Table Data - All Employees: Education and Health Services: Private Educational Services in Sacramento-Roseville-Folsom, CA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Sacramento-Roseville-Folsom, CA (MSA)
Series ID SMU06409006561000001SA
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 2026-04-01
Last Updated 2026-05-26 2:30 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 5.34783928927778
1990-02-01 5.33131953799800
1990-03-01 5.32082640336068
1990-04-01 4.57360300513228
1990-05-01 4.99169970204983
1990-06-01 5.15404719417456
1990-07-01 5.32232059721696
1990-08-01 5.08367229700448
1990-09-01 4.97080397044796
1990-10-01 4.17671186951080
1990-11-01 5.43453733917849
1990-12-01 5.68090412620527
1991-01-01 5.86195255541862
1991-02-01 6.13715784116696
1991-03-01 5.53804534619704
1991-04-01 5.36375853793294
1991-05-01 5.37890208552576
1991-06-01 5.24313928262306
1991-07-01 5.32104591130720
1991-08-01 5.47565278936334
1991-09-01 5.56228706020433
1991-10-01 5.48091390145061
1991-11-01 5.24716907798781
1991-12-01 5.38987317482798
1992-01-01 5.18691263688483
1992-02-01 5.33888797241375
1992-03-01 5.45489737697188
1992-04-01 5.54380987245088
1992-05-01 5.56706679576857
1992-06-01 5.61422203994449
1992-07-01 5.42285505914406
1992-08-01 5.36039111295887
1992-09-01 5.53351543677624
1992-10-01 5.40518205641606
1992-11-01 5.57294617410895
1992-12-01 5.31412876901743
1993-01-01 5.32462457914525
1993-02-01 5.23065900530636
1993-03-01 5.37390504396572
1993-04-01 5.50230456423410
1993-05-01 5.66678171162072
1993-06-01 5.34903990554158
1993-07-01 5.71241852016313
1993-08-01 5.75439485947563
1993-09-01 5.51108970219241
1993-10-01 5.86589212392878
1993-11-01 6.00097428886663
1993-12-01 5.45125171212689
1994-01-01 5.45270663208333
1994-02-01 5.43153641320260
1994-03-01 5.07192376928186
1994-04-01 5.25975811800734
1994-05-01 5.86313403994287
1994-06-01 5.28899385650614
1994-07-01 5.04464916461501
1994-08-01 5.13038794939788
1994-09-01 5.33793536267338
1994-10-01 5.25669553157809
1994-11-01 5.24811457803387
1994-12-01 5.49265908394976
1995-01-01 5.46881995008003
1995-02-01 5.62663585262778
1995-03-01 5.64768379508828
1995-04-01 4.50786930866426
1995-05-01 5.26042548960296
1995-06-01 5.54594298398828
1995-07-01 5.33463431006141
1995-08-01 5.51616477603922
1995-09-01 5.70487192190436
1995-10-01 5.56338380061905
1995-11-01 5.67606406896536
1995-12-01 5.85220718446766
1996-01-01 5.85959304457616
1996-02-01 5.90109328514890
1996-03-01 5.32204705542599
1996-04-01 5.98905844708754
1996-05-01 5.33330604944086
1996-06-01 6.03900245984357
1996-07-01 5.91111871271853
1996-08-01 6.10207687120589
1996-09-01 6.78500643828676
1996-10-01 6.35111143177261
1996-11-01 6.37316270983706
1996-12-01 6.40795355688396
1997-01-01 5.74421613483965
1997-02-01 6.48997900034795
1997-03-01 6.92831477352855
1997-04-01 6.88147913944215
1997-05-01 7.07594419589249
1997-06-01 7.15426932155780
1997-07-01 7.31230322948551
1997-08-01 6.99912079094328
1997-09-01 6.54099788826059
1997-10-01 6.50823145904993
1997-11-01 6.53666164938546
1997-12-01 6.98509655347963
1998-01-01 6.10663950123286
1998-02-01 6.99681819703329
1998-03-01 7.33380753234554
1998-04-01 7.31164322312953
1998-05-01 6.97078916701986
1998-06-01 6.79698323870807
1998-07-01 7.26908866571233
1998-08-01 7.12313181047409
1998-09-01 6.97626364047416
1998-10-01 7.22505716127690
1998-11-01 7.35940274248199
1998-12-01 7.07069645135425
1999-01-01 7.31713853741934
1999-02-01 7.83646029581030
1999-03-01 7.26772038260305
1999-04-01 7.43696155712090
1999-05-01 7.75440809439332
1999-06-01 7.83068839847041
1999-07-01 7.88631388498727
1999-08-01 7.99874413012860
1999-09-01 8.07272205787707
1999-10-01 8.21900416954882
1999-11-01 8.26212169549983
1999-12-01 8.76870756765365
2000-01-01 7.49666430910320
2000-02-01 7.77105615780959
2000-03-01 7.82265155019328
2000-04-01 7.94902845292066
2000-05-01 8.12660689398429
2000-06-01 8.33294035480032
2000-07-01 8.44339022674584
2000-08-01 8.65464565106297
2000-09-01 8.83208769503119
2000-10-01 8.00701863593018
2000-11-01 7.48951441052837
2000-12-01 8.13445744551045
2001-01-01 9.35967955072077
2001-02-01 9.42795580695792
2001-03-01 9.69058072235252
2001-04-01 9.11149355788143
2001-05-01 9.21582265038662
2001-06-01 8.90021276883627
2001-07-01 8.68167299207360
2001-08-01 9.33547971943860
2001-09-01 9.68564240430115
2001-10-01 9.92202292262224
2001-11-01 10.40736307722390
2001-12-01 9.67256017000061
2002-01-01 10.64366205466280
2002-02-01 9.87249519946472
2002-03-01 9.79848598051829
2002-04-01 9.93861556375558
2002-05-01 11.39882102006180
2002-06-01 10.26656895748350
2002-07-01 10.10712904440910
2002-08-01 10.13574389624770
2002-09-01 10.18045489483720
2002-10-01 10.32404398542150
2002-11-01 10.77392570124100
2002-12-01 10.50275059348940
2003-01-01 11.24827526091140
2003-02-01 9.89685063488879
2003-03-01 10.36532011883390
2003-04-01 11.36035710866000
2003-05-01 10.91311642876230
2003-06-01 10.92334829275900
2003-07-01 11.20378992676020
2003-08-01 10.78515209522360
2003-09-01 11.31928483482300
2003-10-01 11.23257097305310
2003-11-01 11.16681266936080
2003-12-01 11.64097760246280
2004-01-01 11.71707752153110
2004-02-01 11.86885042753900
2004-03-01 11.88415096498140
2004-04-01 12.09101842805290
2004-05-01 12.01190469479480
2004-06-01 12.12132861960070
2004-07-01 12.22586075115090
2004-08-01 11.30128628785890
2004-09-01 12.65942356377840
2004-10-01 11.84046768894970
2004-11-01 11.71990319838430
2004-12-01 12.27444264967510
2005-01-01 12.14955142123660
2005-02-01 11.99510928787550
2005-03-01 12.18499472812390
2005-04-01 12.15817512569250
2005-05-01 12.04450955714020
2005-06-01 11.92985963639990
2005-07-01 11.91050078208430
2005-08-01 11.80313725807910
2005-09-01 11.68247577970700
2005-10-01 12.38541565141280
2005-11-01 12.02975695221200
2005-12-01 11.49875609780400
2006-01-01 12.74191808727170
2006-02-01 12.18845906970470
2006-03-01 12.25484852854230
2006-04-01 12.14058216439040
2006-05-01 12.37103309059450
2006-06-01 12.89451901746640
2006-07-01 12.99085919489950
2006-08-01 12.96000435987250
2006-09-01 12.89689053045580
2006-10-01 13.89439494697360
2006-11-01 12.75680681809430
2006-12-01 12.70856928806660
2007-01-01 12.93788378604230
2007-02-01 12.38881918412200
2007-03-01 13.38979762736080
2007-04-01 13.04267593209180
2007-05-01 13.22378950894570
2007-06-01 12.64061435946740
2007-07-01 12.89823813240040
2007-08-01 12.46923788516920
2007-09-01 12.80510447383550
2007-10-01 12.41415623048930
2007-11-01 12.95158748462640
2007-12-01 12.68747260030210
2008-01-01 12.23169190985870
2008-02-01 13.02968613898840
2008-03-01 12.76628202985730
2008-04-01 12.82442110594160
2008-05-01 12.66447975053890
2008-06-01 13.00941011407140
2008-07-01 12.67792034745690
2008-08-01 13.29538905971090
2008-09-01 13.19954838567650
2008-10-01 13.04133586748640
2008-11-01 13.37060804445280
2008-12-01 13.02509449817380
2009-01-01 12.89910179206270
2009-02-01 13.28990667544330
2009-03-01 13.07700299698720
2009-04-01 12.91122819680150
2009-05-01 12.94254372519850
2009-06-01 12.73252337307940
2009-07-01 12.62011532682710
2009-08-01 12.93240690132160
2009-09-01 12.86542596425620
2009-10-01 13.28660190403300
2009-11-01 12.94034719742080
2009-12-01 13.36178175229690
2010-01-01 11.74151760084150
2010-02-01 11.58863123346250
2010-03-01 11.65027418108240
2010-04-01 12.10653105055420
2010-05-01 12.20708933957880
2010-06-01 12.26402925175720
2010-07-01 12.42573047015550
2010-08-01 12.41360657804690
2010-09-01 12.12528903923050
2010-10-01 12.46824173630970
2010-11-01 12.67401953781570
2010-12-01 13.11685399464740
2011-01-01 12.74225292448990
2011-02-01 12.63190449624320
2011-03-01 12.60071270122130
2011-04-01 12.82160237855390
2011-05-01 12.79146836044230
2011-06-01 12.87058201067670
2011-07-01 13.08919787316550
2011-08-01 13.21821977790010
2011-09-01 12.96161706946220
2011-10-01 12.91968189857310
2011-11-01 13.13520936140500
2011-12-01 13.20919318286860
2012-01-01 13.25340636787240
2012-02-01 13.39561993064760
2012-03-01 13.21508878078040
2012-04-01 13.13363261980540
2012-05-01 13.07893225376860
2012-06-01 13.29298659447200
2012-07-01 13.00813770874010
2012-08-01 12.74861543466540
2012-09-01 13.09837497673240
2012-10-01 12.65293616864230
2012-11-01 13.00568608198590
2012-12-01 12.38775046607180
2013-01-01 12.99146185414920
2013-02-01 13.01774505238400
2013-03-01 13.26720921339210
2013-04-01 12.94198597892250
2013-05-01 13.22392689709110
2013-06-01 12.69684796673160
2013-07-01 12.60290465889050
2013-08-01 12.65538717351870
2013-09-01 12.74370773532330
2013-10-01 12.79017583115780
2013-11-01 12.34167367493430
2013-12-01 12.15073308621940
2014-01-01 12.58295607809050
2014-02-01 12.09915252503390
2014-03-01 12.57083379029310
2014-04-01 12.33419585461900
2014-05-01 12.88577051042760
2014-06-01 12.43071740517110
2014-07-01 12.37856174043890
2014-08-01 12.71352334838600
2014-09-01 12.82256037201940
2014-10-01 12.90598981657740
2014-11-01 12.68980517398110
2014-12-01 12.57850207559560
2015-01-01 12.47138127436940
2015-02-01 12.15945248492300
2015-03-01 12.64516839355460
2015-04-01 12.51772754413080
2015-05-01 12.38381336642300
2015-06-01 12.47367367495500
2015-07-01 12.21801230591850
2015-08-01 11.61495630644520
2015-09-01 11.24284408957600
2015-10-01 11.74409195208160
2015-11-01 11.71311274167250
2015-12-01 12.08556352102670
2016-01-01 11.77431321665010
2016-02-01 12.01068029849380
2016-03-01 11.54291267557570
2016-04-01 11.79609932876310
2016-05-01 11.69591222534530
2016-06-01 11.91232234986210
2016-07-01 12.03514056826400
2016-08-01 11.99021168168130
2016-09-01 11.89645900932080
2016-10-01 11.81347123387880
2016-11-01 12.03728433535410
2016-12-01 11.78023161785820
2017-01-01 11.64833749864580
2017-02-01 11.85448512231440
2017-03-01 11.65390065445230
2017-04-01 11.99805671717360
2017-05-01 12.01016640247710
2017-06-01 11.81571709260930
2017-07-01 11.96122196597970
2017-08-01 12.26177388931670
2017-09-01 12.35233368668470
2017-10-01 12.10358271646480
2017-11-01 11.92995777566270
2017-12-01 12.01696665211380
2018-01-01 12.10280351865870
2018-02-01 12.15216813175010
2018-03-01 12.02544978314470
2018-04-01 11.99968892516070
2018-05-01 11.97371411164050
2018-06-01 11.99586214196560
2018-07-01 12.33165682318980
2018-08-01 12.35118625955810
2018-09-01 12.29707717914330
2018-10-01 12.58774055403990
2018-11-01 12.62126703847950
2018-12-01 13.00357272248470
2019-01-01 12.92184547528990
2019-02-01 13.21137448285990
2019-03-01 13.35682650816680
2019-04-01 13.20606712710600
2019-05-01 13.08104181346960
2019-06-01 13.13655364969660
2019-07-01 13.24407864119090
2019-08-01 13.17062531780580
2019-09-01 13.13961264651530
2019-10-01 13.17364388349120
2019-11-01 13.19416500757510
2019-12-01 13.42728225000930
2020-01-01 13.35206994221390
2020-02-01 13.41169760241930
2020-03-01 13.23921530711090
2020-04-01 10.08804275847230
2020-05-01 9.94187408252558
2020-06-01 10.64080881160470
2020-07-01 10.69971918605790
2020-08-01 10.83731002011700
2020-09-01 10.96356666505720
2020-10-01 11.18999736716920
2020-11-01 11.27913272086010
2020-12-01 11.16777329137140
2021-01-01 11.56550439688690
2021-02-01 11.38295515752070
2021-03-01 11.61050270370320
2021-04-01 11.76049385992940
2021-05-01 11.77773123719820
2021-06-01 12.04839350614090
2021-07-01 12.39947511680180
2021-08-01 12.32093983445920
2021-09-01 12.37116028712110
2021-10-01 12.61525797190980
2021-11-01 12.86780153776300
2021-12-01 12.92962178592730
2022-01-01 12.96484079459030
2022-02-01 13.11898458791190
2022-03-01 13.06726891591410
2022-04-01 14.10901069955850
2022-05-01 14.20817813922640
2022-06-01 14.30345891043850
2022-07-01 14.43908585375680
2022-08-01 14.50060797201010
2022-09-01 14.66355100581160
2022-10-01 14.83962439483020
2022-11-01 15.07588291145090
2022-12-01 15.18044808260640
2023-01-01 15.04298141740760
2023-02-01 15.20684693049130
2023-03-01 15.42866906230290
2023-04-01 15.57117628227770
2023-05-01 15.94580664751290
2023-06-01 15.80831724015080
2023-07-01 15.67603778086590
2023-08-01 15.78201614732030
2023-09-01 15.96348421749530
2023-10-01 15.74624368230030
2023-11-01 15.88979189263910
2023-12-01 15.99962475309310
2024-01-01 16.41733123095020
2024-02-01 16.66761506058140
2024-03-01 16.69743229134110
2024-04-01 16.64219505371540
2024-05-01 16.61490485440080
2024-06-01 16.44064491307720
2024-07-01 16.69024047977350
2024-08-01 17.26286580910210
2024-09-01 17.06138016152450
2024-10-01 17.14882866311730
2024-11-01 17.10773041856010
2024-12-01 17.20174718075470
2025-01-01 17.27745647203330
2025-02-01 17.31309427947490
2025-03-01 17.28902282617900
2025-04-01 17.33718752614970
2025-05-01 17.30629391758880
2025-06-01 17.17917688048470
2025-07-01 17.16656688757170
2025-08-01 17.34740378524480
2025-09-01 17.26016956557920
2025-10-01 17.43541928193350
2025-11-01 17.41677664881150
2025-12-01 17.39958179393260
2026-01-01 17.34159617652160
2026-02-01 17.27922026943070
2026-03-01 17.19439203031500
2026-04-01 17.23576287979460

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