| 2004-06-01 | 267.203290645865 |
| 2004-07-01 | 267.322410832885 |
| 2004-08-01 | 266.924120581757 |
| 2004-09-01 | 267.558571256567 |
| 2004-10-01 | 268.681414052944 |
| 2004-11-01 | 269.360620950525 |
| 2004-12-01 | 269.826484516369 |
| 2005-01-01 | 271.289689641556 |
| 2005-02-01 | 271.873700969096 |
| 2005-03-01 | 272.361129600477 |
| 2005-04-01 | 273.175648983658 |
| 2005-05-01 | 273.261165801663 |
| 2005-06-01 | 272.249328694655 |
| 2005-07-01 | 273.194642094575 |
| 2005-08-01 | 273.615966979651 |
| 2005-09-01 | 273.910370554441 |
| 2005-10-01 | 274.543838679878 |
| 2005-11-01 | 274.401756724074 |
| 2005-12-01 | 274.579725398529 |
| 2006-01-01 | 273.986092538323 |
| 2006-02-01 | 274.119657076753 |
| 2006-03-01 | 274.092725137257 |
| 2006-04-01 | 274.402221720298 |
| 2006-05-01 | 275.206769075815 |
| 2006-06-01 | 274.942027351037 |
| 2006-07-01 | 275.714766195439 |
| 2006-08-01 | 276.084393047687 |
| 2006-09-01 | 276.225579244188 |
| 2006-10-01 | 275.236939152965 |
| 2006-11-01 | 275.854433808015 |
| 2006-12-01 | 275.277675778478 |
| 2007-01-01 | 275.767737447179 |
| 2007-02-01 | 276.263426160738 |
| 2007-03-01 | 276.297145617349 |
| 2007-04-01 | 277.067005937604 |
| 2007-05-01 | 278.189462916554 |
| 2007-06-01 | 280.226606581025 |
| 2007-07-01 | 280.050903053143 |
| 2007-08-01 | 280.204777625233 |
| 2007-09-01 | 279.808572039177 |
| 2007-10-01 | 280.216852689429 |
| 2007-11-01 | 280.785965312778 |
| 2007-12-01 | 281.783637162617 |
| 2008-01-01 | 282.441398132847 |
| 2008-02-01 | 283.425583511673 |
| 2008-03-01 | 282.366434228308 |
| 2008-04-01 | 281.914859462178 |
| 2008-05-01 | 281.999358859665 |
| 2008-06-01 | 281.471245903246 |
| 2008-07-01 | 281.415662877900 |
| 2008-08-01 | 281.695759155416 |
| 2008-09-01 | 280.569474306166 |
| 2008-10-01 | 279.323727678886 |
| 2008-11-01 | 278.133090202734 |
| 2008-12-01 | 277.747867435465 |
| 2009-01-01 | 275.469587603920 |
| 2009-02-01 | 273.627773151140 |
| 2009-03-01 | 272.768109960648 |
| 2009-04-01 | 269.668105285831 |
| 2009-05-01 | 269.381777269207 |
| 2009-06-01 | 268.231730219230 |
| 2009-07-01 | 266.916127924653 |
| 2009-08-01 | 266.552863005836 |
| 2009-09-01 | 266.255727533702 |
| 2009-10-01 | 266.014716633984 |
| 2009-11-01 | 265.801386461807 |
| 2009-12-01 | 265.205487131983 |
| 2010-01-01 | 266.079236822123 |
| 2010-02-01 | 265.891421230432 |
| 2010-03-01 | 266.411694050524 |
| 2010-04-01 | 266.897251226191 |
| 2010-05-01 | 267.132419391645 |
| 2010-06-01 | 267.791627589208 |
| 2010-07-01 | 267.402101932650 |
| 2010-08-01 | 268.024699481836 |
| 2010-09-01 | 267.442504147099 |
| 2010-10-01 | 269.505489542873 |
| 2010-11-01 | 269.269641741370 |
| 2010-12-01 | 269.350550236176 |
| 2011-01-01 | 269.065632212420 |
| 2011-02-01 | 268.694958289016 |
| 2011-03-01 | 269.004547777675 |
| 2011-04-01 | 269.252732498881 |
| 2011-05-01 | 269.460705584125 |
| 2011-06-01 | 269.338112845877 |
| 2011-07-01 | 270.580690839443 |
| 2011-08-01 | 269.844799556675 |
| 2011-09-01 | 269.929019936372 |
| 2011-10-01 | 270.547832809656 |
| 2011-11-01 | 270.045517708262 |
| 2011-12-01 | 268.151396891276 |
| 2012-01-01 | 271.527464469787 |
| 2012-02-01 | 272.091683324403 |
| 2012-03-01 | 272.353134333236 |
| 2012-04-01 | 271.808295617288 |
| 2012-05-01 | 272.203610703811 |
| 2012-06-01 | 273.011711181192 |
| 2012-07-01 | 272.416881905398 |
| 2012-08-01 | 273.028990578062 |
| 2012-09-01 | 273.082707711124 |
| 2012-10-01 | 272.462831335811 |
| 2012-11-01 | 273.694347871476 |
| 2012-12-01 | 273.118611847397 |
| 2013-01-01 | 271.608929287042 |
| 2013-02-01 | 273.441292412387 |
| 2013-03-01 | 272.846406515508 |
| 2013-04-01 | 273.740570848921 |
| 2013-05-01 | 274.904133335284 |
| 2013-06-01 | 273.841458816156 |
| 2013-07-01 | 274.343481778608 |
| 2013-08-01 | 274.737294533246 |
| 2013-09-01 | 275.684620250359 |
| 2013-10-01 | 274.079605456181 |
| 2013-11-01 | 275.024276061686 |
| 2013-12-01 | 276.104058827030 |
| 2014-01-01 | 275.730921031371 |
| 2014-02-01 | 276.478517092842 |
| 2014-03-01 | 277.287897714583 |
| 2014-04-01 | 277.756139106623 |
| 2014-05-01 | 278.154804054774 |
| 2014-06-01 | 278.645508257605 |
| 2014-07-01 | 278.718050003166 |
| 2014-08-01 | 279.047038844998 |
| 2014-09-01 | 280.115922467265 |
| 2014-10-01 | 281.319221330731 |
| 2014-11-01 | 282.669889925516 |
| 2014-12-01 | 283.167788043433 |
| 2015-01-01 | 282.666393054308 |
| 2015-02-01 | 283.333823167451 |
| 2015-03-01 | 284.068046942886 |
| 2015-04-01 | 283.020191185613 |
| 2015-05-01 | 283.469868129904 |
| 2015-06-01 | 284.156332514650 |
| 2015-07-01 | 283.963951297961 |
| 2015-08-01 | 283.888925756106 |
| 2015-09-01 | 283.265785695309 |
| 2015-10-01 | 284.745672055013 |
| 2015-11-01 | 284.520453627994 |
| 2015-12-01 | 283.722844196779 |
| 2016-01-01 | 285.447734592678 |
| 2016-02-01 | 285.587143627811 |
| 2016-03-01 | 285.146466215175 |
| 2016-04-01 | 286.956343647102 |
| 2016-05-01 | 288.351203768466 |
| 2016-06-01 | 286.128279683816 |
| 2016-07-01 | 286.856432640855 |
| 2016-08-01 | 286.616154722798 |
| 2016-09-01 | 288.022048274478 |
| 2016-10-01 | 286.777314187078 |
| 2016-11-01 | 286.752570572691 |
| 2016-12-01 | 286.815356074988 |
| 2017-01-01 | 286.823309306960 |
| 2017-02-01 | 286.371703151784 |
| 2017-03-01 | 287.027674594134 |
| 2017-04-01 | 287.569118232101 |
| 2017-05-01 | 289.296604194684 |
| 2017-06-01 | 286.694439720043 |
| 2017-07-01 | 286.352195000960 |
| 2017-08-01 | 286.132102412973 |
| 2017-09-01 | 287.417236895714 |
| 2017-10-01 | 286.929936228186 |
| 2017-11-01 | 286.305309672887 |
| 2017-12-01 | 286.649384316308 |
| 2018-01-01 | 285.942508573416 |
| 2018-02-01 | 286.740550834991 |
| 2018-03-01 | 287.920749318977 |
| 2018-04-01 | 285.743836848636 |
| 2018-05-01 | 283.295139546009 |
| 2018-06-01 | 285.628803626217 |
| 2018-07-01 | 285.415227602256 |
| 2018-08-01 | 286.123574272599 |
| 2018-09-01 | 285.019944761320 |
| 2018-10-01 | 285.362251547193 |
| 2018-11-01 | 284.960401971092 |
| 2018-12-01 | 285.185161927355 |
| 2019-01-01 | 285.450741606410 |
| 2019-02-01 | 284.992959308489 |
| 2019-03-01 | 286.018676132309 |
| 2019-04-01 | 285.713122821524 |
| 2019-05-01 | 284.108903507190 |
| 2019-06-01 | 285.660566005368 |
| 2019-07-01 | 285.305194801621 |
| 2019-08-01 | 285.429519688525 |
| 2019-09-01 | 284.282779695875 |
| 2019-10-01 | 283.247997754712 |
| 2019-11-01 | 285.820103980438 |
| 2019-12-01 | 286.662456231470 |
| 2020-01-01 | 287.608401676842 |
| 2020-02-01 | 287.212459939444 |
| 2020-03-01 | 285.775938935354 |
| 2020-04-01 | 242.590101062565 |
| 2020-05-01 | 248.226973337030 |
| 2020-06-01 | 261.526182294534 |
| 2020-07-01 | 263.390260598997 |
| 2020-08-01 | 265.089129194082 |
| 2020-09-01 | 266.502103005818 |
| 2020-10-01 | 268.794073778581 |
| 2020-11-01 | 267.894246277982 |
| 2020-12-01 | 267.258285782476 |
| 2021-01-01 | 268.218482599988 |
| 2021-02-01 | 269.191547675234 |
| 2021-03-01 | 270.378147895964 |
| 2021-04-01 | 271.107153180346 |
| 2021-05-01 | 272.729625757171 |
| 2021-06-01 | 273.688941195594 |
| 2021-07-01 | 274.452365247134 |
| 2021-08-01 | 273.959926555450 |
| 2021-09-01 | 270.306321926662 |
| 2021-10-01 | 274.895269245468 |
| 2021-11-01 | 275.793622207104 |
| 2021-12-01 | 275.975752328650 |
| 2022-01-01 | 276.029340508106 |
| 2022-02-01 | 274.932311585893 |
| 2022-03-01 | 276.535367552358 |
| 2022-04-01 | 280.428045741566 |
| 2022-05-01 | 280.953926140838 |
| 2022-06-01 | 281.499076772105 |
| 2022-07-01 | 282.582246811487 |
| 2022-08-01 | 283.481814071200 |
| 2022-09-01 | 283.441256432168 |
| 2022-10-01 | 285.421123776458 |
| 2022-11-01 | 285.720462658419 |
| 2022-12-01 | 286.533201773409 |
| 2023-01-01 | 287.339364835218 |
| 2023-02-01 | 287.690392594404 |
| 2023-03-01 | 287.109980575890 |
| 2023-04-01 | 286.641662216238 |
| 2023-05-01 | 286.847395476967 |
| 2023-06-01 | 286.114930924217 |
| 2023-07-01 | 285.610812343867 |
| 2023-08-01 | 283.659341556246 |
| 2023-09-01 | 286.188866722296 |
| 2023-10-01 | 285.601293919143 |
| 2023-11-01 | 285.685609036862 |
| 2023-12-01 | 286.070312638712 |
| 2024-01-01 | 286.412483475172 |
| 2024-02-01 | 286.382546163488 |
| 2024-03-01 | 287.176370038549 |
| 2024-04-01 | 286.991146048163 |
| 2024-05-01 | 286.690067579065 |
| 2024-06-01 | 287.057581178112 |
| 2024-07-01 | 286.714486520669 |
| 2024-08-01 | 286.639258196300 |
| 2024-09-01 | 286.805811608153 |
| 2024-10-01 | 286.860001154221 |
| 2024-11-01 | 287.196844801482 |
| 2024-12-01 | 287.646394843093 |
| 2025-01-01 | 287.575808560647 |
| 2025-02-01 | 287.681654574584 |
| 2025-03-01 | 287.103468321388 |
| 2025-04-01 | 287.250903108684 |
| 2025-05-01 | 285.976307033858 |
| 2025-06-01 | 285.774534863870 |
| 2025-07-01 | 286.176971973409 |
| 2025-08-01 | 286.884589446080 |
| 2025-09-01 | 284.872481645229 |
| 2025-10-01 | 284.352166776111 |
| 2025-11-01 | 283.565825718422 |
| 2025-12-01 | 283.315153877285 |
| 2026-01-01 | 284.905874169098 |
| 2026-02-01 | 283.165234980451 |
| 2026-03-01 | 284.025735733928 |
| 2026-04-01 | 283.947293756221 |
| 2026-05-01 | 283.212831959499 |
| 2026-06-01 | 285.852028264608 |