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 2024-10-01
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 90.43593971974590
1990-02-01 90.85113394054550
1990-03-01 91.19727900106008
1990-04-01 92.47931574663342
1990-05-01 91.82273063626070
1990-06-01 93.90055511601341
1990-07-01 94.06331363091480
1990-08-01 96.50779173441660
1990-09-01 96.46647071234420
1990-10-01 96.12085387129310
1990-11-01 97.24826723737610
1990-12-01 97.10366638425210
1991-01-01 94.86197774748670
1991-02-01 95.61985083402800
1991-03-01 95.69339407026790
1991-04-01 96.38057900237820
1991-05-01 96.90514426781309
1991-06-01 96.86964460209070
1991-07-01 97.43336517004780
1991-08-01 97.76461876955330
1991-09-01 97.72000466122270
1991-10-01 99.55075189898840
1991-11-01 98.85857482658920
1991-12-01 98.60408318631750
1992-01-01 99.20054633964840
1992-02-01 99.37773096574150
1992-03-01 99.50041261043570
1992-04-01 100.02828409088900
1992-05-01 99.93412980930930
1992-06-01 99.59261480396960
1992-07-01 100.64406266377300
1992-08-01 100.47859566903601
1992-09-01 100.63439948060801
1992-10-01 101.47745564150499
1992-11-01 101.11294733491100
1992-12-01 102.08656107049900
1993-01-01 102.05360678491700
1993-02-01 101.87369346375300
1993-03-01 101.97685659662800
1993-04-01 102.17854806771500
1993-05-01 102.22530081119100
1993-06-01 102.76218554159300
1993-07-01 102.86069953687000
1993-08-01 103.01184743033200
1993-09-01 103.34699931115900
1993-10-01 103.41022352966900
1993-11-01 103.30541580302000
1993-12-01 103.89284615612699
1994-01-01 102.82965502267600
1994-02-01 102.60273224984700
1994-03-01 103.05936143649500
1994-04-01 102.31733815137301
1994-05-01 102.26535589274900
1994-06-01 101.43389957015900
1994-07-01 101.95915044052600
1994-08-01 102.06426218594300
1994-09-01 102.84704309855800
1994-10-01 102.41953744855600
1994-11-01 102.90643165008700
1994-12-01 103.24660866928400
1995-01-01 104.02348724633100
1995-02-01 104.66736738970300
1995-03-01 104.41450875662800
1995-04-01 103.78731286513701
1995-05-01 103.81366927381399
1995-06-01 104.98393097800800
1995-07-01 104.67479049675600
1995-08-01 105.26131191615400
1995-09-01 106.03373536624500
1995-10-01 105.01788314943899
1995-11-01 105.27136462936599
1995-12-01 105.52509142454100
1996-01-01 105.09005746670100
1996-02-01 105.12026280170400
1996-03-01 105.09626504190800
1996-04-01 105.65273315103100
1996-05-01 105.96622868768000
1996-06-01 105.93173593803600
1996-07-01 105.63259998528099
1996-08-01 105.17058774049400
1996-09-01 104.97871973489599
1996-10-01 105.47570503330100
1996-11-01 105.93029843688200
1996-12-01 105.98723193454701
1997-01-01 106.32525626173201
1997-02-01 107.20930821187300
1997-03-01 108.56039377131600
1997-04-01 109.00270105402500
1997-05-01 109.65329353325899
1997-06-01 109.15521718224400
1997-07-01 109.26202498729201
1997-08-01 108.56611425595501
1997-09-01 108.84225194714001
1997-10-01 110.79023311831301
1997-11-01 110.15539342265200
1997-12-01 110.30515807153200
1998-01-01 113.59516544643200
1998-02-01 113.90084582541500
1998-03-01 114.23996331220200
1998-04-01 114.98655819023100
1998-05-01 116.41546469483400
1998-06-01 115.85590452395800
1998-07-01 115.79522075636400
1998-08-01 116.00098335510599
1998-09-01 116.33391191928601
1998-10-01 118.06945878992300
1998-11-01 118.67353314714701
1998-12-01 119.27303643106000
1999-01-01 120.28903633029100
1999-02-01 120.54530182815200
1999-03-01 120.01680408130600
1999-04-01 118.61996785469200
1999-05-01 119.09882167093700
1999-06-01 119.42535433354200
1999-07-01 120.27711683264700
1999-08-01 120.83721272617100
1999-09-01 120.43586839587799
1999-10-01 119.74311313166300
1999-11-01 119.50360177270500
1999-12-01 119.79146379540701
2000-01-01 119.63356633804800
2000-02-01 119.38652902646700
2000-03-01 119.73762895951100
2000-04-01 119.68029384110599
2000-05-01 119.91392113139099
2000-06-01 120.21276865382099
2000-07-01 120.30643321118400
2000-08-01 120.60213711175600
2000-09-01 121.21236831591101
2000-10-01 121.16823460609200
2000-11-01 121.63597186805599
2000-12-01 123.15717091029300
2001-01-01 120.95610709581400
2001-02-01 121.60730005469500
2001-03-01 122.12155551669001
2001-04-01 121.17628872511999
2001-05-01 122.06218167835699
2001-06-01 122.52602939438499
2001-07-01 124.39736564909300
2001-08-01 124.45954435678200
2001-09-01 124.49119230829001
2001-10-01 125.19406281397300
2001-11-01 125.20969433454100
2001-12-01 126.02028222951100
2002-01-01 126.46337638972500
2002-02-01 127.07017285012800
2002-03-01 127.84345039731899
2002-04-01 124.10167553059999
2002-05-01 124.42707366658400
2002-06-01 124.24032673238600
2002-07-01 126.90046226918800
2002-08-01 126.34158747780100
2002-09-01 126.49586675103201
2002-10-01 126.17725170375200
2002-11-01 126.68602637298900
2002-12-01 126.96313486819099
2003-01-01 128.18963969334200
2003-02-01 128.86779100631900
2003-03-01 129.79839231120100
2003-04-01 131.15546600682700
2003-05-01 132.10050736968398
2003-06-01 132.28363221847601
2003-07-01 132.50262194027900
2003-08-01 132.51783754391900
2003-09-01 132.68334190815202
2003-10-01 132.84117788053900
2003-11-01 133.41643403016900
2003-12-01 133.58099575750500
2004-01-01 133.17845010602300
2004-02-01 133.19133478229500
2004-03-01 132.86109009362300
2004-04-01 132.93894055248100
2004-05-01 133.00663549474000
2004-06-01 134.05669090406000
2004-07-01 133.66543140855700
2004-08-01 133.72119541182800
2004-09-01 134.13478087614700
2004-10-01 135.00920110932000
2004-11-01 134.85852456964500
2004-12-01 135.39029717541900
2005-01-01 134.76293182195200
2005-02-01 135.07763094664900
2005-03-01 135.12684888339500
2005-04-01 134.12648014870400
2005-05-01 134.82790636972900
2005-06-01 134.84678004259700
2005-07-01 135.45425838674900
2005-08-01 136.06500104329300
2005-09-01 136.37450825085300
2005-10-01 137.11022238043400
2005-11-01 137.17836539131000
2005-12-01 137.38189301179100
2006-01-01 138.11534740532400
2006-02-01 138.19281725085600
2006-03-01 138.35772999885800
2006-04-01 138.97694633475800
2006-05-01 139.74424968448298
2006-06-01 140.19069700910600
2006-07-01 140.05504246161000
2006-08-01 140.70415898146200
2006-09-01 141.54782033189700
2006-10-01 141.69686403527400
2006-11-01 142.30187704007500
2006-12-01 142.84814343734502
2007-01-01 142.91450935212000
2007-02-01 144.24126310942600
2007-03-01 145.15326258848000
2007-04-01 143.27126790235900
2007-05-01 143.89277847325300
2007-06-01 145.25256934876700
2007-07-01 145.56615321931800
2007-08-01 145.59717354099700
2007-09-01 145.96108023423000
2007-10-01 146.93511439594900
2007-11-01 147.43392390674500
2007-12-01 147.92064666307600
2008-01-01 148.87581668919300
2008-02-01 150.44844334171898
2008-03-01 150.71923294260900
2008-04-01 152.06814221246500
2008-05-01 153.02153663370200
2008-06-01 152.39037414270000
2008-07-01 153.48031275551202
2008-08-01 154.32006273704300
2008-09-01 154.87422265682198
2008-10-01 155.08022203271000
2008-11-01 155.97068354827200
2008-12-01 156.48627526768600
2009-01-01 156.73492213723600
2009-02-01 156.34547604000500
2009-03-01 156.53928031236998
2009-04-01 157.88468654013600
2009-05-01 157.86081805837800
2009-06-01 157.47325898093700
2009-07-01 157.84806081692900
2009-08-01 157.91709078222001
2009-09-01 157.97066658115298
2009-10-01 158.78233675507000
2009-11-01 158.86488215856002
2009-12-01 159.20082362550698
2010-01-01 158.78467623996500
2010-02-01 158.35489657771800
2010-03-01 159.24694333604700
2010-04-01 158.10889885687800
2010-05-01 158.26683609687100
2010-06-01 158.27942244364900
2010-07-01 159.70151625765500
2010-08-01 158.71372396515300
2010-09-01 158.83806997959800
2010-10-01 159.18787032671400
2010-11-01 158.96129122380200
2010-12-01 158.68945736869200
2011-01-01 158.90210323650400
2011-02-01 158.54680425374500
2011-03-01 158.35034975650900
2011-04-01 158.47812203455600
2011-05-01 158.49374123270002
2011-06-01 158.59423996053900
2011-07-01 158.53673105247998
2011-08-01 158.75747932989700
2011-09-01 159.58778713969500
2011-10-01 159.28792328005700
2011-11-01 159.62526626590400
2011-12-01 159.81020422978500
2012-01-01 161.71401067131000
2012-02-01 162.31981538044600
2012-03-01 163.17321477585000
2012-04-01 163.08675159432900
2012-05-01 163.66437537513800
2012-06-01 164.78685991801700
2012-07-01 165.46889435913602
2012-08-01 165.77299731767000
2012-09-01 166.40422706273100
2012-10-01 166.23449144570300
2012-11-01 166.52896326479300
2012-12-01 167.29819324957800
2013-01-01 167.79602207024900
2013-02-01 168.88741452287100
2013-03-01 169.31703477663900
2013-04-01 170.03859695113800
2013-05-01 170.92432061258400
2013-06-01 170.62149995556400
2013-07-01 170.54433050381200
2013-08-01 171.15622835026400
2013-09-01 171.21475793770500
2013-10-01 171.57148332825898
2013-11-01 172.22639123348202
2013-12-01 171.88392380681998
2014-01-01 171.55317585878500
2014-02-01 172.00205332358900
2014-03-01 172.22221171239000
2014-04-01 172.39835043798000
2014-05-01 172.57910847947102
2014-06-01 173.11208089862097
2014-07-01 172.76854105285600
2014-08-01 173.09566207367803
2014-09-01 173.14008686117200
2014-10-01 174.01807820373298
2014-11-01 175.11897614013000
2014-12-01 174.75348552961800
2015-01-01 175.28393754770600
2015-02-01 175.54416346403198
2015-03-01 175.66278043526800
2015-04-01 176.58416267670300
2015-05-01 177.44846134027300
2015-06-01 177.93626272387797
2015-07-01 180.03792070205800
2015-08-01 179.89536172257198
2015-09-01 180.30017146511600
2015-10-01 181.03239324933202
2015-11-01 181.40257138480300
2015-12-01 182.14843432745800
2016-01-01 182.45987395271800
2016-02-01 182.74327310131400
2016-03-01 183.15634188904300
2016-04-01 184.59606146267300
2016-05-01 184.79483079684600
2016-06-01 184.81336116773102
2016-07-01 186.97313568581300
2016-08-01 186.45609100494900
2016-09-01 187.83832867331400
2016-10-01 188.42708571890202
2016-11-01 188.58040849424802
2016-12-01 189.41649912162700
2017-01-01 189.55892469864700
2017-02-01 190.09024315801702
2017-03-01 191.24658085526403
2017-04-01 190.73670338150100
2017-05-01 191.25128322210998
2017-06-01 192.11100906162400
2017-07-01 191.76811118496400
2017-08-01 191.67099788375600
2017-09-01 192.16274100973900
2017-10-01 192.13434551107102
2017-11-01 192.40943603407300
2017-12-01 192.83898080949500
2018-01-01 192.96110023916100
2018-02-01 193.21593118352600
2018-03-01 193.83654752674300
2018-04-01 193.53138091799700
2018-05-01 193.56680700212900
2018-06-01 195.21058516268397
2018-07-01 193.91927570905202
2018-08-01 194.76730927127900
2018-09-01 194.60448960539398
2018-10-01 194.96634701944697
2018-11-01 195.30784675600800
2018-12-01 195.44256622460702
2019-01-01 196.53906588659500
2019-02-01 197.16091253209302
2019-03-01 197.90153991751203
2019-04-01 197.40519810833197
2019-05-01 197.91334506943699
2019-06-01 198.11077309236902
2019-07-01 198.83893182073600
2019-08-01 198.96602621041500
2019-09-01 199.07965503179798
2019-10-01 198.63932079485298
2019-11-01 200.01592545646900
2019-12-01 199.83423120678398
2020-01-01 201.46393372093600
2020-02-01 201.94627703045600
2020-03-01 200.85582409802200
2020-04-01 178.28109498555800
2020-05-01 180.99897885666400
2020-06-01 186.64900025368303
2020-07-01 187.83914590223202
2020-08-01 189.37302989134997
2020-09-01 190.15740489250098
2020-10-01 192.09988380745000
2020-11-01 192.46955696481098
2020-12-01 193.61906964224200
2021-01-01 193.73891640890200
2021-02-01 194.53407155514000
2021-03-01 195.17546568649900
2021-04-01 197.34343812539902
2021-05-01 197.42444065702400
2021-06-01 198.02096339108002
2021-07-01 199.68639624900100
2021-08-01 199.04081002510600
2021-09-01 198.83573348950000
2021-10-01 202.09226215925300
2021-11-01 202.37186034995100
2021-12-01 203.38751384004300
2022-01-01 203.43403022866298
2022-02-01 204.81166159241403
2022-03-01 206.16029855443600
2022-04-01 203.65244907567700
2022-05-01 204.22332682054400
2022-06-01 204.09610461297000
2022-07-01 204.80577634500200
2022-08-01 206.02429090863097
2022-09-01 207.10739136730400
2022-10-01 207.78163632337800
2022-11-01 208.53519675542900
2022-12-01 208.93619706390400
2023-01-01 210.82713759221100
2023-02-01 211.80788139024202
2023-03-01 212.46383614228300
2023-04-01 213.67538400663102
2023-05-01 214.93884979384300
2023-06-01 216.17738955310298
2023-07-01 216.60824816744900
2023-08-01 217.70076853059900
2023-09-01 219.21524155291002
2023-10-01 220.36995822371497
2023-11-01 221.35498322684300
2023-12-01 222.79249592047000
2024-01-01 223.81536861626998
2024-02-01 224.24678996448500
2024-03-01 225.38628982411203
2024-04-01 226.05709307135300
2024-05-01 226.67128813335202
2024-06-01 228.03479416348202
2024-07-01 229.63243637369500
2024-08-01 230.32644734527400
2024-09-01 229.69779270620097
2024-10-01 229.78316437567500

Subscribe to the FRED newsletter


Follow us

Back to Top