Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Management of Companies and Enterprises in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Professional and Business Services: Management of Companies and Enterprises in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846055000001SA
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 17.140683936248000
1990-02-01 17.300192172144800
1990-03-01 18.073591984198200
1990-04-01 17.492538702167100
1990-05-01 17.446115092231400
1990-06-01 17.516291567792600
1990-07-01 17.589613380423300
1990-08-01 17.655434800936998
1990-09-01 17.796614246093600
1990-10-01 17.754902271010900
1990-11-01 17.539157274946200
1990-12-01 17.782180017017698
1991-01-01 18.228083364394600
1991-02-01 18.307951983919200
1991-03-01 18.485930675712700
1991-04-01 19.401050197545302
1991-05-01 19.360720414648800
1991-06-01 19.519520205365602
1991-07-01 19.480788443005103
1991-08-01 19.554206466020897
1991-09-01 19.616204745235500
1991-10-01 19.652666180504300
1991-11-01 19.607006685407900
1991-12-01 19.767350088587900
1992-01-01 20.213245663339100
1992-02-01 20.432580155338500
1992-03-01 20.409323957928200
1992-04-01 20.419704433644800
1992-05-01 20.678339020849000
1992-06-01 20.502215574119397
1992-07-01 20.769423839879200
1992-08-01 20.724574231108697
1992-09-01 20.914149076776700
1992-10-01 21.134053701104800
1992-11-01 21.277142192695802
1992-12-01 21.350025485788397
1993-01-01 21.337306949746400
1993-02-01 21.381596562345102
1993-03-01 21.547564644066500
1993-04-01 21.635397419479100
1993-05-01 21.887365171188396
1993-06-01 22.095702268059000
1993-07-01 22.143533034450602
1993-08-01 22.393362060266103
1993-09-01 21.995404764866500
1993-10-01 22.406294187077602
1993-11-01 22.562586632420203
1993-12-01 22.832363294460603
1994-01-01 21.999648659248600
1994-02-01 22.432355702188897
1994-03-01 22.481445111804900
1994-04-01 22.631320806196300
1994-05-01 22.681847093489200
1994-06-01 22.979992220193300
1994-07-01 23.130107132600102
1994-08-01 23.150676122319396
1994-09-01 23.382916295985500
1994-10-01 23.579960633598400
1994-11-01 23.881832588856696
1994-12-01 24.317058098834600
1995-01-01 23.269476366717100
1995-02-01 23.554284591042600
1995-03-01 23.598877920754298
1995-04-01 22.600538610283603
1995-05-01 22.558626111380402
1995-06-01 22.771452472584800
1995-07-01 22.631850714843500
1995-08-01 23.131349673086200
1995-09-01 23.349858275766397
1995-10-01 22.570974872109698
1995-11-01 22.627935675370498
1995-12-01 22.798319016280697
1996-01-01 23.057310908919600
1996-02-01 23.162652964479300
1996-03-01 23.401778068558503
1996-04-01 21.960349279905000
1996-05-01 22.014158196537300
1996-06-01 21.962872946429300
1996-07-01 22.257012018698695
1996-08-01 22.225894530087000
1996-09-01 22.316745414063900
1996-10-01 22.384046709611003
1996-11-01 22.171040414679798
1996-12-01 24.252010948913200
1997-01-01 26.722095876618802
1997-02-01 27.138225202335896
1997-03-01 27.277292176481200
1997-04-01 27.629686150665100
1997-05-01 27.861589706425800
1997-06-01 27.992084410643200
1997-07-01 28.275606295708000
1997-08-01 28.540915415016197
1997-09-01 28.853478796718100
1997-10-01 29.537804955006800
1997-11-01 29.687286254462000
1997-12-01 29.856015955720896
1998-01-01 30.897802901441400
1998-02-01 30.920301979673300
1998-03-01 30.941361799740502
1998-04-01 32.628099613488600
1998-05-01 32.605903698757100
1998-06-01 32.793781463890500
1998-07-01 32.706167321358600
1998-08-01 32.965394062732700
1998-09-01 33.087864604088104
1998-10-01 32.869803398548000
1998-11-01 33.281923741005300
1998-12-01 33.551014570705200
1999-01-01 33.471863621490805
1999-02-01 33.510054747094900
1999-03-01 33.694802161788104
1999-04-01 34.772209520421500
1999-05-01 34.698265359666600
1999-06-01 34.457087991938400
1999-07-01 34.734248486704300
1999-08-01 34.782155513653500
1999-09-01 35.080600269208900
1999-10-01 35.304071207025710
1999-11-01 35.659330478929796
1999-12-01 35.572764057661000
2000-01-01 35.122979823934195
2000-02-01 35.333117118572300
2000-03-01 35.364810838667495
2000-04-01 34.814053860642900
2000-05-01 32.822583854047500
2000-06-01 32.894496997396104
2000-07-01 35.048248233540100
2000-08-01 35.303285069842500
2000-09-01 35.261658742378600
2000-10-01 34.382926313343800
2000-11-01 34.145946046555096
2000-12-01 33.973463059277300
2001-01-01 28.222223970364700
2001-02-01 28.081189519928200
2001-03-01 28.163867849972600
2001-04-01 27.039732277651500
2001-05-01 27.070414524411900
2001-06-01 27.263073003841200
2001-07-01 27.136994603423700
2001-08-01 26.778363793626298
2001-09-01 26.867918480319700
2001-10-01 27.112124069075698
2001-11-01 27.045246595516800
2001-12-01 27.174992602937103
2002-01-01 26.924587320162303
2002-02-01 26.927375111902900
2002-03-01 26.660933649791797
2002-04-01 26.460587252384800
2002-05-01 26.409851150613300
2002-06-01 26.246213989283902
2002-07-01 25.916618112974300
2002-08-01 26.190744461594100
2002-09-01 26.235464619532298
2002-10-01 26.035229486982498
2002-11-01 26.128998878814300
2002-12-01 26.195691773127304
2003-01-01 25.229710446148300
2003-02-01 25.472386302166100
2003-03-01 25.284915667536000
2003-04-01 25.391268843396897
2003-05-01 25.144438506177100
2003-06-01 25.146876570745000
2003-07-01 24.895770843056397
2003-08-01 24.781015914595000
2003-09-01 24.574855526668202
2003-10-01 24.574021227671103
2003-11-01 24.301756326633000
2003-12-01 24.221541966312200
2004-01-01 23.238707880230000
2004-02-01 23.214542974862500
2004-03-01 23.543899496040396
2004-04-01 23.813071224148900
2004-05-01 23.764225373224804
2004-06-01 23.658706577067900
2004-07-01 23.656619022572700
2004-08-01 23.665589365959500
2004-09-01 23.617358678445395
2004-10-01 23.622542706087700
2004-11-01 23.780020167898396
2004-12-01 23.635924039540800
2005-01-01 23.566731344914200
2005-02-01 23.454846840036996
2005-03-01 23.503410410715603
2005-04-01 23.235236287375603
2005-05-01 23.173664518159400
2005-06-01 23.257786855718603
2005-07-01 23.918963514088200
2005-08-01 24.034127027027502
2005-09-01 24.365287265548503
2005-10-01 24.608318086082000
2005-11-01 25.063988858434800
2005-12-01 24.852438174529600
2006-01-01 24.685450816040102
2006-02-01 24.672189577947602
2006-03-01 24.564691641625100
2006-04-01 24.651657261546504
2006-05-01 24.774081544704500
2006-06-01 24.835508520684800
2006-07-01 24.787993671436300
2006-08-01 24.711947042884496
2006-09-01 24.744382437283395
2006-10-01 24.815830184685996
2006-11-01 24.790702594365396
2006-12-01 24.693543203892700
2007-01-01 24.471255288856300
2007-02-01 24.539291129795103
2007-03-01 24.506349206730600
2007-04-01 24.744545163699000
2007-05-01 24.754968791774100
2007-06-01 24.708114730246802
2007-07-01 24.987238804158100
2007-08-01 24.996860683576397
2007-09-01 25.054491631903500
2007-10-01 24.855625486163696
2007-11-01 24.817377214259100
2007-12-01 24.941657204782500
2008-01-01 25.136882169971600
2008-02-01 25.284372231615897
2008-03-01 25.424674003493800
2008-04-01 25.629614757068600
2008-05-01 25.728601881602803
2008-06-01 26.199770740393895
2008-07-01 26.195855877745600
2008-08-01 26.483410260886500
2008-09-01 26.688112040377998
2008-10-01 26.694664597820100
2008-11-01 26.941241798058897
2008-12-01 27.065268271283497
2009-01-01 25.993254621911102
2009-02-01 26.138384648503500
2009-03-01 26.119113751763102
2009-04-01 26.312748269198700
2009-05-01 26.311107565069500
2009-06-01 26.109689581395300
2009-07-01 25.702242488516504
2009-08-01 25.683310592453300
2009-09-01 25.428960380153605
2009-10-01 25.728557979173000
2009-11-01 25.656921315289600
2009-12-01 25.584736116695800
2010-01-01 26.448714834551800
2010-02-01 26.319821267645600
2010-03-01 26.500839770986300
2010-04-01 25.896618740998000
2010-05-01 26.103235144380900
2010-06-01 26.348226288445503
2010-07-01 26.485713734215498
2010-08-01 26.679021702430500
2010-09-01 26.871783460885200
2010-10-01 27.027520485452800
2010-11-01 27.364727430096302
2010-12-01 27.355963477029600
2011-01-01 27.632007453380500
2011-02-01 27.638956765657000
2011-03-01 27.685747814714700
2011-04-01 27.395029553154696
2011-05-01 27.615336383678603
2011-06-01 27.385916611837896
2011-07-01 27.644063837234302
2011-08-01 27.869010143668700
2011-09-01 27.893194717680103
2011-10-01 27.912379909877302
2011-11-01 28.087864836354200
2011-12-01 28.125297198351603
2012-01-01 27.824848646042400
2012-02-01 27.972780877397398
2012-03-01 28.064594664912000
2012-04-01 28.493833766304196
2012-05-01 28.737338407684398
2012-06-01 29.024991366750600
2012-07-01 29.306473950371700
2012-08-01 29.041743693856300
2012-09-01 29.305359966333700
2012-10-01 29.379785506577800
2012-11-01 29.420932617664900
2012-12-01 29.278634440300998
2013-01-01 30.336568510253898
2013-02-01 29.819974977934700
2013-03-01 29.951208233911500
2013-04-01 30.304664474652800
2013-05-01 29.975031914661102
2013-06-01 29.941195537583500
2013-07-01 30.077955352412200
2013-08-01 30.112286369408302
2013-09-01 29.988857910837698
2013-10-01 30.159263020036500
2013-11-01 30.060675107987500
2013-12-01 29.849368226577102
2014-01-01 29.637305054264400
2014-02-01 29.541837029875698
2014-03-01 29.625427993965000
2014-04-01 29.616803146580402
2014-05-01 29.614622598284600
2014-06-01 29.331049209625697
2014-07-01 29.305874465499300
2014-08-01 29.198321697729398
2014-09-01 29.070344924847300
2014-10-01 28.137483687790297
2014-11-01 28.163822922557898
2014-12-01 27.837695438335600
2015-01-01 28.444026186276698
2015-02-01 28.448324468729002
2015-03-01 28.405454352761502
2015-04-01 27.829263554726000
2015-05-01 27.443655106113802
2015-06-01 27.318642192788000
2015-07-01 26.557703262043000
2015-08-01 26.504677301160400
2015-09-01 26.231870636999300
2015-10-01 26.445116586774603
2015-11-01 26.144329546897602
2015-12-01 26.037802951707000
2016-01-01 25.844352613926898
2016-02-01 25.525968749154803
2016-03-01 25.375448773142100
2016-04-01 25.228275127070800
2016-05-01 25.363978538334000
2016-06-01 25.302078455929800
2016-07-01 25.719113759763697
2016-08-01 25.832254231327700
2016-09-01 25.814655985698000
2016-10-01 25.658091343896800
2016-11-01 25.696542778183400
2016-12-01 25.625471058345298
2017-01-01 25.543586121532800
2017-02-01 25.613617374604000
2017-03-01 25.646942577064600
2017-04-01 25.531352806308103
2017-05-01 25.672540449930896
2017-06-01 25.902822011743602
2017-07-01 25.771021870446802
2017-08-01 25.780761933499605
2017-09-01 25.898124639242603
2017-10-01 25.890241154271700
2017-11-01 25.851683728321400
2017-12-01 25.930848409624300
2018-01-01 25.425979185678703
2018-02-01 25.584892999597200
2018-03-01 25.503464108743803
2018-04-01 25.707392006019898
2018-05-01 25.561137478992400
2018-06-01 25.607897105860800
2018-07-01 25.637517648333503
2018-08-01 25.653025965649200
2018-09-01 25.602477188850997
2018-10-01 25.516240579735104
2018-11-01 25.519194971535896
2018-12-01 25.462512153676400
2019-01-01 25.284018336737700
2019-02-01 25.340520022830000
2019-03-01 25.452671512831696
2019-04-01 25.571739000899402
2019-05-01 25.436787270388102
2019-06-01 25.438754565722300
2019-07-01 25.406653634747400
2019-08-01 25.318682052913400
2019-09-01 24.906423862507400
2019-10-01 24.732774183739200
2019-11-01 25.505374250943603
2019-12-01 25.390054338857798
2020-01-01 25.446173275725002
2020-02-01 25.283468014857696
2020-03-01 25.108801212444100
2020-04-01 24.636638624127800
2020-05-01 24.722403614442300
2020-06-01 24.857912480960497
2020-07-01 24.268456818143300
2020-08-01 24.173124291791300
2020-09-01 23.816873743878897
2020-10-01 24.017473572805600
2020-11-01 24.000561741501198
2020-12-01 23.920220603710103
2021-01-01 24.017262152869200
2021-02-01 23.934717978957500
2021-03-01 23.998523307209002
2021-04-01 24.133467788758100
2021-05-01 24.320021045746604
2021-06-01 24.084936992878102
2021-07-01 24.104452524784900
2021-08-01 24.093509922058303
2021-09-01 24.116705929732700
2021-10-01 24.089999499496700
2021-11-01 23.984195642066304
2021-12-01 24.123367788369002
2022-01-01 24.613247197755300
2022-02-01 24.806474107406398
2022-03-01 24.810349832393500
2022-04-01 24.643301228278000
2022-05-01 24.429813630702200
2022-06-01 24.299083507029200
2022-07-01 24.213855899220800
2022-08-01 24.188230565755100
2022-09-01 24.209760160738202
2022-10-01 24.154727664777700
2022-11-01 23.969047765492700
2022-12-01 23.826307910184300
2023-01-01 23.328250527008000
2023-02-01 23.206383912287100
2023-03-01 22.959325162653798
2023-04-01 22.853121375044605
2023-05-01 22.737731034356603
2023-06-01 22.803560999521700
2023-07-01 22.586847284077603
2023-08-01 22.548919829595200
2023-09-01 22.601454637506000
2023-10-01 22.629933575522700
2023-11-01 22.557852645260500
2023-12-01 22.527653321204100
2024-01-01 22.458646064439000
2024-02-01 22.519563123128800
2024-03-01 22.501253286538200
2024-04-01 22.559838874892000
2024-05-01 22.650894903110200
2024-06-01 22.700828165192700
2024-07-01 22.869565389108300
2024-08-01 22.826744555550103
2024-09-01 22.599410941640897
2024-10-01 22.514614297234200
2024-11-01 22.542737246722698

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