Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Grand Rapids-Wyoming-Kentwood, MI (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Grand Rapids-Wyoming-Kentwood, MI (MSA)
Series ID SMU26243406561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2025-09-01
Last Updated 2025-12-12 3:10 AM CST
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 8.94724322126298
1990-02-01 8.91341749237004
1990-03-01 8.96013932257877
1990-04-01 8.89172125223893
1990-05-01 8.55912825674074
1990-06-01 8.72236774756949
1990-07-01 8.80621296379904
1990-08-01 8.93748918441897
1990-09-01 9.04303303049134
1990-10-01 8.94620186066567
1990-11-01 9.08252290901790
1990-12-01 9.23367179351258
1991-01-01 8.82855558120992
1991-02-01 8.84255355630060
1991-03-01 8.69288070749738
1991-04-01 8.62353097751934
1991-05-01 8.67229264212884
1991-06-01 8.57306654817529
1991-07-01 8.53224618643378
1991-08-01 8.42804717069344
1991-09-01 8.43777074922145
1991-10-01 8.58033367108907
1991-11-01 8.54541649284098
1991-12-01 8.65928648907700
1992-01-01 8.80165104605539
1992-02-01 8.87943543647742
1992-03-01 8.91070553751038
1992-04-01 9.02166625174177
1992-05-01 9.00999421893134
1992-06-01 8.62798578612296
1992-07-01 8.82774253674467
1992-08-01 8.84154721442513
1992-09-01 9.14213210589461
1992-10-01 8.78985363134859
1992-11-01 8.65050476818548
1992-12-01 8.64695760234040
1993-01-01 8.68135352912882
1993-02-01 8.64503005077017
1993-03-01 8.85400512461593
1993-04-01 8.77866807611948
1993-05-01 8.78113621103337
1993-06-01 8.89763209881446
1993-07-01 8.95907398241032
1993-08-01 8.84883890705256
1993-09-01 9.03447655210774
1993-10-01 9.30584864652868
1993-11-01 9.21777247611393
1993-12-01 9.11946387420237
1994-01-01 9.09958624001556
1994-02-01 9.04334807490556
1994-03-01 8.89690622453895
1994-04-01 8.90007074194348
1994-05-01 8.82008708906934
1994-06-01 8.95766712984989
1994-07-01 8.97553563670880
1994-08-01 9.07322545145164
1994-09-01 9.32882305338001
1994-10-01 9.02255905954745
1994-11-01 9.07942356750807
1994-12-01 9.21778903928237
1995-01-01 9.22245334473781
1995-02-01 9.24811799318826
1995-03-01 9.29431551040862
1995-04-01 9.36760619960676
1995-05-01 9.49026170598444
1995-06-01 9.47440200582862
1995-07-01 9.59447521139227
1995-08-01 9.69056949264455
1995-09-01 9.63746385651601
1995-10-01 9.66127468420034
1995-11-01 9.57888894277947
1995-12-01 9.53236756249157
1996-01-01 9.54097456520377
1996-02-01 9.73400995377386
1996-03-01 9.76843458190104
1996-04-01 9.72224755663661
1996-05-01 9.74273337017920
1996-06-01 10.09723137427240
1996-07-01 9.76933777234660
1996-08-01 9.66891423357125
1996-09-01 9.62694421877448
1996-10-01 9.63405809683147
1996-11-01 9.72831971556405
1996-12-01 9.83960672161671
1997-01-01 10.26031063289550
1997-02-01 9.86994492477912
1997-03-01 9.84806752201972
1997-04-01 9.97577499914114
1997-05-01 9.77854760819869
1997-06-01 9.72426644661769
1997-07-01 9.75133973177152
1997-08-01 9.92127619934210
1997-09-01 9.39630686857439
1997-10-01 9.96562819114111
1997-11-01 10.15632752220830
1997-12-01 10.03842212372290
1998-01-01 10.37939907486220
1998-02-01 10.02721927586370
1998-03-01 10.00780772594510
1998-04-01 9.97847819718618
1998-05-01 10.10146545772380
1998-06-01 9.95662279855014
1998-07-01 10.29223682119890
1998-08-01 10.15421519691910
1998-09-01 10.37841720845300
1998-10-01 10.40845365533710
1998-11-01 10.24957813745120
1998-12-01 9.84004395003382
1999-01-01 10.31623362370600
1999-02-01 10.48491893385610
1999-03-01 10.43483450927780
1999-04-01 10.41153327786600
1999-05-01 10.53775047055140
1999-06-01 10.56389852638250
1999-07-01 10.30179033442110
1999-08-01 10.21231048141950
1999-09-01 10.41357890544620
1999-10-01 10.41457498502540
1999-11-01 10.41866935302990
1999-12-01 10.69444686163570
2000-01-01 10.43567016688750
2000-02-01 10.63473719041770
2000-03-01 10.84708855402540
2000-04-01 10.79676903926840
2000-05-01 10.91564084924100
2000-06-01 11.01043048449730
2000-07-01 11.22617487721370
2000-08-01 11.40304263253840
2000-09-01 11.31156291507570
2000-10-01 11.31588495154250
2000-11-01 11.39778980218140
2000-12-01 11.38611837290460
2001-01-01 11.43305775111190
2001-02-01 11.20197332761150
2001-03-01 11.55807338083470
2001-04-01 11.68971394533660
2001-05-01 11.68126356162310
2001-06-01 12.01483594857860
2001-07-01 12.48537258736660
2001-08-01 12.25015455213830
2001-09-01 11.94293138616170
2001-10-01 11.97871767071720
2001-11-01 12.00366916749460
2001-12-01 12.05186641820140
2002-01-01 12.26014226938540
2002-02-01 12.34119362625700
2002-03-01 12.38628018996990
2002-04-01 12.64128366447120
2002-05-01 12.65609515738920
2002-06-01 13.65614645154550
2002-07-01 12.86709117296610
2002-08-01 12.90577731861430
2002-09-01 12.81000738321800
2002-10-01 12.63316200128550
2002-11-01 12.70729993387170
2002-12-01 12.18952903062630
2003-01-01 11.98008492032880
2003-02-01 13.47722730960390
2003-03-01 12.96519626616030
2003-04-01 13.01801485747230
2003-05-01 13.72283919939880
2003-06-01 13.11471993345600
2003-07-01 12.80923547249340
2003-08-01 12.81131665186550
2003-09-01 12.76092321090970
2003-10-01 13.57272102398910
2003-11-01 13.85572473852200
2003-12-01 14.00665353010850
2004-01-01 14.21071889290520
2004-02-01 14.40581803710290
2004-03-01 14.09752762845720
2004-04-01 13.86858133436540
2004-05-01 13.95367634405590
2004-06-01 14.33503798150630
2004-07-01 14.31332225326580
2004-08-01 14.41402925301260
2004-09-01 14.64966707539520
2004-10-01 14.79463976414880
2004-11-01 15.05886049819080
2004-12-01 14.83489347916420
2005-01-01 13.83889652572820
2005-02-01 14.32188209603510
2005-03-01 14.30569115037500
2005-04-01 14.46364070970480
2005-05-01 14.58765301493260
2005-06-01 13.29873151572830
2005-07-01 13.58035740468860
2005-08-01 13.67949237039090
2005-09-01 13.80657238087680
2005-10-01 13.67083306726270
2005-11-01 13.54843342363140
2005-12-01 13.56879712746460
2006-01-01 13.56190570572770
2006-02-01 13.53956957718750
2006-03-01 14.15712275734710
2006-04-01 14.03842842857710
2006-05-01 14.33756065101890
2006-06-01 13.12487236026190
2006-07-01 12.87416685388260
2006-08-01 13.47812050468260
2006-09-01 13.90456519378940
2006-10-01 13.77950273216200
2006-11-01 13.88025491088870
2006-12-01 13.91744170590370
2007-01-01 14.28303991597600
2007-02-01 14.40785908316880
2007-03-01 14.37709705567920
2007-04-01 14.31411780637160
2007-05-01 14.35640054468900
2007-06-01 14.16747583141120
2007-07-01 14.25869565405390
2007-08-01 14.52414330547570
2007-09-01 14.43159433259220
2007-10-01 14.37924326258800
2007-11-01 14.18996048753820
2007-12-01 14.41191545459020
2008-01-01 14.35270588641070
2008-02-01 14.47261457307510
2008-03-01 14.43103916795000
2008-04-01 14.67100540527990
2008-05-01 14.95734349920250
2008-06-01 15.12308531575620
2008-07-01 15.11421177758360
2008-08-01 14.86083007419030
2008-09-01 14.67571942370930
2008-10-01 14.88047012164610
2008-11-01 15.16177082913690
2008-12-01 15.09945559010900
2009-01-01 15.00887011265960
2009-02-01 15.19901652932860
2009-03-01 15.19815675287900
2009-04-01 15.44475438461800
2009-05-01 15.57983762842620
2009-06-01 15.42616901996630
2009-07-01 15.29169449662420
2009-08-01 15.38286723430010
2009-09-01 15.21278581460540
2009-10-01 15.31994701415020
2009-11-01 15.24365703283430
2009-12-01 15.24324086876090
2010-01-01 15.24014477706660
2010-02-01 15.00209873239630
2010-03-01 14.89768288100690
2010-04-01 14.37164440116280
2010-05-01 14.54389452462820
2010-06-01 14.81383077485720
2010-07-01 15.14966884963980
2010-08-01 15.13831559256470
2010-09-01 14.64735724271140
2010-10-01 14.40228954848610
2010-11-01 14.30580313201150
2010-12-01 14.15222287841370
2011-01-01 14.68103466598120
2011-02-01 14.21305641566550
2011-03-01 14.15953397520430
2011-04-01 14.03177050504580
2011-05-01 13.92976644293070
2011-06-01 13.93838907915120
2011-07-01 14.16450804253220
2011-08-01 14.11802776778730
2011-09-01 14.16497334404010
2011-10-01 14.15661591114460
2011-11-01 14.05140480335130
2011-12-01 13.97198573991610
2012-01-01 14.04268034544860
2012-02-01 14.10599313690840
2012-03-01 14.28978414272060
2012-04-01 14.43277732761190
2012-05-01 14.51670203932320
2012-06-01 14.46920397999510
2012-07-01 14.49960663407100
2012-08-01 14.53233145481280
2012-09-01 14.42079900332960
2012-10-01 14.63660056004400
2012-11-01 14.65999217215740
2012-12-01 14.49533887289120
2013-01-01 14.33202783818410
2013-02-01 14.18859293239050
2013-03-01 14.25346241843550
2013-04-01 13.45744450498120
2013-05-01 13.25334473569560
2013-06-01 13.64509515080640
2013-07-01 14.00487916583710
2013-08-01 14.27540364404320
2013-09-01 13.96075535662380
2013-10-01 13.92237807826760
2013-11-01 14.01592255292160
2013-12-01 14.04967474319880
2014-01-01 14.21444742152550
2014-02-01 14.28887264624660
2014-03-01 14.32551062839720
2014-04-01 14.18223111963210
2014-05-01 14.11812366414870
2014-06-01 14.43604918003120
2014-07-01 14.22944295348420
2014-08-01 14.34944922686000
2014-09-01 14.53214973105070
2014-10-01 14.45967177936300
2014-11-01 14.41340510204070
2014-12-01 14.77525320578040
2015-01-01 14.71233167110930
2015-02-01 14.79749748693730
2015-03-01 14.91687406784840
2015-04-01 15.15044506987960
2015-05-01 15.00135722958900
2015-06-01 15.23969098044900
2015-07-01 14.63515725960290
2015-08-01 13.96314755752350
2015-09-01 14.76111096331550
2015-10-01 14.78855390399230
2015-11-01 14.86394137964270
2015-12-01 14.80775655163340
2016-01-01 14.68622866508840
2016-02-01 14.62947818823700
2016-03-01 14.55802691612890
2016-04-01 14.23206699186430
2016-05-01 14.41880204002570
2016-06-01 14.48831322711900
2016-07-01 14.78690898892020
2016-08-01 14.49654848214680
2016-09-01 14.27720315236220
2016-10-01 13.91977524369210
2016-11-01 14.03840515036030
2016-12-01 13.98188843401650
2017-01-01 14.07611524352620
2017-02-01 14.10051252363410
2017-03-01 14.12989783799040
2017-04-01 14.41322061775480
2017-05-01 14.53476963760310
2017-06-01 14.57270829523330
2017-07-01 14.59688285757430
2017-08-01 14.47441297644660
2017-09-01 14.29992536601260
2017-10-01 14.44149550640370
2017-11-01 14.47597765587570
2017-12-01 14.57487956617680
2018-01-01 14.85798397497820
2018-02-01 14.86765887440910
2018-03-01 15.14826369772770
2018-04-01 14.74689021842740
2018-05-01 14.65141093337120
2018-06-01 14.63478706917870
2018-07-01 14.29072810051650
2018-08-01 14.19181002555190
2018-09-01 14.64037669833370
2018-10-01 14.33682358706160
2018-11-01 14.31634334139310
2018-12-01 14.47734260353130
2019-01-01 13.97971511632750
2019-02-01 13.93183068029800
2019-03-01 14.19852169260000
2019-04-01 14.27810258994640
2019-05-01 14.30399074707170
2019-06-01 14.22848989888970
2019-07-01 14.14657688498650
2019-08-01 14.28980810995720
2019-09-01 14.13056660035340
2019-10-01 14.23698469301560
2019-11-01 14.25560804878090
2019-12-01 14.22187409174590
2020-01-01 14.26010703536290
2020-02-01 14.29180277859260
2020-03-01 13.93361506191360
2020-04-01 12.48244735643490
2020-05-01 12.63390843774910
2020-06-01 12.62717819322020
2020-07-01 13.01387864724810
2020-08-01 13.15031025111930
2020-09-01 13.28863010347510
2020-10-01 13.34258782511410
2020-11-01 13.31431172671580
2020-12-01 12.92638065299640
2021-01-01 13.25615695339300
2021-02-01 13.36405488278240
2021-03-01 13.49891313955430
2021-04-01 13.53000632112150
2021-05-01 13.57552939463710
2021-06-01 13.37318143746330
2021-07-01 13.58532754580430
2021-08-01 13.61560639709810
2021-09-01 13.49834335983700
2021-10-01 13.74664713874040
2021-11-01 13.83615831993030
2021-12-01 13.44402514791870
2022-01-01 14.03660321806980
2022-02-01 14.04603488881740
2022-03-01 13.98646429371930
2022-04-01 14.28994483792390
2022-05-01 14.21965896077480
2022-06-01 14.36900385117590
2022-07-01 14.53938972082050
2022-08-01 14.66926466690490
2022-09-01 14.75745862411290
2022-10-01 14.77668739287190
2022-11-01 14.86096379966610
2022-12-01 15.39676530310650
2023-01-01 15.14899425211650
2023-02-01 15.13927033006850
2023-03-01 15.37879763094020
2023-04-01 15.33785791937250
2023-05-01 15.41550046192000
2023-06-01 15.75575753360550
2023-07-01 15.63628653777270
2023-08-01 15.53223612053180
2023-09-01 15.85112422035860
2023-10-01 15.91426325723470
2023-11-01 15.96036277769160
2023-12-01 16.18260323335320
2024-01-01 16.15770259363240
2024-02-01 16.47591629029350
2024-03-01 16.59803959266920
2024-04-01 16.59092637235400
2024-05-01 16.80945745403660
2024-06-01 16.86735218189240
2024-07-01 16.72696085364510
2024-08-01 17.03034384584770
2024-09-01 16.95128412229990
2024-10-01 16.84667238835080
2024-11-01 16.93207547443340
2024-12-01 16.88885548810880
2025-01-01 17.05456572875670
2025-02-01 16.95826210350340
2025-03-01 16.95769509663080
2025-04-01 17.05702895155550
2025-05-01 16.72202611936100
2025-06-01 17.07548154712810
2025-07-01 17.78482676130170
2025-08-01 17.24728556698050
2025-09-01 17.18506982661640

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