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 2026-05-01 |
| Last Updated | 2026-06-24 10:12 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 | 127.901687581586 |
| 1998-07-01 | 128.482846738230 |
| 1998-08-01 | 129.042147844877 |
| 1998-09-01 | 128.794614427009 |
| 1998-10-01 | 129.374394854468 |
| 1998-11-01 | 129.252325757458 |
| 1998-12-01 | 129.320774481673 |
| 1999-01-01 | 128.481137057097 |
| 1999-02-01 | 129.289837757805 |
| 1999-03-01 | 128.970127712123 |
| 1999-04-01 | 129.914622737133 |
| 1999-05-01 | 129.788249773301 |
| 1999-06-01 | 129.740449044166 |
| 1999-07-01 | 129.948422770439 |
| 1999-08-01 | 130.000198900097 |
| 1999-09-01 | 129.318589242831 |
| 1999-10-01 | 130.403708344802 |
| 1999-11-01 | 131.219759204028 |
| 1999-12-01 | 131.538849838100 |
| 2000-01-01 | 132.927694527105 |
| 2000-02-01 | 132.550630019521 |
| 2000-03-01 | 133.199558427384 |
| 2000-04-01 | 133.653012603374 |
| 2000-05-01 | 133.879084368352 |
| 2000-06-01 | 134.132812668626 |
| 2000-07-01 | 133.788752128169 |
| 2000-08-01 | 134.225972702751 |
| 2000-09-01 | 134.193574129514 |
| 2000-10-01 | 134.468689939564 |
| 2000-11-01 | 134.775413965533 |
| 2000-12-01 | 135.054039947726 |
| 2001-01-01 | 136.276652465614 |
| 2001-02-01 | 135.976442912907 |
| 2001-03-01 | 135.546948754479 |
| 2001-04-01 | 136.362248239339 |
| 2001-05-01 | 135.989842639830 |
| 2001-06-01 | 136.759000504629 |
| 2001-07-01 | 136.801539590929 |
| 2001-08-01 | 136.115177386086 |
| 2001-09-01 | 136.361740256690 |
| 2001-10-01 | 135.722191027050 |
| 2001-11-01 | 135.801603801347 |
| 2001-12-01 | 135.881196215425 |
| 2002-01-01 | 135.849170667263 |
| 2002-02-01 | 135.517708426188 |
| 2002-03-01 | 135.793550296865 |
| 2002-04-01 | 134.985736944213 |
| 2002-05-01 | 135.066561484360 |
| 2002-06-01 | 134.222327008833 |
| 2002-07-01 | 135.427531553018 |
| 2002-08-01 | 135.214838511107 |
| 2002-09-01 | 135.426956287210 |
| 2002-10-01 | 135.255206619956 |
| 2002-11-01 | 135.250063064303 |
| 2002-12-01 | 135.178173143476 |
| 2003-01-01 | 134.351245472409 |
| 2003-02-01 | 134.121943415607 |
| 2003-03-01 | 133.504483999419 |
| 2003-04-01 | 134.030238250976 |
| 2003-05-01 | 134.070486238304 |
| 2003-06-01 | 133.911051175003 |
| 2003-07-01 | 134.447256301506 |
| 2003-08-01 | 134.630700893539 |
| 2003-09-01 | 134.115105445994 |
| 2003-10-01 | 134.374049297314 |
| 2003-11-01 | 133.785749803635 |
| 2003-12-01 | 133.599790692859 |
| 2004-01-01 | 133.295612260631 |
| 2004-02-01 | 133.593107909922 |
| 2004-03-01 | 134.004709171445 |
| 2004-04-01 | 133.734261175131 |
| 2004-05-01 | 133.984049013833 |
| 2004-06-01 | 134.219537707208 |
| 2004-07-01 | 133.956304147168 |
| 2004-08-01 | 134.546309196656 |
| 2004-09-01 | 134.754087990040 |
| 2004-10-01 | 135.267749327789 |
| 2004-11-01 | 135.828477382956 |
| 2004-12-01 | 135.394232936757 |
| 2005-01-01 | 134.666984476894 |
| 2005-02-01 | 134.778031946635 |
| 2005-03-01 | 135.115866459408 |
| 2005-04-01 | 135.039458091598 |
| 2005-05-01 | 134.456648073286 |
| 2005-06-01 | 134.120983168534 |
| 2005-07-01 | 133.790617870348 |
| 2005-08-01 | 133.366253186659 |
| 2005-09-01 | 133.304275749462 |
| 2005-10-01 | 133.001254844310 |
| 2005-11-01 | 133.191098094630 |
| 2005-12-01 | 133.092125181874 |
| 2006-01-01 | 133.726698441719 |
| 2006-02-01 | 133.720465840314 |
| 2006-03-01 | 133.377457833709 |
| 2006-04-01 | 133.494986595722 |
| 2006-05-01 | 133.337572445641 |
| 2006-06-01 | 133.734123143056 |
| 2006-07-01 | 133.028391748890 |
| 2006-08-01 | 132.994634975327 |
| 2006-09-01 | 133.378792386407 |
| 2006-10-01 | 133.101415531416 |
| 2006-11-01 | 133.087048847643 |
| 2006-12-01 | 133.017104864590 |
| 2007-01-01 | 133.363858260127 |
| 2007-02-01 | 132.703547365909 |
| 2007-03-01 | 132.717126376896 |
| 2007-04-01 | 132.749306751195 |
| 2007-05-01 | 133.474775115701 |
| 2007-06-01 | 133.251244020077 |
| 2007-07-01 | 133.609690193751 |
| 2007-08-01 | 133.840412399446 |
| 2007-09-01 | 133.555625926365 |
| 2007-10-01 | 133.789400667155 |
| 2007-11-01 | 134.193533912963 |
| 2007-12-01 | 134.007107469063 |
| 2008-01-01 | 134.065008747823 |
| 2008-02-01 | 134.009810617144 |
| 2008-03-01 | 132.845261601782 |
| 2008-04-01 | 133.252979856653 |
| 2008-05-01 | 133.335883475928 |
| 2008-06-01 | 132.583719275715 |
| 2008-07-01 | 132.935252488554 |
| 2008-08-01 | 133.160616256973 |
| 2008-09-01 | 132.782333806664 |
| 2008-10-01 | 132.186659678996 |
| 2008-11-01 | 131.408038016007 |
| 2008-12-01 | 131.006126569988 |
| 2009-01-01 | 129.914516424417 |
| 2009-02-01 | 129.901004584543 |
| 2009-03-01 | 129.525922128892 |
| 2009-04-01 | 129.224461191845 |
| 2009-05-01 | 128.707264122779 |
| 2009-06-01 | 127.685766378393 |
| 2009-07-01 | 128.010206169896 |
| 2009-08-01 | 127.599585959498 |
| 2009-09-01 | 127.496286498999 |
| 2009-10-01 | 127.466710677631 |
| 2009-11-01 | 127.318718736941 |
| 2009-12-01 | 127.385578983764 |
| 2010-01-01 | 127.715423414176 |
| 2010-02-01 | 127.637879194186 |
| 2010-03-01 | 127.714053727090 |
| 2010-04-01 | 127.762969909228 |
| 2010-05-01 | 127.628079292695 |
| 2010-06-01 | 127.932478978645 |
| 2010-07-01 | 128.415116783651 |
| 2010-08-01 | 128.026068608571 |
| 2010-09-01 | 128.144025313147 |
| 2010-10-01 | 128.573531641171 |
| 2010-11-01 | 128.625526381921 |
| 2010-12-01 | 128.778271965386 |
| 2011-01-01 | 128.792078793475 |
| 2011-02-01 | 128.994705685167 |
| 2011-03-01 | 129.138432563180 |
| 2011-04-01 | 129.228116223256 |
| 2011-05-01 | 128.797658507654 |
| 2011-06-01 | 128.611803400051 |
| 2011-07-01 | 129.380017753452 |
| 2011-08-01 | 129.525034274461 |
| 2011-09-01 | 129.794813134747 |
| 2011-10-01 | 129.771017860033 |
| 2011-11-01 | 130.188545262716 |
| 2011-12-01 | 130.557764157958 |
| 2012-01-01 | 130.774299615936 |
| 2012-02-01 | 131.196893760990 |
| 2012-03-01 | 131.531721438237 |
| 2012-04-01 | 131.665902439482 |
| 2012-05-01 | 131.735990062765 |
| 2012-06-01 | 131.644809607837 |
| 2012-07-01 | 131.738615158297 |
| 2012-08-01 | 131.830381739999 |
| 2012-09-01 | 132.647822998764 |
| 2012-10-01 | 132.697701335092 |
| 2012-11-01 | 133.053757927918 |
| 2012-12-01 | 133.157100572670 |
| 2013-01-01 | 133.327156765969 |
| 2013-02-01 | 133.502092998069 |
| 2013-03-01 | 133.319559489628 |
| 2013-04-01 | 133.457968308534 |
| 2013-05-01 | 134.090762825873 |
| 2013-06-01 | 133.692685820069 |
| 2013-07-01 | 133.641148637784 |
| 2013-08-01 | 133.605965806901 |
| 2013-09-01 | 133.149804231428 |
| 2013-10-01 | 133.392280882845 |
| 2013-11-01 | 133.100680733761 |
| 2013-12-01 | 134.045811687583 |
| 2014-01-01 | 132.488250381592 |
| 2014-02-01 | 133.398006033710 |
| 2014-03-01 | 133.774529289963 |
| 2014-04-01 | 134.193035446962 |
| 2014-05-01 | 134.643784272292 |
| 2014-06-01 | 134.444935919379 |
| 2014-07-01 | 134.223748315956 |
| 2014-08-01 | 134.589853095769 |
| 2014-09-01 | 134.322740340502 |
| 2014-10-01 | 135.269231191579 |
| 2014-11-01 | 134.777806665140 |
| 2014-12-01 | 134.417110819776 |
| 2015-01-01 | 132.727117800579 |
| 2015-02-01 | 133.952468396332 |
| 2015-03-01 | 133.525432204999 |
| 2015-04-01 | 133.967911286768 |
| 2015-05-01 | 134.322208166808 |
| 2015-06-01 | 134.644555707873 |
| 2015-07-01 | 135.005552991514 |
| 2015-08-01 | 134.905653490628 |
| 2015-09-01 | 134.672243649065 |
| 2015-10-01 | 134.309103464979 |
| 2015-11-01 | 134.309361241398 |
| 2015-12-01 | 134.360663593787 |
| 2016-01-01 | 135.080514312808 |
| 2016-02-01 | 135.083829923437 |
| 2016-03-01 | 135.227585643675 |
| 2016-04-01 | 135.569549429349 |
| 2016-05-01 | 135.716886564189 |
| 2016-06-01 | 135.504487143442 |
| 2016-07-01 | 135.398849216026 |
| 2016-08-01 | 135.046539582610 |
| 2016-09-01 | 137.170667710197 |
| 2016-10-01 | 136.549184242918 |
| 2016-11-01 | 136.645151022787 |
| 2016-12-01 | 136.815862039429 |
| 2017-01-01 | 136.728539764868 |
| 2017-02-01 | 136.877774764956 |
| 2017-03-01 | 137.207197525265 |
| 2017-04-01 | 137.196779022727 |
| 2017-05-01 | 136.867003208706 |
| 2017-06-01 | 137.214970036941 |
| 2017-07-01 | 136.665162610991 |
| 2017-08-01 | 136.807876873096 |
| 2017-09-01 | 137.393106617218 |
| 2017-10-01 | 137.534641935699 |
| 2017-11-01 | 137.563828436326 |
| 2017-12-01 | 137.992072850111 |
| 2018-01-01 | 137.711661544343 |
| 2018-02-01 | 137.921140229542 |
| 2018-03-01 | 137.851243493105 |
| 2018-04-01 | 137.010158068340 |
| 2018-05-01 | 137.003231845403 |
| 2018-06-01 | 137.106414886160 |
| 2018-07-01 | 136.720401837776 |
| 2018-08-01 | 136.983460111909 |
| 2018-09-01 | 136.392228588390 |
| 2018-10-01 | 136.447052993268 |
| 2018-11-01 | 136.515323175826 |
| 2018-12-01 | 136.353035101274 |
| 2019-01-01 | 136.538647765319 |
| 2019-02-01 | 136.506391302931 |
| 2019-03-01 | 136.860453955761 |
| 2019-04-01 | 137.015105778062 |
| 2019-05-01 | 137.074701153626 |
| 2019-06-01 | 136.437075613814 |
| 2019-07-01 | 136.920348390793 |
| 2019-08-01 | 136.620840529509 |
| 2019-09-01 | 136.499031936356 |
| 2019-10-01 | 136.623679146282 |
| 2019-11-01 | 136.816538504266 |
| 2019-12-01 | 136.401623328687 |
| 2020-01-01 | 137.582835552752 |
| 2020-02-01 | 137.250350691054 |
| 2020-03-01 | 135.944257604800 |
| 2020-04-01 | 113.864109370869 |
| 2020-05-01 | 119.651652659060 |
| 2020-06-01 | 125.913406773093 |
| 2020-07-01 | 127.565430821773 |
| 2020-08-01 | 129.177702541125 |
| 2020-09-01 | 129.608963820144 |
| 2020-10-01 | 129.982920832036 |
| 2020-11-01 | 129.778779094559 |
| 2020-12-01 | 129.848924526705 |
| 2021-01-01 | 130.612377465660 |
| 2021-02-01 | 130.783006832429 |
| 2021-03-01 | 131.366236229551 |
| 2021-04-01 | 131.980520914006 |
| 2021-05-01 | 132.169519363567 |
| 2021-06-01 | 133.314857841026 |
| 2021-07-01 | 132.965307075537 |
| 2021-08-01 | 132.936320031937 |
| 2021-09-01 | 132.248234450491 |
| 2021-10-01 | 133.267862173602 |
| 2021-11-01 | 133.772124366130 |
| 2021-12-01 | 134.285957172998 |
| 2022-01-01 | 133.535494490558 |
| 2022-02-01 | 133.835816914260 |
| 2022-03-01 | 134.094413370606 |
| 2022-04-01 | 134.034969012821 |
| 2022-05-01 | 134.024608310665 |
| 2022-06-01 | 133.804109199203 |
| 2022-07-01 | 133.709255832477 |
| 2022-08-01 | 133.319701201375 |
| 2022-09-01 | 132.806857083035 |
| 2022-10-01 | 132.511952034306 |
| 2022-11-01 | 132.559049930737 |
| 2022-12-01 | 133.300010531526 |
| 2023-01-01 | 133.457056772708 |
| 2023-02-01 | 133.651398719928 |
| 2023-03-01 | 133.777427734563 |
| 2023-04-01 | 133.715176615172 |
| 2023-05-01 | 133.966384354914 |
| 2023-06-01 | 134.299489685888 |
| 2023-07-01 | 134.497518171275 |
| 2023-08-01 | 134.865377547239 |
| 2023-09-01 | 135.710036317057 |
| 2023-10-01 | 136.065237345933 |
| 2023-11-01 | 136.054190357368 |
| 2023-12-01 | 136.207960873066 |
| 2024-01-01 | 136.750669045900 |
| 2024-02-01 | 136.855666821101 |
| 2024-03-01 | 136.920156076955 |
| 2024-04-01 | 137.401175824260 |
| 2024-05-01 | 137.394382611604 |
| 2024-06-01 | 137.865822846025 |
| 2024-07-01 | 137.526512153882 |
| 2024-08-01 | 137.520402565926 |
| 2024-09-01 | 137.296436062515 |
| 2024-10-01 | 137.675068983896 |
| 2024-11-01 | 137.913359153644 |
| 2024-12-01 | 138.241514524896 |
| 2025-01-01 | 137.135880401457 |
| 2025-02-01 | 136.638489544513 |
| 2025-03-01 | 136.639693842105 |
| 2025-04-01 | 137.014018211658 |
| 2025-05-01 | 136.960752988006 |
| 2025-06-01 | 136.544182768360 |
| 2025-07-01 | 137.391860843919 |
| 2025-08-01 | 137.076622404833 |
| 2025-09-01 | 136.590696905545 |
| 2025-10-01 | 135.713202054837 |
| 2025-11-01 | 135.146497914003 |
| 2025-12-01 | 135.873186619424 |
| 2026-01-01 | 136.130386741853 |
| 2026-02-01 | 136.241515840129 |
| 2026-03-01 | 136.353972722518 |
| 2026-04-01 | 135.518291937702 |
| 2026-05-01 | 135.934079144290 |