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 2024-07-01
Last Updated 2024-08-17 6:00 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 9.117563661449950
1990-02-01 9.106263305924529
1990-03-01 8.898563771353440
1990-04-01 9.183129856109830
1990-05-01 9.525394652664030
1990-06-01 10.036687089005301
1990-07-01 9.630479127805680
1990-08-01 9.749390389062680
1990-09-01 10.147220380194700
1990-10-01 9.998895912499000
1990-11-01 9.760187325030570
1990-12-01 9.976491854839610
1991-01-01 10.219543388081199
1991-02-01 10.373857913289198
1991-03-01 10.740338110351901
1991-04-01 10.074549005486300
1991-05-01 10.222179750064400
1991-06-01 10.162579551894598
1991-07-01 8.824701835053698
1991-08-01 8.705045852557129
1991-09-01 8.465989664662029
1991-10-01 8.346665970021560
1991-11-01 8.806573022938020
1991-12-01 8.903162114883800
1992-01-01 9.174548051266289
1992-02-01 8.902811688580949
1992-03-01 8.993551183564310
1992-04-01 9.154477886940940
1992-05-01 8.709190806259679
1992-06-01 8.868754269862660
1992-07-01 8.325328599945768
1992-08-01 8.516058865501790
1992-09-01 8.522932109950089
1992-10-01 8.833509953152470
1992-11-01 8.996446859792618
1992-12-01 8.895787087887620
1993-01-01 8.619735169046571
1993-02-01 8.876177212179630
1993-03-01 9.088497078614450
1993-04-01 8.907734001538540
1993-05-01 8.998716849619590
1993-06-01 9.014027312796160
1993-07-01 9.253234872192000
1993-08-01 9.314147950602750
1993-09-01 9.278861488773199
1993-10-01 9.113686944121140
1993-11-01 8.994305674048080
1993-12-01 8.986989197768940
1994-01-01 8.861746461253212
1994-02-01 8.839788382012609
1994-03-01 8.788970242704330
1994-04-01 9.063324665354680
1994-05-01 9.174680001630430
1994-06-01 9.161773954507430
1994-07-01 9.195826537977519
1994-08-01 9.259810752865679
1994-09-01 9.340035205149810
1994-10-01 9.003023586064740
1994-11-01 9.001624858046089
1994-12-01 9.081537775811410
1995-01-01 9.084730803311400
1995-02-01 9.167747517680699
1995-03-01 9.170570891582910
1995-04-01 9.301847249975381
1995-05-01 9.540875445815200
1995-06-01 9.493272912932700
1995-07-01 9.938541880078300
1995-08-01 10.018115453775600
1995-09-01 10.222589362398600
1995-10-01 9.854115801394260
1995-11-01 9.967239304284710
1995-12-01 9.943750912202380
1996-01-01 9.984443142932800
1996-02-01 10.049430378646600
1996-03-01 10.115487528713100
1996-04-01 10.047443073558900
1996-05-01 9.811067971228370
1996-06-01 9.815739432772410
1996-07-01 9.824761866387838
1996-08-01 9.839609544652070
1996-09-01 9.940036310555490
1996-10-01 10.131004372286698
1996-11-01 10.065235552701000
1996-12-01 10.133099551823301
1997-01-01 10.128775943418500
1997-02-01 10.127731778344500
1997-03-01 10.181805600061400
1997-04-01 10.295765291411000
1997-05-01 10.499818647843400
1997-06-01 10.731872135047400
1997-07-01 10.498644177374699
1997-08-01 10.459645612287801
1997-09-01 10.480609221247999
1997-10-01 10.691923838448900
1997-11-01 10.725498793482599
1997-12-01 10.808419413281500
1998-01-01 10.751621576109400
1998-02-01 10.977756438034302
1998-03-01 11.016655187705400
1998-04-01 11.050114615918900
1998-05-01 10.878952299796099
1998-06-01 10.376850798940600
1998-07-01 10.646479095779100
1998-08-01 10.652599108513801
1998-09-01 10.113048008848901
1998-10-01 10.874679269438100
1998-11-01 10.719296343733100
1998-12-01 10.723544791331800
1999-01-01 10.547011821953400
1999-02-01 10.366665097143000
1999-03-01 10.427579280321199
1999-04-01 10.244587848022100
1999-05-01 10.161824064177699
1999-06-01 10.303455669222801
1999-07-01 10.705483005017700
1999-08-01 11.294186359324800
1999-09-01 11.161152460882098
1999-10-01 10.781158227863700
1999-11-01 10.816154942629800
1999-12-01 10.822889766823700
2000-01-01 10.963219004463802
2000-02-01 11.021988064729800
2000-03-01 10.898674385942499
2000-04-01 10.980033075561800
2000-05-01 11.110701734980399
2000-06-01 10.214566373127500
2000-07-01 11.425430275872200
2000-08-01 11.825194445448801
2000-09-01 11.422793202261698
2000-10-01 11.272926134599700
2000-11-01 11.288556455373900
2000-12-01 11.299178262308200
2001-01-01 11.721002459725700
2001-02-01 11.670978087151301
2001-03-01 11.753002992651300
2001-04-01 11.781595355206198
2001-05-01 12.063276900533099
2001-06-01 11.724406435563700
2001-07-01 11.596232195118501
2001-08-01 11.802736906757600
2001-09-01 11.000251667486598
2001-10-01 12.156485457197302
2001-11-01 12.236960513649600
2001-12-01 12.242015386390300
2002-01-01 12.697299342591501
2002-02-01 12.326897740452000
2002-03-01 12.406825326507000
2002-04-01 11.327732926484401
2002-05-01 12.502556078115900
2002-06-01 12.720373527221700
2002-07-01 12.224424521725100
2002-08-01 12.685999212200699
2002-09-01 13.506395218041401
2002-10-01 12.929098442648199
2002-11-01 12.875705235838401
2002-12-01 13.071345079565100
2003-01-01 12.869575042076300
2003-02-01 13.071920237374300
2003-03-01 13.045032276524400
2003-04-01 13.153035336724999
2003-05-01 13.042117612633600
2003-06-01 13.254137925573900
2003-07-01 12.622416509632599
2003-08-01 13.106493000303200
2003-09-01 13.126742105358100
2003-10-01 13.309869637371900
2003-11-01 13.513346722683899
2003-12-01 13.612706706862900
2004-01-01 13.329590881631999
2004-02-01 13.504439692810200
2004-03-01 13.473149237109300
2004-04-01 13.668733572117400
2004-05-01 13.505050307212501
2004-06-01 13.864616514730502
2004-07-01 13.675891872546500
2004-08-01 13.487165137601199
2004-09-01 13.236756563462300
2004-10-01 13.113324548899000
2004-11-01 13.200610395096100
2004-12-01 13.225234959190800
2005-01-01 13.340178050246500
2005-02-01 13.142556388357198
2005-03-01 13.326938883015100
2005-04-01 13.360650184930000
2005-05-01 13.785560169353900
2005-06-01 14.039078887218300
2005-07-01 13.257962527910099
2005-08-01 13.379366724158700
2005-09-01 13.728731309682500
2005-10-01 13.999766157540900
2005-11-01 13.951464187265700
2005-12-01 13.927782205936800
2006-01-01 13.700463030385000
2006-02-01 13.810716240977001
2006-03-01 13.921233873254302
2006-04-01 13.919825562187200
2006-05-01 14.078424159286900
2006-06-01 13.868513649347800
2006-07-01 13.979634672083800
2006-08-01 14.051093454461801
2006-09-01 14.166760835597598
2006-10-01 14.495768065402698
2006-11-01 14.418591117576002
2006-12-01 14.459687193653600
2007-01-01 14.560559788788302
2007-02-01 14.750539914414999
2007-03-01 14.607227318230200
2007-04-01 14.670835852581300
2007-05-01 14.676739247532899
2007-06-01 14.637743234458801
2007-07-01 15.403051477569600
2007-08-01 15.388958712294901
2007-09-01 15.288246487684800
2007-10-01 15.194538963684302
2007-11-01 15.274353729112699
2007-12-01 15.261429969092400
2008-01-01 15.491524819145100
2008-02-01 15.614458793715901
2008-03-01 15.701068747203300
2008-04-01 16.165452320847100
2008-05-01 15.800988043307000
2008-06-01 15.622824637775302
2008-07-01 15.122602400423999
2008-08-01 14.888826274510500
2008-09-01 15.288557090023598
2008-10-01 16.391559517062300
2008-11-01 16.226951148487900
2008-12-01 16.331731504697600
2009-01-01 16.397649630386500
2009-02-01 16.429306373755100
2009-03-01 16.547933381993100
2009-04-01 16.338652746022300
2009-05-01 16.258222468454100
2009-06-01 16.283666382321600
2009-07-01 16.439266227794800
2009-08-01 16.327091578602400
2009-09-01 16.198326784935700
2009-10-01 16.324677510834700
2009-11-01 16.232551507989600
2009-12-01 16.117914524683197
2010-01-01 14.737830179084899
2010-02-01 15.337000313823099
2010-03-01 15.377804828600100
2010-04-01 15.494680184319500
2010-05-01 15.652210617215500
2010-06-01 15.647745624902900
2010-07-01 15.441627223487501
2010-08-01 16.068194967401098
2010-09-01 15.943923859917100
2010-10-01 15.738281680065501
2010-11-01 15.773635957013900
2010-12-01 15.832157173869300
2011-01-01 14.431722789874800
2011-02-01 15.357110473324498
2011-03-01 15.342917754591400
2011-04-01 15.876349167152900
2011-05-01 15.827920074720100
2011-06-01 15.721326601010698
2011-07-01 15.912670928146000
2011-08-01 15.901836223944900
2011-09-01 16.224746379825300
2011-10-01 16.099398954631900
2011-11-01 16.284655400303000
2011-12-01 16.451018588573000
2012-01-01 16.527239705406497
2012-02-01 16.113095034965200
2012-03-01 16.276679771145900
2012-04-01 15.597868548266700
2012-05-01 16.008072831412900
2012-06-01 16.085375690876200
2012-07-01 16.090891310208800
2012-08-01 16.157151323927200
2012-09-01 16.543312236320600
2012-10-01 16.657828646106200
2012-11-01 16.719381057177300
2012-12-01 16.945950073166700
2013-01-01 17.023141123327900
2013-02-01 17.039010483021400
2013-03-01 17.195409027674500
2013-04-01 17.286434937796700
2013-05-01 17.559481401488700
2013-06-01 17.913316132378200
2013-07-01 17.182635692088600
2013-08-01 17.730174260604200
2013-09-01 17.916057493685397
2013-10-01 17.973094076748200
2013-11-01 18.009057568992700
2013-12-01 17.983617163951500
2014-01-01 17.637177002451700
2014-02-01 18.167525809207000
2014-03-01 18.401219701783800
2014-04-01 17.564963578402300
2014-05-01 17.176430749064200
2014-06-01 16.961417889556400
2014-07-01 17.001553301535402
2014-08-01 16.946115735959500
2014-09-01 16.681473769849300
2014-10-01 16.573104034273000
2014-11-01 16.395483881373500
2014-12-01 16.502950222976000
2015-01-01 17.402617868865498
2015-02-01 17.049119598891600
2015-03-01 17.012085659771902
2015-04-01 17.290950153350500
2015-05-01 17.366991612939100
2015-06-01 17.488707176064402
2015-07-01 18.076644619070002
2015-08-01 18.032764929190100
2015-09-01 17.676403837656300
2015-10-01 18.060714362057100
2015-11-01 18.200496959641800
2015-12-01 19.199347959366600
2016-01-01 18.674692677274198
2016-02-01 18.503180723891898
2016-03-01 18.687765780180400
2016-04-01 18.814426379984397
2016-05-01 18.734156250981396
2016-06-01 18.754994848610803
2016-07-01 18.336154582850200
2016-08-01 18.574364692484000
2016-09-01 18.664473742773300
2016-10-01 18.691444358374900
2016-11-01 18.635340050062900
2016-12-01 17.945487952739300
2017-01-01 18.673753065199000
2017-02-01 18.577130298677100
2017-03-01 18.731037283976700
2017-04-01 19.344244236318800
2017-05-01 19.307836969987200
2017-06-01 18.517847944198998
2017-07-01 18.963463414885602
2017-08-01 19.011241705657802
2017-09-01 18.917846011649700
2017-10-01 19.131235352788000
2017-11-01 19.153882837900000
2017-12-01 18.831158246074800
2018-01-01 19.207683193576000
2018-02-01 19.240137313542900
2018-03-01 19.261166929904302
2018-04-01 19.143894551133897
2018-05-01 19.258382905553397
2018-06-01 19.437192617628200
2018-07-01 19.598064426642600
2018-08-01 19.346480417469500
2018-09-01 19.594073386435800
2018-10-01 19.500530946525604
2018-11-01 19.592021798760700
2018-12-01 19.317265280569000
2019-01-01 19.376106234202897
2019-02-01 19.490052427021602
2019-03-01 19.580313056431898
2019-04-01 19.632670828524800
2019-05-01 19.408449975888000
2019-06-01 19.650344910893400
2019-07-01 20.032723003206100
2019-08-01 19.997050739588100
2019-09-01 20.159766661031600
2019-10-01 20.263554550453400
2019-11-01 20.351211134589800
2019-12-01 20.314448587600900
2020-01-01 20.971917102019102
2020-02-01 20.879638705718000
2020-03-01 20.762878921130397
2020-04-01 17.044415384189600
2020-05-01 17.075200959448400
2020-06-01 17.361699036014198
2020-07-01 17.115085882432698
2020-08-01 17.326069043477400
2020-09-01 17.110895383276800
2020-10-01 17.030619456864300
2020-11-01 17.051243368137500
2020-12-01 17.323270300242200
2021-01-01 16.669013635564898
2021-02-01 16.922663840350598
2021-03-01 17.218165140668100
2021-04-01 17.514611943438300
2021-05-01 17.908065488005303
2021-06-01 18.032021290320397
2021-07-01 18.134620569285600
2021-08-01 18.292743224758000
2021-09-01 18.479246717137002
2021-10-01 18.769029804722603
2021-11-01 19.092741252704700
2021-12-01 19.538951070822698
2022-01-01 19.552046247160700
2022-02-01 19.870124453638400
2022-03-01 20.064062770065398
2022-04-01 19.603800403029500
2022-05-01 19.717813502880198
2022-06-01 19.431080583878103
2022-07-01 18.919358240779400
2022-08-01 19.910717565042500
2022-09-01 20.457418418357600
2022-10-01 20.417657772603300
2022-11-01 20.375377440294800
2022-12-01 20.671095457553900
2023-01-01 20.610386284942397
2023-02-01 20.883484321307200
2023-03-01 21.063810141894898
2023-04-01 21.320757983152300
2023-05-01 21.461301951515200
2023-06-01 21.357773592014800
2023-07-01 20.803161027635000
2023-08-01 22.067922536804500
2023-09-01 21.721354928261200
2023-10-01 21.669081642951998
2023-11-01 21.839413394035500
2023-12-01 22.153201439788700
2024-01-01 22.067200185917200
2024-02-01 21.986259878456696
2024-03-01 22.153669144756197
2024-04-01 22.418967693568000
2024-05-01 22.349325679936900
2024-06-01 23.374065847851700
2024-07-01 23.789723956960500

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