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 2026-09-01
Last Updated 2026-10-20 10:02 AM 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 48.8002903068
1990-02-01 48.8862161557
1990-03-01 49.2936586872
1990-04-01 48.6018544798
1990-05-01 48.6217708608
1990-06-01 48.1975186829
1990-07-01 48.0069095863
1990-08-01 48.3142026608
1990-09-01 48.7516431668
1990-10-01 48.6179629004
1990-11-01 48.6240066660
1990-12-01 48.4154340769
1991-01-01 48.2847875781
1991-02-01 48.1779512657
1991-03-01 47.8706211102
1991-04-01 47.7816490937
1991-05-01 47.8278590077
1991-06-01 48.1740618362
1991-07-01 48.2423937785
1991-08-01 47.9375050278
1991-09-01 47.6505345768
1991-10-01 47.5501930399
1991-11-01 47.1583962646
1991-12-01 47.2322576815
1992-01-01 47.0320711516
1992-02-01 46.9433383931
1992-03-01 47.2278879613
1992-04-01 47.8562102098
1992-05-01 47.5343343130
1992-06-01 47.3357014262
1992-07-01 47.8050115825
1992-08-01 47.7782210240
1992-09-01 47.7455913562
1992-10-01 48.1986475743
1992-11-01 48.6023616612
1992-12-01 48.3436674322
1993-01-01 49.2968891081
1993-02-01 49.4186208735
1993-03-01 49.3605649443
1993-04-01 49.7063690748
1993-05-01 49.5869307402
1993-06-01 50.0098077719
1993-07-01 50.5185928880
1993-08-01 50.6131324792
1993-09-01 50.9302390669
1993-10-01 51.0711670434
1993-11-01 51.4555806395
1993-12-01 51.5811945648
1994-01-01 51.5593679434
1994-02-01 51.6488792630
1994-03-01 52.0735663520
1994-04-01 52.1574878392
1994-05-01 52.2320755113
1994-06-01 52.5881425873
1994-07-01 52.3645541027
1994-08-01 52.5531733039
1994-09-01 52.8127553184
1994-10-01 53.0375420466
1994-11-01 53.0745531201
1994-12-01 53.3005294970
1995-01-01 54.3750385716
1995-02-01 54.6041485419
1995-03-01 55.1841833452
1995-04-01 54.5979504810
1995-05-01 54.8469768781
1995-06-01 54.9821424739
1995-07-01 55.0153893957
1995-08-01 55.1756996698
1995-09-01 55.6165084793
1995-10-01 55.6730153664
1995-11-01 55.6926580204
1995-12-01 55.6251406674
1996-01-01 55.1810131757
1996-02-01 54.8603246046
1996-03-01 55.1246930152
1996-04-01 55.4558582423
1996-05-01 55.8152095663
1996-06-01 55.6622987255
1996-07-01 55.7967367898
1996-08-01 56.2799790159
1996-09-01 56.1411149873
1996-10-01 55.6753934011
1996-11-01 55.4910862295
1996-12-01 55.7337778173
1997-01-01 56.0121192929
1997-02-01 56.4676405244
1997-03-01 56.5056919369
1997-04-01 56.1190873818
1997-05-01 56.1107769658
1997-06-01 55.8561681041
1997-07-01 55.3911997192
1997-08-01 55.3299495040
1997-09-01 55.3647973241
1997-10-01 55.5690926354
1997-11-01 55.9211049835
1997-12-01 55.8744848359
1998-01-01 55.7188196339
1998-02-01 55.7653357294
1998-03-01 55.7130044425
1998-04-01 55.8000096334
1998-05-01 55.7857422421
1998-06-01 55.5385967308
1998-07-01 55.7362402814
1998-08-01 55.7410456363
1998-09-01 55.7724990850
1998-10-01 56.3327338182
1998-11-01 56.3334516543
1998-12-01 56.9222937649
1999-01-01 55.7599540386
1999-02-01 56.5781631183
1999-03-01 56.9529232483
1999-04-01 57.4049764390
1999-05-01 57.3904442043
1999-06-01 58.1179954825
1999-07-01 58.1513919777
1999-08-01 57.9923668749
1999-09-01 57.6492832423
1999-10-01 58.0889692530
1999-11-01 58.2734989890
1999-12-01 58.3850808375
2000-01-01 58.6920641248
2000-02-01 58.9089918723
2000-03-01 59.0152830593
2000-04-01 58.8313125095
2000-05-01 59.0032774839
2000-06-01 58.8747970435
2000-07-01 58.9577335707
2000-08-01 58.8204201924
2000-09-01 59.1053662062
2000-10-01 58.8536286184
2000-11-01 58.7010957482
2000-12-01 58.4522834992
2001-01-01 59.0669574834
2001-02-01 59.5480890313
2001-03-01 58.9848846479
2001-04-01 59.1694059782
2001-05-01 59.0432345811
2001-06-01 59.2367612270
2001-07-01 57.8793490330
2001-08-01 58.2512332102
2001-09-01 58.1456317927
2001-10-01 58.3661878275
2001-11-01 58.1246739633
2001-12-01 57.9249053724
2002-01-01 57.7553813659
2002-02-01 58.2825049712
2002-03-01 57.9148997075
2002-04-01 57.2883211555
2002-05-01 57.7253118422
2002-06-01 57.8869467687
2002-07-01 58.0508511154
2002-08-01 58.2530633323
2002-09-01 58.5259451838
2002-10-01 58.0043651330
2002-11-01 58.1145005406
2002-12-01 59.1613348746
2003-01-01 58.0499532907
2003-02-01 57.5847404660
2003-03-01 57.6068662409
2003-04-01 57.0002345399
2003-05-01 57.5486796491
2003-06-01 57.6548058589
2003-07-01 57.7816201736
2003-08-01 57.7393557610
2003-09-01 57.6359435289
2003-10-01 57.7516431486
2003-11-01 57.6809694798
2003-12-01 57.9562865326
2004-01-01 58.1990556807
2004-02-01 58.0991716941
2004-03-01 58.4666098202
2004-04-01 59.1897969140
2004-05-01 59.6456359420
2004-06-01 59.8357297588
2004-07-01 60.0578722870
2004-08-01 60.0999566603
2004-09-01 60.1559577146
2004-10-01 60.1085038642
2004-11-01 60.3658781320
2004-12-01 60.0340134313
2005-01-01 60.1994443365
2005-02-01 60.5582501976
2005-03-01 60.8033124526
2005-04-01 60.8803901028
2005-05-01 60.9180076507
2005-06-01 60.1573991719
2005-07-01 61.3790714059
2005-08-01 61.4027404349
2005-09-01 61.6722047537
2005-10-01 61.8561782599
2005-11-01 62.2610919324
2005-12-01 62.7223687677
2006-01-01 62.5466605190
2006-02-01 62.5990277327
2006-03-01 62.5133800855
2006-04-01 62.3646080508
2006-05-01 62.4195408801
2006-06-01 62.4860121941
2006-07-01 62.2064228554
2006-08-01 62.4267519285
2006-09-01 62.5088406248
2006-10-01 62.6790823788
2006-11-01 62.5792993849
2006-12-01 62.4274513903
2007-01-01 61.2542662935
2007-02-01 62.1085453857
2007-03-01 62.3357510120
2007-04-01 63.0388990308
2007-05-01 62.5411285946
2007-06-01 62.4174345542
2007-07-01 62.3454384463
2007-08-01 62.7497271714
2007-09-01 62.9430420509
2007-10-01 62.6587488105
2007-11-01 62.6905750955
2007-12-01 63.3474831611
2008-01-01 62.6545180570
2008-02-01 62.8791125332
2008-03-01 62.1778865052
2008-04-01 61.9989540460
2008-05-01 61.7945081304
2008-06-01 61.1104751468
2008-07-01 61.0437664548
2008-08-01 60.7549963267
2008-09-01 60.1787326920
2008-10-01 59.7169750110
2008-11-01 59.3142688561
2008-12-01 58.8688061282
2009-01-01 56.9863996600
2009-02-01 56.4765766052
2009-03-01 56.1659210435
2009-04-01 55.3337225799
2009-05-01 55.0542371848
2009-06-01 53.6948649247
2009-07-01 53.4292251453
2009-08-01 52.6320350299
2009-09-01 55.3872399971
2009-10-01 55.5611459902
2009-11-01 55.6173197908
2009-12-01 55.5444707427
2010-01-01 56.1880790811
2010-02-01 56.3132737194
2010-03-01 56.2898873661
2010-04-01 56.4964656966
2010-05-01 56.5551467681
2010-06-01 55.7365988103
2010-07-01 56.1722994620
2010-08-01 56.2691960797
2010-09-01 56.6890958441
2010-10-01 56.8234844858
2010-11-01 56.7981160441
2010-12-01 56.7680156202
2011-01-01 56.9421131678
2011-02-01 56.7527177028
2011-03-01 57.1625500823
2011-04-01 57.3778888953
2011-05-01 57.4460631229
2011-06-01 57.8797003306
2011-07-01 58.4433069898
2011-08-01 57.9843945460
2011-09-01 57.8488375749
2011-10-01 58.1939014973
2011-11-01 58.1538280677
2011-12-01 58.1329203311
2012-01-01 58.4224782648
2012-02-01 58.6102995280
2012-03-01 59.0578634074
2012-04-01 59.4136238766
2012-05-01 59.3459070265
2012-06-01 59.0022135261
2012-07-01 59.6025754489
2012-08-01 59.7658191414
2012-09-01 60.2250285067
2012-10-01 60.0761671360
2012-11-01 60.1199802277
2012-12-01 60.6084617638
2013-01-01 60.1760844054
2013-02-01 60.4288885106
2013-03-01 60.1403654038
2013-04-01 60.2599749533
2013-05-01 60.4446953885
2013-06-01 60.7650355440
2013-07-01 59.4900626711
2013-08-01 61.3307217995
2013-09-01 61.3005803598
2013-10-01 61.2759958267
2013-11-01 61.5902598729
2013-12-01 61.5984447452
2014-01-01 61.1770559686
2014-02-01 61.2056971192
2014-03-01 61.7823127446
2014-04-01 62.0551854969
2014-05-01 62.3758149692
2014-06-01 62.4340780519
2014-07-01 61.9650166135
2014-08-01 62.3923264287
2014-09-01 62.7340180967
2014-10-01 62.5514300864
2014-11-01 62.8601045330
2014-12-01 63.0407739848
2015-01-01 63.0322087787
2015-02-01 63.0509128383
2015-03-01 63.1742206250
2015-04-01 63.2377545125
2015-05-01 63.5276235427
2015-06-01 63.6476179278
2015-07-01 63.5552095610
2015-08-01 63.5646865017
2015-09-01 63.6746083415
2015-10-01 64.1163072651
2015-11-01 63.9192097615
2015-12-01 64.2045637980
2016-01-01 64.6434639361
2016-02-01 64.7012874708
2016-03-01 64.8344617203
2016-04-01 65.1236580280
2016-05-01 65.1179805389
2016-06-01 64.6735231657
2016-07-01 65.3296825113
2016-08-01 65.8322416266
2016-09-01 65.8520469005
2016-10-01 65.6475647620
2016-11-01 65.8822223464
2016-12-01 65.6869768569
2017-01-01 65.8276301122
2017-02-01 65.9426326753
2017-03-01 66.0044262022
2017-04-01 65.8794671592
2017-05-01 66.0384692308
2017-06-01 65.9535851263
2017-07-01 65.4774499137
2017-08-01 65.9873402929
2017-09-01 66.1187078632
2017-10-01 66.4820453451
2017-11-01 66.7328744526
2017-12-01 66.5563159484
2018-01-01 66.3068824786
2018-02-01 66.6006054285
2018-03-01 66.8103279171
2018-04-01 66.7342353254
2018-05-01 66.8703910759
2018-06-01 67.1343664379
2018-07-01 68.3601003852
2018-08-01 67.4410375377
2018-09-01 67.3942355557
2018-10-01 67.3210605560
2018-11-01 67.3699474983
2018-12-01 67.3399523423
2019-01-01 67.4256300365
2019-02-01 67.2797179465
2019-03-01 67.4533245385
2019-04-01 67.2467838404
2019-05-01 67.1702048024
2019-06-01 67.2008464569
2019-07-01 66.6856667196
2019-08-01 66.9193846914
2019-09-01 66.8545886761
2019-10-01 66.6983178915
2019-11-01 66.7124904659
2019-12-01 66.8557129379
2020-01-01 67.2703400249
2020-02-01 67.2843018006
2020-03-01 66.5961993832
2020-04-01 54.7199058857
2020-05-01 59.5046312711
2020-06-01 62.0511377347
2020-07-01 62.7071175881
2020-08-01 63.1243114183
2020-09-01 63.3816970427
2020-10-01 64.3980597141
2020-11-01 64.3033357410
2020-12-01 65.1058911284
2021-01-01 64.9474742457
2021-02-01 64.7581811594
2021-03-01 65.0458016100
2021-04-01 63.7481193397
2021-05-01 63.7634058949
2021-06-01 64.4346062975
2021-07-01 64.8539251976
2021-08-01 64.8495787596
2021-09-01 64.3575008204
2021-10-01 64.9201032970
2021-11-01 65.3046707384
2021-12-01 65.0778102166
2022-01-01 64.6366041324
2022-02-01 65.5473542320
2022-03-01 65.8785974221
2022-04-01 66.2663950730
2022-05-01 66.2618139041
2022-06-01 66.6423454759
2022-07-01 66.5401963134
2022-08-01 65.8571773545
2022-09-01 66.1016227305
2022-10-01 66.1515157059
2022-11-01 66.2259283245
2022-12-01 66.1523938028
2023-01-01 65.5558802433
2023-02-01 66.2252954388
2023-03-01 66.2847785729
2023-04-01 66.1906329762
2023-05-01 66.1496250695
2023-06-01 65.9625337007
2023-07-01 65.9468036822
2023-08-01 65.9434772338
2023-09-01 66.1494097410
2023-10-01 65.9861733950
2023-11-01 65.7476320601
2023-12-01 66.1062909662
2024-01-01 66.0643304830
2024-02-01 66.4185174966
2024-03-01 66.1679435380
2024-04-01 66.2431249755
2024-05-01 66.4586118280
2024-06-01 66.0734996554
2024-07-01 65.7876098977
2024-08-01 66.0887720411
2024-09-01 66.6024656220
2024-10-01 66.4137941757
2024-11-01 66.6863703828
2024-12-01 66.4319024276
2025-01-01 66.7666425308
2025-02-01 66.1908849336
2025-03-01 66.2536677298
2025-04-01 66.5247142972
2025-05-01 66.7061360323
2025-06-01 66.3697746933
2025-07-01 66.4241532509
2025-08-01 66.7356003767
2025-09-01 66.5825688839
2025-10-01 66.6195440005
2025-11-01 66.4980065124
2025-12-01 66.5314824264
2026-01-01 66.5508697873
2026-02-01 66.5949078614
2026-03-01 66.7517522903
2026-04-01 66.5283528785
2026-05-01 66.3927255921
2026-06-01 66.5244831991
2026-07-01 66.7416679397
2026-08-01 66.8746651521
2026-09-01 66.3852119288

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