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 2026-08-01
Last Updated 2026-09-18 11:01 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 21.4890066617
1990-02-01 21.7732914883
1990-03-01 22.0095167413
1990-04-01 22.1538351362
1990-05-01 22.0440211322
1990-06-01 22.1655545043
1990-07-01 21.5314144218
1990-08-01 21.5550378141
1990-09-01 21.0398660505
1990-10-01 21.5101362294
1990-11-01 21.3210712645
1990-12-01 21.4220412882
1991-01-01 21.8501277465
1991-02-01 21.9750869680
1991-03-01 21.8950176695
1991-04-01 21.7813994676
1991-05-01 21.8838751676
1991-06-01 21.6540104854
1991-07-01 22.1568702888
1991-08-01 22.2369800997
1991-09-01 22.0336823420
1991-10-01 22.0182292669
1991-11-01 22.1882865206
1991-12-01 22.2135098504
1992-01-01 21.6904806793
1992-02-01 21.2893145091
1992-03-01 21.8575021244
1992-04-01 22.8715973050
1992-05-01 22.4029192659
1992-06-01 22.1415146760
1992-07-01 21.9036755639
1992-08-01 22.0765473732
1992-09-01 22.0050910773
1992-10-01 21.6651480781
1992-11-01 21.6309313741
1992-12-01 22.2412999349
1993-01-01 21.6686897580
1993-02-01 21.0600377149
1993-03-01 21.1290854443
1993-04-01 21.2188582749
1993-05-01 21.0895758162
1993-06-01 21.3869602473
1993-07-01 22.3410150527
1993-08-01 21.9405889787
1993-09-01 22.6647808324
1993-10-01 23.3069370235
1993-11-01 23.1818809823
1993-12-01 23.2441890279
1994-01-01 23.5214906958
1994-02-01 23.3080226537
1994-03-01 23.4585225750
1994-04-01 23.1318007187
1994-05-01 23.2195482229
1994-06-01 23.3069930580
1994-07-01 23.6720864229
1994-08-01 23.1387074428
1994-09-01 22.9071184186
1994-10-01 22.4661377160
1994-11-01 22.4494831148
1994-12-01 22.3141922413
1995-01-01 21.7253036937
1995-02-01 22.4706141595
1995-03-01 22.7166585873
1995-04-01 22.4049965106
1995-05-01 22.2604628607
1995-06-01 22.2214285095
1995-07-01 21.9799626184
1995-08-01 22.0314054329
1995-09-01 21.2802347769
1995-10-01 22.1169371491
1995-11-01 22.1127973218
1995-12-01 22.2420279498
1996-01-01 21.9029890721
1996-02-01 22.6847601891
1996-03-01 21.5188562366
1996-04-01 22.6443766547
1996-05-01 22.7274103550
1996-06-01 22.7542605681
1996-07-01 22.5782605291
1996-08-01 22.6629679179
1996-09-01 22.0073605242
1996-10-01 22.7211626851
1996-11-01 23.1148320667
1996-12-01 23.0118966336
1997-01-01 23.0951138422
1997-02-01 22.9190277665
1997-03-01 22.8402251708
1997-04-01 23.0989243220
1997-05-01 22.9704927291
1997-06-01 23.1050446415
1997-07-01 22.8308246637
1997-08-01 23.3830162504
1997-09-01 23.2682138048
1997-10-01 23.5265241963
1997-11-01 23.4460475464
1997-12-01 23.5843460343
1998-01-01 23.5333952117
1998-02-01 23.7893343378
1998-03-01 23.9162115715
1998-04-01 23.8529949043
1998-05-01 23.9044251982
1998-06-01 23.8918328459
1998-07-01 23.6941316576
1998-08-01 23.6112519192
1998-09-01 24.2565308076
1998-10-01 23.8845624326
1998-11-01 23.2139447448
1998-12-01 23.9595296973
1999-01-01 23.9901269076
1999-02-01 23.9604860430
1999-03-01 23.9680655527
1999-04-01 23.8516624768
1999-05-01 23.8942906183
1999-06-01 23.9870718402
1999-07-01 24.0804029041
1999-08-01 24.0122270781
1999-09-01 24.0759211820
1999-10-01 24.1628088260
1999-11-01 24.2222351304
1999-12-01 23.6654725763
2000-01-01 24.6524367378
2000-02-01 24.2717299281
2000-03-01 24.0409382399
2000-04-01 23.5619292902
2000-05-01 24.0948429119
2000-06-01 23.8945403221
2000-07-01 23.8873212117
2000-08-01 23.1475792361
2000-09-01 23.6395198540
2000-10-01 23.7604803796
2000-11-01 23.9666944822
2000-12-01 24.1494068922
2001-01-01 24.9537703227
2001-02-01 25.0760682474
2001-03-01 25.4542002576
2001-04-01 25.7077183954
2001-05-01 25.9345453133
2001-06-01 25.9380853369
2001-07-01 26.2930186563
2001-08-01 26.8836209473
2001-09-01 26.6323025396
2001-10-01 26.7569791122
2001-11-01 26.1935362046
2001-12-01 26.3951129460
2002-01-01 23.8478445299
2002-02-01 25.4787224120
2002-03-01 25.6118783498
2002-04-01 25.8485346707
2002-05-01 25.5467826292
2002-06-01 25.6556104394
2002-07-01 25.1756676588
2002-08-01 25.4103058458
2002-09-01 25.3957301419
2002-10-01 25.4982954163
2002-11-01 25.8135594901
2002-12-01 25.8443996208
2003-01-01 25.0848568378
2003-02-01 26.0313585493
2003-03-01 26.2090325347
2003-04-01 27.2745899061
2003-05-01 27.1872316899
2003-06-01 27.1976590889
2003-07-01 28.5856748401
2003-08-01 27.5740480010
2003-09-01 27.8295269492
2003-10-01 27.7150016501
2003-11-01 27.9220562384
2003-12-01 28.0307376689
2004-01-01 28.4285716214
2004-02-01 28.1737901493
2004-03-01 28.5013842017
2004-04-01 28.2424846593
2004-05-01 28.3657175777
2004-06-01 28.5586223729
2004-07-01 28.3004694125
2004-08-01 28.4567456969
2004-09-01 28.6304547682
2004-10-01 28.4342417953
2004-11-01 28.5935038450
2004-12-01 28.6050341742
2005-01-01 28.9254293494
2005-02-01 28.5979743306
2005-03-01 28.3347112864
2005-04-01 28.3238709147
2005-05-01 28.0908987648
2005-06-01 28.2245941295
2005-07-01 29.4481578707
2005-08-01 29.4993661063
2005-09-01 29.3597876504
2005-10-01 29.6585573295
2005-11-01 29.5693682671
2005-12-01 29.7792680519
2006-01-01 29.2647367455
2006-02-01 30.1340800258
2006-03-01 30.2850671713
2006-04-01 30.3217678516
2006-05-01 30.6978840707
2006-06-01 30.7793397103
2006-07-01 30.4506266521
2006-08-01 30.0099701778
2006-09-01 30.0238350529
2006-10-01 29.9439677838
2006-11-01 30.1764027869
2006-12-01 30.0357481568
2007-01-01 29.3017576578
2007-02-01 30.2249202700
2007-03-01 30.7164170391
2007-04-01 30.0135173446
2007-05-01 31.1198406597
2007-06-01 31.4487749922
2007-07-01 32.5084756652
2007-08-01 31.9720403042
2007-09-01 32.4859536496
2007-10-01 32.7359537074
2007-11-01 32.8261262475
2007-12-01 32.3823443935
2008-01-01 33.0545953912
2008-02-01 33.3875407680
2008-03-01 33.4609648813
2008-04-01 33.4029837258
2008-05-01 32.6668814615
2008-06-01 32.1795267542
2008-07-01 31.0193835179
2008-08-01 34.4988441280
2008-09-01 34.4050581852
2008-10-01 32.9207840168
2008-11-01 32.8617995822
2008-12-01 32.8538078935
2009-01-01 32.9672783239
2009-02-01 32.8251344102
2009-03-01 32.4717674310
2009-04-01 32.7699198484
2009-05-01 33.1300986766
2009-06-01 33.0446312884
2009-07-01 32.6481028105
2009-08-01 33.1354808432
2009-09-01 32.5564874560
2009-10-01 33.4120055015
2009-11-01 33.5853332922
2009-12-01 33.5021481747
2010-01-01 33.3434658726
2010-02-01 33.1628670412
2010-03-01 33.2369181863
2010-04-01 35.7480047412
2010-05-01 35.7845374519
2010-06-01 36.0254785016
2010-07-01 36.2096438209
2010-08-01 36.1757499587
2010-09-01 36.1753479063
2010-10-01 36.1331450575
2010-11-01 36.3336111617
2010-12-01 37.3278888626
2011-01-01 37.4469878734
2011-02-01 37.7731372236
2011-03-01 37.6610659004
2011-04-01 36.9439368053
2011-05-01 36.7483885016
2011-06-01 36.7085206048
2011-07-01 36.7032839229
2011-08-01 36.8119354483
2011-09-01 37.1901610000
2011-10-01 37.5881636466
2011-11-01 38.0528654092
2011-12-01 37.6015396374
2012-01-01 37.1190950994
2012-02-01 38.0362307860
2012-03-01 38.2775980009
2012-04-01 38.4471178036
2012-05-01 38.6750965214
2012-06-01 38.5349551253
2012-07-01 38.1904808008
2012-08-01 39.0343644221
2012-09-01 39.1016579338
2012-10-01 39.4311565331
2012-11-01 39.5816580199
2012-12-01 39.6433734216
2013-01-01 38.6325826959
2013-02-01 39.2982241109
2013-03-01 39.5067456054
2013-04-01 39.7361269631
2013-05-01 40.0613851658
2013-06-01 39.9045743883
2013-07-01 39.9091931408
2013-08-01 39.9744991212
2013-09-01 40.0837270567
2013-10-01 40.4357276729
2013-11-01 40.6736017000
2013-12-01 40.4373035511
2014-01-01 41.6499961910
2014-02-01 41.9017005685
2014-03-01 42.2104316612
2014-04-01 42.7115304020
2014-05-01 42.7183134710
2014-06-01 42.6019337422
2014-07-01 42.4350848784
2014-08-01 42.6906523100
2014-09-01 43.0573281227
2014-10-01 43.0627564044
2014-11-01 41.7308351187
2014-12-01 41.6969432542
2015-01-01 43.3218094111
2015-02-01 43.2125638028
2015-03-01 43.4452355204
2015-04-01 43.6650090003
2015-05-01 43.9273316815
2015-06-01 44.1822983263
2015-07-01 44.6590360384
2015-08-01 44.3964754869
2015-09-01 44.9016910647
2015-10-01 44.5324914665
2015-11-01 44.6621249581
2015-12-01 44.6662023878
2016-01-01 44.6687902250
2016-02-01 44.6157012992
2016-03-01 44.6922780776
2016-04-01 45.1644459152
2016-05-01 45.3199946815
2016-06-01 45.6099545810
2016-07-01 46.1897953353
2016-08-01 45.9533161393
2016-09-01 46.1893372443
2016-10-01 44.5635435221
2016-11-01 45.1282115239
2016-12-01 44.7615081784
2017-01-01 45.8096830042
2017-02-01 46.0715662553
2017-03-01 46.2229066632
2017-04-01 46.3848912393
2017-05-01 46.9530142558
2017-06-01 47.0054523518
2017-07-01 47.6978193348
2017-08-01 47.4240758027
2017-09-01 47.2911287912
2017-10-01 47.1926844956
2017-11-01 47.7066634162
2017-12-01 47.5899268605
2018-01-01 46.9177011372
2018-02-01 47.4504534965
2018-03-01 47.6875720256
2018-04-01 47.4190321790
2018-05-01 46.8880194166
2018-06-01 48.3882850287
2018-07-01 47.3011176480
2018-08-01 48.0136238897
2018-09-01 47.7257545424
2018-10-01 48.0784137560
2018-11-01 48.1545267711
2018-12-01 48.5857274150
2019-01-01 48.9481671828
2019-02-01 48.9942542811
2019-03-01 49.0201728399
2019-04-01 47.3443063603
2019-05-01 47.9537516587
2019-06-01 47.7053766514
2019-07-01 46.5254655641
2019-08-01 47.0203454351
2019-09-01 46.9716085606
2019-10-01 47.8552688895
2019-11-01 48.1498586120
2019-12-01 48.1051883732
2020-01-01 48.3717008001
2020-02-01 48.3165606477
2020-03-01 47.9763127723
2020-04-01 41.5275566438
2020-05-01 41.6373740178
2020-06-01 41.7779063317
2020-07-01 42.1756333489
2020-08-01 42.2467938791
2020-09-01 42.9239380278
2020-10-01 42.2372274890
2020-11-01 42.0227795135
2020-12-01 41.4082567815
2021-01-01 42.1202851761
2021-02-01 42.2827300209
2021-03-01 42.6071512713
2021-04-01 43.1981497271
2021-05-01 43.6826506417
2021-06-01 43.7528200456
2021-07-01 44.5107115595
2021-08-01 44.6103650893
2021-09-01 45.0603914017
2021-10-01 45.2310012314
2021-11-01 45.4151748877
2021-12-01 45.6315365750
2022-01-01 45.5373229562
2022-02-01 45.9076308735
2022-03-01 46.2214563848
2022-04-01 46.7255671466
2022-05-01 46.8663192010
2022-06-01 47.2477858826
2022-07-01 46.7818577397
2022-08-01 47.1820695796
2022-09-01 47.6254352538
2022-10-01 47.4652469164
2022-11-01 47.9568871117
2022-12-01 48.2687634015
2023-01-01 47.7554682653
2023-02-01 48.3678970638
2023-03-01 48.7283632830
2023-04-01 48.4104729190
2023-05-01 49.1288247507
2023-06-01 49.9273959807
2023-07-01 49.6755632353
2023-08-01 50.0366443116
2023-09-01 50.4335187825
2023-10-01 50.6041179177
2023-11-01 50.9254465018
2023-12-01 51.1156939803
2024-01-01 51.5341185220
2024-02-01 51.9632175913
2024-03-01 51.9544110439
2024-04-01 52.1567404002
2024-05-01 52.4858576685
2024-06-01 52.7414615194
2024-07-01 52.8656939650
2024-08-01 53.2225777868
2024-09-01 52.9850237240
2024-10-01 53.3292923234
2024-11-01 53.4010606513
2024-12-01 53.4819204906
2025-01-01 53.5808388781
2025-02-01 53.5650289157
2025-03-01 53.7220721861
2025-04-01 53.6734814638
2025-05-01 53.6276306837
2025-06-01 51.6434576761
2025-07-01 53.1785627960
2025-08-01 52.8180509705
2025-09-01 56.7428924385
2025-10-01 56.4396715731
2025-11-01 56.1610049892
2025-12-01 56.4619681527
2026-01-01 56.6434254275
2026-02-01 56.3207091000
2026-03-01 56.6475508046
2026-04-01 56.9255703048
2026-05-01 56.8862135004
2026-06-01 56.9586307808
2026-07-01 58.6930605913
2026-08-01 59.3722543121

Back to Top