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 2024-09-01
Last Updated 2024-10-23 5:36 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 21.490341911722002
1990-02-01 21.778345394270897
1990-03-01 22.011444144467000
1990-04-01 22.157619767971397
1990-05-01 22.045531609578800
1990-06-01 22.166311953179500
1990-07-01 21.523706556248303
1990-08-01 21.554009831885800
1990-09-01 21.036060375073500
1990-10-01 21.507219070172000
1990-11-01 21.320305865801200
1990-12-01 21.420661379352800
1991-01-01 21.852318021080197
1991-02-01 21.981331246529300
1991-03-01 21.898702354488897
1991-04-01 21.786546068570700
1991-05-01 21.886642706362200
1991-06-01 21.655389792264400
1991-07-01 22.143250502099104
1991-08-01 22.234843892609400
1991-09-01 22.028010919477700
1991-10-01 22.012982419575300
1991-11-01 22.186392452668800
1991-12-01 22.212784975103997
1992-01-01 21.693206896135603
1992-02-01 21.298087957013800
1992-03-01 21.869319076460000
1992-04-01 22.878849046398500
1992-05-01 22.406569633212104
1992-06-01 22.142970984245300
1992-07-01 21.884063144344100
1992-08-01 22.072167068686000
1992-09-01 21.994878036240600
1992-10-01 21.654199593559998
1992-11-01 21.621877877980500
1992-12-01 22.231161490104200
1993-01-01 21.679813386780100
1993-02-01 21.090796673687300
1993-03-01 21.160055018232400
1993-04-01 21.216937050766802
1993-05-01 21.087115584503500
1993-06-01 21.384412508429800
1993-07-01 22.315009309351396
1993-08-01 21.933008919718000
1993-09-01 22.647764973808400
1993-10-01 23.289699854871103
1993-11-01 23.165002509426497
1993-12-01 23.224833459757104
1994-01-01 23.544093331571100
1994-02-01 23.366975021850000
1994-03-01 23.515069446843600
1994-04-01 23.119106942175197
1994-05-01 23.207814341499800
1994-06-01 23.296066774175202
1994-07-01 23.652375947052000
1994-08-01 23.123815477444400
1994-09-01 22.881239439107198
1994-10-01 22.443436474770998
1994-11-01 22.426043241845600
1994-12-01 22.287422805562200
1995-01-01 21.757242999823700
1995-02-01 22.550678205246100
1995-03-01 22.786783432324600
1995-04-01 22.382108803414700
1995-05-01 22.240450585840200
1995-06-01 22.203659653620700
1995-07-01 21.973874269440103
1995-08-01 22.014104838664398
1995-09-01 21.240743059515700
1995-10-01 22.096300815658400
1995-11-01 22.088955236153804
1995-12-01 22.218521883246304
1996-01-01 21.937973086244195
1996-02-01 22.766997142424200
1996-03-01 21.586220751038603
1996-04-01 22.619993031694303
1996-05-01 22.704161021036000
1996-06-01 22.732366858139600
1996-07-01 22.591118581680103
1996-08-01 22.643898367915803
1996-09-01 21.953700952421100
1996-10-01 22.702826541624800
1996-11-01 23.088869475570500
1996-12-01 22.988764557377895
1997-01-01 23.133072224692196
1997-02-01 22.999525448513303
1997-03-01 22.903367244602500
1997-04-01 23.076800427987800
1997-05-01 22.945493391291500
1997-06-01 23.082481732991400
1997-07-01 22.852614183980197
1997-08-01 23.369399938186300
1997-09-01 23.204235222722000
1997-10-01 23.516021908152500
1997-11-01 23.425943273187300
1997-12-01 23.571823493177400
1998-01-01 23.563626951370100
1998-02-01 23.847783905275100
1998-03-01 23.959647416736600
1998-04-01 23.844096881019700
1998-05-01 23.884049392617698
1998-06-01 23.871681697003304
1998-07-01 23.722615441429202
1998-08-01 23.604923877741200
1998-09-01 24.195666511990200
1998-10-01 23.877935155820500
1998-11-01 23.199839589594802
1998-12-01 23.955244061701304
1999-01-01 24.011497007775503
1999-02-01 23.993234837340400
1999-03-01 23.988078478404198
1999-04-01 23.857530347912604
1999-05-01 23.882051459453300
1999-06-01 23.974005075405700
1999-07-01 24.099677232403003
1999-08-01 24.017414822292600
1999-09-01 24.023983897334400
1999-10-01 24.161570373130900
1999-11-01 24.214490810812602
1999-12-01 23.670042427741400
2000-01-01 24.663374432656003
2000-02-01 24.279342092181600
2000-03-01 24.044038291240696
2000-04-01 23.577352274209900
2000-05-01 24.090962142234100
2000-06-01 23.888452416771603
2000-07-01 23.895734405737702
2000-08-01 23.158701216167604
2000-09-01 23.605944453125800
2000-10-01 23.758259466284102
2000-11-01 23.959826323441000
2000-12-01 24.150455491911600
2001-01-01 24.962277686603603
2001-02-01 25.079706655795000
2001-03-01 25.453497633776397
2001-04-01 25.722812498678497
2001-05-01 25.931775756493900
2001-06-01 25.934913350625802
2001-07-01 26.288726202821397
2001-08-01 26.899555340145003
2001-09-01 26.612633231470000
2001-10-01 26.754394338490897
2001-11-01 26.188277145844100
2001-12-01 26.394341976285100
2002-01-01 23.855168822403602
2002-02-01 25.480777076843000
2002-03-01 25.610363179405798
2002-04-01 25.857392327220800
2002-05-01 25.544190363635103
2002-06-01 25.652350791096100
2002-07-01 25.170902045393895
2002-08-01 25.421307945292696
2002-09-01 25.391011975108400
2002-10-01 25.493940910074300
2002-11-01 25.810014075575800
2002-12-01 25.842069815523700
2003-01-01 25.093119325615900
2003-02-01 26.032894381636100
2003-03-01 26.207518910389500
2003-04-01 27.278172992880002
2003-05-01 27.185127122808600
2003-06-01 27.195261146777202
2003-07-01 28.582087470054397
2003-08-01 27.581520946067300
2003-09-01 27.826682696190602
2003-10-01 27.712423194364300
2003-11-01 27.919879280719200
2003-12-01 28.028742832880997
2004-01-01 28.438098075934800
2004-02-01 28.174755266968500
2004-03-01 28.500396657902197
2004-04-01 28.240248206300800
2004-05-01 28.364784593130803
2004-06-01 28.557613097643500
2004-07-01 28.299593918635400
2004-08-01 28.459542443615398
2004-09-01 28.629280277473600
2004-10-01 28.432984126927500
2004-11-01 28.592175011377396
2004-12-01 28.603525192698500
2005-01-01 28.934470795711004
2005-02-01 28.597761864618697
2005-03-01 28.333520373720800
2005-04-01 28.321256160678700
2005-05-01 28.090106190261500
2005-06-01 28.223816203527605
2005-07-01 29.449463381290997
2005-08-01 29.498895332255500
2005-09-01 29.359365781100300
2005-10-01 29.657899780405604
2005-11-01 29.568748494060500
2005-12-01 29.778516743366900
2006-01-01 29.272351798036000
2006-02-01 30.133328831520200
2006-03-01 30.284116823497400
2006-04-01 30.318792846881298
2006-05-01 30.696963155389000
2006-06-01 30.778137171437603
2006-07-01 30.453362267253500
2006-08-01 30.009113605812400
2006-09-01 30.023340631082100
2006-10-01 29.943050181462603
2006-11-01 30.175852662855100
2006-12-01 30.035300760993500
2007-01-01 29.308272964231700
2007-02-01 30.225236749854396
2007-03-01 30.716931622175498
2007-04-01 30.009411593146700
2007-05-01 31.118128368385300
2007-06-01 31.447022593051802
2007-07-01 32.511886003443800
2007-08-01 31.970972961898800
2007-09-01 32.485598028211700
2007-10-01 32.734842852672600
2007-11-01 32.825721573912600
2007-12-01 32.382424739704200
2008-01-01 33.060349028992600
2008-02-01 33.389572033180800
2008-03-01 33.463559159202800
2008-04-01 33.397144252990100
2008-05-01 32.664227940581000
2008-06-01 32.177139252989000
2008-07-01 31.021987104213000
2008-08-01 34.497339051426800
2008-09-01 34.404895008925500
2008-10-01 32.920040978262700
2008-11-01 32.860485848225600
2008-12-01 32.855017527180100
2009-01-01 32.972864368763500
2009-02-01 32.828975816975900
2009-03-01 32.476243367331600
2009-04-01 32.763258595637600
2009-05-01 33.126158407378200
2009-06-01 33.040966352435500
2009-07-01 32.649393370906700
2009-08-01 33.133112399014700
2009-09-01 32.556150960811800
2009-10-01 33.411903769064494
2009-11-01 33.583582187824895
2009-12-01 33.505095423601000
2010-01-01 33.350875390028700
2010-02-01 33.167887558151804
2010-03-01 33.241898748458000
2010-04-01 35.741191665549100
2010-05-01 35.779623627188400
2010-06-01 36.020174990158790
2010-07-01 36.207980817366600
2010-08-01 36.171099196964704
2010-09-01 36.172679181250900
2010-10-01 36.130669675477705
2010-11-01 36.327153993800295
2010-12-01 37.352493691959400
2011-01-01 37.454198615008700
2011-02-01 37.776824083726900
2011-03-01 37.665312601319300
2011-04-01 36.936509245014600
2011-05-01 36.742050475252000
2011-06-01 36.701430097737706
2011-07-01 36.698248730838790
2011-08-01 36.804631528182100
2011-09-01 37.184107502258100
2011-10-01 37.582278416051500
2011-11-01 38.041958500721300
2011-12-01 37.655237921993900
2012-01-01 37.123490841684200
2012-02-01 38.036424070025200
2012-03-01 38.278353804798200
2012-04-01 38.439529885342004
2012-05-01 38.667166594794600
2012-06-01 38.525340458871604
2012-07-01 38.181364799839800
2012-08-01 39.023515116528800
2012-09-01 39.091794829595900
2012-10-01 39.421876519560200
2012-11-01 39.566559196923200
2012-12-01 39.731086832985600
2013-01-01 38.633556226484710
2013-02-01 39.294961187481500
2013-03-01 39.504119622209295
2013-04-01 39.729354275729400
2013-05-01 40.054202426151900
2013-06-01 39.895961798038500
2013-07-01 39.879994787604105
2013-08-01 39.964453695394894
2013-09-01 40.074375259117900
2013-10-01 40.425684804185600
2013-11-01 40.657977572802000
2013-12-01 40.549133851257900
2014-01-01 41.647052846785400
2014-02-01 41.895220661601400
2014-03-01 42.204793104972400
2014-04-01 42.706507656667900
2014-05-01 42.713330133806900
2014-06-01 42.596226339162100
2014-07-01 42.378875462364704
2014-08-01 42.683181280833500
2014-09-01 43.049960372474700
2014-10-01 43.052585977029000
2014-11-01 41.715986252513900
2014-12-01 41.826872549225200
2015-01-01 43.312811290005290
2015-02-01 43.204332403103900
2015-03-01 43.438807398437010
2015-04-01 43.660092879253100
2015-05-01 43.922638330576200
2015-06-01 44.190470315306500
2015-07-01 44.573053493686890
2015-08-01 44.392121162526706
2015-09-01 44.898116215086300
2015-10-01 44.525199472395200
2015-11-01 44.651114520859200
2015-12-01 44.795628832190800
2016-01-01 44.657199316126700
2016-02-01 44.608178137216210
2016-03-01 44.688960711071500
2016-04-01 45.159881625777500
2016-05-01 45.315357663468106
2016-06-01 45.632363391543400
2016-07-01 46.087265126053400
2016-08-01 45.952796328742295
2016-09-01 46.182449211867900
2016-10-01 44.562291640117210
2016-11-01 45.124313646198594
2016-12-01 44.858417435158900
2017-01-01 45.801026625254790
2017-02-01 46.068784586738100
2017-03-01 46.226651602613790
2017-04-01 46.380100347067300
2017-05-01 46.948690884118100
2017-06-01 47.043631871658000
2017-07-01 47.585883621658000
2017-08-01 47.428470366364095
2017-09-01 47.272894438743500
2017-10-01 47.198404329480496
2017-11-01 47.710712474614800
2017-12-01 47.649814146058700
2018-01-01 46.917040924898500
2018-02-01 47.454782064930600
2018-03-01 47.700807735518210
2018-04-01 47.415032369076606
2018-05-01 46.884270368137294
2018-06-01 48.427692220439900
2018-07-01 47.204297273568706
2018-08-01 48.017699602527600
2018-09-01 47.689851797611000
2018-10-01 48.086767477241295
2018-11-01 48.164612848021896
2018-12-01 48.616518212904100
2019-01-01 48.958334112488394
2019-02-01 49.009857079965000
2019-03-01 49.043287538335110
2019-04-01 47.341001090249390
2019-05-01 47.946042701622105
2019-06-01 47.735778794499105
2019-07-01 46.450836784041606
2019-08-01 47.013899092702600
2019-09-01 46.919763331673200
2019-10-01 47.859631878802500
2019-11-01 48.159638971852210
2019-12-01 48.112327853046700
2020-01-01 48.424648834460300
2020-02-01 48.339210407298204
2020-03-01 48.003974024641295
2020-04-01 41.549566318556710
2020-05-01 41.624739624869000
2020-06-01 41.753917924769894
2020-07-01 42.125701303846796
2020-08-01 42.221411987486000
2020-09-01 42.860897828604100
2020-10-01 42.246375656491000
2020-11-01 42.036536390532300
2020-12-01 41.391114555485100
2021-01-01 42.238214369544100
2021-02-01 42.309441038813000
2021-03-01 42.627649463022100
2021-04-01 43.264089496623110
2021-05-01 43.650258973461600
2021-06-01 43.650222494246100
2021-07-01 44.460526522414290
2021-08-01 44.561310245130210
2021-09-01 44.977188093914500
2021-10-01 45.259375823189200
2021-11-01 45.437355403507990
2021-12-01 45.606685258097706
2022-01-01 45.763547708791290
2022-02-01 45.924157005686105
2022-03-01 46.233894180625896
2022-04-01 46.861133971036000
2022-05-01 46.811237139186204
2022-06-01 47.008691686097000
2022-07-01 46.728276286058290
2022-08-01 47.103045910810700
2022-09-01 47.542449433434705
2022-10-01 47.533814824900396
2022-11-01 47.978406064199500
2022-12-01 48.253353372725200
2023-01-01 48.112004969014400
2023-02-01 48.352617671114295
2023-03-01 48.726028335691005
2023-04-01 48.594865901207800
2023-05-01 49.017326220788895
2023-06-01 49.434836954346890
2023-07-01 49.444836298280790
2023-08-01 49.738536550405705
2023-09-01 49.948807741836994
2023-10-01 49.148400034052100
2023-11-01 49.377557169092290
2023-12-01 50.519375721071500
2024-01-01 50.213548170576296
2024-02-01 50.632937734355096
2024-03-01 50.769135931272100
2024-04-01 50.820914777003296
2024-05-01 51.341824197430500
2024-06-01 51.465057844809800
2024-07-01 53.020440988731200
2024-08-01 52.213698421961100
2024-09-01 52.220688578223400

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