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 2026-06-01
Last Updated 2026-07-22 10:37 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 5.34787166933020
1990-02-01 5.33134992558174
1990-03-01 5.32083495438748
1990-04-01 4.57361299578230
1990-05-01 4.99169913129441
1990-06-01 5.15401458356559
1990-07-01 5.32237714255675
1990-08-01 5.08365606989704
1990-09-01 4.97078280880214
1990-10-01 4.17669147380714
1990-11-01 5.43451175517490
1990-12-01 5.68087691298189
1991-01-01 5.86197155428977
1991-02-01 6.13717896429691
1991-03-01 5.53810522018050
1991-04-01 5.36376984900441
1991-05-01 5.37890021069452
1991-06-01 5.24310461076954
1991-07-01 5.32109580179334
1991-08-01 5.47563403146318
1991-09-01 5.56225861160198
1991-10-01 5.48088329207037
1991-11-01 5.24712864036299
1991-12-01 5.38983212993376
1992-01-01 5.18691522127726
1992-02-01 5.33890392873104
1992-03-01 5.45501729328671
1992-04-01 5.54385701710385
1992-05-01 5.56707196807329
1992-06-01 5.61419009174641
1992-07-01 5.42288554294398
1992-08-01 5.36037555586547
1992-09-01 5.53348535790082
1992-10-01 5.40513745942322
1992-11-01 5.57287564711191
1992-12-01 5.31404843137003
1993-01-01 5.32455983879620
1993-02-01 5.23059829976565
1993-03-01 5.37413072424055
1993-04-01 5.50264587517897
1993-05-01 5.66664642989892
1993-06-01 5.34900551957622
1993-07-01 5.71245801667992
1993-08-01 5.75443335771756
1993-09-01 5.51088684690404
1993-10-01 5.86589632779238
1993-11-01 6.00093065972738
1993-12-01 5.45117660435568
1994-01-01 5.45244000031132
1994-02-01 5.43143986471425
1994-03-01 5.07222605294479
1994-04-01 5.26039598585950
1994-05-01 5.86284936084367
1994-06-01 5.28891413847740
1994-07-01 5.04470654596848
1994-08-01 5.13045783763998
1994-09-01 5.33780150082129
1994-10-01 5.25678419425413
1994-11-01 5.24815727380911
1994-12-01 5.49264920739359
1995-01-01 5.46796232415318
1995-02-01 5.62650565444637
1995-03-01 5.64802393672653
1995-04-01 4.50871804909104
1995-05-01 5.25994947778002
1995-06-01 5.54582923973995
1995-07-01 5.33479482666002
1995-08-01 5.51640541963579
1995-09-01 5.70500259172769
1995-10-01 5.56373875520711
1995-11-01 5.67629224441038
1995-12-01 5.85223144209532
1996-01-01 5.85800188088281
1996-02-01 5.90078017502637
1996-03-01 5.32205593063166
1996-04-01 5.98966844451771
1996-05-01 5.33274922410719
1996-06-01 6.03889347261281
1996-07-01 5.91152030093304
1996-08-01 6.10274028883394
1996-09-01 6.78581498036485
1996-10-01 6.35185770765084
1996-11-01 6.37368757013433
1996-12-01 6.41094266375599
1997-01-01 5.73760203102242
1997-02-01 6.48962697497013
1997-03-01 6.92804669304654
1997-04-01 6.88174467086844
1997-05-01 7.07522947420612
1997-06-01 7.15419997886724
1997-07-01 7.31291494614415
1997-08-01 7.00034121903835
1997-09-01 6.54465838024297
1997-10-01 6.51030846526108
1997-11-01 6.53456266902489
1997-12-01 6.99322421331912
1998-01-01 6.09391462398276
1998-02-01 6.99546814575358
1998-03-01 7.33271755119370
1998-04-01 7.31119497766904
1998-05-01 6.97006862356367
1998-06-01 6.79700307948937
1998-07-01 7.27168872414895
1998-08-01 7.12494755699660
1998-09-01 6.98307838586555
1998-10-01 7.22856093536197
1998-11-01 7.35295448709297
1998-12-01 7.08504133437430
1999-01-01 7.29740289192351
1999-02-01 7.83395493717935
1999-03-01 7.26579434212901
1999-04-01 7.43582538568101
1999-05-01 7.75461563045791
1999-06-01 7.83089263562397
1999-07-01 7.89087187333545
1999-08-01 8.00107423989129
1999-09-01 8.08249004054060
1999-10-01 8.22392253691712
1999-11-01 8.25139768035520
1999-12-01 8.78676094101692
2000-01-01 7.47464065076946
2000-02-01 7.76263345655224
2000-03-01 7.82025930004381
2000-04-01 7.95074806293270
2000-05-01 8.12784624101312
2000-06-01 8.33324743276660
2000-07-01 8.44982420681838
2000-08-01 8.65711538604186
2000-09-01 8.84198269273800
2000-10-01 8.01208334855870
2000-11-01 7.47724460240596
2000-12-01 8.15397868623640
2001-01-01 9.33698610432434
2001-02-01 9.41480335751301
2001-03-01 9.68866447041128
2001-04-01 9.11683607851414
2001-05-01 9.21820727004209
2001-06-01 8.90070588366313
2001-07-01 8.68803461916705
2001-08-01 9.33670274660253
2001-09-01 9.69508132777737
2001-10-01 9.92668944080061
2001-11-01 10.39504885116210
2001-12-01 9.68969140548662
2002-01-01 10.62603811001690
2002-02-01 9.85501041470711
2002-03-01 9.79743817120590
2002-04-01 9.94789376469665
2002-05-01 11.40157027950030
2002-06-01 10.26719857465170
2002-07-01 10.11321362475200
2002-08-01 10.13506500482570
2002-09-01 10.18660306615970
2002-10-01 10.32655194878430
2002-11-01 10.76323469250380
2002-12-01 10.51262549797720
2003-01-01 11.24448221842030
2003-02-01 9.87931854970008
2003-03-01 10.36422886355690
2003-04-01 11.36968533210200
2003-05-01 10.91591217706740
2003-06-01 10.92382763758770
2003-07-01 11.20762681652720
2003-08-01 10.78251090462720
2003-09-01 11.32209551523170
2003-10-01 11.23276486392770
2003-11-01 11.15962265288450
2003-12-01 11.64286323334410
2004-01-01 11.72859191557610
2004-02-01 11.85166302901900
2004-03-01 11.88330331513430
2004-04-01 12.10013769196830
2004-05-01 12.01343409622410
2004-06-01 12.12123240352790
2004-07-01 12.22719586003900
2004-08-01 11.29744801397640
2004-09-01 12.65845428977410
2004-10-01 11.83810914852110
2004-11-01 11.71567713234140
2004-12-01 12.27021708170470
2005-01-01 12.17466627791640
2005-02-01 11.98245090474860
2005-03-01 12.18362926232310
2005-04-01 12.16333413514300
2005-05-01 12.04450309218180
2005-06-01 11.92902273532700
2005-07-01 11.90933404571560
2005-08-01 11.79859708523160
2005-09-01 11.68063470009610
2005-10-01 12.38211352972600
2005-11-01 12.02660632622330
2005-12-01 11.49294907780460
2006-01-01 12.77178133253260
2006-02-01 12.18079933850380
2006-03-01 12.25348408163060
2006-04-01 12.14214682621560
2006-05-01 12.36962384208690
2006-06-01 12.89318538326820
2006-07-01 12.98927761026970
2006-08-01 12.95603883713930
2006-09-01 12.89444741427000
2006-10-01 13.89043488678490
2006-11-01 12.75230760645660
2006-12-01 12.70057374890280
2007-01-01 12.97197145057400
2007-02-01 12.38610419925870
2007-03-01 13.38795906067410
2007-04-01 13.04048040403970
2007-05-01 13.22185670187200
2007-06-01 12.63863404203190
2007-07-01 12.89618670063510
2007-08-01 12.46601435616450
2007-09-01 12.80512420830130
2007-10-01 12.41014051504890
2007-11-01 12.94705638291750
2007-12-01 12.67974347713520
2008-01-01 12.25960775659950
2008-02-01 13.02915782220090
2008-03-01 12.76583480164480
2008-04-01 12.82281550932390
2008-05-01 12.66255365525070
2008-06-01 13.00717972567360
2008-07-01 12.67564995096000
2008-08-01 13.29294527295540
2008-09-01 13.20207200350360
2008-10-01 13.03737011684060
2008-11-01 13.36585551311420
2008-12-01 13.01714454987980
2009-01-01 12.92022661710150
2009-02-01 13.29110369097510
2009-03-01 13.07759238264150
2009-04-01 12.91039592819030
2009-05-01 12.94097136179270
2009-06-01 12.73032101611470
2009-07-01 12.61773602037690
2009-08-01 12.92987344350730
2009-09-01 12.87067553456780
2009-10-01 13.28444252164120
2009-11-01 12.93622671337450
2009-12-01 13.35495859689900
2010-01-01 11.75180149924280
2010-02-01 11.59127083852120
2010-03-01 11.65208602823650
2010-04-01 12.10672841718020
2010-05-01 12.20628574639300
2010-06-01 12.26244480498940
2010-07-01 12.42375688181350
2010-08-01 12.41133460284010
2010-09-01 12.13087092016070
2010-10-01 12.46795388496860
2010-11-01 12.66998732050500
2010-12-01 13.10951061921400
2011-01-01 12.74902711439550
2011-02-01 12.63435038761040
2011-03-01 12.60241760416100
2011-04-01 12.82198511678400
2011-05-01 12.79105960158830
2011-06-01 12.86925433583590
2011-07-01 13.08737798989620
2011-08-01 13.21607441689560
2011-09-01 12.96743077820350
2011-10-01 12.92141199001870
2011-11-01 13.13210989396090
2011-12-01 13.20290307448640
2012-01-01 13.25576325270750
2012-02-01 13.39744376071840
2012-03-01 13.21665146365390
2012-04-01 13.13409568640640
2012-05-01 13.07892181962950
2012-06-01 13.29212526413600
2012-07-01 13.00686720352510
2012-08-01 12.74712956617180
2012-09-01 13.10219444630320
2012-10-01 12.65563114175380
2012-11-01 13.00369848906810
2012-12-01 12.38317201648780
2013-01-01 12.99230321452130
2013-02-01 13.01853493634750
2013-03-01 13.26819312411070
2013-04-01 12.94220987923070
2013-05-01 13.22405353547760
2013-06-01 12.69629906635710
2013-07-01 12.60208686519130
2013-08-01 12.65445392638240
2013-09-01 12.74534408895940
2013-10-01 12.79365685101740
2013-11-01 12.34072122560790
2013-12-01 12.14806774993970
2014-01-01 12.58246217192850
2014-02-01 12.09911508931090
2014-03-01 12.57138111014740
2014-04-01 12.33426254146470
2014-05-01 12.88606256425890
2014-06-01 12.43060727493860
2014-07-01 12.37840954589360
2014-08-01 12.71339928575580
2014-09-01 12.82185235029670
2014-10-01 12.90877040707250
2014-11-01 12.68949270836790
2014-12-01 12.57702831993790
2015-01-01 12.47103728713120
2015-02-01 12.15942081412020
2015-03-01 12.64555600991950
2015-04-01 12.51767202329680
2015-05-01 12.38403715945520
2015-06-01 12.47362579807780
2015-07-01 12.21797349633160
2015-08-01 11.61496939534170
2015-09-01 11.24192159069130
2015-10-01 11.74558675889520
2015-11-01 11.71307318702290
2015-12-01 12.08478146929770
2016-01-01 11.77422796965320
2016-02-01 12.01083573479590
2016-03-01 11.54325130362570
2016-04-01 11.79606674678080
2016-05-01 11.69604534082300
2016-06-01 11.91227102696330
2016-07-01 12.03513365773700
2016-08-01 11.99032087425060
2016-09-01 11.89532744661100
2016-10-01 11.81371078553670
2016-11-01 12.03754982981950
2016-12-01 11.78020117165240
2017-01-01 11.64859120558590
2017-02-01 11.85485400673420
2017-03-01 11.65413815321650
2017-04-01 11.99824627127200
2017-05-01 12.01025210329070
2017-06-01 11.81490646761990
2017-07-01 11.96120258983280
2017-08-01 12.26178950224880
2017-09-01 12.35109588985910
2017-10-01 12.10364134017850
2017-11-01 11.93004420451580
2017-12-01 12.01836895559270
2018-01-01 12.10300179285320
2018-02-01 12.15247780574380
2018-03-01 12.02546555903490
2018-04-01 12.00003867814600
2018-05-01 11.97380867927120
2018-06-01 11.99436623659030
2018-07-01 12.33118109807530
2018-08-01 12.35129233312640
2018-09-01 12.29593972357070
2018-10-01 12.58780572595130
2018-11-01 12.62129794906790
2018-12-01 13.00632267820450
2019-01-01 12.92195104062350
2019-02-01 13.21152803591960
2019-03-01 13.35657326165620
2019-04-01 13.20648785949120
2019-05-01 13.08108864026760
2019-06-01 13.13430407584990
2019-07-01 13.24310996742690
2019-08-01 13.17084086716520
2019-09-01 13.13903721439750
2019-10-01 13.17380780120020
2019-11-01 13.19417649391240
2019-12-01 13.43129718393450
2020-01-01 13.35190635847430
2020-02-01 13.41151248263780
2020-03-01 13.23854349693210
2020-04-01 10.08806145303570
2020-05-01 9.94248298143418
2020-06-01 10.63819788474060
2020-07-01 10.69789289773140
2020-08-01 10.83748271491520
2020-09-01 10.96359738419910
2020-10-01 11.19049294997140
2020-11-01 11.27961325959360
2020-12-01 11.17260206398690
2021-01-01 11.56646164494580
2021-02-01 11.37880530985690
2021-03-01 11.61108922011330
2021-04-01 11.76159515031610
2021-05-01 11.78021726761640
2021-06-01 12.04146770906770
2021-07-01 12.39821567919980
2021-08-01 12.32099997904370
2021-09-01 12.37185913171570
2021-10-01 12.61599433559740
2021-11-01 12.86865136764510
2021-12-01 12.93521747280240
2022-01-01 12.96706136195730
2022-02-01 13.11127700386710
2022-03-01 13.06965613838920
2022-04-01 14.11128730370560
2022-05-01 14.21243177277690
2022-06-01 14.29261158629640
2022-07-01 14.43788086018180
2022-08-01 14.50010970074970
2022-09-01 14.66422788131910
2022-10-01 14.84041695475330
2022-11-01 15.07676450260840
2022-12-01 15.18541731568430
2023-01-01 15.04694991697560
2023-02-01 15.19638398974390
2023-03-01 15.43457207415750
2023-04-01 15.57764214060760
2023-05-01 15.95928973998500
2023-06-01 15.77774745900020
2023-07-01 15.67869982735450
2023-08-01 15.78136960671290
2023-09-01 15.96503469684600
2023-10-01 15.74697707492740
2023-11-01 15.88996983066850
2023-12-01 16.00220812873170
2024-01-01 16.42078873846910
2024-02-01 16.65758506447080
2024-03-01 16.70534289715760
2024-04-01 16.65242343722180
2024-05-01 16.64805180171710
2024-06-01 16.38599880137720
2024-07-01 16.69606727151420
2024-08-01 17.26134438597420
2024-09-01 17.06314060688770
2024-10-01 17.14870608917360
2024-11-01 17.10675676441920
2024-12-01 17.20172512803000
2025-01-01 17.28012968403640
2025-02-01 17.30212326040720
2025-03-01 17.29919085103030
2025-04-01 17.35251924350970
2025-05-01 17.36389697985800
2025-06-01 17.09620227815810
2025-07-01 17.17684531077660
2025-08-01 17.34519004882610
2025-09-01 17.26221312174750
2025-10-01 17.43404965028460
2025-11-01 17.41441527782350
2025-12-01 17.39759836655910
2026-01-01 17.34201556819740
2026-02-01 17.26957424595970
2026-03-01 17.20468226149520
2026-04-01 17.25337438577940
2026-05-01 16.98978551343130
2026-06-01 17.61048991138700

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