Table Data - All Employees: Service-Providing in Canton-Massillon, OH (MSA)
| Title | All Employees: Service-Providing in Canton-Massillon, OH (MSA) |
|---|---|
| Series ID | SMU39159400700000001SA |
| 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 1:18 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 | 113.349156163762 |
| 1990-02-01 | 113.184617075175 |
| 1990-03-01 | 113.766098994626 |
| 1990-04-01 | 114.000681152755 |
| 1990-05-01 | 114.411210076117 |
| 1990-06-01 | 115.158151733190 |
| 1990-07-01 | 115.278334495083 |
| 1990-08-01 | 115.398623315247 |
| 1990-09-01 | 115.109950557677 |
| 1990-10-01 | 114.747467776593 |
| 1990-11-01 | 114.654562573024 |
| 1990-12-01 | 114.768481733036 |
| 1991-01-01 | 115.067298297943 |
| 1991-02-01 | 115.135876160326 |
| 1991-03-01 | 114.900950957937 |
| 1991-04-01 | 115.097904482189 |
| 1991-05-01 | 115.429251505592 |
| 1991-06-01 | 114.546556822791 |
| 1991-07-01 | 115.742756447405 |
| 1991-08-01 | 115.719699381551 |
| 1991-09-01 | 115.970584980199 |
| 1991-10-01 | 115.624360461327 |
| 1991-11-01 | 115.753455490552 |
| 1991-12-01 | 115.544764640525 |
| 1992-01-01 | 115.539293984241 |
| 1992-02-01 | 115.633373539013 |
| 1992-03-01 | 115.771566263254 |
| 1992-04-01 | 116.178909838933 |
| 1992-05-01 | 116.364987417540 |
| 1992-06-01 | 115.954760353780 |
| 1992-07-01 | 116.257285748193 |
| 1992-08-01 | 116.181474411688 |
| 1992-09-01 | 115.831571923320 |
| 1992-10-01 | 117.767940921671 |
| 1992-11-01 | 117.332315416204 |
| 1992-12-01 | 117.282441238787 |
| 1993-01-01 | 117.463162118507 |
| 1993-02-01 | 117.055427605909 |
| 1993-03-01 | 116.706137355610 |
| 1993-04-01 | 116.857888291204 |
| 1993-05-01 | 116.502936684407 |
| 1993-06-01 | 116.029646317324 |
| 1993-07-01 | 116.983598517716 |
| 1993-08-01 | 117.271775041926 |
| 1993-09-01 | 117.085652347090 |
| 1993-10-01 | 117.501790437022 |
| 1993-11-01 | 117.389958226569 |
| 1993-12-01 | 117.811286740032 |
| 1994-01-01 | 118.723503885566 |
| 1994-02-01 | 118.688997609748 |
| 1994-03-01 | 118.954608332641 |
| 1994-04-01 | 118.660008775443 |
| 1994-05-01 | 118.943744728551 |
| 1994-06-01 | 118.884975905334 |
| 1994-07-01 | 118.357992101371 |
| 1994-08-01 | 117.755129310675 |
| 1994-09-01 | 118.391967986701 |
| 1994-10-01 | 119.040002568288 |
| 1994-11-01 | 119.392920630874 |
| 1994-12-01 | 119.667915434488 |
| 1995-01-01 | 119.588123353830 |
| 1995-02-01 | 120.261700069440 |
| 1995-03-01 | 120.738063580063 |
| 1995-04-01 | 120.874502024657 |
| 1995-05-01 | 120.918544039099 |
| 1995-06-01 | 121.412136894997 |
| 1995-07-01 | 121.193787895619 |
| 1995-08-01 | 122.418647980441 |
| 1995-09-01 | 123.098237871288 |
| 1995-10-01 | 123.103247201417 |
| 1995-11-01 | 123.301267050554 |
| 1995-12-01 | 123.746667384653 |
| 1996-01-01 | 123.856102621669 |
| 1996-02-01 | 123.642190952913 |
| 1996-03-01 | 124.115174909851 |
| 1996-04-01 | 124.446952755153 |
| 1996-05-01 | 124.545344132402 |
| 1996-06-01 | 125.354314503312 |
| 1996-07-01 | 125.466089636259 |
| 1996-08-01 | 125.683083878764 |
| 1996-09-01 | 126.069944790928 |
| 1996-10-01 | 126.129249518950 |
| 1996-11-01 | 126.431611255995 |
| 1996-12-01 | 126.247625911558 |
| 1997-01-01 | 126.277048921773 |
| 1997-02-01 | 126.762207571434 |
| 1997-03-01 | 126.947660355091 |
| 1997-04-01 | 126.648278689987 |
| 1997-05-01 | 127.232657005177 |
| 1997-06-01 | 127.083915002284 |
| 1997-07-01 | 127.746215034806 |
| 1997-08-01 | 127.058226967345 |
| 1997-09-01 | 127.383438216094 |
| 1997-10-01 | 127.386313539282 |
| 1997-11-01 | 127.229974938040 |
| 1997-12-01 | 127.543295609602 |
| 1998-01-01 | 127.959470282385 |
| 1998-02-01 | 128.168181132669 |
| 1998-03-01 | 128.237290176306 |
| 1998-04-01 | 128.112053280268 |
| 1998-05-01 | 128.776433775378 |
| 1998-06-01 | 127.901687581585 |
| 1998-07-01 | 128.482846738230 |
| 1998-08-01 | 129.042147844877 |
| 1998-09-01 | 128.794614427010 |
| 1998-10-01 | 129.374394854469 |
| 1998-11-01 | 129.252325757459 |
| 1998-12-01 | 129.320774481673 |
| 1999-01-01 | 128.481137057097 |
| 1999-02-01 | 129.289837757805 |
| 1999-03-01 | 128.970127712122 |
| 1999-04-01 | 129.914622737132 |
| 1999-05-01 | 129.788249773301 |
| 1999-06-01 | 129.740449044166 |
| 1999-07-01 | 129.948422770439 |
| 1999-08-01 | 130.000198900098 |
| 1999-09-01 | 129.318589242831 |
| 1999-10-01 | 130.403708344803 |
| 1999-11-01 | 131.219759204030 |
| 1999-12-01 | 131.538849838101 |
| 2000-01-01 | 132.927694527105 |
| 2000-02-01 | 132.550630019522 |
| 2000-03-01 | 133.199558427375 |
| 2000-04-01 | 133.653012603374 |
| 2000-05-01 | 133.879084368352 |
| 2000-06-01 | 134.132812668627 |
| 2000-07-01 | 133.788752128170 |
| 2000-08-01 | 134.225972702754 |
| 2000-09-01 | 134.193574129517 |
| 2000-10-01 | 134.468689939567 |
| 2000-11-01 | 134.775413965535 |
| 2000-12-01 | 135.054039947725 |
| 2001-01-01 | 136.276652465610 |
| 2001-02-01 | 135.976442912903 |
| 2001-03-01 | 135.546948754460 |
| 2001-04-01 | 136.362248239342 |
| 2001-05-01 | 135.989842639836 |
| 2001-06-01 | 136.759000504639 |
| 2001-07-01 | 136.801539590938 |
| 2001-08-01 | 136.115177386093 |
| 2001-09-01 | 136.361740256695 |
| 2001-10-01 | 135.722191027051 |
| 2001-11-01 | 135.801603801348 |
| 2001-12-01 | 135.881196215414 |
| 2002-01-01 | 135.849170667244 |
| 2002-02-01 | 135.517708426172 |
| 2002-03-01 | 135.793550296832 |
| 2002-04-01 | 134.985736944223 |
| 2002-05-01 | 135.066561484384 |
| 2002-06-01 | 134.222327008865 |
| 2002-07-01 | 135.427531553047 |
| 2002-08-01 | 135.214838511125 |
| 2002-09-01 | 135.426956287213 |
| 2002-10-01 | 135.255206619945 |
| 2002-11-01 | 135.250063064293 |
| 2002-12-01 | 135.178173143437 |
| 2003-01-01 | 134.351245472351 |
| 2003-02-01 | 134.121943415569 |
| 2003-03-01 | 133.504483999377 |
| 2003-04-01 | 134.030238250980 |
| 2003-05-01 | 134.070486238310 |
| 2003-06-01 | 133.911051175422 |
| 2003-07-01 | 134.447256301458 |
| 2003-08-01 | 134.630700893454 |
| 2003-09-01 | 134.115105445889 |
| 2003-10-01 | 134.374049297211 |
| 2003-11-01 | 133.785749803567 |
| 2003-12-01 | 133.599790692784 |
| 2004-01-01 | 133.295612260699 |
| 2004-02-01 | 133.593107909902 |
| 2004-03-01 | 134.004709171442 |
| 2004-04-01 | 133.734261175170 |
| 2004-05-01 | 133.984049013834 |
| 2004-06-01 | 134.219537707985 |
| 2004-07-01 | 133.956304146980 |
| 2004-08-01 | 134.546309196406 |
| 2004-09-01 | 134.754087989812 |
| 2004-10-01 | 135.267749327652 |
| 2004-11-01 | 135.828477382938 |
| 2004-12-01 | 135.394232936726 |
| 2005-01-01 | 134.666984476981 |
| 2005-02-01 | 134.778031946357 |
| 2005-03-01 | 135.115866459177 |
| 2005-04-01 | 135.039458091417 |
| 2005-05-01 | 134.456648073257 |
| 2005-06-01 | 134.120983170934 |
| 2005-07-01 | 133.790617870445 |
| 2005-08-01 | 133.366253185250 |
| 2005-09-01 | 133.304275748970 |
| 2005-10-01 | 133.001254844298 |
| 2005-11-01 | 133.191098094638 |
| 2005-12-01 | 133.092125181724 |
| 2006-01-01 | 133.726698443958 |
| 2006-02-01 | 133.720465838903 |
| 2006-03-01 | 133.377457832158 |
| 2006-04-01 | 133.494986594444 |
| 2006-05-01 | 133.337572445238 |
| 2006-06-01 | 133.734123146432 |
| 2006-07-01 | 133.028391750012 |
| 2006-08-01 | 132.994634973618 |
| 2006-09-01 | 133.378792386228 |
| 2006-10-01 | 133.101415531752 |
| 2006-11-01 | 133.087048848043 |
| 2006-12-01 | 133.017104865315 |
| 2007-01-01 | 133.363858265478 |
| 2007-02-01 | 132.703547364345 |
| 2007-03-01 | 132.717126374701 |
| 2007-04-01 | 132.749306747527 |
| 2007-05-01 | 133.474775109891 |
| 2007-06-01 | 133.251244014537 |
| 2007-07-01 | 133.609690211414 |
| 2007-08-01 | 133.840412382981 |
| 2007-09-01 | 133.555625915904 |
| 2007-10-01 | 133.789400665044 |
| 2007-11-01 | 134.193533925819 |
| 2007-12-01 | 134.007107494423 |
| 2008-01-01 | 134.065008781046 |
| 2008-02-01 | 134.009810630577 |
| 2008-03-01 | 132.845261597166 |
| 2008-04-01 | 133.252979833337 |
| 2008-05-01 | 133.335883393371 |
| 2008-06-01 | 132.583719248239 |
| 2008-07-01 | 132.935252518730 |
| 2008-08-01 | 133.160616240966 |
| 2008-09-01 | 132.782333812028 |
| 2008-10-01 | 132.186659701493 |
| 2008-11-01 | 131.408038062307 |
| 2008-12-01 | 131.006126631117 |
| 2009-01-01 | 129.914516484229 |
| 2009-02-01 | 129.901004602073 |
| 2009-03-01 | 129.525922096808 |
| 2009-04-01 | 129.224461112090 |
| 2009-05-01 | 128.707263928461 |
| 2009-06-01 | 127.685766315108 |
| 2009-07-01 | 128.010206238988 |
| 2009-08-01 | 127.599585920180 |
| 2009-09-01 | 127.496286608547 |
| 2009-10-01 | 127.466710792467 |
| 2009-11-01 | 127.318718854786 |
| 2009-12-01 | 127.385579077295 |
| 2010-01-01 | 127.715423450201 |
| 2010-02-01 | 127.637879214876 |
| 2010-03-01 | 127.714053792348 |
| 2010-04-01 | 127.762970046513 |
| 2010-05-01 | 127.628077532747 |
| 2010-06-01 | 127.932479268087 |
| 2010-07-01 | 128.415117212935 |
| 2010-08-01 | 128.026068830795 |
| 2010-09-01 | 128.144025792524 |
| 2010-10-01 | 128.573532162256 |
| 2010-11-01 | 128.625526820411 |
| 2010-12-01 | 128.778272018004 |
| 2011-01-01 | 128.792078178949 |
| 2011-02-01 | 128.994705374766 |
| 2011-03-01 | 129.138432104003 |
| 2011-04-01 | 129.228115820672 |
| 2011-05-01 | 128.797656700259 |
| 2011-06-01 | 128.611803616190 |
| 2011-07-01 | 129.380018502588 |
| 2011-08-01 | 129.525035083849 |
| 2011-09-01 | 129.794814684267 |
| 2011-10-01 | 129.771019244328 |
| 2011-11-01 | 130.188546987255 |
| 2011-12-01 | 130.557765088327 |
| 2012-01-01 | 130.774297057008 |
| 2012-02-01 | 131.196893324281 |
| 2012-03-01 | 131.531714688898 |
| 2012-04-01 | 131.665901389892 |
| 2012-05-01 | 131.735988596868 |
| 2012-06-01 | 131.644810929409 |
| 2012-07-01 | 131.738618038000 |
| 2012-08-01 | 131.830385368227 |
| 2012-09-01 | 132.647827391229 |
| 2012-10-01 | 132.697704503252 |
| 2012-11-01 | 133.053760887281 |
| 2012-12-01 | 133.157101459503 |
| 2013-01-01 | 133.327150703175 |
| 2013-02-01 | 133.502090132288 |
| 2013-03-01 | 133.319543677109 |
| 2013-04-01 | 133.457964233923 |
| 2013-05-01 | 134.090762145172 |
| 2013-06-01 | 133.692687665787 |
| 2013-07-01 | 133.641153451401 |
| 2013-08-01 | 133.605982497536 |
| 2013-09-01 | 133.149816723174 |
| 2013-10-01 | 133.392283620148 |
| 2013-11-01 | 133.100682174432 |
| 2013-12-01 | 134.045810061373 |
| 2014-01-01 | 132.488238401266 |
| 2014-02-01 | 133.397996829247 |
| 2014-03-01 | 133.774501170189 |
| 2014-04-01 | 134.193026682743 |
| 2014-05-01 | 134.643780865819 |
| 2014-06-01 | 134.444935929393 |
| 2014-07-01 | 134.223786977260 |
| 2014-08-01 | 134.589923470375 |
| 2014-09-01 | 134.322742355797 |
| 2014-10-01 | 135.269207329126 |
| 2014-11-01 | 134.777776898151 |
| 2014-12-01 | 134.417080963356 |
| 2015-01-01 | 132.727088019223 |
| 2015-02-01 | 133.952455827921 |
| 2015-03-01 | 133.525415116053 |
| 2015-04-01 | 133.967924045712 |
| 2015-05-01 | 134.322232010739 |
| 2015-06-01 | 134.644577580991 |
| 2015-07-01 | 135.005641219154 |
| 2015-08-01 | 134.905780115505 |
| 2015-09-01 | 134.672216455514 |
| 2015-10-01 | 134.309014526494 |
| 2015-11-01 | 134.309250781696 |
| 2015-12-01 | 134.360562201956 |
| 2016-01-01 | 135.080444767207 |
| 2016-02-01 | 135.083820711317 |
| 2016-03-01 | 135.227611877938 |
| 2016-04-01 | 135.569628610140 |
| 2016-05-01 | 135.716980548909 |
| 2016-06-01 | 135.504573097007 |
| 2016-07-01 | 135.399036495573 |
| 2016-08-01 | 135.046763681881 |
| 2016-09-01 | 137.170618822466 |
| 2016-10-01 | 136.549010040661 |
| 2016-11-01 | 136.644893783774 |
| 2016-12-01 | 136.815519421739 |
| 2017-01-01 | 136.727899402093 |
| 2017-02-01 | 136.877865444778 |
| 2017-03-01 | 137.208179478319 |
| 2017-04-01 | 137.196466820431 |
| 2017-05-01 | 136.867428623607 |
| 2017-06-01 | 137.215127868074 |
| 2017-07-01 | 136.665313552266 |
| 2017-08-01 | 136.808164967268 |
| 2017-09-01 | 137.393071515030 |
| 2017-10-01 | 137.534416550022 |
| 2017-11-01 | 137.563332553277 |
| 2017-12-01 | 137.991418834568 |
| 2018-01-01 | 137.710408745105 |
| 2018-02-01 | 137.921325715633 |
| 2018-03-01 | 137.853203785148 |
| 2018-04-01 | 137.009481813009 |
| 2018-05-01 | 137.003991250440 |
| 2018-06-01 | 137.106714942879 |
| 2018-07-01 | 136.720516347145 |
| 2018-08-01 | 136.983808932015 |
| 2018-09-01 | 136.392323788627 |
| 2018-10-01 | 136.446927494134 |
| 2018-11-01 | 136.514807867126 |
| 2018-12-01 | 136.351154102254 |
| 2019-01-01 | 136.536999009866 |
| 2019-02-01 | 136.506813164676 |
| 2019-03-01 | 136.863442884010 |
| 2019-04-01 | 137.014044767438 |
| 2019-05-01 | 137.075758208255 |
| 2019-06-01 | 136.437472869568 |
| 2019-07-01 | 136.920354721488 |
| 2019-08-01 | 136.621241387020 |
| 2019-09-01 | 136.499405463991 |
| 2019-10-01 | 136.623837229270 |
| 2019-11-01 | 136.816152268158 |
| 2019-12-01 | 136.398644798432 |
| 2020-01-01 | 137.581158667567 |
| 2020-02-01 | 137.250666956380 |
| 2020-03-01 | 135.947098292766 |
| 2020-04-01 | 113.862909685217 |
| 2020-05-01 | 119.652669698126 |
| 2020-06-01 | 125.914016754175 |
| 2020-07-01 | 127.565753041382 |
| 2020-08-01 | 129.178653646989 |
| 2020-09-01 | 129.610175214467 |
| 2020-10-01 | 129.983749260237 |
| 2020-11-01 | 129.778595188251 |
| 2020-12-01 | 129.844386024376 |
| 2021-01-01 | 130.609818275991 |
| 2021-02-01 | 130.782284558240 |
| 2021-03-01 | 131.368264824350 |
| 2021-04-01 | 131.979023574955 |
| 2021-05-01 | 132.170973895059 |
| 2021-06-01 | 133.316535786393 |
| 2021-07-01 | 132.966898167600 |
| 2021-08-01 | 132.938749430476 |
| 2021-09-01 | 132.251084490777 |
| 2021-10-01 | 133.269781325631 |
| 2021-11-01 | 133.770949493008 |
| 2021-12-01 | 134.280432890617 |
| 2022-01-01 | 133.533545185887 |
| 2022-02-01 | 133.824672384655 |
| 2022-03-01 | 134.093484923455 |
| 2022-04-01 | 134.037185444105 |
| 2022-05-01 | 134.030226519219 |
| 2022-06-01 | 133.806959892122 |
| 2022-07-01 | 133.715421272304 |
| 2022-08-01 | 133.325023303860 |
| 2022-09-01 | 132.812207812610 |
| 2022-10-01 | 132.515603211561 |
| 2022-11-01 | 132.555096537777 |
| 2022-12-01 | 133.290506691290 |
| 2023-01-01 | 133.451274321511 |
| 2023-02-01 | 133.623281670843 |
| 2023-03-01 | 133.765871322680 |
| 2023-04-01 | 133.733881671913 |
| 2023-05-01 | 133.983689800625 |
| 2023-06-01 | 134.305974648694 |
| 2023-07-01 | 134.510472941485 |
| 2023-08-01 | 134.874288612104 |
| 2023-09-01 | 135.716529792006 |
| 2023-10-01 | 136.067729272831 |
| 2023-11-01 | 136.043630487118 |
| 2023-12-01 | 136.191649445121 |
| 2024-01-01 | 136.738157813190 |
| 2024-02-01 | 136.809363338808 |
| 2024-03-01 | 136.898429337015 |
| 2024-04-01 | 137.437997703655 |
| 2024-05-01 | 137.431005389038 |
| 2024-06-01 | 137.875933611932 |
| 2024-07-01 | 137.546725292565 |
| 2024-08-01 | 137.532551125702 |
| 2024-09-01 | 137.303250090949 |
| 2024-10-01 | 137.675269292893 |
| 2024-11-01 | 137.895239104883 |
| 2024-12-01 | 138.216615944413 |
| 2025-01-01 | 137.113068007891 |
| 2025-02-01 | 136.578729848476 |
| 2025-03-01 | 136.607645636951 |
| 2025-04-01 | 137.069489195737 |
| 2025-05-01 | 137.018966426929 |
| 2025-06-01 | 136.558559669142 |
| 2025-07-01 | 137.417302944351 |
| 2025-08-01 | 137.090839171659 |
| 2025-09-01 | 136.596437027228 |
| 2025-10-01 | 135.709513519297 |
| 2025-11-01 | 135.120695107954 |
| 2025-12-01 | 135.840939378575 |
| 2026-01-01 | 136.100598427488 |
| 2026-02-01 | 136.171145731603 |
| 2026-03-01 | 136.317529954235 |
| 2026-04-01 | 135.584120600532 |