Table Data - All Employees: Education and Health Services: Private Education and Health Services in Bay City, MI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Bay City, MI (MSA)
Series ID BAYC026EDUH
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 2026-09-01
Last Updated 2026-10-20 9:40 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 4.0783307017
1990-02-01 4.0894473616
1990-03-01 4.1042791921
1990-04-01 3.9928765426
1990-05-01 3.9963589869
1990-06-01 3.9735409891
1990-07-01 4.0215241110
1990-08-01 4.0878250212
1990-09-01 4.0849525359
1990-10-01 4.0950777364
1990-11-01 4.0682466906
1990-12-01 4.1027836340
1991-01-01 4.2796695315
1991-02-01 4.2962822945
1991-03-01 4.3092591683
1991-04-01 4.0920574115
1991-05-01 4.0918790876
1991-06-01 4.0718397827
1991-07-01 4.1193235563
1991-08-01 4.0844488812
1991-09-01 4.1871350513
1991-10-01 4.1902839350
1991-11-01 4.1681125337
1991-12-01 4.2001827584
1992-01-01 4.1832965178
1992-02-01 4.2086216331
1992-03-01 4.2177113725
1992-04-01 4.3902374455
1992-05-01 4.2862266576
1992-06-01 4.3696054562
1992-07-01 4.3120494328
1992-08-01 4.2798755309
1992-09-01 4.2917700375
1992-10-01 4.2864710331
1992-11-01 4.3615960105
1992-12-01 4.2956217674
1993-01-01 4.2940249943
1993-02-01 4.3244416123
1993-03-01 4.3262712783
1993-04-01 4.5864849663
1993-05-01 4.4797285490
1993-06-01 4.4650121803
1993-07-01 4.3995762499
1993-08-01 4.4778240704
1993-09-01 4.4049854219
1993-10-01 4.3828508293
1993-11-01 4.3517000018
1993-12-01 4.3944485223
1994-01-01 4.4044809621
1994-02-01 4.3374416191
1994-03-01 4.3354685570
1994-04-01 4.2763110764
1994-05-01 4.2729625878
1994-06-01 4.2643338032
1994-07-01 4.2877228071
1994-08-01 4.2722340810
1994-09-01 4.3202765700
1994-10-01 4.3794624808
1994-11-01 4.3504528589
1994-12-01 4.3895601353
1995-01-01 4.4172670886
1995-02-01 4.4472194550
1995-03-01 4.5414746696
1995-04-01 4.4615678819
1995-05-01 4.4669654874
1995-06-01 4.5612526693
1995-07-01 4.6780843840
1995-08-01 4.7727333105
1995-09-01 4.7327670060
1995-10-01 4.6760517407
1995-11-01 4.7567173573
1995-12-01 4.7897274998
1996-01-01 4.6250759189
1996-02-01 4.6506075674
1996-03-01 4.6465514689
1996-04-01 4.6427539494
1996-05-01 4.6663705878
1996-06-01 4.6567449350
1996-07-01 4.6727221559
1996-08-01 4.5725882828
1996-09-01 4.6309274338
1996-10-01 4.7787979090
1996-11-01 4.8695178100
1996-12-01 4.8903053757
1997-01-01 5.0350158443
1997-02-01 5.0527735806
1997-03-01 5.0537372094
1997-04-01 5.1208492239
1997-05-01 5.0677909531
1997-06-01 5.0454483395
1997-07-01 5.0678415054
1997-08-01 5.0783781060
1997-09-01 5.0207333325
1997-10-01 5.0891602118
1997-11-01 4.9800226305
1997-12-01 5.0963195377
1998-01-01 4.9425082479
1998-02-01 4.9483458934
1998-03-01 4.9573954862
1998-04-01 5.1049701114
1998-05-01 5.0756655464
1998-06-01 5.0355203634
1998-07-01 4.9630240912
1998-08-01 4.9782415295
1998-09-01 5.0031048050
1998-10-01 5.0050622012
1998-11-01 4.8904317386
1998-12-01 5.0023049229
1999-01-01 5.0514998793
1999-02-01 5.0417618632
1999-03-01 5.0556863187
1999-04-01 5.1966105553
1999-05-01 5.0828686909
1999-06-01 5.1256906099
1999-07-01 5.0605144578
1999-08-01 5.0842440581
1999-09-01 5.0887065787
1999-10-01 5.0181366431
1999-11-01 4.9906527561
1999-12-01 5.0077274824
2000-01-01 5.0565915489
2000-02-01 5.0347954540
2000-03-01 5.0492210238
2000-04-01 5.0993316427
2000-05-01 5.0906899211
2000-06-01 5.1175819358
2000-07-01 5.2595333715
2000-08-01 5.2901250735
2000-09-01 5.3838660715
2000-10-01 5.3272185083
2000-11-01 5.3800318260
2000-12-01 5.4067909752
2001-01-01 5.3608527024
2001-02-01 5.4333921083
2001-03-01 5.4409636633
2001-04-01 5.3107539361
2001-05-01 5.2908791983
2001-06-01 5.3118634061
2001-07-01 5.3581549951
2001-08-01 5.3029838574
2001-09-01 5.2879861135
2001-10-01 5.2323260643
2001-11-01 5.2651374985
2001-12-01 5.2005923411
2002-01-01 5.1574312192
2002-02-01 5.3325314727
2002-03-01 5.3297749097
2002-04-01 5.4311584368
2002-05-01 5.3911572185
2002-06-01 5.4078921499
2002-07-01 5.3598306571
2002-08-01 5.4131292400
2002-09-01 5.3979879496
2002-10-01 5.5302199630
2002-11-01 5.5514234228
2002-12-01 5.5866630686
2003-01-01 5.2549865316
2003-02-01 5.2391204442
2003-03-01 5.2189676378
2003-04-01 5.3515519668
2003-05-01 5.3860011341
2003-06-01 5.4086686487
2003-07-01 5.2666221322
2003-08-01 5.4196348128
2003-09-01 5.4032669754
2003-10-01 5.5233797616
2003-11-01 5.5451423796
2003-12-01 5.5736727942
2004-01-01 5.5465990508
2004-02-01 5.5456756825
2004-03-01 5.6140139912
2004-04-01 5.5690434683
2004-05-01 5.6842747001
2004-06-01 5.7167725954
2004-07-01 5.7749122993
2004-08-01 5.7138362851
2004-09-01 5.8017099473
2004-10-01 5.7133131707
2004-11-01 5.7472394421
2004-12-01 5.7605954027
2005-01-01 5.8405924924
2005-02-01 5.8541794444
2005-03-01 5.9159969184
2005-04-01 5.7761344267
2005-05-01 5.7857868295
2005-06-01 5.8360044485
2005-07-01 5.7770749649
2005-08-01 5.8015774465
2005-09-01 5.7882439141
2005-10-01 5.8042008425
2005-11-01 5.8567787422
2005-12-01 5.8550593558
2006-01-01 5.7374281101
2006-02-01 5.7560769873
2006-03-01 5.8243242889
2006-04-01 5.7721183596
2006-05-01 5.7933168790
2006-06-01 5.7594176759
2006-07-01 5.7755386570
2006-08-01 5.7847922163
2006-09-01 5.8762927040
2006-10-01 5.7919040621
2006-11-01 5.7628945564
2006-12-01 5.7499109857
2007-01-01 5.8460300955
2007-02-01 5.8625116740
2007-03-01 5.8401740791
2007-04-01 5.8550051827
2007-05-01 5.8992385768
2007-06-01 5.8756661643
2007-07-01 5.9705643118
2007-08-01 6.0695415340
2007-09-01 6.0652694390
2007-10-01 6.0825214085
2007-11-01 6.0739100448
2007-12-01 6.1531884919
2008-01-01 6.1521754925
2008-02-01 6.1642839277
2008-03-01 6.1566705023
2008-04-01 6.2368410627
2008-05-01 6.2059459961
2008-06-01 6.1853734391
2008-07-01 6.1623478728
2008-08-01 6.1541815300
2008-09-01 6.1557918003
2008-10-01 6.1787052003
2008-11-01 6.1874674309
2008-12-01 6.1553345943
2009-01-01 6.1598732742
2009-02-01 6.1696538236
2009-03-01 6.1708689838
2009-04-01 6.2205196660
2009-05-01 6.2102095316
2009-06-01 6.1825248071
2009-07-01 6.2529861797
2009-08-01 6.2423958907
2009-09-01 6.2433470574
2009-10-01 6.3865601012
2009-11-01 6.4031946354
2009-12-01 6.3665007812
2010-01-01 6.2622628988
2010-02-01 6.2682977896
2010-03-01 6.2737885677
2010-04-01 6.3141499610
2010-05-01 6.3110037592
2010-06-01 6.3763269952
2010-07-01 6.3473029602
2010-08-01 6.3344815491
2010-09-01 6.3346830779
2010-10-01 6.2973522241
2010-11-01 6.3130864070
2010-12-01 6.3750452476
2011-01-01 6.4691662190
2011-02-01 6.5665951404
2011-03-01 6.5688670007
2011-04-01 6.5100913457
2011-05-01 6.5056925309
2011-06-01 6.5657559718
2011-07-01 6.6522339552
2011-08-01 6.7305770892
2011-09-01 6.7340780956
2011-10-01 6.7077198889
2011-11-01 6.7211207953
2011-12-01 6.6835486004
2012-01-01 6.8696349038
2012-02-01 6.8580322916
2012-03-01 6.8531086847
2012-04-01 7.0163850592
2012-05-01 6.9966224103
2012-06-01 7.0624300610
2012-07-01 7.0648561470
2012-08-01 7.1296742283
2012-09-01 7.1413635244
2012-10-01 7.1119035428
2012-11-01 7.1217249024
2012-12-01 7.0824239597
2013-01-01 7.0695517322
2013-02-01 7.0526529356
2013-03-01 7.0408998489
2013-04-01 7.0171627416
2013-05-01 7.0877344502
2013-06-01 7.0615059161
2013-07-01 7.0835737057
2013-08-01 7.0354283016
2013-09-01 7.0571227461
2013-10-01 7.0097780636
2013-11-01 7.0096455020
2013-12-01 6.9716309975
2014-01-01 6.9711161360
2014-02-01 7.0538247946
2014-03-01 7.0283089312
2014-04-01 7.0206347207
2014-05-01 6.9804803051
2014-06-01 7.0668234470
2014-07-01 6.8950968599
2014-08-01 6.8459848018
2014-09-01 6.8791512130
2014-10-01 6.9995644049
2014-11-01 6.9883502957
2014-12-01 7.0547140790
2015-01-01 7.0779876469
2015-02-01 7.0596280201
2015-03-01 7.1248734569
2015-04-01 7.0219880890
2015-05-01 7.0774354386
2015-06-01 7.0690895776
2015-07-01 6.9981749626
2015-08-01 7.0537979809
2015-09-01 7.0029262698
2015-10-01 6.9897177736
2015-11-01 6.9706483947
2015-12-01 6.9393203620
2016-01-01 6.9803601701
2016-02-01 6.8663638111
2016-03-01 6.8239171934
2016-04-01 6.8292895368
2016-05-01 6.7812781756
2016-06-01 6.7679813420
2016-07-01 6.7875113954
2016-08-01 6.7591621073
2016-09-01 6.8186106231
2016-10-01 6.7835167891
2016-11-01 6.8627090332
2016-12-01 6.8301638803
2017-01-01 6.7772683821
2017-02-01 6.7696604321
2017-03-01 6.8363446176
2017-04-01 6.8337861438
2017-05-01 6.7882327143
2017-06-01 6.7614600348
2017-07-01 6.7720661432
2017-08-01 6.7578494358
2017-09-01 6.7237172791
2017-10-01 6.7829698326
2017-11-01 6.7643591444
2017-12-01 6.7336922477
2018-01-01 6.6704868367
2018-02-01 6.6712434959
2018-03-01 6.6441943328
2018-04-01 6.6415463903
2018-05-01 6.6943098172
2018-06-01 6.6525726617
2018-07-01 6.6532782097
2018-08-01 6.6547548702
2018-09-01 6.5249123553
2018-10-01 6.5829747172
2018-11-01 6.5722589673
2018-12-01 6.5460180801
2019-01-01 6.5660866298
2019-02-01 6.5692499808
2019-03-01 6.5497403894
2019-04-01 6.5438895155
2019-05-01 6.4936614446
2019-06-01 6.5454234724
2019-07-01 6.5433118608
2019-08-01 6.4495180385
2019-09-01 6.5226136591
2019-10-01 6.4846756911
2019-11-01 6.4845000934
2019-12-01 6.5655217244
2020-01-01 6.5583638983
2020-02-01 6.5660698530
2020-03-01 6.4467258326
2020-04-01 5.4430390261
2020-05-01 5.5918271299
2020-06-01 5.6376977547
2020-07-01 5.9419504019
2020-08-01 6.0501081977
2020-09-01 6.0177489555
2020-10-01 5.8873416904
2020-11-01 5.9957718268
2020-12-01 5.9818976130
2021-01-01 6.1505563803
2021-02-01 6.0608481264
2021-03-01 6.1454807616
2021-04-01 6.0350190519
2021-05-01 6.0878980941
2021-06-01 5.9375574689
2021-07-01 6.1506387244
2021-08-01 6.1473523090
2021-09-01 6.1092017653
2021-10-01 6.1922640743
2021-11-01 6.2033543222
2021-12-01 6.1984314799
2022-01-01 6.1431306975
2022-02-01 6.1551983531
2022-03-01 6.2385781200
2022-04-01 6.3283343099
2022-05-01 6.2845852793
2022-06-01 6.2433809045
2022-07-01 6.2585111770
2022-08-01 6.2444563743
2022-09-01 6.3067896398
2022-10-01 6.2951439113
2022-11-01 6.3057124739
2022-12-01 6.3072471775
2023-01-01 6.3400431137
2023-02-01 6.3488949314
2023-03-01 6.3359393379
2023-04-01 6.5231228968
2023-05-01 6.3774298624
2023-06-01 6.4533081119
2023-07-01 6.3658635380
2023-08-01 6.3408383823
2023-09-01 6.5042701002
2023-10-01 6.3991969723
2023-11-01 6.4076379406
2023-12-01 6.4147516561
2024-01-01 6.4350357877
2024-02-01 6.4384767515
2024-03-01 6.5348736557
2024-04-01 6.4235351055
2024-05-01 6.3748118868
2024-06-01 6.3594881209
2024-07-01 6.3676857258
2024-08-01 6.4431449733
2024-09-01 6.4000311776
2024-10-01 6.4038029550
2024-11-01 6.4103723430
2024-12-01 6.4165138024
2025-01-01 6.5300756496
2025-02-01 6.4272019397
2025-03-01 6.4371281518
2025-04-01 6.4258097431
2025-05-01 6.4742670436
2025-06-01 6.4665807402
2025-07-01 6.5690550243
2025-08-01 6.5424243066
2025-09-01 6.4942402081
2025-10-01 6.5071173432
2025-11-01 6.5131713547
2025-12-01 6.5190073145
2026-01-01 6.5254208381
2026-02-01 6.6189019106
2026-03-01 6.5362754636
2026-04-01 6.5320989352
2026-05-01 6.5751152522
2026-06-01 6.5723596286
2026-07-01 6.5659196238
2026-08-01 6.5417312746
2026-09-01 6.5919136751

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