Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846500000001SA
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 6:02 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 90.43615653914499
1990-02-01 90.85119833821109
1990-03-01 91.19744335286410
1990-04-01 92.47915767358380
1990-05-01 91.82306917887640
1990-06-01 93.89999753447509
1990-07-01 94.06302598505320
1990-08-01 96.50785804231380
1990-09-01 96.46646709486900
1990-10-01 96.12114223388441
1990-11-01 97.24832758483970
1990-12-01 97.10348071867500
1991-01-01 94.86218122425959
1991-02-01 95.61991193992300
1991-03-01 95.69355196236971
1991-04-01 96.38043308078280
1991-05-01 96.90545782483571
1991-06-01 96.86911817280900
1991-07-01 97.43310244414180
1991-08-01 97.76468239251699
1991-09-01 97.72000132565641
1991-10-01 99.55102436289940
1991-11-01 98.85863762544180
1991-12-01 98.60391543442921
1992-01-01 99.20070722098150
1992-02-01 99.37780272050500
1992-03-01 99.50053078908871
1992-04-01 100.02820105433001
1992-05-01 99.93432736116492
1992-06-01 99.59217974090478
1992-07-01 100.64389175520100
1992-08-01 100.47863329252600
1992-09-01 100.63439544693001
1992-10-01 101.47767093276600
1992-11-01 101.11299359599600
1992-12-01 102.08644560444701
1993-01-01 102.05370571349600
1993-02-01 101.87376703120800
1993-03-01 101.97693722203199
1993-04-01 102.17852696071199
1993-05-01 102.22540734610100
1993-06-01 102.76182937942400
1993-07-01 102.86062805572800
1993-08-01 103.01187003824100
1993-09-01 103.34699109139400
1993-10-01 103.41035725190700
1993-11-01 103.30544144777100
1993-12-01 103.89278031309300
1994-01-01 102.82969821887400
1994-02-01 102.60281461177401
1994-03-01 103.05941119089800
1994-04-01 102.31736484626100
1994-05-01 102.26537230207799
1994-06-01 101.43368150210199
1994-07-01 101.95914785071100
1994-08-01 102.06425933758601
1994-09-01 102.84703020217600
1994-10-01 102.41959220422001
1994-11-01 102.90641572378000
1994-12-01 103.24654541208099
1995-01-01 104.02354080875500
1995-02-01 104.66746160643200
1995-03-01 104.41456468817499
1995-04-01 103.78734168254400
1995-05-01 103.81368220752900
1995-06-01 104.98378700206000
1995-07-01 104.67478818840300
1995-08-01 105.26130097404100
1995-09-01 106.03371486935300
1995-10-01 105.01788081549499
1995-11-01 105.27131403516898
1995-12-01 105.52499605764200
1996-01-01 105.09015179093800
1996-02-01 105.12039123283400
1996-03-01 105.09634583884599
1996-04-01 105.65274740962500
1996-05-01 105.96622173606899
1996-06-01 105.93166980601400
1996-07-01 105.63257549177400
1996-08-01 105.17055310182400
1996-09-01 104.97869490016899
1996-10-01 105.47567459104499
1996-11-01 105.93021335732500
1996-12-01 105.98711175262400
1997-01-01 106.32540374902300
1997-02-01 107.20946421012100
1997-03-01 108.56050629672501
1997-04-01 109.00270634719700
1997-05-01 109.65327637009700
1997-06-01 109.15516376352300
1997-07-01 109.26198429423799
1997-08-01 108.56606093954599
1997-09-01 108.84222322816300
1997-10-01 110.79018304085699
1997-11-01 110.15529058247401
1997-12-01 110.30504591499701
1998-01-01 113.59536882492400
1998-02-01 113.90100741712100
1998-03-01 114.24009845711399
1998-04-01 114.98654728107401
1998-05-01 116.41542923887700
1998-06-01 115.85585943419399
1998-07-01 115.79516269377301
1998-08-01 116.00091207914100
1998-09-01 116.33388523915300
1998-10-01 118.06940975413201
1998-11-01 118.67342597968000
1998-12-01 119.27292567393800
1999-01-01 120.28929516702699
1999-02-01 120.54544518530001
1999-03-01 120.01693238126800
1999-04-01 118.61994953328400
1999-05-01 119.09877764642900
1999-06-01 119.42530583345899
1999-07-01 120.27704941285000
1999-08-01 120.83713787577200
1999-09-01 120.43584657471399
1999-10-01 119.74307067369600
1999-11-01 119.50352095361200
1999-12-01 119.79139777194901
2000-01-01 119.63381235997299
2000-02-01 119.38662729205800
2000-03-01 119.73772733418801
2000-04-01 119.68026499335501
2000-05-01 119.91387702290001
2000-06-01 120.21272288738700
2000-07-01 120.30637335565201
2000-08-01 120.60207335289900
2000-09-01 121.21235408245100
2000-10-01 121.16820570785600
2000-11-01 121.63592436834499
2000-12-01 123.15714716544700
2001-01-01 120.95630169710199
2001-02-01 121.60735307559999
2001-03-01 122.12160939956600
2001-04-01 121.17626520245600
2001-05-01 122.06214421752800
2001-06-01 122.52601101719900
2001-07-01 124.39731425879200
2001-08-01 124.45949664700599
2001-09-01 124.49118564029699
2001-10-01 125.19404304626100
2001-11-01 125.20967118524400
2001-12-01 126.02028907161100
2002-01-01 126.46350988073500
2002-02-01 127.07016896160600
2002-03-01 127.84345572271499
2002-04-01 124.10168357747999
2002-05-01 124.42704707177600
2002-06-01 124.24034819143499
2002-07-01 126.90043255358700
2002-08-01 126.34156118761601
2002-09-01 126.49586611744600
2002-10-01 126.17724657787001
2002-11-01 126.68600990310600
2002-12-01 126.96312249342400
2003-01-01 128.18969901034200
2003-02-01 128.86774855141800
2003-03-01 129.79835548241600
2003-04-01 131.15551684807699
2003-05-01 132.10050398232600
2003-06-01 132.28370773904200
2003-07-01 132.50261742844802
2003-08-01 132.51783455979800
2003-09-01 132.68335550967500
2003-10-01 132.84117760470800
2003-11-01 133.41640608472602
2003-12-01 133.58094823692102
2004-01-01 133.17844611716498
2004-02-01 133.19123075773200
2004-03-01 132.86096328044900
2004-04-01 132.93910077694100
2004-05-01 133.00669157997400
2004-06-01 134.05678726103702
2004-07-01 133.66546468219700
2004-08-01 133.72122157216998
2004-09-01 134.13480172683300
2004-10-01 135.00919530510200
2004-11-01 134.85848234650400
2004-12-01 135.39021453242300
2005-01-01 134.76286202156402
2005-02-01 135.07747216380400
2005-03-01 135.12664518653298
2005-04-01 134.12674362867398
2005-05-01 134.82800799604700
2005-06-01 134.84689474609800
2005-07-01 135.45433237149100
2005-08-01 136.06505263511602
2005-09-01 136.37453608207800
2005-10-01 137.11020988603100
2005-11-01 137.17830209059700
2005-12-01 137.38178019434602
2006-01-01 138.11525702079100
2006-02-01 138.19258824756200
2006-03-01 138.35742548003800
2006-04-01 138.97736264557700
2006-05-01 139.74438142092800
2006-06-01 140.19079603155800
2006-07-01 140.05515546414100
2006-08-01 140.70422899938200
2006-09-01 141.54784651516100
2006-10-01 141.69684299881400
2006-11-01 142.30180441761700
2006-12-01 142.84801893266900
2007-01-01 142.91440807455200
2007-02-01 144.24102427336800
2007-03-01 145.15287895147200
2007-04-01 143.27175220628000
2007-05-01 143.89290707314100
2007-06-01 145.25265424189100
2007-07-01 145.56628991648800
2007-08-01 145.59724948096200
2007-09-01 145.96110536331700
2007-10-01 146.93509227459100
2007-11-01 147.43385213684800
2007-12-01 147.92053180429800
2008-01-01 148.87573411937000
2008-02-01 150.44821848383100
2008-03-01 150.71876930974000
2008-04-01 152.06868909108400
2008-05-01 153.02166363412599
2008-06-01 152.39042087133000
2008-07-01 153.48045162148200
2008-08-01 154.32013620463900
2008-09-01 154.87423468880800
2008-10-01 155.08019782754500
2008-11-01 155.97062764037400
2008-12-01 156.48618756783500
2009-01-01 156.73485873174400
2009-02-01 156.34532622606702
2009-03-01 156.53884120389200
2009-04-01 157.88514211828800
2009-05-01 157.86089790962998
2009-06-01 157.47329874395100
2009-07-01 157.84817812882602
2009-08-01 157.91714690489900
2009-09-01 157.97066999015700
2009-10-01 158.78231998309700
2009-11-01 158.86484887809098
2009-12-01 159.20077213375998
2010-01-01 158.78463646170200
2010-02-01 158.35481365674602
2010-03-01 159.24658898087600
2010-04-01 158.10923039684900
2010-05-01 158.26686888092900
2010-06-01 158.27944775594700
2010-07-01 159.70159647801600
2010-08-01 158.71376020379700
2010-09-01 158.83806417352500
2010-10-01 159.18786295473498
2010-11-01 158.96128116095300
2010-12-01 158.68943774106398
2011-01-01 158.90207749030398
2011-02-01 158.54679477171400
2011-03-01 158.35010675114700
2011-04-01 158.47828854510900
2011-05-01 158.49375150734699
2011-06-01 158.59426700765300
2011-07-01 158.53677914936200
2011-08-01 158.75750058130200
2011-09-01 159.58778539352900
2011-10-01 159.28792729347902
2011-11-01 159.62526905631500
2011-12-01 159.81020188761500
2012-01-01 161.71399598313500
2012-02-01 162.31981118673300
2012-03-01 163.17303746676100
2012-04-01 163.08682893221300
2012-05-01 163.66440237323200
2012-06-01 164.78688210917102
2012-07-01 165.46893173335000
2012-08-01 165.77301392178302
2012-09-01 166.40422669184200
2012-10-01 166.23450046972200
2012-11-01 166.52897606725300
2012-12-01 167.29819971533700
2013-01-01 167.79599844511100
2013-02-01 168.88739718002200
2013-03-01 169.31690097537600
2013-04-01 170.03860725935400
2013-05-01 170.92433301775200
2013-06-01 170.62157746969300
2013-07-01 170.54438328618300
2013-08-01 171.15623425240900
2013-09-01 171.21476183698400
2013-10-01 171.57149886673300
2013-11-01 172.22640339106700
2013-12-01 171.88392556448397
2014-01-01 171.55314066072900
2014-02-01 172.00202297096200
2014-03-01 172.22199118046200
2014-04-01 172.39838587531602
2014-05-01 172.57913782169400
2014-06-01 173.11227402821200
2014-07-01 172.76864191874400
2014-08-01 173.09565469406800
2014-09-01 173.14004521425200
2014-10-01 174.01803006015598
2014-11-01 175.11894443158198
2014-12-01 174.75348183852600
2015-01-01 175.28392315801602
2015-02-01 175.54416189233800
2015-03-01 175.66241004373600
2015-04-01 176.58425544863200
2015-05-01 177.44854203885700
2015-06-01 177.93670593631902
2015-07-01 180.03813811505100
2015-08-01 179.89534929880400
2015-09-01 180.30000822706700
2015-10-01 181.03214186281700
2015-11-01 181.40236800403800
2015-12-01 182.14832504373797
2016-01-01 182.45981086668800
2016-02-01 182.74324597783902
2016-03-01 183.15580110949600
2016-04-01 184.59635695879800
2016-05-01 184.79533709772100
2016-06-01 184.81445137425500
2016-07-01 186.97384410593799
2016-08-01 186.45627666427800
2016-09-01 187.83811640774400
2016-10-01 188.42458502486600
2016-11-01 188.57993411148600
2016-12-01 189.41606466711400
2017-01-01 189.55911868394800
2017-02-01 190.09088024393000
2017-03-01 191.24532212836200
2017-04-01 190.73776505159802
2017-05-01 191.25279925882200
2017-06-01 192.11348829127000
2017-07-01 191.76980102263100
2017-08-01 191.67132741771198
2017-09-01 192.16178651869097
2017-10-01 192.12839608854400
2017-11-01 192.40776923601600
2017-12-01 192.83808072000500
2018-01-01 192.96179395802300
2018-02-01 193.21714780819500
2018-03-01 193.83397394548697
2018-04-01 193.53603737775902
2018-05-01 193.56910967296398
2018-06-01 195.21352094665198
2018-07-01 193.92454354901700
2018-08-01 194.76920619683202
2018-09-01 194.60424873546000
2018-10-01 194.94553155392300
2018-11-01 195.30831384089200
2018-12-01 195.44268091500197
2019-01-01 196.54049021309600
2019-02-01 197.16296315535900
2019-03-01 197.89865687671298
2019-04-01 197.41431748455503
2019-05-01 197.91673543294900
2019-06-01 198.11466512128100
2019-07-01 198.84803417922600
2019-08-01 198.96861622001597
2019-09-01 199.07832359471902
2019-10-01 198.60328183048100
2019-11-01 200.01753747007302
2019-12-01 199.83561614418000
2020-01-01 201.46657206884300
2020-02-01 201.94946071407800
2020-03-01 200.85431717340000
2020-04-01 178.29387246602900
2020-05-01 181.00362630376802
2020-06-01 186.65387892532600
2020-07-01 187.85085799784000
2020-08-01 189.37465532434200
2020-09-01 190.15319350850900
2020-10-01 192.04938652162300
2020-11-01 192.47197985636000
2020-12-01 193.62231749946602
2021-01-01 193.74377916368400
2021-02-01 194.53967607867000
2021-03-01 195.17689240927300
2021-04-01 197.36159735476798
2021-05-01 197.43349585694700
2021-06-01 198.02843593778400
2021-07-01 199.69977995731000
2021-08-01 199.03999990367902
2021-09-01 198.82974036555100
2021-10-01 202.00896799815100
2021-11-01 202.38505084007600
2021-12-01 203.39502911394501
2022-01-01 203.44142201018602
2022-02-01 204.81939557241600
2022-03-01 206.16651243676498
2022-04-01 203.67593507449502
2022-05-01 204.23682213866200
2022-06-01 204.10461023258300
2022-07-01 204.81820755955800
2022-08-01 206.01912942751400
2022-09-01 207.09976206970500
2022-10-01 207.65484424625900
2022-11-01 208.58165528601300
2022-12-01 208.94825899307100
2023-01-01 210.83544390331403
2023-02-01 211.81613517625400
2023-03-01 212.47454604683102
2023-04-01 213.70071646108700
2023-05-01 214.95673055704300
2023-06-01 216.18704323095002
2023-07-01 216.61634045537997
2023-08-01 217.68898300296001
2023-09-01 219.20548031999800
2023-10-01 220.19457376165798
2023-11-01 221.45225866980400
2023-12-01 222.80826456956200
2024-01-01 223.82283448094500
2024-02-01 224.25371583968100
2024-03-01 225.40041023212000
2024-04-01 226.08216386938800
2024-05-01 226.69133516143300
2024-06-01 228.04400254558400
2024-07-01 229.63362356026798
2024-08-01 230.30582554187902
2024-09-01 229.68226103168800
2024-10-01 230.07319582880600
2024-11-01 230.40555699633597

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