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 2026-03-01
Last Updated 2026-05-07 11:38 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 9.11803046835389
1990-02-01 9.10709467099248
1990-03-01 8.89908449115667
1990-04-01 9.18334246688483
1990-05-01 9.52654736371518
1990-06-01 10.04220003546410
1990-07-01 9.62538812507445
1990-08-01 9.74686756785000
1990-09-01 10.14583210349280
1990-10-01 9.99794640795372
1990-11-01 9.76090010366793
1990-12-01 9.97634034095375
1991-01-01 10.22011964360130
1991-02-01 10.37474256559600
1991-03-01 10.74097936641940
1991-04-01 10.07476954112680
1991-05-01 10.22326762774830
1991-06-01 10.16749868618280
1991-07-01 8.82057930133668
1991-08-01 8.70305935443731
1991-09-01 8.46487479087328
1991-10-01 8.34598198838206
1991-11-01 8.80716150255441
1991-12-01 8.90308714396452
1992-01-01 9.17497178871278
1992-02-01 8.90343049601133
1992-03-01 8.99412105221486
1992-04-01 9.15471856519830
1992-05-01 8.71014755277670
1992-06-01 8.87187829416155
1992-07-01 8.32212278012651
1992-08-01 8.51458262828152
1992-09-01 8.52201393528137
1992-10-01 8.83306439941833
1992-11-01 8.99680829764650
1992-12-01 8.89581002413079
1993-01-01 8.62000523780341
1993-02-01 8.87663696362758
1993-03-01 9.08908781706604
1993-04-01 8.90789578997663
1993-05-01 8.99958376332952
1993-06-01 9.01593724931168
1993-07-01 9.25068370898214
1993-08-01 9.31325436913791
1993-09-01 9.27808518093830
1993-10-01 9.11347757308776
1993-11-01 8.99446626592557
1993-12-01 8.98702915390648
1994-01-01 8.86187717863613
1994-02-01 8.83999452195558
1994-03-01 8.78936422349003
1994-04-01 9.06337348010850
1994-05-01 9.17521799599838
1994-06-01 9.16349403104959
1994-07-01 9.19419172574954
1994-08-01 9.25929330338209
1994-09-01 9.33938223647241
1994-10-01 9.00294640433457
1994-11-01 9.00158968140549
1994-12-01 9.08155551588997
1995-01-01 9.08476284005544
1995-02-01 9.16774428305258
1995-03-01 9.17072860419817
1995-04-01 9.30169473901583
1995-05-01 9.54088922484450
1995-06-01 9.49588655835906
1995-07-01 9.93755591449339
1995-08-01 10.01772229911320
1995-09-01 10.22157897485300
1995-10-01 9.85405221435251
1995-11-01 9.96712015470341
1995-12-01 9.94362637770315
1996-01-01 9.98432018092148
1996-02-01 10.04921326003920
1996-03-01 10.11540699817890
1996-04-01 10.04730474269110
1996-05-01 9.81064603577436
1996-06-01 9.81993851894114
1996-07-01 9.82426385210428
1996-08-01 9.83926888415861
1996-09-01 9.93776888203345
1996-10-01 10.13113260514210
1996-11-01 10.06515068831610
1996-12-01 10.13295589904610
1997-01-01 10.12855228440430
1997-02-01 10.12746456129510
1997-03-01 10.18161961940990
1997-04-01 10.29557662164470
1997-05-01 10.49901787484080
1997-06-01 10.73799117578670
1997-07-01 10.49821266217130
1997-08-01 10.45960676443890
1997-09-01 10.47679320416960
1997-10-01 10.69214054633310
1997-11-01 10.72538402432930
1997-12-01 10.80827860347940
1998-01-01 10.75142729841480
1998-02-01 10.97751896687330
1998-03-01 11.01646772866250
1998-04-01 11.04998909135330
1998-05-01 10.87760132560430
1998-06-01 10.38388835505300
1998-07-01 10.64630229173390
1998-08-01 10.65311332922620
1998-09-01 10.10728618954950
1998-10-01 10.87516301573910
1998-11-01 10.71944506234770
1998-12-01 10.72368871174830
1999-01-01 10.54657091460330
1999-02-01 10.36675403717990
1999-03-01 10.42767853600310
1999-04-01 10.24416936406320
1999-05-01 10.16050345878640
1999-06-01 10.31042153806320
1999-07-01 10.70555063619990
1999-08-01 11.29530626555660
1999-09-01 11.15337765157900
1999-10-01 10.78181984319040
1999-11-01 10.81650553606260
1999-12-01 10.82329355006110
2000-01-01 10.96249515351890
2000-02-01 11.02243408903710
2000-03-01 10.89914513823620
2000-04-01 10.97941805456230
2000-05-01 11.10943416203370
2000-06-01 10.22025004063060
2000-07-01 11.42603944783020
2000-08-01 11.82691685173680
2000-09-01 11.41384751077090
2000-10-01 11.27392028333000
2000-11-01 11.28928077844270
2000-12-01 11.29990909299830
2001-01-01 11.71990822940310
2001-02-01 11.67176716696660
2001-03-01 11.75375827314390
2001-04-01 11.78050962378230
2001-05-01 12.06242043550420
2001-06-01 11.72920534900860
2001-07-01 11.59690743674840
2001-08-01 11.80447130825180
2001-09-01 10.99286851323550
2001-10-01 12.15737047615530
2001-11-01 12.23770637283390
2001-12-01 12.24281076935570
2002-01-01 12.69613423567480
2002-02-01 12.32775337892170
2002-03-01 12.40761349823130
2002-04-01 11.32664947507430
2002-05-01 12.50202009465650
2002-06-01 12.72375391991270
2002-07-01 12.22539064991460
2002-08-01 12.68759372851390
2002-09-01 13.49927732376750
2002-10-01 12.92985104100830
2002-11-01 12.87644918891800
2002-12-01 13.07214452516420
2003-01-01 12.86832926041010
2003-02-01 13.07275653609730
2003-03-01 13.04572983145840
2003-04-01 13.15158726835990
2003-05-01 13.04208033664980
2003-06-01 13.25616502027510
2003-07-01 12.62338839199450
2003-08-01 13.10755969962930
2003-09-01 13.12270447940680
2003-10-01 13.31025267308210
2003-11-01 13.51373700903750
2003-12-01 13.61317307781960
2004-01-01 13.32865233690580
2004-02-01 13.50492220538770
2004-03-01 13.47354047201630
2004-04-01 13.66766854925450
2004-05-01 13.50521252659840
2004-06-01 13.86524983810780
2004-07-01 13.67747294391140
2004-08-01 13.48794431681360
2004-09-01 13.23455913377320
2004-10-01 13.11349662310490
2004-11-01 13.20071337621880
2004-12-01 13.22533441985390
2005-01-01 13.33955409766210
2005-02-01 13.14264152976740
2005-03-01 13.32696114150910
2005-04-01 13.35993206223530
2005-05-01 13.78571043242700
2005-06-01 14.03930371118080
2005-07-01 13.25980909750310
2005-08-01 13.37979016723720
2005-09-01 13.72854440606440
2005-10-01 13.99942189100050
2005-11-01 13.95093982883720
2005-12-01 13.92730340182660
2006-01-01 13.70007377660150
2006-02-01 13.81043728332480
2006-03-01 13.92105682887250
2006-04-01 13.91969993360840
2006-05-01 14.07853741944000
2006-06-01 13.86859258979300
2006-07-01 13.98232439152540
2006-08-01 14.05159681991760
2006-09-01 14.16737027582630
2006-10-01 14.49513659352610
2006-11-01 14.41751550306700
2006-12-01 14.45841451732280
2007-01-01 14.55810030278060
2007-02-01 14.75132950553900
2007-03-01 14.60780894460930
2007-04-01 14.67121165029660
2007-05-01 14.67709123422490
2007-06-01 14.63785294045650
2007-07-01 15.40659647168010
2007-08-01 15.38961198595220
2007-09-01 15.28917054437880
2007-10-01 15.19348221630000
2007-11-01 15.27251605549980
2007-12-01 15.25913461377850
2008-01-01 15.48687174970580
2008-02-01 15.61672064175570
2008-03-01 15.70275647893870
2008-04-01 16.16641729616020
2008-05-01 15.80173675737870
2008-06-01 15.62308644870300
2008-07-01 15.12624667989760
2008-08-01 14.88953222321270
2008-09-01 15.28927605806620
2008-10-01 16.39006410344760
2008-11-01 16.22445115143410
2008-12-01 16.32844995596320
2009-01-01 16.39076343027320
2009-02-01 16.43329532954260
2009-03-01 16.55086579941940
2009-04-01 16.34014670662490
2009-05-01 16.25926763299880
2009-06-01 16.28403332150160
2009-07-01 16.44287280747460
2009-08-01 16.32770193428000
2009-09-01 16.19875950069490
2009-10-01 16.32286823752430
2009-11-01 16.22976079759740
2009-12-01 16.11445328997590
2010-01-01 14.73179785212580
2010-02-01 15.34108722383880
2010-03-01 15.38089758965690
2010-04-01 15.49622765262800
2010-05-01 15.65341110737740
2010-06-01 15.64826008729380
2010-07-01 15.44419388477530
2010-08-01 16.06871501092680
2010-09-01 15.94384595116860
2010-10-01 15.73663689725150
2010-11-01 15.77117937272720
2010-12-01 15.82901998525040
2011-01-01 14.42603196176820
2011-02-01 15.36143245748390
2011-03-01 15.34605367422310
2011-04-01 15.87789436048780
2011-05-01 15.82903469947620
2011-06-01 15.72177341187110
2011-07-01 15.91427647280760
2011-08-01 15.90216836320130
2011-09-01 16.22419741256470
2011-10-01 16.09797803096480
2011-11-01 16.28272054334860
2011-12-01 16.44863649225900
2012-01-01 16.52298291795320
2012-02-01 16.11651588169130
2012-03-01 16.27914101285040
2012-04-01 15.59882435548500
2012-05-01 16.00887464598720
2012-06-01 16.08573416424880
2012-07-01 16.09184362929540
2012-08-01 16.15734292089130
2012-09-01 16.54238613434960
2012-10-01 16.65698376373710
2012-11-01 16.71835789614170
2012-12-01 16.94463271060490
2013-01-01 17.02103667236340
2013-02-01 17.04113504438480
2013-03-01 17.19671071652530
2013-04-01 17.28666898711800
2013-05-01 17.55960042766480
2013-06-01 17.91317519682820
2013-07-01 17.18427387735690
2013-08-01 17.73005504778730
2013-09-01 17.91505663208240
2013-10-01 17.97276418875130
2013-11-01 18.00892961288250
2013-12-01 17.98327560263720
2014-01-01 17.63749496119640
2014-02-01 18.16845354175350
2014-03-01 18.40183570716800
2014-04-01 17.56248863274130
2014-05-01 17.17471264251280
2014-06-01 16.96203447145000
2014-07-01 17.00464678630770
2014-08-01 16.94638946183580
2014-09-01 16.68097338072110
2014-10-01 16.57346900218450
2014-11-01 16.39598136114410
2014-12-01 16.50300247593040
2015-01-01 17.40297455651000
2015-02-01 17.04967807039340
2015-03-01 17.01234538017180
2015-04-01 17.28596175531790
2015-05-01 17.36349534843500
2015-06-01 17.49037265102870
2015-07-01 18.08209981152450
2015-08-01 18.03428328310510
2015-09-01 17.67689581012180
2015-10-01 18.06172019705340
2015-11-01 18.20116239600750
2015-12-01 19.19909750568920
2016-01-01 18.67448280598650
2016-02-01 18.50292746957960
2016-03-01 18.68748354480780
2016-04-01 18.80568872442520
2016-05-01 18.72782106157260
2016-06-01 18.75687444280750
2016-07-01 18.35112592486580
2016-08-01 18.57641590944920
2016-09-01 18.66567587669000
2016-10-01 18.69321304889490
2016-11-01 18.63664627745910
2016-12-01 17.94317390627970
2017-01-01 18.66745557141180
2017-02-01 18.57723134607180
2017-03-01 18.73161117518070
2017-04-01 19.33260184267550
2017-05-01 19.29924400280130
2017-06-01 18.52122756516090
2017-07-01 18.98798378914200
2017-08-01 19.01413680708590
2017-09-01 18.92094230964210
2017-10-01 19.13546035004820
2017-11-01 19.15856359709480
2017-12-01 18.82292806259250
2018-01-01 19.18586768429650
2018-02-01 19.23920500328990
2018-03-01 19.26626856506410
2018-04-01 19.13252844231630
2018-05-01 19.25000399149650
2018-06-01 19.44395662361860
2018-07-01 19.63276236305060
2018-08-01 19.35039866950430
2018-09-01 19.59916650097230
2018-10-01 19.50705606989390
2018-11-01 19.59945751539970
2018-12-01 19.30179598985130
2019-01-01 19.33704919217640
2019-02-01 19.48816589192430
2019-03-01 19.58581831646420
2019-04-01 19.62022560923940
2019-05-01 19.39875521916200
2019-06-01 19.66159038156600
2019-07-01 20.09156080701190
2019-08-01 19.99703808913750
2019-09-01 20.17859650259030
2019-10-01 20.27233373741940
2019-11-01 20.35985347231390
2019-12-01 20.28839852851280
2020-01-01 20.90752829846460
2020-02-01 20.86061483151240
2020-03-01 20.75859317439110
2020-04-01 17.03601087137920
2020-05-01 17.07395914598540
2020-06-01 17.37651799458210
2020-07-01 17.21147376606500
2020-08-01 17.30492738189910
2020-09-01 17.14955314429630
2020-10-01 17.03611050646510
2020-11-01 17.06001023731890
2020-12-01 17.29738453684960
2021-01-01 16.61336701782280
2021-02-01 16.88041795712220
2021-03-01 17.18148259540070
2021-04-01 17.48230623838340
2021-05-01 17.90305743973570
2021-06-01 18.07808363024150
2021-07-01 18.33551865976870
2021-08-01 18.25446890601720
2021-09-01 18.57045659874940
2021-10-01 18.75699427017160
2021-11-01 19.08776256415310
2021-12-01 19.49992744696770
2022-01-01 19.46832496055730
2022-02-01 19.78113807171590
2022-03-01 19.97908667308850
2022-04-01 19.73460860088840
2022-05-01 19.98477381016570
2022-06-01 19.87158991280000
2022-07-01 19.84173455143440
2022-08-01 20.47013022077440
2022-09-01 21.31398057120590
2022-10-01 21.13812610777210
2022-11-01 21.19662321051020
2022-12-01 21.59707045593070
2023-01-01 21.60961343311270
2023-02-01 22.00960955906970
2023-03-01 22.19447203024470
2023-04-01 22.46841623603360
2023-05-01 22.75406115314680
2023-06-01 23.29919774513010
2023-07-01 23.56053483805710
2023-08-01 24.05355224223990
2023-09-01 24.04338361943020
2023-10-01 24.06259072364770
2023-11-01 24.22867766233970
2023-12-01 24.70866565784090
2024-01-01 24.52276155305090
2024-02-01 24.92514577827810
2024-03-01 25.20775791905590
2024-04-01 25.38125887152140
2024-05-01 25.35202806707520
2024-06-01 25.21291744424170
2024-07-01 24.16571590559770
2024-08-01 25.32263068825070
2024-09-01 25.24008008846890
2024-10-01 25.56232148254720
2024-11-01 25.63266883365620
2024-12-01 25.52301184244350
2025-01-01 25.80319862290960
2025-02-01 25.63684323085770
2025-03-01 25.72796964220920
2025-04-01 25.76766226183740
2025-05-01 26.01600093085460
2025-06-01 25.90821239004800
2025-07-01 24.61626566334590
2025-08-01 26.41050157175560
2025-09-01 26.53972149131540
2025-10-01 26.58410432036580
2025-11-01 26.74131152876770
2025-12-01 26.77625758359410
2026-01-01 27.16123788758250
2026-02-01 26.74251893878430
2026-03-01 26.74249276155210

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