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 2025-11-01 |
| Last Updated | 2026-01-07 10:59 PM CST |
| 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 | 241.658829324802 |
| 1996-05-01 | 243.188395924239 |
| 1996-06-01 | 242.266159842383 |
| 1996-07-01 | 242.776210504281 |
| 1996-08-01 | 244.697645215416 |
| 1996-09-01 | 245.127166845185 |
| 1996-10-01 | 246.326579880387 |
| 1996-11-01 | 246.878170027423 |
| 1996-12-01 | 246.126071971594 |
| 1997-01-01 | 244.337902631452 |
| 1997-02-01 | 246.415429508132 |
| 1997-03-01 | 246.209254574072 |
| 1997-04-01 | 246.115504581128 |
| 1997-05-01 | 246.766810518041 |
| 1997-06-01 | 247.899047358402 |
| 1997-07-01 | 248.397399604855 |
| 1997-08-01 | 248.163511493368 |
| 1997-09-01 | 248.127768246717 |
| 1997-10-01 | 247.416824033431 |
| 1997-11-01 | 247.188631117623 |
| 1997-12-01 | 248.212652477482 |
| 1998-01-01 | 248.458190268685 |
| 1998-02-01 | 248.067222920590 |
| 1998-03-01 | 248.230856334340 |
| 1998-04-01 | 249.186971545129 |
| 1998-05-01 | 248.813345093282 |
| 1998-06-01 | 248.596909524111 |
| 1998-07-01 | 247.960015014753 |
| 1998-08-01 | 247.962826387685 |
| 1998-09-01 | 247.505903379449 |
| 1998-10-01 | 249.653157509696 |
| 1998-11-01 | 249.594058309297 |
| 1998-12-01 | 251.535236201643 |
| 1999-01-01 | 248.024728925125 |
| 1999-02-01 | 251.197517234592 |
| 1999-03-01 | 251.963113681798 |
| 1999-04-01 | 254.349381056806 |
| 1999-05-01 | 253.898310976040 |
| 1999-06-01 | 254.017831629205 |
| 1999-07-01 | 254.925563007417 |
| 1999-08-01 | 254.586667444326 |
| 1999-09-01 | 255.266218074942 |
| 1999-10-01 | 255.418583598940 |
| 1999-11-01 | 256.531994889354 |
| 1999-12-01 | 257.713685579352 |
| 2000-01-01 | 254.391293273979 |
| 2000-02-01 | 256.515856318845 |
| 2000-03-01 | 257.090636270500 |
| 2000-04-01 | 256.925341517459 |
| 2000-05-01 | 257.424779589903 |
| 2000-06-01 | 257.141483696560 |
| 2000-07-01 | 257.001209628984 |
| 2000-08-01 | 256.662206878029 |
| 2000-09-01 | 256.217591459456 |
| 2000-10-01 | 256.593973571070 |
| 2000-11-01 | 256.662149924475 |
| 2000-12-01 | 256.231729909480 |
| 2001-01-01 | 257.369703373673 |
| 2001-02-01 | 258.013273271822 |
| 2001-03-01 | 258.115916325712 |
| 2001-04-01 | 258.337783303433 |
| 2001-05-01 | 257.354111269863 |
| 2001-06-01 | 260.842217389288 |
| 2001-07-01 | 258.463483934084 |
| 2001-08-01 | 258.853725841632 |
| 2001-09-01 | 258.549273008703 |
| 2001-10-01 | 259.099459901486 |
| 2001-11-01 | 259.951471696794 |
| 2001-12-01 | 259.331208370186 |
| 2002-01-01 | 258.615205702391 |
| 2002-02-01 | 258.470231563262 |
| 2002-03-01 | 258.930826147403 |
| 2002-04-01 | 257.038239942587 |
| 2002-05-01 | 254.855919944638 |
| 2002-06-01 | 258.992120364106 |
| 2002-07-01 | 257.857934718895 |
| 2002-08-01 | 257.863231946956 |
| 2002-09-01 | 258.819644973454 |
| 2002-10-01 | 258.761738561117 |
| 2002-11-01 | 257.656643624573 |
| 2002-12-01 | 257.546475087368 |
| 2003-01-01 | 259.985124530154 |
| 2003-02-01 | 259.677292635842 |
| 2003-03-01 | 259.888171643160 |
| 2003-04-01 | 261.592639391813 |
| 2003-05-01 | 261.783150137166 |
| 2003-06-01 | 262.408171045322 |
| 2003-07-01 | 262.882516965846 |
| 2003-08-01 | 263.761933761048 |
| 2003-09-01 | 263.952041837510 |
| 2003-10-01 | 263.715503441521 |
| 2003-11-01 | 264.191734485275 |
| 2003-12-01 | 265.125079133294 |
| 2004-01-01 | 264.393056127530 |
| 2004-02-01 | 265.182023307093 |
| 2004-03-01 | 265.917555754974 |
| 2004-04-01 | 266.372091751056 |
| 2004-05-01 | 265.412210428590 |
| 2004-06-01 | 267.203290679517 |
| 2004-07-01 | 267.322410746187 |
| 2004-08-01 | 266.924120640830 |
| 2004-09-01 | 267.558571349069 |
| 2004-10-01 | 268.681414119848 |
| 2004-11-01 | 269.360620990593 |
| 2004-12-01 | 269.826484548695 |
| 2005-01-01 | 271.289689706377 |
| 2005-02-01 | 271.873699713746 |
| 2005-03-01 | 272.361130005035 |
| 2005-04-01 | 273.175649511797 |
| 2005-05-01 | 273.261166316622 |
| 2005-06-01 | 272.249329095328 |
| 2005-07-01 | 273.194642122278 |
| 2005-08-01 | 273.615965819382 |
| 2005-09-01 | 273.910370737399 |
| 2005-10-01 | 274.543838864353 |
| 2005-11-01 | 274.401756919370 |
| 2005-12-01 | 274.579725076718 |
| 2006-01-01 | 273.986092630020 |
| 2006-02-01 | 274.119654299212 |
| 2006-03-01 | 274.092725773521 |
| 2006-04-01 | 274.402222829284 |
| 2006-05-01 | 275.206770749067 |
| 2006-06-01 | 274.942029005719 |
| 2006-07-01 | 275.714767111621 |
| 2006-08-01 | 276.084391045981 |
| 2006-09-01 | 276.225579398339 |
| 2006-10-01 | 275.236938940256 |
| 2006-11-01 | 275.854433443491 |
| 2006-12-01 | 275.277674363678 |
| 2007-01-01 | 275.767736611990 |
| 2007-02-01 | 276.263420631947 |
| 2007-03-01 | 276.297145876825 |
| 2007-04-01 | 277.067008181261 |
| 2007-05-01 | 278.189467250809 |
| 2007-06-01 | 280.226612393545 |
| 2007-07-01 | 280.050909006952 |
| 2007-08-01 | 280.204779186166 |
| 2007-09-01 | 279.808549804714 |
| 2007-10-01 | 280.216858553694 |
| 2007-11-01 | 280.785966792229 |
| 2007-12-01 | 281.783637984200 |
| 2008-01-01 | 282.441399329383 |
| 2008-02-01 | 283.425578401889 |
| 2008-03-01 | 282.366435217981 |
| 2008-04-01 | 281.914860647952 |
| 2008-05-01 | 281.999358240635 |
| 2008-06-01 | 281.471242337432 |
| 2008-07-01 | 281.415707117181 |
| 2008-08-01 | 281.695748591237 |
| 2008-09-01 | 280.569417392109 |
| 2008-10-01 | 279.323734658199 |
| 2008-11-01 | 278.133097948470 |
| 2008-12-01 | 277.747867590896 |
| 2009-01-01 | 275.469606079011 |
| 2009-02-01 | 273.627781155111 |
| 2009-03-01 | 272.768119805753 |
| 2009-04-01 | 269.668107662165 |
| 2009-05-01 | 269.381768201947 |
| 2009-06-01 | 268.231707511313 |
| 2009-07-01 | 266.916197238501 |
| 2009-08-01 | 266.552826401685 |
| 2009-09-01 | 266.255622941655 |
| 2009-10-01 | 266.014713988059 |
| 2009-11-01 | 265.801403202870 |
| 2009-12-01 | 265.205504012670 |
| 2010-01-01 | 266.079263282387 |
| 2010-02-01 | 265.891478736833 |
| 2010-03-01 | 266.411783015923 |
| 2010-04-01 | 266.897355961013 |
| 2010-05-01 | 267.132093355403 |
| 2010-06-01 | 267.791708339281 |
| 2010-07-01 | 267.402320087774 |
| 2010-08-01 | 268.024750003840 |
| 2010-09-01 | 267.441770948253 |
| 2010-10-01 | 269.505770222957 |
| 2010-11-01 | 269.269693006252 |
| 2010-12-01 | 269.350582114328 |
| 2011-01-01 | 269.065665664405 |
| 2011-02-01 | 268.695083518493 |
| 2011-03-01 | 269.004746185962 |
| 2011-04-01 | 269.252984186575 |
| 2011-05-01 | 269.460116354938 |
| 2011-06-01 | 269.338327371947 |
| 2011-07-01 | 270.580997311486 |
| 2011-08-01 | 269.844887858517 |
| 2011-09-01 | 269.927586021102 |
| 2011-10-01 | 270.548327490245 |
| 2011-11-01 | 270.045562797821 |
| 2011-12-01 | 268.151456366324 |
| 2012-01-01 | 271.527531473501 |
| 2012-02-01 | 272.091909586405 |
| 2012-03-01 | 272.353500915443 |
| 2012-04-01 | 271.808780900383 |
| 2012-05-01 | 272.202853293970 |
| 2012-06-01 | 273.012171632963 |
| 2012-07-01 | 272.417395489970 |
| 2012-08-01 | 273.029217513847 |
| 2012-09-01 | 273.079782522197 |
| 2012-10-01 | 272.463559581324 |
| 2012-11-01 | 273.694417233028 |
| 2012-12-01 | 273.118329064380 |
| 2013-01-01 | 271.609219718794 |
| 2013-02-01 | 273.441820119895 |
| 2013-03-01 | 272.847154310978 |
| 2013-04-01 | 273.741484556802 |
| 2013-05-01 | 274.903602225317 |
| 2013-06-01 | 273.842300010442 |
| 2013-07-01 | 274.344314271304 |
| 2013-08-01 | 274.737868405883 |
| 2013-09-01 | 275.678398483841 |
| 2013-10-01 | 274.080415358056 |
| 2013-11-01 | 275.024416819591 |
| 2013-12-01 | 276.103564356665 |
| 2014-01-01 | 275.731685095010 |
| 2014-02-01 | 276.479821927198 |
| 2014-03-01 | 277.289626306605 |
| 2014-04-01 | 277.758063505412 |
| 2014-05-01 | 278.153328238713 |
| 2014-06-01 | 278.647009879526 |
| 2014-07-01 | 278.719320611578 |
| 2014-08-01 | 279.048043020154 |
| 2014-09-01 | 280.106297901827 |
| 2014-10-01 | 281.319845722713 |
| 2014-11-01 | 282.669733392699 |
| 2014-12-01 | 283.166297794125 |
| 2015-01-01 | 282.666345936775 |
| 2015-02-01 | 283.334008607313 |
| 2015-03-01 | 284.079131157881 |
| 2015-04-01 | 283.020724317537 |
| 2015-05-01 | 283.467783792502 |
| 2015-06-01 | 284.156945213820 |
| 2015-07-01 | 283.964606533783 |
| 2015-08-01 | 283.889580907512 |
| 2015-09-01 | 283.253916154377 |
| 2015-10-01 | 284.745746465289 |
| 2015-11-01 | 284.519933298814 |
| 2015-12-01 | 283.720882922488 |
| 2016-01-01 | 285.447054889089 |
| 2016-02-01 | 285.586554284662 |
| 2016-03-01 | 285.167347894053 |
| 2016-04-01 | 286.955864205033 |
| 2016-05-01 | 288.346643032308 |
| 2016-06-01 | 286.127872077692 |
| 2016-07-01 | 286.856120405688 |
| 2016-08-01 | 286.615899164791 |
| 2016-09-01 | 288.010053745359 |
| 2016-10-01 | 286.776930687470 |
| 2016-11-01 | 286.751745083182 |
| 2016-12-01 | 286.813205228174 |
| 2017-01-01 | 286.820593057520 |
| 2017-02-01 | 286.370977526354 |
| 2017-03-01 | 287.059133199919 |
| 2017-04-01 | 287.566094259111 |
| 2017-05-01 | 289.291496426527 |
| 2017-06-01 | 286.691407800200 |
| 2017-07-01 | 286.349822416286 |
| 2017-08-01 | 286.130181120577 |
| 2017-09-01 | 287.405693780282 |
| 2017-10-01 | 286.930733738570 |
| 2017-11-01 | 286.304454194510 |
| 2017-12-01 | 286.648326686137 |
| 2018-01-01 | 285.939137772984 |
| 2018-02-01 | 286.741677065327 |
| 2018-03-01 | 287.954254974119 |
| 2018-04-01 | 285.740213111130 |
| 2018-05-01 | 283.288675227572 |
| 2018-06-01 | 285.623879936584 |
| 2018-07-01 | 285.411046458589 |
| 2018-08-01 | 286.120051312899 |
| 2018-09-01 | 285.012537256588 |
| 2018-10-01 | 285.364067322518 |
| 2018-11-01 | 284.959143624197 |
| 2018-12-01 | 285.184117452506 |
| 2019-01-01 | 285.444974927441 |
| 2019-02-01 | 284.998589458959 |
| 2019-03-01 | 286.061189545845 |
| 2019-04-01 | 285.697132635996 |
| 2019-05-01 | 284.102887346760 |
| 2019-06-01 | 285.651662605362 |
| 2019-07-01 | 285.297104421475 |
| 2019-08-01 | 285.422863342835 |
| 2019-09-01 | 284.279957567811 |
| 2019-10-01 | 283.253029548673 |
| 2019-11-01 | 285.822826778736 |
| 2019-12-01 | 286.667288023123 |
| 2020-01-01 | 287.607861628518 |
| 2020-02-01 | 287.226525724292 |
| 2020-03-01 | 285.817278054846 |
| 2020-04-01 | 242.560402296391 |
| 2020-05-01 | 248.212678406402 |
| 2020-06-01 | 261.507035914476 |
| 2020-07-01 | 263.372974611010 |
| 2020-08-01 | 265.071996033258 |
| 2020-09-01 | 266.507665498287 |
| 2020-10-01 | 268.811245248465 |
| 2020-11-01 | 267.915366940143 |
| 2020-12-01 | 267.282394304301 |
| 2021-01-01 | 268.231728844547 |
| 2021-02-01 | 269.212776518534 |
| 2021-03-01 | 270.415309921418 |
| 2021-04-01 | 271.047104351924 |
| 2021-05-01 | 272.697979313885 |
| 2021-06-01 | 273.649388298749 |
| 2021-07-01 | 274.411972388840 |
| 2021-08-01 | 273.909601323848 |
| 2021-09-01 | 270.324507362504 |
| 2021-10-01 | 274.938260892347 |
| 2021-11-01 | 275.861386841378 |
| 2021-12-01 | 276.058053060415 |
| 2022-01-01 | 276.081894919414 |
| 2022-02-01 | 274.960662100134 |
| 2022-03-01 | 276.546589187455 |
| 2022-04-01 | 280.337452104411 |
| 2022-05-01 | 280.846722666930 |
| 2022-06-01 | 281.410517582061 |
| 2022-07-01 | 282.498844802873 |
| 2022-08-01 | 283.392160319904 |
| 2022-09-01 | 283.511853124049 |
| 2022-10-01 | 285.533940940253 |
| 2022-11-01 | 285.879260140063 |
| 2022-12-01 | 286.656106839665 |
| 2023-01-01 | 287.465570857562 |
| 2023-02-01 | 287.671434991344 |
| 2023-03-01 | 287.105575762323 |
| 2023-04-01 | 286.454911110669 |
| 2023-05-01 | 286.656947280321 |
| 2023-06-01 | 285.983880385175 |
| 2023-07-01 | 285.494446650658 |
| 2023-08-01 | 283.541689449250 |
| 2023-09-01 | 286.330857073437 |
| 2023-10-01 | 285.804851543850 |
| 2023-11-01 | 285.965400470550 |
| 2023-12-01 | 286.212400074781 |
| 2024-01-01 | 286.617767269564 |
| 2024-02-01 | 286.266074245319 |
| 2024-03-01 | 287.135062481629 |
| 2024-04-01 | 286.524781594138 |
| 2024-05-01 | 285.899162536409 |
| 2024-06-01 | 286.213962934534 |
| 2024-07-01 | 285.773367130360 |
| 2024-08-01 | 285.709750864924 |
| 2024-09-01 | 285.628376417266 |
| 2024-10-01 | 285.562116404474 |
| 2024-11-01 | 284.497045437884 |
| 2024-12-01 | 285.766949843644 |
| 2025-01-01 | 286.248379901284 |
| 2025-02-01 | 286.431440778191 |
| 2025-03-01 | 286.739679455844 |
| 2025-04-01 | 287.105829843084 |
| 2025-05-01 | 284.415318669624 |
| 2025-06-01 | 288.260093252954 |
| 2025-07-01 | 287.630966607050 |
| 2025-08-01 | 288.450677226711 |
| 2025-09-01 | 286.150759154352 |
| 2025-10-01 | 285.722350965674 |
| 2025-11-01 | 285.156867016275 |