Federal Reserve Economic Data

Table Data - All Employees: Other Services in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Other Services in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360848000000001SA
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 7:05 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 26.882736895456400
1990-02-01 26.538434003316300
1990-03-01 26.514522010389800
1990-04-01 27.622397136134800
1990-05-01 27.526206571402500
1990-06-01 27.689242169785700
1990-07-01 27.764316605717397
1990-08-01 27.759942187152300
1990-09-01 27.993334970372800
1990-10-01 28.896475706810400
1990-11-01 28.854184878820600
1990-12-01 28.856314293827600
1991-01-01 29.489899123799100
1991-02-01 28.444314859074698
1991-03-01 28.425330750684100
1991-04-01 27.918404610660602
1991-05-01 27.910049496323800
1991-06-01 27.884149305997200
1991-07-01 27.751137739140200
1991-08-01 27.644988480848497
1991-09-01 27.496967521538200
1991-10-01 27.604156758663603
1991-11-01 27.555065750551897
1991-12-01 27.578812031114502
1992-01-01 27.411492586830395
1992-02-01 27.455080724008496
1992-03-01 27.437573116952098
1992-04-01 27.419207320096504
1992-05-01 27.474851209073100
1992-06-01 27.262252549844700
1992-07-01 27.328986363588500
1992-08-01 27.408140970622100
1992-09-01 27.506006282687100
1992-10-01 27.429091137550696
1992-11-01 27.466642818277897
1992-12-01 27.508506434497900
1993-01-01 27.632064382727000
1993-02-01 27.775662416364900
1993-03-01 27.656630454181700
1993-04-01 27.922290661620696
1993-05-01 27.921690508921700
1993-06-01 28.035532132571696
1993-07-01 27.913002229135900
1993-08-01 27.867141075677800
1993-09-01 27.699117149880800
1993-10-01 27.961720143399000
1993-11-01 27.968342330885200
1993-12-01 27.938449522935702
1994-01-01 28.563486149702200
1994-02-01 28.300683527736300
1994-03-01 28.483368799545804
1994-04-01 28.536263103622900
1994-05-01 28.570058744076600
1994-06-01 28.477273596520902
1994-07-01 28.807112006328502
1994-08-01 28.837310321619100
1994-09-01 29.096720817973104
1994-10-01 28.590666042038800
1994-11-01 28.962122452853000
1994-12-01 28.842871804610400
1995-01-01 28.894033858030400
1995-02-01 29.037547642687997
1995-03-01 29.107952155694400
1995-04-01 29.054008909655900
1995-05-01 29.138879426651100
1995-06-01 29.325076155856500
1995-07-01 29.715695320020500
1995-08-01 29.524495275277100
1995-09-01 29.471001345823897
1995-10-01 29.392953691746200
1995-11-01 29.439836393066200
1995-12-01 29.729401682186104
1996-01-01 29.935662198448895
1996-02-01 29.782890673607202
1996-03-01 29.828195771507897
1996-04-01 29.990600197573198
1996-05-01 30.136041276160103
1996-06-01 30.565732979155303
1996-07-01 30.019048675371200
1996-08-01 30.117699511353397
1996-09-01 30.145231080186700
1996-10-01 30.172314437162800
1996-11-01 30.326649322842304
1996-12-01 30.183416436136998
1997-01-01 30.176559225856103
1997-02-01 30.346995886330800
1997-03-01 30.365697757592700
1997-04-01 30.315070444511104
1997-05-01 30.438700359657602
1997-06-01 30.428806001844200
1997-07-01 30.311450401527600
1997-08-01 30.303463882547200
1997-09-01 30.417795969394998
1997-10-01 30.431027120090900
1997-11-01 30.613436230611100
1997-12-01 30.844399245611600
1998-01-01 30.629504519908200
1998-02-01 30.411889631510100
1998-03-01 31.215650944873400
1998-04-01 30.832306974764600
1998-05-01 30.744131627561302
1998-06-01 30.885762969903197
1998-07-01 30.777146394298896
1998-08-01 30.887999176798300
1998-09-01 31.011216963046200
1998-10-01 29.793925104678603
1998-11-01 29.716348683134200
1998-12-01 29.706329647557300
1999-01-01 30.770444799953200
1999-02-01 30.766892557334500
1999-03-01 30.868191175201800
1999-04-01 30.735106933415900
1999-05-01 30.863547810001800
1999-06-01 30.668013973115200
1999-07-01 31.108625800931502
1999-08-01 31.155281211038698
1999-09-01 31.309689524569396
1999-10-01 31.371160199624300
1999-11-01 31.323814691303397
1999-12-01 31.512888591454800
2000-01-01 31.402233519898100
2000-02-01 31.396065079074300
2000-03-01 31.512402691008898
2000-04-01 31.741656897237100
2000-05-01 31.775827561011400
2000-06-01 31.736863119741603
2000-07-01 32.327666962656900
2000-08-01 32.027535186511500
2000-09-01 31.718324226746700
2000-10-01 32.069555592457500
2000-11-01 32.145097638926900
2000-12-01 32.337332854051200
2001-01-01 34.230009302093390
2001-02-01 34.422478917097700
2001-03-01 34.743374830240505
2001-04-01 35.115939853573300
2001-05-01 35.469402629416706
2001-06-01 35.807718877921400
2001-07-01 35.952735488322000
2001-08-01 36.214104085750996
2001-09-01 36.222321880998800
2001-10-01 36.781458005894706
2001-11-01 37.074360801264000
2001-12-01 37.389558484409800
2002-01-01 37.563683940326290
2002-02-01 37.744632311453800
2002-03-01 37.652032838129600
2002-04-01 37.576843012636104
2002-05-01 37.534775944070700
2002-06-01 37.647489830685500
2002-07-01 38.101899364361294
2002-08-01 38.141950982925500
2002-09-01 38.144486495014000
2002-10-01 37.883525947923495
2002-11-01 38.212539848596290
2002-12-01 37.843329852067704
2003-01-01 38.186301936603800
2003-02-01 38.156487762975500
2003-03-01 37.851382549337394
2003-04-01 37.728654929703005
2003-05-01 37.684785965523400
2003-06-01 37.697948590889204
2003-07-01 36.978759599851800
2003-08-01 37.278456971194700
2003-09-01 37.159962682787790
2003-10-01 37.185858853393896
2003-11-01 37.151943380439604
2003-12-01 37.001529996134200
2004-01-01 36.790146347706400
2004-02-01 36.855856752221400
2004-03-01 37.137120696889795
2004-04-01 37.201418209205400
2004-05-01 36.927569889204605
2004-06-01 36.760331803701700
2004-07-01 36.674089382505200
2004-08-01 36.418053982540200
2004-09-01 36.502639600947596
2004-10-01 36.075185309141396
2004-11-01 35.767916027870200
2004-12-01 35.829094256493000
2005-01-01 35.593898840977500
2005-02-01 35.456480865757200
2005-03-01 35.524075576761300
2005-04-01 35.869922195602996
2005-05-01 35.477616131011790
2005-06-01 35.660149301382106
2005-07-01 35.581027029247500
2005-08-01 35.443525766550700
2005-09-01 35.455259393606795
2005-10-01 35.766445163988800
2005-11-01 35.562957733804396
2005-12-01 35.621332671391500
2006-01-01 35.881749316073900
2006-02-01 35.868427717434100
2006-03-01 35.624851290503600
2006-04-01 35.839429574648600
2006-05-01 36.140973852502604
2006-06-01 36.276204497938200
2006-07-01 35.799896407561995
2006-08-01 35.964793255181400
2006-09-01 36.043760589119900
2006-10-01 35.832066038402296
2006-11-01 35.916297447285710
2006-12-01 35.906619675936106
2007-01-01 35.946540147105200
2007-02-01 36.082336596853900
2007-03-01 36.143065577141100
2007-04-01 35.822652740020000
2007-05-01 35.927698089543500
2007-06-01 35.904091879539200
2007-07-01 36.316328890601504
2007-08-01 36.377452176242500
2007-09-01 36.323391402054100
2007-10-01 36.285612905192200
2007-11-01 36.562553994243100
2007-12-01 36.597292822425400
2008-01-01 36.397672977444400
2008-02-01 36.598018062110400
2008-03-01 36.465070458635104
2008-04-01 36.408713712191800
2008-05-01 36.243492092550400
2008-06-01 36.242437070160996
2008-07-01 36.123300915297300
2008-08-01 35.992688034103500
2008-09-01 35.776925613887100
2008-10-01 35.721201730338500
2008-11-01 35.599394777172705
2008-12-01 35.601046777618900
2009-01-01 35.380971765970390
2009-02-01 35.020438277741300
2009-03-01 34.782464762214800
2009-04-01 35.094066009292500
2009-05-01 34.957388326871400
2009-06-01 34.562444871113300
2009-07-01 34.332623903791700
2009-08-01 34.414052441578804
2009-09-01 34.284771883055300
2009-10-01 34.465387430554900
2009-11-01 34.580193566918000
2009-12-01 34.305126208733700
2010-01-01 34.580966811238800
2010-02-01 34.428003724595100
2010-03-01 34.691798796123200
2010-04-01 34.668677784476400
2010-05-01 34.877646747575604
2010-06-01 35.183711612505500
2010-07-01 35.251308170277400
2010-08-01 35.124304607918200
2010-09-01 35.055467126892900
2010-10-01 35.425232118266000
2010-11-01 35.183208359295100
2010-12-01 35.339421940431100
2011-01-01 35.485625451300800
2011-02-01 35.407807135042795
2011-03-01 35.195038902280700
2011-04-01 35.861459562268706
2011-05-01 35.378627341466895
2011-06-01 35.476756665740000
2011-07-01 35.780623158295200
2011-08-01 35.726930609683400
2011-09-01 36.118940568143000
2011-10-01 36.022565422655000
2011-11-01 36.122480573906200
2011-12-01 36.068627514603600
2012-01-01 35.877868484824000
2012-02-01 36.060143584127395
2012-03-01 36.184757068750500
2012-04-01 36.153438867480700
2012-05-01 36.482133472401400
2012-06-01 36.793113658138200
2012-07-01 36.299654913119400
2012-08-01 36.417091138463896
2012-09-01 36.483549848479800
2012-10-01 36.455296630054605
2012-11-01 36.554883610817210
2012-12-01 36.692843937822900
2013-01-01 36.465567570618400
2013-02-01 36.908975270703294
2013-03-01 36.883054011758700
2013-04-01 36.854298402839106
2013-05-01 36.575822739673100
2013-06-01 36.783001993417500
2013-07-01 36.896487261169700
2013-08-01 37.199288279072500
2013-09-01 37.294533805494000
2013-10-01 37.213968672618800
2013-11-01 37.190886576286500
2013-12-01 37.200085722828000
2014-01-01 37.430348691392800
2014-02-01 37.468922607518700
2014-03-01 37.497385328677500
2014-04-01 37.941080608140300
2014-05-01 37.574966793862000
2014-06-01 37.576865219245500
2014-07-01 37.279149087532900
2014-08-01 37.359786727506700
2014-09-01 37.428390212467300
2014-10-01 37.471614477832600
2014-11-01 37.500736187138500
2014-12-01 37.631725038503205
2015-01-01 37.694718869228000
2015-02-01 37.655642836732400
2015-03-01 37.810391830066294
2015-04-01 37.839664955094000
2015-05-01 38.067406294221200
2015-06-01 37.944184243945800
2015-07-01 38.130070860291400
2015-08-01 38.032205048061900
2015-09-01 38.391281588497100
2015-10-01 38.618167419482400
2015-11-01 38.700698151221790
2015-12-01 38.859917404449300
2016-01-01 38.960076466523795
2016-02-01 38.961275196993900
2016-03-01 38.825244640114796
2016-04-01 38.952160512748800
2016-05-01 38.863435803302800
2016-06-01 39.119798018437800
2016-07-01 39.257044024989700
2016-08-01 39.401303795490400
2016-09-01 39.038149691278400
2016-10-01 39.151448940479300
2016-11-01 39.292345973734605
2016-12-01 39.503348120145500
2017-01-01 39.654100585579904
2017-02-01 39.768853724162100
2017-03-01 39.827454829729206
2017-04-01 40.278481115107205
2017-05-01 40.167159390763395
2017-06-01 40.281187128198496
2017-07-01 40.272539321963600
2017-08-01 40.581084473642896
2017-09-01 40.475122942578800
2017-10-01 40.475919396210100
2017-11-01 40.586784898639700
2017-12-01 40.446230390972400
2018-01-01 40.471818794151000
2018-02-01 40.673382053392295
2018-03-01 40.903100056444500
2018-04-01 40.910212811674400
2018-05-01 40.975989371260795
2018-06-01 40.850186381692600
2018-07-01 40.914539625520895
2018-08-01 40.862196526282500
2018-09-01 40.690165400407710
2018-10-01 41.586698952028705
2018-11-01 41.275745155365210
2018-12-01 41.286117387215210
2019-01-01 41.318671240072604
2019-02-01 41.059090330347900
2019-03-01 40.956417476256400
2019-04-01 40.941620821283500
2019-05-01 41.100279299648000
2019-06-01 41.121743726858895
2019-07-01 41.379410440653100
2019-08-01 41.281452496883205
2019-09-01 41.193647008106396
2019-10-01 41.170860017543400
2019-11-01 41.149073340981800
2019-12-01 41.297828094303895
2020-01-01 41.769741214742496
2020-02-01 41.747566398635500
2020-03-01 40.722725501774400
2020-04-01 27.489771102505497
2020-05-01 28.418988658032000
2020-06-01 29.083869358191500
2020-07-01 28.964569791756897
2020-08-01 29.008421468941002
2020-09-01 30.694171690013200
2020-10-01 33.758640211492704
2020-11-01 33.811356826111100
2020-12-01 32.174107824966995
2021-01-01 30.532912542000000
2021-02-01 32.728424563718700
2021-03-01 33.312058025695700
2021-04-01 34.733494710794000
2021-05-01 35.051920359481805
2021-06-01 35.031972154578800
2021-07-01 36.454458882204400
2021-08-01 36.636599142794200
2021-09-01 36.794347994501294
2021-10-01 38.347844953160504
2021-11-01 38.574752779241200
2021-12-01 38.937571468753400
2022-01-01 38.587166211067000
2022-02-01 38.831112983798500
2022-03-01 38.723576333393204
2022-04-01 38.664979290773395
2022-05-01 38.557723795219600
2022-06-01 38.575823484304400
2022-07-01 39.065310015966794
2022-08-01 39.248525348389500
2022-09-01 39.597731242393710
2022-10-01 39.954661437076900
2022-11-01 40.038206821751100
2022-12-01 40.090202935685000
2023-01-01 40.340692776210105
2023-02-01 40.534513530251600
2023-03-01 40.342462723389700
2023-04-01 40.781213258340700
2023-05-01 41.061456669166700
2023-06-01 41.435865408368700
2023-07-01 41.775479738632100
2023-08-01 41.558901873009700
2023-09-01 41.697718359544100
2023-10-01 41.751693528372400
2023-11-01 42.114111586190500
2023-12-01 42.359561871983200
2024-01-01 42.263845929117900
2024-02-01 41.349914252782200
2024-03-01 41.772640482805800
2024-04-01 41.994614355027100
2024-05-01 42.252465931430000
2024-06-01 42.400608021637204
2024-07-01 42.077193988403394
2024-08-01 42.555950299451700
2024-09-01 42.600913919433000
2024-10-01 42.663091397784900
2024-11-01 41.705976736701600

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