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 2026-04-01
Last Updated 2026-05-26 3:08 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 4.07833073044039
1990-02-01 4.08944738428974
1990-03-01 4.10427928348834
1990-04-01 3.99287647311067
1990-05-01 3.99635894628258
1990-06-01 3.97354086083302
1990-07-01 4.02152401181485
1990-08-01 4.08782492729872
1990-09-01 4.08495248651651
1990-10-01 4.09507775227352
1990-11-01 4.06824682005706
1990-12-01 4.10278377497130
1991-01-01 4.27966961955255
1991-02-01 4.29628237551167
1991-03-01 4.30925929678169
1991-04-01 4.09205737474576
1991-05-01 4.09187903189624
1991-06-01 4.07183958993344
1991-07-01 4.11932334023648
1991-08-01 4.08444866084455
1991-09-01 4.18713491865964
1991-10-01 4.19028394304721
1991-11-01 4.16811273434492
1991-12-01 4.20018304008521
1992-01-01 4.18329680067843
1992-02-01 4.20862191967386
1992-03-01 4.21771150051723
1992-04-01 4.39023758268945
1992-05-01 4.28622638949675
1992-06-01 4.36960524167807
1992-07-01 4.31204903783679
1992-08-01 4.27987460527204
1992-09-01 4.29176963251916
1992-10-01 4.28647077697867
1992-11-01 4.36159598057147
1992-12-01 4.29562443329586
1993-01-01 4.29402517660400
1993-02-01 4.32444185773643
1993-03-01 4.32627122551639
1993-04-01 4.58648514031814
1993-05-01 4.47972792931538
1993-06-01 4.46501190475069
1993-07-01 4.39957579350921
1993-08-01 4.47782150033303
1993-09-01 4.40498433827447
1993-10-01 4.38285084278553
1993-11-01 4.35170033973015
1993-12-01 4.39445410961290
1994-01-01 4.40448138841447
1994-02-01 4.33744188587473
1994-03-01 4.33546810588960
1994-04-01 4.27631091998557
1994-05-01 4.27296125926111
1994-06-01 4.26433315110823
1994-07-01 4.28772203506444
1994-08-01 4.27222973522654
1994-09-01 4.32027464294803
1994-10-01 4.37946255597363
1994-11-01 4.35045330075042
1994-12-01 4.38957218059242
1995-01-01 4.41726745701025
1995-02-01 4.44721962997983
1995-03-01 4.54147414171465
1995-04-01 4.46156405737452
1995-05-01 4.46696315649305
1995-06-01 4.56125202860832
1995-07-01 4.67808368332438
1995-08-01 4.77272772171204
1995-09-01 4.73276393126431
1995-10-01 4.67605130662510
1995-11-01 4.75672204194897
1995-12-01 4.78974308793805
1996-01-01 4.62507632542893
1996-02-01 4.65060813753970
1996-03-01 4.64655148107510
1996-04-01 4.64274318883684
1996-05-01 4.66636776876635
1996-06-01 4.65674480568311
1996-07-01 4.67272209824138
1996-08-01 4.57258333754601
1996-09-01 4.63092449508131
1996-10-01 4.77879675726068
1996-11-01 4.86952583965893
1996-12-01 4.89032345864442
1997-01-01 5.03501552010138
1997-02-01 5.05277405714023
1997-03-01 5.05373712527975
1997-04-01 5.12082982908139
1997-05-01 5.06778540952546
1997-06-01 5.04544594663118
1997-07-01 5.06784130232562
1997-08-01 5.07837717216484
1997-09-01 5.02074289063974
1997-10-01 5.08916484743619
1997-11-01 4.98003849867292
1997-12-01 5.09633316366481
1998-01-01 4.94250061254814
1998-02-01 4.94833453016801
1998-03-01 4.95740764387479
1998-04-01 5.10493209052121
1998-05-01 5.07564759386800
1998-06-01 5.03550907762323
1998-07-01 4.96301927636167
1998-08-01 4.97825475280908
1998-09-01 5.00314420009678
1998-10-01 5.00509357553597
1998-11-01 4.89047069346653
1998-12-01 5.00232878111779
1999-01-01 5.05143391166289
1999-02-01 5.04173359064139
1999-03-01 5.05569807934714
1999-04-01 5.19657329469199
1999-05-01 5.08282115671784
1999-06-01 5.12565271013361
1999-07-01 5.06049086404161
1999-08-01 5.08426736289365
1999-09-01 5.08878562132589
1999-10-01 5.01822647953844
1999-11-01 4.99078679041247
1999-12-01 5.00788122834664
2000-01-01 5.05632837016610
2000-02-01 5.03466371413866
2000-03-01 5.04925233223456
2000-04-01 5.09928112710138
2000-05-01 5.09061286946344
2000-06-01 5.11753128666565
2000-07-01 5.25949610149676
2000-08-01 5.29017495939371
2000-09-01 5.38397419542745
2000-10-01 5.32738297914787
2000-11-01 5.38026714812383
2000-12-01 5.40708247110528
2001-01-01 5.36039197757207
2001-02-01 5.43315335907321
2001-03-01 5.44098392128592
2001-04-01 5.31070238459697
2001-05-01 5.29077421138137
2001-06-01 5.31180428811389
2001-07-01 5.35811163031515
2001-08-01 5.30305708206587
2001-09-01 5.28811529620867
2001-10-01 5.23255374875018
2001-11-01 5.26546082124915
2001-12-01 5.20100795495476
2002-01-01 5.15681880189057
2002-02-01 5.33218140822862
2002-03-01 5.32979583427364
2002-04-01 5.43108813302728
2002-05-01 5.39104033655238
2002-06-01 5.40784473464895
2002-07-01 5.35979840034218
2002-08-01 5.41322994187016
2002-09-01 5.39811908299903
2002-10-01 5.53047750602810
2002-11-01 5.55176560611481
2002-12-01 5.58709308822841
2003-01-01 5.25432770541756
2003-02-01 5.23876667014190
2003-03-01 5.21896417021407
2003-04-01 5.35149608224524
2003-05-01 5.38588701413095
2003-06-01 5.40862943529733
2003-07-01 5.26660057372325
2003-08-01 5.41973266913770
2003-09-01 5.40338824024411
2003-10-01 5.52362255728582
2003-11-01 5.54547147316603
2003-12-01 5.57409608274943
2004-01-01 5.54594981171128
2004-02-01 5.54533670158809
2004-03-01 5.61401588734201
2004-04-01 5.56898757144065
2004-05-01 5.68418969342924
2004-06-01 5.71676377716376
2004-07-01 5.77491214738755
2004-08-01 5.71392991813998
2004-09-01 5.80180205939006
2004-10-01 5.71350041383723
2004-11-01 5.74747747033438
2004-12-01 5.76088777000552
2005-01-01 5.84009652671150
2005-02-01 5.85395042673619
2005-03-01 5.91598490596663
2005-04-01 5.77609970443261
2005-05-01 5.78573534690995
2005-06-01 5.83601272753541
2005-07-01 5.77708883220683
2005-08-01 5.80164660364905
2005-09-01 5.78831434547031
2005-10-01 5.80431210629412
2005-11-01 5.85690856432233
2005-12-01 5.85520715261925
2006-01-01 5.73712638585781
2006-02-01 5.75595208093692
2006-03-01 5.82432174437110
2006-04-01 5.77209204629211
2006-05-01 5.79329506633134
2006-06-01 5.75943732303543
2006-07-01 5.77555882251259
2006-08-01 5.78483962225878
2006-09-01 5.87634348270973
2006-10-01 5.79195240885072
2006-11-01 5.76293188573804
2006-12-01 5.74993064344106
2007-01-01 5.84587858587604
2007-02-01 5.86249706159003
2007-03-01 5.84017065524006
2007-04-01 5.85500640437641
2007-05-01 5.89923228707563
2007-06-01 5.87567713094744
2007-07-01 5.97057414009017
2007-08-01 6.06955818418378
2007-09-01 6.06530753877235
2007-10-01 6.08253421306112
2007-11-01 6.07392046746843
2007-12-01 6.15319534090004
2008-01-01 6.15207678556858
2008-02-01 6.16428501967741
2008-03-01 6.15667942042289
2008-04-01 6.23684658965950
2008-05-01 6.20594980738625
2008-06-01 6.18538523762157
2008-07-01 6.16235165921463
2008-08-01 6.15418787597711
2008-09-01 6.15581212316725
2008-10-01 6.17870570445628
2008-11-01 6.18746722896066
2008-12-01 6.15533455044295
2009-01-01 6.15982201943350
2009-02-01 6.16965695743564
2009-03-01 6.17087515270235
2009-04-01 6.22052448512352
2009-05-01 6.21021453883655
2009-06-01 6.18253330364276
2009-07-01 6.25298771963647
2009-08-01 6.24239762314911
2009-09-01 6.24335759490954
2009-10-01 6.38655737390825
2009-11-01 6.40318998150259
2009-12-01 6.36649490402909
2010-01-01 6.26225543910298
2010-02-01 6.26829470875729
2010-03-01 6.27379131400629
2010-04-01 6.31415051897194
2010-05-01 6.31100597195390
2010-06-01 6.37633123631633
2010-07-01 6.34730398800269
2010-08-01 6.33448161424092
2010-09-01 6.33468684604543
2010-10-01 6.29735067051514
2010-11-01 6.31308372213375
2010-12-01 6.37504201328016
2011-01-01 6.46916179510047
2011-02-01 6.56659464828898
2011-03-01 6.56887332814852
2011-04-01 6.51009204996435
2011-05-01 6.50569452563138
2011-06-01 6.56575773009041
2011-07-01 6.65223551554819
2011-08-01 6.73057502012870
2011-09-01 6.73407497512176
2011-10-01 6.70771858422938
2011-11-01 6.72111826146421
2011-12-01 6.68354513906804
2012-01-01 6.86963061912443
2012-02-01 6.85803102312884
2012-03-01 6.85312603772056
2012-04-01 7.01638515479947
2012-05-01 6.99662453722013
2012-06-01 7.06243248735639
2012-07-01 7.06485631378385
2012-08-01 7.12967293527565
2012-09-01 7.14135383721046
2012-10-01 7.11190243907008
2012-11-01 7.12172228985782
2012-12-01 7.08242045626456
2013-01-01 7.06953648793616
2013-02-01 7.05265208048181
2013-03-01 7.04093009113249
2013-04-01 7.01716394440518
2013-05-01 7.08773869369985
2013-06-01 7.06151120088475
2013-07-01 7.08357401189442
2013-08-01 7.03543022945177
2013-09-01 7.05711001863990
2013-10-01 7.00978224296018
2013-11-01 7.00961453401593
2013-12-01 6.97163305769327
2014-01-01 6.97109427780336
2014-02-01 7.05382736847997
2014-03-01 7.02835237701919
2014-04-01 7.02064002016511
2014-05-01 6.98048930812159
2014-06-01 7.06683391807987
2014-07-01 6.89509836226667
2014-08-01 6.84598958568170
2014-09-01 6.87913770413503
2014-10-01 6.99956439087810
2014-11-01 6.98827833057334
2014-12-01 7.05470931789250
2015-01-01 7.07795251128381
2015-02-01 7.05963883219131
2015-03-01 7.12493542598644
2015-04-01 7.02202256747877
2015-05-01 7.07747381577154
2015-06-01 7.06912373276614
2015-07-01 6.99819112108655
2015-08-01 7.05380665950291
2015-09-01 7.00285796759733
2015-10-01 6.98969648334441
2015-11-01 6.97051098862456
2015-12-01 6.93928058727783
2016-01-01 6.98030339432657
2016-02-01 6.86638298842553
2016-03-01 6.82402273288337
2016-04-01 6.82939759827892
2016-05-01 6.78139482545874
2016-06-01 6.76807459880948
2016-07-01 6.78755528734300
2016-08-01 6.75916486355995
2016-09-01 6.81846459002890
2016-10-01 6.78343225980435
2016-11-01 6.86248656622147
2016-12-01 6.83001364880395
2017-01-01 6.77710829898084
2017-02-01 6.76961724520922
2017-03-01 6.83652558503595
2017-04-01 6.83403189751506
2017-05-01 6.78868767408564
2017-06-01 6.76201218168784
2017-07-01 6.77173336099519
2017-08-01 6.75776581098671
2017-09-01 6.72336702612035
2017-10-01 6.78284179480124
2017-11-01 6.76410802080017
2017-12-01 6.73356779350864
2018-01-01 6.66983923646532
2018-02-01 6.67134122000887
2018-03-01 6.64432425307437
2018-04-01 6.64207390675916
2018-05-01 6.69517474501331
2018-06-01 6.65374979025295
2018-07-01 6.65249703621761
2018-08-01 6.65447854868406
2018-09-01 6.52430261266982
2018-10-01 6.58273061158945
2018-11-01 6.57198514918094
2018-12-01 6.54593596730340
2019-01-01 6.56499222633812
2019-02-01 6.56954238373168
2019-03-01 6.54987418639076
2019-04-01 6.54477827455568
2019-05-01 6.49493463626225
2019-06-01 6.54717397659814
2019-07-01 6.54198767869902
2019-08-01 6.44893670251607
2019-09-01 6.52165034627747
2019-10-01 6.48428628405426
2019-11-01 6.48424459045738
2019-12-01 6.56558629251664
2020-01-01 6.55694110766743
2020-02-01 6.56671348169907
2020-03-01 6.44698111041467
2020-04-01 5.44424371325935
2020-05-01 5.59352043623910
2020-06-01 5.63976617626972
2020-07-01 5.94104466429062
2020-08-01 6.04695802680827
2020-09-01 6.01699895536564
2020-10-01 5.88725211093049
2020-11-01 5.99578275600148
2020-12-01 5.98213455385997
2021-01-01 6.14929145341344
2021-02-01 6.06166914635637
2021-03-01 6.14585776931158
2021-04-01 6.03637702836858
2021-05-01 6.08990809515293
2021-06-01 5.93972451835175
2021-07-01 6.15015415006914
2021-08-01 6.14152395819254
2021-09-01 6.10874606034773
2021-10-01 6.19259008252122
2021-11-01 6.20370878020065
2021-12-01 6.19890108250041
2022-01-01 6.14218263068979
2022-02-01 6.15620525758703
2022-03-01 6.23899367427440
2022-04-01 6.32983190869360
2022-05-01 6.28692062567308
2022-06-01 6.24565901608035
2022-07-01 6.25739158895995
2022-08-01 6.23643483721456
2022-09-01 6.30704827336812
2022-10-01 6.29611753159438
2022-11-01 6.30655471218555
2022-12-01 6.30792258872785
2023-01-01 6.33978555135281
2023-02-01 6.34990123660148
2023-03-01 6.33548248997975
2023-04-01 6.52286525954285
2023-05-01 6.38203998787906
2023-06-01 6.45690955788454
2023-07-01 6.36281118575844
2023-08-01 6.33186528318177
2023-09-01 6.50511363767340
2023-10-01 6.40035457010133
2023-11-01 6.40856789254120
2023-12-01 6.41540751967259
2024-01-01 6.43550884776971
2024-02-01 6.43922565738666
2024-03-01 6.53402987093670
2024-04-01 6.42236195539895
2024-05-01 6.38156345490284
2024-06-01 6.36373404996934
2024-07-01 6.36266506384893
2024-08-01 6.43109203913741
2024-09-01 6.40412997990862
2024-10-01 6.40531551444849
2024-11-01 6.41144771875347
2024-12-01 6.41710178496447
2025-01-01 6.53112379899532
2025-02-01 6.42742241503959
2025-03-01 6.43554530160303
2025-04-01 6.42346475073040
2025-05-01 6.48345540467842
2025-06-01 6.47056588669644
2025-07-01 6.56260549824813
2025-08-01 6.52858527383013
2025-09-01 6.50157317078932
2025-10-01 6.50852035348421
2025-11-01 6.51405957870869
2025-12-01 6.51933848684731
2026-01-01 6.52640485246489
2026-02-01 6.61842924629634
2026-03-01 6.53457244610837
2026-04-01 6.53019090149906

Back to Top