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 2026-06-01 |
| 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 | 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 | 124.115174909850 |
| 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 | 129.289837757804 |
| 1999-03-01 | 128.970127712121 |
| 1999-04-01 | 129.914622737131 |
| 1999-05-01 | 129.788249773300 |
| 1999-06-01 | 129.740449044166 |
| 1999-07-01 | 129.948422770440 |
| 1999-08-01 | 130.000198900098 |
| 1999-09-01 | 129.318589242833 |
| 1999-10-01 | 130.403708344805 |
| 1999-11-01 | 131.219759204031 |
| 1999-12-01 | 131.538849838102 |
| 2000-01-01 | 132.927694527106 |
| 2000-02-01 | 132.550630019522 |
| 2000-03-01 | 133.199558427362 |
| 2000-04-01 | 133.653012603374 |
| 2000-05-01 | 133.879084368352 |
| 2000-06-01 | 134.132812668630 |
| 2000-07-01 | 133.788752128173 |
| 2000-08-01 | 134.225972702758 |
| 2000-09-01 | 134.193574129523 |
| 2000-10-01 | 134.468689939572 |
| 2000-11-01 | 134.775413965537 |
| 2000-12-01 | 135.054039947721 |
| 2001-01-01 | 136.276652465602 |
| 2001-02-01 | 135.976442912895 |
| 2001-03-01 | 135.546948754430 |
| 2001-04-01 | 136.362248239345 |
| 2001-05-01 | 135.989842639846 |
| 2001-06-01 | 136.759000504655 |
| 2001-07-01 | 136.801539590954 |
| 2001-08-01 | 136.115177386108 |
| 2001-09-01 | 136.361740256706 |
| 2001-10-01 | 135.722191027056 |
| 2001-11-01 | 135.801603801345 |
| 2001-12-01 | 135.881196215399 |
| 2002-01-01 | 135.849170667194 |
| 2002-02-01 | 135.517708426149 |
| 2002-03-01 | 135.793550296784 |
| 2002-04-01 | 134.985736944238 |
| 2002-05-01 | 135.066561484421 |
| 2002-06-01 | 134.222327008918 |
| 2002-07-01 | 135.427531553098 |
| 2002-08-01 | 135.214838511164 |
| 2002-09-01 | 135.426956287232 |
| 2002-10-01 | 135.255206619944 |
| 2002-11-01 | 135.250063064274 |
| 2002-12-01 | 135.178173143377 |
| 2003-01-01 | 134.351245472209 |
| 2003-02-01 | 134.121943415489 |
| 2003-03-01 | 133.504483999292 |
| 2003-04-01 | 134.030238250972 |
| 2003-05-01 | 134.070486238324 |
| 2003-06-01 | 133.911051176102 |
| 2003-07-01 | 134.447256301424 |
| 2003-08-01 | 134.630700893366 |
| 2003-09-01 | 134.115105445770 |
| 2003-10-01 | 134.374049297088 |
| 2003-11-01 | 133.785749803458 |
| 2003-12-01 | 133.599790692656 |
| 2004-01-01 | 133.295612260672 |
| 2004-02-01 | 133.593107909793 |
| 2004-03-01 | 134.004709171371 |
| 2004-04-01 | 133.734261175210 |
| 2004-05-01 | 133.984049013894 |
| 2004-06-01 | 134.219537709325 |
| 2004-07-01 | 133.956304146806 |
| 2004-08-01 | 134.546309196048 |
| 2004-09-01 | 134.754087989368 |
| 2004-10-01 | 135.267749327281 |
| 2004-11-01 | 135.828477382761 |
| 2004-12-01 | 135.394232936634 |
| 2005-01-01 | 134.666984477218 |
| 2005-02-01 | 134.778031946324 |
| 2005-03-01 | 135.115866459146 |
| 2005-04-01 | 135.039458091229 |
| 2005-05-01 | 134.456648072913 |
| 2005-06-01 | 134.120983175182 |
| 2005-07-01 | 133.790617869645 |
| 2005-08-01 | 133.366253183372 |
| 2005-09-01 | 133.304275747463 |
| 2005-10-01 | 133.001254843336 |
| 2005-11-01 | 133.191098093898 |
| 2005-12-01 | 133.092125181046 |
| 2006-01-01 | 133.726698449530 |
| 2006-02-01 | 133.720465838134 |
| 2006-03-01 | 133.377457831371 |
| 2006-04-01 | 133.494986593346 |
| 2006-05-01 | 133.337572443943 |
| 2006-06-01 | 133.734123153028 |
| 2006-07-01 | 133.028391748342 |
| 2006-08-01 | 132.994634970197 |
| 2006-09-01 | 133.378792383676 |
| 2006-10-01 | 133.101415530265 |
| 2006-11-01 | 133.087048847020 |
| 2006-12-01 | 133.017104864549 |
| 2007-01-01 | 133.363858276938 |
| 2007-02-01 | 132.703547363726 |
| 2007-03-01 | 132.717126373953 |
| 2007-04-01 | 132.749306745987 |
| 2007-05-01 | 133.474775107468 |
| 2007-06-01 | 133.251244022395 |
| 2007-07-01 | 133.609690204183 |
| 2007-08-01 | 133.840412375792 |
| 2007-09-01 | 133.555625910560 |
| 2007-10-01 | 133.789400662575 |
| 2007-11-01 | 134.193533927575 |
| 2007-12-01 | 134.007107499813 |
| 2008-01-01 | 134.065008805223 |
| 2008-02-01 | 134.009810635981 |
| 2008-03-01 | 132.845261599782 |
| 2008-04-01 | 133.252979831655 |
| 2008-05-01 | 133.335883360059 |
| 2008-06-01 | 132.583719260121 |
| 2008-07-01 | 132.935252502106 |
| 2008-08-01 | 133.160616228848 |
| 2008-09-01 | 132.782333805326 |
| 2008-10-01 | 132.186659701916 |
| 2008-11-01 | 131.408038072361 |
| 2008-12-01 | 131.006126647882 |
| 2009-01-01 | 129.914516518285 |
| 2009-02-01 | 129.901004613731 |
| 2009-03-01 | 129.525922103139 |
| 2009-04-01 | 129.224461117589 |
| 2009-05-01 | 128.707263884538 |
| 2009-06-01 | 127.685766361215 |
| 2009-07-01 | 128.010206243053 |
| 2009-08-01 | 127.599585857834 |
| 2009-09-01 | 127.496286568542 |
| 2009-10-01 | 127.466710719768 |
| 2009-11-01 | 127.318718793304 |
| 2009-12-01 | 127.385579065549 |
| 2010-01-01 | 127.715423518532 |
| 2010-02-01 | 127.637879334241 |
| 2010-03-01 | 127.714053964879 |
| 2010-04-01 | 127.762970248482 |
| 2010-05-01 | 127.628077235232 |
| 2010-06-01 | 127.932479460463 |
| 2010-07-01 | 128.415117277200 |
| 2010-08-01 | 128.026068680066 |
| 2010-09-01 | 128.144025595298 |
| 2010-10-01 | 128.573531834096 |
| 2010-11-01 | 128.625526483554 |
| 2010-12-01 | 128.778271851155 |
| 2011-01-01 | 128.792078369525 |
| 2011-02-01 | 128.994705743209 |
| 2011-03-01 | 129.138432700738 |
| 2011-04-01 | 129.228116513313 |
| 2011-05-01 | 128.797656642325 |
| 2011-06-01 | 128.611804020945 |
| 2011-07-01 | 129.380018542003 |
| 2011-08-01 | 129.525034602141 |
| 2011-09-01 | 129.794813797187 |
| 2011-10-01 | 129.771017507366 |
| 2011-11-01 | 130.188545721422 |
| 2011-12-01 | 130.557764270966 |
| 2012-01-01 | 130.774296912209 |
| 2012-02-01 | 131.196894355037 |
| 2012-03-01 | 131.531722468544 |
| 2012-04-01 | 131.665902892765 |
| 2012-05-01 | 131.735988297603 |
| 2012-06-01 | 131.644810092873 |
| 2012-07-01 | 131.738615820359 |
| 2012-08-01 | 131.830382079061 |
| 2012-09-01 | 132.647823815296 |
| 2012-10-01 | 132.697700423730 |
| 2012-11-01 | 133.053758886760 |
| 2012-12-01 | 133.157101190713 |
| 2013-01-01 | 133.327152391457 |
| 2013-02-01 | 133.502094712965 |
| 2013-03-01 | 133.319561645523 |
| 2013-04-01 | 133.457968532267 |
| 2013-05-01 | 134.090762098367 |
| 2013-06-01 | 133.692683847540 |
| 2013-07-01 | 133.641146372429 |
| 2013-08-01 | 133.605971702574 |
| 2013-09-01 | 133.149802693728 |
| 2013-10-01 | 133.392277569806 |
| 2013-11-01 | 133.100680219959 |
| 2013-12-01 | 134.045810214198 |
| 2014-01-01 | 132.488242140497 |
| 2014-02-01 | 133.398007993658 |
| 2014-03-01 | 133.774535739800 |
| 2014-04-01 | 134.193046140308 |
| 2014-05-01 | 134.643801245289 |
| 2014-06-01 | 134.444955677671 |
| 2014-07-01 | 134.223726856576 |
| 2014-08-01 | 134.589876704455 |
| 2014-09-01 | 134.322720398501 |
| 2014-10-01 | 135.269189918097 |
| 2014-11-01 | 134.777760050469 |
| 2014-12-01 | 134.417072792075 |
| 2015-01-01 | 132.727098651195 |
| 2015-02-01 | 133.952492496575 |
| 2015-03-01 | 133.525491085085 |
| 2015-04-01 | 133.967993711051 |
| 2015-05-01 | 134.322301920951 |
| 2015-06-01 | 134.644634943332 |
| 2015-07-01 | 135.005521660904 |
| 2015-08-01 | 134.905669322832 |
| 2015-09-01 | 134.672139778546 |
| 2015-10-01 | 134.308933313879 |
| 2015-11-01 | 134.309175628986 |
| 2015-12-01 | 134.360527511492 |
| 2016-01-01 | 135.080477433428 |
| 2016-02-01 | 135.083928986870 |
| 2016-03-01 | 135.227792291787 |
| 2016-04-01 | 135.569810012416 |
| 2016-05-01 | 135.717144867019 |
| 2016-06-01 | 135.504690013030 |
| 2016-07-01 | 135.398853050927 |
| 2016-08-01 | 135.046561835121 |
| 2016-09-01 | 137.170438388508 |
| 2016-10-01 | 136.548783693344 |
| 2016-11-01 | 136.644624364032 |
| 2016-12-01 | 136.815226563609 |
| 2017-01-01 | 136.728070020205 |
| 2017-02-01 | 136.878206485084 |
| 2017-03-01 | 137.208883131169 |
| 2017-04-01 | 137.196448704519 |
| 2017-05-01 | 136.868070767791 |
| 2017-06-01 | 137.215109013587 |
| 2017-07-01 | 136.664928456239 |
| 2017-08-01 | 136.807825128630 |
| 2017-09-01 | 137.392715867953 |
| 2017-10-01 | 137.533938049709 |
| 2017-11-01 | 137.562908601516 |
| 2017-12-01 | 137.990936149390 |
| 2018-01-01 | 137.710783719722 |
| 2018-02-01 | 137.921953462917 |
| 2018-03-01 | 137.854469545694 |
| 2018-04-01 | 137.009288136324 |
| 2018-05-01 | 137.005130248118 |
| 2018-06-01 | 137.106438470397 |
| 2018-07-01 | 136.719897923256 |
| 2018-08-01 | 136.983293148739 |
| 2018-09-01 | 136.391738289174 |
| 2018-10-01 | 136.446074875546 |
| 2018-11-01 | 136.514066440165 |
| 2018-12-01 | 136.351382626644 |
| 2019-01-01 | 136.537401425983 |
| 2019-02-01 | 136.507581329199 |
| 2019-03-01 | 136.865162325414 |
| 2019-04-01 | 137.013590422109 |
| 2019-05-01 | 137.077301404686 |
| 2019-06-01 | 136.436854462616 |
| 2019-07-01 | 136.919512329152 |
| 2019-08-01 | 136.620550713373 |
| 2019-09-01 | 136.498595582141 |
| 2019-10-01 | 136.622679242401 |
| 2019-11-01 | 136.815254694862 |
| 2019-12-01 | 136.399877409623 |
| 2020-01-01 | 137.581557735017 |
| 2020-02-01 | 137.251512204223 |
| 2020-03-01 | 135.948931792558 |
| 2020-04-01 | 113.862540525281 |
| 2020-05-01 | 119.654205858359 |
| 2020-06-01 | 125.913160201544 |
| 2020-07-01 | 127.564765513637 |
| 2020-08-01 | 129.177744458002 |
| 2020-09-01 | 129.609082789762 |
| 2020-10-01 | 129.982284803445 |
| 2020-11-01 | 129.777400492038 |
| 2020-12-01 | 129.846506599849 |
| 2021-01-01 | 130.610214244852 |
| 2021-02-01 | 130.783381636413 |
| 2021-03-01 | 131.370514314844 |
| 2021-04-01 | 131.979068524977 |
| 2021-05-01 | 132.172627954473 |
| 2021-06-01 | 133.315432702606 |
| 2021-07-01 | 132.965475197693 |
| 2021-08-01 | 132.937277553269 |
| 2021-09-01 | 132.249331101822 |
| 2021-10-01 | 133.267665490985 |
| 2021-11-01 | 133.770327155311 |
| 2021-12-01 | 134.282977161449 |
| 2022-01-01 | 133.533720503588 |
| 2022-02-01 | 133.825309904809 |
| 2022-03-01 | 134.097272366154 |
| 2022-04-01 | 134.039326719967 |
| 2022-05-01 | 134.033340508569 |
| 2022-06-01 | 133.803988627389 |
| 2022-07-01 | 133.712848169388 |
| 2022-08-01 | 133.319107475493 |
| 2022-09-01 | 132.812644904848 |
| 2022-10-01 | 132.512354032304 |
| 2022-11-01 | 132.556176879035 |
| 2022-12-01 | 133.294209743465 |
| 2023-01-01 | 133.450403814957 |
| 2023-02-01 | 133.620548542885 |
| 2023-03-01 | 133.777312478763 |
| 2023-04-01 | 133.731951567492 |
| 2023-05-01 | 133.998858392774 |
| 2023-06-01 | 134.295079336783 |
| 2023-07-01 | 134.503876068806 |
| 2023-08-01 | 134.861769434256 |
| 2023-09-01 | 135.718883448828 |
| 2023-10-01 | 136.064595626472 |
| 2023-11-01 | 136.048654412512 |
| 2023-12-01 | 136.197728591592 |
| 2024-01-01 | 136.737477906009 |
| 2024-02-01 | 136.802955483568 |
| 2024-03-01 | 136.915408904471 |
| 2024-04-01 | 137.428483648518 |
| 2024-05-01 | 137.461740497704 |
| 2024-06-01 | 137.858795328550 |
| 2024-07-01 | 137.535263388093 |
| 2024-08-01 | 137.512150165562 |
| 2024-09-01 | 137.308310030861 |
| 2024-10-01 | 137.672360783065 |
| 2024-11-01 | 137.904083649921 |
| 2024-12-01 | 138.225282162470 |
| 2025-01-01 | 137.113029990256 |
| 2025-02-01 | 136.568588930477 |
| 2025-03-01 | 136.630629216612 |
| 2025-04-01 | 137.048860241764 |
| 2025-05-01 | 137.067096714292 |
| 2025-06-01 | 136.535152817665 |
| 2025-07-01 | 137.400761823710 |
| 2025-08-01 | 137.064949884417 |
| 2025-09-01 | 136.602005176769 |
| 2025-10-01 | 135.707393763706 |
| 2025-11-01 | 135.133329407672 |
| 2025-12-01 | 135.851598065094 |
| 2026-01-01 | 136.100415426169 |
| 2026-02-01 | 136.157353243108 |
| 2026-03-01 | 136.339844898596 |
| 2026-04-01 | 135.554621118294 |
| 2026-05-01 | 135.467869418966 |
| 2026-06-01 | 135.545414838756 |