Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846562000001SA
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 2024-10-01
Last Updated 2024-11-20 5:55 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 79.03700080240130
1990-02-01 79.11949349547690
1990-03-01 79.47246945261699
1990-04-01 80.35135486723380
1990-05-01 80.89650007144300
1990-06-01 81.42992369974479
1990-07-01 82.29201934365159
1990-08-01 83.41357074560740
1990-09-01 83.65866913759230
1990-10-01 83.67618784042930
1990-11-01 83.85166454644421
1990-12-01 84.32422903169010
1991-01-01 83.25133251266220
1991-02-01 84.29362582160660
1991-03-01 83.71275203288960
1991-04-01 85.48992218073210
1991-05-01 85.70536537116901
1991-06-01 85.78673912874970
1991-07-01 86.21063983004879
1991-08-01 86.32695772604580
1991-09-01 85.85118985377550
1991-10-01 87.72036719520071
1991-11-01 87.17122950161051
1991-12-01 87.46464545296670
1992-01-01 87.46747986977860
1992-02-01 87.91735819377480
1992-03-01 87.78111794251200
1992-04-01 88.27299960278499
1992-05-01 88.32825677100750
1992-06-01 88.30401355740410
1992-07-01 89.03136614088580
1992-08-01 88.15897690024721
1992-09-01 87.85273657512090
1992-10-01 89.07397779404150
1992-11-01 89.11275444138970
1992-12-01 89.43419276242690
1993-01-01 90.08475063633530
1993-02-01 89.82019681920731
1993-03-01 89.64769234139830
1993-04-01 89.54682430355580
1993-05-01 89.71285259048910
1993-06-01 90.06812050279021
1993-07-01 90.16994962048170
1993-08-01 90.42002671025630
1993-09-01 90.65773881387909
1993-10-01 90.72987400865559
1993-11-01 90.98745126673250
1993-12-01 91.52858463521000
1994-01-01 90.09546015065170
1994-02-01 90.06375719251369
1994-03-01 90.20576820474330
1994-04-01 89.67846468004579
1994-05-01 89.74876908342800
1994-06-01 89.81235890891442
1994-07-01 89.72804014478642
1994-08-01 89.88792499586559
1994-09-01 89.89425093892260
1994-10-01 89.58102150954728
1994-11-01 89.74392309190380
1994-12-01 90.07338097014610
1995-01-01 91.24184987555590
1995-02-01 91.46410844490440
1995-03-01 91.50332768730560
1995-04-01 91.03624180825500
1995-05-01 90.93661881145849
1995-06-01 91.27236717164301
1995-07-01 91.89768154749349
1995-08-01 92.26005521785710
1995-09-01 92.83919333100071
1995-10-01 92.03963740776621
1995-11-01 92.10605771667379
1995-12-01 92.40301638716879
1996-01-01 92.68397518158480
1996-02-01 92.68059534812859
1996-03-01 92.52441134916641
1996-04-01 93.05637771373650
1996-05-01 93.45050789694210
1996-06-01 93.70220973383740
1996-07-01 93.44625676429670
1996-08-01 93.39454124711760
1996-09-01 92.98715878558830
1996-10-01 94.40134246289440
1996-11-01 94.43768915318880
1996-12-01 94.34872683031000
1997-01-01 93.43851054965022
1997-02-01 94.17921351464001
1997-03-01 95.71308092356341
1997-04-01 96.66562837949009
1997-05-01 96.78815006197159
1997-06-01 96.69074854822391
1997-07-01 95.99136079149780
1997-08-01 95.71680984420460
1997-09-01 95.62255291000440
1997-10-01 96.02626889133460
1997-11-01 96.13993290132228
1997-12-01 96.44890419162350
1998-01-01 99.90753803843211
1998-02-01 100.15525670153800
1998-03-01 100.60701557212600
1998-04-01 101.23732586090700
1998-05-01 101.58245365566100
1998-06-01 101.94438108892099
1998-07-01 102.63233801738001
1998-08-01 103.15815605496300
1998-09-01 103.24044668211701
1998-10-01 104.76887125796400
1998-11-01 105.53673904643298
1998-12-01 105.80550800783199
1999-01-01 107.13105012958799
1999-02-01 107.14541466047399
1999-03-01 106.82278789616100
1999-04-01 105.65009412759599
1999-05-01 106.02298912270800
1999-06-01 106.34715156270000
1999-07-01 106.73787797962099
1999-08-01 106.69074445478200
1999-09-01 106.71812879713600
1999-10-01 105.74506760737900
1999-11-01 105.60099406451700
1999-12-01 105.50278391759399
2000-01-01 105.09125017468000
2000-02-01 105.17384280879999
2000-03-01 104.92850610067300
2000-04-01 105.20247917548500
2000-05-01 105.39431434620501
2000-06-01 105.47241331260800
2000-07-01 105.39249624155799
2000-08-01 105.56513468174101
2000-09-01 106.07559952901700
2000-10-01 106.40371501176901
2000-11-01 106.95953410590799
2000-12-01 107.90557950939000
2001-01-01 105.49638441502500
2001-02-01 106.06938867834400
2001-03-01 106.46822293855200
2001-04-01 106.22542584478201
2001-05-01 106.90389702653401
2001-06-01 107.00320551310301
2001-07-01 109.07321357919001
2001-08-01 109.01000469219300
2001-09-01 108.94505036741100
2001-10-01 109.83817793213600
2001-11-01 110.00049917531300
2001-12-01 110.32952406033600
2002-01-01 110.61533709597799
2002-02-01 111.31808721174100
2002-03-01 112.09823179057899
2002-04-01 108.53134434053301
2002-05-01 108.57060326954901
2002-06-01 108.21146829650600
2002-07-01 110.84322481148900
2002-08-01 109.93466220645200
2002-09-01 109.87342623081699
2002-10-01 109.62523914456101
2002-11-01 109.70645795022800
2002-12-01 109.47638224095700
2003-01-01 110.55262670346000
2003-02-01 110.96439126898198
2003-03-01 111.64592401281000
2003-04-01 113.09149520111000
2003-05-01 114.01743902743601
2003-06-01 114.49047338378400
2003-07-01 114.54660155826900
2003-08-01 114.65575443913600
2003-09-01 114.91720798796200
2003-10-01 115.23527939415600
2003-11-01 115.71939677829100
2003-12-01 115.82707358967600
2004-01-01 115.34065250731199
2004-02-01 115.22314029173799
2004-03-01 114.56674436695499
2004-04-01 115.16099469955299
2004-05-01 115.29802741207500
2004-06-01 115.62582576730600
2004-07-01 115.34328568874099
2004-08-01 115.46081012206200
2004-09-01 115.77771953656200
2004-10-01 116.65570267284001
2004-11-01 116.13188763842100
2004-12-01 116.28657787846399
2005-01-01 116.15761672429400
2005-02-01 115.99664888301399
2005-03-01 115.75670351826700
2005-04-01 115.63580869175400
2005-05-01 115.58443368367300
2005-06-01 115.48643627603100
2005-07-01 116.98356162329300
2005-08-01 117.09412900490601
2005-09-01 117.32381925930400
2005-10-01 118.41047472428300
2005-11-01 118.08431944637199
2005-12-01 118.12463491023800
2006-01-01 118.95618694717699
2006-02-01 119.02822527928300
2006-03-01 119.69341064398000
2006-04-01 120.41821136490101
2006-05-01 120.85770623310300
2006-06-01 121.21000247159600
2006-07-01 121.10185474028700
2006-08-01 121.59755606011801
2006-09-01 122.20365285048300
2006-10-01 122.55222166766300
2006-11-01 122.85730668368000
2006-12-01 123.36451458253700
2007-01-01 123.66291850182500
2007-02-01 124.79266166354700
2007-03-01 125.37542780438200
2007-04-01 124.59586647730100
2007-05-01 124.83040078038000
2007-06-01 125.93443903968700
2007-07-01 125.74235766841100
2007-08-01 125.88014871053400
2007-09-01 126.36277793564301
2007-10-01 126.99769820570900
2007-11-01 127.76428704979400
2007-12-01 128.41236024933300
2008-01-01 129.08639814114100
2008-02-01 129.96869447153200
2008-03-01 130.34125587201999
2008-04-01 131.47055993187200
2008-05-01 132.18536943246600
2008-06-01 132.62612903891800
2008-07-01 133.18381332474300
2008-08-01 133.87561849923800
2008-09-01 134.12444470896100
2008-10-01 134.04248113421400
2008-11-01 134.57944074342400
2008-12-01 134.86428904090700
2009-01-01 135.02179116866700
2009-02-01 134.96779030655398
2009-03-01 134.78315514583000
2009-04-01 136.46594349327998
2009-05-01 136.47627083040200
2009-06-01 136.44329598135000
2009-07-01 137.35003638062500
2009-08-01 137.64634018468100
2009-09-01 137.83983869927000
2009-10-01 138.50928827662500
2009-11-01 138.49938354741900
2009-12-01 138.85198856894400
2010-01-01 138.85793926361700
2010-02-01 138.55838840082600
2010-03-01 138.92700620702200
2010-04-01 138.47300927464100
2010-05-01 138.50481879785900
2010-06-01 138.32990438760500
2010-07-01 139.01372780157300
2010-08-01 138.27495765110100
2010-09-01 138.35648626101100
2010-10-01 138.78211604445300
2010-11-01 138.48977098332702
2010-12-01 138.27859462717300
2011-01-01 138.09883001971600
2011-02-01 137.95250548663600
2011-03-01 137.67508357648100
2011-04-01 137.79942604439898
2011-05-01 137.76443367127700
2011-06-01 137.77940873608700
2011-07-01 137.58818519060300
2011-08-01 137.66320630560700
2011-09-01 138.48656715645000
2011-10-01 138.45602120094298
2011-11-01 138.82331777601700
2011-12-01 139.10576674111900
2012-01-01 140.59053121556300
2012-02-01 141.32365546952200
2012-03-01 142.05825585388300
2012-04-01 142.12904520505900
2012-05-01 142.41024100067200
2012-06-01 143.33587050331200
2012-07-01 143.67312018741399
2012-08-01 144.06545203820102
2012-09-01 144.45417419595500
2012-10-01 144.20800141072100
2012-11-01 144.40325942831400
2012-12-01 144.66576292647700
2013-01-01 145.51721217469100
2013-02-01 146.21609281234100
2013-03-01 146.56434718960500
2013-04-01 147.37714196061899
2013-05-01 147.86987569312902
2013-06-01 148.22726105098698
2013-07-01 148.12485717271900
2013-08-01 148.75251538088200
2013-09-01 148.72125333577400
2013-10-01 148.93075682186600
2013-11-01 149.45424604255500
2013-12-01 149.49547713233500
2014-01-01 149.14776087982202
2014-02-01 149.23175653681800
2014-03-01 149.48109318860300
2014-04-01 149.55052655192900
2014-05-01 149.73213698423000
2014-06-01 149.95534042158800
2014-07-01 150.25099356775700
2014-08-01 150.87100571942400
2014-09-01 150.77521725890400
2014-10-01 151.42741346922300
2014-11-01 152.31722708587100
2014-12-01 152.36985303354200
2015-01-01 153.18256038986900
2015-02-01 153.57228840864200
2015-03-01 153.73961939622401
2015-04-01 154.64851169202998
2015-05-01 155.43113243323200
2015-06-01 155.88573916308098
2015-07-01 157.11628588278901
2015-08-01 157.30678085975300
2015-09-01 157.93449803592500
2015-10-01 158.80533347071500
2015-11-01 159.07935977969100
2015-12-01 159.85088197340000
2016-01-01 159.69669221791202
2016-02-01 159.97884057843400
2016-03-01 160.35902540305202
2016-04-01 161.95472548636400
2016-05-01 162.02411229440400
2016-06-01 161.64055264301400
2016-07-01 163.19180061338000
2016-08-01 162.96057083411300
2016-09-01 164.44146794836200
2016-10-01 165.33635693494200
2016-11-01 165.37790189839200
2016-12-01 166.07297224174000
2017-01-01 166.26196480449000
2017-02-01 166.83596017309900
2017-03-01 167.87649725013300
2017-04-01 167.43312166670300
2017-05-01 167.82251366117600
2017-06-01 168.41116775626801
2017-07-01 168.38242647139400
2017-08-01 168.27863024992000
2017-09-01 169.03616366344698
2017-10-01 169.10784894093400
2017-11-01 169.31930600007800
2017-12-01 169.86624624928700
2018-01-01 169.91383058452500
2018-02-01 170.04255796952998
2018-03-01 170.43909835937600
2018-04-01 170.32724809723700
2018-05-01 170.16948217457900
2018-06-01 171.01774769779400
2018-07-01 170.42949076634300
2018-08-01 171.32119134150200
2018-09-01 171.23921406237600
2018-10-01 171.32833145449100
2018-11-01 171.86501674928600
2018-12-01 171.96567629428800
2019-01-01 172.57165026036802
2019-02-01 173.02783829681198
2019-03-01 173.85456888874700
2019-04-01 173.44520942358700
2019-05-01 173.98522777147200
2019-06-01 173.84528256785400
2019-07-01 174.49205011036800
2019-08-01 175.04066615344200
2019-09-01 175.18940635128502
2019-10-01 174.33490620753503
2019-11-01 175.69762752583700
2019-12-01 175.69254249752700
2020-01-01 176.84804664179200
2020-02-01 177.13038177519002
2020-03-01 176.51402374373700
2020-04-01 159.22068190550600
2020-05-01 161.91534018604600
2020-06-01 167.27031636962300
2020-07-01 168.53263106200200
2020-08-01 169.78015180400600
2020-09-01 170.50879166441200
2020-10-01 171.95934150791000
2020-11-01 172.49057108272598
2020-12-01 173.45490816412500
2021-01-01 173.60317476193300
2021-02-01 174.49115902718300
2021-03-01 175.11751083862998
2021-04-01 176.56232738928700
2021-05-01 176.72427711734500
2021-06-01 177.08509939078900
2021-07-01 177.85632486609902
2021-08-01 177.44255552665200
2021-09-01 177.17265828520900
2021-10-01 179.83851065566898
2021-11-01 179.97700739074298
2021-12-01 180.85603138886000
2022-01-01 181.02935034283902
2022-02-01 181.80732416915500
2022-03-01 183.45339592139197
2022-04-01 181.12257480265998
2022-05-01 181.81406890193000
2022-06-01 181.90676549993200
2022-07-01 182.32487286397202
2022-08-01 183.32574562669400
2022-09-01 184.01970774992200
2022-10-01 184.76656421433700
2022-11-01 185.40323756142700
2022-12-01 185.85574945915403
2023-01-01 187.25637290245400
2023-02-01 188.24908626908797
2023-03-01 189.23630150230500
2023-04-01 190.72494796073897
2023-05-01 192.23690010176202
2023-06-01 193.08446462786998
2023-07-01 193.97738797098202
2023-08-01 194.85936159086398
2023-09-01 195.97509111522400
2023-10-01 197.08843650719300
2023-11-01 198.09734493098900
2023-12-01 199.03542173664200
2024-01-01 200.10244567292200
2024-02-01 200.49890649683600
2024-03-01 201.66884109518700
2024-04-01 202.67724679220700
2024-05-01 203.15247857224702
2024-06-01 204.15331742469300
2024-07-01 204.92803247037400
2024-08-01 206.47846072309898
2024-09-01 205.81479736926500
2024-10-01 205.83272538564702

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