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 2026-05-01
Last Updated 2026-06-24 10:11 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 4.07833077711615
1990-02-01 4.08944742067703
1990-03-01 4.10427943251373
1990-04-01 3.99287635784740
1990-05-01 3.99635887965978
1990-06-01 3.97354065091240
1990-07-01 4.02152384976279
1990-08-01 4.08782477407206
1990-09-01 4.08495240619522
1990-10-01 4.09507777861122
1990-11-01 4.06824703310933
1990-12-01 4.10278400660031
1991-01-01 4.27966976325593
1991-02-01 4.29628250735921
1991-03-01 4.30925950631127
1991-04-01 4.09205731278892
1991-05-01 4.09187894018049
1991-06-01 4.07183927450064
1991-07-01 4.11932298721106
1991-08-01 4.08444830112826
1991-09-01 4.18713470240827
1991-10-01 4.19028395665513
1991-11-01 4.16811306361331
1991-12-01 4.20018350185641
1992-01-01 4.18329726339828
1992-02-01 4.20862238861397
1992-03-01 4.21771170814365
1992-04-01 4.39023780717668
1992-05-01 4.28622594332551
1992-06-01 4.36960489252837
1992-07-01 4.31204839421208
1992-08-01 4.27987309045459
1992-09-01 4.29176897294508
1992-10-01 4.28647036149431
1992-11-01 4.36159593661778
1992-12-01 4.29562878421681
1993-01-01 4.29402547985591
1993-02-01 4.32444226334310
1993-03-01 4.32627113660861
1993-04-01 4.58648542549258
1993-05-01 4.47972689819997
1993-06-01 4.46501145423032
1993-07-01 4.39957504809775
1993-08-01 4.47781729490754
1993-09-01 4.40498257325890
1993-10-01 4.38285087308609
1993-11-01 4.35170090526045
1993-12-01 4.39446323295153
1994-01-01 4.40448209928850
1994-02-01 4.33744233096704
1994-03-01 4.33546736192739
1994-04-01 4.27631065999835
1994-05-01 4.27295905256274
1994-06-01 4.26433207808797
1994-07-01 4.28772076948843
1994-08-01 4.27222262474028
1994-09-01 4.32027150443105
1994-10-01 4.37946269376508
1994-11-01 4.35045404762249
1994-12-01 4.38959187548953
1995-01-01 4.41726808752160
1995-02-01 4.44721993932366
1995-03-01 4.54147328658432
1995-04-01 4.46155778668396
1995-05-01 4.46695920393334
1995-06-01 4.56125097779953
1995-07-01 4.67808253542636
1995-08-01 4.77271858211456
1995-09-01 4.73275892901664
1995-10-01 4.67605063529886
1995-11-01 4.75672978570068
1995-12-01 4.78976861139838
1996-01-01 4.62507703534469
1996-02-01 4.65060910362933
1996-03-01 4.64655151511086
1996-04-01 4.64272547229771
1996-05-01 4.66636289480905
1996-06-01 4.65674457731366
1996-07-01 4.67272198736174
1996-08-01 4.57257524609577
1996-09-01 4.63091975111143
1996-10-01 4.77879499872081
1996-11-01 4.86953919737614
1996-12-01 4.89035316771295
1997-01-01 5.03501507913728
1997-02-01 5.05277484928726
1997-03-01 5.05373693061580
1997-04-01 5.12079778941158
1997-05-01 5.06777587915180
1997-06-01 5.04544196023422
1997-07-01 5.06784094095019
1997-08-01 5.07837566322567
1997-09-01 5.02075848707789
1997-10-01 5.08917278776205
1997-11-01 4.98006498724951
1997-12-01 5.09635592299138
1998-01-01 4.94248858827585
1998-02-01 4.94831634804113
1998-03-01 4.95742548897211
1998-04-01 5.10486977776953
1998-05-01 5.07561802665463
1998-06-01 5.03549083483129
1998-07-01 4.96301052479564
1998-08-01 4.97827673900442
1998-09-01 5.00320868470218
1998-10-01 5.00514553311540
1998-11-01 4.89053520990952
1998-12-01 5.00236856370411
1999-01-01 5.05132737081356
1999-02-01 5.04168824737453
1999-03-01 5.05571349522292
1999-04-01 5.19651090934581
1999-05-01 5.08274371172821
1999-06-01 5.12559136082126
1999-07-01 5.06045049548627
1999-08-01 5.08430591283112
1999-09-01 5.08891713828216
1999-10-01 5.01837376523083
1999-11-01 4.99100632589721
1999-12-01 5.00813280015454
2000-01-01 5.05590077412455
2000-02-01 5.03444998720594
2000-03-01 5.04929774857796
2000-04-01 5.09919579382954
2000-05-01 5.09048764790056
2000-06-01 5.11744925588491
2000-07-01 5.25943285636523
2000-08-01 5.29025670673007
2000-09-01 5.38415682536197
2000-10-01 5.32765159273424
2000-11-01 5.38065139054003
2000-12-01 5.40755822105875
2001-01-01 5.35964223330742
2001-02-01 5.43276479611854
2001-03-01 5.44101094781527
2001-04-01 5.31061463322691
2001-05-01 5.29060327636236
2001-06-01 5.31170814903556
2001-07-01 5.35803875950977
2001-08-01 5.30317646235802
2001-09-01 5.28833576739916
2001-10-01 5.23292493349759
2001-11-01 5.26598795023008
2001-12-01 5.20168556885658
2002-01-01 5.15582143561564
2002-02-01 5.33161105845831
2002-03-01 5.32982192905387
2002-04-01 5.43097167881902
2002-05-01 5.39084994031117
2002-06-01 5.40776748716074
2002-07-01 5.35974414738503
2002-08-01 5.41339401199722
2002-09-01 5.39834415571703
2002-10-01 5.53089707052573
2002-11-01 5.55232307451680
2002-12-01 5.58779379071928
2003-01-01 5.25325352954266
2003-02-01 5.23818981526996
2003-03-01 5.21895054352561
2003-04-01 5.35140489034370
2003-05-01 5.38570090609011
2003-06-01 5.40856535942544
2003-07-01 5.26656475964478
2003-08-01 5.41989187558515
2003-09-01 5.40359706412806
2003-10-01 5.52401779184504
2003-11-01 5.54600731568851
2003-12-01 5.57478554433543
2004-01-01 5.54489006618593
2004-02-01 5.54478370784806
2004-03-01 5.61401123069533
2004-04-01 5.56889869684602
2004-05-01 5.68405091929107
2004-06-01 5.71674924953389
2004-07-01 5.77491235872937
2004-08-01 5.71408216411459
2004-09-01 5.80196092547664
2004-10-01 5.71380508624705
2004-11-01 5.74786488812206
2004-12-01 5.76136376448669
2005-01-01 5.83928552161860
2005-02-01 5.85357642732900
2005-03-01 5.91595946796695
2005-04-01 5.77604677578968
2005-05-01 5.78565106812495
2005-06-01 5.83602616873483
2005-07-01 5.77711255171058
2005-08-01 5.80175906757126
2005-09-01 5.78843409591403
2005-10-01 5.80449323689515
2005-11-01 5.85711990407460
2005-12-01 5.85544776527008
2006-01-01 5.73663208142579
2006-02-01 5.75574813646299
2006-03-01 5.82431206880896
2006-04-01 5.77205367092655
2006-05-01 5.79325945613466
2006-06-01 5.75946974155953
2006-07-01 5.77559253511712
2006-08-01 5.78491700741763
2006-09-01 5.87642773746336
2006-10-01 5.79203135355491
2006-11-01 5.76299282031447
2006-12-01 5.74996267842332
2007-01-01 5.84562961927262
2007-02-01 5.86247314993125
2007-03-01 5.84016152248515
2007-04-01 5.85501120224254
2007-05-01 5.89922222870166
2007-06-01 5.87569565326030
2007-07-01 5.97059054473481
2007-08-01 6.06958557251767
2007-09-01 6.06536990708110
2007-10-01 6.08255532700318
2007-11-01 6.07393765386933
2007-12-01 6.15320661660168
2008-01-01 6.15191493708032
2008-02-01 6.16428631165382
2008-03-01 6.15669212136017
2008-04-01 6.23685639354896
2008-05-01 6.20595618143572
2008-06-01 6.18540494848195
2008-07-01 6.16235798237798
2008-08-01 6.15419911114766
2008-09-01 6.15584547977886
2008-10-01 6.17870668067232
2008-11-01 6.18746709405429
2008-12-01 6.15533477242789
2009-01-01 6.15973863718403
2009-02-01 6.16966125618359
2009-03-01 6.17088267358609
2009-04-01 6.22053234344314
2009-05-01 6.21022272426989
2009-06-01 6.18254730864222
2009-07-01 6.25299026836708
2009-08-01 6.24240235437396
2009-09-01 6.24337534433816
2009-10-01 6.38655349449388
2009-11-01 6.40318297145753
2009-12-01 6.36648594362105
2010-01-01 6.26224423490699
2010-02-01 6.26828832689159
2010-03-01 6.27379050278020
2010-04-01 6.31415118963357
2010-05-01 6.31100935013701
2010-06-01 6.37633806043923
2010-07-01 6.34730581049631
2010-08-01 6.33448494816523
2010-09-01 6.33469426733158
2010-10-01 6.29734956446796
2010-11-01 6.31308082215119
2010-12-01 6.37503809977254
2011-01-01 6.46915579891247
2011-02-01 6.56659232415326
2011-03-01 6.56887519219509
2011-04-01 6.51009200733280
2011-05-01 6.50569632854359
2011-06-01 6.56575971603596
2011-07-01 6.65223659746009
2011-08-01 6.73057451246018
2011-09-01 6.73407798501709
2011-10-01 6.70771786332997
2011-11-01 6.72111667929541
2011-12-01 6.68354306137138
2012-01-01 6.86962740323570
2012-02-01 6.85803008679754
2012-03-01 6.85313156608775
2012-04-01 7.01638486208432
2012-05-01 6.99662586062256
2012-06-01 7.06243446839019
2012-07-01 7.06485747363830
2012-08-01 7.12967188376252
2012-09-01 7.14135172471543
2012-10-01 7.11190016933475
2012-11-01 7.12171875537494
2012-12-01 7.08241629021902
2013-01-01 7.06953797597055
2013-02-01 7.05265040143205
2013-03-01 7.04093944815159
2013-04-01 7.01716547508921
2013-05-01 7.08774275540055
2013-06-01 7.06151612020327
2013-07-01 7.08357658958301
2013-08-01 7.03542890500829
2013-09-01 7.05710328298306
2013-10-01 7.00977995359033
2013-11-01 7.00958581077927
2013-12-01 6.97163093346624
2014-01-01 6.97110511871467
2014-02-01 7.05382968937506
2014-03-01 7.02836993010180
2014-04-01 7.02064903016212
2014-05-01 6.98049954712629
2014-06-01 7.06684087686407
2014-07-01 6.89509688644129
2014-08-01 6.84597900911032
2014-09-01 6.87912040932606
2014-10-01 6.99955483237965
2014-11-01 6.98822315555351
2014-12-01 7.05471472749833
2015-01-01 7.07798195413906
2015-02-01 7.05965506863734
2015-03-01 7.12496761407304
2015-04-01 7.02204641536373
2015-05-01 7.07749241208001
2015-06-01 7.06913542153469
2015-07-01 6.99819389447845
2015-08-01 7.05380238149463
2015-09-01 7.00268527060499
2015-10-01 6.98970549090599
2015-11-01 6.97045706047843
2015-12-01 6.93932108035304
2016-01-01 6.98037294732756
2016-02-01 6.86643835320541
2016-03-01 6.82408521483885
2016-04-01 6.82943922166997
2016-05-01 6.78141449854810
2016-06-01 6.76807385306043
2016-07-01 6.78753826713605
2016-08-01 6.75913756826942
2016-09-01 6.81810773114045
2016-10-01 6.78343413419422
2016-11-01 6.86244578531752
2016-12-01 6.83009912972251
2017-01-01 6.77727073434962
2017-02-01 6.76982466044524
2017-03-01 6.83657480751888
2017-04-01 6.83413298646401
2017-05-01 6.78864314481460
2017-06-01 6.76201482513441
2017-07-01 6.77154916176171
2017-08-01 6.75780549625417
2017-09-01 6.72277649498791
2017-10-01 6.78286497245197
2017-11-01 6.76407599298504
2017-12-01 6.73370571112020
2018-01-01 6.67008177155257
2018-02-01 6.67171291307006
2018-03-01 6.64444015025412
2018-04-01 6.64223202226572
2018-05-01 6.69505439539938
2018-06-01 6.65372755782490
2018-07-01 6.65210694050120
2018-08-01 6.65453712371406
2018-09-01 6.52359685020089
2018-10-01 6.58273197656126
2018-11-01 6.57195390265060
2018-12-01 6.54610561630266
2019-01-01 6.56530601916310
2019-02-01 6.57007921777143
2019-03-01 6.55006667367198
2019-04-01 6.54504070264706
2019-05-01 6.49474302948345
2019-06-01 6.54712357710694
2019-07-01 6.54138509637846
2019-08-01 6.44901364070242
2019-09-01 6.52083656511366
2019-10-01 6.48427636539326
2019-11-01 6.48421464739251
2019-12-01 6.56576712640659
2020-01-01 6.55725643082568
2020-02-01 6.56728861303561
2020-03-01 6.44729590512989
2020-04-01 5.44479020809151
2020-05-01 5.59337955503691
2020-06-01 5.63957303861137
2020-07-01 5.94050159265207
2020-08-01 6.04648932993569
2020-09-01 6.01619645436087
2020-10-01 5.88724366265285
2020-11-01 5.99577654171971
2020-12-01 5.98233251427339
2021-01-01 6.14965489886749
2021-02-01 6.06231673562019
2021-03-01 6.14646585886141
2021-04-01 6.03722710046925
2021-05-01 6.08980582307056
2021-06-01 5.93933623758280
2021-07-01 6.14957562891067
2021-08-01 6.14039667763314
2021-09-01 6.10785225727060
2021-10-01 6.19251838675144
2021-11-01 6.20371021436625
2021-12-01 6.19921506344703
2022-01-01 6.14267802014759
2022-02-01 6.15706628827777
2022-03-01 6.24015338886734
2022-04-01 6.33101465680774
2022-05-01 6.28688467664343
2022-06-01 6.24489469702840
2022-07-01 6.25682309350075
2022-08-01 6.23430295586242
2022-09-01 6.30587684542507
2022-10-01 6.29571521305141
2022-11-01 6.30642509333691
2022-12-01 6.30838402621658
2023-01-01 6.34067833143402
2023-02-01 6.35109388992275
2023-03-01 6.33829410700268
2023-04-01 6.52609791044154
2023-05-01 6.37991093781793
2023-06-01 6.45533516717296
2023-07-01 6.36171679648177
2023-08-01 6.32905006537551
2023-09-01 6.50347353550048
2023-10-01 6.39962581851115
2023-11-01 6.40843572738908
2023-12-01 6.41619939554329
2024-01-01 6.43701717313898
2024-02-01 6.44091082687929
2024-03-01 6.53818048169811
2024-04-01 6.42717118609126
2024-05-01 6.37833668407498
2024-06-01 6.36114679585535
2024-07-01 6.36100437510161
2024-08-01 6.42746258647870
2024-09-01 6.40197405428935
2024-10-01 6.40419830494719
2024-11-01 6.41126061206025
2024-12-01 6.41822039561625
2025-01-01 6.53333305024568
2025-02-01 6.42960999870008
2025-03-01 6.44115186016140
2025-04-01 6.42995404912384
2025-05-01 6.47875032755606
2025-06-01 6.46700152797142
2025-07-01 6.56006272935920
2025-08-01 6.52468730133588
2025-09-01 6.49901591225242
2025-10-01 6.50714864196371
2025-11-01 6.51393951098738
2025-12-01 6.52085387970239
2026-01-01 6.52921096475980
2026-02-01 6.62113672254494
2026-03-01 6.54069405535051
2026-04-01 6.53683122694834
2026-05-01 6.58069742852361

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