Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310846561130001SA
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 2026-04-01
Last Updated 2026-05-26 2:30 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 49.4910124190454
1990-02-01 50.3745843223575
1990-03-01 50.1402372080745
1990-04-01 51.7752167593099
1990-05-01 51.9383200380779
1990-06-01 49.6082960901149
1990-07-01 45.7649420644641
1990-08-01 46.9969566197510
1990-09-01 48.3349822055832
1990-10-01 49.2293862144518
1990-11-01 49.2227192032601
1990-12-01 48.6570347644957
1991-01-01 47.5130520369228
1991-02-01 47.3437205208177
1991-03-01 46.4136627650304
1991-04-01 44.1261821491409
1991-05-01 42.9281043569518
1991-06-01 41.4364370399679
1991-07-01 40.4608715356951
1991-08-01 39.8702659691164
1991-09-01 38.5191027455905
1991-10-01 44.6629578450254
1991-11-01 42.5229679191250
1991-12-01 41.6240785943853
1992-01-01 35.8568660643583
1992-02-01 38.6782904346529
1992-03-01 37.9108644421721
1992-04-01 37.1979439822736
1992-05-01 35.9137986319296
1992-06-01 34.4323540360434
1992-07-01 33.1559035256600
1992-08-01 32.7557490756897
1992-09-01 37.5856270732240
1992-10-01 30.3787478302438
1992-11-01 30.5163234898601
1992-12-01 30.4854786754104
1993-01-01 31.4403331351499
1993-02-01 30.6801863604107
1993-03-01 30.7339130631068
1993-04-01 30.5533370476479
1993-05-01 31.0780618881186
1993-06-01 31.9985283075366
1993-07-01 32.1460118385237
1993-08-01 31.7403594505935
1993-09-01 32.1146558502895
1993-10-01 31.5186112378351
1993-11-01 31.7462400589488
1993-12-01 31.5866003355523
1994-01-01 32.0805046588725
1994-02-01 32.0591754901224
1994-03-01 32.4450834697150
1994-04-01 33.3526833005672
1994-05-01 33.7096826064365
1994-06-01 34.6310748668678
1994-07-01 33.9040757382035
1994-08-01 33.6044037819801
1994-09-01 33.5281255715212
1994-10-01 34.0156134880432
1994-11-01 34.0019221563532
1994-12-01 34.1305380920515
1995-01-01 35.8547164269022
1995-02-01 35.7099762029635
1995-03-01 35.6399625457770
1995-04-01 34.7829838502681
1995-05-01 35.7273960861826
1995-06-01 36.5056994041187
1995-07-01 37.2222344871806
1995-08-01 37.3336802531353
1995-09-01 37.9391648191019
1995-10-01 38.3409800578543
1995-11-01 38.4578745021196
1995-12-01 38.2600640271764
1996-01-01 36.6233632657293
1996-02-01 36.5580580205323
1996-03-01 37.1182925857413
1996-04-01 38.6841931919460
1996-05-01 39.6857880955320
1996-06-01 40.0940908138921
1996-07-01 42.9735823278883
1996-08-01 41.9372746389392
1996-09-01 42.3774027175120
1996-10-01 41.2999094219022
1996-11-01 41.3821453671949
1996-12-01 41.8121017698622
1997-01-01 41.4866526983911
1997-02-01 40.2477116100153
1997-03-01 39.9105862657844
1997-04-01 35.8868614624476
1997-05-01 36.8655368270519
1997-06-01 37.9319505601709
1997-07-01 37.8564078441041
1997-08-01 37.6391920678880
1997-09-01 36.5225551846476
1997-10-01 36.9910766151185
1997-11-01 37.2391045688148
1997-12-01 37.2816489981867
1998-01-01 41.4718355256692
1998-02-01 40.7191465730173
1998-03-01 40.1690313719242
1998-04-01 41.6458293918008
1998-05-01 42.1830581103371
1998-06-01 42.3838666459221
1998-07-01 41.7331238643435
1998-08-01 40.4744661594858
1998-09-01 42.2291995573521
1998-10-01 42.2284686073814
1998-11-01 42.4280585323849
1998-12-01 42.0735509520788
1999-01-01 42.2403401030548
1999-02-01 42.2969399942806
1999-03-01 42.8376862826535
1999-04-01 42.0538322642829
1999-05-01 41.9318704938088
1999-06-01 41.3911011420962
1999-07-01 42.3038280708951
1999-08-01 41.1935497015969
1999-09-01 43.5988968584469
1999-10-01 44.0842486754539
1999-11-01 44.4786160301864
1999-12-01 44.5524426278871
2000-01-01 44.4481293745988
2000-02-01 44.0791782711864
2000-03-01 44.3027406816120
2000-04-01 44.8283028243872
2000-05-01 45.1996680263813
2000-06-01 45.6785732475487
2000-07-01 45.2438488707626
2000-08-01 45.3146234933171
2000-09-01 45.4012610164508
2000-10-01 45.3759936694770
2000-11-01 45.3119770500863
2000-12-01 45.6531010937319
2001-01-01 45.3608238174826
2001-02-01 45.9147203807041
2001-03-01 46.5263786943842
2001-04-01 45.3214356576393
2001-05-01 45.6474731182905
2001-06-01 45.1588244182323
2001-07-01 44.6746735994885
2001-08-01 45.0549247427664
2001-09-01 45.3140970533057
2001-10-01 45.9804011631593
2001-11-01 45.8771745519224
2001-12-01 45.7345525349243
2002-01-01 45.4582537911543
2002-02-01 45.5480581861848
2002-03-01 45.8270636465482
2002-04-01 47.2084921168031
2002-05-01 47.8293232477053
2002-06-01 48.1555286950903
2002-07-01 49.4795635649970
2002-08-01 48.6548171071761
2002-09-01 49.1930810708138
2002-10-01 49.4939049304813
2002-11-01 50.0482066619296
2002-12-01 50.1229065981822
2003-01-01 49.5805243403633
2003-02-01 49.8008548014147
2003-03-01 49.7902920896314
2003-04-01 49.3091761317332
2003-05-01 48.8602852585446
2003-06-01 49.0253063605956
2003-07-01 49.6558233779118
2003-08-01 49.5734402362142
2003-09-01 49.1682581284257
2003-10-01 49.6887618274648
2003-11-01 49.6918213683585
2003-12-01 49.8038987552633
2004-01-01 47.9189381295807
2004-02-01 49.4035006813021
2004-03-01 49.4690418338935
2004-04-01 49.3136727734035
2004-05-01 49.2433660019711
2004-06-01 48.7744106659463
2004-07-01 48.9541443582633
2004-08-01 49.6847321067379
2004-09-01 51.3607109504928
2004-10-01 50.2964112947045
2004-11-01 50.1410127592827
2004-12-01 50.2229911957673
2005-01-01 50.5846524171878
2005-02-01 50.3953087627269
2005-03-01 50.0961522130192
2005-04-01 49.4246545644655
2005-05-01 49.7280953149056
2005-06-01 50.4013552509750
2005-07-01 50.0277597787151
2005-08-01 50.4535508031049
2005-09-01 51.3309972914675
2005-10-01 49.2301401170849
2005-11-01 49.2117649452658
2005-12-01 49.3365310272226
2006-01-01 49.3047051849886
2006-02-01 49.2697561413308
2006-03-01 49.1194472816384
2006-04-01 50.2932901837736
2006-05-01 50.9602014550375
2006-06-01 51.1157722872011
2006-07-01 50.6207255929640
2006-08-01 50.7770745810551
2006-09-01 51.0538089249407
2006-10-01 50.7949973094527
2006-11-01 50.8477281394516
2006-12-01 50.8585919311711
2007-01-01 51.6304281758710
2007-02-01 51.5204921929777
2007-03-01 51.1704484248035
2007-04-01 51.6371877265737
2007-05-01 50.8998112010099
2007-06-01 48.8269398405180
2007-07-01 50.2672423599097
2007-08-01 49.5736220424140
2007-09-01 50.8481157035183
2007-10-01 51.0948384359124
2007-11-01 51.2617250219608
2007-12-01 50.9689436443921
2008-01-01 50.9498463818574
2008-02-01 50.7459273112918
2008-03-01 50.7951520707545
2008-04-01 50.8206250622997
2008-05-01 50.8398652160237
2008-06-01 50.6366746429470
2008-07-01 50.7478500272382
2008-08-01 50.6921598584690
2008-09-01 50.2316759264477
2008-10-01 50.8184794576629
2008-11-01 50.9401555808870
2008-12-01 51.0956113524860
2009-01-01 51.9736047773435
2009-02-01 52.3577182595499
2009-03-01 52.9424367667698
2009-04-01 52.8531547129956
2009-05-01 53.1547967534870
2009-06-01 52.5280903437838
2009-07-01 56.4346992565620
2009-08-01 56.0635178569043
2009-09-01 56.8389865879088
2009-10-01 54.7283423743369
2009-11-01 54.5961606842111
2009-12-01 55.4708177088479
2010-01-01 54.1590952848083
2010-02-01 53.0935366327420
2010-03-01 54.8174666592310
2010-04-01 57.9319496982569
2010-05-01 56.5248768798063
2010-06-01 56.1511238432645
2010-07-01 53.6874051632908
2010-08-01 55.2211932195741
2010-09-01 55.8183237313902
2010-10-01 56.5148405508230
2010-11-01 56.8718525334895
2010-12-01 56.5508744368470
2011-01-01 57.1402148572395
2011-02-01 57.5870976370727
2011-03-01 57.8134470914943
2011-04-01 55.2331893174531
2011-05-01 55.0696813774330
2011-06-01 55.0852031203813
2011-07-01 54.5287465725505
2011-08-01 55.0502480883814
2011-09-01 55.2613810721202
2011-10-01 56.7806771927699
2011-11-01 57.3377491708813
2011-12-01 57.1043157066365
2012-01-01 56.4719628627508
2012-02-01 56.0395289160782
2012-03-01 56.3052173291597
2012-04-01 56.4482823553161
2012-05-01 57.2613035608056
2012-06-01 57.4195569084456
2012-07-01 57.9451603508333
2012-08-01 59.3157071850025
2012-09-01 57.4502946630934
2012-10-01 56.8790042682406
2012-11-01 56.6927227123909
2012-12-01 57.1776115517976
2013-01-01 57.6762531984641
2013-02-01 57.4752605816675
2013-03-01 57.7843361764090
2013-04-01 60.5998500439595
2013-05-01 59.6009186675635
2013-06-01 60.5062414395050
2013-07-01 61.1114884689387
2013-08-01 61.2940720333812
2013-09-01 60.5180505953995
2013-10-01 60.1577743468080
2013-11-01 60.0486025868783
2013-12-01 60.2429598193089
2014-01-01 60.8442280866084
2014-02-01 61.2833480752597
2014-03-01 61.4321036752182
2014-04-01 60.7660050477089
2014-05-01 60.9982076924128
2014-06-01 60.3471383642863
2014-07-01 60.4990940854052
2014-08-01 63.1166955987322
2014-09-01 62.7975213015185
2014-10-01 63.7679189359936
2014-11-01 63.4511039827391
2014-12-01 63.3407106759012
2015-01-01 62.4608493881728
2015-02-01 63.1603673105022
2015-03-01 62.7946981713506
2015-04-01 63.2472237325296
2015-05-01 63.8245819449475
2015-06-01 62.5409995256657
2015-07-01 63.4289390204484
2015-08-01 64.4035869798129
2015-09-01 64.7118628313449
2015-10-01 64.1458802940393
2015-11-01 65.2681685339303
2015-12-01 65.6264071632349
2016-01-01 66.5052151008533
2016-02-01 65.9567372363906
2016-03-01 66.6513641385968
2016-04-01 64.2648363037278
2016-05-01 65.1241356652593
2016-06-01 67.4467420749674
2016-07-01 66.5014512073713
2016-08-01 64.9173660127383
2016-09-01 64.7569170057019
2016-10-01 65.4548189164905
2016-11-01 65.5525060817954
2016-12-01 65.8660659893646
2017-01-01 67.4907923377526
2017-02-01 66.0756368653659
2017-03-01 66.2327991847030
2017-04-01 66.6714441535560
2017-05-01 67.7301116819000
2017-06-01 65.8372418685011
2017-07-01 68.0230827499371
2017-08-01 67.8028810544180
2017-09-01 69.1868351190488
2017-10-01 70.7542638264942
2017-11-01 70.6630389498460
2017-12-01 68.3894686691067
2018-01-01 75.3032884175102
2018-02-01 71.9491362561809
2018-03-01 71.7218247861220
2018-04-01 71.7742453727819
2018-05-01 71.4099830749070
2018-06-01 71.9478562714983
2018-07-01 71.2363048301487
2018-08-01 71.6236508467380
2018-09-01 70.9987436907944
2018-10-01 70.9785921003275
2018-11-01 70.7632805408955
2018-12-01 71.5852107202462
2019-01-01 70.0154522711002
2019-02-01 71.0133262200269
2019-03-01 70.6634234188874
2019-04-01 70.7658218161942
2019-05-01 70.4516250926020
2019-06-01 70.7416974497443
2019-07-01 69.6377073407318
2019-08-01 67.6768967794977
2019-09-01 71.7938880850260
2019-10-01 71.6364546056442
2019-11-01 71.8751894794443
2019-12-01 72.2450967552062
2020-01-01 70.0122150481628
2020-02-01 71.7098397875590
2020-03-01 70.9197208641031
2020-04-01 69.5620643201107
2020-05-01 68.9455061842737
2020-06-01 70.5548615662713
2020-07-01 67.5590777799034
2020-08-01 66.2600266374243
2020-09-01 64.3836933790135
2020-10-01 63.1111591137125
2020-11-01 63.0194103452317
2020-12-01 62.4520760801275
2021-01-01 63.8788582966247
2021-02-01 63.4457146938900
2021-03-01 63.4826967315857
2021-04-01 67.2214868288372
2021-05-01 71.6184932242132
2021-06-01 69.7469948218225
2021-07-01 69.7276916705142
2021-08-01 71.7236308162235
2021-09-01 69.4627367170013
2021-10-01 68.8414913041968
2021-11-01 68.4213497537398
2021-12-01 68.0130392408657
2022-01-01 68.4608420790355
2022-02-01 68.1718991954510
2022-03-01 68.1687038794474
2022-04-01 67.7117887516663
2022-05-01 67.4231683393305
2022-06-01 66.7338422302247
2022-07-01 67.5609619709124
2022-08-01 68.0434201444998
2022-09-01 68.1066386999654
2022-10-01 69.4765272082470
2022-11-01 69.6091899731054
2022-12-01 70.3019462263178
2023-01-01 68.9849224204174
2023-02-01 69.8804246343048
2023-03-01 69.4668999035350
2023-04-01 69.4159804286992
2023-05-01 70.4462824226753
2023-06-01 70.3871000309181
2023-07-01 71.0043116039371
2023-08-01 71.8164560805831
2023-09-01 72.2233939111952
2023-10-01 71.8905097125132
2023-11-01 72.1948529185518
2023-12-01 72.3683886725803
2024-01-01 72.2663823737709
2024-02-01 71.7809182833892
2024-03-01 72.4026721396565
2024-04-01 73.1415600196438
2024-05-01 72.5936668992159
2024-06-01 73.0443455206800
2024-07-01 74.7295915214558
2024-08-01 73.3670983907277
2024-09-01 74.2430056131478
2024-10-01 74.0818736391165
2024-11-01 74.2342453310116
2024-12-01 73.9317420013280
2025-01-01 75.0283926673376
2025-02-01 74.6584021206819
2025-03-01 74.3511544421194
2025-04-01 74.6875474694198
2025-05-01 74.5872957558465
2025-06-01 75.9988017172392
2025-07-01 73.5555366097757
2025-08-01 73.4129656698704
2025-09-01 72.9650659081052
2025-10-01 73.4451260336012
2025-11-01 73.4570742531934
2025-12-01 73.4221912711553
2026-01-01 74.9721549950928
2026-02-01 73.8236146342154
2026-03-01 73.5420128042793
2026-04-01 72.7919405476316

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