Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446561130001SA
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 2025-12-01
Last Updated 2026-01-28 3:40 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 3.56405402739304
1990-02-01 3.45895685181911
1990-03-01 3.43146799605816
1990-04-01 3.28258721107393
1990-05-01 3.28413254597872
1990-06-01 3.30671793251069
1990-07-01 3.52212399596560
1990-08-01 3.41676325494759
1990-09-01 3.42371369831515
1990-10-01 3.47116256544811
1990-11-01 3.48438730099153
1990-12-01 3.45211600721699
1991-01-01 3.57858805569905
1991-02-01 3.54200873003407
1991-03-01 3.60982167841249
1991-04-01 3.67450313907132
1991-05-01 3.79072828719158
1991-06-01 3.91940963339826
1991-07-01 3.84742688289946
1991-08-01 3.74878647040093
1991-09-01 3.83646229749511
1991-10-01 3.35092322298325
1991-11-01 3.45605492792967
1991-12-01 3.33395282618467
1992-01-01 3.69715262147662
1992-02-01 3.61225232009347
1992-03-01 3.57786553347864
1992-04-01 3.76508383910524
1992-05-01 3.79817330349374
1992-06-01 3.84526476464553
1992-07-01 4.00570642268066
1992-08-01 4.11067378273025
1992-09-01 3.94770223194599
1992-10-01 3.81108542307081
1992-11-01 3.90768136571488
1992-12-01 3.89190695122572
1993-01-01 3.52758467018567
1993-02-01 3.88126532941147
1993-03-01 3.84030834584475
1993-04-01 3.84760372236131
1993-05-01 3.80550954225513
1993-06-01 3.78189542602269
1993-07-01 3.77128036224002
1993-08-01 3.89608493143413
1993-09-01 3.85434573748158
1993-10-01 3.96993484593747
1993-11-01 3.95096635725436
1993-12-01 3.93810759392210
1994-01-01 3.87709449762733
1994-02-01 3.94427825692921
1994-03-01 3.99584509794423
1994-04-01 3.91761711123338
1994-05-01 3.90330179180811
1994-06-01 4.02678307764675
1994-07-01 4.05253922176007
1994-08-01 3.98820410207550
1994-09-01 4.05335989553118
1994-10-01 4.51663461050055
1994-11-01 4.59433712739243
1994-12-01 4.38489643202337
1995-01-01 4.54334257195634
1995-02-01 4.42867982244690
1995-03-01 4.36406017934672
1995-04-01 4.17590268157042
1995-05-01 4.28286612468584
1995-06-01 3.94847957835435
1995-07-01 4.21160809384288
1995-08-01 4.47390367444855
1995-09-01 4.64972908349639
1995-10-01 4.78514920517549
1995-11-01 5.05411763711431
1995-12-01 4.84711397106964
1996-01-01 4.81916684349969
1996-02-01 4.82635613072827
1996-03-01 4.64096810167385
1996-04-01 5.03447365301391
1996-05-01 5.04108580685015
1996-06-01 5.05175850702675
1996-07-01 5.14832979491417
1996-08-01 4.92063363839103
1996-09-01 5.04404986205295
1996-10-01 4.88076224166298
1996-11-01 4.83726388261879
1996-12-01 5.03892366090233
1997-01-01 4.99622871548958
1997-02-01 5.23802159616443
1997-03-01 5.22711963687217
1997-04-01 5.29158305023885
1997-05-01 5.19237327193429
1997-06-01 5.12296033096188
1997-07-01 5.25005862210718
1997-08-01 5.43135957643345
1997-09-01 5.54702897261853
1997-10-01 5.82411136965638
1997-11-01 6.04708037470766
1997-12-01 5.84812782389852
1998-01-01 5.85112355584907
1998-02-01 5.74488923544806
1998-03-01 5.70596911716833
1998-04-01 5.86497547538541
1998-05-01 5.94396218328808
1998-06-01 5.78340164491836
1998-07-01 5.55445760249447
1998-08-01 5.41433694513921
1998-09-01 5.46480453271272
1998-10-01 5.37033153351546
1998-11-01 5.25952889023440
1998-12-01 5.27027915738629
1999-01-01 4.97440077689324
1999-02-01 5.05081085337189
1999-03-01 5.09551064507304
1999-04-01 5.06306275969108
1999-05-01 5.11422646854088
1999-06-01 5.01911700042754
1999-07-01 5.24958746566945
1999-08-01 5.30702009087244
1999-09-01 5.08028245541050
1999-10-01 5.00373994109416
1999-11-01 5.17140355186414
1999-12-01 5.09431773055523
2000-01-01 5.27539007484837
2000-02-01 5.56031974344496
2000-03-01 5.68764509030953
2000-04-01 5.67831035581540
2000-05-01 5.69808390191643
2000-06-01 5.88375842963521
2000-07-01 5.84209505118250
2000-08-01 5.98870732197550
2000-09-01 5.88040137297760
2000-10-01 5.81731895161451
2000-11-01 5.86979077281220
2000-12-01 5.92129519356523
2001-01-01 4.76482899979232
2001-02-01 4.47411137114070
2001-03-01 4.79992447805176
2001-04-01 4.09850933701486
2001-05-01 4.30572023747341
2001-06-01 4.16795178376776
2001-07-01 3.81971989197038
2001-08-01 3.57482741171932
2001-09-01 3.76254453044323
2001-10-01 3.81166588906857
2001-11-01 3.75269358279954
2001-12-01 3.93437716681683
2002-01-01 3.96677943315309
2002-02-01 3.98777559959441
2002-03-01 3.82729295942751
2002-04-01 3.81686716916800
2002-05-01 3.82329744928836
2002-06-01 4.08590400830275
2002-07-01 4.00343335336890
2002-08-01 3.85198802577838
2002-09-01 4.03456737817186
2002-10-01 4.18468267487050
2002-11-01 4.02525679629291
2002-12-01 3.93770486530007
2003-01-01 3.97711109378588
2003-02-01 3.98318912499927
2003-03-01 4.36915311650749
2003-04-01 4.53371430919041
2003-05-01 4.55190082719341
2003-06-01 4.42385021838681
2003-07-01 4.60242539040013
2003-08-01 4.63779398758003
2003-09-01 4.59460951869100
2003-10-01 4.43829088662315
2003-11-01 4.49485544953507
2003-12-01 4.42659341329082
2004-01-01 4.50192822474008
2004-02-01 4.26954249254076
2004-03-01 4.29264748757908
2004-04-01 4.34200252308039
2004-05-01 4.36848578682034
2004-06-01 4.39715366112187
2004-07-01 4.51848021799002
2004-08-01 4.64063030992485
2004-09-01 4.36383964303144
2004-10-01 4.40510768748280
2004-11-01 4.55709656746168
2004-12-01 4.39534484735350
2005-01-01 4.21391590551631
2005-02-01 4.32148099017467
2005-03-01 4.20561321768903
2005-04-01 4.24142297936315
2005-05-01 4.29139921180956
2005-06-01 4.58743919091717
2005-07-01 4.54987511914292
2005-08-01 4.68447344231778
2005-09-01 4.53693357217044
2005-10-01 4.49636885508140
2005-11-01 4.29466271065361
2005-12-01 4.33462453244310
2006-01-01 4.43150972732171
2006-02-01 4.54949696716097
2006-03-01 4.61288666737185
2006-04-01 4.62394178563692
2006-05-01 4.70344942068203
2006-06-01 4.38332587879232
2006-07-01 4.69929568792356
2006-08-01 5.06843406241954
2006-09-01 5.00101415231716
2006-10-01 5.11862795403897
2006-11-01 4.83414378126651
2006-12-01 4.95695235380243
2007-01-01 5.14788379351557
2007-02-01 4.85170657185979
2007-03-01 5.01226369503488
2007-04-01 4.79256726809451
2007-05-01 4.91976656108480
2007-06-01 4.77644391548883
2007-07-01 4.75882837255914
2007-08-01 4.65810757985501
2007-09-01 4.76698903111363
2007-10-01 5.14811997345794
2007-11-01 5.26526464227740
2007-12-01 5.59034389004276
2008-01-01 5.37592018975457
2008-02-01 5.37363762080467
2008-03-01 5.29595361884016
2008-04-01 5.46037603876209
2008-05-01 5.43070292410643
2008-06-01 5.54426395799946
2008-07-01 5.80572362267229
2008-08-01 5.62033327388483
2008-09-01 6.24619727087750
2008-10-01 5.68689669477368
2008-11-01 6.12583158785194
2008-12-01 6.04280816901009
2009-01-01 5.78553046532191
2009-02-01 6.32365550060317
2009-03-01 5.87153116953800
2009-04-01 6.14274676696075
2009-05-01 6.05861522745582
2009-06-01 5.87183090571940
2009-07-01 6.03332850867907
2009-08-01 5.92915842369107
2009-09-01 6.34203406581408
2009-10-01 6.01586637456690
2009-11-01 6.20872215875601
2009-12-01 6.33225047189080
2010-01-01 5.88521988075882
2010-02-01 6.51149996220930
2010-03-01 6.44995293745848
2010-04-01 6.43704827878033
2010-05-01 6.78858724572158
2010-06-01 6.26409676495330
2010-07-01 6.14738624009692
2010-08-01 6.28248068357698
2010-09-01 6.12745380474768
2010-10-01 6.33407950157716
2010-11-01 6.46389329854922
2010-12-01 6.25620388815581
2011-01-01 6.15936104322576
2011-02-01 6.22133680780301
2011-03-01 6.61234080131008
2011-04-01 6.13580381630467
2011-05-01 6.21363851121903
2011-06-01 6.35363451963731
2011-07-01 6.26718014432035
2011-08-01 6.51095081921762
2011-09-01 6.01968481054922
2011-10-01 6.01161009130774
2011-11-01 5.84146263636213
2011-12-01 5.99435434568488
2012-01-01 6.22590793620311
2012-02-01 5.96304260168329
2012-03-01 6.07609358934120
2012-04-01 5.33282377027496
2012-05-01 5.91688004955708
2012-06-01 6.15383073448971
2012-07-01 5.37621231237426
2012-08-01 5.45403310493611
2012-09-01 5.40736538591098
2012-10-01 5.57366121397705
2012-11-01 5.62739141621283
2012-12-01 5.52314445494820
2013-01-01 5.79948169136431
2013-02-01 5.60147811848852
2013-03-01 5.64934170313440
2013-04-01 5.82176440383891
2013-05-01 5.80629832133854
2013-06-01 5.87739004442145
2013-07-01 5.88647833968935
2013-08-01 6.03215010495015
2013-09-01 5.98654512763222
2013-10-01 5.72607655032945
2013-11-01 5.66366508958775
2013-12-01 5.44077661497429
2014-01-01 5.90341275220113
2014-02-01 5.94066890794744
2014-03-01 5.93726912177815
2014-04-01 5.90689649217490
2014-05-01 5.87562810794381
2014-06-01 5.82374762614823
2014-07-01 5.89671307277318
2014-08-01 5.82182373556239
2014-09-01 5.94455370383178
2014-10-01 6.09391326489495
2014-11-01 5.98861129775821
2014-12-01 6.15334849435646
2015-01-01 6.02782987105061
2015-02-01 6.05244418881739
2015-03-01 6.12523234170652
2015-04-01 6.19778177146836
2015-05-01 6.13617762775896
2015-06-01 6.07301490867311
2015-07-01 6.11627598687637
2015-08-01 6.02329914126129
2015-09-01 6.03224900209391
2015-10-01 6.05045421663069
2015-11-01 6.27441736399887
2015-12-01 6.06550031422795
2016-01-01 5.96121741251300
2016-02-01 6.15416495131184
2016-03-01 6.11362889161335
2016-04-01 6.30135401669019
2016-05-01 6.40615501011998
2016-06-01 6.41288261174748
2016-07-01 6.43429507898076
2016-08-01 6.40882836357167
2016-09-01 6.74102648391427
2016-10-01 6.71846594555801
2016-11-01 6.85722174693477
2016-12-01 6.78300840285232
2017-01-01 6.66937321237580
2017-02-01 6.54202796509110
2017-03-01 6.70867054706867
2017-04-01 6.41579680470793
2017-05-01 6.49459432824894
2017-06-01 6.43492766784313
2017-07-01 6.75824481478022
2017-08-01 6.57660652812331
2017-09-01 6.37850402449504
2017-10-01 5.89298854762697
2017-11-01 6.02877546573820
2017-12-01 6.10569233739830
2018-01-01 6.63439232516544
2018-02-01 6.24480820502691
2018-03-01 6.20562153520709
2018-04-01 6.34538241625973
2018-05-01 6.40478368229024
2018-06-01 6.44150518178140
2018-07-01 6.48670823207820
2018-08-01 6.40275236153881
2018-09-01 6.41661956921316
2018-10-01 6.59084027838945
2018-11-01 6.62109011503941
2018-12-01 6.63927294765080
2019-01-01 6.66393661085674
2019-02-01 6.94878001647130
2019-03-01 6.91248682201391
2019-04-01 7.07574544306792
2019-05-01 6.92334652665786
2019-06-01 6.82395682190565
2019-07-01 6.92312539748561
2019-08-01 6.91289705172568
2019-09-01 7.07384691800496
2019-10-01 7.09469002035323
2019-11-01 7.11180577860173
2019-12-01 7.07388206202320
2020-01-01 6.68024988324294
2020-02-01 7.17156386725934
2020-03-01 7.02494079676942
2020-04-01 6.39929022969061
2020-05-01 5.83519977265500
2020-06-01 6.59632847143635
2020-07-01 6.65927601007206
2020-08-01 6.81964841960625
2020-09-01 6.52195133618638
2020-10-01 6.61658655118061
2020-11-01 6.60561197934703
2020-12-01 6.71691537341804
2021-01-01 6.79643512743826
2021-02-01 6.69622345367041
2021-03-01 6.83891800323679
2021-04-01 6.81858164904667
2021-05-01 6.93767008997784
2021-06-01 7.36070413853222
2021-07-01 7.18485984045015
2021-08-01 7.44158515364279
2021-09-01 7.46274857635542
2021-10-01 7.44455893165885
2021-11-01 7.50530305376939
2021-12-01 7.55891898558253
2022-01-01 7.73813927680944
2022-02-01 7.72354529895407
2022-03-01 7.73622807512072
2022-04-01 7.72716785266301
2022-05-01 7.73033728811863
2022-06-01 7.82811801777538
2022-07-01 7.59162002498065
2022-08-01 7.79018386184972
2022-09-01 7.58715075995143
2022-10-01 7.67662727129078
2022-11-01 7.72530580546700
2022-12-01 7.60002566276038
2023-01-01 7.60922978007879
2023-02-01 7.42653852484607
2023-03-01 7.42435542761095
2023-04-01 7.62019809020781
2023-05-01 7.71872192332681
2023-06-01 7.60266040398739
2023-07-01 7.57692149714503
2023-08-01 7.88011601298194
2023-09-01 7.51218624838820
2023-10-01 7.39735521330361
2023-11-01 7.44858267216122
2023-12-01 7.32728853748823
2024-01-01 7.41000545776235
2024-02-01 7.31774362293444
2024-03-01 7.31129140750831
2024-04-01 6.89494392304458
2024-05-01 6.80070126956829
2024-06-01 6.99594175716448
2024-07-01 7.05194070254364
2024-08-01 7.40112126767596
2024-09-01 7.12609196039848
2024-10-01 7.11401357904478
2024-11-01 7.07086704879690
2024-12-01 7.14045092422856
2025-01-01 7.11628398917683
2025-02-01 7.29932000892833
2025-03-01 7.39518460772440
2025-04-01 7.47769257323088
2025-05-01 7.39290810703713
2025-06-01 7.40109769378671
2025-07-01 7.52275417466480
2025-08-01 7.03069266522284
2025-09-01 7.23302913746080
2025-10-01 7.31986532629025
2025-11-01 7.29054833138618
2025-12-01 7.33971461549679

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