Table Data - All Employees: Private Service Providing in Canton-Massillon, OH (MSA)

Title All Employees: Private Service Providing in Canton-Massillon, OH (MSA)
Series ID SMU39159400800000001SA
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 94.3559479991331
1990-02-01 94.0474618166729
1990-03-01 94.5354489906355
1990-04-01 94.5092745838228
1990-05-01 94.7422862297873
1990-06-01 95.8428895944411
1990-07-01 95.7784227884509
1990-08-01 95.8552817510858
1990-09-01 95.8206445304282
1990-10-01 95.5433036081549
1990-11-01 95.6570004490784
1990-12-01 95.7461693446460
1991-01-01 95.8600590715219
1991-02-01 95.8921026205749
1991-03-01 95.6845021690897
1991-04-01 96.1188244682801
1991-05-01 96.2701832671788
1991-06-01 95.9152520304934
1991-07-01 96.1265330318685
1991-08-01 96.2737286631511
1991-09-01 96.6842014240762
1991-10-01 96.3418408989871
1991-11-01 96.2489480835419
1991-12-01 96.2310190872801
1992-01-01 96.1925511915466
1992-02-01 96.2839685650628
1992-03-01 96.3875441176490
1992-04-01 96.7365503059050
1992-05-01 97.1098949395917
1992-06-01 96.8875591279424
1992-07-01 97.1093494218906
1992-08-01 97.0234029327755
1992-09-01 96.7708008793130
1992-10-01 98.4190573383486
1992-11-01 97.9274427909910
1992-12-01 97.8869293158372
1993-01-01 97.9360222230991
1993-02-01 97.6861713710568
1993-03-01 97.4582651572874
1993-04-01 97.6714588159639
1993-05-01 97.4738771627996
1993-06-01 97.2268246918641
1993-07-01 98.0964906087376
1993-08-01 98.3912435290263
1993-09-01 98.2604267023601
1993-10-01 98.3871209341760
1993-11-01 98.1881029951745
1993-12-01 98.7329753576384
1994-01-01 99.7861050223865
1994-02-01 100.0190411178720
1994-03-01 100.4373149398020
1994-04-01 99.9164999396685
1994-05-01 100.0340319887310
1994-06-01 100.2760069257980
1994-07-01 99.6453406947098
1994-08-01 99.0392736896304
1994-09-01 99.7159166937213
1994-10-01 100.3578323367960
1994-11-01 100.8864896544510
1994-12-01 101.1950412599410
1995-01-01 101.1179356392160
1995-02-01 101.8067939670770
1995-03-01 102.2461335338080
1995-04-01 102.1586529051560
1995-05-01 102.3594866233960
1995-06-01 102.7268781974570
1995-07-01 102.3441561504240
1995-08-01 103.5567097326610
1995-09-01 104.1584230960670
1995-10-01 104.4499602072870
1995-11-01 104.5969479489180
1995-12-01 104.7622105140280
1996-01-01 104.6754178474380
1996-02-01 104.4162219253280
1996-03-01 104.7328483832810
1996-04-01 105.1606005321210
1996-05-01 105.2229322924480
1996-06-01 106.0098917475990
1996-07-01 105.9855217582580
1996-08-01 106.2557662277190
1996-09-01 106.5595358375240
1996-10-01 106.6952451419800
1996-11-01 106.8443349297320
1996-12-01 106.7504065267430
1997-01-01 107.0077254225630
1997-02-01 107.1535532812590
1997-03-01 107.3683464282230
1997-04-01 107.0943652967230
1997-05-01 107.5818608804630
1997-06-01 107.2717939261840
1997-07-01 107.5284125563310
1997-08-01 107.4447039723430
1997-09-01 107.5659973609170
1997-10-01 107.5712593047280
1997-11-01 107.3830431175000
1997-12-01 107.8466583538730
1998-01-01 108.3258091244740
1998-02-01 108.3753169746570
1998-03-01 108.5475323694130
1998-04-01 108.4925537194580
1998-05-01 108.9761945981260
1998-06-01 108.1215538766560
1998-07-01 108.7587662240330
1998-08-01 108.9478265634450
1998-09-01 108.7477567497700
1998-10-01 109.1682688397700
1998-11-01 109.0214983755650
1998-12-01 109.0434659628430
1999-01-01 108.5078419607900
1999-02-01 108.9092175541170
1999-03-01 108.5807979203570
1999-04-01 109.7036174462290
1999-05-01 109.5306948195750
1999-06-01 109.5018856072060
1999-07-01 109.6103636718970
1999-08-01 109.5579864615730
1999-09-01 108.8379100561260
1999-10-01 109.6049642041910
1999-11-01 110.2846068049160
1999-12-01 110.6942332184510
2000-01-01 112.1319493729350
2000-02-01 111.8544783173150
2000-03-01 112.4122574535190
2000-04-01 112.7636559092590
2000-05-01 112.6129676249070
2000-06-01 113.6302549128230
2000-07-01 112.8605420887030
2000-08-01 113.6803198304870
2000-09-01 113.6961488500020
2000-10-01 113.8800259712080
2000-11-01 114.1028953002200
2000-12-01 114.4332977750160
2001-01-01 115.4557448557990
2001-02-01 115.0483827239230
2001-03-01 114.6871801257190
2001-04-01 115.4769629834860
2001-05-01 115.2213572877900
2001-06-01 116.0821065994630
2001-07-01 115.6714375301970
2001-08-01 115.0929866021360
2001-09-01 115.2563344077730
2001-10-01 114.6689594974550
2001-11-01 114.5776507585410
2001-12-01 114.4702670160540
2002-01-01 114.3988147813910
2002-02-01 114.0422705843890
2002-03-01 114.3744405655310
2002-04-01 113.6194844282230
2002-05-01 113.5883064053130
2002-06-01 113.0399217345650
2002-07-01 113.8069653589550
2002-08-01 113.5250058362510
2002-09-01 113.7210820089530
2002-10-01 113.8397993975240
2002-11-01 113.8760364665670
2002-12-01 114.1422924886410
2003-01-01 113.0125121708130
2003-02-01 112.8073877308630
2003-03-01 112.2180945249030
2003-04-01 112.6698894216210
2003-05-01 112.9002225714940
2003-06-01 112.6232963337240
2003-07-01 113.0842824816670
2003-08-01 113.1702101799610
2003-09-01 112.7271432664450
2003-10-01 113.0941323133740
2003-11-01 112.3024216489470
2003-12-01 112.1270781415670
2004-01-01 111.8985017907880
2004-02-01 112.0239992747000
2004-03-01 112.3215358984790
2004-04-01 112.1875663156140
2004-05-01 112.4340566920210
2004-06-01 112.8889462647050
2004-07-01 112.6688025134620
2004-08-01 113.2211827314560
2004-09-01 113.5836337134670
2004-10-01 113.8971612523610
2004-11-01 114.2667758054280
2004-12-01 114.2708401138330
2005-01-01 113.0234745503930
2005-02-01 113.2844377936260
2005-03-01 113.9103408364400
2005-04-01 113.7906115985370
2005-05-01 113.2371384062380
2005-06-01 113.1487247290110
2005-07-01 112.5737204117620
2005-08-01 112.2717192480840
2005-09-01 112.1668040493290
2005-10-01 111.8236159216600
2005-11-01 111.8610715958120
2005-12-01 111.9187927885560
2006-01-01 112.2276321134240
2006-02-01 112.5313639623540
2006-03-01 112.3187348504150
2006-04-01 112.3464750107580
2006-05-01 112.1408578107210
2006-06-01 112.9234522989220
2006-07-01 112.1142856715820
2006-08-01 112.1356123585260
2006-09-01 112.3608879596710
2006-10-01 112.2951862321850
2006-11-01 111.9754901021370
2006-12-01 112.1893895219720
2007-01-01 112.3316906367420
2007-02-01 111.9529434190700
2007-03-01 111.8880216279040
2007-04-01 112.1888163875760
2007-05-01 112.7523408044480
2007-06-01 112.8543532955360
2007-07-01 112.8013601123860
2007-08-01 112.9153793261530
2007-09-01 112.7562902665130
2007-10-01 113.0574920868190
2007-11-01 113.4914355454100
2007-12-01 113.1521301847070
2008-01-01 113.3649462332570
2008-02-01 113.1878806951490
2008-03-01 112.1600979240920
2008-04-01 112.5001048424130
2008-05-01 112.6651353664130
2008-06-01 112.1945482750430
2008-07-01 112.1474568349800
2008-08-01 112.1911790903900
2008-09-01 112.3709726979950
2008-10-01 111.5484865705320
2008-11-01 110.8917100294720
2008-12-01 110.5334786124130
2009-01-01 109.6259372947620
2009-02-01 109.2142117803630
2009-03-01 109.1133383318800
2009-04-01 108.5872152566640
2009-05-01 107.9906030564650
2009-06-01 107.5844858413270
2009-07-01 107.7381297907100
2009-08-01 107.3668504515550
2009-09-01 107.2756476826550
2009-10-01 106.9500376323240
2009-11-01 106.8857870827920
2009-12-01 107.0034892167310
2010-01-01 107.0198142676920
2010-02-01 107.1635966510380
2010-03-01 107.1784531064280
2010-04-01 107.2576847408620
2010-05-01 106.4157386855650
2010-06-01 107.2013605261590
2010-07-01 107.5388995330550
2010-08-01 107.4278190055010
2010-09-01 107.6844440030740
2010-10-01 108.0833548301140
2010-11-01 108.0863425818840
2010-12-01 108.0870029070970
2011-01-01 108.4102985304730
2011-02-01 108.6195591215100
2011-03-01 108.5854998924250
2011-04-01 108.6311257511610
2011-05-01 108.1156617448220
2011-06-01 108.6727196936040
2011-07-01 108.9741243560310
2011-08-01 108.8393725115140
2011-09-01 109.2036961408190
2011-10-01 109.2938428270900
2011-11-01 109.7804102916650
2011-12-01 110.1780240220880
2012-01-01 110.4937235844460
2012-02-01 110.6999222510200
2012-03-01 111.1550801293160
2012-04-01 111.4578708640470
2012-05-01 111.2979797582820
2012-06-01 111.7152231283050
2012-07-01 111.3913284049570
2012-08-01 111.3861706085260
2012-09-01 112.3223016760150
2012-10-01 112.4106914546180
2012-11-01 112.7667671180630
2012-12-01 112.9801062732840
2013-01-01 113.0589395741370
2013-02-01 113.2948456395920
2013-03-01 113.2445753674470
2013-04-01 113.2165985135090
2013-05-01 113.9948359968150
2013-06-01 113.6844345413820
2013-07-01 113.6398211989080
2013-08-01 113.4804180314920
2013-09-01 113.3122094757240
2013-10-01 113.3951960516850
2013-11-01 113.2301935312440
2013-12-01 113.9651006668770
2014-01-01 112.5396295566680
2014-02-01 113.5870250520130
2014-03-01 113.9054683149140
2014-04-01 114.3218414715660
2014-05-01 114.6728958473930
2014-06-01 114.2770354402960
2014-07-01 114.3728134110330
2014-08-01 114.5795675225740
2014-09-01 114.2586377430510
2014-10-01 115.2559370975680
2014-11-01 114.7074180948990
2014-12-01 114.4216515690050
2015-01-01 113.3113669433720
2015-02-01 114.0528943800290
2015-03-01 113.8069684381490
2015-04-01 114.0623194773770
2015-05-01 114.4389560335850
2015-06-01 114.7126838055870
2015-07-01 115.0257455341940
2015-08-01 114.8913970814910
2015-09-01 114.6778903515530
2015-10-01 114.3814694320190
2015-11-01 114.3413129588750
2015-12-01 114.4705683590940
2016-01-01 114.9763802552990
2016-02-01 115.0944666959500
2016-03-01 115.1688629738250
2016-04-01 115.6543653659540
2016-05-01 115.7915099680650
2016-06-01 115.4580816171860
2016-07-01 115.5484313023450
2016-08-01 115.3468846071680
2016-09-01 116.8500674309630
2016-10-01 116.3985018960960
2016-11-01 116.5654885465870
2016-12-01 116.5167204315100
2017-01-01 116.4231674389190
2017-02-01 116.5260710276500
2017-03-01 116.8131455019310
2017-04-01 116.8686619002850
2017-05-01 116.4909072908670
2017-06-01 116.7103430061580
2017-07-01 116.4840585862890
2017-08-01 116.6032359238590
2017-09-01 116.9803524467610
2017-10-01 117.2007492725080
2017-11-01 117.0726443220150
2017-12-01 117.5684890876830
2018-01-01 117.2877966936140
2018-02-01 117.4785902707220
2018-03-01 117.3846060394860
2018-04-01 116.6893697181330
2018-05-01 116.6786140142080
2018-06-01 116.8187808708280
2018-07-01 116.6713887661900
2018-08-01 116.7877322413410
2018-09-01 116.4030568665470
2018-10-01 116.3189024493810
2018-11-01 116.4169867725910
2018-12-01 116.1945837129060
2019-01-01 116.4903283194230
2019-02-01 116.4512668347950
2019-03-01 116.6914709214090
2019-04-01 116.7885667805020
2019-05-01 116.8939618410560
2019-06-01 116.7194783781870
2019-07-01 116.8041455413920
2019-08-01 116.4569904745000
2019-09-01 116.4453749475080
2019-10-01 116.4897278620520
2019-11-01 116.6089147691520
2019-12-01 116.1130363275270
2020-01-01 117.2087730146220
2020-02-01 117.0538329776550
2020-03-01 115.7420352847990
2020-04-01 94.4374317698484
2020-05-01 100.5242283427360
2020-06-01 106.2782796013370
2020-07-01 108.0837414271330
2020-08-01 109.3729221508560
2020-09-01 110.0025819915600
2020-10-01 110.8075508273650
2020-11-01 110.6600773727210
2020-12-01 110.5335476850490
2021-01-01 111.4263716859330
2021-02-01 111.7514315421660
2021-03-01 112.1205291281360
2021-04-01 112.6279081405030
2021-05-01 112.9946234499840
2021-06-01 113.4307206564770
2021-07-01 113.3585299082480
2021-08-01 113.4856942697020
2021-09-01 112.6894241772950
2021-10-01 114.0616385670370
2021-11-01 114.5406561645170
2021-12-01 114.8478461103620
2022-01-01 114.3462996519880
2022-02-01 114.6656871328000
2022-03-01 114.7887983739820
2022-04-01 114.7750647858630
2022-05-01 114.7371332656880
2022-06-01 114.2657615352740
2022-07-01 114.4325537504620
2022-08-01 113.9291390181860
2022-09-01 113.6044628467610
2022-10-01 113.2325575659020
2022-11-01 113.2239860730130
2022-12-01 113.9494794537860
2023-01-01 114.2711227617970
2023-02-01 114.4621141895470
2023-03-01 114.6151732676500
2023-04-01 114.6463238382030
2023-05-01 114.8840420910640
2023-06-01 115.2238224502950
2023-07-01 115.3201434343000
2023-08-01 115.5321229279830
2023-09-01 116.4345034916830
2023-10-01 116.8138631478720
2023-11-01 116.8010543686450
2023-12-01 116.8534701032630
2024-01-01 117.3723021291670
2024-02-01 117.5642872683760
2024-03-01 117.5158024284260
2024-04-01 118.1423104545080
2024-05-01 118.1436824983340
2024-06-01 118.3948095865770
2024-07-01 118.3388238645790
2024-08-01 118.3367995484740
2024-09-01 118.1513678951220
2024-10-01 118.3584923544300
2024-11-01 118.6418716302740
2024-12-01 118.8841447697710
2025-01-01 117.9609391714840
2025-02-01 117.7572073305970
2025-03-01 117.8123593742170
2025-04-01 117.9587019495370
2025-05-01 117.9334690298640
2025-06-01 117.7814128364920
2025-07-01 118.1007347836540
2025-08-01 118.3050249949590
2025-09-01 117.9594666108530
2025-10-01 116.7784230494720
2025-11-01 116.3579214477550
2025-12-01 117.1051343486300
2026-01-01 117.3568723336980
2026-02-01 117.4642713385340
2026-03-01 117.5084647989370
2026-04-01 116.8758419278220

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