Table Data - All Employees: Education and Health Services: Private Educational Services in San Jose-Sunnyvale-Santa Clara, CA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in San Jose-Sunnyvale-Santa Clara, CA (MSA)
Series ID SMU06419406561000001SA
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 11:33 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 21.4903420953454
1990-02-01 21.7783459430816
1990-03-01 22.0114453845238
1990-04-01 22.1576218069122
1990-05-01 22.0455336804139
1990-06-01 22.1663136848838
1990-07-01 21.5237078007867
1990-08-01 21.5540098972913
1990-09-01 21.0360590039979
1990-10-01 21.5072136868623
1990-11-01 21.3203040143981
1990-12-01 21.4206596669267
1991-01-01 21.8523181087663
1991-02-01 21.9813322148977
1991-03-01 21.8987047552672
1991-04-01 21.7865495582350
1991-05-01 21.8866459308733
1991-06-01 21.6553915389069
1991-07-01 22.1432543841694
1991-08-01 22.2348415632958
1991-09-01 22.0280065444904
1991-10-01 22.0129733226150
1991-11-01 22.1863885278127
1991-12-01 22.2127820185763
1992-01-01 21.6932062524102
1992-02-01 21.2980881740250
1992-03-01 21.8693304396302
1992-04-01 22.8788548324672
1992-05-01 22.4065757434186
1992-06-01 22.1429759922051
1992-07-01 21.8840738735230
1992-08-01 22.0721670075188
1992-09-01 21.9948444211187
1992-10-01 21.6541890382233
1992-11-01 21.6218714531418
1992-12-01 22.2311545771282
1993-01-01 21.6798085690123
1993-02-01 21.0907982191973
1993-03-01 21.1600802367830
1993-04-01 21.2169522443054
1993-05-01 21.0871345005746
1993-06-01 21.3844308646388
1993-07-01 22.3150342460900
1993-08-01 21.9330129812248
1993-09-01 22.6476405983837
1993-10-01 23.2896831350730
1993-11-01 23.1649890156216
1993-12-01 23.2248226233360
1994-01-01 23.5440887027978
1994-02-01 23.3669871731226
1994-03-01 23.5151265331377
1994-04-01 23.1191466924401
1994-05-01 23.2078560292885
1994-06-01 23.2960942264604
1994-07-01 23.6524616997850
1994-08-01 23.1237912303550
1994-09-01 22.8809895628101
1994-10-01 22.4433942530890
1994-11-01 22.4260209506862
1994-12-01 22.2874181169163
1995-01-01 21.7572498438233
1995-02-01 22.5507014190743
1995-03-01 22.7868571248440
1995-04-01 22.3821713670032
1995-05-01 22.2405177603395
1995-06-01 22.2037320256323
1995-07-01 21.9740907814034
1995-08-01 22.0141771058699
1995-09-01 21.2398971196638
1995-10-01 22.0963833495385
1995-11-01 22.0889350052535
1995-12-01 22.2186110890183
1996-01-01 21.9380385674270
1996-02-01 22.7670525363454
1996-03-01 21.5863029752933
1996-04-01 22.6200642715120
1996-05-01 22.7042407098315
1996-06-01 22.7324673241246
1996-07-01 22.5914464562702
1996-08-01 22.6440098083357
1996-09-01 21.9521639543992
1996-10-01 22.7029990514258
1996-11-01 23.0888924797599
1996-12-01 22.9889067343469
1997-01-01 23.1333716409935
1997-02-01 22.9999167880530
1997-03-01 22.9038010521487
1997-04-01 23.0758868372189
1997-05-01 22.9458420529653
1997-06-01 23.0827706789970
1997-07-01 22.8530474838996
1997-08-01 23.3692320339902
1997-09-01 23.2019143174611
1997-10-01 23.5162579914956
1997-11-01 23.4260175670817
1997-12-01 23.5721117495590
1998-01-01 23.5643178089380
1998-02-01 23.8486950605393
1998-03-01 23.9605695529598
1998-04-01 23.8421547398978
1998-05-01 23.8846597988869
1998-06-01 23.8721313823811
1998-07-01 23.7231370937543
1998-08-01 23.6036707050632
1998-09-01 24.1931547420285
1998-10-01 23.8779735799441
1998-11-01 23.1996679845544
1998-12-01 23.9550276967648
1999-01-01 24.0127852763229
1999-02-01 23.9973706023840
1999-03-01 23.9887262839880
1999-04-01 23.8540679032346
1999-05-01 23.8826469411993
1999-06-01 23.9745273915877
1999-07-01 24.0995479767278
1999-08-01 24.0151643954043
1999-09-01 24.0215727821084
1999-10-01 24.1614985402491
1999-11-01 24.2140904175720
1999-12-01 23.6695214130616
2000-01-01 24.6653181963593
2000-02-01 24.2867501244672
2000-03-01 24.0442843023738
2000-04-01 23.5730183579249
2000-05-01 24.0913043932013
2000-06-01 23.8887962160479
2000-07-01 23.8945205407193
2000-08-01 23.1557195797925
2000-09-01 23.6042100255558
2000-10-01 23.7579450910087
2000-11-01 23.9592005331348
2000-12-01 24.1494572496796
2001-01-01 24.9651615205380
2001-02-01 25.0905744175070
2001-03-01 25.4532204012860
2001-04-01 25.7170193029353
2001-05-01 25.9317923730440
2001-06-01 25.9349724927532
2001-07-01 26.2860495119331
2001-08-01 26.8958974890377
2001-09-01 26.6114265093530
2001-10-01 26.7539184558497
2001-11-01 26.1876139164270
2001-12-01 26.3933832303544
2002-01-01 23.8588258326356
2002-02-01 25.4917780033127
2002-03-01 25.6099067210459
2002-04-01 25.8521612718947
2002-05-01 25.5438848506546
2002-06-01 25.6520917120194
2002-07-01 25.1671996804304
2002-08-01 25.4180768729344
2002-09-01 25.3906096217344
2002-10-01 25.4934081534378
2002-11-01 25.8093019760009
2002-12-01 25.8409978092791
2003-01-01 25.0978548267744
2003-02-01 26.0436035020649
2003-03-01 26.2064902755247
2003-04-01 27.2736995129464
2003-05-01 27.1843731237248
2003-06-01 27.1946432217595
2003-07-01 28.5768801632805
2003-08-01 27.5792007932629
2003-09-01 27.8264427678949
2003-10-01 27.7120943811276
2003-11-01 27.9194324801603
2003-12-01 28.0281894021961
2004-01-01 28.4438522671114
2004-02-01 28.1825164072678
2004-03-01 28.4995947781094
2004-04-01 28.2373944591501
2004-05-01 28.3640263871594
2004-06-01 28.5569244304131
2004-07-01 28.2935914238091
2004-08-01 28.4584295940268
2004-09-01 28.6292000850616
2004-10-01 28.4329111617751
2004-11-01 28.5921027679522
2004-12-01 28.6033211835979
2005-01-01 28.9402328371051
2005-02-01 28.6019526420374
2005-03-01 28.3333517893253
2005-04-01 28.3196288678086
2005-05-01 28.0895202465314
2005-06-01 28.2232935641143
2005-07-01 29.4427791139058
2005-08-01 29.4986651239603
2005-09-01 29.3594080175591
2005-10-01 29.6582056108042
2005-11-01 29.5691794627945
2005-12-01 29.7788313013181
2006-01-01 29.2773641058771
2006-02-01 30.1340588593170
2006-03-01 30.2847458403359
2006-04-01 30.3184829094685
2006-05-01 30.6966266495256
2006-06-01 30.7779373574413
2006-07-01 30.4462398995531
2006-08-01 30.0091155910244
2006-09-01 30.0235988806349
2006-10-01 29.9436430607026
2006-11-01 30.1764472348066
2006-12-01 30.0354746372106
2007-01-01 29.3120645153692
2007-02-01 30.2257921929456
2007-03-01 30.7174849520352
2007-04-01 30.0097722287120
2007-05-01 31.1175887319264
2007-06-01 31.4468681317838
2007-07-01 32.5047461593721
2007-08-01 31.9710525560835
2007-09-01 32.4860188106210
2007-10-01 32.7357343758241
2007-11-01 32.8265562183728
2007-12-01 32.3827278283975
2008-01-01 33.0630086818269
2008-02-01 33.3902082301316
2008-03-01 33.4642506593911
2008-04-01 33.3975352397244
2008-05-01 32.6637000816127
2008-06-01 32.1770391842516
2008-07-01 31.0160525348333
2008-08-01 34.4974733446027
2008-09-01 34.4054776872698
2008-10-01 32.9210352449555
2008-11-01 32.8614217417455
2008-12-01 32.8555096787213
2009-01-01 32.9736871285755
2009-02-01 32.8297022543395
2009-03-01 32.4770229462055
2009-04-01 32.7635960807953
2009-05-01 33.1255292944265
2009-06-01 33.0407565407012
2009-07-01 32.6449947949545
2009-08-01 33.1331298551655
2009-09-01 32.5566415609992
2009-10-01 33.4129034221570
2009-11-01 33.5845066674286
2009-12-01 33.5057667831345
2010-01-01 33.3502184374476
2010-02-01 33.1685333811552
2010-03-01 33.2425826905711
2010-04-01 35.7414008049951
2010-05-01 35.7791078999954
2010-06-01 36.0199480516496
2010-07-01 36.2051738703273
2010-08-01 36.1711218777908
2010-09-01 36.1732072727996
2010-10-01 36.1315303076600
2010-11-01 36.3278944261886
2010-12-01 37.3537018091962
2011-01-01 37.4519758228890
2011-02-01 37.7772167445583
2011-03-01 37.6657540050335
2011-04-01 36.9364848652396
2011-05-01 36.7417534633732
2011-06-01 36.7013819522991
2011-07-01 36.6977347872318
2011-08-01 36.8048403496704
2011-09-01 37.1846585951169
2011-10-01 37.5829371471014
2011-11-01 38.0420724232127
2011-12-01 37.6567054420939
2012-01-01 37.1204450292070
2012-02-01 38.0359806858936
2012-03-01 38.2780160563302
2012-04-01 38.4392123622560
2012-05-01 38.6674360325077
2012-06-01 38.5260963551105
2012-07-01 38.1826719337175
2012-08-01 39.0244885324448
2012-09-01 39.0926365700763
2012-10-01 39.4223289945646
2012-11-01 39.5659612678313
2012-12-01 39.7329091631152
2013-01-01 38.6297150544823
2013-02-01 39.2934114082215
2013-03-01 39.5025378500041
2013-04-01 39.7277083499684
2013-05-01 40.0528546012350
2013-06-01 39.8948854399560
2013-07-01 39.8961764634688
2013-08-01 39.9636829450758
2013-09-01 40.0715708033818
2013-10-01 40.4251884386801
2013-11-01 40.6562593521317
2013-12-01 40.5525088409956
2014-01-01 41.6429120774422
2014-02-01 41.8922230315093
2014-03-01 42.2012893895128
2014-04-01 42.7024702392410
2014-05-01 42.7090380856915
2014-06-01 42.5919090834810
2014-07-01 42.4165811851252
2014-08-01 42.6796713451604
2014-09-01 43.0425621058355
2014-10-01 43.0505988657091
2014-11-01 41.7129959800484
2014-12-01 41.8315989612422
2015-01-01 43.3093607608657
2015-02-01 43.2001896761547
2015-03-01 43.4340404311186
2015-04-01 43.6547815111792
2015-05-01 43.9160791186638
2015-06-01 44.1734775726767
2015-07-01 44.6365764604185
2015-08-01 44.3878059356875
2015-09-01 44.8873224429583
2015-10-01 44.5225596386726
2015-11-01 44.6472087924899
2015-12-01 44.8016546447113
2016-01-01 44.6548727605240
2016-02-01 44.6035976121181
2016-03-01 44.6816113231212
2016-04-01 45.1531228503599
2016-05-01 45.3064624741841
2016-06-01 45.6015964164106
2016-07-01 46.1711149540822
2016-08-01 45.9466274551776
2016-09-01 46.1787297221151
2016-10-01 44.5579963726651
2016-11-01 45.1194822889851
2016-12-01 44.8630028205548
2017-01-01 45.7995771596178
2017-02-01 46.0650709187771
2017-03-01 46.2183945171647
2017-04-01 46.3712365963636
2017-05-01 46.9368598240720
2017-06-01 46.9979101796166
2017-07-01 47.6844602523497
2017-08-01 47.4202107289549
2017-09-01 47.2854873856994
2017-10-01 47.1922391993169
2017-11-01 47.7046948592481
2017-12-01 47.6502333753930
2018-01-01 46.9146874944277
2018-02-01 47.4510654498261
2018-03-01 47.6907948699969
2018-04-01 47.4038356500051
2018-05-01 46.8716399857754
2018-06-01 48.3804904866886
2018-07-01 47.2971018369152
2018-08-01 48.0107046320607
2018-09-01 47.7245185659604
2018-10-01 48.0800095183224
2018-11-01 48.1566438647341
2018-12-01 48.6074394988816
2019-01-01 48.9506688782212
2019-02-01 49.0018453661169
2019-03-01 49.0314959103412
2019-04-01 47.3296653639225
2019-05-01 47.9379450277946
2019-06-01 47.6975107830715
2019-07-01 46.5272446691979
2019-08-01 47.0186112064610
2019-09-01 46.9739168347033
2019-10-01 47.8582543129387
2019-11-01 48.1533169483124
2019-12-01 48.0955728031701
2020-01-01 48.3746672685540
2020-02-01 48.3254223581478
2020-03-01 47.9892372518301
2020-04-01 41.5324569279542
2020-05-01 41.6290399133717
2020-06-01 41.7584264049095
2020-07-01 42.1863724075937
2020-08-01 42.2488586942178
2020-09-01 42.9293237257315
2020-10-01 42.2389445534630
2020-11-01 42.0231270273641
2020-12-01 41.3779582620802
2021-01-01 42.1167664571137
2021-02-01 42.2860940247450
2021-03-01 42.6165225826526
2021-04-01 43.2231481951641
2021-05-01 43.6853257233696
2021-06-01 43.7286759546688
2021-07-01 44.5342998957087
2021-08-01 44.6255887753213
2021-09-01 45.0715545261662
2021-10-01 45.2303258791516
2021-11-01 45.4041409556531
2021-12-01 45.5803636256680
2022-01-01 45.5104361786461
2022-02-01 45.8885844088978
2022-03-01 46.2139171570969
2022-04-01 46.7731031017478
2022-05-01 46.8931099974518
2022-06-01 47.2232327145985
2022-07-01 46.8757276667896
2022-08-01 47.2262706854983
2022-09-01 47.6499175428615
2022-10-01 47.4533795477251
2022-11-01 47.8986382463664
2022-12-01 48.1887996101026
2023-01-01 47.6935583747665
2023-02-01 48.3151248215576
2023-03-01 48.6947877466078
2023-04-01 48.4661618683038
2023-05-01 49.1587326275356
2023-06-01 49.9235825395058
2023-07-01 49.9059637516360
2023-08-01 50.1614110400296
2023-09-01 50.4705975494398
2023-10-01 50.5694933319018
2023-11-01 50.8006323429723
2023-12-01 50.9910146397978
2024-01-01 51.4193632398524
2024-02-01 51.8582864114440
2024-03-01 51.8778109071147
2024-04-01 52.2245434240113
2024-05-01 52.5156049860130
2024-06-01 52.7415009274229
2024-07-01 53.2889625010771
2024-08-01 53.4701168793635
2024-09-01 53.0353182790059
2024-10-01 53.2643796120580
2024-11-01 53.1947817912841
2024-12-01 53.3072113440374
2025-01-01 53.4177426120121
2025-02-01 53.4150417381677
2025-03-01 53.6092112374746
2025-04-01 53.7358001889144
2025-05-01 53.6375221950048
2025-06-01 51.6525913217344
2025-07-01 53.7576325101189
2025-08-01 53.1856485049735
2025-09-01 56.8027181461642
2025-10-01 56.3466104561191
2025-11-01 55.8927945898948
2025-12-01 56.2319942061126
2026-01-01 56.4344126508509
2026-02-01 56.1283623948094
2026-03-01 56.4029710925430

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