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 2026-06-01
Last Updated 2026-07-22 10:38 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 9.11843986537823
1990-02-01 9.10776502168867
1990-03-01 8.89949557717100
1990-04-01 9.18348968235076
1990-05-01 9.52746843522986
1990-06-01 10.04669694840950
1990-07-01 9.62125280126208
1990-08-01 9.74482453744635
1990-09-01 10.14471972026130
1990-10-01 9.99720355831594
1990-11-01 9.76146781335515
1990-12-01 9.97620516724382
1991-01-01 10.22062148965780
1991-02-01 10.37544557374790
1991-03-01 10.74149171417410
1991-04-01 10.07491322226470
1991-05-01 10.22413103420080
1991-06-01 10.17151014228650
1991-07-01 8.81723218593985
1991-08-01 8.70145200696803
1991-09-01 8.46400449934684
1991-10-01 8.34544487893212
1991-11-01 8.80762827858756
1991-12-01 8.90301974632373
1992-01-01 9.17535454605494
1992-02-01 8.90391865994284
1992-03-01 8.99458220939768
1992-04-01 9.15486229832198
1992-05-01 8.71087558280460
1992-06-01 8.87437810199354
1992-07-01 8.31956396705197
1992-08-01 8.51341365651619
1992-09-01 8.52133833263464
1992-10-01 8.83269719737078
1992-11-01 8.99708735373583
1992-12-01 8.89583764078553
1993-01-01 8.62028168663266
1993-02-01 8.87701871819141
1993-03-01 9.08958297671255
1993-04-01 8.90794680011849
1993-05-01 9.00017551031312
1993-06-01 9.01736468964128
1993-07-01 9.24868007450099
1993-08-01 9.31257480335342
1993-09-01 9.27757182813170
1993-10-01 9.11328554681968
1993-11-01 8.99458474376297
1993-12-01 8.98710274928302
1994-01-01 8.86209971973578
1994-02-01 8.84023208601833
1994-03-01 8.78976599342876
1994-04-01 9.06340964184193
1994-05-01 9.17562355413459
1994-06-01 9.16388654058340
1994-07-01 9.19311180910599
1994-08-01 9.25906472949999
1994-09-01 9.33907892588292
1994-10-01 9.00290534614413
1994-11-01 9.00159039011759
1994-12-01 9.08165796463897
1995-01-01 9.08495694105458
1995-02-01 9.16789047352169
1995-03-01 9.17102654852519
1995-04-01 9.30166745134818
1995-05-01 9.54098931945883
1995-06-01 9.49574024455036
1995-07-01 9.93717977847183
1995-08-01 10.01776849333920
1995-09-01 10.22137665270560
1995-10-01 9.85404640331421
1995-11-01 9.96715892045531
1995-12-01 9.94369921454500
1996-01-01 9.98446078969988
1996-02-01 10.04927319802070
1996-03-01 10.11555491950830
1996-04-01 10.04730765185400
1996-05-01 9.81065857557925
1996-06-01 9.81956011851186
1996-07-01 9.82422017942091
1996-08-01 9.83929369010345
1996-09-01 9.93787506412998
1996-10-01 10.13111073555380
1996-11-01 10.06518221670190
1996-12-01 10.13300214501480
1997-01-01 10.12859919422150
1997-02-01 10.12749917682530
1997-03-01 10.18168457125420
1997-04-01 10.29555865272000
1997-05-01 10.49906019977720
1997-06-01 10.73746499587680
1997-07-01 10.49818665630550
1997-08-01 10.45960015521320
1997-09-01 10.47725276351480
1997-10-01 10.69209573762650
1997-11-01 10.72539491519580
1997-12-01 10.80829218439850
1998-01-01 10.75144105608410
1998-02-01 10.97752946645500
1998-03-01 11.01645600607540
1998-04-01 11.04995293535690
1998-05-01 10.87770736413010
1998-06-01 10.38327873592060
1998-07-01 10.64624641500170
1998-08-01 10.65300641360930
1998-09-01 10.10815863658350
1998-10-01 10.87505494813810
1998-11-01 10.71939819559320
1998-12-01 10.72364870558530
1999-01-01 10.54658820174880
1999-02-01 10.36672115726520
1999-03-01 10.42763516547780
1999-04-01 10.24411643356390
1999-05-01 10.16062007217840
1999-06-01 10.30981500297680
1999-07-01 10.70547501704610
1999-08-01 11.29511190135830
1999-09-01 11.15460123550930
1999-10-01 10.78168921458970
1999-11-01 10.81643068547990
1999-12-01 10.82321910326350
2000-01-01 10.96252871605300
2000-02-01 11.02235985111110
2000-03-01 10.89906461929630
2000-04-01 10.97933191082880
2000-05-01 11.10956544937710
2000-06-01 10.21974301162360
2000-07-01 11.42589377849100
2000-08-01 11.82665601863710
2000-09-01 11.41528590688910
2000-10-01 11.27374999342750
2000-11-01 11.28915822805480
2000-12-01 11.29979478538750
2001-01-01 11.71996928272200
2001-02-01 11.67165867377380
2001-03-01 11.75365797242040
2001-04-01 11.78042310595860
2001-05-01 12.06252876261510
2001-06-01 11.72878524745460
2001-07-01 11.59676376531510
2001-08-01 11.80423295436060
2001-09-01 10.99407293576430
2001-10-01 12.15723043906870
2001-11-01 12.23758878348450
2001-12-01 12.24269278266010
2002-01-01 12.69620076019080
2002-02-01 12.32763758942580
2002-03-01 12.40751192997430
2002-04-01 11.32657792741180
2002-05-01 12.50210946619010
2002-06-01 12.72346219082040
2002-07-01 12.22522640616260
2002-08-01 12.68739188961300
2002-09-01 13.50045374165390
2002-10-01 12.92974068859000
2002-11-01 12.87634003556690
2002-12-01 13.07203209728420
2003-01-01 12.86840957524200
2003-02-01 13.07264699121160
2003-03-01 13.04564513805670
2003-04-01 13.15153737225970
2003-05-01 13.04212605691930
2003-06-01 13.25601276075380
2003-07-01 12.62325083580750
2003-08-01 13.10745188656940
2003-09-01 13.12338515736750
2003-10-01 13.31020506053060
2003-11-01 13.51368030383630
2003-12-01 13.61310401820320
2004-01-01 13.32870871628940
2004-02-01 13.50484423343610
2004-03-01 13.47347879603560
2004-04-01 13.66763194903570
2004-05-01 13.50523273750050
2004-06-01 13.86521819650520
2004-07-01 13.67732623071210
2004-08-01 13.48789638791890
2004-09-01 13.23494404432830
2004-10-01 13.11347635960610
2004-11-01 13.20068502755710
2004-12-01 13.22529738810880
2005-01-01 13.33957535770260
2005-02-01 13.14259548344490
2005-03-01 13.32692871909120
2005-04-01 13.35991989149940
2005-05-01 13.78571282006080
2005-06-01 14.03930696762420
2005-07-01 13.25974918966020
2005-08-01 13.37979049745940
2005-09-01 13.72868185531860
2005-10-01 13.99944171058010
2005-11-01 13.95093274029690
2005-12-01 13.92728049811440
2006-01-01 13.70004111617650
2006-02-01 13.81040552219150
2006-03-01 13.92103660917810
2006-04-01 13.91969457030340
2006-05-01 14.07855347585870
2006-06-01 13.86860874695720
2006-07-01 13.98232165796820
2006-08-01 14.05161510962620
2006-09-01 14.16748513197300
2006-10-01 14.49516271155760
2006-11-01 14.41749702604260
2006-12-01 14.45836905088920
2007-01-01 14.55787314746920
2007-02-01 14.75135724657310
2007-03-01 14.60782698818380
2007-04-01 14.67122737808980
2007-05-01 14.67711459459620
2007-06-01 14.63787017475170
2007-07-01 15.40668441441740
2007-08-01 15.38965493254260
2007-09-01 15.28932844827640
2007-10-01 15.19351099187830
2007-11-01 15.27249316887060
2007-12-01 15.25908444474970
2008-01-01 15.48631259721340
2008-02-01 15.61682766048490
2008-03-01 15.70280174899850
2008-04-01 16.16644884731550
2008-05-01 15.80180502286060
2008-06-01 15.62313642062070
2008-07-01 15.12640689427340
2008-08-01 14.88960953673200
2008-09-01 15.28944119909980
2008-10-01 16.39010345563550
2008-11-01 16.22443431189320
2008-12-01 16.32839955516470
2009-01-01 16.38984093462740
2009-02-01 16.43348824398400
2009-03-01 16.55093940772990
2009-04-01 16.34019594341220
2009-05-01 16.25938076139320
2009-06-01 16.28411451182620
2009-07-01 16.44311270303120
2009-08-01 16.32780719881370
2009-09-01 16.19892624664370
2009-10-01 16.32290277987920
2009-11-01 16.22974570731020
2009-12-01 16.11441509403230
2010-01-01 14.73085873380750
2010-02-01 15.34127633391100
2010-03-01 15.38095161565710
2010-04-01 15.49627574119490
2010-05-01 15.65356641426800
2010-06-01 15.64837618647770
2010-07-01 15.44441583688870
2010-08-01 16.06882699032610
2010-09-01 15.94397429124600
2010-10-01 15.73667158341070
2010-11-01 15.77117648871200
2010-12-01 15.82899498671460
2011-01-01 14.42510407597560
2011-02-01 15.36162760656430
2011-03-01 15.34611603144190
2011-04-01 15.87795259980200
2011-05-01 15.82919335553600
2011-06-01 15.72188825175140
2011-07-01 15.91446523939480
2011-08-01 15.90225825128810
2011-09-01 16.22427348242560
2011-10-01 16.09800488631000
2011-11-01 16.28272957652490
2011-12-01 16.44863966865790
2012-01-01 16.52212183128890
2012-02-01 16.11667200618480
2012-03-01 16.27918843607710
2012-04-01 15.59887904753610
2012-05-01 16.00904081128640
2012-06-01 16.08585790046850
2012-07-01 16.09186566797030
2012-08-01 16.15740387572720
2012-09-01 16.54246524631830
2012-10-01 16.65698341134270
2012-11-01 16.71834685837200
2012-12-01 16.94463841405750
2013-01-01 17.02046687832270
2013-02-01 17.04123665178050
2013-03-01 17.19677513677790
2013-04-01 17.28676740928440
2013-05-01 17.55978560683460
2013-06-01 17.91332397430560
2013-07-01 17.18396429176080
2013-08-01 17.73010233038890
2013-09-01 17.91519257622620
2013-10-01 17.97272285465150
2013-11-01 18.00885218804050
2013-12-01 17.98330612078190
2014-01-01 17.63720826995290
2014-02-01 18.16843035874860
2014-03-01 18.40183256114950
2014-04-01 17.56295454746110
2014-05-01 17.17503463721520
2014-06-01 16.96194616311820
2014-07-01 17.00395882959850
2014-08-01 16.94638483011170
2014-09-01 16.68112802713730
2014-10-01 16.57340017168830
2014-11-01 16.39588762729530
2014-12-01 16.50300132122060
2015-01-01 17.40284769094550
2015-02-01 17.04967566548760
2015-03-01 17.01237819857670
2015-04-01 17.28682460124990
2015-05-01 17.36394312987790
2015-06-01 17.48997794747070
2015-07-01 18.08101993193430
2015-08-01 18.03414789219340
2015-09-01 17.67696350286420
2015-10-01 18.06159672814780
2015-11-01 18.20105800193240
2015-12-01 19.19909508402150
2016-01-01 18.67446719562510
2016-02-01 18.50305102345150
2016-03-01 18.68761874539750
2016-04-01 18.80716680941950
2016-05-01 18.72864394817200
2016-06-01 18.75640464750010
2016-07-01 18.34830607746410
2016-08-01 18.57640355633100
2016-09-01 18.66585677501930
2016-10-01 18.69320092608620
2016-11-01 18.63668617201500
2016-12-01 17.94239817441550
2017-01-01 18.66834753267150
2017-02-01 18.57763267871360
2017-03-01 18.73204713671750
2017-04-01 19.33433286567200
2017-05-01 19.30032042014320
2017-06-01 18.52035132124280
2017-07-01 18.98348967638370
2017-08-01 19.01429914986490
2017-09-01 18.92120195433330
2017-10-01 19.13558120862130
2017-11-01 19.15872395686870
2017-12-01 18.82097341545910
2018-01-01 19.18837219031380
2018-02-01 19.24008230396300
2018-03-01 19.26686845818000
2018-04-01 19.13433263622900
2018-05-01 19.25122579647180
2018-06-01 19.44255394058420
2018-07-01 19.62629600432000
2018-08-01 19.35076964911750
2018-09-01 19.59955730786550
2018-10-01 19.50737193812050
2018-11-01 19.59982809169010
2018-12-01 19.29865805465540
2019-01-01 19.34124113633400
2019-02-01 19.48960579010270
2019-03-01 19.58667372984020
2019-04-01 19.62173615053500
2019-05-01 19.39986412178630
2019-06-01 19.65977971801080
2019-07-01 20.08395243988420
2019-08-01 19.99757169877700
2019-09-01 20.17900937540250
2019-10-01 20.27276880140990
2019-11-01 20.36020402613760
2019-12-01 20.28460567548220
2020-01-01 20.91273638383550
2020-02-01 20.86247105381890
2020-03-01 20.75968911771620
2020-04-01 17.03722780418140
2020-05-01 17.07516761533370
2020-06-01 17.37561707136980
2020-07-01 17.20447479429080
2020-08-01 17.30487282542300
2020-09-01 17.15020684480370
2020-10-01 17.03647015722010
2020-11-01 17.05972384352050
2020-12-01 17.29319665797360
2021-01-01 16.61667611565570
2021-02-01 16.88169982292860
2021-03-01 17.18308485499130
2021-04-01 17.48465339067370
2021-05-01 17.90608815077570
2021-06-01 18.07911879689540
2021-07-01 18.32748030099520
2021-08-01 18.25400875455430
2021-09-01 18.57114468201790
2021-10-01 18.75679600830580
2021-11-01 19.08550078068580
2021-12-01 19.49323661396720
2022-01-01 19.46874828117080
2022-02-01 19.78041373715090
2022-03-01 19.97936867506760
2022-04-01 19.73619786092530
2022-05-01 20.01176876161340
2022-06-01 19.87156214185270
2022-07-01 19.82898598389740
2022-08-01 20.46630667336450
2022-09-01 21.31266007827950
2022-10-01 21.13631614254830
2022-11-01 21.19265039873150
2022-12-01 21.59017821371670
2023-01-01 21.58724139628950
2023-02-01 22.01081343290580
2023-03-01 22.19385503262260
2023-04-01 22.47388996416990
2023-05-01 22.83452797552830
2023-06-01 23.29436394786100
2023-07-01 23.53663312178330
2023-08-01 24.03571613282640
2023-09-01 24.03456776376420
2023-10-01 24.05643876300940
2023-11-01 24.22079511506120
2023-12-01 24.69975566142560
2024-01-01 24.47045043281990
2024-02-01 24.92827426827960
2024-03-01 25.20606246876300
2024-04-01 25.39640311667190
2024-05-01 25.52934106490340
2024-06-01 25.17916253247970
2024-07-01 24.13004289368470
2024-08-01 25.28509500889370
2024-09-01 25.22093347110000
2024-10-01 25.55056597487860
2024-11-01 25.62233317103980
2024-12-01 25.51418293261420
2025-01-01 25.71661435927330
2025-02-01 25.64486888203230
2025-03-01 25.72784505133250
2025-04-01 25.79700555684730
2025-05-01 26.27932983009480
2025-06-01 25.84359689169270
2025-07-01 24.57010333595270
2025-08-01 26.35208564473690
2025-09-01 26.50910931289070
2025-10-01 26.56581650192860
2025-11-01 26.72659118642910
2025-12-01 26.76389344298020
2026-01-01 27.05435377132290
2026-02-01 26.75043983280940
2026-03-01 26.83765343223720
2026-04-01 27.06186291946500
2026-05-01 26.63194921270080
2026-06-01 28.29291677704480

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