Table Data - All Employees: Service-Providing in Elkhart-Goshen, IN (MSA)

Title All Employees: Service-Providing in Elkhart-Goshen, IN (MSA)
Series ID SMU18211400700000001SA
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 2026-01-01
Last Updated 2026-04-10 1:57 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 48.8004768346132
1990-02-01 48.8863012500714
1990-03-01 49.2936426998792
1990-04-01 48.6018842240993
1990-05-01 48.6216506903126
1990-06-01 48.1972783640426
1990-07-01 48.0055015247113
1990-08-01 48.3138424917805
1990-09-01 48.7521445618606
1990-10-01 48.6179810790751
1990-11-01 48.6242459386239
1990-12-01 48.4165128297533
1991-01-01 48.2850753770950
1991-02-01 48.1780165868935
1991-03-01 47.8705165080867
1991-04-01 47.7815632082625
1991-05-01 47.8277286491249
1991-06-01 48.1738922822089
1991-07-01 48.2411884715708
1991-08-01 47.9372303996968
1991-09-01 47.6509074727957
1991-10-01 47.5499060967951
1991-11-01 47.1577926762541
1991-12-01 47.2351342292688
1992-01-01 47.0325486780347
1992-02-01 46.9424931741542
1992-03-01 47.2276274083952
1992-04-01 47.8556400562836
1992-05-01 47.5341032722215
1992-06-01 47.3357689979936
1992-07-01 47.8045135627039
1992-08-01 47.7783295653171
1992-09-01 47.7458591473458
1992-10-01 48.1980916274431
1992-11-01 48.6009377684156
1992-12-01 48.3485339883667
1993-01-01 49.2979888904006
1993-02-01 49.4143300651820
1993-03-01 49.3606899985188
1993-04-01 49.7056750466966
1993-05-01 49.5866125152909
1993-06-01 50.0097291144322
1993-07-01 50.5179642486303
1993-08-01 50.6177666296330
1993-09-01 50.9303052210261
1993-10-01 51.0711566867072
1993-11-01 51.4462695703649
1993-12-01 51.5902921639461
1994-01-01 51.5632026751224
1994-02-01 51.6404349214603
1994-03-01 52.0752639875756
1994-04-01 52.1572063523936
1994-05-01 52.2315449020770
1994-06-01 52.5872208862592
1994-07-01 52.3628343904793
1994-08-01 52.5613353063884
1994-09-01 52.8120163330815
1994-10-01 53.0382934675198
1994-11-01 53.0587947188343
1994-12-01 53.3129946339581
1995-01-01 54.3827255083912
1995-02-01 54.5934290858049
1995-03-01 55.1879493721529
1995-04-01 54.5983319319376
1995-05-01 54.8460476822370
1995-06-01 54.9796801201989
1995-07-01 55.0109642103338
1995-08-01 55.1857328083157
1995-09-01 55.6129634466589
1995-10-01 55.6708707398794
1995-11-01 55.6647530423120
1995-12-01 55.6558576414063
1996-01-01 55.2049196663903
1996-02-01 54.8431152195665
1996-03-01 55.1249636855978
1996-04-01 55.4536008942852
1996-05-01 55.8125022116311
1996-06-01 55.6488725788480
1996-07-01 55.7932891835531
1996-08-01 56.2922878709701
1996-09-01 56.1330333933013
1996-10-01 55.6752257297330
1996-11-01 55.4635072923155
1996-12-01 55.7813607102105
1997-01-01 56.0503738552635
1997-02-01 56.4436534216581
1997-03-01 56.4974993839866
1997-04-01 56.1090964755038
1997-05-01 56.1018769844653
1997-06-01 55.8294215403921
1997-07-01 55.3888850948999
1997-08-01 55.3480607690081
1997-09-01 55.3565945025232
1997-10-01 55.5781129986562
1997-11-01 55.9016736762176
1997-12-01 55.9405897607185
1998-01-01 55.7797386182681
1998-02-01 55.7094054290128
1998-03-01 55.6997417769163
1998-04-01 55.7794120716004
1998-05-01 55.7572683612305
1998-06-01 55.4872891193680
1998-07-01 55.7328639011545
1998-08-01 55.7891850793014
1998-09-01 55.7809656938181
1998-10-01 56.3598084792005
1998-11-01 56.3353493027317
1998-12-01 56.9868273239629
1999-01-01 55.8226002401463
1999-02-01 56.4774698004307
1999-03-01 56.9294472779172
1999-04-01 57.3994883539768
1999-05-01 57.3375960670305
1999-06-01 58.0509519682024
1999-07-01 58.1488364972370
1999-08-01 58.0758290536150
1999-09-01 57.6574920367089
1999-10-01 58.1399524963067
1999-11-01 58.3006598224946
1999-12-01 58.4462664049558
2000-01-01 58.7602749428926
2000-02-01 58.7332154266965
2000-03-01 58.9877546184208
2000-04-01 58.8555165640862
2000-05-01 58.9319451277447
2000-06-01 58.7964438942006
2000-07-01 58.9590120811378
2000-08-01 58.9390978491873
2000-09-01 59.1121196921116
2000-10-01 58.9254190760627
2000-11-01 58.7509468760297
2000-12-01 58.4917867840917
2001-01-01 59.1171863823365
2001-02-01 59.3147045331105
2001-03-01 58.9653887042432
2001-04-01 59.2297515180744
2001-05-01 58.9696519978998
2001-06-01 59.1700704383541
2001-07-01 57.8858544076479
2001-08-01 58.3775570904891
2001-09-01 58.1372342073232
2001-10-01 58.4474189197978
2001-11-01 58.1844703119123
2001-12-01 57.9439724107384
2002-01-01 57.7949016308577
2002-02-01 58.0121387004279
2002-03-01 57.9164809274101
2002-04-01 57.3656692633239
2002-05-01 57.6586343976788
2002-06-01 57.8469269120462
2002-07-01 58.0569175448327
2002-08-01 58.3733147892367
2002-09-01 58.5166788770938
2002-10-01 58.0761602381264
2002-11-01 58.1663836690050
2002-12-01 59.1516731390288
2003-01-01 58.0649959029395
2003-02-01 57.3358042009791
2003-03-01 57.6235721145389
2003-04-01 57.0887325278133
2003-05-01 57.5033609789270
2003-06-01 57.6547307585851
2003-07-01 57.7914190682016
2003-08-01 57.8241899420558
2003-09-01 57.6067971047377
2003-10-01 57.8002890784530
2003-11-01 57.7140443259780
2003-12-01 57.9318544332628
2004-01-01 58.2169589282615
2004-02-01 57.8974898846288
2004-03-01 58.4909277511524
2004-04-01 59.2621596969783
2004-05-01 59.6261101433396
2004-06-01 59.8669208164065
2004-07-01 60.0824347969469
2004-08-01 60.1443914062264
2004-09-01 60.1239699665333
2004-10-01 60.1282981020976
2004-11-01 60.3773006258537
2004-12-01 59.9675488914692
2005-01-01 60.2205858062961
2005-02-01 60.4384053938880
2005-03-01 60.8328971944505
2005-04-01 60.9259503906443
2005-05-01 60.9245301934636
2005-06-01 60.2135363961634
2005-07-01 61.4253159343208
2005-08-01 61.4146167030836
2005-09-01 61.6413135422137
2005-10-01 61.8440703677704
2005-11-01 62.2345256390241
2005-12-01 62.5874226453458
2006-01-01 62.6238536090693
2006-02-01 62.5684559877891
2006-03-01 62.5427449473094
2006-04-01 62.3620506332536
2006-05-01 62.4003027542843
2006-06-01 62.5835786464113
2006-07-01 62.2817654131788
2006-08-01 62.4451894022399
2006-09-01 62.4936812682509
2006-10-01 62.6364971833663
2006-11-01 62.5094679472416
2006-12-01 62.2042010554329
2007-01-01 61.4000762856291
2007-02-01 62.1433973859779
2007-03-01 62.3536123734370
2007-04-01 63.0101674015575
2007-05-01 62.4855196951361
2007-06-01 62.5691286905124
2007-07-01 62.4398620527780
2007-08-01 62.7842298662664
2007-09-01 62.9243019969940
2007-10-01 62.5950654385889
2007-11-01 62.5823383311478
2007-12-01 63.0707422235642
2008-01-01 62.8676187675023
2008-02-01 62.9426026122837
2008-03-01 62.1827714129297
2008-04-01 61.9497864116986
2008-05-01 61.6974269374421
2008-06-01 61.3117218058890
2008-07-01 61.1512021121990
2008-08-01 60.8020487592217
2008-09-01 60.1586454349087
2008-10-01 59.6452150473582
2008-11-01 59.1956708107524
2008-12-01 58.5771761995735
2009-01-01 57.2148021648804
2009-02-01 56.5342425571851
2009-03-01 56.1662891069013
2009-04-01 55.2798474142486
2009-05-01 54.9480258051504
2009-06-01 53.9317833592510
2009-07-01 53.5198398617055
2009-08-01 52.6782654426823
2009-09-01 55.3636866238581
2009-10-01 55.4897852411720
2009-11-01 55.4967320441106
2009-12-01 55.2887282046911
2010-01-01 56.4014628162583
2010-02-01 56.3650887038232
2010-03-01 56.2858001638306
2010-04-01 56.4380826155403
2010-05-01 56.4407441012849
2010-06-01 55.9872432385182
2010-07-01 56.2355273043559
2010-08-01 56.3107956666396
2010-09-01 56.6635744074020
2010-10-01 56.7646205739760
2010-11-01 56.7028105241944
2010-12-01 56.5801205373190
2011-01-01 57.0994887202516
2011-02-01 56.7802114096034
2011-03-01 57.1532800786931
2011-04-01 57.3334235834989
2011-05-01 57.3606812187790
2011-06-01 58.1089320587578
2011-07-01 58.4624965125665
2011-08-01 58.0090645604923
2011-09-01 57.8224408605506
2011-10-01 58.1537888104875
2011-11-01 58.0914547721197
2011-12-01 58.0325606729821
2012-01-01 58.5073059159472
2012-02-01 58.6190895909995
2012-03-01 59.0481441990862
2012-04-01 59.3879008323654
2012-05-01 59.2984192688548
2012-06-01 59.1662054489145
2012-07-01 59.5956984823093
2012-08-01 59.7757935745935
2012-09-01 60.2035200548997
2012-10-01 60.0572959057582
2012-11-01 60.0959086829542
2012-12-01 60.5691583395186
2013-01-01 60.1942508186740
2013-02-01 60.4244933058970
2013-03-01 60.1330235845205
2013-04-01 60.2541066045056
2013-05-01 60.4365059136419
2013-06-01 60.8662173382244
2013-07-01 59.4644009092974
2013-08-01 61.3345717767215
2013-09-01 61.2820747957756
2013-10-01 61.2684051690950
2013-11-01 61.5809765243750
2013-12-01 61.5856295560854
2014-01-01 61.1727195587521
2014-02-01 61.2092316427125
2014-03-01 61.7808961102735
2014-04-01 62.0546761228003
2014-05-01 62.3752821874774
2014-06-01 62.4872421900279
2014-07-01 61.9357618436305
2014-08-01 62.4054307217047
2014-09-01 62.7229826348528
2014-10-01 62.5465329075252
2014-11-01 62.8519183930271
2014-12-01 63.0345917578364
2015-01-01 63.0294302456601
2015-02-01 63.0564172676925
2015-03-01 63.1744738311431
2015-04-01 63.2386700181766
2015-05-01 63.5286393398989
2015-06-01 63.6785578771413
2015-07-01 63.5215542213248
2015-08-01 63.5866459428879
2015-09-01 63.6707136928317
2015-10-01 64.1128415812174
2015-11-01 63.9092180971471
2015-12-01 64.2011387616748
2016-01-01 64.6387874259429
2016-02-01 64.7038243526289
2016-03-01 64.8345398806027
2016-04-01 65.1267892996964
2016-05-01 65.1247819419341
2016-06-01 64.6920820400549
2016-07-01 65.2849610079208
2016-08-01 65.8657374678007
2016-09-01 65.8630129312334
2016-10-01 65.6498422064922
2016-11-01 65.8718252619697
2016-12-01 65.6851555295259
2017-01-01 65.8139047718534
2017-02-01 65.9243947993126
2017-03-01 65.9962910373606
2017-04-01 65.8834784934676
2017-05-01 66.0455507020272
2017-06-01 65.9899474496775
2017-07-01 65.4292437346539
2017-08-01 66.0358712207985
2017-09-01 66.1458145085717
2017-10-01 66.4841898639475
2017-11-01 66.7333148220936
2017-12-01 66.5401976408538
2018-01-01 66.2845966849049
2018-02-01 66.5524566586083
2018-03-01 66.7730221039900
2018-04-01 66.7429302183768
2018-05-01 66.8698846643735
2018-06-01 67.2138386180292
2018-07-01 68.3186557183815
2018-08-01 67.5017512022653
2018-09-01 67.4521956280852
2018-10-01 67.3154620830926
2018-11-01 67.3817474407446
2018-12-01 67.3013883813532
2019-01-01 67.3941963266879
2019-02-01 67.1977885800612
2019-03-01 67.3829685904043
2019-04-01 67.2573903526380
2019-05-01 67.1593512417189
2019-06-01 67.3211153635549
2019-07-01 66.6703120010847
2019-08-01 66.9937121697558
2019-09-01 66.9373279817854
2019-10-01 66.6806480095199
2019-11-01 66.7344425407865
2019-12-01 66.7898632217796
2020-01-01 67.2358715814429
2020-02-01 67.1804517205516
2020-03-01 66.4956939822913
2020-04-01 54.7293402406727
2020-05-01 59.4849422951188
2020-06-01 62.1999687336487
2020-07-01 62.7173497327617
2020-08-01 63.2058484760949
2020-09-01 63.4803441592752
2020-10-01 64.3728780534816
2020-11-01 64.3275867921497
2020-12-01 65.0267980743440
2021-01-01 64.9126463982708
2021-02-01 64.6437917329554
2021-03-01 64.9377001674674
2021-04-01 63.7520896550786
2021-05-01 63.7340119176599
2021-06-01 64.5795479550391
2021-07-01 64.9031886293902
2021-08-01 64.9311105897755
2021-09-01 64.4483853759520
2021-10-01 64.8893318091867
2021-11-01 65.3286969917775
2021-12-01 64.9954227106936
2022-01-01 64.6054293165203
2022-02-01 65.4484144951521
2022-03-01 65.7745946614943
2022-04-01 66.2657249629028
2022-05-01 66.2241627562104
2022-06-01 66.7676454437347
2022-07-01 66.6146338341865
2022-08-01 65.9256472914111
2022-09-01 66.1758949474260
2022-10-01 66.1195928483552
2022-11-01 66.2386345431070
2022-12-01 66.0839113626355
2023-01-01 65.5300091532957
2023-02-01 66.1539276388438
2023-03-01 66.2148880008285
2023-04-01 66.1871250292199
2023-05-01 66.1077529643612
2023-06-01 66.0218239379929
2023-07-01 66.0450001273219
2023-08-01 66.0196823797907
2023-09-01 66.1854270405930
2023-10-01 65.9558532403231
2023-11-01 65.7455475925844
2023-12-01 66.0558091386005
2024-01-01 66.0451761778007
2024-02-01 66.3777537529202
2024-03-01 66.1395876250707
2024-04-01 66.2380004930599
2024-05-01 66.4131330461950
2024-06-01 66.0715626992192
2024-07-01 65.8882950089713
2024-08-01 66.1844665157242
2024-09-01 66.5994593452552
2024-10-01 66.3879966699444
2024-11-01 66.6721467763820
2024-12-01 66.4009231233876
2025-01-01 66.7525526808872
2025-02-01 66.1661716311363
2025-03-01 66.2640866975972
2025-04-01 66.5207196127520
2025-05-01 66.6522773008158
2025-06-01 66.3110560235657
2025-07-01 66.5370739443451
2025-08-01 66.8642513863800
2025-09-01 66.5450629240306
2025-10-01 66.5933286562445
2025-11-01 66.4820618519804
2025-12-01 66.5087314197464
2026-01-01 66.5411366884575

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