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 2026-07-01
Last Updated 2026-08-21 7:47 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 4.07833070112894
1990-02-01 4.08944736120390
1990-03-01 4.10427919044964
1990-04-01 3.99287654382934
1990-05-01 3.99635898759291
1990-06-01 3.97354099140159
1990-07-01 4.02152411280716
1990-08-01 4.08782502290498
1990-09-01 4.08495253680005
1990-10-01 4.09507773615278
1990-11-01 4.06824668822270
1990-12-01 4.10278363144049
1991-01-01 4.27966952989069
1991-02-01 4.29628229297999
1991-03-01 4.30925916594148
1991-04-01 4.09205741214027
1991-05-01 4.09187908865636
1991-06-01 4.07183978617824
1991-07-01 4.11932356027161
1991-08-01 4.08444888523335
1991-09-01 4.18713505375583
1991-10-01 4.19028393486427
1991-11-01 4.16811253003512
1991-12-01 4.20018275324317
1992-01-01 4.18329651266348
1992-02-01 4.20862162790915
1992-03-01 4.21771137013614
1992-04-01 4.39023744301034
1992-05-01 4.28622666249130
1992-06-01 4.36960546014123
1992-07-01 4.31204943999438
1992-08-01 4.27987554779557
1992-09-01 4.29177004489808
1992-10-01 4.28647103774946
1992-11-01 4.36159601105221
1992-12-01 4.29562171872135
1993-01-01 4.29402499101730
1993-02-01 4.32444160785871
1993-03-01 4.32627127925601
1993-04-01 4.58648496316341
1993-05-01 4.47972856021264
1993-06-01 4.46501218531048
1993-07-01 4.39957625823400
1993-08-01 4.47782411730964
1993-09-01 4.40498544174267
1993-10-01 4.38285082913845
1993-11-01 4.35169999568912
1993-12-01 4.39444842030676
1994-01-01 4.40448095437066
1994-02-01 4.33744161426118
1994-03-01 4.33546856524505
1994-04-01 4.27631107920775
1994-05-01 4.27296261193213
1994-06-01 4.26433381502181
1994-07-01 4.28772282115402
1994-08-01 4.27223416024971
1994-09-01 4.32027660525476
1994-10-01 4.37946247950657
1994-11-01 4.35045285090589
1994-12-01 4.38955991551123
1995-01-01 4.41726708199505
1995-02-01 4.44721945187818
1995-03-01 4.54147467925445
1995-04-01 4.46156795158535
1995-05-01 4.46696552930640
1995-06-01 4.56125268100448
1995-07-01 4.67808439674653
1995-08-01 4.77273341241439
1995-09-01 4.73276706220927
1995-10-01 4.67605174876508
1995-11-01 4.75671727217155
1995-12-01 4.78972721556153
1996-01-01 4.62507591165499
1996-02-01 4.65060755711090
1996-03-01 4.64655146870251
1996-04-01 4.64275414521998
1996-05-01 4.66637063810696
1996-06-01 4.65674493728560
1996-07-01 4.67272215689689
1996-08-01 4.57258837300099
1996-09-01 4.63092748763674
1996-10-01 4.77879793052859
1996-11-01 4.86951766452762
1996-12-01 4.89030504643592
1997-01-01 5.03501585057706
1997-02-01 5.05277357197929
1997-03-01 5.05373721069051
1997-04-01 5.12084957629726
1997-05-01 5.06779105219591
1997-06-01 5.04544838279962
1997-07-01 5.06784150896168
1997-08-01 5.07837812310536
1997-09-01 5.02073315795755
1997-10-01 5.08916012872332
1997-11-01 4.98002234333548
1997-12-01 5.09631929111423
1998-01-01 4.94250838918434
1998-02-01 4.94834610239986
1998-03-01 4.95739525579706
1998-04-01 5.10497080440717
1998-05-01 5.07566587297698
1998-06-01 5.03552057023975
1998-07-01 4.96302417518742
1998-08-01 4.97824128981522
1998-09-01 5.00310408655967
1998-10-01 5.00506163162837
1998-11-01 4.89043103144840
1998-12-01 5.00230449095253
1999-01-01 5.05150108834463
1999-02-01 5.04176238280322
1999-03-01 5.05568608805667
1999-04-01 5.19661122888081
1999-05-01 5.08286955922735
1999-06-01 5.12569130400131
1999-07-01 5.06051488034177
1999-08-01 5.08424363480476
1999-09-01 5.08870514662382
1999-10-01 5.01813500583332
1999-11-01 4.99065031242949
1999-12-01 5.00772467828487
2000-01-01 5.05659636149415
2000-02-01 5.03479786447520
2000-03-01 5.04922042849372
2000-04-01 5.09933255274380
2000-05-01 5.09069133003209
2000-06-01 5.11758286316751
2000-07-01 5.25953404115564
2000-08-01 5.29012416417847
2000-09-01 5.38386412419421
2000-10-01 5.32721550642784
2000-11-01 5.38002753068460
2000-12-01 5.40678565363018
2001-01-01 5.36086112238452
2001-02-01 5.43339647145569
2001-03-01 5.44096326847746
2001-04-01 5.31075486208850
2001-05-01 5.29088111662729
2001-06-01 5.31186448676937
2001-07-01 5.35815577743351
2001-08-01 5.30298251994592
2001-09-01 5.28798379667143
2001-10-01 5.23232190578839
2001-11-01 5.26513159338498
2001-12-01 5.20058475059113
2002-01-01 5.15744240819756
2002-02-01 5.33253786754954
2002-03-01 5.32977449428069
2002-04-01 5.43115971339485
2002-05-01 5.39115935371691
2002-06-01 5.40789301597763
2002-07-01 5.35983123868621
2002-08-01 5.41312740034263
2002-09-01 5.39798560317815
2002-10-01 5.53021525796035
2002-11-01 5.55141717156146
2002-12-01 5.58665521328367
2003-01-01 5.25499856325205
2003-02-01 5.23912690484074
2003-03-01 5.21896766788789
2003-04-01 5.35155298772516
2003-05-01 5.38600321795478
2003-06-01 5.40866936409680
2003-07-01 5.26662252277984
2003-08-01 5.41963302411586
2003-09-01 5.40326480842504
2003-10-01 5.52337532464157
2003-11-01 5.54513636620203
2003-12-01 5.57366506064240
2004-01-01 5.54661090223501
2004-02-01 5.54568187188134
2004-03-01 5.61401392422696
2004-04-01 5.56904449944765
2004-05-01 5.68427625164725
2004-06-01 5.71677275565789
2004-07-01 5.77491230382061
2004-08-01 5.71383457330142
2004-09-01 5.80170830220898
2004-10-01 5.71330974844907
2004-11-01 5.74723509208333
2004-12-01 5.76059006016231
2005-01-01 5.84060153962701
2005-02-01 5.85418362430940
2005-03-01 5.91599711326044
2005-04-01 5.77613507719137
2005-05-01 5.78578776823929
2005-06-01 5.83600429689979
2005-07-01 5.77707471638427
2005-08-01 5.80157618231843
2005-09-01 5.78824264877112
2005-10-01 5.80419880916158
2005-11-01 5.85677636973646
2005-12-01 5.85505665486435
2006-01-01 5.73743360999554
2006-02-01 5.75607926715497
2006-03-01 5.82432431217392
2006-04-01 5.77211886020677
2006-05-01 5.79331727743722
2006-06-01 5.75941731873315
2006-07-01 5.77553829235451
2006-08-01 5.78479135096430
2006-09-01 5.87629178166002
2006-10-01 5.79190317920128
2006-11-01 5.76289387461786
2006-12-01 5.74991062674234
2007-01-01 5.84603285214400
2007-02-01 5.86251194199026
2007-03-01 5.84017412819574
2007-04-01 5.85500517441680
2007-05-01 5.89923869367039
2007-06-01 5.87566596695924
2007-07-01 5.97056413355047
2007-08-01 6.06954122986770
2007-09-01 6.06526874064091
2007-10-01 6.08252117351245
2007-11-01 6.07390985367654
2007-12-01 6.15318836698711
2008-01-01 6.15217728740758
2008-02-01 6.16428391391388
2008-03-01 6.15667033597703
2008-04-01 6.23684096935647
2008-05-01 6.20594592933391
2008-06-01 6.18537322734923
2008-07-01 6.16234780506233
2008-08-01 6.15418140762059
2008-09-01 6.15579142514371
2008-10-01 6.17870518697096
2008-11-01 6.18746743012089
2008-12-01 6.15533459075888
2009-01-01 6.15987419872378
2009-02-01 6.16965377110635
2009-03-01 6.17086891297758
2009-04-01 6.22051957110752
2009-05-01 6.21020944507141
2009-06-01 6.18252465692864
2009-07-01 6.25298615176135
2009-08-01 6.24239584171550
2009-09-01 6.24334685378701
2009-10-01 6.38656013790147
2009-11-01 6.40319470697789
2009-12-01 6.36650087709532
2010-01-01 6.26226302174772
2010-02-01 6.26829785324571
2010-03-01 6.27378860692116
2010-04-01 6.31414994722910
2010-05-01 6.31100374003638
2010-06-01 6.37632693174036
2010-07-01 6.34730293515668
2010-08-01 6.33448150225821
2010-09-01 6.33468296808405
2010-10-01 6.29735221252860
2010-11-01 6.31308642826982
2010-12-01 6.37504529494889
2011-01-01 6.46916629311961
2011-02-01 6.56659516572729
2011-03-01 6.56886703161925
2011-04-01 6.51009134327968
2011-05-01 6.50569254472330
2011-06-01 6.56575602607496
2011-07-01 6.65223395403305
2011-08-01 6.73057705374744
2011-09-01 6.73407779698975
2011-10-01 6.70771989266458
2011-11-01 6.72112084223524
2011-12-01 6.68354869097326
2012-01-01 6.86963501154241
2012-02-01 6.85803235237860
2012-03-01 6.85310862890694
2012-04-01 7.01638506257735
2012-05-01 6.99662241391619
2012-06-01 7.06243014605904
2012-07-01 7.06485649036830
2012-08-01 7.12967408600901
2012-09-01 7.14136292987689
2012-10-01 7.11190336307301
2012-11-01 7.12172465916059
2012-12-01 7.08242370083353
2013-01-01 7.06955268357291
2013-02-01 7.05265285337601
2013-03-01 7.04089987885186
2013-04-01 7.01716323672011
2013-05-01 7.08773498332082
2013-06-01 7.06150630803299
2013-07-01 7.08357424856977
2013-08-01 7.03542748530254
2013-09-01 7.05712102394580
2013-10-01 7.00977686957307
2013-11-01 7.00964459091179
2013-12-01 6.97163018777030
2014-01-01 6.97111814187999
2014-02-01 7.05382511510779
2014-03-01 7.02831005397482
2014-04-01 7.02063711474235
2014-05-01 6.98048287690420
2014-06-01 7.06682513484468
2014-07-01 6.89509763462682
2014-08-01 6.84598200813409
2014-09-01 6.87914569558570
2014-10-01 6.99955829727185
2014-11-01 6.98834501989833
2014-12-01 7.05471063829184
2015-01-01 7.07799111880653
2015-02-01 7.05963253916370
2015-03-01 7.12488291163375
2015-04-01 7.02200025877897
2015-05-01 7.07744518147604
2015-06-01 7.06909473349316
2015-07-01 6.99817648538303
2015-08-01 7.05379453302103
2015-09-01 7.00287266950244
2015-10-01 6.98970993316627
2015-11-01 6.97064214387132
2015-12-01 6.93931784248495
2016-01-01 6.98036837226488
2016-02-01 6.86638107783932
2016-03-01 6.82394614457115
2016-04-01 6.82932233458354
2016-05-01 6.78130152631574
2016-06-01 6.76798845435941
2016-07-01 6.78750541291944
2016-08-01 6.75914708425687
2016-09-01 6.81849960273886
2016-10-01 6.78349975444312
2016-11-01 6.86269593011358
2016-12-01 6.83015448831874
2017-01-01 6.77726591623632
2017-02-01 6.76967892962230
2017-03-01 6.83643746112640
2017-04-01 6.83388709803702
2017-05-01 6.78829041760331
2017-06-01 6.76151791813332
2017-07-01 6.77213434627798
2017-08-01 6.75744597913438
2017-09-01 6.72362781617507
2017-10-01 6.78300523595841
2017-11-01 6.76438525353981
2017-12-01 6.73372009408466
2018-01-01 6.67035185545677
2018-02-01 6.67133376564625
2018-03-01 6.64435639279017
2018-04-01 6.64177337920050
2018-05-01 6.69442581731058
2018-06-01 6.65271590766306
2018-07-01 6.65336031551000
2018-08-01 6.65388307672666
2018-09-01 6.52481966759118
2018-10-01 6.58301444920030
2018-11-01 6.57230742769425
2018-12-01 6.54610019221531
2019-01-01 6.56585468690544
2019-02-01 6.56945897426045
2019-03-01 6.55001862826644
2019-04-01 6.54442266000632
2019-05-01 6.49382809964311
2019-06-01 6.54559642883626
2019-07-01 6.54331335290070
2019-08-01 6.44807089593697
2019-09-01 6.52243080441771
2019-10-01 6.48467940631638
2019-11-01 6.48457497714894
2019-12-01 6.56569382522691
2020-01-01 6.55807035430448
2020-02-01 6.56645717392331
2020-03-01 6.44718637082574
2020-04-01 5.44403706053156
2020-05-01 5.59230485814775
2020-06-01 5.63782160408046
2020-07-01 5.94235773755101
2020-08-01 6.04645546869502
2020-09-01 6.01761976626964
2020-10-01 5.88764776491256
2020-11-01 5.99607194952718
2020-12-01 5.98223351850362
2021-01-01 6.15039491975275
2021-02-01 6.06136543611840
2021-03-01 6.14619187999563
2021-04-01 6.03642089495859
2021-05-01 6.08865886440647
2021-06-01 5.93757181559286
2021-07-01 6.15145557915680
2021-08-01 6.14133690404650
2021-09-01 6.10911712428350
2021-10-01 6.19287540780432
2021-11-01 6.20391038943048
2021-12-01 6.19899659674228
2022-01-01 6.14321993998105
2022-02-01 6.15591880404982
2022-03-01 6.23953330833526
2022-04-01 6.32994124206965
2022-05-01 6.28555490993494
2022-06-01 6.24313801925315
2022-07-01 6.26004261501788
2022-08-01 6.23632361205768
2022-09-01 6.30654511753413
2022-10-01 6.29590108498165
2022-11-01 6.30645321049691
2022-12-01 6.30806470293667
2023-01-01 6.34067506476730
2023-02-01 6.34966642802885
2023-03-01 6.33725770320396
2023-04-01 6.52483370340481
2023-05-01 6.37840268611464
2023-06-01 6.45285276707046
2023-07-01 6.36761853072967
2023-08-01 6.33167543381851
2023-09-01 6.50393558427109
2023-10-01 6.39972093485020
2023-11-01 6.40827892088309
2023-12-01 6.41569996098336
2024-01-01 6.43622071383193
2024-02-01 6.43942332677415
2024-03-01 6.53661156169414
2024-04-01 6.42529295323772
2024-05-01 6.37593799830137
2024-06-01 6.35896293223393
2024-07-01 6.36958269722285
2024-08-01 6.43083706166373
2024-09-01 6.40214620298742
2024-10-01 6.40414219492217
2024-11-01 6.41086785619661
2024-12-01 6.41749718799761
2025-01-01 6.53170280551374
2025-02-01 6.42807203937420
2025-03-01 6.43915055684854
2025-04-01 6.42747827000134
2025-05-01 6.47536043126543
2025-06-01 6.46617254475242
2025-07-01 6.57029446154006
2025-08-01 6.52811397156392
2025-09-01 6.49939637769216
2025-10-01 6.50707735000236
2025-11-01 6.51334654128421
2025-12-01 6.51988770271463
2026-01-01 6.52718559663336
2026-02-01 6.61987435222201
2026-03-01 6.53854618616076
2026-04-01 6.53379528734484
2026-05-01 6.57629114105746
2026-06-01 6.57220837056984
2026-07-01 6.56663596288079

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