Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oakland-Hayward-Berkeley, CA (MD)

Title All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oakland-Hayward-Berkeley, CA (MD)
Series ID SMU06360846054130001SA
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 10.185235486370800
1990-02-01 10.408031957011000
1990-03-01 10.511628817233800
1990-04-01 10.689409078613599
1990-05-01 10.852344238936698
1990-06-01 10.945062999702001
1990-07-01 10.997048035159600
1990-08-01 11.089072573031800
1990-09-01 11.273784788137400
1990-10-01 11.573871646715000
1990-11-01 11.742432207387500
1990-12-01 11.639749465700000
1991-01-01 10.879764400871402
1991-02-01 10.892864732441600
1991-03-01 10.912642041970600
1991-04-01 11.400580482708198
1991-05-01 11.860954938296300
1991-06-01 11.651133064337700
1991-07-01 11.001681320900400
1991-08-01 10.964909158512800
1991-09-01 10.929794192384900
1991-10-01 11.009966356435699
1991-11-01 11.153647163979300
1991-12-01 11.269667557782200
1992-01-01 11.384341413987999
1992-02-01 11.350767263325600
1992-03-01 11.324398035748699
1992-04-01 11.212814370491099
1992-05-01 11.153689264796600
1992-06-01 11.048670260260801
1992-07-01 11.115539137655300
1992-08-01 11.125523588532600
1992-09-01 11.049555761472100
1992-10-01 11.069397113232900
1992-11-01 10.979227408645999
1992-12-01 10.928812679946999
1993-01-01 10.913648902260801
1993-02-01 10.918956182069700
1993-03-01 11.129353319120500
1993-04-01 10.794040234295599
1993-05-01 10.630820291484400
1993-06-01 10.523957911136801
1993-07-01 10.921676762897802
1993-08-01 11.391074620037301
1993-09-01 11.263497005440900
1993-10-01 11.241897901660400
1993-11-01 11.326217167486998
1993-12-01 11.701650321020999
1994-01-01 11.259627520206699
1994-02-01 11.307450892780000
1994-03-01 11.122687655950500
1994-04-01 10.245943975381100
1994-05-01 10.283705353870600
1994-06-01 10.180761330417200
1994-07-01 10.011551424786200
1994-08-01 9.979525611846370
1994-09-01 9.934614650134689
1994-10-01 9.779267285282390
1994-11-01 9.874791452307539
1994-12-01 9.865298989694109
1995-01-01 10.007361142942699
1995-02-01 10.050356930915400
1995-03-01 10.191912705486600
1995-04-01 10.270849468794099
1995-05-01 10.238302181971699
1995-06-01 10.232584613311500
1995-07-01 10.391941915291400
1995-08-01 10.392729962662200
1995-09-01 10.361408665968000
1995-10-01 9.882192210109480
1995-11-01 10.096748446084100
1995-12-01 10.174154850120301
1996-01-01 10.258426263952199
1996-02-01 10.319944931589301
1996-03-01 10.379014317040100
1996-04-01 10.212514549005400
1996-05-01 10.193597505496198
1996-06-01 10.282225107406198
1996-07-01 10.279707932784700
1996-08-01 10.217360685162301
1996-09-01 10.223281567511801
1996-10-01 10.358174012737400
1996-11-01 10.372204619116300
1996-12-01 10.431005919567000
1997-01-01 10.607895844030802
1997-02-01 10.713485588850200
1997-03-01 10.799883058319900
1997-04-01 10.867134870360902
1997-05-01 11.058230106692500
1997-06-01 10.950379276014200
1997-07-01 10.872423350979800
1997-08-01 10.829559416851600
1997-09-01 11.076124547452500
1997-10-01 11.130854376466901
1997-11-01 11.340160820444200
1997-12-01 11.353971759794801
1998-01-01 11.241252131470402
1998-02-01 11.198033453254900
1998-03-01 11.054126677781200
1998-04-01 11.439757864585600
1998-05-01 11.538639128088400
1998-06-01 11.635442829873600
1998-07-01 11.748725723079900
1998-08-01 11.828032723703899
1998-09-01 11.921610675434101
1998-10-01 12.013180972180700
1998-11-01 12.118710325751400
1998-12-01 12.308602083526301
1999-01-01 12.141648736614599
1999-02-01 12.234387009976098
1999-03-01 12.199977097628699
1999-04-01 12.531007948277098
1999-05-01 12.637208921957800
1999-06-01 12.751185762829401
1999-07-01 12.819042304438500
1999-08-01 12.806386859445901
1999-09-01 12.743700599239500
1999-10-01 12.819596163479801
1999-11-01 12.621281474643700
1999-12-01 12.692422269866100
2000-01-01 13.415943094254400
2000-02-01 13.320285518890701
2000-03-01 13.322538248630600
2000-04-01 13.440905021290500
2000-05-01 13.447394587104199
2000-06-01 13.490044938999500
2000-07-01 13.501543754139302
2000-08-01 13.580458882236199
2000-09-01 13.745808085937801
2000-10-01 14.260467988017400
2000-11-01 14.198161608572700
2000-12-01 14.289308468789502
2001-01-01 14.505858796404500
2001-02-01 14.668021991128400
2001-03-01 14.697078385256100
2001-04-01 14.481978382009200
2001-05-01 14.474626179402001
2001-06-01 14.740044927409699
2001-07-01 14.902862881912501
2001-08-01 14.854667388188900
2001-09-01 14.828360326481200
2001-10-01 14.700700288248198
2001-11-01 14.680401626717599
2001-12-01 14.672844299864199
2002-01-01 14.295508878132699
2002-02-01 14.620263141683000
2002-03-01 14.545515475917599
2002-04-01 14.835815035762401
2002-05-01 14.916094365000301
2002-06-01 14.886652928827200
2002-07-01 14.910175178269998
2002-08-01 14.952781360912000
2002-09-01 14.911381973721301
2002-10-01 14.813661190067899
2002-11-01 14.861070193843600
2002-12-01 14.744428459120900
2003-01-01 14.592876219214300
2003-02-01 14.590059264176700
2003-03-01 14.574458281293001
2003-04-01 14.493887074806098
2003-05-01 14.483693568650699
2003-06-01 14.501968887175000
2003-07-01 14.507946007915098
2003-08-01 14.570520519578700
2003-09-01 14.608331693439801
2003-10-01 14.679724803344300
2003-11-01 14.675436622056600
2003-12-01 14.717025126557800
2004-01-01 14.981333967795598
2004-02-01 14.976116628676800
2004-03-01 14.921131434100802
2004-04-01 14.748475274508099
2004-05-01 14.750745626845700
2004-06-01 14.691296477685200
2004-07-01 14.790978998303402
2004-08-01 14.783822072708400
2004-09-01 14.892149134778400
2004-10-01 14.956188869978800
2004-11-01 14.990141008052301
2004-12-01 15.107662698186100
2005-01-01 15.093257990402998
2005-02-01 15.073077189836301
2005-03-01 14.889303660906200
2005-04-01 15.481785401644500
2005-05-01 15.700752423512000
2005-06-01 15.671377020130699
2005-07-01 15.361014730839800
2005-08-01 15.467531915825500
2005-09-01 15.571553271153700
2005-10-01 15.856340327418598
2005-11-01 15.916397985338400
2005-12-01 16.037979059200403
2006-01-01 15.893690053084800
2006-02-01 15.951781821113400
2006-03-01 15.980395470286900
2006-04-01 15.809117025107300
2006-05-01 15.912512127784500
2006-06-01 16.074391928536300
2006-07-01 16.032947530569000
2006-08-01 16.036004693047598
2006-09-01 16.028995392022000
2006-10-01 15.796655208648100
2006-11-01 15.743792691370300
2006-12-01 15.591979786210699
2007-01-01 15.667568647919700
2007-02-01 15.822997061923400
2007-03-01 15.892319800833599
2007-04-01 15.901573251285901
2007-05-01 15.978839025479699
2007-06-01 15.999718566496401
2007-07-01 16.234759036299700
2007-08-01 16.323617403718300
2007-09-01 16.330976564473400
2007-10-01 16.320398512107197
2007-11-01 16.369931984682697
2007-12-01 16.430681540829000
2008-01-01 16.606155042325300
2008-02-01 16.594064317090400
2008-03-01 16.616270593841300
2008-04-01 16.674683617297000
2008-05-01 16.625774248125100
2008-06-01 16.615397801280800
2008-07-01 16.666707991176800
2008-08-01 16.653199986445100
2008-09-01 16.657844580896000
2008-10-01 16.528792730061800
2008-11-01 16.478444094505300
2008-12-01 16.444863446682700
2009-01-01 16.258110876567300
2009-02-01 16.073573064281500
2009-03-01 15.843003454425500
2009-04-01 15.632982739496200
2009-05-01 15.565746255210800
2009-06-01 15.403460304893100
2009-07-01 15.211489688133499
2009-08-01 15.100548258249200
2009-09-01 15.115241681220500
2009-10-01 15.213364149740801
2009-11-01 15.275620006377801
2009-12-01 15.151325814288398
2010-01-01 15.135874614739200
2010-02-01 15.063790294112199
2010-03-01 15.058493630339001
2010-04-01 15.102893981032500
2010-05-01 15.024669715886100
2010-06-01 14.966736050510399
2010-07-01 14.939134080794199
2010-08-01 14.833902698731900
2010-09-01 14.851242608997500
2010-10-01 14.113489510184401
2010-11-01 14.168723740307600
2010-12-01 14.165316315890000
2011-01-01 14.443397780074400
2011-02-01 14.354553376323302
2011-03-01 14.265608219608099
2011-04-01 14.495653422449902
2011-05-01 14.498103881944600
2011-06-01 14.530187824537899
2011-07-01 14.548102744295301
2011-08-01 14.538208999359300
2011-09-01 14.558734454309300
2011-10-01 14.526369850478401
2011-11-01 14.467031315853000
2011-12-01 14.477466153921199
2012-01-01 14.456100077465802
2012-02-01 14.455695251878100
2012-03-01 14.470532160503302
2012-04-01 14.406304892997100
2012-05-01 14.498190517732699
2012-06-01 14.499311748820600
2012-07-01 14.441421774362800
2012-08-01 14.516330328778698
2012-09-01 14.450259956834900
2012-10-01 14.546368023867302
2012-11-01 14.553126668822800
2012-12-01 14.784693206810601
2013-01-01 14.571746561816198
2013-02-01 14.562369282499900
2013-03-01 14.592159795483502
2013-04-01 14.613207441760200
2013-05-01 14.617462064280500
2013-06-01 14.595021350127700
2013-07-01 14.612320210581900
2013-08-01 14.591879996583199
2013-09-01 14.727328707626901
2013-10-01 14.656372170681600
2013-11-01 14.729512564038100
2013-12-01 14.783841015352099
2014-01-01 14.888974573640600
2014-02-01 14.976647899272999
2014-03-01 15.033844923824400
2014-04-01 15.020545534552300
2014-05-01 15.050122516667600
2014-06-01 15.201184611548800
2014-07-01 15.172303840689098
2014-08-01 15.249735114013000
2014-09-01 15.213394841658301
2014-10-01 15.245321481912802
2014-11-01 15.303021450872901
2014-12-01 15.271085026507800
2015-01-01 15.413651802301100
2015-02-01 15.512561393502901
2015-03-01 15.589636082909200
2015-04-01 15.720096044418900
2015-05-01 15.779230989313000
2015-06-01 15.720394783276598
2015-07-01 15.919364120448401
2015-08-01 15.905206896581600
2015-09-01 15.788353664990100
2015-10-01 16.223122813852598
2015-11-01 16.195861238384598
2015-12-01 16.347378960376197
2016-01-01 16.150510594721100
2016-02-01 16.361037452859800
2016-03-01 16.336623181938500
2016-04-01 16.635593550150700
2016-05-01 16.497738775855400
2016-06-01 16.310840048593800
2016-07-01 16.580527890736498
2016-08-01 16.648643882293400
2016-09-01 16.869676926188500
2016-10-01 16.691001991490400
2016-11-01 16.717501726539900
2016-12-01 16.733325003862300
2017-01-01 16.698257243759700
2017-02-01 16.607495466301300
2017-03-01 16.653620706280503
2017-04-01 16.657307591942300
2017-05-01 16.592138768021300
2017-06-01 16.690389066616300
2017-07-01 16.742418609104800
2017-08-01 16.815081372996598
2017-09-01 16.851214818128400
2017-10-01 16.878859118708100
2017-11-01 16.949143602871803
2017-12-01 17.035886805715197
2018-01-01 17.150040214203500
2018-02-01 17.221701752554800
2018-03-01 17.348278098784700
2018-04-01 17.482077880907900
2018-05-01 17.556032484029800
2018-06-01 17.652129256912400
2018-07-01 17.929215226520800
2018-08-01 17.810536357339700
2018-09-01 17.862423865527802
2018-10-01 17.976685086042103
2018-11-01 17.882206485546998
2018-12-01 17.849710690962100
2019-01-01 17.974929611004900
2019-02-01 18.103396637118500
2019-03-01 18.123497434775600
2019-04-01 18.087209896663400
2019-05-01 18.211847564871100
2019-06-01 18.241007606914998
2019-07-01 18.322826335444300
2019-08-01 18.356055486080198
2019-09-01 18.396379541238800
2019-10-01 18.294122370740700
2019-11-01 18.387757340713000
2019-12-01 18.338630160918502
2020-01-01 18.172595682394103
2020-02-01 18.265343381664700
2020-03-01 18.296924107809400
2020-04-01 16.868514350430697
2020-05-01 16.996722608868100
2020-06-01 17.032344175394403
2020-07-01 16.941733367882303
2020-08-01 17.032174645042300
2020-09-01 16.958918873059300
2020-10-01 16.992137350241800
2020-11-01 16.976156876365700
2020-12-01 17.017949438879000
2021-01-01 17.231500442798700
2021-02-01 17.211682598285000
2021-03-01 17.273557126267400
2021-04-01 17.341125123554598
2021-05-01 17.327531836608000
2021-06-01 17.247949176813300
2021-07-01 17.456935821079000
2021-08-01 17.411497742485498
2021-09-01 17.310633561522902
2021-10-01 17.694662452975898
2021-11-01 17.951249953502200
2021-12-01 17.872675338692800
2022-01-01 17.694534467544997
2022-02-01 17.750124166724600
2022-03-01 17.761379352158300
2022-04-01 17.737403319408198
2022-05-01 17.674098574078600
2022-06-01 17.756285723221500
2022-07-01 17.482740793649400
2022-08-01 17.547746092183000
2022-09-01 17.551757531427600
2022-10-01 17.700748894507000
2022-11-01 17.625393537946998
2022-12-01 17.450717733874000
2023-01-01 16.745730737802100
2023-02-01 16.701126360242000
2023-03-01 16.360203988811100
2023-04-01 16.649263096478700
2023-05-01 16.599806209880800
2023-06-01 16.689804971749800
2023-07-01 16.698432860016700
2023-08-01 16.741254076392100
2023-09-01 16.756312839498800
2023-10-01 16.729238829473502
2023-11-01 16.720274709506000
2023-12-01 16.925205952972500
2024-01-01 17.017981844737300
2024-02-01 17.175994140021800
2024-03-01 17.159065080454600
2024-04-01 17.167907841160500
2024-05-01 17.298252725317900
2024-06-01 17.319211949768200
2024-07-01 17.512040736944300
2024-08-01 17.616648338746200
2024-09-01 17.655890296134398
2024-10-01 17.754094208637603
2024-11-01 17.914736850228500

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