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 2024-09-01
Last Updated 2024-10-23 5:40 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 17.141166606795600
1990-02-01 17.300663922350700
1990-03-01 18.073159174346900
1990-04-01 17.494552422596500
1990-05-01 17.447872264195198
1990-06-01 17.517798672624700
1990-07-01 17.591031815217800
1990-08-01 17.656754828359603
1990-09-01 17.802226085553800
1990-10-01 17.755653927316200
1990-11-01 17.538794371191300
1990-12-01 17.768103586603300
1991-01-01 18.227941687182398
1991-02-01 18.308549775968900
1991-03-01 18.485705522553200
1991-04-01 19.403153581670600
1991-05-01 19.362598236252900
1991-06-01 19.521087047273603
1991-07-01 19.482132015473300
1991-08-01 19.555412786657698
1991-09-01 19.623430194052500
1991-10-01 19.653756959269300
1991-11-01 19.606205344033100
1991-12-01 19.752624403918000
1992-01-01 20.212019675296700
1992-02-01 20.433096293465500
1992-03-01 20.409103588192700
1992-04-01 20.421731787244397
1992-05-01 20.680132057331400
1992-06-01 20.503715837908498
1992-07-01 20.770751405901300
1992-08-01 20.724734142126803
1992-09-01 20.923561701715300
1992-10-01 21.136339506754900
1992-11-01 21.275866772493600
1992-12-01 21.335816417717100
1993-01-01 21.334817671669000
1993-02-01 21.381621288664800
1993-03-01 21.546957705653895
1993-04-01 21.636932404574104
1993-05-01 21.888748810216605
1993-06-01 22.096844342744497
1993-07-01 22.144829560511305
1993-08-01 22.392944285245200
1993-09-01 22.006065691546397
1993-10-01 22.410550198669300
1993-11-01 22.561701639932200
1993-12-01 22.822340795497400
1994-01-01 21.993692390957197
1994-02-01 22.430457090078697
1994-03-01 22.479988037584896
1994-04-01 22.632237653619498
1994-05-01 22.682533822098698
1994-06-01 22.980555931604300
1994-07-01 23.131538348379603
1994-08-01 23.149623612712300
1994-09-01 23.395221313395400
1994-10-01 23.586472588631600
1994-11-01 23.884146298123103
1994-12-01 24.311263313542900
1995-01-01 23.254780187307300
1995-02-01 23.552772551683300
1995-03-01 23.598640369666700
1995-04-01 22.599360129416600
1995-05-01 22.558222094194400
1995-06-01 22.771880438370400
1995-07-01 22.633720079816500
1995-08-01 23.131394360024700
1995-09-01 23.361037568566400
1995-10-01 22.579914057856698
1995-11-01 22.632824672321895
1995-12-01 22.796449383161203
1996-01-01 23.033253827936600
1996-02-01 23.159981938237700
1996-03-01 23.402009438849603
1996-04-01 21.957494105245800
1996-05-01 22.016000847682100
1996-06-01 21.965278979549400
1996-07-01 22.261229240861898
1996-08-01 22.227919343446000
1996-09-01 22.326356330024600
1996-10-01 22.394424920537400
1996-11-01 22.176796261010498
1996-12-01 24.246628680401700
1997-01-01 26.684874119490104
1997-02-01 27.130477726839498
1997-03-01 27.276976793535900
1997-04-01 27.625690707549800
1997-05-01 27.871133362182803
1997-06-01 28.003336702356000
1997-07-01 28.288890162006997
1997-08-01 28.548076648113398
1997-09-01 28.862456838127400
1997-10-01 29.553489773832197
1997-11-01 29.692596275972100
1997-12-01 29.840663487863000
1998-01-01 30.845022557847400
1998-02-01 30.887375850853000
1998-03-01 30.937045576278500
1998-04-01 32.625755587222700
1998-05-01 32.643683638438100
1998-06-01 32.825107695091000
1998-07-01 32.732517504638000
1998-08-01 32.982627614078600
1998-09-01 33.093444527212704
1998-10-01 32.883420131118896
1998-11-01 33.280737352163400
1998-12-01 33.517787374545804
1999-01-01 33.403879325934895
1999-02-01 33.447702861954106
1999-03-01 33.685343548223300
1999-04-01 34.774488353514100
1999-05-01 34.768484160564200
1999-06-01 34.514255322516604
1999-07-01 34.769104128465700
1999-08-01 34.811822720212604
1999-09-01 35.082355105373104
1999-10-01 35.313822486034800
1999-11-01 35.647152400842600
1999-12-01 35.525576205034000
2000-01-01 35.048875492861300
2000-02-01 35.229249333637100
2000-03-01 35.350229116122800
2000-04-01 34.823511538874500
2000-05-01 32.916188230189400
2000-06-01 32.967999899867800
2000-07-01 35.085945828858600
2000-08-01 35.342795067827396
2000-09-01 35.260435621375706
2000-10-01 34.384201713026100
2000-11-01 34.125362382335400
2000-12-01 33.924056060238500
2001-01-01 28.166147748315200
2001-02-01 27.983278614524302
2001-03-01 28.150113710718397
2001-04-01 27.051885642938600
2001-05-01 27.152707715636100
2001-06-01 27.330792333800000
2001-07-01 27.164441808619700
2001-08-01 26.810177744792000
2001-09-01 26.866154633376397
2001-10-01 27.110277427363300
2001-11-01 27.027589562606696
2001-12-01 27.141057557197700
2002-01-01 26.877772445295200
2002-02-01 26.825681857566900
2002-03-01 26.648013241425700
2002-04-01 26.471891330240396
2002-05-01 26.491435025626696
2002-06-01 26.307003861055100
2002-07-01 25.938456736548700
2002-08-01 26.218804644557900
2002-09-01 26.232550733377700
2002-10-01 26.029840354186398
2002-11-01 26.114399780996898
2002-12-01 26.172157751637800
2003-01-01 25.192036545463100
2003-02-01 25.393018154678696
2003-03-01 25.277083111889898
2003-04-01 25.397784149357800
2003-05-01 25.207339123544603
2003-06-01 25.192930034314603
2003-07-01 24.909558704450603
2003-08-01 24.800209738397600
2003-09-01 24.573130108457303
2003-10-01 24.568995489829398
2003-11-01 24.292424190157600
2003-12-01 24.209679954764400
2004-01-01 23.213453207927200
2004-02-01 23.160673378802900
2004-03-01 23.541763399724600
2004-04-01 23.814113570133200
2004-05-01 23.808133043783698
2004-06-01 23.686414568658800
2004-07-01 23.665383685681300
2004-08-01 23.675032654547000
2004-09-01 23.616218899677300
2004-10-01 23.618014359507800
2004-11-01 23.774873275837102
2004-12-01 23.631040050476397
2005-01-01 23.550685713915000
2005-02-01 23.423990897922696
2005-03-01 23.504793946486500
2005-04-01 23.232864538135700
2005-05-01 23.197979991497398
2005-06-01 23.272108220776800
2005-07-01 23.925424988605105
2005-08-01 24.035974450679700
2005-09-01 24.364570417952000
2005-10-01 24.606970107637700
2005-11-01 25.063316906727000
2005-12-01 24.852354931304998
2006-01-01 24.674280106887498
2006-02-01 24.652819442236600
2006-03-01 24.566460998207003
2006-04-01 24.646041432408700
2006-05-01 24.792486366262000
2006-06-01 24.842508305982700
2006-07-01 24.793533544259600
2006-08-01 24.710271802446798
2006-09-01 24.742859979095200
2006-10-01 24.816078368117900
2006-11-01 24.792604227702302
2006-12-01 24.697487274355602
2007-01-01 24.461964325524600
2007-02-01 24.526737551095000
2007-03-01 24.508189736325804
2007-04-01 24.738994923558500
2007-05-01 24.765406946885400
2007-06-01 24.712184327452400
2007-07-01 24.990026359655400
2007-08-01 24.995749581687800
2007-09-01 25.053786730540600
2007-10-01 24.857418577624700
2007-11-01 24.820992117641396
2007-12-01 24.949742786814397
2008-01-01 25.128375229956497
2008-02-01 25.269921192529000
2008-03-01 25.425394749535304
2008-04-01 25.625871294636003
2008-05-01 25.733782882882900
2008-06-01 26.202608341637300
2008-07-01 26.197937073270600
2008-08-01 26.483879529550702
2008-09-01 26.688153964634400
2008-10-01 26.697674258853198
2008-11-01 26.946085203617102
2008-12-01 27.077601789039600
2009-01-01 25.985297247323200
2009-02-01 26.121197782500300
2009-03-01 26.118673221486800
2009-04-01 26.310763042689400
2009-05-01 26.311418792611700
2009-06-01 26.111765140920802
2009-07-01 25.704022236513800
2009-08-01 25.685209249016400
2009-09-01 25.429824886743397
2009-10-01 25.732194288366603
2009-11-01 25.661882865119400
2009-12-01 25.597527330263098
2010-01-01 26.441001407274400
2010-02-01 26.303305416668202
2010-03-01 26.497836463196897
2010-04-01 25.894738245333400
2010-05-01 26.103639712783398
2010-06-01 26.349502368612104
2010-07-01 26.487951294236602
2010-08-01 26.681354820550602
2010-09-01 26.872816574586600
2010-10-01 27.030767701878400
2010-11-01 27.368794120634604
2010-12-01 27.368537945075400
2011-01-01 27.625827346617400
2011-02-01 27.622928868939700
2011-03-01 27.683329761456104
2011-04-01 27.393382710520000
2011-05-01 27.615836141799697
2011-06-01 27.386759887619400
2011-07-01 27.646669516653300
2011-08-01 27.871029785023104
2011-09-01 27.893934452008800
2011-10-01 27.914559105052298
2011-11-01 28.090378425397102
2011-12-01 28.134408668734697
2012-01-01 27.820687038213300
2012-02-01 27.961791224380196
2012-03-01 28.062610737987600
2012-04-01 28.492756776558600
2012-05-01 28.737988966087500
2012-06-01 29.025286979036498
2012-07-01 29.309013531736497
2012-08-01 29.043096087336302
2012-09-01 29.305647817810100
2012-10-01 29.380781399504900
2012-11-01 29.421869936240000
2012-12-01 29.283865533569497
2013-01-01 30.334565191085800
2013-02-01 29.814030390016900
2013-03-01 29.949727824579803
2013-04-01 30.304037139468697
2013-05-01 29.975416002423803
2013-06-01 29.941209469811696
2013-07-01 30.079792063190700
2013-08-01 30.112800880606603
2013-09-01 29.988830797865500
2013-10-01 30.159473376638900
2013-11-01 30.061049860630103
2013-12-01 29.851923408342400
2014-01-01 29.635955441251898
2014-02-01 29.540711327372797
2014-03-01 29.624141519601103
2014-04-01 29.616486120718500
2014-05-01 29.614630002174696
2014-06-01 29.330921592933198
2014-07-01 29.306918953305697
2014-08-01 29.198424384053503
2014-09-01 29.070110290106300
2014-10-01 28.137359955657100
2014-11-01 28.163924821559200
2014-12-01 27.839243331664100
2015-01-01 28.443386779661900
2015-02-01 28.447977406648103
2015-03-01 28.404874174932800
2015-04-01 27.829201595016400
2015-05-01 27.443526188426900
2015-06-01 27.318584665303803
2015-07-01 26.558214519030800
2015-08-01 26.504618719673300
2015-09-01 26.231614517566200
2015-10-01 26.444998543193602
2015-11-01 26.144451076446600
2015-12-01 26.038532269304500
2016-01-01 25.844134318869500
2016-02-01 25.525879988405800
2016-03-01 25.375135961939000
2016-04-01 25.228336750016602
2016-05-01 25.363939868806200
2016-06-01 25.302045087101998
2016-07-01 25.719403474408498
2016-08-01 25.832181621924000
2016-09-01 25.814398448179997
2016-10-01 25.657937537416100
2016-11-01 25.696607417036400
2016-12-01 25.625815738020602
2017-01-01 25.543562657378500
2017-02-01 25.613542732155600
2017-03-01 25.646751215808802
2017-04-01 25.531686921014600
2017-05-01 25.672562558491100
2017-06-01 25.902828873549400
2017-07-01 25.771187615442100
2017-08-01 25.780654055116600
2017-09-01 25.897665504260400
2017-10-01 25.890039526012696
2017-11-01 25.851659646677200
2017-12-01 25.931072883236297
2018-01-01 25.426027231820100
2018-02-01 25.584907445978800
2018-03-01 25.503400928729896
2018-04-01 25.707963143762804
2018-05-01 25.561519018697100
2018-06-01 25.607766118818397
2018-07-01 25.637452937813700
2018-08-01 25.652820476813304
2018-09-01 25.601695135730502
2018-10-01 25.515782585432500
2018-11-01 25.519318037828400
2018-12-01 25.462840733610800
2019-01-01 25.283813808280502
2019-02-01 25.340903397446198
2019-03-01 25.453209132413500
2019-04-01 25.572337564426900
2019-05-01 25.437462819546298
2019-06-01 25.438474712762602
2019-07-01 25.406229008748300
2019-08-01 25.318107431622000
2019-09-01 24.905086296962300
2019-10-01 24.731968353116198
2019-11-01 25.505691864969002
2019-12-01 25.390685896282000
2020-01-01 25.445851972935600
2020-02-01 25.284431952759700
2020-03-01 25.110160280979600
2020-04-01 24.637399828217397
2020-05-01 24.723677341022302
2020-06-01 24.857576503994604
2020-07-01 24.267531195259300
2020-08-01 24.171625432591895
2020-09-01 23.814545638648200
2020-10-01 24.015877898404700
2020-11-01 24.000906657148300
2020-12-01 23.921171271796000
2021-01-01 24.016861501498898
2021-02-01 23.936308680804100
2021-03-01 24.001175042792397
2021-04-01 24.135557868203502
2021-05-01 24.322626506454100
2021-06-01 24.084942974733600
2021-07-01 24.102636183005000
2021-08-01 24.090210933432303
2021-09-01 24.112138787593200
2021-10-01 24.083885192900800
2021-11-01 23.986562046251700
2021-12-01 24.125624131205500
2022-01-01 24.612864906872602
2022-02-01 24.808686017863700
2022-03-01 24.815251863247400
2022-04-01 24.647751021339698
2022-05-01 24.434589847284100
2022-06-01 24.299554128211900
2022-07-01 24.208921979362500
2022-08-01 24.181580827092400
2022-09-01 24.204134482689298
2022-10-01 24.143547982776603
2022-11-01 23.977265392596003
2022-12-01 23.829568859816998
2023-01-01 23.327127734132700
2023-02-01 23.208348536364800
2023-03-01 22.965712823959100
2023-04-01 22.859249455826102
2023-05-01 22.743752996595200
2023-06-01 22.804341437318100
2023-07-01 22.578680716198804
2023-08-01 22.539124697964700
2023-09-01 22.595358531134400
2023-10-01 22.615478918429300
2023-11-01 22.573773270423604
2023-12-01 22.531474463830800
2024-01-01 22.456660717192197
2024-02-01 22.520744567334297
2024-03-01 22.508570903058000
2024-04-01 22.567158703013900
2024-05-01 22.657781507605900
2024-06-01 22.701744175630804
2024-07-01 22.857442260184303
2024-08-01 22.813398968834200
2024-09-01 22.593517157925400

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