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 2026-04-01 |
| Last Updated | 2026-05-26 1:19 PM 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 | 243.188395924240 |
| 1996-06-01 | 242.266159842384 |
| 1996-07-01 | 242.776210504282 |
| 1996-08-01 | 244.697645215416 |
| 1996-09-01 | 245.127166845184 |
| 1996-10-01 | 246.326579880386 |
| 1996-11-01 | 246.878170027421 |
| 1996-12-01 | 246.126071971592 |
| 1997-01-01 | 244.337902631449 |
| 1997-02-01 | 246.415429508132 |
| 1997-03-01 | 246.209254574076 |
| 1997-04-01 | 246.115504581135 |
| 1997-05-01 | 246.766810518049 |
| 1997-06-01 | 247.899047358407 |
| 1997-07-01 | 248.397399604854 |
| 1997-08-01 | 248.163511493362 |
| 1997-09-01 | 248.127768246707 |
| 1997-10-01 | 247.416824033420 |
| 1997-11-01 | 247.188631117613 |
| 1997-12-01 | 248.212652477477 |
| 1998-01-01 | 248.458190268684 |
| 1998-02-01 | 248.067222920596 |
| 1998-03-01 | 248.230856334355 |
| 1998-04-01 | 249.186971545150 |
| 1998-05-01 | 248.813345093318 |
| 1998-06-01 | 248.596909524121 |
| 1998-07-01 | 247.960015014748 |
| 1998-08-01 | 247.962826387663 |
| 1998-09-01 | 247.505903379417 |
| 1998-10-01 | 249.653157509665 |
| 1998-11-01 | 249.594058309268 |
| 1998-12-01 | 251.535236201623 |
| 1999-01-01 | 248.024728925111 |
| 1999-02-01 | 251.197517234591 |
| 1999-03-01 | 251.963113681862 |
| 1999-04-01 | 254.349381056846 |
| 1999-05-01 | 253.898310976173 |
| 1999-06-01 | 254.017831629279 |
| 1999-07-01 | 254.925563007422 |
| 1999-08-01 | 254.586667444301 |
| 1999-09-01 | 255.266218074621 |
| 1999-10-01 | 255.418583598874 |
| 1999-11-01 | 256.531994889172 |
| 1999-12-01 | 257.713685579547 |
| 2000-01-01 | 254.391293274069 |
| 2000-02-01 | 256.515856318865 |
| 2000-03-01 | 257.090636270640 |
| 2000-04-01 | 256.925341517520 |
| 2000-05-01 | 257.424779590098 |
| 2000-06-01 | 257.141483696630 |
| 2000-07-01 | 257.001209628919 |
| 2000-08-01 | 256.662206877929 |
| 2000-09-01 | 256.217591458812 |
| 2000-10-01 | 256.593973570995 |
| 2000-11-01 | 256.662149924189 |
| 2000-12-01 | 256.231729909971 |
| 2001-01-01 | 257.369703373983 |
| 2001-02-01 | 258.013273271958 |
| 2001-03-01 | 258.115916325952 |
| 2001-04-01 | 258.337783303452 |
| 2001-05-01 | 257.354111271280 |
| 2001-06-01 | 260.842217389118 |
| 2001-07-01 | 258.463483933449 |
| 2001-08-01 | 258.853725840402 |
| 2001-09-01 | 258.549273005966 |
| 2001-10-01 | 259.099459899079 |
| 2001-11-01 | 259.951471694149 |
| 2001-12-01 | 259.331208369971 |
| 2002-01-01 | 258.615205704846 |
| 2002-02-01 | 258.470231569123 |
| 2002-03-01 | 258.930826156890 |
| 2002-04-01 | 257.038239953390 |
| 2002-05-01 | 254.855919956070 |
| 2002-06-01 | 258.992120360698 |
| 2002-07-01 | 257.857934711299 |
| 2002-08-01 | 257.863231923717 |
| 2002-09-01 | 258.819644938575 |
| 2002-10-01 | 258.761738529734 |
| 2002-11-01 | 257.656643610210 |
| 2002-12-01 | 257.546475101363 |
| 2003-01-01 | 259.985124573811 |
| 2003-02-01 | 259.677292697047 |
| 2003-03-01 | 259.888171705099 |
| 2003-04-01 | 261.592639435632 |
| 2003-05-01 | 261.783150152547 |
| 2003-06-01 | 262.408171001034 |
| 2003-07-01 | 262.882516893313 |
| 2003-08-01 | 263.761933647586 |
| 2003-09-01 | 263.952041712334 |
| 2003-10-01 | 263.715503354520 |
| 2003-11-01 | 264.191734479530 |
| 2003-12-01 | 265.125079225771 |
| 2004-01-01 | 264.393056307826 |
| 2004-02-01 | 265.182023515005 |
| 2004-03-01 | 265.917555922943 |
| 2004-04-01 | 266.372091840549 |
| 2004-05-01 | 265.412210435905 |
| 2004-06-01 | 267.203290524907 |
| 2004-07-01 | 267.322410289025 |
| 2004-08-01 | 266.924120435082 |
| 2004-09-01 | 267.558571141663 |
| 2004-10-01 | 268.681414057625 |
| 2004-11-01 | 269.360621083524 |
| 2004-12-01 | 269.826484727720 |
| 2005-01-01 | 271.289689853785 |
| 2005-02-01 | 271.873701857877 |
| 2005-03-01 | 272.361129551419 |
| 2005-04-01 | 273.175648762636 |
| 2005-05-01 | 273.261165532908 |
| 2005-06-01 | 272.249328330406 |
| 2005-07-01 | 273.194641112413 |
| 2005-08-01 | 273.615966666749 |
| 2005-09-01 | 273.910370727687 |
| 2005-10-01 | 274.543838962680 |
| 2005-11-01 | 274.401757015687 |
| 2005-12-01 | 274.579727218494 |
| 2006-01-01 | 273.986092478040 |
| 2006-02-01 | 274.119658266120 |
| 2006-03-01 | 274.092724407992 |
| 2006-04-01 | 274.402219917326 |
| 2006-05-01 | 275.206768167412 |
| 2006-06-01 | 274.942026725069 |
| 2006-07-01 | 275.714765151323 |
| 2006-08-01 | 276.084393241344 |
| 2006-09-01 | 276.225580491908 |
| 2006-10-01 | 275.236940341440 |
| 2006-11-01 | 275.854434559216 |
| 2006-12-01 | 275.277679207078 |
| 2007-01-01 | 275.767736950076 |
| 2007-02-01 | 276.263427597484 |
| 2007-03-01 | 276.297143934620 |
| 2007-04-01 | 277.067001955473 |
| 2007-05-01 | 278.189460484410 |
| 2007-06-01 | 280.226603710357 |
| 2007-07-01 | 280.050898740309 |
| 2007-08-01 | 280.204773518482 |
| 2007-09-01 | 279.808589530080 |
| 2007-10-01 | 280.216851332584 |
| 2007-11-01 | 280.785966597309 |
| 2007-12-01 | 281.783645356701 |
| 2008-01-01 | 282.441401108954 |
| 2008-02-01 | 283.425586214629 |
| 2008-03-01 | 282.366429858683 |
| 2008-04-01 | 281.914847764586 |
| 2008-05-01 | 281.999346826762 |
| 2008-06-01 | 281.471233021687 |
| 2008-07-01 | 281.415657798054 |
| 2008-08-01 | 281.695750284619 |
| 2008-09-01 | 280.569511159433 |
| 2008-10-01 | 279.323729470160 |
| 2008-11-01 | 278.133099854401 |
| 2008-12-01 | 277.747888756212 |
| 2009-01-01 | 275.469600233937 |
| 2009-02-01 | 273.627778333238 |
| 2009-03-01 | 272.768097258607 |
| 2009-04-01 | 269.668075140665 |
| 2009-05-01 | 269.381741992697 |
| 2009-06-01 | 268.231696919364 |
| 2009-07-01 | 266.916118587915 |
| 2009-08-01 | 266.552852106855 |
| 2009-09-01 | 266.255789873356 |
| 2009-10-01 | 266.014725240702 |
| 2009-11-01 | 265.801409630533 |
| 2009-12-01 | 265.205529302835 |
| 2010-01-01 | 266.079281257400 |
| 2010-02-01 | 265.891447651561 |
| 2010-03-01 | 266.411708025604 |
| 2010-04-01 | 266.897249960201 |
| 2010-05-01 | 267.132107510100 |
| 2010-06-01 | 267.791616773548 |
| 2010-07-01 | 267.402111759433 |
| 2010-08-01 | 268.024688592090 |
| 2010-09-01 | 267.442663691295 |
| 2010-10-01 | 269.505537572654 |
| 2010-11-01 | 269.269668981675 |
| 2010-12-01 | 269.350607676099 |
| 2011-01-01 | 269.065711599391 |
| 2011-02-01 | 268.695005325935 |
| 2011-03-01 | 269.004577409878 |
| 2011-04-01 | 269.252740524709 |
| 2011-05-01 | 269.460092113372 |
| 2011-06-01 | 269.338104135874 |
| 2011-07-01 | 270.580704540172 |
| 2011-08-01 | 269.844796026519 |
| 2011-09-01 | 269.929296202838 |
| 2011-10-01 | 270.547945840254 |
| 2011-11-01 | 270.045581445691 |
| 2011-12-01 | 268.151501749418 |
| 2012-01-01 | 271.527604758317 |
| 2012-02-01 | 272.091756118847 |
| 2012-03-01 | 272.353155140330 |
| 2012-04-01 | 271.808262309182 |
| 2012-05-01 | 272.202632594239 |
| 2012-06-01 | 273.011652913892 |
| 2012-07-01 | 272.416876648410 |
| 2012-08-01 | 273.029005445650 |
| 2012-09-01 | 273.083136494684 |
| 2012-10-01 | 272.463067451978 |
| 2012-11-01 | 273.694534001913 |
| 2012-12-01 | 273.118736106455 |
| 2013-01-01 | 271.609214143272 |
| 2013-02-01 | 273.441475961568 |
| 2013-03-01 | 272.846473016777 |
| 2013-04-01 | 273.740521789459 |
| 2013-05-01 | 274.902235771026 |
| 2013-06-01 | 273.841337155514 |
| 2013-07-01 | 274.343411548332 |
| 2013-08-01 | 274.737275094128 |
| 2013-09-01 | 275.685659914757 |
| 2013-10-01 | 274.079881109503 |
| 2013-11-01 | 275.024603588145 |
| 2013-12-01 | 276.104283770758 |
| 2014-01-01 | 275.731457935947 |
| 2014-02-01 | 276.478938585209 |
| 2014-03-01 | 277.288166501386 |
| 2014-04-01 | 277.756249178648 |
| 2014-05-01 | 278.150612600435 |
| 2014-06-01 | 278.645480057262 |
| 2014-07-01 | 278.718057265540 |
| 2014-08-01 | 279.047122947241 |
| 2014-09-01 | 280.117721474991 |
| 2014-10-01 | 281.319700798494 |
| 2014-11-01 | 282.670535489948 |
| 2014-12-01 | 283.168267525592 |
| 2015-01-01 | 282.667256204660 |
| 2015-02-01 | 283.334508485610 |
| 2015-03-01 | 284.068458740325 |
| 2015-04-01 | 283.020504607560 |
| 2015-05-01 | 283.461760293597 |
| 2015-06-01 | 284.156637970933 |
| 2015-07-01 | 283.964372442426 |
| 2015-08-01 | 283.889504741576 |
| 2015-09-01 | 283.268626370528 |
| 2015-10-01 | 284.746616115755 |
| 2015-11-01 | 284.521603062058 |
| 2015-12-01 | 283.723738152831 |
| 2016-01-01 | 285.448793750275 |
| 2016-02-01 | 285.587876337757 |
| 2016-03-01 | 285.146855415428 |
| 2016-04-01 | 286.956867765561 |
| 2016-05-01 | 288.337332288155 |
| 2016-06-01 | 286.129410267210 |
| 2016-07-01 | 286.857928519703 |
| 2016-08-01 | 286.617913251273 |
| 2016-09-01 | 288.025923163096 |
| 2016-10-01 | 286.779132394177 |
| 2016-11-01 | 286.754507011727 |
| 2016-12-01 | 286.816743225192 |
| 2017-01-01 | 286.824798108394 |
| 2017-02-01 | 286.372070998125 |
| 2017-03-01 | 287.027167984732 |
| 2017-04-01 | 287.569341838298 |
| 2017-05-01 | 289.273320971694 |
| 2017-06-01 | 286.699407888168 |
| 2017-07-01 | 286.356486229631 |
| 2017-08-01 | 286.135745966952 |
| 2017-09-01 | 287.422167668260 |
| 2017-10-01 | 286.932728369908 |
| 2017-11-01 | 286.307466413742 |
| 2017-12-01 | 286.650731119224 |
| 2018-01-01 | 285.943922992052 |
| 2018-02-01 | 286.740081346948 |
| 2018-03-01 | 287.918962075630 |
| 2018-04-01 | 285.743369020134 |
| 2018-05-01 | 283.264788815005 |
| 2018-06-01 | 285.637530423686 |
| 2018-07-01 | 285.422469177931 |
| 2018-08-01 | 286.129417400415 |
| 2018-09-01 | 285.024983247892 |
| 2018-10-01 | 285.366113028788 |
| 2018-11-01 | 284.962507045232 |
| 2018-12-01 | 285.185833894077 |
| 2019-01-01 | 285.451183092276 |
| 2019-02-01 | 284.991148962743 |
| 2019-03-01 | 286.017355559017 |
| 2019-04-01 | 285.711577537195 |
| 2019-05-01 | 284.074789549193 |
| 2019-06-01 | 285.672012014417 |
| 2019-07-01 | 285.314492807179 |
| 2019-08-01 | 285.436773061629 |
| 2019-09-01 | 284.287290695332 |
| 2019-10-01 | 283.252554219842 |
| 2019-11-01 | 285.822096816310 |
| 2019-12-01 | 286.662846733996 |
| 2020-01-01 | 287.608242174670 |
| 2020-02-01 | 287.209972610939 |
| 2020-03-01 | 285.775476478658 |
| 2020-04-01 | 242.586580114341 |
| 2020-05-01 | 248.194138496758 |
| 2020-06-01 | 261.534635313458 |
| 2020-07-01 | 263.397332673847 |
| 2020-08-01 | 265.101241527329 |
| 2020-09-01 | 266.507997166386 |
| 2020-10-01 | 268.799976564778 |
| 2020-11-01 | 267.898326611122 |
| 2020-12-01 | 267.260240006445 |
| 2021-01-01 | 268.217949165703 |
| 2021-02-01 | 269.186325989643 |
| 2021-03-01 | 270.374611515450 |
| 2021-04-01 | 271.096976998989 |
| 2021-05-01 | 272.696304697460 |
| 2021-06-01 | 273.692749912892 |
| 2021-07-01 | 274.458421125886 |
| 2021-08-01 | 273.980599649152 |
| 2021-09-01 | 270.319831325899 |
| 2021-10-01 | 274.906789134612 |
| 2021-11-01 | 275.803469561237 |
| 2021-12-01 | 275.981201645540 |
| 2022-01-01 | 276.026610547001 |
| 2022-02-01 | 274.921769809732 |
| 2022-03-01 | 276.526924748499 |
| 2022-04-01 | 280.416406446024 |
| 2022-05-01 | 280.864257716024 |
| 2022-06-01 | 281.511518350372 |
| 2022-07-01 | 282.603459710584 |
| 2022-08-01 | 283.521347245925 |
| 2022-09-01 | 283.475985963782 |
| 2022-10-01 | 285.449607561678 |
| 2022-11-01 | 285.745222101724 |
| 2022-12-01 | 286.546296636635 |
| 2023-01-01 | 287.331721196235 |
| 2023-02-01 | 287.663419290184 |
| 2023-03-01 | 287.071027327151 |
| 2023-04-01 | 286.589216886271 |
| 2023-05-01 | 286.656121169711 |
| 2023-06-01 | 286.201831975726 |
| 2023-07-01 | 285.676373201711 |
| 2023-08-01 | 283.732931897643 |
| 2023-09-01 | 286.251128842054 |
| 2023-10-01 | 285.649849120037 |
| 2023-11-01 | 285.722874249249 |
| 2023-12-01 | 286.084874410717 |
| 2024-01-01 | 286.395598463756 |
| 2024-02-01 | 286.330924811738 |
| 2024-03-01 | 287.090897205685 |
| 2024-04-01 | 286.877271995455 |
| 2024-05-01 | 286.366745423328 |
| 2024-06-01 | 287.270101652431 |
| 2024-07-01 | 286.835880535346 |
| 2024-08-01 | 286.753902659008 |
| 2024-09-01 | 286.897874968906 |
| 2024-10-01 | 286.928355082475 |
| 2024-11-01 | 287.244303056349 |
| 2024-12-01 | 287.659993859262 |
| 2025-01-01 | 287.549375390916 |
| 2025-02-01 | 287.601595358104 |
| 2025-03-01 | 286.960082825126 |
| 2025-04-01 | 287.055834038180 |
| 2025-05-01 | 285.538660168762 |
| 2025-06-01 | 286.137367227880 |
| 2025-07-01 | 286.352839713109 |
| 2025-08-01 | 287.036640178893 |
| 2025-09-01 | 284.986632004409 |
| 2025-10-01 | 284.433432029909 |
| 2025-11-01 | 283.614179260441 |
| 2025-12-01 | 283.320829372210 |
| 2026-01-01 | 284.870357018839 |
| 2026-02-01 | 283.064583188112 |
| 2026-03-01 | 283.844240277095 |
| 2026-04-01 | 283.601857431041 |