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 2026-05-01
Last Updated 2026-06-24 10:46 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 5.34783968701666
1990-02-01 5.33131974732149
1990-03-01 5.32082644445829
1990-04-01 4.57360308458229
1990-05-01 4.99169983684450
1990-06-01 5.15404682036678
1990-07-01 5.32232150986273
1990-08-01 5.08367251212293
1990-09-01 4.97080394955771
1990-10-01 4.17671159006061
1990-11-01 5.43453627273397
1990-12-01 5.68090348777578
1991-01-01 5.86195268804944
1991-02-01 6.13715817651251
1991-03-01 5.53804516430068
1991-04-01 5.36375959852268
1991-05-01 5.37890340414676
1991-06-01 5.24313946304636
1991-07-01 5.32104681332366
1991-08-01 5.47565242442818
1991-09-01 5.56228591208597
1991-10-01 5.48091227871767
1991-11-01 5.24716664311559
1991-12-01 5.38987174019615
1992-01-01 5.18691267845724
1992-02-01 5.33888937558324
1992-03-01 5.45489866715425
1992-04-01 5.54381371551781
1992-05-01 5.56707104491764
1992-06-01 5.61422355908672
1992-07-01 5.42285518541272
1992-08-01 5.36038846871701
1992-09-01 5.53351082593036
1992-10-01 5.40517715671169
1992-11-01 5.57294124883295
1992-12-01 5.31412565175304
1993-01-01 5.32462335189783
1993-02-01 5.23065883924269
1993-03-01 5.37392006250714
1993-04-01 5.50230433570244
1993-05-01 5.66680445587622
1993-06-01 5.34904049357185
1993-07-01 5.71241748881475
1993-08-01 5.75439114030605
1993-09-01 5.51105549693175
1993-10-01 5.86588631603520
1993-11-01 6.00096840285469
1993-12-01 5.45124716852803
1994-01-01 5.45272079797219
1994-02-01 5.43153343775851
1994-03-01 5.07195205077961
1994-04-01 5.25975278581362
1994-05-01 5.86317483070698
1994-06-01 5.28899431811094
1994-07-01 5.04465115748312
1994-08-01 5.13038315332975
1994-09-01 5.33785769589634
1994-10-01 5.25668572913609
1994-11-01 5.24810292600738
1994-12-01 5.49264763186400
1995-01-01 5.46888013825750
1995-02-01 5.62662694694072
1995-03-01 5.64772378092131
1995-04-01 4.50785880760082
1995-05-01 5.26048409882120
1995-06-01 5.54594319984789
1995-07-01 5.33463837004569
1995-08-01 5.51615577631318
1995-09-01 5.70474476523588
1995-10-01 5.56336305065535
1995-11-01 5.67604201016749
1995-12-01 5.85218920567808
1996-01-01 5.85970581303171
1996-02-01 5.90109564368171
1996-03-01 5.32209691381293
1996-04-01 5.98905610860442
1996-05-01 5.33336683241418
1996-06-01 6.03900461996223
1996-07-01 5.91112228511453
1996-08-01 6.10205506507915
1996-09-01 6.78485340559885
1996-10-01 6.35108092151681
1996-11-01 6.37313777813280
1996-12-01 6.40774140550088
1997-01-01 5.74454050980122
1997-02-01 6.49000460939795
1997-03-01 6.92838451199511
1997-04-01 6.88149549590858
1997-05-01 7.07601464768359
1997-06-01 7.15427120613624
1997-07-01 7.31229287918572
1997-08-01 6.99905883851009
1997-09-01 6.54082632270319
1997-10-01 6.50810441199285
1997-11-01 6.53676873967555
1997-12-01 6.98452480072830
1998-01-01 6.10724250046708
1998-02-01 6.99693237890288
1998-03-01 7.33391627144472
1998-04-01 7.31169094228560
1998-05-01 6.97084649617870
1998-06-01 6.79697349384024
1998-07-01 7.26905044220617
1998-08-01 7.12301112013292
1998-09-01 6.97608938840337
1998-10-01 7.22482688901999
1998-11-01 7.35966850148133
1998-12-01 7.06964950004269
1999-01-01 7.31814267077697
1999-02-01 7.83665604910474
1999-03-01 7.26786294300358
1999-04-01 7.43703480279114
1999-05-01 7.75446139374110
1999-06-01 7.83065676149223
1999-07-01 7.88623297022675
1999-08-01 7.99855802849568
1999-09-01 8.07254545951584
1999-10-01 8.21865144450135
1999-11-01 8.26251866345797
1999-12-01 8.76735036622923
2000-01-01 7.49798104854079
2000-02-01 7.77136425809051
2000-03-01 7.82280465175911
2000-04-01 7.94906783976651
2000-05-01 8.12664474000281
2000-06-01 8.33288315385673
2000-07-01 8.44327175437016
2000-08-01 8.65442225729478
2000-09-01 8.83192036429567
2000-10-01 8.00664086518572
2000-11-01 7.48992134273285
2000-12-01 8.13296900329007
2001-01-01 9.36121490873518
2001-02-01 9.42830580728132
2001-03-01 9.69071887984173
2001-04-01 9.11147703571415
2001-05-01 9.21586178614094
2001-06-01 8.90013765111083
2001-07-01 8.68153679733589
2001-08-01 9.33525049047207
2001-09-01 9.68544374809783
2001-10-01 9.92164380323733
2001-11-01 10.40776119642280
2001-12-01 9.67125282480072
2002-01-01 10.64511826537930
2002-02-01 9.87287126191702
2002-03-01 9.79859319192271
2002-04-01 9.93852781152449
2002-05-01 11.39883943961940
2002-06-01 10.26648334153700
2002-07-01 10.10700061178800
2002-08-01 10.13555179308230
2002-09-01 10.18023673890700
2002-10-01 10.32377131179890
2002-11-01 10.77420353997630
2002-12-01 10.50183189790200
2003-01-01 11.24946840455410
2003-02-01 9.89714687715578
2003-03-01 10.36537625190780
2003-04-01 11.36023816189040
2003-05-01 10.91312259835730
2003-06-01 10.92326977213470
2003-07-01 11.20368956074390
2003-08-01 10.78501931771650
2003-09-01 11.31906250236070
2003-10-01 11.23241688620500
2003-11-01 11.16694235914690
2003-12-01 11.64056001022440
2004-01-01 11.71786513954220
2004-02-01 11.86904391934630
2004-03-01 11.88415452655310
2004-04-01 12.09087891673510
2004-05-01 12.01189472541200
2004-06-01 12.12126874269880
2004-07-01 12.22579873959320
2004-08-01 11.30122272628610
2004-09-01 12.65925258841490
2004-10-01 11.84045249024860
2004-11-01 11.71991758175650
2004-12-01 12.27436891176190
2005-01-01 12.14994346759950
2005-02-01 11.99517298923380
2005-03-01 12.18497063914070
2005-04-01 12.15807471836150
2005-05-01 12.04449555149040
2005-06-01 11.92982467050790
2005-07-01 11.91047659303680
2005-08-01 11.80312289326500
2005-09-01 11.68235867300410
2005-10-01 12.38545881603040
2005-11-01 12.02979126816050
2005-12-01 11.49883647736660
2006-01-01 12.74199890589510
2006-02-01 12.18844210746590
2006-03-01 12.25481796076920
2006-04-01 12.14052217125590
2006-05-01 12.37100742553370
2006-06-01 12.89449283243560
2006-07-01 12.99085134921360
2006-08-01 12.96001655580030
2006-09-01 12.89684981438860
2006-10-01 13.89448372452860
2006-11-01 12.75690609897680
2006-12-01 12.70873573869600
2007-01-01 12.93772627004250
2007-02-01 12.38871312019470
2007-03-01 13.38975172242310
2007-04-01 13.04265098558930
2007-05-01 13.22376501136320
2007-06-01 12.64059773856900
2007-07-01 12.89824289633870
2007-08-01 12.46926864370190
2007-09-01 12.80510851231670
2007-10-01 12.41427114695860
2007-11-01 12.95172289882260
2007-12-01 12.68770017205040
2008-01-01 12.23144935302120
2008-02-01 13.02952009735830
2008-03-01 12.76619877203220
2008-04-01 12.82437899470090
2008-05-01 12.66445260102930
2008-06-01 13.00939854651180
2008-07-01 12.67793226008060
2008-08-01 13.29543272343830
2008-09-01 13.19958915942050
2008-10-01 13.04146559321180
2008-11-01 13.37077718510390
2008-12-01 13.02538677516590
2009-01-01 12.89878090309480
2009-02-01 13.28971663908920
2009-03-01 13.07689421886820
2009-04-01 12.91116899223000
2009-05-01 12.94251284237830
2009-06-01 12.73251987075890
2009-07-01 12.62013928183060
2009-08-01 12.93246076504810
2009-09-01 12.86545600751640
2009-10-01 13.28673454618200
2009-11-01 12.94051287353890
2009-12-01 13.36208744699260
2010-01-01 11.74122542800840
2010-02-01 11.58845157149430
2010-03-01 11.65014945548620
2010-04-01 12.10645979289600
2010-05-01 12.20705081645560
2010-06-01 12.26402544922740
2010-07-01 12.42575451674010
2010-08-01 12.41365660780800
2010-09-01 12.12530991774070
2010-10-01 12.46835949438150
2010-11-01 12.67416878413770
2010-12-01 13.11716273013300
2011-01-01 12.74199887964350
2011-02-01 12.63174808302370
2011-03-01 12.60058787275800
2011-04-01 12.82153331854870
2011-05-01 12.79143024940990
2011-06-01 12.87058472645050
2011-07-01 13.08922455677070
2011-08-01 13.21826330222010
2011-09-01 12.96162018344510
2011-10-01 12.91976938031340
2011-11-01 13.13530583201700
2011-12-01 13.20944729694430
2012-01-01 13.25325726764690
2012-02-01 13.39549760769970
2012-03-01 13.21498131982090
2012-04-01 13.13357770076890
2012-05-01 13.07889615668290
2012-06-01 13.29299020699840
2012-07-01 13.00815859718170
2012-08-01 12.74864669711770
2012-09-01 13.09837683614490
2012-10-01 12.65299133249440
2012-11-01 13.00573773151450
2012-12-01 12.38792414431150
2013-01-01 12.99138317269470
2013-02-01 13.01767091882260
2013-03-01 13.26713471586500
2013-04-01 12.94195110740030
2013-05-01 13.22389743919790
2013-06-01 12.69685283891610
2013-07-01 12.60291929892760
2013-08-01 12.65540712445220
2013-09-01 12.74371154096530
2013-10-01 12.79020249909270
2013-11-01 12.34168288530640
2013-12-01 12.15081997701240
2014-01-01 12.58294493368000
2014-02-01 12.09912227017250
2014-03-01 12.57078787859950
2014-04-01 12.33417741914090
2014-05-01 12.88574649765630
2014-06-01 12.43071917171120
2014-07-01 12.37856671808630
2014-08-01 12.71353251111200
2014-09-01 12.82257574588060
2014-10-01 12.90600002726760
2014-11-01 12.68980399682460
2014-12-01 12.57854508362370
2015-01-01 12.47137314153860
2015-02-01 12.15943270564320
2015-03-01 12.64514342602550
2015-04-01 12.51772592828260
2015-05-01 12.38380510858080
2015-06-01 12.47368158417110
2015-07-01 12.21801607115870
2015-08-01 11.61495961718810
2015-09-01 11.24285515301510
2015-10-01 11.74408972474900
2015-11-01 11.71310232050060
2015-12-01 12.08558038063240
2016-01-01 11.77430377840170
2016-02-01 12.01066803842460
2016-03-01 11.54290949458580
2016-04-01 11.79611451861330
2016-05-01 11.69592066034730
2016-06-01 11.91233022307110
2016-07-01 12.03513215490250
2016-08-01 11.99019837275680
2016-09-01 11.89646406124920
2016-10-01 11.81346797372620
2016-11-01 12.03728212794310
2016-12-01 11.78023468993180
2017-01-01 11.64832309303200
2017-02-01 11.85444724214090
2017-03-01 11.65389204972500
2017-04-01 11.99808996193740
2017-05-01 12.01033372386060
2017-06-01 11.81569289865390
2017-07-01 11.96116281806920
2017-08-01 12.26171615055750
2017-09-01 12.35229187261960
2017-10-01 12.10351913683880
2017-11-01 11.92986557093930
2017-12-01 12.01733811303770
2018-01-01 12.10266356984580
2018-02-01 12.15202212820660
2018-03-01 12.02539631840010
2018-04-01 11.99976506946780
2018-05-01 11.97411160715820
2018-06-01 11.99592510285300
2018-07-01 12.33120527743880
2018-08-01 12.35122994879250
2018-09-01 12.29711034268930
2018-10-01 12.58769000201440
2018-11-01 12.62108660419480
2018-12-01 13.00424482544890
2019-01-01 12.92144899640580
2019-02-01 13.21099532416160
2019-03-01 13.35660333902670
2019-04-01 13.20617721695990
2019-05-01 13.08178760688010
2019-06-01 13.13684944451830
2019-07-01 13.24338041633550
2019-08-01 13.17090022722510
2019-09-01 13.13981126016510
2019-10-01 13.17369928093370
2019-11-01 13.19396321261700
2019-12-01 13.42826139349560
2020-01-01 13.35038260471800
2020-02-01 13.41096206714700
2020-03-01 13.23860600773960
2020-04-01 10.08791422172980
2020-05-01 9.94440472514020
2020-06-01 10.64127364056670
2020-07-01 10.69882228801500
2020-08-01 10.83797240753420
2020-09-01 10.96417641103500
2020-10-01 11.19039203125540
2020-11-01 11.27914062748660
2020-12-01 11.16864248114110
2021-01-01 11.56238847907330
2021-02-01 11.37955135640800
2021-03-01 11.60918070814780
2021-04-01 11.75971020535210
2021-05-01 11.78161822705770
2021-06-01 12.05344089743000
2021-07-01 12.39868827988110
2021-08-01 12.32196579208920
2021-09-01 12.37214137802770
2021-10-01 12.61587246843260
2021-11-01 12.86753633153310
2021-12-01 12.92954912285320
2022-01-01 12.95922092066260
2022-02-01 13.11183641854370
2022-03-01 13.06460666535000
2022-04-01 14.10759004221710
2022-05-01 14.21401573146700
2022-06-01 14.31438932428570
2022-07-01 14.43980240986080
2022-08-01 14.50306703033350
2022-09-01 14.66554791422280
2022-10-01 14.84085451669040
2022-11-01 15.07526603732950
2022-12-01 15.17821635145830
2023-01-01 15.03455794019610
2023-02-01 15.19349549173350
2023-03-01 15.42029688274110
2023-04-01 15.56225038987620
2023-05-01 15.96492975284930
2023-06-01 15.82810987436440
2023-07-01 15.68020453504500
2023-08-01 15.78617687532890
2023-09-01 15.96606395005460
2023-10-01 15.74696798492590
2023-11-01 15.88735554645370
2023-12-01 15.99375999066770
2024-01-01 16.40463387848260
2024-02-01 16.64856068837720
2024-03-01 16.68162697450080
2024-04-01 16.62389373698980
2024-05-01 16.65453473007950
2024-06-01 16.46691356791590
2024-07-01 16.69850011873320
2024-08-01 17.26887728628740
2024-09-01 17.06442577093330
2024-10-01 17.14868683417500
2024-11-01 17.10329896023760
2024-12-01 17.19230104063890
2025-01-01 17.26156700787570
2025-02-01 17.28764807461500
2025-03-01 17.26482401112430
2025-04-01 17.30736996323020
2025-05-01 17.36956164053030
2025-06-01 17.21282777786690
2025-07-01 17.17816266336780
2025-08-01 17.35441754938800
2025-09-01 17.26289938739690
2025-10-01 17.43355875699080
2025-11-01 17.40988256481060
2025-12-01 17.38723564718830
2026-01-01 17.32316017555600
2026-02-01 17.25061241047910
2026-03-01 17.16510476699980
2026-04-01 17.19984594605160
2026-05-01 16.99168717409640

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