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

Title All Employees: Other Services in South Bend-Mishawaka, IN-MI (MSA)
Series ID SOUT718SRVO
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-08-01
Last Updated 2026-09-18 12:18 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 5.6743120458
1990-02-01 5.6187548444
1990-03-01 5.6402036057
1990-04-01 5.6788154733
1990-05-01 5.6121364099
1990-06-01 5.5998303621
1990-07-01 5.6416075704
1990-08-01 5.6460478581
1990-09-01 5.5203033733
1990-10-01 5.6858348472
1990-11-01 5.6999210597
1990-12-01 5.6754530089
1991-01-01 5.6803251721
1991-02-01 5.7141673341
1991-03-01 5.7549246179
1991-04-01 5.6852716633
1991-05-01 5.7063364096
1991-06-01 5.6939184540
1991-07-01 5.6355381908
1991-08-01 5.6434722676
1991-09-01 5.6185943044
1991-10-01 5.5779552215
1991-11-01 5.5962866072
1991-12-01 5.6781337476
1992-01-01 5.6936554848
1992-02-01 5.7152000268
1992-03-01 5.7877669575
1992-04-01 5.6823423141
1992-05-01 5.5950636761
1992-06-01 5.7863888936
1992-07-01 5.8208016164
1992-08-01 5.8353333665
1992-09-01 5.9141620393
1992-10-01 5.9578203937
1992-11-01 6.0018288268
1992-12-01 5.7886384137
1993-01-01 6.0242431999
1993-02-01 6.0220929321
1993-03-01 6.0218671145
1993-04-01 6.1723771145
1993-05-01 6.0816562141
1993-06-01 6.0700966848
1993-07-01 6.0995767136
1993-08-01 6.1131997253
1993-09-01 6.1068827641
1993-10-01 6.1428974397
1993-11-01 6.2273041631
1993-12-01 6.2042338630
1994-01-01 6.0558078404
1994-02-01 6.2350847671
1994-03-01 6.2508378987
1994-04-01 6.3619650208
1994-05-01 6.3704788410
1994-06-01 6.3421507708
1994-07-01 6.3745306295
1994-08-01 6.3831640077
1994-09-01 6.3939406937
1994-10-01 6.4314553000
1994-11-01 6.3683534441
1994-12-01 6.4223085705
1995-01-01 6.3869125130
1995-02-01 6.4516257161
1995-03-01 6.4680284053
1995-04-01 6.3688617744
1995-05-01 6.2631137605
1995-06-01 6.4965384158
1995-07-01 6.3485041076
1995-08-01 6.3482125120
1995-09-01 6.3820388385
1995-10-01 6.2390551928
1995-11-01 6.3923641239
1995-12-01 6.4418482190
1996-01-01 6.6073259959
1996-02-01 6.5803190923
1996-03-01 6.5843933220
1996-04-01 6.4731119402
1996-05-01 6.6586156292
1996-06-01 6.6568480973
1996-07-01 6.6229573624
1996-08-01 6.6204325206
1996-09-01 6.5827918480
1996-10-01 6.5485928125
1996-11-01 6.4853233432
1996-12-01 6.5475878393
1997-01-01 6.5359983887
1997-02-01 6.5108459175
1997-03-01 6.4950105498
1997-04-01 6.5667564829
1997-05-01 6.6638375313
1997-06-01 6.7393780052
1997-07-01 6.6922525268
1997-08-01 6.7053167564
1997-09-01 6.6948348111
1997-10-01 6.6683936409
1997-11-01 6.6471493870
1997-12-01 6.5481590066
1998-01-01 6.5691636082
1998-02-01 6.5325039911
1998-03-01 6.5994936035
1998-04-01 6.5357140494
1998-05-01 6.4702810242
1998-06-01 6.5442791548
1998-07-01 6.6743364433
1998-08-01 6.6029896777
1998-09-01 6.6128011560
1998-10-01 6.6891160353
1998-11-01 6.7175485537
1998-12-01 6.7225932268
1999-01-01 6.7037822028
1999-02-01 6.7417347401
1999-03-01 6.7024526211
1999-04-01 6.7105124915
1999-05-01 6.6679274294
1999-06-01 6.6480389447
1999-07-01 6.7630365487
1999-08-01 6.7056556254
1999-09-01 6.7262076642
1999-10-01 6.7140694852
1999-11-01 6.8073746850
1999-12-01 6.7986229900
2000-01-01 6.8221301256
2000-02-01 6.8523863568
2000-03-01 6.8011792214
2000-04-01 6.8922471595
2000-05-01 6.8486933147
2000-06-01 6.8387987596
2000-07-01 6.7799585438
2000-08-01 6.8140613912
2000-09-01 6.8363566496
2000-10-01 6.8249879115
2000-11-01 6.8133866971
2000-12-01 6.8799019216
2001-01-01 6.8134799045
2001-02-01 6.7624976240
2001-03-01 6.9817407575
2001-04-01 6.8006033431
2001-05-01 6.8366916520
2001-06-01 6.8427781801
2001-07-01 6.7920266224
2001-08-01 6.7230553731
2001-09-01 6.4498013748
2001-10-01 6.5285084155
2001-11-01 6.4106156759
2001-12-01 6.3818126187
2002-01-01 6.2773629926
2002-02-01 6.2540028882
2002-03-01 6.2552317714
2002-04-01 6.3149783071
2002-05-01 6.3374280253
2002-06-01 6.3695464852
2002-07-01 6.2169710227
2002-08-01 6.2305811021
2002-09-01 6.2670698996
2002-10-01 6.2256024561
2002-11-01 6.2044138542
2002-12-01 6.0904795499
2003-01-01 6.1197315284
2003-02-01 6.0196399232
2003-03-01 6.0227555422
2003-04-01 5.9407918670
2003-05-01 5.8584848134
2003-06-01 5.8204332732
2003-07-01 5.9189215033
2003-08-01 5.9204062003
2003-09-01 5.9933277378
2003-10-01 6.0332910563
2003-11-01 6.1107192207
2003-12-01 6.0941592203
2004-01-01 6.0704139180
2004-02-01 6.0722583459
2004-03-01 6.0114993113
2004-04-01 5.9533738064
2004-05-01 5.9721605950
2004-06-01 5.9453464987
2004-07-01 5.9207260106
2004-08-01 6.0007635952
2004-09-01 5.8226867292
2004-10-01 6.0479051544
2004-11-01 6.0415884941
2004-12-01 6.0995836925
2005-01-01 6.1379731421
2005-02-01 6.2412345320
2005-03-01 6.2990122538
2005-04-01 6.1465657117
2005-05-01 6.0815979280
2005-06-01 6.1436884933
2005-07-01 6.2013164113
2005-08-01 6.1918760498
2005-09-01 6.1507266819
2005-10-01 5.9690267711
2005-11-01 5.9742571447
2005-12-01 6.1029679466
2006-01-01 6.1344017881
2006-02-01 6.1344383329
2006-03-01 6.0944658266
2006-04-01 6.1189276543
2006-05-01 6.0796596521
2006-06-01 6.1085579997
2006-07-01 6.0908737785
2006-08-01 6.0980023173
2006-09-01 6.0717621406
2006-10-01 6.0865066870
2006-11-01 6.0998810609
2006-12-01 6.1108474481
2007-01-01 6.1395892606
2007-02-01 6.1405175401
2007-03-01 6.1840201852
2007-04-01 6.2002881422
2007-05-01 6.1697946406
2007-06-01 6.1716170511
2007-07-01 6.1794819548
2007-08-01 6.1161380055
2007-09-01 6.1851642187
2007-10-01 6.1975899019
2007-11-01 6.2181722499
2007-12-01 6.2077476839
2008-01-01 6.1495733039
2008-02-01 6.1448820032
2008-03-01 6.0774817829
2008-04-01 6.2040657175
2008-05-01 6.2596793623
2008-06-01 6.1364296359
2008-07-01 6.0741361180
2008-08-01 6.1162367594
2008-09-01 6.1939055001
2008-10-01 6.0041714714
2008-11-01 6.0476167301
2008-12-01 6.0106124556
2009-01-01 6.0512919262
2009-02-01 6.0358986902
2009-03-01 5.9683219647
2009-04-01 5.9194496292
2009-05-01 5.9462391312
2009-06-01 5.9165083555
2009-07-01 5.8690551213
2009-08-01 5.8158133908
2009-09-01 5.8028394611
2009-10-01 5.8081279532
2009-11-01 5.7792702587
2009-12-01 5.8076075313
2010-01-01 5.7477953345
2010-02-01 5.7225010150
2010-03-01 5.7559594036
2010-04-01 5.7230100997
2010-05-01 5.7467657880
2010-06-01 5.8126501323
2010-07-01 5.8659024107
2010-08-01 5.9126975787
2010-09-01 5.9152370151
2010-10-01 5.9106653136
2010-11-01 5.9054795625
2010-12-01 5.9173287478
2011-01-01 5.9326366183
2011-02-01 5.9992193079
2011-03-01 6.0467000555
2011-04-01 6.1064865260
2011-05-01 6.1455564637
2011-06-01 6.1241933898
2011-07-01 6.0730108884
2011-08-01 6.1246219164
2011-09-01 6.1330363670
2011-10-01 6.1093490081
2011-11-01 6.1162212202
2011-12-01 6.1218176199
2012-01-01 6.1088847633
2012-02-01 6.0834553741
2012-03-01 6.0389409355
2012-04-01 5.9845513738
2012-05-01 5.9534490767
2012-06-01 5.8378212909
2012-07-01 5.9795212138
2012-08-01 5.9392840239
2012-09-01 5.9498599511
2012-10-01 5.9975100112
2012-11-01 6.0195538185
2012-12-01 6.0306005322
2013-01-01 6.0918343703
2013-02-01 6.0787760179
2013-03-01 6.0375636233
2013-04-01 6.0636337280
2013-05-01 6.0521754545
2013-06-01 6.0416845826
2013-07-01 6.0915714556
2013-08-01 6.1555005177
2013-09-01 6.1520669831
2013-10-01 6.0853462135
2013-11-01 6.2173736913
2013-12-01 6.2380916899
2014-01-01 6.2875144895
2014-02-01 6.2898088896
2014-03-01 6.4284218990
2014-04-01 6.3569231293
2014-05-01 6.3541625420
2014-06-01 6.3377421426
2014-07-01 6.2949842422
2014-08-01 6.2723376340
2014-09-01 6.2395311634
2014-10-01 6.2709987818
2014-11-01 6.2092492440
2014-12-01 6.2440707354
2015-01-01 6.1985394316
2015-02-01 6.2029118281
2015-03-01 6.2224411186
2015-04-01 6.2656556540
2015-05-01 6.3523309200
2015-06-01 6.3330902338
2015-07-01 6.2975599302
2015-08-01 6.2828280542
2015-09-01 6.3204870444
2015-10-01 6.1652660971
2015-11-01 6.2886381332
2015-12-01 6.2484313737
2016-01-01 6.3060229357
2016-02-01 6.3082087992
2016-03-01 6.3117439425
2016-04-01 6.2928911032
2016-05-01 6.2649407220
2016-06-01 6.2469653495
2016-07-01 6.2947531609
2016-08-01 6.2741909137
2016-09-01 6.3041568227
2016-10-01 6.1569618851
2016-11-01 6.2656128268
2016-12-01 6.2359480033
2017-01-01 6.2079967072
2017-02-01 6.2123818325
2017-03-01 6.2134415807
2017-04-01 6.2354876240
2017-05-01 6.2866344880
2017-06-01 6.2686211758
2017-07-01 6.1940374893
2017-08-01 6.1434138035
2017-09-01 6.0869436685
2017-10-01 6.1402496194
2017-11-01 6.1360572564
2017-12-01 6.1173456881
2018-01-01 6.1111358683
2018-02-01 6.1285079725
2018-03-01 6.1369104944
2018-04-01 6.0761983998
2018-05-01 6.0112728730
2018-06-01 5.9906410771
2018-07-01 5.9908050143
2018-08-01 5.9947375268
2018-09-01 5.9501195562
2018-10-01 5.9258951250
2018-11-01 5.9133451231
2018-12-01 5.9998269387
2019-01-01 6.1227118970
2019-02-01 6.0624320278
2019-03-01 6.0901927712
2019-04-01 5.9963966631
2019-05-01 6.0136668752
2019-06-01 5.9944067757
2019-07-01 6.2885512240
2019-08-01 6.2656455725
2019-09-01 6.3066350231
2019-10-01 6.4084500615
2019-11-01 6.5823730562
2019-12-01 6.5970290279
2020-01-01 6.3480610251
2020-02-01 6.4024457362
2020-03-01 5.8511113449
2020-04-01 4.2922302250
2020-05-01 4.6020478050
2020-06-01 4.6870326297
2020-07-01 4.6861207035
2020-08-01 4.7538846374
2020-09-01 4.7628826753
2020-10-01 4.6987491138
2020-11-01 4.7692677632
2020-12-01 4.8118511796
2021-01-01 4.8621907611
2021-02-01 4.9228490655
2021-03-01 4.9910423785
2021-04-01 5.1789693623
2021-05-01 5.1810343248
2021-06-01 5.1885905610
2021-07-01 5.1860815128
2021-08-01 5.1645899222
2021-09-01 5.2527659099
2021-10-01 5.2721528662
2021-11-01 5.3623945917
2021-12-01 5.8212697483
2022-01-01 5.8789728609
2022-02-01 5.9188773195
2022-03-01 6.0020793198
2022-04-01 5.9801357768
2022-05-01 5.9700056663
2022-06-01 5.9887661410
2022-07-01 6.1819564802
2022-08-01 6.2717891449
2022-09-01 6.3617040342
2022-10-01 6.4612327823
2022-11-01 6.3678659356
2022-12-01 6.3254341785
2023-01-01 6.3849504979
2023-02-01 6.3084363949
2023-03-01 6.1965760457
2023-04-01 6.5766624584
2023-05-01 6.6548603041
2023-06-01 6.4770260437
2023-07-01 6.4825643888
2023-08-01 6.4847135078
2023-09-01 6.3993089327
2023-10-01 6.4758988898
2023-11-01 6.3619408608
2023-12-01 6.4153899342
2024-01-01 6.2970431148
2024-02-01 6.3911027179
2024-03-01 6.3669148853
2024-04-01 6.7729765748
2024-05-01 6.4547704176
2024-06-01 6.7513103879
2024-07-01 6.6935821698
2024-08-01 6.3981809080
2024-09-01 6.2284617137
2024-10-01 6.3193941900
2024-11-01 6.3527384044
2024-12-01 6.3129912774
2025-01-01 6.2845648767
2025-02-01 6.1777423943
2025-03-01 6.2298395948
2025-04-01 6.2602027167
2025-05-01 6.1594803594
2025-06-01 6.2362071198
2025-07-01 6.1125561972
2025-08-01 5.9131537960
2025-09-01 6.0553372970
2025-10-01 6.0534557493
2025-11-01 6.1442758352
2025-12-01 6.1132083192
2026-01-01 6.1695974004
2026-02-01 6.2506387116
2026-03-01 6.1918012594
2026-04-01 6.0637258898
2026-05-01 6.0709466588
2026-06-01 5.9428104169
2026-07-01 6.0277336694
2026-08-01 6.1203671241

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