Federal Reserve Economic Data: Your trusted data source since 1991

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

NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.

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 2024-05-01
Last Updated 2024-06-26 5:41 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 90.49814655233651
1990-02-01 90.91582951651371
1990-03-01 91.20309743699930
1990-04-01 92.52593089350490
1990-05-01 91.84422415722858
1990-06-01 93.88224301378100
1990-07-01 94.09077135234270
1990-08-01 96.54059627071100
1990-09-01 96.51650272779459
1990-10-01 95.71630725208709
1990-11-01 97.28932720674940
1990-12-01 97.17302236712949
1991-01-01 94.92165384321251
1991-02-01 95.68302182875851
1991-03-01 95.70587453862308
1991-04-01 96.42431957929510
1991-05-01 96.92359329056059
1991-06-01 96.85040257397220
1991-07-01 97.45841259289878
1991-08-01 97.79453481350900
1991-09-01 97.76065368718790
1991-10-01 99.18141621700899
1991-11-01 98.89649371617500
1991-12-01 98.66979016041509
1992-01-01 99.24974757557470
1992-02-01 99.43222744171959
1992-03-01 99.52632849612000
1992-04-01 100.06253069832300
1992-05-01 99.94700468274691
1992-06-01 99.57126440660629
1992-07-01 100.66307570382500
1992-08-01 100.49993634862601
1992-09-01 100.64762171648500
1992-10-01 101.21426778406500
1992-11-01 101.13694081217301
1992-12-01 102.13984618147900
1993-01-01 102.08856192727300
1993-02-01 101.91591460871200
1993-03-01 102.00956075332500
1993-04-01 102.20119019513001
1993-05-01 102.23366804200899
1993-06-01 102.73745237559800
1993-07-01 102.87384522502800
1993-08-01 103.02372766954100
1993-09-01 103.33138002638701
1993-10-01 103.26514156653000
1993-11-01 103.31451457156700
1993-12-01 103.93056058835300
1994-01-01 102.84923812204000
1994-02-01 102.63230603952101
1994-03-01 103.09118492058599
1994-04-01 102.32826322002100
1994-05-01 102.26844671123600
1994-06-01 101.41316360321301
1994-07-01 101.96454927505100
1994-08-01 102.06800292117501
1994-09-01 102.81097028371599
1994-10-01 102.37578280452900
1994-11-01 102.90547190180000
1994-12-01 103.26907629779899
1995-01-01 104.03267824632299
1995-02-01 104.68693860575100
1995-03-01 104.43574228890499
1995-04-01 103.79148643213101
1995-05-01 103.81417121097799
1995-06-01 104.96880394948900
1995-07-01 104.67700419749100
1995-08-01 105.26407145838400
1995-09-01 105.99482245183300
1995-10-01 105.01179861845600
1995-11-01 105.27214025268600
1995-12-01 105.53959268975099
1996-01-01 105.09307848661601
1996-02-01 105.13309182131799
1996-03-01 105.10745617524200
1996-04-01 105.65295702336999
1996-05-01 105.96497889543501
1996-06-01 105.92528285191300
1996-07-01 105.63303575429600
1996-08-01 105.17508251296199
1996-09-01 104.94684799400200
1996-10-01 105.47512807087000
1996-11-01 105.93598623652800
1996-12-01 105.99661230119699
1997-01-01 106.32638859649201
1997-02-01 107.21685057570600
1997-03-01 108.56584263753500
1997-04-01 109.00180449291600
1997-05-01 109.65252024438101
1997-06-01 109.15177583010599
1997-07-01 109.26282166278999
1997-08-01 108.57050521041300
1997-09-01 108.81936984441900
1997-10-01 110.78930951685601
1997-11-01 110.16117531657700
1997-12-01 110.31187838189699
1998-01-01 113.59616585524900
1998-02-01 113.90561900296500
1998-03-01 114.24125569771299
1998-04-01 114.98557027119699
1998-05-01 116.41489139289200
1998-06-01 115.85470910840999
1998-07-01 115.79543001812901
1998-08-01 116.00458289299800
1998-09-01 116.32021610408100
1998-10-01 118.06647942554599
1998-11-01 118.67813702398100
1998-12-01 119.27955837257000
1999-01-01 120.28949157231399
1999-02-01 120.54649020594600
1999-03-01 120.01805222694901
1999-04-01 118.61853975231900
1999-05-01 119.09800545159800
1999-06-01 119.42481564331400
1999-07-01 120.27715541521799
1999-08-01 120.83927957206801
1999-09-01 120.42943242691900
1999-10-01 119.74052695491501
1999-11-01 119.50634885002800
1999-12-01 119.79615206916500
2000-01-01 119.63372925836100
2000-02-01 119.38703693529600
2000-03-01 119.73844351494199
2000-04-01 119.67854009772100
2000-05-01 119.91302100636601
2000-06-01 120.21226256327600
2000-07-01 120.30662286990500
2000-08-01 120.60346454485100
2000-09-01 121.20881708674200
2000-10-01 121.16716369222401
2000-11-01 121.63754392184700
2000-12-01 123.16018393550300
2001-01-01 120.95638617299801
2001-02-01 121.60776451154600
2001-03-01 122.12220463834400
2001-04-01 121.17467595522601
2001-05-01 122.06141147870301
2001-06-01 122.52525345478300
2001-07-01 124.39747083674000
2001-08-01 124.45964836431000
2001-09-01 124.48998127210800
2001-10-01 125.19417830857401
2001-11-01 125.21005421429199
2001-12-01 126.02189696729900
2002-01-01 126.46421084460200
2002-02-01 127.07083447051599
2002-03-01 127.84404441219900
2002-04-01 124.10017570782200
2002-05-01 124.42649196712799
2002-06-01 124.23913370121001
2002-07-01 126.90035839463100
2002-08-01 126.34151717257000
2002-09-01 126.49567723573601
2002-10-01 126.17726775075600
2002-11-01 126.68627875595502
2002-12-01 126.96442652810800
2003-01-01 128.19049179555300
2003-02-01 128.86854445282302
2003-03-01 129.79899551720300
2003-04-01 131.15407423439100
2003-05-01 132.09998723273898
2003-06-01 132.28191571766502
2003-07-01 132.50240826325000
2003-08-01 132.51772562713200
2003-09-01 132.68316431477300
2003-10-01 132.84126536685000
2003-11-01 133.41685784079500
2003-12-01 133.58223305067400
2004-01-01 133.17930551288300
2004-02-01 133.19268242658900
2004-03-01 132.86267512125000
2004-04-01 132.93656199962498
2004-05-01 133.00567205634900
2004-06-01 134.05498212248100
2004-07-01 133.66494283115802
2004-08-01 133.72086440879102
2004-09-01 134.13457499149402
2004-10-01 135.00939365395300
2004-11-01 134.85916620320600
2004-12-01 135.39154568178600
2005-01-01 134.76397012437600
2005-02-01 135.07962757291000
2005-03-01 135.12929868004298
2005-04-01 134.12317303658702
2005-05-01 134.82658128297700
2005-06-01 134.84502868216700
2005-07-01 135.45336844280200
2005-08-01 136.06442014589700
2005-09-01 136.37422655329800
2005-10-01 137.11046031463500
2005-11-01 137.17916863573100
2005-12-01 137.38336555110300
2006-01-01 138.11650532380200
2006-02-01 138.19553305470400
2006-03-01 138.36129073055300
2006-04-01 138.97199810709600
2006-05-01 139.74266573964600
2006-06-01 140.18927326599700
2006-07-01 140.05372515109102
2006-08-01 140.70336567324500
2006-09-01 141.54754972323798
2006-10-01 141.69716963820298
2006-11-01 142.30275398696200
2006-12-01 142.84967478430100
2007-01-01 142.91574012634900
2007-02-01 144.24405621741502
2007-03-01 145.15774727564400
2007-04-01 143.26557325427100
2007-05-01 143.89125647365600
2007-06-01 145.25142396058400
2007-07-01 145.56456798536200
2007-08-01 145.59630321379402
2007-09-01 145.96080747967400
2007-10-01 146.93540541071400
2007-11-01 147.43477688712602
2007-12-01 147.92202384860400
2008-01-01 148.87681803670100
2008-02-01 150.45106261230000
2008-03-01 150.72464885284500
2008-04-01 152.06173493087900
2008-05-01 153.02002536906100
2008-06-01 152.38976581292700
2008-07-01 153.47869490050100
2008-08-01 154.31921391115600
2008-09-01 154.87409813174400
2008-10-01 155.08051995403298
2008-11-01 155.97134643149800
2008-12-01 156.48730399281000
2009-01-01 156.73568889224900
2009-02-01 156.34721725392300
2009-03-01 156.54441354447400
2009-04-01 157.87936967756200
2009-05-01 157.85986113222900
2009-06-01 157.47275270073400
2009-07-01 157.84670011055098
2009-08-01 157.91644432857402
2009-09-01 157.97063920606502
2009-10-01 158.78254256679200
2009-11-01 158.86527459769000
2009-12-01 159.20142077441900
2010-01-01 158.78514539472800
2010-02-01 158.35585281308700
2010-03-01 159.25108613703000
2010-04-01 158.10502764507900
2010-05-01 158.26644996455100
2010-06-01 158.27910233976900
2010-07-01 159.70058957749500
2010-08-01 158.71331495502600
2010-09-01 158.83815781484200
2010-10-01 159.18797467415200
2010-11-01 158.96142503225800
2010-12-01 158.68969085068300
2011-01-01 158.90233614878500
2011-02-01 158.54688577748502
2011-03-01 158.35316777511600
2011-04-01 158.47615756991698
2011-05-01 158.49364313788300
2011-06-01 158.59393614730400
2011-07-01 158.53619703510900
2011-08-01 158.75726315183900
2011-09-01 159.58785747107500
2011-10-01 159.28793818180900
2011-11-01 159.62529319715700
2011-12-01 159.81027470529000
2012-01-01 161.71402528610100
2012-02-01 162.31972197920402
2012-03-01 163.17509184732100
2012-04-01 163.08575507224200
2012-05-01 163.66413184516000
2012-06-01 164.78670425237900
2012-07-01 165.46864698080400
2012-08-01 165.77288020269800
2012-09-01 166.40434085223900
2012-10-01 166.23453616614800
2012-11-01 166.52898204564198
2012-12-01 167.29824701027600
2013-01-01 167.79602419382300
2013-02-01 168.88729018859800
2013-03-01 169.31765434500200
2013-04-01 170.03839093267000
2013-05-01 170.92412917919398
2013-06-01 170.62133179631098
2013-07-01 170.54427737525100
2013-08-01 171.15618791380400
2013-09-01 171.21488529092400
2013-10-01 171.57161203979900
2013-11-01 172.22647549620900
2013-12-01 171.88403134097598
2014-01-01 171.55330740352700
2014-02-01 172.00218886045300
2014-03-01 172.22126177296602
2014-04-01 172.39846254955398
2014-05-01 172.57913350549900
2014-06-01 173.11217753512500
2014-07-01 172.76858160922000
2014-08-01 173.09561596071498
2014-09-01 173.14017389767300
2014-10-01 174.01827290029098
2014-11-01 175.11932667939600
2014-12-01 174.75397515099600
2015-01-01 175.28430538853598
2015-02-01 175.54418573732200
2015-03-01 175.66054088850700
2015-04-01 176.58385118327800
2015-05-01 177.44833913676900
2015-06-01 177.93683547503798
2015-07-01 180.03828002649900
2015-08-01 179.89543962943100
2015-09-01 180.30029503488400
2015-10-01 181.03285718141300
2015-11-01 181.40368480595300
2015-12-01 182.15001564935900
2016-01-01 182.46075911190500
2016-02-01 182.74251870956600
2016-03-01 183.15131905029900
2016-04-01 184.59375582667900
2016-05-01 184.79405146538102
2016-06-01 184.81525702505600
2016-07-01 186.97536047953201
2016-08-01 186.45780014277600
2016-09-01 187.84004576282800
2016-10-01 188.42482192303902
2016-11-01 188.58347600607800
2016-12-01 189.41936096954800
2017-01-01 189.56056734473702
2017-02-01 190.09343308714801
2017-03-01 191.23103955126800
2017-04-01 190.72553798761800
2017-05-01 191.25318229196301
2017-06-01 192.11741357618400
2017-07-01 191.77486778056098
2017-08-01 191.67655147792700
2017-09-01 192.16716710523400
2017-10-01 192.12860101910900
2017-11-01 192.41331167763400
2017-12-01 192.84231262461103
2018-01-01 192.96230933135100
2018-02-01 193.22185367691102
2018-03-01 193.81069553384202
2018-04-01 193.50731567020600
2018-05-01 193.57014269327300
2018-06-01 195.21672305476798
2018-07-01 193.95057666906300
2018-08-01 194.77506722579702
2018-09-01 194.61350702377700
2018-10-01 194.94762577189500
2018-11-01 195.31892885218102
2018-12-01 195.45149279869300
2019-01-01 196.52077208474800
2019-02-01 197.17116239475600
2019-03-01 197.86436991185100
2019-04-01 197.36279968010400
2019-05-01 197.91743138797600
2019-06-01 198.12315790568502
2019-07-01 198.90632985697300
2019-08-01 198.98455454920102
2019-09-01 199.09700694906000
2019-10-01 198.60959986575298
2019-11-01 200.02871351437600
2019-12-01 199.84260408446900
2020-01-01 201.41721001922298
2020-02-01 201.94606788648000
2020-03-01 200.80449596602700
2020-04-01 178.22552252541198
2020-05-01 181.00130176512698
2020-06-01 186.67625195411597
2020-07-01 187.95446847659000
2020-08-01 189.41669067045800
2020-09-01 190.18798564159800
2020-10-01 192.05763876637600
2020-11-01 192.47442793232300
2020-12-01 193.61784256202202
2021-01-01 193.65996078025300
2021-02-01 194.51246280854000
2021-03-01 195.09782036393298
2021-04-01 197.25012343006500
2021-05-01 197.42310064517898
2021-06-01 198.06018107975498
2021-07-01 199.90778738895400
2021-08-01 199.19852224115002
2021-09-01 198.85792316717700
2021-10-01 202.00368930323899
2021-11-01 202.34946471065400
2021-12-01 203.35941912036597
2022-01-01 203.32592520299500
2022-02-01 204.74738732585800
2022-03-01 206.04612007658400
2022-04-01 203.51977502758800
2022-05-01 204.20728294899300
2022-06-01 204.15793947153702
2022-07-01 205.17526249447500
2022-08-01 206.32985129308702
2022-09-01 207.10589848237700
2022-10-01 207.61955431101300
2022-11-01 208.48147537526200
2022-12-01 208.87901631031897
2023-01-01 210.68581792109500
2023-02-01 211.70169623345100
2023-03-01 212.31429752964002
2023-04-01 213.49841246771402
2023-05-01 214.90353580405602
2023-06-01 216.26578472124697
2023-07-01 217.14392721596002
2023-08-01 218.19733120475500
2023-09-01 219.17323718478800
2023-10-01 220.11154640718900
2023-11-01 221.26232329626097
2023-12-01 222.69715146777200
2024-01-01 223.64938400039900
2024-02-01 224.09373216603200
2024-03-01 225.20071908002900
2024-04-01 225.84167900461300
2024-05-01 226.11903540771000

Subscribe to the FRED newsletter


Follow us

Back to Top