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 2026-06-01
Last Updated 2026-07-22 9:55 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 4.07833077711538
1990-02-01 4.08944742067643
1990-03-01 4.10427943251126
1990-04-01 3.99287635784933
1990-05-01 3.99635887966088
1990-06-01 3.97354065091588
1990-07-01 4.02152384976547
1990-08-01 4.08782477407460
1990-09-01 4.08495240619655
1990-10-01 4.09507777861078
1990-11-01 4.06824703310578
1990-12-01 4.10278400659646
1991-01-01 4.27966976325355
1991-02-01 4.29628250735703
1991-03-01 4.30925950630780
1991-04-01 4.09205731278997
1991-05-01 4.09187894018201
1991-06-01 4.07183927450587
1991-07-01 4.11932298721691
1991-08-01 4.08444830113422
1991-09-01 4.18713470241185
1991-10-01 4.19028395665490
1991-11-01 4.16811306360784
1991-12-01 4.20018350184875
1992-01-01 4.18329726339060
1992-02-01 4.20862238860619
1992-03-01 4.21771170814023
1992-04-01 4.39023780717295
1992-05-01 4.28622594333299
1992-06-01 4.36960489253414
1992-07-01 4.31204839422273
1992-08-01 4.27987309047972
1992-09-01 4.29176897295599
1992-10-01 4.28647036150117
1992-11-01 4.36159593661846
1992-12-01 4.29562878414476
1993-01-01 4.29402547985083
1993-02-01 4.32444226333633
1993-03-01 4.32627113661011
1993-04-01 4.58648542548785
1993-05-01 4.47972689821724
1993-06-01 4.46501145423779
1993-07-01 4.39957504811010
1993-08-01 4.47781729497729
1993-09-01 4.40498257328809
1993-10-01 4.38285087308550
1993-11-01 4.35170090525094
1993-12-01 4.39446323280042
1994-01-01 4.40448209927657
1994-02-01 4.33744233095957
1994-03-01 4.33546736193979
1994-04-01 4.27631066000270
1994-05-01 4.27295905259967
1994-06-01 4.26433207810583
1994-07-01 4.28772076950945
1994-08-01 4.27222262485822
1994-09-01 4.32027150448295
1994-10-01 4.37946269376264
1994-11-01 4.35045404760986
1994-12-01 4.38959187516302
1995-01-01 4.41726808751086
1995-02-01 4.44721993931829
1995-03-01 4.54147328659842
1995-04-01 4.46155778678810
1995-05-01 4.46695920400031
1995-06-01 4.56125097781699
1995-07-01 4.67808253544542
1995-08-01 4.77271858226610
1995-09-01 4.73275892909930
1995-10-01 4.67605063530959
1995-11-01 4.75672978557144
1995-12-01 4.78976861097487
1996-01-01 4.62507703533246
1996-02-01 4.65060910361298
1996-03-01 4.64655151511016
1996-04-01 4.64272547259269
1996-05-01 4.66636289489256
1996-06-01 4.65674457731763
1996-07-01 4.67272198736375
1996-08-01 4.57257524622997
1996-09-01 4.63091975118944
1996-10-01 4.77879499874866
1996-11-01 4.86953919715233
1996-12-01 4.89035316721893
1997-01-01 5.03501507914368
1997-02-01 5.05277484927401
1997-03-01 5.05373693061965
1997-04-01 5.12079778994616
1997-05-01 5.06777587931459
1997-06-01 5.04544196030108
1997-07-01 5.06784094095648
1997-08-01 5.07837566325049
1997-09-01 5.02075848681962
1997-10-01 5.08917278762664
1997-11-01 4.98006498680474
1997-12-01 5.09635592260905
1998-01-01 4.94248858847042
1998-02-01 4.94831634833846
1998-03-01 4.95742548869755
1998-04-01 5.10486977880413
1998-05-01 5.07561802714701
1998-06-01 5.03549083513158
1998-07-01 4.96301052494960
1998-08-01 4.97827673863618
1998-09-01 5.00320868363237
1998-10-01 5.00514553224717
1998-11-01 4.89053520883141
1998-12-01 5.00236856303652
1999-01-01 5.05132737256596
1999-02-01 5.04168824811712
1999-03-01 5.05571349500728
1999-04-01 5.19651091039546
1999-05-01 5.08274371300926
1999-06-01 5.12559136183194
1999-07-01 5.06045049617352
1999-08-01 5.08430591218740
1999-09-01 5.08891713607850
1999-10-01 5.01837376278482
1999-11-01 4.99100632225360
1999-12-01 5.00813279598178
2000-01-01 5.05590078118480
2000-02-01 5.03444999073178
2000-03-01 5.04929774788602
2000-04-01 5.09919579527297
2000-05-01 5.09048764996857
2000-06-01 5.11744925723670
2000-07-01 5.25943285743679
2000-08-01 5.29025670537293
2000-09-01 5.38415682227421
2000-10-01 5.32765158828403
2000-11-01 5.38065138417509
2000-12-01 5.40755821318024
2001-01-01 5.35964224569926
2001-02-01 5.43276480254141
2001-03-01 5.44101094743210
2001-04-01 5.31061463471834
2001-05-01 5.29060327918857
2001-06-01 5.31170815062386
2001-07-01 5.35803876073727
2001-08-01 5.30317646038229
2001-09-01 5.28833576364878
2001-10-01 5.23292492735490
2001-11-01 5.26598794150656
2001-12-01 5.20168555764266
2002-01-01 5.15582145210856
2002-02-01 5.33161106789256
2002-03-01 5.32982192870883
2002-04-01 5.43097168076495
2002-05-01 5.39084994345953
2002-06-01 5.40776748843781
2002-07-01 5.35974414829889
2002-08-01 5.41339400928309
2002-09-01 5.39834415187591
2002-10-01 5.53089706358620
2002-11-01 5.55232306529636
2002-12-01 5.58779377912868
2003-01-01 5.25325354731655
2003-02-01 5.23818982481745
2003-03-01 5.21895054383856
2003-04-01 5.35140489185182
2003-05-01 5.38570090916839
2003-06-01 5.40856536048579
2003-07-01 5.26656476024366
2003-08-01 5.41989187295521
2003-09-01 5.40359706055580
2003-10-01 5.52401778531242
2003-11-01 5.54600730682902
2003-12-01 5.57478553293391
2004-01-01 5.54489008373137
2004-02-01 5.54478371700369
2004-03-01 5.61401123086039
2004-04-01 5.56889869829427
2004-05-01 5.68405092159157
2004-06-01 5.71674924974238
2004-07-01 5.77491235872637
2004-08-01 5.71408216163838
2004-09-01 5.80196092275836
2004-10-01 5.71380508121211
2004-11-01 5.74786488170801
2004-12-01 5.76136375660027
2005-01-01 5.83928553503721
2005-02-01 5.85357643351361
2005-03-01 5.91595946846515
2005-04-01 5.77604677666218
2005-05-01 5.78565106957251
2005-06-01 5.83602616848395
2005-07-01 5.77711255133498
2005-08-01 5.80175906576349
2005-09-01 5.78843409381182
2005-10-01 5.80449323380159
2005-11-01 5.85711990047302
2005-12-01 5.85544776121603
2006-01-01 5.73663208960734
2006-02-01 5.75574813992263
2006-03-01 5.82431206923421
2006-04-01 5.77205367179422
2006-05-01 5.79325945698241
2006-06-01 5.75946974105893
2006-07-01 5.77559253457902
2006-08-01 5.78491700606988
2006-09-01 5.87642773500583
2006-10-01 5.79203135188451
2006-11-01 5.76299281911261
2006-12-01 5.74996267795554
2007-01-01 5.84562962266195
2007-02-01 5.86247315131859
2007-03-01 5.84016152392979
2007-04-01 5.85501120333165
2007-05-01 5.89922222966664
2007-06-01 5.87569565305174
2007-07-01 5.97059054413414
2007-08-01 6.06958557121721
2007-09-01 6.06536990319618
2007-10-01 6.08255532519239
2007-11-01 6.07393765246887
2007-12-01 6.15320661584150
2008-01-01 6.15191493763286
2008-02-01 6.16428631852986
2008-03-01 6.15669212361481
2008-04-01 6.23685639586526
2008-05-01 6.20595618260656
2008-06-01 6.18540494927405
2008-07-01 6.16235798274284
2008-08-01 6.15419910307266
2008-09-01 6.15584547559920
2008-10-01 6.17870667812223
2008-11-01 6.18746709115324
2008-12-01 6.15533477028464
2009-01-01 6.15973863191163
2009-02-01 6.16966126514668
2009-03-01 6.17088269315789
2009-04-01 6.22053234764966
2009-05-01 6.21022272599008
2009-06-01 6.18254731142913
2009-07-01 6.25299026949758
2009-08-01 6.24240233659122
2009-09-01 6.24337533385386
2009-10-01 6.38655348178051
2009-11-01 6.40318295798617
2009-12-01 6.36648593552312
2010-01-01 6.26224422881647
2010-02-01 6.26828835129798
2010-03-01 6.27379055998483
2010-04-01 6.31415121677013
2010-05-01 6.31100936611820
2010-06-01 6.37633806469697
2010-07-01 6.34730579031430
2010-08-01 6.33448488211074
2010-09-01 6.33469420847630
2010-10-01 6.29734951284366
2010-11-01 6.31308079514004
2010-12-01 6.37503811159124
2011-01-01 6.46915584120413
2011-02-01 6.56659241337381
2011-03-01 6.56887533250384
2011-04-01 6.51009207938407
2011-05-01 6.50569635124457
2011-06-01 6.56575970483516
2011-07-01 6.65223650827246
2011-08-01 6.73057434224726
2011-09-01 6.73407775457423
2011-10-01 6.70771775838648
2011-11-01 6.72111666108041
2011-12-01 6.68354313020438
2012-01-01 6.86962752646521
2012-02-01 6.85803024298144
2012-03-01 6.85313216305931
2012-04-01 7.01638491729427
2012-05-01 6.99662584172955
2012-06-01 7.06243443340981
2012-07-01 7.06485708446779
2012-08-01 7.12967155998237
2012-09-01 7.14135126819640
2012-10-01 7.11189988830935
2012-11-01 7.12171851401687
2012-12-01 7.08241609010209
2013-01-01 7.06953995297448
2013-02-01 7.05265025701637
2013-03-01 7.04094020001717
2013-04-01 7.01716529275984
2013-05-01 7.08774254365460
2013-06-01 7.06151594615530
2013-07-01 7.08357587502795
2013-08-01 7.03542848402574
2013-09-01 7.05710265741994
2013-10-01 7.00977955274124
2013-11-01 7.00958561692369
2013-12-01 6.97163048276003
2014-01-01 6.97110893659867
2014-02-01 7.05382919433529
2014-03-01 7.02837071259632
2014-04-01 7.02064846248915
2014-05-01 6.98049900607064
2014-06-01 7.06684048074063
2014-07-01 6.89509587491632
2014-08-01 6.84597862515461
2014-09-01 6.87911986490363
2014-10-01 6.99955444690639
2014-11-01 6.98822303395125
2014-12-01 7.05471393649526
2015-01-01 7.07798752761662
2015-02-01 7.05965425208033
2015-03-01 7.12496819858712
2015-04-01 7.02204593347119
2015-05-01 7.07749219998962
2015-06-01 7.06913514568908
2015-07-01 6.99819201189253
2015-08-01 7.05379997582566
2015-09-01 7.00268606101953
2015-10-01 6.98970256436190
2015-11-01 6.97045592826656
2015-12-01 6.93932091134720
2016-01-01 6.98038085235135
2016-02-01 6.86644049016847
2016-03-01 6.82408833829825
2016-04-01 6.82944035137519
2016-05-01 6.78141481422781
2016-06-01 6.76807288928133
2016-07-01 6.78753325096687
2016-08-01 6.75912966890645
2016-09-01 6.81810573914409
2016-10-01 6.78342510758254
2016-11-01 6.86244205538196
2016-12-01 6.83010160783625
2017-01-01 6.77728624560416
2017-02-01 6.76983560992335
2017-03-01 6.83658555889301
2017-04-01 6.83413883775695
2017-05-01 6.78864183609388
2017-06-01 6.76200975755075
2017-07-01 6.77152976948984
2017-08-01 6.75782369191100
2017-09-01 6.72276015206949
2017-10-01 6.78281841183192
2017-11-01 6.76404700495400
2017-12-01 6.73367913000733
2018-01-01 6.67021586051155
2018-02-01 6.67169302279590
2018-03-01 6.64449393716756
2018-04-01 6.64222194373251
2018-05-01 6.69504329830822
2018-06-01 6.65369936091454
2018-07-01 6.65208085273026
2018-08-01 6.65459097714484
2018-09-01 6.52356891208316
2018-10-01 6.58265018651286
2018-11-01 6.57189654877451
2018-12-01 6.54604360330223
2019-01-01 6.56554936706143
2019-02-01 6.57001544939251
2019-03-01 6.55014866845531
2019-04-01 6.54505676897753
2019-05-01 6.49471461770164
2019-06-01 6.54707264038215
2019-07-01 6.54135978394944
2019-08-01 6.44911361935346
2019-09-01 6.52080505990517
2019-10-01 6.48416236899774
2019-11-01 6.48412697861908
2019-12-01 6.56566218479193
2020-01-01 6.55759771546112
2020-02-01 6.56715903938193
2020-03-01 6.44737108624008
2020-04-01 5.44485510828805
2020-05-01 5.59327581844031
2020-06-01 5.63955584738294
2020-07-01 5.94040524589745
2020-08-01 6.04695695418336
2020-09-01 6.01598116892933
2020-10-01 5.88709046458908
2020-11-01 5.99565663240257
2020-12-01 5.98219958175748
2021-01-01 6.14996631512421
2021-02-01 6.06215356671941
2021-03-01 6.14653166801143
2021-04-01 6.03736444043622
2021-05-01 6.08964440014419
2021-06-01 5.93938708451218
2021-07-01 6.14941752178834
2021-08-01 6.14123492252321
2021-09-01 6.10744884592941
2021-10-01 6.19231301438788
2021-11-01 6.20353786191036
2021-12-01 6.19903518369633
2022-01-01 6.14293890912426
2022-02-01 6.15688213443736
2022-03-01 6.24024109654642
2022-04-01 6.33120283266734
2022-05-01 6.28668651469122
2022-06-01 6.24500930509370
2022-07-01 6.25670500271741
2022-08-01 6.23543808357424
2022-09-01 6.30525790190687
2022-10-01 6.29545192267559
2022-11-01 6.30619204315271
2022-12-01 6.30818510490293
2023-01-01 6.34081744112782
2023-02-01 6.35069063068518
2023-03-01 6.33853825437512
2023-04-01 6.52654693912643
2023-05-01 6.38004946309631
2023-06-01 6.45516204597253
2023-07-01 6.36165487036157
2023-08-01 6.33006565443630
2023-09-01 6.50280234746335
2023-10-01 6.39933092743319
2023-11-01 6.40817996429238
2023-12-01 6.41600020398131
2024-01-01 6.43702727497993
2024-02-01 6.44024616500568
2024-03-01 6.53841136383036
2024-04-01 6.42757608119361
2024-05-01 6.37846605169115
2024-06-01 6.36224278309162
2024-07-01 6.36085606368881
2024-08-01 6.42830398025045
2024-09-01 6.40108175490663
2024-10-01 6.40374541599596
2024-11-01 6.41085681061830
2024-12-01 6.41792201125881
2025-01-01 6.53315451487234
2025-02-01 6.42853260747416
2025-03-01 6.44130411010041
2025-04-01 6.43017604943541
2025-05-01 6.47882526770628
2025-06-01 6.47057843065615
2025-07-01 6.55968085506089
2025-08-01 6.52502321613818
2025-09-01 6.49793976253142
2025-10-01 6.50644310468267
2025-11-01 6.51328743419609
2025-12-01 6.52039787163826
2026-01-01 6.52896932451740
2026-02-01 6.61982920799564
2026-03-01 6.54068044856565
2026-04-01 6.53666543759521
2026-05-01 6.58042929520699
2026-06-01 6.57745788491050

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