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 2026-07-01
Last Updated 2026-08-21 7:23 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 5.34783890455355
1990-02-01 5.33131933745414
1990-03-01 5.32082637266407
1990-04-01 4.57360293875952
1990-05-01 4.99169958008504
1990-06-01 5.15404756217829
1990-07-01 5.32231970648235
1990-08-01 5.08367208673790
1990-09-01 4.97080398300854
1990-10-01 4.17671213836291
1990-11-01 5.43453836588038
1990-12-01 5.68090472878296
1991-01-01 5.86195241837546
1991-02-01 6.13715750987601
1991-03-01 5.53804556399340
1991-04-01 5.36375751500975
1991-05-01 5.37890082923967
1991-06-01 5.24313911079308
1991-07-01 5.32104503023811
1991-08-01 5.47565313887047
1991-09-01 5.56228815930757
1991-10-01 5.48091546536610
1991-11-01 5.24717142015418
1991-12-01 5.38987453645371
1992-01-01 5.18691257686499
1992-02-01 5.33888660130214
1992-03-01 5.45489620906608
1992-04-01 5.54380614477138
1992-05-01 5.56706272277649
1992-06-01 5.61422057595617
1992-07-01 5.42285494054157
1992-08-01 5.36039368207182
1992-09-01 5.53351989580188
1992-10-01 5.40518679006336
1992-11-01 5.57295090526581
1992-12-01 5.31413171581925
1993-01-01 5.32462568822280
1993-02-01 5.23065908730763
1993-03-01 5.37389072801557
1993-04-01 5.50230473125791
1993-05-01 5.66675978462146
1993-06-01 5.34903933204762
1993-07-01 5.71241955985828
1993-08-01 5.75439855169155
1993-09-01 5.51112273500414
1993-10-01 5.86589783180750
1993-11-01 6.00098001078525
1993-12-01 5.45125605473828
1994-01-01 5.45269242685649
1994-02-01 5.43153917570690
1994-03-01 5.07189673142455
1994-04-01 5.25976319427815
1994-05-01 5.86309470346678
1994-06-01 5.28899342542100
1994-07-01 5.04464723535463
1994-08-01 5.13039282113042
1994-09-01 5.33801069594825
1994-10-01 5.25670528704296
1994-11-01 5.24812604035102
1994-12-01 5.49267022391401
1995-01-01 5.46876001556084
1995-02-01 5.62664435089169
1995-03-01 5.64764555599539
1995-04-01 4.50787937178304
1995-05-01 5.26036896760621
1995-06-01 5.54594282511547
1995-07-01 5.33463034823196
1995-08-01 5.51617392195343
1995-09-01 5.70499554645338
1995-10-01 5.56340451433452
1995-11-01 5.67608599209766
1995-12-01 5.85222503326884
1996-01-01 5.85948135987266
1996-02-01 5.90108916248810
1996-03-01 5.32199947033823
1996-04-01 5.98906076079820
1996-05-01 5.33324751165404
1996-06-01 6.03900054727481
1996-07-01 5.91111538591472
1996-08-01 6.10209889239331
1996-09-01 6.78515595364700
1996-10-01 6.35114217119296
1996-11-01 6.37318765445553
1996-12-01 6.40815946854748
1997-01-01 5.74389731460038
1997-02-01 6.48995022264165
1997-03-01 6.92824824750022
1997-04-01 6.88146409272912
1997-05-01 7.07587717913078
1997-06-01 7.15426854024959
1997-07-01 7.31231417876129
1997-08-01 6.99918258346722
1997-09-01 6.54116431963618
1997-10-01 6.50835709253518
1997-11-01 6.53655827356165
1997-12-01 6.98565242011692
1998-01-01 6.10604568020745
1998-02-01 6.99669949529032
1998-03-01 7.33370322611885
1998-04-01 7.31160022405888
1998-05-01 6.97073865360147
1998-06-01 6.79699799716049
1998-07-01 7.26912221941962
1998-08-01 7.12325326391295
1998-09-01 6.97643293920203
1998-10-01 7.22528519589406
1998-11-01 7.35914450331833
1998-12-01 7.07171249737656
1999-01-01 7.31615035848139
1999-02-01 7.83625365840468
1999-03-01 7.26757289701936
1999-04-01 7.43688303598285
1999-05-01 7.75441925843273
1999-06-01 7.83071638378813
1999-07-01 7.88637568938540
1999-08-01 7.99892684452965
1999-09-01 8.07289147231844
1999-10-01 8.21935223203324
1999-11-01 8.26173683690689
1999-12-01 8.77002764478949
2000-01-01 7.49536936690004
2000-02-01 7.77072696673205
2000-03-01 7.82249058439672
2000-04-01 7.94895463109603
2000-05-01 8.12669693208339
2000-06-01 8.33298947721578
2000-07-01 8.44347766283144
2000-08-01 8.65486268951468
2000-09-01 8.83224725278020
2000-10-01 8.00739057668335
2000-11-01 7.48911968992256
2000-12-01 8.13590531538252
2001-01-01 9.35817134039913
2001-02-01 9.42757519293309
2001-03-01 9.69043035038701
2001-04-01 9.11144354658983
2001-05-01 9.21597233293553
2001-06-01 8.90027200858016
2001-07-01 8.68177126597287
2001-08-01 9.33569784336491
2001-09-01 9.68583892617966
2001-10-01 9.92239307548290
2001-11-01 10.40697618753450
2001-12-01 9.67383409904420
2002-01-01 10.64222968190250
2002-02-01 9.87208355061781
2002-03-01 9.79836994970236
2002-04-01 9.93861529360702
2002-05-01 11.39899608320190
2002-06-01 10.26664270204410
2002-07-01 10.10722293987170
2002-08-01 10.13592839092880
2002-09-01 10.18068368211150
2002-10-01 10.32431047138340
2002-11-01 10.77365527731230
2002-12-01 10.50364866793610
2003-01-01 11.24708580594460
2003-02-01 9.89651633994235
2003-03-01 10.36524970015960
2003-04-01 11.36038242097150
2003-05-01 10.91329923846640
2003-06-01 10.92341238606070
2003-07-01 11.20386358530580
2003-08-01 10.78528065912780
2003-09-01 11.31953257129460
2003-10-01 11.23272835625010
2003-11-01 11.16668960055850
2003-12-01 11.64139691653800
2004-01-01 11.71627627311970
2004-02-01 11.86858694006580
2004-03-01 11.88413534781630
2004-04-01 12.09107791038530
2004-05-01 12.01204791133030
2004-06-01 12.12138474065930
2004-07-01 12.22591561028940
2004-08-01 11.30135949540490
2004-09-01 12.65963631407450
2004-10-01 11.84050932247850
2004-11-01 11.71990860700980
2004-12-01 12.27454644713410
2005-01-01 12.14906899034850
2005-02-01 11.99495553572940
2005-03-01 12.18500572678500
2005-04-01 12.15822771735890
2005-05-01 12.04459358123350
2005-06-01 11.92989696644560
2005-07-01 11.91053567893340
2005-08-01 11.80317690763070
2005-09-01 11.68265645579560
2005-10-01 12.38542953296210
2005-11-01 12.02976688866950
2005-12-01 11.49872872033330
2006-01-01 12.74167977102560
2006-02-01 12.18835769568180
2006-03-01 12.25485580226160
2006-04-01 12.14061922719990
2006-05-01 12.37106047124870
2006-06-01 12.89454822101280
2006-07-01 12.99088355821990
2006-08-01 12.96003262570830
2006-09-01 12.89701330562590
2006-10-01 13.89440988248110
2006-11-01 12.75682092739070
2006-12-01 12.70855011984340
2007-01-01 12.93773681380910
2007-02-01 12.38876265584540
2007-03-01 13.38978365791770
2007-04-01 13.04267953728560
2007-05-01 13.22380152836070
2007-06-01 12.64062992207210
2007-07-01 12.89825437206320
2007-08-01 12.46926206555570
2007-09-01 12.80517604242050
2007-10-01 12.41418695457730
2007-11-01 12.95162500874110
2007-12-01 12.68750562659550
2008-01-01 12.23155290523510
2008-02-01 13.02962359867690
2008-03-01 12.76626183953160
2008-04-01 12.82441651974730
2008-05-01 12.66448251533240
2008-06-01 13.00941889005850
2008-07-01 12.67793544133380
2008-08-01 13.29541241977940
2008-09-01 13.19957007473350
2008-10-01 13.04138160055210
2008-11-01 13.37066571455780
2008-12-01 13.02517309354100
2009-01-01 12.89896255488060
2009-02-01 13.28984308532020
2009-03-01 13.07697386777110
2009-04-01 12.91121449532300
2009-05-01 12.94253993949510
2009-06-01 12.73252827016120
2009-07-01 12.62012757806190
2009-08-01 12.93242729253990
2009-09-01 12.86543899557570
2009-10-01 13.28664436806210
2009-11-01 12.94039937667220
2009-12-01 13.36187763018630
2010-01-01 11.74140938735330
2010-02-01 11.58857049135290
2010-03-01 11.65023561082150
2010-04-01 12.10651070576970
2010-05-01 12.20708028973230
2010-06-01 12.26403110710080
2010-07-01 12.42574030118030
2010-08-01 12.41362363805310
2010-09-01 12.12529752438170
2010-10-01 12.46827981497910
2010-11-01 12.67406714206900
2010-12-01 13.11695150387080
2011-01-01 12.74216460808070
2011-02-01 12.63185396116750
2011-03-01 12.60067162115370
2011-04-01 12.82158084828580
2011-05-01 12.79145790557780
2011-06-01 12.87058419457260
2011-07-01 13.08920762328740
2011-08-01 13.21823467817720
2011-09-01 12.96162037477530
2011-10-01 12.91971109236300
2011-11-01 13.13524060534490
2011-12-01 13.20927237646250
2012-01-01 13.25335734889980
2012-02-01 13.39557827767420
2012-03-01 13.21505096595530
2012-04-01 13.13361362287980
2012-05-01 13.07892119592610
2012-06-01 13.29299023826680
2012-07-01 13.00814500508470
2012-08-01 12.74862728551580
2012-09-01 13.09838091783460
2012-10-01 12.65295636589190
2012-11-01 13.00570464090110
2012-12-01 12.38780039930550
2013-01-01 12.99143760287000
2013-02-01 13.01772000472790
2013-03-01 13.26717093865350
2013-04-01 12.94197432608100
2013-05-01 13.22391890858990
2013-06-01 12.69685474270160
2013-07-01 12.60291020145490
2013-08-01 12.65539688044990
2013-09-01 12.74371757843500
2013-10-01 12.79018804144640
2013-11-01 12.34167982976010
2013-12-01 12.15075158183460
2014-01-01 12.58295465381380
2014-02-01 12.09914168828420
2014-03-01 12.57079275824480
2014-04-01 12.33419005391410
2014-05-01 12.88576547214290
2014-06-01 12.43072786813620
2014-07-01 12.37856728864020
2014-08-01 12.71353396980650
2014-09-01 12.82258822280730
2014-10-01 12.90599477862360
2014-11-01 12.68980181113640
2014-12-01 12.57849157443630
2015-01-01 12.47136947249880
2015-02-01 12.15943768080060
2015-03-01 12.64512367244690
2015-04-01 12.51773981952520
2015-05-01 12.38383510827140
2015-06-01 12.47371159222450
2015-07-01 12.21803632093950
2015-08-01 11.61496531993050
2015-09-01 11.24285429233260
2015-10-01 11.74404409024820
2015-11-01 11.71305218403720
2015-12-01 12.08550598350210
2016-01-01 11.77431457773170
2016-02-01 12.01073961771910
2016-03-01 11.54297621406240
2016-04-01 11.79620104480480
2016-05-01 11.69596794149410
2016-06-01 11.91232322368080
2016-07-01 12.03507007257970
2016-08-01 11.99010033161220
2016-09-01 11.89636413008200
2016-10-01 11.81334184252740
2016-11-01 12.03720239758160
2016-12-01 11.78018982847590
2017-01-01 11.64843605756200
2017-02-01 11.85468505184490
2017-03-01 11.65434298335340
2017-04-01 11.99828918993760
2017-05-01 12.01020353673680
2017-06-01 11.81582299754750
2017-07-01 11.96067697749000
2017-08-01 12.26121878509190
2017-09-01 12.35193477844200
2017-10-01 12.10333878641500
2017-11-01 11.92990883021380
2017-12-01 12.01697425759170
2018-01-01 12.10318024595690
2018-02-01 12.15282002644800
2018-03-01 12.02660935302050
2018-04-01 12.00061193608190
2018-05-01 11.97465211260000
2018-06-01 11.99733250063390
2018-07-01 12.32415090470670
2018-08-01 12.35154151568930
2018-09-01 12.29741741179940
2018-10-01 12.58803703459350
2018-11-01 12.62161140237210
2018-12-01 13.00383610129490
2019-01-01 12.92253922461690
2019-02-01 13.21247476700090
2019-03-01 13.35935312425390
2019-04-01 13.20692711767080
2019-05-01 13.08294206904730
2019-06-01 13.13928518829430
2019-07-01 13.22936810725980
2019-08-01 13.17161471188350
2019-09-01 13.14049405776260
2019-10-01 13.17439847509590
2019-11-01 13.19493118941730
2019-12-01 13.42785050400280
2020-01-01 13.35333040552750
2020-02-01 13.41384152998570
2020-03-01 13.24378094153210
2020-04-01 10.08984542738130
2020-05-01 9.94376157705803
2020-06-01 10.64518333689980
2020-07-01 10.67494788304920
2020-08-01 10.83910001427850
2020-09-01 10.96508394970880
2020-10-01 11.19143029338480
2020-11-01 11.28097133471880
2020-12-01 11.16939318115080
2021-01-01 11.56838412309950
2021-02-01 11.38251384488050
2021-03-01 11.61815404387820
2021-04-01 11.76328906770930
2021-05-01 11.77860891193880
2021-06-01 12.07069901909290
2021-07-01 12.35125871546150
2021-08-01 12.32085143988010
2021-09-01 12.37256294693420
2021-10-01 12.61702072091810
2021-11-01 12.87027127077610
2021-12-01 12.93211322486500
2022-01-01 12.97002794180020
2022-02-01 13.11749637357490
2022-03-01 13.07967166594250
2022-04-01 14.11737035709800
2022-05-01 14.21289136867580
2022-06-01 14.34876862383310
2022-07-01 14.34375416068090
2022-08-01 14.50235397649540
2022-09-01 14.66685478403310
2022-10-01 14.84239096298140
2022-11-01 15.07891979480970
2022-12-01 15.18361739280490
2023-01-01 15.05032450635180
2023-02-01 15.20445049374710
2023-03-01 15.44641365617530
2023-04-01 15.58639960723570
2023-05-01 15.96401911161700
2023-06-01 15.88685140472870
2023-07-01 15.51526374022700
2023-08-01 15.78266627450850
2023-09-01 15.96717879628190
2023-10-01 15.74941812609880
2023-11-01 15.89263107053000
2023-12-01 16.00272731674090
2024-01-01 16.42589571428410
2024-02-01 16.66815698689850
2024-03-01 16.71983197468480
2024-04-01 16.66718267105110
2024-05-01 16.66061671184070
2024-06-01 16.54295716122550
2024-07-01 16.46121124320830
2024-08-01 17.26302233242090
2024-09-01 17.06479211035280
2024-10-01 17.15171037845710
2024-11-01 17.11038441898350
2024-12-01 17.20500428546570
2025-01-01 17.28661346114480
2025-02-01 17.31387109716180
2025-03-01 17.31412649229260
2025-04-01 17.36912955090160
2025-05-01 17.38251700282860
2025-06-01 17.31315951674690
2025-07-01 16.87437319139710
2025-08-01 17.34313215714150
2025-09-01 17.26128020496700
2025-10-01 17.43696541537610
2025-11-01 17.41857406855410
2025-12-01 17.40274714870260
2026-01-01 17.35074489198050
2026-02-01 17.28279822174790
2026-03-01 17.22119858768930
2026-04-01 17.27435757967550
2026-05-01 17.01728437012580
2026-06-01 17.45709457945900
2026-07-01 17.86521153617500

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