Federal Reserve Economic Data

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 2024-11-01
Last Updated 2024-12-21 5:56 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 21.489010336788102
1990-02-01 21.773298611683302
1990-03-01 22.009523129591898
1990-04-01 22.153843531400800
1990-05-01 22.044026796111500
1990-06-01 22.165558771113400
1990-07-01 21.531394821003400
1990-08-01 21.555036853442896
1990-09-01 21.039860489258302
1990-10-01 21.510126313684896
1990-11-01 21.321068084860400
1990-12-01 21.422038219139896
1991-01-01 21.850132684495396
1991-02-01 21.975096868853804
1991-03-01 21.895027689704598
1991-04-01 21.781410970818000
1991-05-01 21.883883354799300
1991-06-01 21.654015782683600
1991-07-01 22.156841146195998
1991-08-01 22.236977607168400
1991-09-01 22.033673412550000
1991-10-01 22.018213445449400
1991-11-01 22.188279052616302
1991-12-01 22.213503204109500
1992-01-01 21.690485092726604
1992-02-01 21.289321325491603
1992-03-01 21.857555593221100
1992-04-01 22.871606279377500
1992-05-01 22.402924812245600
1992-06-01 22.141517479001102
1992-07-01 21.903635342040000
1992-08-01 22.076541007062303
1992-09-01 22.005071458915200
1992-10-01 21.665123030669400
1992-11-01 21.630913646566000
1992-12-01 22.241279712199300
1993-01-01 21.668719363714200
1993-02-01 21.060026788598800
1993-03-01 21.129219133302897
1993-04-01 21.218852172697100
1993-05-01 21.089569765203500
1993-06-01 21.386954116893100
1993-07-01 22.340965739579600
1993-08-01 21.940576275381400
1993-09-01 22.664738813496300
1993-10-01 23.306902655229003
1993-11-01 23.181852025590200
1993-12-01 23.244155055655900
1994-01-01 23.521551904494500
1994-02-01 23.307992641285896
1994-03-01 23.458762931287400
1994-04-01 23.131779043486000
1994-05-01 23.219529628560500
1994-06-01 23.306976545045700
1994-07-01 23.672023003028300
1994-08-01 23.138684952057900
1994-09-01 22.907052443933395
1994-10-01 22.466097578874503
1994-11-01 22.449447792418400
1994-12-01 22.314153275238600
1995-01-01 21.725391779362997
1995-02-01 22.470576291585804
1995-03-01 22.716940624237300
1995-04-01 22.404967603602902
1995-05-01 22.260437734296303
1995-06-01 22.221406459260802
1995-07-01 21.979906221630202
1995-08-01 22.031380967264400
1995-09-01 21.280129812275700
1995-10-01 22.116904968673300
1995-11-01 22.112752330311302
1995-12-01 22.241999823855200
1996-01-01 21.903088481441300
1996-02-01 22.684733291967397
1996-03-01 21.519132929752100
1996-04-01 22.644355158976897
1996-05-01 22.727388593647700
1996-06-01 22.754237777556500
1996-07-01 22.578204829321297
1996-08-01 22.662924932493800
1996-09-01 22.007198898277900
1996-10-01 22.721119897189500
1996-11-01 23.114761675419000
1996-12-01 23.011856955952200
1997-01-01 23.095343654510604
1997-02-01 22.919017409449200
1997-03-01 22.840487550268502
1997-04-01 23.098935393796300
1997-05-01 22.970469054362700
1997-06-01 23.105003821443500
1997-07-01 22.830745514642000
1997-08-01 23.382929737014898
1997-09-01 23.267959376194400
1997-10-01 23.526454850402303
1997-11-01 23.445967426078200
1997-12-01 23.584336576400197
1998-01-01 23.533771919422804
1998-02-01 23.789397518357802
1998-03-01 23.916433251462102
1998-04-01 23.853057735234298
1998-05-01 23.904405145470400
1998-06-01 23.891784669415003
1998-07-01 23.694024332060800
1998-08-01 23.610961948644600
1998-09-01 24.256200050520200
1998-10-01 23.884403234933700
1998-11-01 23.213764626636200
1998-12-01 23.959377324490298
1999-01-01 23.991181488941397
1999-02-01 23.960905025948000
1999-03-01 23.968044820284000
1999-04-01 23.851636530600100
1999-05-01 23.894185013658298
1999-06-01 23.986953104118100
1999-07-01 24.080289567395200
1999-08-01 24.011711214434200
1999-09-01 24.075518772381300
1999-10-01 24.162554112284496
1999-11-01 24.221950432581394
1999-12-01 23.665213246578997
2000-01-01 24.654352588427300
2000-02-01 24.272557342981802
2000-03-01 24.040764799768800
2000-04-01 23.561500249935600
2000-05-01 24.094676919505800
2000-06-01 23.894367772465900
2000-07-01 23.887228908540397
2000-08-01 23.146866061014500
2000-09-01 23.639093568557897
2000-10-01 23.760132571100502
2000-11-01 23.966310761854600
2000-12-01 24.148992219153598
2001-01-01 24.956713618241200
2001-02-01 25.077279967570400
2001-03-01 25.453852920107800
2001-04-01 25.706750974456700
2001-05-01 25.934250824341802
2001-06-01 25.937789341777100
2001-07-01 26.292907654638800
2001-08-01 26.882719309274000
2001-09-01 26.631808919720502
2001-10-01 26.756539609050698
2001-11-01 26.193109733020897
2001-12-01 26.394667654587003
2002-01-01 23.851315587324200
2002-02-01 25.479945776787897
2002-03-01 25.611496161444602
2002-04-01 25.847120145882300
2002-05-01 25.546426614679298
2002-06-01 25.655253706737398
2002-07-01 25.175679383649200
2002-08-01 25.409422862071700
2002-09-01 25.395295181255197
2002-10-01 25.497846718051800
2002-11-01 25.813080290810700
2002-12-01 25.843852557264500
2003-01-01 25.089283402689800
2003-02-01 26.032401266078600
2003-03-01 26.208433025449400
2003-04-01 27.272891009322400
2003-05-01 27.186729731053700
2003-06-01 27.197208429807000
2003-07-01 28.585845681224104
2003-08-01 27.573304542021700
2003-09-01 27.829115667004000
2003-10-01 27.714562067351302
2003-11-01 27.921568082748298
2003-12-01 28.030183596258100
2004-01-01 28.433845551970500
2004-02-01 28.174328298688700
2004-03-01 28.500749201496500
2004-04-01 28.240354101789700
2004-05-01 28.365215154130397
2004-06-01 28.558164929773700
2004-07-01 28.301204160578102
2004-08-01 28.456193973639397
2004-09-01 28.630086298782896
2004-10-01 28.433846126105500
2004-11-01 28.593064141764700
2004-12-01 28.604525745244900
2005-01-01 28.930507350099003
2005-02-01 28.597936598004498
2005-03-01 28.334033656890500
2005-04-01 28.321627262532896
2005-05-01 28.090461992559298
2005-06-01 28.224036385112000
2005-07-01 29.449833627416200
2005-08-01 29.498942457739396
2005-09-01 29.359451523630200
2005-10-01 29.658112397949400
2005-11-01 29.569025615375498
2005-12-01 29.778958346744600
2006-01-01 29.269033486210700
2006-02-01 30.133668616610304
2006-03-01 30.284472562333498
2006-04-01 30.319339493641700
2006-05-01 30.697484090170303
2006-06-01 30.778589247425900
2006-07-01 30.453240645569000
2006-08-01 30.009399335172500
2006-09-01 30.023522705663600
2006-10-01 29.943320748621800
2006-11-01 30.176013369447897
2006-12-01 30.035539718149100
2007-01-01 29.305426069839800
2007-02-01 30.225117383960498
2007-03-01 30.716733155557800
2007-04-01 30.010476227433198
2007-05-01 31.118959575737800
2007-06-01 31.447655117972400
2007-07-01 32.511578717405500
2007-08-01 31.971329576211100
2007-09-01 32.485722963800995
2007-10-01 32.735102188453396
2007-11-01 32.825744793245800
2007-12-01 32.382412170993400
2008-01-01 33.057960392031200
2008-02-01 33.388894118100600
2008-03-01 33.462712218071800
2008-04-01 33.398770290945200
2008-05-01 32.665394992556400
2008-06-01 32.177952279707400
2008-07-01 31.021780013708895
2008-08-01 34.497742912301696
2008-09-01 34.404909703815896
2008-10-01 32.920206905442804
2008-11-01 32.860444243981200
2008-12-01 32.854776702544605
2009-01-01 32.971094756054605
2009-02-01 32.827828787435195
2009-03-01 32.474832589906896
2009-04-01 32.765206986700896
2009-05-01 33.127633577857600
2009-06-01 33.041965477976305
2009-07-01 32.649336332533196
2009-08-01 33.133504454621600
2009-09-01 32.556086979976700
2009-10-01 33.411951055465195
2009-11-01 33.583508143689900
2009-12-01 33.504664805476800
2010-01-01 33.349409665880195
2010-02-01 33.166607679964600
2010-03-01 33.240390372633904
2010-04-01 35.743184027186500
2010-05-01 35.781182014092900
2010-06-01 36.021283489772294
2010-07-01 36.208214123453700
2010-08-01 36.171526318275205
2010-09-01 36.172580352846700
2010-10-01 36.130651096380205
2010-11-01 36.327158047540000
2010-12-01 37.351961634830396
2011-01-01 37.452603061916200
2011-02-01 37.775443515669295
2011-03-01 37.663629043442896
2011-04-01 36.938424532703294
2011-05-01 36.743529316463790
2011-06-01 36.702460177415900
2011-07-01 36.698666560151100
2011-08-01 36.804970208326500
2011-09-01 37.183999084892400
2011-10-01 37.582171093469100
2011-11-01 38.041979140568500
2011-12-01 37.654713041323106
2012-01-01 37.122092609728300
2012-02-01 38.035457679285800
2012-03-01 38.277233405727400
2012-04-01 38.440896023546900
2012-05-01 38.668249760456600
2012-06-01 38.526144230376600
2012-07-01 38.181842416745700
2012-08-01 39.023781714909795
2012-09-01 39.091734760677500
2012-10-01 39.421737926318200
2012-11-01 39.566630693190300
2012-12-01 39.730634146517890
2013-01-01 38.632381736975700
2013-02-01 39.294437095730790
2013-03-01 39.503571821964300
2013-04-01 39.730122526778700
2013-05-01 40.054853823345000
2013-06-01 39.896475821401500
2013-07-01 39.880297750118000
2013-08-01 39.964611165927800
2013-09-01 40.074489099826800
2013-10-01 40.425588519737900
2013-11-01 40.658006459450604
2013-12-01 40.548723530267500
2014-01-01 41.646233413815500
2014-02-01 41.895113289616496
2014-03-01 42.204824385122400
2014-04-01 42.706640799449396
2014-05-01 42.713544436098296
2014-06-01 42.596469975533900
2014-07-01 42.379057925256600
2014-08-01 42.683301192152800
2014-09-01 43.050279737024710
2014-10-01 43.052620159775710
2014-11-01 41.716000777654000
2014-12-01 41.826468578821200
2015-01-01 43.312224555200700
2015-02-01 43.204280827379900
2015-03-01 43.438811389317210
2015-04-01 43.660154495290500
2015-05-01 43.922809727170200
2015-06-01 44.190653510915700
2015-07-01 44.573188791384496
2015-08-01 44.392216741634705
2015-09-01 44.898619827241500
2015-10-01 44.525297881601600
2015-11-01 44.650995986600100
2015-12-01 44.795091483488100
2016-01-01 44.656708723517504
2016-02-01 44.608026404440600
2016-03-01 44.688549825124900
2016-04-01 45.160293023679800
2016-05-01 45.315685302284000
2016-06-01 45.632742672651600
2016-07-01 46.087259543201505
2016-08-01 45.953104520795790
2016-09-01 46.183005860229700
2016-10-01 44.562519111673900
2016-11-01 45.124198505497000
2016-12-01 44.857792771908800
2017-01-01 45.800190957031795
2017-02-01 46.068055922631395
2017-03-01 46.225019246162795
2017-04-01 46.381707903291800
2017-05-01 46.949700796412600
2017-06-01 47.044467084241504
2017-07-01 47.585762567094200
2017-08-01 47.428929106358204
2017-09-01 47.273488536451800
2017-10-01 47.198574266518000
2017-11-01 47.710425269146900
2017-12-01 47.649361737746496
2018-01-01 46.915754076465596
2018-02-01 47.453394762077600
2018-03-01 47.697855980375610
2018-04-01 47.417868802993794
2018-05-01 46.885837977644300
2018-06-01 48.428922805432700
2018-07-01 47.204057602608300
2018-08-01 48.018363608769900
2018-09-01 47.690415120396500
2018-10-01 48.086957075212100
2018-11-01 48.164305791305296
2018-12-01 48.616471211777600
2019-01-01 48.956713107294995
2019-02-01 49.007934416893704
2019-03-01 49.039494047381800
2019-04-01 47.344502599988900
2019-05-01 47.947904904306200
2019-06-01 47.736777208803204
2019-07-01 46.450181086685000
2019-08-01 47.014201611782000
2019-09-01 46.920198904564800
2019-10-01 47.859938160780295
2019-11-01 48.159718123763504
2019-12-01 48.113277775692396
2020-01-01 48.423672157851600
2020-02-01 48.337827104064600
2020-03-01 48.000832447111600
2020-04-01 41.552644028411300
2020-05-01 41.625612032321290
2020-06-01 41.753313344035604
2020-07-01 42.123134691482800
2020-08-01 42.219456036291106
2020-09-01 42.859182354409500
2020-10-01 42.251356798114000
2020-11-01 42.040864314307200
2020-12-01 41.389260333923600
2021-01-01 42.238566707283700
2021-02-01 42.309368992161600
2021-03-01 42.626409714417290
2021-04-01 43.267480606156305
2021-05-01 43.650471044203904
2021-06-01 43.647892095235300
2021-07-01 44.454311513209500
2021-08-01 44.555232513272706
2021-09-01 44.957834573366500
2021-10-01 45.280822025019290
2021-11-01 45.451285475252700
2021-12-01 45.602290972368200
2022-01-01 45.766064977338400
2022-02-01 45.925665179907400
2022-03-01 46.234333812420800
2022-04-01 46.863232237713795
2022-05-01 46.809037067305300
2022-06-01 47.003079926878100
2022-07-01 46.716768464620294
2022-08-01 47.093987834041000
2022-09-01 47.506351862078300
2022-10-01 47.576652075570000
2022-11-01 48.000218135600800
2022-12-01 48.244513799457295
2023-01-01 48.116555271475300
2023-02-01 48.355549313043400
2023-03-01 48.728295368880900
2023-04-01 48.595475883635200
2023-05-01 49.012563464705200
2023-06-01 49.425833712540395
2023-07-01 49.427359413302500
2023-08-01 49.727328849925900
2023-09-01 49.892233855507605
2023-10-01 49.216304447739894
2023-11-01 49.405818563868800
2023-12-01 50.508558617283500
2024-01-01 50.219581771740100
2024-02-01 50.636417766270110
2024-03-01 50.771798579257300
2024-04-01 50.819463118160600
2024-05-01 51.333321285181400
2024-06-01 51.451203636325900
2024-07-01 52.995497033280710
2024-08-01 52.200530645027000
2024-09-01 52.365532295148400
2024-10-01 52.221384294659394
2024-11-01 52.353350669163200

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