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 2026-04-01
Last Updated 2026-05-26 2:00 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 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 97.8554752772666
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 98.2136804317761
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
1998-04-01 112.9946952920480
1998-05-01 113.1342096960910
1998-06-01 113.6676808470250
1998-07-01 113.4790328691490
1998-08-01 114.2103750405850
1998-09-01 114.5630384847450
1998-10-01 115.1536531766660
1998-11-01 115.2758685332490
1998-12-01 115.5759659370160
1999-01-01 114.5494325995900
1999-02-01 115.5341280302680
1999-03-01 115.8474298782400
1999-04-01 116.8885796936750
1999-05-01 116.2579211461970
1999-06-01 116.2461409540480
1999-07-01 116.2966729947550
1999-08-01 116.3288999975160
1999-09-01 115.9971711930480
1999-10-01 116.4523717511010
1999-11-01 117.0126310689600
1999-12-01 117.5697053782290
2000-01-01 118.2117980641920
2000-02-01 118.1544810813780
2000-03-01 118.4335692543020
2000-04-01 118.7741981792220
2000-05-01 118.7230711992570
2000-06-01 118.6603313587340
2000-07-01 118.5518176498720
2000-08-01 118.5820309967350
2000-09-01 118.9154323239070
2000-10-01 117.4175953277040
2000-11-01 117.9277274031520
2000-12-01 117.9363014090430
2001-01-01 118.0806010438450
2001-02-01 118.1165535672000
2001-03-01 118.1919202381270
2001-04-01 118.0584990209050
2001-05-01 118.0877681662910
2001-06-01 117.6142972821900
2001-07-01 117.3376624519140
2001-08-01 117.5876166975730
2001-09-01 117.0254090620310
2001-10-01 116.5501389048550
2001-11-01 116.2955596199050
2001-12-01 116.1423374223270
2002-01-01 116.4826673404870
2002-02-01 116.4497885848990
2002-03-01 116.0640541512060
2002-04-01 116.1697557272250
2002-05-01 117.5130538200170
2002-06-01 116.8578210158160
2002-07-01 116.2159565245240
2002-08-01 117.3461257128930
2002-09-01 117.8949398550610
2002-10-01 117.5995979282630
2002-11-01 117.4071774352980
2002-12-01 117.8890327260980
2003-01-01 116.4030407186090
2003-02-01 116.4370861669690
2003-03-01 116.3974322770950
2003-04-01 116.4008887068040
2003-05-01 116.5667675283190
2003-06-01 116.4943425452700
2003-07-01 116.6805863608450
2003-08-01 116.0134426214060
2003-09-01 115.9665201323620
2003-10-01 115.9708448036460
2003-11-01 116.4977723296640
2003-12-01 117.1292410603670
2004-01-01 117.1574118316170
2004-02-01 117.1302464668750
2004-03-01 117.4110886733770
2004-04-01 118.4557904041290
2004-05-01 117.6950145524890
2004-06-01 117.7533528429060
2004-07-01 118.3104931317810
2004-08-01 116.8020747711710
2004-09-01 118.0176953366210
2004-10-01 120.1727735695460
2004-11-01 119.7948494224080
2004-12-01 119.0587007666550
2005-01-01 119.5063666680340
2005-02-01 119.5265114055740
2005-03-01 119.6425082835400
2005-04-01 119.2924678354910
2005-05-01 118.9389152989640
2005-06-01 119.3623658152610
2005-07-01 119.5955061707110
2005-08-01 119.1949316860540
2005-09-01 119.4009078586990
2005-10-01 119.6248262552460
2005-11-01 118.8006776011730
2005-12-01 118.1804355441450
2006-01-01 118.3515508245340
2006-02-01 119.1236976587340
2006-03-01 119.3901276847290
2006-04-01 118.9136426413010
2006-05-01 118.2307553217520
2006-06-01 118.9350939321790
2006-07-01 120.8458823271260
2006-08-01 120.1706578451620
2006-09-01 119.3858034480990
2006-10-01 120.0192645595970
2006-11-01 120.2545797378470
2006-12-01 120.1283540805510
2007-01-01 119.2531436319920
2007-02-01 119.5625054870000
2007-03-01 119.3660492191170
2007-04-01 119.4591137898340
2007-05-01 119.0336933191030
2007-06-01 120.0847116882020
2007-07-01 120.1957782355910
2007-08-01 119.9098346706780
2007-09-01 120.0515111750460
2007-10-01 119.6448557584500
2007-11-01 119.6504210860030
2007-12-01 119.9399536656570
2008-01-01 119.7932426105280
2008-02-01 119.1429329148540
2008-03-01 119.2557644438530
2008-04-01 119.0873650036880
2008-05-01 118.9990077400350
2008-06-01 119.7171944574720
2008-07-01 119.0580285045330
2008-08-01 118.6977761591700
2008-09-01 118.0904461995440
2008-10-01 116.8591587095330
2008-11-01 116.3372980099080
2008-12-01 116.1152381130640
2009-01-01 115.4595460451250
2009-02-01 114.3378805281190
2009-03-01 114.1072698892570
2009-04-01 113.4809542250420
2009-05-01 113.5437533919110
2009-06-01 113.0120034723820
2009-07-01 111.3106263955350
2009-08-01 112.2605243199390
2009-09-01 112.8462363333640
2009-10-01 112.7934665937150
2009-11-01 112.7438363853160
2009-12-01 112.5988102370830
2010-01-01 113.1092994371880
2010-02-01 112.9800320270950
2010-03-01 112.4979911862010
2010-04-01 115.2835707175930
2010-05-01 115.0375642150100
2010-06-01 113.1996793040890
2010-07-01 112.5894855702240
2010-08-01 111.9453565719360
2010-09-01 114.5808238849580
2010-10-01 114.5556657637750
2010-11-01 114.5426809900500
2010-12-01 114.8943253737090
2011-01-01 115.3311054947970
2011-02-01 115.9254102939130
2011-03-01 115.8647023552160
2011-04-01 116.9630552652200
2011-05-01 116.3415766858080
2011-06-01 115.6026994124150
2011-07-01 114.7308499534090
2011-08-01 114.6377704565830
2011-09-01 114.8957263778190
2011-10-01 115.8447023176520
2011-11-01 115.5741159171500
2011-12-01 115.6678201698660
2012-01-01 115.0239664634450
2012-02-01 115.2722188887630
2012-03-01 114.8834462705530
2012-04-01 113.8111353220300
2012-05-01 112.8450027374730
2012-06-01 113.0818991284670
2012-07-01 114.7737322161750
2012-08-01 114.5686638629950
2012-09-01 114.1581010208400
2012-10-01 113.4182910345440
2012-11-01 113.5850244005500
2012-12-01 113.4368965708240
2013-01-01 113.9335610486130
2013-02-01 113.7480274076640
2013-03-01 113.7581864925860
2013-04-01 113.7778383007450
2013-05-01 113.5681283339410
2013-06-01 112.0298245308450
2013-07-01 113.3982059479060
2013-08-01 113.3323867519970
2013-09-01 114.2882626327060
2013-10-01 114.5612606042820
2013-11-01 114.9829349377260
2013-12-01 115.0804362068080
2014-01-01 114.7366580978090
2014-02-01 115.3070898671300
2014-03-01 115.6531567603260
2014-04-01 115.9476711478570
2014-05-01 115.9157223621220
2014-06-01 116.1831819054640
2014-07-01 115.5410436697440
2014-08-01 116.5260587573220
2014-09-01 115.7534316046490
2014-10-01 116.0810261441830
2014-11-01 116.5265196276070
2014-12-01 116.7918007056620
2015-01-01 116.6598953819860
2015-02-01 116.5825230838420
2015-03-01 116.6507411425640
2015-04-01 116.8916547424380
2015-05-01 117.7170247536800
2015-06-01 117.9115307487470
2015-07-01 118.4431259095320
2015-08-01 118.1636388476840
2015-09-01 118.3784693462550
2015-10-01 118.7338004146860
2015-11-01 118.7511155518380
2015-12-01 118.8232075255140
2016-01-01 119.4661722050110
2016-02-01 119.1048234801580
2016-03-01 119.3482599011490
2016-04-01 120.3284718654240
2016-05-01 119.9745998123700
2016-06-01 120.1888448470590
2016-07-01 120.2760201824620
2016-08-01 119.2333693454170
2016-09-01 121.6039326528880
2016-10-01 120.7623935137090
2016-11-01 120.4416370135170
2016-12-01 120.4345654218100
2017-01-01 120.4682788855890
2017-02-01 120.8893107790550
2017-03-01 121.0584034548430
2017-04-01 120.9390488375250
2017-05-01 120.8126504487720
2017-06-01 120.6275209549860
2017-07-01 119.7989814686630
2017-08-01 119.1515265103760
2017-09-01 120.8507781304300
2017-10-01 120.4843068578730
2017-11-01 120.6084891625290
2017-12-01 120.6330715439930
2018-01-01 120.9906248593710
2018-02-01 121.3627565050790
2018-03-01 121.9089648352750
2018-04-01 122.0716982062120
2018-05-01 121.9466748448230
2018-06-01 121.8347380603940
2018-07-01 121.7020545490580
2018-08-01 121.7082854025940
2018-09-01 122.0124374278400
2018-10-01 121.8910755971230
2018-11-01 122.0165444439230
2018-12-01 122.9077337072060
2019-01-01 123.7668733805250
2019-02-01 123.7054846761600
2019-03-01 123.7066645110820
2019-04-01 122.6675421882020
2019-05-01 123.2143849511640
2019-06-01 123.5591351706610
2019-07-01 124.4096662218650
2019-08-01 124.5527405835100
2019-09-01 124.0641016468240
2019-10-01 123.7195482847350
2019-11-01 123.8441995574630
2019-12-01 124.3598622921430
2020-01-01 122.5711219525090
2020-02-01 122.0599498114390
2020-03-01 120.7397203919820
2020-04-01 102.0519847853030
2020-05-01 106.0566176404800
2020-06-01 109.5089004208780
2020-07-01 110.5695674810150
2020-08-01 111.9144351666710
2020-09-01 110.9246816084440
2020-10-01 111.8545073819150
2020-11-01 111.9968261748810
2020-12-01 112.0557012028350
2021-01-01 112.3049953405990
2021-02-01 112.5719723374590
2021-03-01 112.7606388961630
2021-04-01 113.1746659826100
2021-05-01 113.5644651598070
2021-06-01 114.0888749644850
2021-07-01 115.2038975904810
2021-08-01 113.6371551796760
2021-09-01 112.9792222556940
2021-10-01 114.2081984196730
2021-11-01 114.5065075166610
2021-12-01 115.0859063712810
2022-01-01 115.4961766934100
2022-02-01 115.5552491390680
2022-03-01 116.1883622997280
2022-04-01 116.9277252285720
2022-05-01 116.6673457380740
2022-06-01 117.0458427454290
2022-07-01 117.5087653385210
2022-08-01 117.6387353791490
2022-09-01 117.3515163375670
2022-10-01 117.7966943812300
2022-11-01 118.4433657871860
2022-12-01 118.1429321670940
2023-01-01 119.4928194384900
2023-02-01 120.2076511313960
2023-03-01 119.8144975335750
2023-04-01 119.8074383168360
2023-05-01 120.2601346911440
2023-06-01 119.9653106808490
2023-07-01 119.7109083300160
2023-08-01 120.1068779567410
2023-09-01 119.7809639757120
2023-10-01 119.7193767144020
2023-11-01 118.8736120688380
2023-12-01 118.4561159186260
2024-01-01 117.4724205931270
2024-02-01 117.6684343205220
2024-03-01 117.7888552617530
2024-04-01 118.0057536001050
2024-05-01 118.3053068759650
2024-06-01 118.5858427318410
2024-07-01 118.5921173456050
2024-08-01 118.1756720629180
2024-09-01 118.2496857806920
2024-10-01 118.0986690522940
2024-11-01 118.3475630643860
2024-12-01 118.4414411694920
2025-01-01 118.2298504602190
2025-02-01 118.2278327832260
2025-03-01 118.4768824888900
2025-04-01 118.1380866165150
2025-05-01 117.9232807198280
2025-06-01 117.6639137412970
2025-07-01 116.8513014527910
2025-08-01 117.3513728180310
2025-09-01 117.4158928847790
2025-10-01 117.2434735107870
2025-11-01 117.2666173173200
2025-12-01 117.0749786895280
2026-01-01 117.4816787677570
2026-02-01 117.6943882737410
2026-03-01 117.4988856991060
2026-04-01 117.3049613930150

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