Table Data - All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Education and Health Services: Private Colleges, Universities, and Professional Schools in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418846561130001SA
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 3:26 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 6.21859217858350
1990-02-01 5.48543952139155
1990-03-01 5.47121178022770
1990-04-01 5.44093420218503
1990-05-01 5.32433084405637
1990-06-01 5.52146506003077
1990-07-01 5.55142398620453
1990-08-01 5.42628326526789
1990-09-01 5.44456663933194
1990-10-01 5.55070799433303
1990-11-01 5.50702367503566
1990-12-01 5.41517408710442
1991-01-01 4.69769580378136
1991-02-01 4.73162600795375
1991-03-01 4.67010384253544
1991-04-01 4.52881961039387
1991-05-01 4.84429537824252
1991-06-01 4.40591929488389
1991-07-01 4.35564025582048
1991-08-01 4.14529987548257
1991-09-01 4.39477748609757
1991-10-01 4.79275256880704
1991-11-01 4.77572328750062
1991-12-01 4.66163930048376
1992-01-01 4.38419051546893
1992-02-01 4.56000964076894
1992-03-01 4.71096604777323
1992-04-01 4.73182807898775
1992-05-01 4.93665471166188
1992-06-01 4.60722683949689
1992-07-01 4.56165243340803
1992-08-01 4.57721420378533
1992-09-01 5.06515848883810
1992-10-01 4.51485112677777
1992-11-01 4.59792191762970
1992-12-01 4.65620958312561
1993-01-01 4.95341260392307
1993-02-01 4.77852418769544
1993-03-01 4.84808732449007
1993-04-01 5.03375017264582
1993-05-01 5.13488326750577
1993-06-01 5.12160299372522
1993-07-01 5.22000502392941
1993-08-01 5.23522599774668
1993-09-01 5.31521065612324
1993-10-01 5.27204303505785
1993-11-01 5.15073518047163
1993-12-01 5.21706143917966
1994-01-01 5.19018107199564
1994-02-01 5.38801059849626
1994-03-01 5.27073936359231
1994-04-01 5.24716225912362
1994-05-01 5.22172330791079
1994-06-01 5.42620526994138
1994-07-01 5.40887245889079
1994-08-01 5.44534997688689
1994-09-01 5.47121259046764
1994-10-01 5.46961636051809
1994-11-01 5.41636701190326
1994-12-01 5.49600112838694
1995-01-01 5.31136879260757
1995-02-01 5.31652135231526
1995-03-01 5.30286360715749
1995-04-01 5.45395207356439
1995-05-01 5.60731152436964
1995-06-01 5.74478103072801
1995-07-01 5.95818952559652
1995-08-01 6.02094842410031
1995-09-01 5.94532239306832
1995-10-01 5.83636390788041
1995-11-01 5.93700605941555
1995-12-01 5.95972922642918
1996-01-01 6.21023015871275
1996-02-01 6.20505145893153
1996-03-01 6.36432045959429
1996-04-01 6.30886874995921
1996-05-01 6.27372596088104
1996-06-01 6.52985650890966
1996-07-01 6.39984284373381
1996-08-01 6.37192524737598
1996-09-01 6.45764215464342
1996-10-01 6.48133216051931
1996-11-01 6.45412634766685
1996-12-01 6.32153040354138
1997-01-01 6.44147374562356
1997-02-01 6.40175374657895
1997-03-01 6.45533432434974
1997-04-01 6.37962288178093
1997-05-01 6.66429214636285
1997-06-01 6.36034242091331
1997-07-01 6.40316942533047
1997-08-01 6.38553128908186
1997-09-01 6.49439593290546
1997-10-01 6.44904845292880
1997-11-01 6.88453236055830
1997-12-01 6.87875462813164
1998-01-01 6.78631707203751
1998-02-01 6.58824946473615
1998-03-01 6.44500453874377
1998-04-01 6.62271245603065
1998-05-01 6.93597598609234
1998-06-01 6.41548422469204
1998-07-01 6.52470342355050
1998-08-01 6.62249290095849
1998-09-01 6.85972862469026
1998-10-01 6.98301373474074
1998-11-01 6.87972545346632
1998-12-01 6.79394985558802
1999-01-01 6.67709586846174
1999-02-01 6.84229954262579
1999-03-01 6.89640624863914
1999-04-01 6.30830112473971
1999-05-01 6.72693878776532
1999-06-01 7.34782821153495
1999-07-01 7.12649347512454
1999-08-01 6.97801407429711
1999-09-01 6.71528051272981
1999-10-01 6.75978582601255
1999-11-01 6.61934724919852
1999-12-01 6.81931185632259
2000-01-01 6.68739508070457
2000-02-01 6.79959003381943
2000-03-01 6.67287230797678
2000-04-01 6.84365809557433
2000-05-01 6.60795007190038
2000-06-01 6.58745597214152
2000-07-01 6.79320716123633
2000-08-01 6.86639049542202
2000-09-01 6.87469039529070
2000-10-01 6.84485869615790
2000-11-01 6.83210571213421
2000-12-01 6.75209755888909
2001-01-01 6.80366639612148
2001-02-01 6.65489301194627
2001-03-01 6.72168272735555
2001-04-01 6.82954685416279
2001-05-01 6.97362710634538
2001-06-01 6.92410973187181
2001-07-01 6.81887658572470
2001-08-01 6.86969985409213
2001-09-01 6.80133888546625
2001-10-01 7.02271141961482
2001-11-01 7.13706883690739
2001-12-01 6.97566094975457
2002-01-01 7.26579467112613
2002-02-01 7.18485558825048
2002-03-01 7.14345789677328
2002-04-01 6.92265807165538
2002-05-01 7.04762998068213
2002-06-01 6.90040109260899
2002-07-01 6.71666136693766
2002-08-01 6.75465264874885
2002-09-01 6.92229973075139
2002-10-01 7.04145899090987
2002-11-01 7.07042253426129
2002-12-01 6.43061170819615
2003-01-01 7.40048883087838
2003-02-01 7.72008501313181
2003-03-01 7.66272858789342
2003-04-01 7.66907574324154
2003-05-01 7.41393078815632
2003-06-01 7.62458042121350
2003-07-01 7.90008175184497
2003-08-01 7.78890179238495
2003-09-01 7.84505369953897
2003-10-01 7.70516900830492
2003-11-01 7.73742864973387
2003-12-01 7.87297872448402
2004-01-01 7.66705283347458
2004-02-01 7.70117088561855
2004-03-01 7.72844057425833
2004-04-01 8.04994296556250
2004-05-01 7.79969415813900
2004-06-01 7.76240611701292
2004-07-01 7.76610630271312
2004-08-01 8.02117250120261
2004-09-01 7.93959056688539
2004-10-01 8.10369213602609
2004-11-01 8.04169672565232
2004-12-01 7.98832749196566
2005-01-01 7.48284133152787
2005-02-01 8.07569704459773
2005-03-01 8.00512554502998
2005-04-01 8.04024337954279
2005-05-01 7.98739032194124
2005-06-01 7.76781316522179
2005-07-01 8.33882546502750
2005-08-01 8.37719524261960
2005-09-01 8.33813477130532
2005-10-01 8.22034266662739
2005-11-01 8.25301247995773
2005-12-01 8.28442785423771
2006-01-01 8.29169603034650
2006-02-01 8.38862857131319
2006-03-01 8.49550606429369
2006-04-01 8.41046829330300
2006-05-01 8.45207145561734
2006-06-01 8.50842914287711
2006-07-01 8.31433901526520
2006-08-01 8.37807890568113
2006-09-01 8.41486908958959
2006-10-01 8.54854270802428
2006-11-01 8.66051562590519
2006-12-01 8.67731366378181
2007-01-01 8.71819310502143
2007-02-01 8.89687911862654
2007-03-01 8.90412663295387
2007-04-01 8.79488201342122
2007-05-01 8.80734355719872
2007-06-01 9.37271359891621
2007-07-01 8.88139869690764
2007-08-01 8.58869511606616
2007-09-01 8.67374642597623
2007-10-01 8.89526215113290
2007-11-01 8.89864460404312
2007-12-01 8.67117735420616
2008-01-01 8.42023847221867
2008-02-01 8.92472587590760
2008-03-01 8.94240277601727
2008-04-01 9.28792880777075
2008-05-01 9.17319690060308
2008-06-01 9.26943687218075
2008-07-01 8.85128173624234
2008-08-01 8.77604546161106
2008-09-01 8.39885492275908
2008-10-01 9.06094103368062
2008-11-01 9.03508649727399
2008-12-01 9.32418531823228
2009-01-01 8.01234255179046
2009-02-01 8.94628084479804
2009-03-01 9.16352874600030
2009-04-01 9.20142203450192
2009-05-01 9.44802201816877
2009-06-01 9.87765491963534
2009-07-01 10.45714362176820
2009-08-01 9.85148509983945
2009-09-01 9.75054038348593
2009-10-01 9.39435328533267
2009-11-01 9.33444845709786
2009-12-01 9.37954403221149
2010-01-01 10.05011777531600
2010-02-01 9.55023163254671
2010-03-01 9.46150940949596
2010-04-01 9.39861757664407
2010-05-01 9.54713747924776
2010-06-01 9.58446549151511
2010-07-01 10.65121785474310
2010-08-01 10.11676637897620
2010-09-01 10.52360578607500
2010-10-01 9.70347193075399
2010-11-01 9.70609863942472
2010-12-01 9.72538674911286
2011-01-01 10.01154767296930
2011-02-01 9.85234702392145
2011-03-01 9.65548205407140
2011-04-01 9.58023491456983
2011-05-01 9.55763375381015
2011-06-01 8.08973599283836
2011-07-01 9.00533216021645
2011-08-01 8.83300899253101
2011-09-01 9.94497714709848
2011-10-01 10.45489598705350
2011-11-01 10.14681987926670
2011-12-01 10.16635931720940
2012-01-01 7.91550489214804
2012-02-01 10.24517622586320
2012-03-01 10.31640624364610
2012-04-01 10.41515527013810
2012-05-01 10.23770840616270
2012-06-01 10.18716402373620
2012-07-01 9.94594288086489
2012-08-01 10.14484258548960
2012-09-01 10.11327529907080
2012-10-01 10.20825864322600
2012-11-01 10.28471202704380
2012-12-01 10.24689846447170
2013-01-01 8.05630147879081
2013-02-01 9.96850529570812
2013-03-01 10.32385103491230
2013-04-01 10.22437538719170
2013-05-01 10.36254511129310
2013-06-01 10.13795744318350
2013-07-01 10.29673049205750
2013-08-01 10.10790770129090
2013-09-01 9.90168813279428
2013-10-01 10.06271077236670
2013-11-01 9.96634474523406
2013-12-01 10.04842926201250
2014-01-01 7.98249130803434
2014-02-01 10.17720335271120
2014-03-01 9.94918524311800
2014-04-01 10.14818454104850
2014-05-01 10.10603261371430
2014-06-01 10.16155474148340
2014-07-01 10.19794190123340
2014-08-01 10.05441396560020
2014-09-01 10.28680562505660
2014-10-01 10.39952391397200
2014-11-01 10.41993103868150
2014-12-01 10.42732214060640
2015-01-01 10.47144948520560
2015-02-01 10.56782765018480
2015-03-01 10.41069291123160
2015-04-01 10.54286770921780
2015-05-01 10.52481862811100
2015-06-01 11.39974480150530
2015-07-01 10.77605337380620
2015-08-01 10.75176243670750
2015-09-01 10.64914998042620
2015-10-01 10.66473846074290
2015-11-01 10.60723982313170
2015-12-01 10.55294082591500
2016-01-01 8.93113380219830
2016-02-01 9.97430959873095
2016-03-01 10.56912729728020
2016-04-01 10.40242568207610
2016-05-01 10.58625316513220
2016-06-01 11.40851801978190
2016-07-01 10.92860899948830
2016-08-01 10.87138822575790
2016-09-01 10.54179536511600
2016-10-01 10.38131398632250
2016-11-01 10.44629463076870
2016-12-01 10.39996643733810
2017-01-01 9.06295795405406
2017-02-01 10.63342331216530
2017-03-01 10.43379732254600
2017-04-01 10.54868477241690
2017-05-01 10.48395293800620
2017-06-01 10.02414481830380
2017-07-01 9.78021822695676
2017-08-01 9.78830246924114
2017-09-01 10.82496126676220
2017-10-01 10.61179179887950
2017-11-01 10.49530915981770
2017-12-01 10.53774119888030
2018-01-01 9.04429226235931
2018-02-01 10.14737171825650
2018-03-01 10.31366777792470
2018-04-01 10.40706522970710
2018-05-01 10.28734531936140
2018-06-01 9.84201646398191
2018-07-01 9.85404212383956
2018-08-01 9.80398586251647
2018-09-01 9.73307578890808
2018-10-01 10.65385666569000
2018-11-01 10.75737587682130
2018-12-01 10.38820884220560
2019-01-01 9.89970724193447
2019-02-01 10.92263183966330
2019-03-01 11.06257611965340
2019-04-01 13.65606027514680
2019-05-01 13.93995448483770
2019-06-01 14.33350869895910
2019-07-01 14.89285578226060
2019-08-01 15.02757115140920
2019-09-01 14.76465272745370
2019-10-01 14.14026093424720
2019-11-01 13.77509582777420
2019-12-01 13.79192120068640
2020-01-01 13.46881060504480
2020-02-01 13.72388630281410
2020-03-01 13.53097090666240
2020-04-01 12.73296228544630
2020-05-01 13.15424392106980
2020-06-01 13.52118539598850
2020-07-01 13.22102303155920
2020-08-01 12.94655380657770
2020-09-01 12.62702095143020
2020-10-01 12.27653984706400
2020-11-01 12.25946519327360
2020-12-01 12.40929398151970
2021-01-01 12.50440326428350
2021-02-01 12.13981771749470
2021-03-01 10.32089242236620
2021-04-01 10.54380429718640
2021-05-01 11.00552776237410
2021-06-01 10.58493304677510
2021-07-01 10.37791154235690
2021-08-01 10.59286876740870
2021-09-01 10.86134191142500
2021-10-01 10.98644831266710
2021-11-01 11.08955693866030
2021-12-01 11.01795591985370
2022-01-01 11.10150573534870
2022-02-01 11.22456765517290
2022-03-01 11.14458638434530
2022-04-01 10.98274350939870
2022-05-01 10.89033239227130
2022-06-01 10.92760921753320
2022-07-01 11.00052745698260
2022-08-01 11.22836259586520
2022-09-01 11.32785744796750
2022-10-01 11.48859414157760
2022-11-01 11.51814170066260
2022-12-01 11.55581726493050
2023-01-01 11.70324617724310
2023-02-01 11.56052832153840
2023-03-01 11.38896360553230
2023-04-01 11.78393212381550
2023-05-01 11.82955704269290
2023-06-01 12.15465272625360
2023-07-01 11.95463031560670
2023-08-01 11.67457641727580
2023-09-01 11.73721625407250
2023-10-01 11.10655104765990
2023-11-01 11.41829112121570
2023-12-01 11.80707588440310
2024-01-01 11.77441188832460
2024-02-01 11.78535913099270
2024-03-01 11.51767402115850
2024-04-01 12.13498000326320
2024-05-01 12.26728530615650
2024-06-01 12.55786053152240
2024-07-01 12.36023596204860
2024-08-01 12.54225299513690
2024-09-01 12.24447817771730
2024-10-01 12.17233986366730
2024-11-01 12.28695700149220
2024-12-01 12.24399264393380
2025-01-01 12.30737052157160
2025-02-01 12.38067834507380
2025-03-01 12.29555821506450
2025-04-01 12.31055133220330
2025-05-01 12.22151792954900
2025-06-01 12.22521697663940
2025-07-01 12.23733871662620
2025-08-01 12.23846710110370
2025-09-01 12.36014249062600
2025-10-01 12.47433784065560
2025-11-01 12.56837172475460
2025-12-01 12.37007201114300

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