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 2026-07-01
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 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 96.1188244682802
1991-05-01 96.2701832671788
1991-06-01 95.9152520304933
1991-07-01 96.1265330318685
1991-08-01 96.2737286631511
1991-09-01 96.6842014240761
1991-10-01 96.3418408989871
1991-11-01 96.2489480835419
1991-12-01 96.2310190872801
1992-01-01 96.1925511915467
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 98.4190573383487
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 97.2268246918640
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
1995-05-01 102.3594866233950
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
1996-05-01 105.2229322924470
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
1996-12-01 106.7504065267420
1997-01-01 107.0077254225630
1997-02-01 107.1535532812590
1997-03-01 107.3683464282240
1997-04-01 107.0943652967230
1997-05-01 107.5818608804630
1997-06-01 107.2717939261840
1997-07-01 107.5284125563310
1997-08-01 107.4447039723440
1997-09-01 107.5659973609170
1997-10-01 107.5712593047290
1997-11-01 107.3830431175010
1997-12-01 107.8466583538730
1998-01-01 108.3258091244710
1998-02-01 108.3753169746580
1998-03-01 108.5475323694140
1998-04-01 108.4925537194590
1998-05-01 108.9761945981260
1998-06-01 108.1215538766530
1998-07-01 108.7587662240340
1998-08-01 108.9478265634450
1998-09-01 108.7477567497710
1998-10-01 109.1682688397710
1998-11-01 109.0214983755650
1998-12-01 109.0434659628440
1999-01-01 108.5078419607840
1999-02-01 108.9092175541190
1999-03-01 108.5807979203600
1999-04-01 109.7036174462300
1999-05-01 109.5306948195750
1999-06-01 109.5018856071990
1999-07-01 109.6103636718970
1999-08-01 109.5579864615740
1999-09-01 108.8379100561280
1999-10-01 109.6049642041940
1999-11-01 110.2846068049170
1999-12-01 110.6942332184530
2000-01-01 112.1319493729230
2000-02-01 111.8544783173130
2000-03-01 112.4122574535300
2000-04-01 112.7636559092580
2000-05-01 112.6129676249050
2000-06-01 113.6302549128120
2000-07-01 112.8605420887050
2000-08-01 113.6803198304910
2000-09-01 113.6961488500100
2000-10-01 113.8800259712250
2000-11-01 114.1028953002210
2000-12-01 114.4332977750120
2001-01-01 115.4557448557710
2001-02-01 115.0483827239020
2001-03-01 114.6871801257320
2001-04-01 115.4769629834950
2001-05-01 115.2213572878130
2001-06-01 116.0821065994720
2001-07-01 115.6714375302000
2001-08-01 115.0929866021220
2001-09-01 115.2563344077350
2001-10-01 114.6689594974440
2001-11-01 114.5776507585440
2001-12-01 114.4702670160980
2002-01-01 114.3988147813840
2002-02-01 114.0422705843610
2002-03-01 114.3744405655780
2002-04-01 113.6194844282460
2002-05-01 113.5883064053590
2002-06-01 113.0399217345950
2002-07-01 113.8069653589220
2002-08-01 113.5250058361450
2002-09-01 113.7210820087770
2002-10-01 113.8397993974350
2002-11-01 113.8760364666150
2002-12-01 114.1422924888270
2003-01-01 113.0125121709310
2003-02-01 112.8073877309170
2003-03-01 112.2180945249860
2003-04-01 112.6698894215700
2003-05-01 112.9002225714200
2003-06-01 112.6232963342140
2003-07-01 113.0842824813800
2003-08-01 113.1702101795600
2003-09-01 112.7271432661710
2003-10-01 113.0941323132970
2003-11-01 112.3024216488720
2003-12-01 112.1270781413220
2004-01-01 111.8985017925750
2004-02-01 112.0239992737120
2004-03-01 112.3215358978090
2004-04-01 112.1875663154450
2004-05-01 112.4340566924080
2004-06-01 112.8889462664490
2004-07-01 112.6688025138230
2004-08-01 113.2211827314420
2004-09-01 113.5836337131820
2004-10-01 113.8971612517150
2004-11-01 114.2667758059110
2004-12-01 114.2708401111810
2005-01-01 113.0234745509450
2005-02-01 113.2844377886880
2005-03-01 113.9103408345950
2005-04-01 113.7906116002450
2005-05-01 113.2371384111010
2005-06-01 113.1487247361960
2005-07-01 112.5737204155960
2005-08-01 112.2717192496920
2005-09-01 112.1668040460130
2005-10-01 111.8236159201020
2005-11-01 111.8610715950970
2005-12-01 111.9187927790390
2006-01-01 112.2276321049190
2006-02-01 112.5313639481500
2006-03-01 112.3187348472750
2006-04-01 112.3464750181850
2006-05-01 112.1408578241160
2006-06-01 112.9234523411540
2006-07-01 112.1142856752220
2006-08-01 112.1356123560300
2006-09-01 112.3608879489780
2006-10-01 112.2951862279250
2006-11-01 111.9754900935660
2006-12-01 112.1893894962750
2007-01-01 112.3316906111150
2007-02-01 111.9529433888760
2007-03-01 111.8880216113250
2007-04-01 112.1888163839730
2007-05-01 112.7523409193880
2007-06-01 112.8543533606100
2007-07-01 112.8013601159650
2007-08-01 112.9153793341490
2007-09-01 112.7562902660830
2007-10-01 113.0574920817000
2007-11-01 113.4914355000900
2007-12-01 113.1521300859370
2008-01-01 113.3649461011990
2008-02-01 113.1878805779240
2008-03-01 112.1600978939220
2008-04-01 112.5001049074810
2008-05-01 112.6651358338320
2008-06-01 112.1945484343980
2008-07-01 112.1474568288670
2008-08-01 112.1911790283080
2008-09-01 112.3709726029090
2008-10-01 111.5484864828250
2008-11-01 110.8917099012070
2008-12-01 110.5334784277520
2009-01-01 109.6259370225280
2009-02-01 109.2142115559690
2009-03-01 109.1133383354710
2009-04-01 108.5872155202110
2009-05-01 107.9906040579920
2009-06-01 107.5844862301970
2009-07-01 107.7381298195110
2009-08-01 107.3668500432610
2009-09-01 107.2756472983430
2009-10-01 106.9500373564270
2009-11-01 106.8857867972670
2009-12-01 107.0034889453570
2010-01-01 107.0198141662040
2010-02-01 107.1635964926240
2010-03-01 107.1784527050680
2010-04-01 107.2576841187890
2010-05-01 106.4157433590160
2010-06-01 107.2013601270660
2010-07-01 107.5388990621390
2010-08-01 107.4278180647150
2010-09-01 107.6844431412360
2010-10-01 108.0833537822490
2010-11-01 108.0863415896940
2010-12-01 108.0870022833690
2011-01-01 108.4102999392940
2011-02-01 108.6195589709360
2011-03-01 108.5854998744780
2011-04-01 108.6311260586600
2011-05-01 108.1156683544430
2011-06-01 108.6727197751650
2011-07-01 108.9741231447150
2011-08-01 108.8393696992600
2011-09-01 109.2036935872950
2011-10-01 109.2938386797340
2011-11-01 109.7804086944060
2011-12-01 110.1780231111030
2012-01-01 110.4937294677100
2012-02-01 110.6999223239250
2012-03-01 111.1550813142420
2012-04-01 111.4578735465670
2012-05-01 111.2979897270640
2012-06-01 111.7152240160970
2012-07-01 111.3913249616470
2012-08-01 111.3861632328540
2012-09-01 112.3222944575390
2012-10-01 112.4106825659100
2012-11-01 112.7667653212240
2012-12-01 112.9801065803470
2013-01-01 113.0589506747010
2013-02-01 113.2948468310680
2013-03-01 113.2445804354420
2013-04-01 113.2166060710710
2013-05-01 113.9948465377830
2013-06-01 113.6844411526120
2013-07-01 113.6398258422960
2013-08-01 113.4803886440550
2013-09-01 113.3121813844190
2013-10-01 113.3951926888200
2013-11-01 113.2301961631890
2013-12-01 113.9651037978240
2014-01-01 112.5396473133660
2014-02-01 113.5870314739090
2014-03-01 113.9054798613460
2014-04-01 114.3218556235150
2014-05-01 114.6729113779360
2014-06-01 114.2770454972820
2014-07-01 114.3728197442160
2014-08-01 114.5795046196130
2014-09-01 114.2585728370310
2014-10-01 115.2559259377500
2014-11-01 114.7074177847980
2014-12-01 114.4216600410120
2015-01-01 113.3114020551660
2015-02-01 114.0529342227830
2015-03-01 113.8070286855540
2015-04-01 114.0623842443290
2015-05-01 114.4389968960620
2015-06-01 114.7126875486460
2015-07-01 115.0257080868650
2015-08-01 114.8912353656530
2015-09-01 114.6777257446780
2015-10-01 114.3814069355400
2015-11-01 114.3412956960930
2015-12-01 114.4705962517200
2016-01-01 114.9764738788010
2016-02-01 115.0946109227070
2016-03-01 115.1690627471640
2016-04-01 115.6545696296640
2016-05-01 115.7916303058110
2016-06-01 115.4580551671110
2016-07-01 115.5482431707890
2016-08-01 115.3465156385300
2016-09-01 116.8497118693590
2016-10-01 116.3982816635330
2016-11-01 116.5653477667720
2016-12-01 116.5168844296000
2017-01-01 116.4234537925750
2017-02-01 116.5263659325460
2017-03-01 116.8134114588140
2017-04-01 116.8693738854730
2017-05-01 116.4913112019900
2017-06-01 116.7102276947280
2017-07-01 116.4833716872400
2017-08-01 116.6024681881160
2017-09-01 116.9798305492920
2017-10-01 117.2001811438640
2017-11-01 117.0725471768430
2017-12-01 117.5686619355680
2018-01-01 117.2884315076910
2018-02-01 117.4791296526130
2018-03-01 117.3850005160130
2018-04-01 116.6906247908190
2018-05-01 116.6793168389870
2018-06-01 116.8185555743260
2018-07-01 116.6701620231600
2018-08-01 116.7865702121570
2018-09-01 116.4022724553710
2018-10-01 116.3180021473360
2018-11-01 116.4169520742290
2018-12-01 116.1947782557460
2019-01-01 116.4913145919850
2019-02-01 116.4520322888610
2019-03-01 116.6919444055950
2019-04-01 116.7902970527570
2019-05-01 116.8949118238740
2019-06-01 116.7191539056460
2019-07-01 116.8024588486110
2019-08-01 116.4555575799990
2019-09-01 116.4444441414810
2019-10-01 116.4885993600580
2019-11-01 116.6090583794950
2019-12-01 116.1131845957690
2020-01-01 117.2100732975770
2020-02-01 117.0548628343460
2020-03-01 115.7426565567940
2020-04-01 94.4391179998208
2020-05-01 100.5249338961490
2020-06-01 106.2775381560660
2020-07-01 108.0816284398280
2020-08-01 109.3716071823050
2020-09-01 110.0015732724090
2020-10-01 110.8065257352510
2020-11-01 110.6603570255470
2020-12-01 110.5341575807290
2021-01-01 111.4284734253100
2021-02-01 111.7534878660990
2021-03-01 112.1218740021430
2021-04-01 112.6293161700140
2021-05-01 112.9939468182750
2021-06-01 113.4279602292060
2021-07-01 113.3545440634760
2021-08-01 113.4836929125920
2021-09-01 112.6885873253040
2021-10-01 114.0617419745290
2021-11-01 114.5424689241950
2021-12-01 114.8485571454320
2022-01-01 114.3513809370280
2022-02-01 114.6711652463640
2022-03-01 114.7928001432380
2022-04-01 114.7759238276440
2022-05-01 114.7327460566280
2022-06-01 114.2573691401560
2022-07-01 114.4215843153030
2022-08-01 113.9245182040550
2022-09-01 113.6014108035230
2022-10-01 113.2425664365760
2022-11-01 113.2276453775500
2022-12-01 113.9499360845590
2023-01-01 114.2813169606320
2023-02-01 114.4761280860390
2023-03-01 114.6322987641700
2023-04-01 114.6297879799900
2023-05-01 114.8909352728900
2023-06-01 115.1914070463610
2023-07-01 115.2985082279440
2023-08-01 115.5223833304170
2023-09-01 116.4282897884230
2023-10-01 116.8380317171070
2023-11-01 116.8106467120190
2023-12-01 116.8577709264210
2024-01-01 117.3903580779970
2024-02-01 117.5881868251880
2024-03-01 117.5467149477280
2024-04-01 118.1096108752660
2024-05-01 118.1618109041360
2024-06-01 118.3327640106530
2024-07-01 118.2983676093500
2024-08-01 118.3222282776850
2024-09-01 118.1417482152620
2024-10-01 118.4001636660440
2024-11-01 118.6584192509180
2024-12-01 118.8942336540930
2025-01-01 117.9870528403230
2025-02-01 117.7913165595140
2025-03-01 117.8587996820820
2025-04-01 117.9063772607710
2025-05-01 117.9684500971410
2025-06-01 117.6877091439890
2025-07-01 118.0384370467980
2025-08-01 118.2865293798650
2025-09-01 117.9484300789220
2025-10-01 116.8327173524700
2025-11-01 116.3830989675930
2025-12-01 117.1223492241240
2026-01-01 117.3903016479680
2026-02-01 117.5050014548980
2026-03-01 117.5625772817940
2026-04-01 116.8168259025740
2026-05-01 117.1726706845100
2026-06-01 117.5612906886410
2026-07-01 117.3985806659310

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