Table Data - All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA)
Series ID SOUT718EDUH
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 2026-05-01
Last Updated 2026-06-24 9:45 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 19.3793315527603
1990-02-01 19.5058892241187
1990-03-01 19.6770950005885
1990-04-01 19.7801832687804
1990-05-01 19.8301502618398
1990-06-01 19.6749267818279
1990-07-01 19.6669866176891
1990-08-01 19.8483970625457
1990-09-01 19.9146386905076
1990-10-01 19.9073330770399
1990-11-01 19.9743500629721
1990-12-01 20.0058540303540
1991-01-01 20.0831426218766
1991-02-01 20.2165780005905
1991-03-01 20.2905977579519
1991-04-01 20.3649855622317
1991-05-01 20.5374455143462
1991-06-01 20.6066616799185
1991-07-01 20.1722244267396
1991-08-01 20.3492805690536
1991-09-01 20.6005676616682
1991-10-01 20.4975451977857
1991-11-01 20.5520637178291
1991-12-01 20.4917638473724
1992-01-01 20.9784562651246
1992-02-01 21.1242691188482
1992-03-01 21.0052070899842
1992-04-01 20.6742705961406
1992-05-01 20.7756528186852
1992-06-01 21.2211414739985
1992-07-01 21.4893035694370
1992-08-01 21.3426788973004
1992-09-01 21.0985316250258
1992-10-01 21.4869207401483
1992-11-01 21.4273026665477
1992-12-01 21.5598142703903
1993-01-01 21.3751112366524
1993-02-01 21.4262295678963
1993-03-01 21.4057938366826
1993-04-01 21.6040309572956
1993-05-01 21.8394420195961
1993-06-01 21.4180704795785
1993-07-01 21.6491516557268
1993-08-01 21.5665654957363
1993-09-01 21.8052867743794
1993-10-01 22.2912281239688
1993-11-01 22.1107196953964
1993-12-01 22.2455212598425
1994-01-01 23.1822887863389
1994-02-01 23.1085157256228
1994-03-01 23.1877164990264
1994-04-01 23.6433804384048
1994-05-01 23.4912547230176
1994-06-01 23.5452470017656
1994-07-01 23.6958007095993
1994-08-01 23.7692981656386
1994-09-01 23.8111853828057
1994-10-01 23.5825878584041
1994-11-01 23.6679289045300
1994-12-01 23.5109625768586
1995-01-01 23.7928652931990
1995-02-01 23.7977178414715
1995-03-01 23.8620792934812
1995-04-01 23.7061110729609
1995-05-01 23.6178592121573
1995-06-01 23.8029557767480
1995-07-01 23.9120217344202
1995-08-01 24.0097306018829
1995-09-01 23.8545637373182
1995-10-01 23.7872236595120
1995-11-01 23.7503813377744
1995-12-01 23.9127944835907
1996-01-01 23.8093758982169
1996-02-01 23.9925574048044
1996-03-01 24.0389732243253
1996-04-01 23.7564618659757
1996-05-01 23.5062136103227
1996-06-01 23.5131136448038
1996-07-01 24.3685131701652
1996-08-01 24.1865439770710
1996-09-01 24.1198964767731
1996-10-01 23.9781012207258
1996-11-01 24.0197823543330
1996-12-01 24.0200715027135
1997-01-01 24.2185826297590
1997-02-01 24.4043984699846
1997-03-01 24.3376329769297
1997-04-01 24.3911895291973
1997-05-01 24.4812153083768
1997-06-01 24.5264479620468
1997-07-01 24.6069781906555
1997-08-01 24.3580555385883
1997-09-01 24.5836354013920
1997-10-01 24.7638377054803
1997-11-01 24.8920607471013
1997-12-01 25.0239656896693
1998-01-01 25.1362124531159
1998-02-01 25.0294438163838
1998-03-01 25.1651306589513
1998-04-01 25.8741781030539
1998-05-01 26.1292205348634
1998-06-01 26.2606106291383
1998-07-01 26.1497551808629
1998-08-01 25.8756380453624
1998-09-01 26.7399776074455
1998-10-01 27.2328074473025
1998-11-01 27.2403614159129
1998-12-01 27.5061911151260
1999-01-01 26.9567808428996
1999-02-01 27.1669308992279
1999-03-01 27.3053510184765
1999-04-01 27.4352909248346
1999-05-01 27.3931731174452
1999-06-01 27.3927545459471
1999-07-01 27.0172421435093
1999-08-01 26.7408939484429
1999-09-01 27.2533880047943
1999-10-01 27.9709536148646
1999-11-01 27.9698604122178
1999-12-01 27.9800022227571
2000-01-01 28.0874453057431
2000-02-01 28.0908276574460
2000-03-01 28.1386470398716
2000-04-01 28.4623829959478
2000-05-01 28.6052040343991
2000-06-01 28.6532147213461
2000-07-01 28.5408799973959
2000-08-01 28.7328295092614
2000-09-01 28.4450426680687
2000-10-01 28.0326460473121
2000-11-01 28.0294418319850
2000-12-01 28.1621236966874
2001-01-01 28.4150666638233
2001-02-01 28.4886058081913
2001-03-01 28.5528999851482
2001-04-01 28.7009757845064
2001-05-01 28.8900804991814
2001-06-01 28.6377607032322
2001-07-01 28.9948220488595
2001-08-01 29.1089831208404
2001-09-01 28.8822782163369
2001-10-01 28.8650323103823
2001-11-01 28.9428916067843
2001-12-01 28.9307099424477
2002-01-01 29.0772999267905
2002-02-01 29.1773754163119
2002-03-01 29.2396583071044
2002-04-01 29.0406880377249
2002-05-01 30.0261717684472
2002-06-01 29.6724535532736
2002-07-01 29.5355343046855
2002-08-01 29.8850391208237
2002-09-01 29.7956186595158
2002-10-01 29.7376209703067
2002-11-01 29.6690562092049
2002-12-01 29.8529426445358
2003-01-01 30.1634608947522
2003-02-01 30.2963121066314
2003-03-01 30.3092559207547
2003-04-01 30.6230271010284
2003-05-01 30.4905957388320
2003-06-01 30.5159026549955
2003-07-01 30.6298613625696
2003-08-01 30.5178193768221
2003-09-01 30.3842053717749
2003-10-01 30.4207799128537
2003-11-01 30.2110096801900
2003-12-01 30.7215606322565
2004-01-01 31.1003658326998
2004-02-01 31.1769403274717
2004-03-01 31.1106223620630
2004-04-01 31.9209303739544
2004-05-01 31.1285760916043
2004-06-01 31.4450969179939
2004-07-01 31.7696636614532
2004-08-01 31.2875984170623
2004-09-01 32.0553383512755
2004-10-01 32.8244787797728
2004-11-01 32.5833560177701
2004-12-01 32.3251502890284
2005-01-01 32.1207833325559
2005-02-01 32.4995358161198
2005-03-01 32.7581158288705
2005-04-01 32.6553875016788
2005-05-01 31.7317042375023
2005-06-01 32.7291709014459
2005-07-01 32.9455790736608
2005-08-01 32.5410897980912
2005-09-01 32.9380873005359
2005-10-01 33.4917409143324
2005-11-01 33.1565129156159
2005-12-01 32.8225760684828
2006-01-01 32.8344018507395
2006-02-01 32.8102585900665
2006-03-01 33.1148970841762
2006-04-01 32.8888676784422
2006-05-01 32.0295077489684
2006-06-01 32.9740646456536
2006-07-01 33.3879603695004
2006-08-01 33.2725708218326
2006-09-01 33.4168826761011
2006-10-01 33.9442046203827
2006-11-01 33.8145639414643
2006-12-01 33.4065587825962
2007-01-01 33.1088091447344
2007-02-01 32.8741532095256
2007-03-01 32.7135746090735
2007-04-01 33.0096703221423
2007-05-01 32.1606923689876
2007-06-01 33.3298951574970
2007-07-01 33.8979391200331
2007-08-01 33.5852760952882
2007-09-01 33.6185699325639
2007-10-01 33.6721053278906
2007-11-01 33.4835690052955
2007-12-01 33.8160579315391
2008-01-01 33.9592389435768
2008-02-01 33.6591897403828
2008-03-01 33.5679207226168
2008-04-01 33.7681623212369
2008-05-01 33.7560722144688
2008-06-01 34.6514522742540
2008-07-01 34.5893061512168
2008-08-01 34.4357727164289
2008-09-01 33.7431955031238
2008-10-01 33.7283896320974
2008-11-01 33.6884314999583
2008-12-01 34.0255042418553
2009-01-01 34.1353305815543
2009-02-01 34.2518020919257
2009-03-01 34.2922950014635
2009-04-01 34.4024849571849
2009-05-01 34.6652640581467
2009-06-01 35.6546359078941
2009-07-01 34.0504044170579
2009-08-01 34.1815235976143
2009-09-01 34.8115973107699
2009-10-01 34.3836850458696
2009-11-01 34.6494030367953
2009-12-01 34.6455278430336
2010-01-01 34.1970563500491
2010-02-01 34.3861771822504
2010-03-01 34.0108596316703
2010-04-01 35.9197527911845
2010-05-01 35.9666077234887
2010-06-01 34.8226094694259
2010-07-01 33.7366992194995
2010-08-01 34.7143610794785
2010-09-01 35.6989083716506
2010-10-01 35.7090638981095
2010-11-01 35.8441337088057
2010-12-01 35.8588863414869
2011-01-01 36.3011743464654
2011-02-01 36.4457843030488
2011-03-01 36.4277156135670
2011-04-01 37.2699003950711
2011-05-01 36.9878924749170
2011-06-01 35.7345922337605
2011-07-01 34.6158864212763
2011-08-01 35.2668218513041
2011-09-01 36.0314308148686
2011-10-01 36.5122632748488
2011-11-01 36.4204844566418
2011-12-01 36.7240867037313
2012-01-01 36.6466611619668
2012-02-01 36.8500995952826
2012-03-01 36.4312355710182
2012-04-01 35.4913965518090
2012-05-01 35.3928849097323
2012-06-01 35.8029087634996
2012-07-01 35.8807234511096
2012-08-01 36.2784826573734
2012-09-01 35.6685410834896
2012-10-01 35.7288900053606
2012-11-01 35.8331737379881
2012-12-01 35.9592228485740
2013-01-01 35.8599628020274
2013-02-01 36.0301494275976
2013-03-01 36.1035557384074
2013-04-01 36.2147921770940
2013-05-01 36.2292893450528
2013-06-01 35.9870881046100
2013-07-01 36.2357266199438
2013-08-01 36.8166382576731
2013-09-01 36.4696068913235
2013-10-01 36.5273320061464
2013-11-01 36.7361667582049
2013-12-01 36.7043294550558
2014-01-01 36.7169120189183
2014-02-01 36.8431664585206
2014-03-01 37.0645054464468
2014-04-01 37.0245240882641
2014-05-01 37.2432457897236
2014-06-01 37.6709257024448
2014-07-01 37.0883062311868
2014-08-01 37.2823511397357
2014-09-01 37.3224203878673
2014-10-01 37.4197912759803
2014-11-01 37.5517345733883
2014-12-01 37.6939620065900
2015-01-01 37.8231302784914
2015-02-01 37.6842725060877
2015-03-01 37.6906357190508
2015-04-01 37.7057748747679
2015-05-01 38.0645789604829
2015-06-01 38.1933463746250
2015-07-01 38.1937784576282
2015-08-01 38.1021535788065
2015-09-01 38.3688333508625
2015-10-01 38.3175455208962
2015-11-01 38.4069580694939
2015-12-01 38.5257826371166
2016-01-01 38.7152293520822
2016-02-01 38.4949581490502
2016-03-01 38.5035352073224
2016-04-01 38.6808573669075
2016-05-01 38.7166611908173
2016-06-01 38.6086657487466
2016-07-01 38.4868410633961
2016-08-01 38.6157744652367
2016-09-01 38.9651906921449
2016-10-01 38.9401096363473
2016-11-01 38.9006601234327
2016-12-01 38.7484326997454
2017-01-01 38.5786322707448
2017-02-01 38.7921722816211
2017-03-01 38.9523329675937
2017-04-01 38.8694245013547
2017-05-01 38.7305672195042
2017-06-01 38.5556840259064
2017-07-01 38.5017697313168
2017-08-01 38.6605414491334
2017-09-01 38.8721853273489
2017-10-01 38.9086751783015
2017-11-01 38.8059402616186
2017-12-01 38.5248500435657
2018-01-01 38.6653281264969
2018-02-01 39.0053421891244
2018-03-01 39.2191534418066
2018-04-01 39.2718678495668
2018-05-01 39.1506799236562
2018-06-01 38.8493837168912
2018-07-01 38.9959600036661
2018-08-01 38.9967063926144
2018-09-01 39.1492845529623
2018-10-01 39.1876873483833
2018-11-01 39.1793954119630
2018-12-01 39.4433359914642
2019-01-01 39.9891386672879
2019-02-01 40.1599714231482
2019-03-01 40.3841430166932
2019-04-01 38.7973129722511
2019-05-01 38.8445197833763
2019-06-01 39.5807862910646
2019-07-01 40.0218553408796
2019-08-01 40.2625101037462
2019-09-01 39.8666898243533
2019-10-01 39.1825925761584
2019-11-01 39.4443669196145
2019-12-01 39.6540627694226
2020-01-01 38.4683847899478
2020-02-01 38.0123903250718
2020-03-01 37.8046713202181
2020-04-01 32.6070785578944
2020-05-01 33.2374744970512
2020-06-01 33.8235945076996
2020-07-01 34.0572689577443
2020-08-01 34.3938381993594
2020-09-01 33.7931146803168
2020-10-01 34.1181668517624
2020-11-01 34.2697115994691
2020-12-01 34.3453614553946
2021-01-01 33.9933605202209
2021-02-01 33.9486841981548
2021-03-01 33.9734854172251
2021-04-01 34.3459041818666
2021-05-01 34.5080256575361
2021-06-01 34.8171940407355
2021-07-01 34.5950819326958
2021-08-01 34.3471445263884
2021-09-01 34.2970427286142
2021-10-01 34.7540833904217
2021-11-01 34.8911442286751
2021-12-01 35.0676747762060
2022-01-01 34.8943120205249
2022-02-01 34.9503142119587
2022-03-01 35.2973289568179
2022-04-01 35.4979637092491
2022-05-01 35.7899949085489
2022-06-01 36.0846735456446
2022-07-01 35.4857632323959
2022-08-01 35.6698317375986
2022-09-01 35.6382297026563
2022-10-01 35.5524544327391
2022-11-01 35.6895874095782
2022-12-01 35.6976291083414
2023-01-01 36.0800144305282
2023-02-01 36.3246803813951
2023-03-01 36.5061410722878
2023-04-01 36.3459798959626
2023-05-01 36.3926044854760
2023-06-01 36.2215207030054
2023-07-01 35.9963863351518
2023-08-01 36.4127115054558
2023-09-01 36.8243650808663
2023-10-01 36.5427303746534
2023-11-01 36.2787844241910
2023-12-01 36.2217834400273
2024-01-01 35.4219579550989
2024-02-01 35.3618252986530
2024-03-01 35.4434089297527
2024-04-01 35.2970184846771
2024-05-01 35.3318807204686
2024-06-01 35.5019782639986
2024-07-01 35.7985337165278
2024-08-01 35.7413079389022
2024-09-01 35.8843450248819
2024-10-01 35.7390948559025
2024-11-01 35.7749306676737
2024-12-01 35.7304857542792
2025-01-01 35.5553123452357
2025-02-01 35.7125603651826
2025-03-01 35.7313178289028
2025-04-01 35.4323198690619
2025-05-01 35.0874161976790
2025-06-01 34.9706472852089
2025-07-01 34.1603757263378
2025-08-01 34.1390587111154
2025-09-01 34.0589473320940
2025-10-01 34.1459455552473
2025-11-01 34.2690556343431
2025-12-01 34.3248783758382
2026-01-01 34.4153314888659
2026-02-01 34.2941694000028
2026-03-01 34.1576016014040
2026-04-01 34.3525702283517
2026-05-01 34.4301781706541

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