Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401406561000001SA
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 2024-12-01
Last Updated 2025-01-29 6:18 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 9.117233431974840
1990-02-01 9.105703031035429
1990-03-01 8.898219948024618
1990-04-01 9.182985332758141
1990-05-01 9.524615409586590
1990-06-01 10.032998428547500
1990-07-01 9.633900392430359
1990-08-01 9.751080447178222
1990-09-01 10.148150112411500
1990-10-01 9.999548418317390
1990-11-01 9.759705628300770
1990-12-01 9.976598092477051
1991-01-01 10.219139359235400
1991-02-01 10.373265756165802
1991-03-01 10.739911241634400
1991-04-01 10.074403579542600
1991-05-01 10.221446743033200
1991-06-01 10.159288147901300
1991-07-01 8.827471139892790
1991-08-01 8.706375908092680
1991-09-01 8.466726165428570
1991-10-01 8.347137282154300
1991-11-01 8.806176174236070
1991-12-01 8.903214501767570
1992-01-01 9.174246502696640
1992-02-01 8.902398894976859
1992-03-01 8.993167890129250
1992-04-01 9.154330026380380
1992-05-01 8.708563159242630
1992-06-01 8.866681212914830
1992-07-01 8.327463495440440
1992-08-01 8.517036254802258
1992-09-01 8.523521054436781
1992-10-01 8.833829059844090
1992-11-01 8.996205456932110
1992-12-01 8.895766321630910
1993-01-01 8.619528740348750
1993-02-01 8.875862196160370
1993-03-01 9.088091898336160
1993-04-01 8.907654522841490
1993-05-01 8.998180217619190
1993-06-01 9.012801760845731
1993-07-01 9.254920125166560
1993-08-01 9.314727473444410
1993-09-01 9.279334630735640
1993-10-01 9.113848196517539
1993-11-01 8.994200179139991
1993-12-01 8.986942793158939
1994-01-01 8.861609282068790
1994-02-01 8.839617228384089
1994-03-01 8.788667574103040
1994-04-01 9.063289722637890
1994-05-01 9.174330833191820
1994-06-01 9.161058631981090
1994-07-01 9.196817493309950
1994-08-01 9.260074576309630
1994-09-01 9.340377203355560
1994-10-01 9.003071383495712
1994-11-01 9.001634761287050
1994-12-01 9.081485894337510
1995-01-01 9.084636792122302
1995-02-01 9.167682739603410
1995-03-01 9.170388842660891
1995-04-01 9.301904909885830
1995-05-01 9.540826244446240
1995-06-01 9.492511874836950
1995-07-01 9.939018899983690
1995-08-01 10.018220176846802
1995-09-01 10.223003156851501
1995-10-01 9.854137838795310
1995-11-01 9.967260062790340
1995-12-01 9.943757404168071
1996-01-01 9.984421141565900
1996-02-01 10.049470691412200
1996-03-01 10.115445570697400
1996-04-01 10.047482503000600
1996-05-01 9.811198861969010
1996-06-01 9.814576903005289
1996-07-01 9.824936710747991
1996-08-01 9.839704613924910
1996-09-01 9.940725243961449
1996-10-01 10.130969775976700
1996-11-01 10.065247570653300
1996-12-01 10.133122709094199
1997-01-01 10.128823221215400
1997-02-01 10.127797536282301
1997-03-01 10.181831535174300
1997-04-01 10.295827887200600
1997-05-01 10.500060946834500
1997-06-01 10.730164470143599
1997-07-01 10.498789957516802
1997-08-01 10.459657498145400
1997-09-01 10.481650454536400
1997-10-01 10.691870712298801
1997-11-01 10.725529510890501
1997-12-01 10.808454189126598
1998-01-01 10.751670213996501
1998-02-01 10.977817138015899
1998-03-01 11.016707024436300
1998-04-01 11.050156159041700
1998-05-01 10.879358075172900
1998-06-01 10.374883366202400
1998-07-01 10.646553383522600
1998-08-01 10.652476553278900
1998-09-01 10.114546610102600
1998-10-01 10.874572364657100
1998-11-01 10.719275818817100
1998-12-01 10.723521469486300
1999-01-01 10.547099815492600
1999-02-01 10.366653156564300
1999-03-01 10.427566373188100
1999-04-01 10.244673778933600
1999-05-01 10.162240305373700
1999-06-01 10.301515247451100
1999-07-01 10.705487359586100
1999-08-01 11.293913330983901
1999-09-01 11.163161946902301
1999-10-01 10.781010500610900
1999-11-01 10.816089947164500
1999-12-01 10.822807611170301
2000-01-01 10.963347923152700
2000-02-01 11.021891634990700
2000-03-01 10.898570746504300
2000-04-01 10.980129581251000
2000-05-01 11.111128123206100
2000-06-01 10.212995680001699
2000-07-01 11.425291649530099
2000-08-01 11.824764889063400
2000-09-01 11.425100147073000
2000-10-01 11.272696784497700
2000-11-01 11.288400607924700
2000-12-01 11.299018779381900
2001-01-01 11.721188140966001
2001-02-01 11.670801485690100
2001-03-01 11.752834350587700
2001-04-01 11.781772644015500
2001-05-01 12.063601512643900
2001-06-01 11.723102065232402
2001-07-01 11.596076831078400
2001-08-01 11.802305075952802
2001-09-01 11.002158409473100
2001-10-01 12.156284747569000
2001-11-01 12.236797128445302
2001-12-01 12.241836752739700
2002-01-01 12.697488862119000
2002-02-01 12.326698200725200
2002-03-01 12.406641432081198
2002-04-01 11.327906141353900
2002-05-01 12.502792574257800
2002-06-01 12.719472686472399
2002-07-01 12.224206384199901
2002-08-01 12.685605232246600
2002-09-01 13.508230982385500
2002-10-01 12.928927697211199
2002-11-01 12.875538051012500
2002-12-01 13.071163264360399
2003-01-01 12.869780284314801
2003-02-01 13.071723832821801
2003-03-01 13.044869291990700
2003-04-01 13.153282704698201
2003-05-01 13.042205607085900
2003-06-01 13.253619649575901
2003-07-01 12.622215174031300
2003-08-01 13.106240626320900
2003-09-01 13.127788606642401
2003-10-01 13.309786518755699
2003-11-01 13.513259253162401
2003-12-01 13.612596726075699
2004-01-01 13.329741518712302
2004-02-01 13.504312820713000
2004-03-01 13.473042332275900
2004-04-01 13.668905021409400
2004-05-01 13.505063180494800
2004-06-01 13.864476420068900
2004-07-01 13.675589761368402
2004-08-01 13.486996953253900
2004-09-01 13.237328910380900
2004-10-01 13.113279391424400
2004-11-01 13.200569909896400
2004-12-01 13.225189265471300
2005-01-01 13.340266647019998
2005-02-01 13.142512163765900
2005-03-01 13.326917230523200
2005-04-01 13.360779354708600
2005-05-01 13.785559810193500
2005-06-01 14.039038018142300
2005-07-01 13.257692815100802
2005-08-01 13.379287347056199
2005-09-01 13.728858550755300
2005-10-01 13.999787729196200
2005-11-01 13.951491012633701
2005-12-01 13.927804292403000
2006-01-01 13.700487628412700
2006-02-01 13.810750438374100
2006-03-01 13.921281306816800
2006-04-01 13.919884872094700
2006-05-01 14.078474626865000
2006-06-01 13.868526113178401
2006-07-01 13.979296626475000
2006-08-01 14.051010441920700
2006-09-01 14.166750086691101
2006-10-01 14.495768649707100
2006-11-01 14.418601534408300
2006-12-01 14.459702004881000
2007-01-01 14.560700183921900
2007-02-01 14.750613523222698
2007-03-01 14.607302688693200
2007-04-01 14.670909647159000
2007-05-01 14.676795078321400
2007-06-01 14.637764008658600
2007-07-01 15.402650805776100
2007-08-01 15.388862879789698
2007-09-01 15.288162725343900
2007-10-01 15.194466482279100
2007-11-01 15.274285653157499
2007-12-01 15.261355444806400
2008-01-01 15.491976005011400
2008-02-01 15.614547989009099
2008-03-01 15.701218341971900
2008-04-01 16.165565519205803
2008-05-01 15.800992045990201
2008-06-01 15.622814281714401
2008-07-01 15.122197303165100
2008-08-01 14.888725427242802
2008-09-01 15.288415750334101
2008-10-01 16.391410062527303
2008-11-01 16.226795727086500
2008-12-01 16.331554319188000
2009-01-01 16.398441637908600
2009-02-01 16.429411113289600
2009-03-01 16.548161744605700
2009-04-01 16.338800256822697
2009-05-01 16.258158531478802
2009-06-01 16.283595473201498
2009-07-01 16.438842798303500
2009-08-01 16.326971865169100
2009-09-01 16.198124442031800
2009-10-01 16.324475250657898
2009-11-01 16.232340054703800
2009-12-01 16.117677291067500
2010-01-01 14.738737415627801
2010-02-01 15.337102906774799
2010-03-01 15.378077250129301
2010-04-01 15.494843329984500
2010-05-01 15.652073096551199
2010-06-01 15.647611292412500
2010-07-01 15.441274173347000
2010-08-01 16.068049150492403
2010-09-01 15.943722845473700
2010-10-01 15.738083196867398
2010-11-01 15.773423244770601
2010-12-01 15.831914024169400
2011-01-01 14.432653058782499
2011-02-01 15.357221962672000
2011-03-01 15.343189023419200
2011-04-01 15.876481333218000
2011-05-01 15.827739221602100
2011-06-01 15.721159458442000
2011-07-01 15.912392919006500
2011-08-01 15.901708586601900
2011-09-01 16.224584420430400
2011-10-01 16.099226434805500
2011-11-01 16.284446525659400
2011-12-01 16.450762375949400
2012-01-01 16.528199323701300
2012-02-01 16.113193807521700
2012-03-01 16.276954272687500
2012-04-01 15.597962154283800
2012-05-01 16.007864990826498
2012-06-01 16.085185215036900
2012-07-01 16.090656203335303
2012-08-01 16.157010647502800
2012-09-01 16.543480499755800
2012-10-01 16.657660583202700
2012-11-01 16.719182318567100
2012-12-01 16.945643777645600
2013-01-01 17.023797288111100
2013-02-01 17.039107493583200
2013-03-01 17.195645735301900
2013-04-01 17.286496463583500
2013-05-01 17.559298903663500
2013-06-01 17.913112772590200
2013-07-01 17.182618204837897
2013-08-01 17.729977082453000
2013-09-01 17.916567467354000
2013-10-01 17.972919607584200
2013-11-01 18.008852883140500
2013-12-01 17.983150267977500
2014-01-01 17.637406976886300
2014-02-01 18.167495239121300
2014-03-01 18.401234819931897
2014-04-01 17.565284875387302
2014-05-01 17.177030106891802
2014-06-01 16.960766548163800
2014-07-01 17.001754894361400
2014-08-01 16.945907965449700
2014-09-01 16.682255795765702
2014-10-01 16.572865859263800
2014-11-01 16.395119891616098
2014-12-01 16.502484358052000
2015-01-01 17.402217270786900
2015-02-01 17.048751060179900
2015-03-01 17.011838101904400
2015-04-01 17.291676931769302
2015-05-01 17.368681795629900
2015-06-01 17.487915716275698
2015-07-01 18.077358306622102
2015-08-01 18.032633384967500
2015-09-01 17.677188846148200
2015-10-01 18.060242370855104
2015-11-01 18.199668741703900
2015-12-01 19.198526827040000
2016-01-01 18.673486440599500
2016-02-01 18.502188427878600
2016-03-01 18.687222656635100
2016-04-01 18.815902750920102
2016-05-01 18.737486060232502
2016-06-01 18.754480480810800
2016-07-01 18.337399380380898
2016-08-01 18.574401186919300
2016-09-01 18.665397606344897
2016-10-01 18.690783534463197
2016-11-01 18.633771349670600
2016-12-01 17.943828540874698
2017-01-01 18.675281601721900
2017-02-01 18.572198233226600
2017-03-01 18.724663588019100
2017-04-01 19.350952123064100
2017-05-01 19.314742856926397
2017-06-01 18.518696325610200
2017-07-01 18.965541343419100
2017-08-01 19.011124434906300
2017-09-01 18.917699759641300
2017-10-01 19.129005581252500
2017-11-01 19.149565604672700
2017-12-01 18.829252429963898
2018-01-01 19.220556575302800
2018-02-01 19.228315185708800
2018-03-01 19.246437551552700
2018-04-01 19.154165778324700
2018-05-01 19.267595661228200
2018-06-01 19.438763082370200
2018-07-01 19.600706081414200
2018-08-01 19.346818955512397
2018-09-01 19.594010892462897
2018-10-01 19.498513096836800
2018-11-01 19.586944254940600
2018-12-01 19.317344404770900
2019-01-01 19.402296641419900
2019-02-01 19.471889705937200
2019-03-01 19.548507241727300
2019-04-01 19.644862188712803
2019-05-01 19.417768252728898
2019-06-01 19.646237025504700
2019-07-01 20.034402907677396
2019-08-01 20.001097838873502
2019-09-01 20.173508571174900
2019-10-01 20.266340490684700
2019-11-01 20.349970471468197
2019-12-01 20.319790020085602
2020-01-01 21.010347978741898
2020-02-01 20.852679852993300
2020-03-01 20.709144238324600
2020-04-01 17.043775320223600
2020-05-01 17.073499356185000
2020-06-01 17.348600190190400
2020-07-01 17.114090362799402
2020-08-01 17.342968474815198
2020-09-01 17.144340518473598
2020-10-01 17.048538562149800
2020-11-01 17.065050465076098
2020-12-01 17.339041513201998
2021-01-01 16.703825769879000
2021-02-01 16.894230239647100
2021-03-01 17.145717255366700
2021-04-01 17.475745711817800
2021-05-01 17.880172527484500
2021-06-01 17.992743672256000
2021-07-01 18.134419369847300
2021-08-01 18.351404199090500
2021-09-01 18.569302597060197
2021-10-01 18.820110343380900
2021-11-01 19.125475011647197
2021-12-01 19.576445116891000
2022-01-01 19.589645193929200
2022-02-01 19.822152175068396
2022-03-01 19.947484422351998
2022-04-01 19.496915155352898
2022-05-01 19.636467046439304
2022-06-01 19.352148193015400
2022-07-01 18.928587606736100
2022-08-01 20.028956082312500
2022-09-01 20.622792669039600
2022-10-01 20.522760331503200
2022-11-01 20.434687690254500
2022-12-01 20.735606522962000
2023-01-01 20.636893006679400
2023-02-01 20.819654543963303
2023-03-01 20.905519148845800
2023-04-01 21.131154178753200
2023-05-01 21.315328990021300
2023-06-01 21.225283418902400
2023-07-01 20.828261632781700
2023-08-01 22.258370941494900
2023-09-01 21.972262934446697
2023-10-01 21.831825240148103
2023-11-01 21.922681421696897
2023-12-01 22.242735206351398
2024-01-01 22.075231195395602
2024-02-01 21.903243851183500
2024-03-01 21.963598634676398
2024-04-01 22.163332100833998
2024-05-01 22.145534918381000
2024-06-01 23.195365964455103
2024-07-01 22.604713456648998
2024-08-01 21.624953571101198
2024-09-01 21.583180104233197
2024-10-01 21.590269686255102
2024-11-01 21.766416490251200
2024-12-01 21.725484750513600

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