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 2026-07-01 |
| Last Updated | 2026-08-21 6:50 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 | 116.983598517717 |
| 1993-08-01 | 117.271775041927 |
| 1993-09-01 | 117.085652347091 |
| 1993-10-01 | 117.501790437022 |
| 1993-11-01 | 117.389958226568 |
| 1993-12-01 | 117.811286740031 |
| 1994-01-01 | 118.723503885565 |
| 1994-02-01 | 118.688997609747 |
| 1994-03-01 | 118.954608332641 |
| 1994-04-01 | 118.660008775443 |
| 1994-05-01 | 118.943744728551 |
| 1994-06-01 | 118.884975905334 |
| 1994-07-01 | 118.357992101376 |
| 1994-08-01 | 117.755129310677 |
| 1994-09-01 | 118.391967986703 |
| 1994-10-01 | 119.040002568288 |
| 1994-11-01 | 119.392920630870 |
| 1994-12-01 | 119.667915434482 |
| 1995-01-01 | 119.588123353825 |
| 1995-02-01 | 120.261700069436 |
| 1995-03-01 | 120.738063580061 |
| 1995-04-01 | 120.874502024657 |
| 1995-05-01 | 120.918544039128 |
| 1995-06-01 | 121.412136894965 |
| 1995-07-01 | 121.193787895633 |
| 1995-08-01 | 122.418647980452 |
| 1995-09-01 | 123.098237871299 |
| 1995-10-01 | 123.103247201424 |
| 1995-11-01 | 123.301267050557 |
| 1995-12-01 | 123.746667384653 |
| 1996-01-01 | 123.856102621599 |
| 1996-02-01 | 123.642190952911 |
| 1996-03-01 | 124.115174909848 |
| 1996-04-01 | 124.446952755181 |
| 1996-05-01 | 124.545344132457 |
| 1996-06-01 | 125.354314503247 |
| 1996-07-01 | 125.466089636285 |
| 1996-08-01 | 125.683083878786 |
| 1996-09-01 | 126.069944790962 |
| 1996-10-01 | 126.129249518958 |
| 1996-11-01 | 126.431611255978 |
| 1996-12-01 | 126.247625911513 |
| 1997-01-01 | 126.277048921572 |
| 1997-02-01 | 126.762207571380 |
| 1997-03-01 | 126.947660355100 |
| 1997-04-01 | 126.648278690182 |
| 1997-05-01 | 127.232657005534 |
| 1997-06-01 | 127.083915002520 |
| 1997-07-01 | 127.746215035090 |
| 1997-08-01 | 127.058226967395 |
| 1997-09-01 | 127.383438215679 |
| 1997-10-01 | 127.386313538417 |
| 1997-11-01 | 127.229974937108 |
| 1997-12-01 | 127.543295609028 |
| 1998-01-01 | 127.959470282103 |
| 1998-02-01 | 128.168181133420 |
| 1998-03-01 | 128.237290177563 |
| 1998-04-01 | 128.112053281847 |
| 1998-05-01 | 128.776433776848 |
| 1998-06-01 | 127.901687582401 |
| 1998-07-01 | 128.482846738395 |
| 1998-08-01 | 129.042147844108 |
| 1998-09-01 | 128.794614424744 |
| 1998-10-01 | 129.374394851042 |
| 1998-11-01 | 129.252325754152 |
| 1998-12-01 | 129.320774480037 |
| 1999-01-01 | 128.481137057490 |
| 1999-02-01 | 129.289837760989 |
| 1999-03-01 | 128.970127716444 |
| 1999-04-01 | 129.914622741287 |
| 1999-05-01 | 129.788249776109 |
| 1999-06-01 | 129.740449046018 |
| 1999-07-01 | 129.948422770593 |
| 1999-08-01 | 130.000198900041 |
| 1999-09-01 | 129.318589239649 |
| 1999-10-01 | 130.403708337870 |
| 1999-11-01 | 131.219759195574 |
| 1999-12-01 | 131.538849828746 |
| 2000-01-01 | 132.927694517189 |
| 2000-02-01 | 132.550630011238 |
| 2000-03-01 | 133.199558490978 |
| 2000-04-01 | 133.653012598475 |
| 2000-05-01 | 133.879084364764 |
| 2000-06-01 | 134.132812666914 |
| 2000-07-01 | 133.788752124759 |
| 2000-08-01 | 134.225972698483 |
| 2000-09-01 | 134.193574120916 |
| 2000-10-01 | 134.468689926320 |
| 2000-11-01 | 134.775413951661 |
| 2000-12-01 | 135.054039939358 |
| 2001-01-01 | 136.276652462706 |
| 2001-02-01 | 135.976442911257 |
| 2001-03-01 | 135.546948886954 |
| 2001-04-01 | 136.362248220061 |
| 2001-05-01 | 135.989842608922 |
| 2001-06-01 | 136.759000468341 |
| 2001-07-01 | 136.801539557089 |
| 2001-08-01 | 136.115177363962 |
| 2001-09-01 | 136.361740244331 |
| 2001-10-01 | 135.722191027702 |
| 2001-11-01 | 135.801603840008 |
| 2001-12-01 | 135.881196262735 |
| 2002-01-01 | 135.849170580922 |
| 2002-02-01 | 135.517708490738 |
| 2002-03-01 | 135.793550532578 |
| 2002-04-01 | 134.985736908839 |
| 2002-05-01 | 135.066561392443 |
| 2002-06-01 | 134.222326885611 |
| 2002-07-01 | 135.427531432070 |
| 2002-08-01 | 135.214838423851 |
| 2002-09-01 | 135.426956247196 |
| 2002-10-01 | 135.255206633761 |
| 2002-11-01 | 135.250063169004 |
| 2002-12-01 | 135.178173331193 |
| 2003-01-01 | 134.351245447852 |
| 2003-02-01 | 134.121943678039 |
| 2003-03-01 | 133.504484382473 |
| 2003-04-01 | 134.030238309147 |
| 2003-05-01 | 134.070486217885 |
| 2003-06-01 | 133.911049440583 |
| 2003-07-01 | 134.447256402997 |
| 2003-08-01 | 134.630701151951 |
| 2003-09-01 | 134.115105779714 |
| 2003-10-01 | 134.374049611478 |
| 2003-11-01 | 133.785750098168 |
| 2003-12-01 | 133.599790979993 |
| 2004-01-01 | 133.295611864384 |
| 2004-02-01 | 133.593108221581 |
| 2004-03-01 | 134.004709549389 |
| 2004-04-01 | 133.734261173142 |
| 2004-05-01 | 133.984048933391 |
| 2004-06-01 | 134.219534306751 |
| 2004-07-01 | 133.956304667162 |
| 2004-08-01 | 134.546310284563 |
| 2004-09-01 | 134.754089329729 |
| 2004-10-01 | 135.267750372511 |
| 2004-11-01 | 135.828477749208 |
| 2004-12-01 | 135.394232777479 |
| 2005-01-01 | 134.666982971993 |
| 2005-02-01 | 134.778031328914 |
| 2005-03-01 | 135.115866491884 |
| 2005-04-01 | 135.039458599176 |
| 2005-05-01 | 134.456649655966 |
| 2005-06-01 | 134.120972810235 |
| 2005-07-01 | 133.790622505407 |
| 2005-08-01 | 133.366258305776 |
| 2005-09-01 | 133.304281520784 |
| 2005-10-01 | 133.001258822933 |
| 2005-11-01 | 133.191099054487 |
| 2005-12-01 | 133.092123652820 |
| 2006-01-01 | 133.726671573597 |
| 2006-02-01 | 133.720464933328 |
| 2006-03-01 | 133.377460756531 |
| 2006-04-01 | 133.494993408945 |
| 2006-05-01 | 133.337583040853 |
| 2006-06-01 | 133.734113609701 |
| 2006-07-01 | 133.028405668824 |
| 2006-08-01 | 132.994645833068 |
| 2006-09-01 | 133.378801148505 |
| 2006-10-01 | 133.101418415592 |
| 2006-11-01 | 133.087043091853 |
| 2006-12-01 | 133.017092775721 |
| 2007-01-01 | 133.363797232056 |
| 2007-02-01 | 132.703540274485 |
| 2007-03-01 | 132.717132423016 |
| 2007-04-01 | 132.749325475779 |
| 2007-05-01 | 133.474802909500 |
| 2007-06-01 | 133.251242536114 |
| 2007-07-01 | 133.609748354314 |
| 2007-08-01 | 133.840428612571 |
| 2007-09-01 | 133.555635045216 |
| 2007-10-01 | 133.789400499211 |
| 2007-11-01 | 134.193510465931 |
| 2007-12-01 | 134.007062868619 |
| 2008-01-01 | 134.064888779791 |
| 2008-02-01 | 134.009762847278 |
| 2008-03-01 | 132.845223259835 |
| 2008-04-01 | 133.252953694500 |
| 2008-05-01 | 133.336239789384 |
| 2008-06-01 | 132.583682734030 |
| 2008-07-01 | 132.935325214655 |
| 2008-08-01 | 133.160622410932 |
| 2008-09-01 | 132.782330733892 |
| 2008-10-01 | 132.186634402914 |
| 2008-11-01 | 131.407961048682 |
| 2008-12-01 | 131.006003994735 |
| 2009-01-01 | 129.914316762288 |
| 2009-02-01 | 129.900894911450 |
| 2009-03-01 | 129.525854317875 |
| 2009-04-01 | 129.224439469785 |
| 2009-05-01 | 128.708009268501 |
| 2009-06-01 | 127.685738700400 |
| 2009-07-01 | 128.010297978622 |
| 2009-08-01 | 127.599680336665 |
| 2009-09-01 | 127.496215478403 |
| 2009-10-01 | 127.466609309137 |
| 2009-11-01 | 127.318529759253 |
| 2009-12-01 | 127.385310562431 |
| 2010-01-01 | 127.715078341274 |
| 2010-02-01 | 127.637644739163 |
| 2010-03-01 | 127.713895673528 |
| 2010-04-01 | 127.762896246924 |
| 2010-05-01 | 127.629828144597 |
| 2010-06-01 | 127.932423557605 |
| 2010-07-01 | 128.415144101370 |
| 2010-08-01 | 128.026191552301 |
| 2010-09-01 | 128.143830550566 |
| 2010-10-01 | 128.573307828122 |
| 2010-11-01 | 128.625157578381 |
| 2010-12-01 | 128.777834806677 |
| 2011-01-01 | 128.791728188129 |
| 2011-02-01 | 128.994122168588 |
| 2011-03-01 | 129.137850104309 |
| 2011-04-01 | 129.227577405525 |
| 2011-05-01 | 128.802114590848 |
| 2011-06-01 | 128.611350386616 |
| 2011-07-01 | 129.379723354703 |
| 2011-08-01 | 129.525065417602 |
| 2011-09-01 | 129.794502306493 |
| 2011-10-01 | 129.770417658363 |
| 2011-11-01 | 130.188106997335 |
| 2011-12-01 | 130.557294325928 |
| 2012-01-01 | 130.774258108470 |
| 2012-02-01 | 131.195991742956 |
| 2012-03-01 | 131.529769367881 |
| 2012-04-01 | 131.664944905999 |
| 2012-05-01 | 131.743263713863 |
| 2012-06-01 | 131.644144466793 |
| 2012-07-01 | 131.738209290258 |
| 2012-08-01 | 131.830442820470 |
| 2012-09-01 | 132.647575031351 |
| 2012-10-01 | 132.696788383300 |
| 2012-11-01 | 133.053248685125 |
| 2012-12-01 | 133.156551395088 |
| 2013-01-01 | 133.327295764580 |
| 2013-02-01 | 133.500693407416 |
| 2013-03-01 | 133.316074306731 |
| 2013-04-01 | 133.456552381581 |
| 2013-05-01 | 134.099977537464 |
| 2013-06-01 | 133.692120245667 |
| 2013-07-01 | 133.640986076945 |
| 2013-08-01 | 133.606445322241 |
| 2013-09-01 | 133.150200216407 |
| 2013-10-01 | 133.390990136997 |
| 2013-11-01 | 133.100081974938 |
| 2013-12-01 | 134.045349644605 |
| 2014-01-01 | 132.488618436707 |
| 2014-02-01 | 133.396286560286 |
| 2014-03-01 | 133.769463780107 |
| 2014-04-01 | 134.190545096484 |
| 2014-05-01 | 134.650991938147 |
| 2014-06-01 | 134.442320699697 |
| 2014-07-01 | 134.229920977037 |
| 2014-08-01 | 134.592436600902 |
| 2014-09-01 | 134.322797630838 |
| 2014-10-01 | 135.267977770547 |
| 2014-11-01 | 134.777903418484 |
| 2014-12-01 | 134.417488135391 |
| 2015-01-01 | 132.727733843133 |
| 2015-02-01 | 133.949836624433 |
| 2015-03-01 | 133.518005466131 |
| 2015-04-01 | 133.961753326577 |
| 2015-05-01 | 134.324077272408 |
| 2015-06-01 | 134.638058616916 |
| 2015-07-01 | 135.017842623458 |
| 2015-08-01 | 134.911936909587 |
| 2015-09-01 | 134.675111399643 |
| 2015-10-01 | 134.311706889605 |
| 2015-11-01 | 134.313483930959 |
| 2015-12-01 | 134.364044091356 |
| 2016-01-01 | 135.081702873890 |
| 2016-02-01 | 135.078900787969 |
| 2016-03-01 | 135.215568261511 |
| 2016-04-01 | 135.557911049589 |
| 2016-05-01 | 135.710865394349 |
| 2016-06-01 | 135.474458333636 |
| 2016-07-01 | 135.420430786611 |
| 2016-08-01 | 135.061184589039 |
| 2016-09-01 | 137.182074906928 |
| 2016-10-01 | 136.563566050916 |
| 2016-11-01 | 136.662300290574 |
| 2016-12-01 | 136.831181789099 |
| 2017-01-01 | 136.732057158358 |
| 2017-02-01 | 136.867406904822 |
| 2017-03-01 | 137.178764953455 |
| 2017-04-01 | 137.167379043713 |
| 2017-05-01 | 136.836017130657 |
| 2017-06-01 | 137.171974208801 |
| 2017-07-01 | 136.692534032472 |
| 2017-08-01 | 136.824420151488 |
| 2017-09-01 | 137.426045908051 |
| 2017-10-01 | 137.576531052486 |
| 2017-11-01 | 137.601416995747 |
| 2017-12-01 | 138.020331886679 |
| 2018-01-01 | 137.715205015540 |
| 2018-02-01 | 137.901020934786 |
| 2018-03-01 | 137.801939378714 |
| 2018-04-01 | 136.960039762316 |
| 2018-05-01 | 136.947086295603 |
| 2018-06-01 | 137.042575252500 |
| 2018-07-01 | 136.754422938210 |
| 2018-08-01 | 137.002705072991 |
| 2018-09-01 | 136.448367624134 |
| 2018-10-01 | 136.514563687199 |
| 2018-11-01 | 136.569952818935 |
| 2018-12-01 | 136.413178330741 |
| 2019-01-01 | 136.537377449893 |
| 2019-02-01 | 136.472850081017 |
| 2019-03-01 | 136.787909339755 |
| 2019-04-01 | 136.942799994141 |
| 2019-05-01 | 136.994630663085 |
| 2019-06-01 | 136.372628092257 |
| 2019-07-01 | 136.951871944135 |
| 2019-08-01 | 136.637377043293 |
| 2019-09-01 | 136.575199336219 |
| 2019-10-01 | 136.711297828341 |
| 2019-11-01 | 136.880715238970 |
| 2019-12-01 | 136.485508428596 |
| 2020-01-01 | 137.575484941076 |
| 2020-02-01 | 137.207177187630 |
| 2020-03-01 | 135.861540634512 |
| 2020-04-01 | 113.784029421088 |
| 2020-05-01 | 119.567606727487 |
| 2020-06-01 | 125.840679201308 |
| 2020-07-01 | 127.591405703934 |
| 2020-08-01 | 129.194459206415 |
| 2020-09-01 | 129.690311438205 |
| 2020-10-01 | 130.071767898289 |
| 2020-11-01 | 129.841860324196 |
| 2020-12-01 | 129.953605763758 |
| 2021-01-01 | 130.601583751820 |
| 2021-02-01 | 130.737596455353 |
| 2021-03-01 | 131.282431781599 |
| 2021-04-01 | 131.899945521479 |
| 2021-05-01 | 132.084654780424 |
| 2021-06-01 | 133.262069045005 |
| 2021-07-01 | 132.980910302342 |
| 2021-08-01 | 132.945595716090 |
| 2021-09-01 | 132.323897281273 |
| 2021-10-01 | 133.348796138353 |
| 2021-11-01 | 133.824108355437 |
| 2021-12-01 | 134.383066878056 |
| 2022-01-01 | 133.525261368853 |
| 2022-02-01 | 133.795275903645 |
| 2022-03-01 | 134.028418721233 |
| 2022-04-01 | 133.977115485225 |
| 2022-05-01 | 133.967396588023 |
| 2022-06-01 | 133.732496303438 |
| 2022-07-01 | 133.726378435091 |
| 2022-08-01 | 133.326517258038 |
| 2022-09-01 | 132.866448494468 |
| 2022-10-01 | 132.570706042020 |
| 2022-11-01 | 132.590449301165 |
| 2022-12-01 | 133.386920877326 |
| 2023-01-01 | 133.447421014462 |
| 2023-02-01 | 133.615621224893 |
| 2023-03-01 | 133.727467212558 |
| 2023-04-01 | 133.697865841106 |
| 2023-05-01 | 133.964379661406 |
| 2023-06-01 | 134.174741417260 |
| 2023-07-01 | 134.527168410141 |
| 2023-08-01 | 134.869526185915 |
| 2023-09-01 | 135.752848550673 |
| 2023-10-01 | 136.103935311793 |
| 2023-11-01 | 136.068679084467 |
| 2023-12-01 | 136.264933897659 |
| 2024-01-01 | 136.745780708749 |
| 2024-02-01 | 136.828350587042 |
| 2024-03-01 | 136.888765859506 |
| 2024-04-01 | 137.426411755867 |
| 2024-05-01 | 137.463029289791 |
| 2024-06-01 | 137.656333227777 |
| 2024-07-01 | 137.566155027693 |
| 2024-08-01 | 137.526556350264 |
| 2024-09-01 | 137.329082985591 |
| 2024-10-01 | 137.700678552204 |
| 2024-11-01 | 137.919622760337 |
| 2024-12-01 | 138.275813145894 |
| 2025-01-01 | 137.136497672204 |
| 2025-02-01 | 136.617087607215 |
| 2025-03-01 | 136.612579260239 |
| 2025-04-01 | 137.068536511295 |
| 2025-05-01 | 137.086168252938 |
| 2025-06-01 | 136.267056155330 |
| 2025-07-01 | 137.435901786482 |
| 2025-08-01 | 137.080968258182 |
| 2025-09-01 | 136.622473379291 |
| 2025-10-01 | 135.738913186105 |
| 2025-11-01 | 135.152636718399 |
| 2025-12-01 | 135.886096910535 |
| 2026-01-01 | 136.134067195315 |
| 2026-02-01 | 136.222758012171 |
| 2026-03-01 | 136.329536960396 |
| 2026-04-01 | 135.587652921094 |
| 2026-05-01 | 135.499033996244 |
| 2026-06-01 | 135.923583407244 |
| 2026-07-01 | 135.611161348219 |