Table Data - All Employees: Service-Providing in South Bend-Mishawaka, IN-MI (MSA)

Title All Employees: Service-Providing in South Bend-Mishawaka, IN-MI (MSA)
Series ID SMU18437800700000001SA
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 2025-12-01
Last Updated 2026-01-28 3:01 AM CST
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 97.5776575017495
1990-02-01 98.0051892034566
1990-03-01 98.4379948441320
1990-04-01 98.0425471548743
1990-05-01 98.8087892406899
1990-06-01 97.9507052239016
1990-07-01 98.5367732216244
1990-08-01 98.4125181034988
1990-09-01 98.2022497303402
1990-10-01 97.6709930722893
1990-11-01 97.3929548074819
1990-12-01 97.6455042422008
1991-01-01 97.8003154957189
1991-02-01 97.6381752806769
1991-03-01 97.8554752772667
1991-04-01 97.8753265609159
1991-05-01 98.3020064024153
1991-06-01 98.5223129244168
1991-07-01 98.1390686830600
1991-08-01 98.2163982582536
1991-09-01 98.5394545669568
1991-10-01 97.8928772941142
1991-11-01 98.2136804317762
1991-12-01 98.1416912822279
1992-01-01 98.5808300826190
1992-02-01 98.7492387667080
1992-03-01 99.3777673011177
1992-04-01 97.2954550191685
1992-05-01 98.0420856827327
1992-06-01 98.9125558765101
1992-07-01 99.3732282331819
1992-08-01 99.5158296547039
1992-09-01 99.6946466654916
1992-10-01 101.1489572752670
1992-11-01 100.9382478211630
1992-12-01 100.9054806546070
1993-01-01 101.1821004109020
1993-02-01 101.2297766056760
1993-03-01 101.3839367039700
1993-04-01 102.2980069581000
1993-05-01 103.2155344366380
1993-06-01 101.7589573244660
1993-07-01 102.0239363116290
1993-08-01 102.6580360894850
1993-09-01 103.5796888415870
1993-10-01 104.9284923846940
1993-11-01 105.3124458627960
1993-12-01 105.6780660047930
1994-01-01 105.5851893544980
1994-02-01 106.0205509863720
1994-03-01 106.7587237959950
1994-04-01 107.7695373346780
1994-05-01 108.0588556290830
1994-06-01 108.0647869833650
1994-07-01 108.5008465309160
1994-08-01 108.2828061235030
1994-09-01 108.0911318232960
1994-10-01 107.6492779709300
1994-11-01 107.8303562874790
1994-12-01 108.1042318207450
1995-01-01 109.0816827145510
1995-02-01 109.2684268008460
1995-03-01 110.4546257601600
1995-04-01 109.2291371795860
1995-05-01 109.1645550819680
1995-06-01 110.9545720960370
1995-07-01 109.1196925481620
1995-08-01 109.6359905627530
1995-09-01 110.1114868494070
1995-10-01 109.1547512302920
1995-11-01 109.7556636265460
1995-12-01 110.3476045786590
1996-01-01 110.1776448106220
1996-02-01 110.5684420533380
1996-03-01 110.2683963187000
1996-04-01 109.7036891045040
1996-05-01 109.9401272676500
1996-06-01 110.2293736564550
1996-07-01 110.8883707007450
1996-08-01 111.7734677915960
1996-09-01 110.5300219464310
1996-10-01 110.3417782279090
1996-11-01 110.2129674795430
1996-12-01 110.6581392618030
1997-01-01 111.4943794108040
1997-02-01 111.8031968108150
1997-03-01 112.5413540266550
1997-04-01 112.3464941809310
1997-05-01 113.0478054800390
1997-06-01 113.2546115371820
1997-07-01 113.1157771181410
1997-08-01 113.0887891539500
1997-09-01 112.8109395577840
1997-10-01 113.9058875149780
1997-11-01 113.8720235793510
1997-12-01 114.4167383612980
1998-01-01 112.6068539607680
1998-02-01 112.6708174532060
1998-03-01 112.5201102595960
1998-04-01 112.9946952920470
1998-05-01 113.1342096960910
1998-06-01 113.6676808470240
1998-07-01 113.4790328691490
1998-08-01 114.2103750405840
1998-09-01 114.5630384847470
1998-10-01 115.1536531766680
1998-11-01 115.2758685332520
1998-12-01 115.5759659370190
1999-01-01 114.5494325995920
1999-02-01 115.5341280302670
1999-03-01 115.8474298782370
1999-04-01 116.8885796936700
1999-05-01 116.2579211461930
1999-06-01 116.2461409540440
1999-07-01 116.2966729947540
1999-08-01 116.3288999975180
1999-09-01 115.9971711930530
1999-10-01 116.4523717511090
1999-11-01 117.0126310689700
1999-12-01 117.5697053782410
2000-01-01 118.2117980641890
2000-02-01 118.1544810813720
2000-03-01 118.4335692542880
2000-04-01 118.7741981792040
2000-05-01 118.7230711992420
2000-06-01 118.6603313587260
2000-07-01 118.5518176498760
2000-08-01 118.5820309967480
2000-09-01 118.9154323239250
2000-10-01 117.4175953277270
2000-11-01 117.9277274031780
2000-12-01 117.9363014090710
2001-01-01 118.0806010438400
2001-02-01 118.1165535671980
2001-03-01 118.1919202381250
2001-04-01 118.0584990207250
2001-05-01 118.0877681663010
2001-06-01 117.6142972821900
2001-07-01 117.3376624519010
2001-08-01 117.5876166976220
2001-09-01 117.0254090620220
2001-10-01 116.5501389049320
2001-11-01 116.2955596199420
2001-12-01 116.1423374225070
2002-01-01 116.4826673406070
2002-02-01 116.4497885849480
2002-03-01 116.0640541511500
2002-04-01 116.1697557267260
2002-05-01 117.5130538198570
2002-06-01 116.8578210156700
2002-07-01 116.2159565244410
2002-08-01 117.3461257130450
2002-09-01 117.8949398551860
2002-10-01 117.5995979286240
2002-11-01 117.4071774355720
2002-12-01 117.8890327265710
2003-01-01 116.4030407188200
2003-02-01 116.4370861668450
2003-03-01 116.3974322766800
2003-04-01 116.4008887056120
2003-05-01 116.5667675273590
2003-06-01 116.4943425447860
2003-07-01 116.6805863633600
2003-08-01 116.0134426202500
2003-09-01 115.9665201329800
2003-10-01 115.9708448046330
2003-11-01 116.4977723307200
2003-12-01 117.1292410617890
2004-01-01 117.1574118324100
2004-02-01 117.1302464671920
2004-03-01 117.4110886732150
2004-04-01 118.4557904023960
2004-05-01 117.6950145375020
2004-06-01 117.7533528403750
2004-07-01 118.3104931352950
2004-08-01 116.8020747678380
2004-09-01 118.0176953422180
2004-10-01 120.1727735807770
2004-11-01 119.7948494344640
2004-12-01 119.0587007739130
2005-01-01 119.5063666704320
2005-02-01 119.5265114043500
2005-03-01 119.6425082776620
2005-04-01 119.2924678261610
2005-05-01 118.9389152687630
2005-06-01 119.3623658422080
2005-07-01 119.5955061898520
2005-08-01 119.1949316847500
2005-09-01 119.4009078508550
2005-10-01 119.6248262080370
2005-11-01 118.8006775174220
2005-12-01 118.1804354578360
2006-01-01 118.3515508052350
2006-02-01 119.1236977588760
2006-03-01 119.3901278770560
2006-04-01 118.9136428387470
2006-05-01 118.2307554061190
2006-06-01 118.9350939867850
2006-07-01 120.8458823067470
2006-08-01 120.1706576805580
2006-09-01 119.3858032980300
2006-10-01 120.0192643436180
2006-11-01 120.2545793997850
2006-12-01 120.1283536904470
2007-01-01 119.2531434669290
2007-02-01 119.5625058480120
2007-03-01 119.3660486372450
2007-04-01 119.4591151599680
2007-05-01 119.0336945856160
2007-06-01 120.0847127625250
2007-07-01 120.1957771442290
2007-08-01 119.9098347519480
2007-09-01 120.0515111607240
2007-10-01 119.6448552298300
2007-11-01 119.6504198910230
2007-12-01 119.9399518729230
2008-01-01 119.7932405161980
2008-02-01 119.1429315103940
2008-03-01 119.2557614304220
2008-04-01 119.0873750676020
2008-05-01 118.9990108531110
2008-06-01 119.7171985203950
2008-07-01 119.0580264336250
2008-08-01 118.6977712621110
2008-09-01 118.0904479370360
2008-10-01 116.8591586897300
2008-11-01 116.3372961508610
2008-12-01 116.1152342467760
2009-01-01 115.4595405873270
2009-02-01 114.3378752177050
2009-03-01 114.1072615526230
2009-04-01 113.4809690335940
2009-05-01 113.5437610613640
2009-06-01 113.0120214352910
2009-07-01 111.3106308105330
2009-08-01 112.2605096045910
2009-09-01 112.8462362930590
2009-10-01 112.7934647838270
2009-11-01 112.7438324456850
2009-12-01 112.5988026140650
2010-01-01 113.1092881031620
2010-02-01 112.9800195773290
2010-03-01 112.4979749807100
2010-04-01 115.2835873530610
2010-05-01 115.0375779234660
2010-06-01 113.1997479051120
2010-07-01 112.5895082411760
2010-08-01 111.9453391407260
2010-09-01 114.5808187102740
2010-10-01 114.5556361404550
2010-11-01 114.5426291756480
2010-12-01 114.8942671762660
2011-01-01 115.3310629661960
2011-02-01 115.9254012293880
2011-03-01 115.8647283381140
2011-04-01 116.9631405104970
2011-05-01 116.3416705633930
2011-06-01 115.6028664102750
2011-07-01 114.7308991674500
2011-08-01 114.6377167599410
2011-09-01 114.8956457376670
2011-10-01 115.8445452670800
2011-11-01 115.5739090534520
2011-12-01 115.6676293505920
2012-01-01 115.0238767006280
2012-02-01 115.2722825978330
2012-03-01 114.8836638740820
2012-04-01 113.8114682218920
2012-05-01 112.8453135745700
2012-06-01 113.0822045907250
2012-07-01 114.7737550817180
2012-08-01 114.5684717090400
2012-09-01 114.1578502199550
2012-10-01 113.4178948494800
2012-11-01 113.5845392781040
2012-12-01 113.4364725421150
2013-01-01 113.9332360800810
2013-02-01 113.7478107789990
2013-03-01 113.7581144821370
2013-04-01 113.7810450015850
2013-05-01 113.5681745309310
2013-06-01 112.0299362774720
2013-07-01 113.3981619639500
2013-08-01 113.3321982094220
2013-09-01 114.2866820737600
2013-10-01 114.5608252670080
2013-11-01 114.9822623824180
2013-12-01 115.0796890560870
2014-01-01 114.7359483780550
2014-02-01 115.3065390795000
2014-03-01 115.6529041289770
2014-04-01 115.9540731067440
2014-05-01 115.9160505070630
2014-06-01 116.1838061154590
2014-07-01 115.5407495567880
2014-08-01 116.5255869501870
2014-09-01 115.7498583878000
2014-10-01 116.0805094261060
2014-11-01 116.5252301411180
2014-12-01 116.7901998645480
2015-01-01 116.6585029209890
2015-02-01 116.5817870358170
2015-03-01 116.6508856719290
2015-04-01 116.9020506821750
2015-05-01 117.7183280554770
2015-06-01 117.9128982039850
2015-07-01 118.4425348159830
2015-08-01 118.1626850903930
2015-09-01 118.3725461268360
2015-10-01 118.7330582719720
2015-11-01 118.7495869984770
2015-12-01 118.8218847851980
2016-01-01 119.4560600650830
2016-02-01 119.1059722206900
2016-03-01 119.3505876174460
2016-04-01 120.3460842837990
2016-05-01 119.9792532419980
2016-06-01 120.1907313604160
2016-07-01 120.2744078382520
2016-08-01 119.2311735053930
2016-09-01 121.5961455358940
2016-10-01 120.7599987459570
2016-11-01 120.4380933037350
2016-12-01 120.4314976921580
2017-01-01 120.4453932915160
2017-02-01 120.8868382040200
2017-03-01 121.0777292199370
2017-04-01 120.9730038222460
2017-05-01 120.8158023714530
2017-06-01 120.6262417212260
2017-07-01 119.7950272290740
2017-08-01 119.1456440367030
2017-09-01 120.8406148497300
2017-10-01 120.4793948939610
2017-11-01 120.6025830855170
2017-12-01 120.6284052298580
2018-01-01 120.9559175700680
2018-02-01 121.3583457634770
2018-03-01 121.9474121209870
2018-04-01 122.1207970499530
2018-05-01 121.9495158941140
2018-06-01 121.8306546179520
2018-07-01 121.6969785529220
2018-08-01 121.6973426316810
2018-09-01 121.9955087944030
2018-10-01 121.8819427255320
2018-11-01 122.0064169862560
2018-12-01 122.8996893040860
2019-01-01 123.7283753281330
2019-02-01 123.6975837166720
2019-03-01 123.7631774789670
2019-04-01 122.7407561234020
2019-05-01 123.2152384751570
2019-06-01 123.5527600303920
2019-07-01 124.4043297969190
2019-08-01 124.5349951275880
2019-09-01 124.0361881285140
2019-10-01 123.7007501590090
2019-11-01 123.8248166961540
2019-12-01 124.3365145030350
2020-01-01 122.5287272048330
2020-02-01 122.0875528880730
2020-03-01 120.8017230427650
2020-04-01 102.1452951546730
2020-05-01 106.0663459804540
2020-06-01 109.5079842968090
2020-07-01 110.5644015972310
2020-08-01 111.8847921335520
2020-09-01 110.8734555189380
2020-10-01 111.8092295474240
2020-11-01 111.9515909507100
2020-12-01 112.0050670734430
2021-01-01 112.2865455021100
2021-02-01 112.6396426825870
2021-03-01 112.8357189672290
2021-04-01 113.3083024378430
2021-05-01 113.5848369956320
2021-06-01 114.1138962584350
2021-07-01 115.2256825311750
2021-08-01 113.5554527100320
2021-09-01 112.8932454433000
2021-10-01 114.0882697388240
2021-11-01 114.4165810764510
2021-12-01 114.9805618341660
2022-01-01 115.5196971439530
2022-02-01 115.7054800574610
2022-03-01 116.3160505857160
2022-04-01 117.1191461390670
2022-05-01 116.7343835892460
2022-06-01 117.1032415876380
2022-07-01 117.5302635136120
2022-08-01 117.4420047093660
2022-09-01 117.2239778187430
2022-10-01 117.5752384520200
2022-11-01 118.3054727038780
2022-12-01 117.9444036355080
2023-01-01 119.5966500447080
2023-02-01 120.4676823787840
2023-03-01 120.0414304777850
2023-04-01 120.0826062153200
2023-05-01 120.3909843144550
2023-06-01 120.0531196808440
2023-07-01 119.6910366410030
2023-08-01 119.7569592463900
2023-09-01 119.6116133255070
2023-10-01 119.3849844281650
2023-11-01 118.6940833417010
2023-12-01 118.1516704325430
2024-01-01 117.7363440115540
2024-02-01 118.0741227914870
2024-03-01 118.2441186054940
2024-04-01 118.3690308092760
2024-05-01 118.9122575068620
2024-06-01 118.9892371937160
2024-07-01 118.8906670099520
2024-08-01 119.3742766458420
2024-09-01 119.6440854845930
2024-10-01 120.0751431713180
2024-11-01 120.3396557879180
2024-12-01 120.5451700784900
2025-01-01 120.4530902161920
2025-02-01 120.5372783530900
2025-03-01 120.6559779181970
2025-04-01 120.6855069826400
2025-05-01 120.6801959576220
2025-06-01 120.9790829559560
2025-07-01 121.6848242816290
2025-08-01 121.3292886204880
2025-09-01 120.9830701500980
2025-10-01 120.8486649065230
2025-11-01 120.7427643296620
2025-12-01 120.9217837987920

Back to Top