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 2026-07-01
Last Updated 2026-08-21 7:20 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 9.11818389755417
1990-02-01 9.10731867934724
1990-03-01 8.89921553699118
1990-04-01 9.18338467257055
1990-05-01 9.52685408008480
1990-06-01 10.04370523351840
1990-07-01 9.62400092016604
1990-08-01 9.74618693599853
1990-09-01 10.14546575536080
1990-10-01 9.99769926089289
1990-11-01 9.76108940790693
1990-12-01 9.97628951281807
1991-01-01 10.22030521776550
1991-02-01 10.37497265222320
1991-03-01 10.74114588373770
1991-04-01 10.07480552993430
1991-05-01 10.22355218195160
1991-06-01 10.16884099545000
1991-07-01 8.81945740014507
1991-08-01 8.70252455961720
1991-09-01 8.46460076108087
1991-10-01 8.34580211805105
1991-11-01 8.80731611960125
1991-12-01 8.90306160870215
1992-01-01 9.17511860488049
1992-02-01 8.90358829485826
1992-03-01 8.99427420177494
1992-04-01 9.15474469955523
1992-05-01 8.71037036327938
1992-06-01 8.87269310610980
1992-07-01 8.32128604734578
1992-08-01 8.51420644474444
1992-09-01 8.52182507791625
1992-10-01 8.83293059375812
1992-11-01 8.99689701895545
1992-12-01 8.89582360038482
1993-01-01 8.62012481304942
1993-02-01 8.87676908141748
1993-03-01 9.08926025141249
1993-04-01 8.90787541024310
1993-05-01 8.99972877540276
1993-06-01 9.01635383902701
1993-07-01 9.25004473769014
1993-08-01 9.31305074284575
1993-09-01 9.27797736941877
1993-10-01 9.11339715298816
1993-11-01 8.99450108048496
1993-12-01 8.98707324511344
1994-01-01 8.86200559758467
1994-02-01 8.84010654005150
1994-03-01 8.78953580671115
1994-04-01 9.06338160887503
1994-05-01 9.17533606690821
1994-06-01 9.16314682155960
1994-07-01 9.19394916778469
1994-08-01 9.25931246846174
1994-09-01 9.33940171095223
1994-10-01 9.00294157863677
1994-11-01 9.00160458215867
1994-12-01 9.08163120425914
1995-01-01 9.08490481866731
1995-02-01 9.16786063548795
1995-03-01 9.17090319759042
1995-04-01 9.30172379398183
1995-05-01 9.54095707187505
1995-06-01 9.49476002476097
1995-07-01 9.93763324984570
1995-08-01 10.01791795272160
1995-09-01 10.22183961857340
1995-10-01 9.85407432630109
1995-11-01 9.96719875156784
1995-12-01 9.94373117562083
1996-01-01 9.98447522656046
1996-02-01 10.04933809596230
1996-03-01 10.11554430939400
1996-04-01 10.04734179634390
1996-05-01 9.81080783626553
1996-06-01 9.81800572328176
1996-07-01 9.82440850265445
1996-08-01 9.83941369056067
1996-09-01 9.93886270212866
1996-10-01 10.13105316314180
1996-11-01 10.06519948501930
1996-12-01 10.13303782863490
1997-01-01 10.12866321058620
1997-02-01 10.12757993565420
1997-03-01 10.18172032238030
1997-04-01 10.29560341177930
1997-05-01 10.49934367805310
1997-06-01 10.73520020018060
1997-07-01 10.49833173217810
1997-08-01 10.45958766612570
1997-09-01 10.47888779060730
1997-10-01 10.69199889300940
1997-11-01 10.72541916786980
1997-12-01 10.80832358843520
1998-01-01 10.75148958291960
1998-02-01 10.97759077301620
1998-03-01 11.01649027000930
1998-04-01 11.04995622781690
1998-05-01 10.87819431500580
1998-06-01 10.38066497522550
1998-07-01 10.64627347750900
1998-08-01 10.65276141497890
1998-09-01 10.11062363977430
1998-10-01 10.87484263637580
1998-11-01 10.71931306600420
1998-12-01 10.72356641487890
1999-01-01 10.54672579836780
1999-02-01 10.36665927431730
1999-03-01 10.42756342633890
1999-04-01 10.24419328237700
1999-05-01 10.16110569913800
1999-06-01 10.30723406921370
1999-07-01 10.70539374059170
1999-08-01 11.29462177828280
1999-09-01 11.15793664909580
1999-10-01 10.78140264242840
1999-11-01 10.81626240649440
1999-12-01 10.82303388724690
2000-01-01 10.96276897950340
2000-02-01 11.02216214066930
2000-03-01 10.89885525830270
2000-04-01 10.97944019745320
2000-05-01 11.11004662653160
2000-06-01 10.21763233671580
2000-07-01 11.42558812578080
2000-08-01 11.82592757814410
2000-09-01 11.41914558684870
2000-10-01 11.27332449892570
2000-11-01 11.28883956786210
2000-12-01 11.29948109962560
2001-01-01 11.72034598305260
2001-02-01 11.67133318586250
2001-03-01 11.75334915856900
2001-04-01 11.78066997972820
2001-05-01 12.06286770037590
2001-06-01 11.72701620108590
2001-07-01 11.59643589672510
2001-08-01 11.80351759852650
2001-09-01 10.99727134020290
2001-10-01 12.15685631398710
2001-11-01 12.23726851221220
2001-12-01 12.24235839177420
2002-01-01 12.69660592422990
2002-02-01 12.32728971855760
2002-03-01 12.40719624825340
2002-04-01 11.32684080420000
2002-05-01 12.50233850568170
2002-06-01 12.72222061016140
2002-07-01 12.22477834361910
2002-08-01 12.68674602916920
2002-09-01 13.50355247305460
2002-10-01 12.92942594282370
2002-11-01 12.87602946084060
2002-12-01 13.07170375404000
2003-01-01 12.86885423419080
2003-02-01 13.07231587921310
2003-03-01 13.04537734364070
2003-04-01 13.15193311329630
2003-05-01 13.04217169858590
2003-06-01 13.25528527916460
2003-07-01 12.62280135038920
2003-08-01 13.10703229651660
2003-09-01 13.12515203090980
2003-10-01 13.31005132047830
2003-11-01 13.51351934423290
2003-12-01 13.61291442891130
2004-01-01 13.32904971372580
2004-02-01 13.50465700025550
2004-03-01 13.47333593318070
2004-04-01 13.66794036059320
2004-05-01 13.50520361500420
2004-06-01 13.86498940653790
2004-07-01 13.67662368346070
2004-08-01 13.48759760688890
2004-09-01 13.23591314272770
2004-10-01 13.11341166141460
2004-11-01 13.20064523247750
2004-12-01 13.22526056295310
2005-01-01 13.33981279539520
2005-02-01 13.14256922245580
2005-03-01 13.32693229680000
2005-04-01 13.36015656377210
2005-05-01 13.78567911235840
2005-06-01 14.03922142068650
2005-07-01 13.25892496913930
2005-08-01 13.37963453658150
2005-09-01 13.72876503583510
2005-10-01 13.99959474564320
2005-11-01 13.95115989935690
2005-12-01 13.92748930957890
2006-01-01 13.70021196559940
2006-02-01 13.81052793060200
2006-03-01 13.92111473949070
2006-04-01 13.91975127047620
2006-05-01 14.07852233188150
2006-06-01 13.86854864413650
2006-07-01 13.98112735101400
2006-08-01 14.05141626587700
2006-09-01 14.16720921374630
2006-10-01 14.49543087190890
2006-11-01 14.41795460124150
2006-12-01 14.45891052999160
2007-01-01 14.55899759855940
2007-02-01 14.75102048658490
2007-03-01 14.60758043025590
2007-04-01 14.67107121987670
2007-05-01 14.67697846381520
2007-06-01 14.63778552411590
2007-07-01 15.40510984853790
2007-08-01 15.38938781802930
2007-09-01 15.28890338557170
2007-10-01 15.19395559442380
2007-11-01 15.27327148920000
2007-12-01 15.26005763791650
2008-01-01 15.48844967001380
2008-02-01 15.61584818968300
2008-03-01 15.70207542489830
2008-04-01 16.16604211818840
2008-05-01 15.80149464676340
2008-06-01 15.62297289280370
2008-07-01 15.12478943362650
2008-08-01 14.88931599007640
2008-09-01 15.28910152941010
2008-10-01 16.39073099940700
2008-11-01 16.22548957443220
2008-12-01 16.32978542110890
2009-01-01 16.39300968508630
2009-02-01 16.43174997486890
2009-03-01 16.54966693726110
2009-04-01 16.33955678383340
2009-05-01 16.25893192141560
2009-06-01 16.28391581618030
2009-07-01 16.44150658847480
2009-08-01 16.32755342825200
2009-09-01 16.19870841373300
2009-10-01 16.32366686753670
2009-11-01 16.23092847167940
2009-12-01 16.11588176822650
2010-01-01 14.73363749255960
2010-02-01 15.33948856549000
2010-03-01 15.37960544492630
2010-04-01 15.49561110755070
2010-05-01 15.65304667133200
2010-06-01 15.64813072093380
2010-07-01 15.44327137260740
2010-08-01 16.06860999122720
2010-09-01 15.94398348206380
2010-10-01 15.73736472075260
2010-11-01 15.77221367772220
2010-12-01 15.83031867725220
2011-01-01 14.42771816186430
2011-02-01 15.35973900612230
2011-03-01 15.34474349577580
2011-04-01 15.87728438568630
2011-05-01 15.82870897257700
2011-06-01 15.72169038957520
2011-07-01 15.91374733586370
2011-08-01 15.90212230927040
2011-09-01 16.22449304608800
2011-10-01 16.09860459396360
2011-11-01 16.28354965498000
2011-12-01 16.44965119231820
2012-01-01 16.52407529614550
2012-02-01 16.11517696336870
2012-03-01 16.27809986506600
2012-04-01 15.59845963019470
2012-05-01 16.00868495049080
2012-06-01 16.08569505614570
2012-07-01 16.09150493967890
2012-08-01 16.15733255779830
2012-09-01 16.54279784298650
2012-10-01 16.65735591994920
2012-11-01 16.71880193927520
2012-12-01 16.94519956305240
2013-01-01 17.02144247429650
2013-02-01 17.04031794079700
2013-03-01 17.19617343865150
2013-04-01 17.28663013342770
2013-05-01 17.55969101786520
2013-06-01 17.91334841681780
2013-07-01 17.18344354943830
2013-08-01 17.73015996283390
2013-09-01 17.91548519601430
2013-10-01 17.97289718969730
2013-11-01 18.00896747004190
2013-12-01 17.98345539829090
2014-01-01 17.63713415389840
2014-02-01 18.16809920046220
2014-03-01 18.40159441142200
2014-04-01 17.56384888450800
2014-05-01 17.17545116845120
2014-06-01 16.96169625987220
2014-07-01 17.00299729880580
2014-08-01 16.94631327848870
2014-09-01 16.68118582235130
2014-10-01 16.57331404874410
2014-11-01 16.39576935845490
2014-12-01 16.50297604129160
2015-01-01 17.40280538993280
2015-02-01 17.04954897571620
2015-03-01 17.01232018406980
2015-04-01 17.28862234304110
2015-05-01 17.36479391449170
2015-06-01 17.48931780595540
2015-07-01 18.07925222169230
2015-08-01 18.03369265661210
2015-09-01 17.67671405132240
2015-10-01 18.06130320105260
2015-11-01 18.20085937176000
2015-12-01 19.19910750770980
2016-01-01 18.67463942912210
2016-02-01 18.50327611421820
2016-03-01 18.68784455153590
2016-04-01 18.81041246755600
2016-05-01 18.73037681312950
2016-06-01 18.75575776361700
2016-07-01 18.34228075562160
2016-08-01 18.57606062337030
2016-09-01 18.66556592666220
2016-10-01 18.69282023225920
2016-11-01 18.63651351109110
2016-12-01 17.94341243433910
2017-01-01 18.66851296140820
2017-02-01 18.57877617693450
2017-03-01 18.73331719010080
2017-04-01 19.33839611639080
2017-05-01 19.30277115625030
2017-06-01 18.51812875579420
2017-07-01 18.97331160329490
2017-08-01 19.01421073242780
2017-09-01 18.92091575868120
2017-10-01 19.13522342709360
2017-11-01 19.15856224214950
2017-12-01 18.82079384170820
2018-01-01 19.18961405181650
2018-02-01 19.24613131945190
2018-03-01 19.26838561606250
2018-04-01 19.13831358408560
2018-05-01 19.25369151964470
2018-06-01 19.43800169733800
2018-07-01 19.61161422783990
2018-08-01 19.35067254406310
2018-09-01 19.59920300542250
2018-10-01 19.50706919290850
2018-11-01 19.59980883307000
2018-12-01 19.29732442669900
2019-01-01 19.34385178771970
2019-02-01 19.50105055153070
2019-03-01 19.58890973100790
2019-04-01 19.62528058200910
2019-05-01 19.40248169969220
2019-06-01 19.65390583412820
2019-07-01 20.06187610161450
2019-08-01 19.99842444030420
2019-09-01 20.17773014968960
2019-10-01 20.27323910783430
2019-11-01 20.36082649703710
2019-12-01 20.28150605228930
2020-01-01 20.91784741823530
2020-02-01 20.88040881296290
2020-03-01 20.76258725407460
2020-04-01 17.03974626972900
2020-05-01 17.07724516513280
2020-06-01 17.37070933537110
2020-07-01 17.17863878040830
2020-08-01 17.30573832557120
2020-09-01 17.14786582880620
2020-10-01 17.03708940386660
2020-11-01 17.06057978717760
2020-12-01 17.29123503433870
2021-01-01 16.62202806960850
2021-02-01 16.89834123207210
2021-03-01 17.18805477880210
2021-04-01 17.48884498609180
2021-05-01 17.91017487171290
2021-06-01 18.07543290128510
2021-07-01 18.28596433844470
2021-08-01 18.25452180587820
2021-09-01 18.56623545658630
2021-10-01 18.75667002120440
2021-11-01 19.08615766651710
2021-12-01 19.49104997236990
2022-01-01 19.47816444410490
2022-02-01 19.80432173345000
2022-03-01 19.99061482621860
2022-04-01 19.74642804919730
2022-05-01 20.02078936213030
2022-06-01 19.87070589094590
2022-07-01 19.76109838258160
2022-08-01 20.46270359707560
2022-09-01 21.30207704414430
2022-10-01 21.13176215097600
2022-11-01 21.19081745008240
2022-12-01 21.58921027279010
2023-01-01 21.60039085417950
2023-02-01 22.04091125009350
2023-03-01 22.22062122257600
2023-04-01 22.50627224638930
2023-05-01 22.85539634261210
2023-06-01 23.30990679707480
2023-07-01 23.40232517201510
2023-08-01 24.01052126767580
2023-09-01 24.00750234088910
2023-10-01 24.04603523576120
2023-11-01 24.21952315128220
2023-12-01 24.70574218562830
2024-01-01 24.49347736758780
2024-02-01 24.96934164624020
2024-03-01 25.25437282395680
2024-04-01 25.45597189111980
2024-05-01 25.56037046415030
2024-06-01 25.21810268270950
2024-07-01 23.94735101455810
2024-08-01 25.22941461332870
2024-09-01 25.17401456166060
2024-10-01 25.53204510835240
2024-11-01 25.62103088168750
2024-12-01 25.52825183667020
2025-01-01 25.74812203193910
2025-02-01 25.69386458649740
2025-03-01 25.79557055612290
2025-04-01 25.88213442805640
2025-05-01 26.31813060460490
2025-06-01 25.90810797772780
2025-07-01 24.34340368994520
2025-08-01 26.26131243994750
2025-09-01 26.43996720246620
2025-10-01 26.54081940513650
2025-11-01 26.72751775900050
2025-12-01 26.78564283250900
2026-01-01 27.09715860859320
2026-02-01 26.81124718843700
2026-03-01 26.91897875461540
2026-04-01 27.16218324240960
2026-05-01 26.67094331709760
2026-06-01 28.05512681153360
2026-07-01 28.72907605516870

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