Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056170001SA |
| 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 | 11.800169440735600 |
| 1990-02-01 | 11.789370492454000 |
| 1990-03-01 | 11.725585957765698 |
| 1990-04-01 | 11.955118715769400 |
| 1990-05-01 | 12.029249175992300 |
| 1990-06-01 | 12.200916144842500 |
| 1990-07-01 | 12.196486205174100 |
| 1990-08-01 | 12.128624559929099 |
| 1990-09-01 | 12.140001129406299 |
| 1990-10-01 | 12.106348666247198 |
| 1990-11-01 | 12.144463961429501 |
| 1990-12-01 | 12.273696795703900 |
| 1991-01-01 | 11.512772144822600 |
| 1991-02-01 | 11.694430637850600 |
| 1991-03-01 | 11.422070099029801 |
| 1991-04-01 | 11.360857653395100 |
| 1991-05-01 | 11.330586543903198 |
| 1991-06-01 | 11.192033174628700 |
| 1991-07-01 | 11.297284463538500 |
| 1991-08-01 | 11.316911618764300 |
| 1991-09-01 | 11.330147176381900 |
| 1991-10-01 | 11.305576230413301 |
| 1991-11-01 | 11.342907910566199 |
| 1991-12-01 | 11.477939759177100 |
| 1992-01-01 | 11.345170297005401 |
| 1992-02-01 | 11.300761558886900 |
| 1992-03-01 | 11.408423464222600 |
| 1992-04-01 | 11.673107866583099 |
| 1992-05-01 | 11.534183934877200 |
| 1992-06-01 | 11.478568509455700 |
| 1992-07-01 | 10.694201178403000 |
| 1992-08-01 | 10.598109889474301 |
| 1992-09-01 | 10.614385489973900 |
| 1992-10-01 | 10.797415008911400 |
| 1992-11-01 | 10.836791758891401 |
| 1992-12-01 | 10.692463120654200 |
| 1993-01-01 | 10.986369226867700 |
| 1993-02-01 | 11.119713784233198 |
| 1993-03-01 | 11.097314947456300 |
| 1993-04-01 | 11.087294531740401 |
| 1993-05-01 | 11.030949777410099 |
| 1993-06-01 | 11.054190628932199 |
| 1993-07-01 | 12.581886906133300 |
| 1993-08-01 | 12.783160084756998 |
| 1993-09-01 | 12.807669966938100 |
| 1993-10-01 | 11.486408865857301 |
| 1993-11-01 | 11.430126688043801 |
| 1993-12-01 | 11.304666451120400 |
| 1994-01-01 | 11.329613441336100 |
| 1994-02-01 | 11.240951042214400 |
| 1994-03-01 | 11.289594894487600 |
| 1994-04-01 | 11.294532281444800 |
| 1994-05-01 | 11.328566210953400 |
| 1994-06-01 | 11.338720460489900 |
| 1994-07-01 | 11.169130309585700 |
| 1994-08-01 | 11.061902928349200 |
| 1994-09-01 | 11.300253545980501 |
| 1994-10-01 | 10.777758354136699 |
| 1994-11-01 | 10.828192736621700 |
| 1994-12-01 | 10.912967915265801 |
| 1995-01-01 | 10.853367136838601 |
| 1995-02-01 | 11.079451926628700 |
| 1995-03-01 | 11.289672169261598 |
| 1995-04-01 | 10.996088775676801 |
| 1995-05-01 | 11.016923685640500 |
| 1995-06-01 | 11.216151296877902 |
| 1995-07-01 | 11.353020312693300 |
| 1995-08-01 | 11.451818362311700 |
| 1995-09-01 | 11.610708777032800 |
| 1995-10-01 | 11.678775021451200 |
| 1995-11-01 | 11.730289520096000 |
| 1995-12-01 | 11.708042561946800 |
| 1996-01-01 | 12.461513411213900 |
| 1996-02-01 | 12.506033565850000 |
| 1996-03-01 | 12.295612764640902 |
| 1996-04-01 | 12.588396973717101 |
| 1996-05-01 | 12.708675434334900 |
| 1996-06-01 | 12.713870950704301 |
| 1996-07-01 | 12.734728615891000 |
| 1996-08-01 | 12.446752047014801 |
| 1996-09-01 | 12.719385854947500 |
| 1996-10-01 | 12.881811018007200 |
| 1996-11-01 | 12.933217850998700 |
| 1996-12-01 | 12.906391923826801 |
| 1997-01-01 | 12.551035145758801 |
| 1997-02-01 | 12.839565412388500 |
| 1997-03-01 | 12.902466828655700 |
| 1997-04-01 | 12.974533008508400 |
| 1997-05-01 | 12.891904002884600 |
| 1997-06-01 | 12.704926453557198 |
| 1997-07-01 | 12.826081822256100 |
| 1997-08-01 | 12.854849917230101 |
| 1997-09-01 | 13.033189058745101 |
| 1997-10-01 | 12.585998745967200 |
| 1997-11-01 | 12.435577294245300 |
| 1997-12-01 | 12.512567348535700 |
| 1998-01-01 | 12.435034790583599 |
| 1998-02-01 | 12.260005630379000 |
| 1998-03-01 | 12.509601667317000 |
| 1998-04-01 | 12.148294826249600 |
| 1998-05-01 | 12.176133403716700 |
| 1998-06-01 | 12.205890124709300 |
| 1998-07-01 | 12.029016295051598 |
| 1998-08-01 | 11.957490793705500 |
| 1998-09-01 | 11.833490226819400 |
| 1998-10-01 | 11.995940098007100 |
| 1998-11-01 | 12.143683972896500 |
| 1998-12-01 | 12.232533699715600 |
| 1999-01-01 | 12.317535061320699 |
| 1999-02-01 | 12.475123695061100 |
| 1999-03-01 | 12.305966087455099 |
| 1999-04-01 | 12.426841773712600 |
| 1999-05-01 | 12.453775295147700 |
| 1999-06-01 | 12.495358071431400 |
| 1999-07-01 | 12.841305829923401 |
| 1999-08-01 | 12.858157711044600 |
| 1999-09-01 | 13.038333458377100 |
| 1999-10-01 | 13.114660376753500 |
| 1999-11-01 | 13.158522654306700 |
| 1999-12-01 | 13.157408572167899 |
| 2000-01-01 | 13.207364693471000 |
| 2000-02-01 | 13.161007480839501 |
| 2000-03-01 | 13.091513472900601 |
| 2000-04-01 | 13.406855509184599 |
| 2000-05-01 | 13.439407592517400 |
| 2000-06-01 | 13.598317807040800 |
| 2000-07-01 | 13.451017691020100 |
| 2000-08-01 | 13.558882663406001 |
| 2000-09-01 | 13.742355459528000 |
| 2000-10-01 | 13.731488196806400 |
| 2000-11-01 | 13.774834716282400 |
| 2000-12-01 | 13.788069437274899 |
| 2001-01-01 | 13.497130679623101 |
| 2001-02-01 | 13.835876091074100 |
| 2001-03-01 | 13.961791819688498 |
| 2001-04-01 | 14.092601700966300 |
| 2001-05-01 | 14.133005083340800 |
| 2001-06-01 | 14.103764358901902 |
| 2001-07-01 | 13.867489904662600 |
| 2001-08-01 | 14.064301938033099 |
| 2001-09-01 | 14.052987277771900 |
| 2001-10-01 | 14.041213969068501 |
| 2001-11-01 | 14.088320514894700 |
| 2001-12-01 | 14.003455315249902 |
| 2002-01-01 | 13.991956936045101 |
| 2002-02-01 | 13.999747960269499 |
| 2002-03-01 | 13.930458587597899 |
| 2002-04-01 | 13.881745933031398 |
| 2002-05-01 | 13.940787060983698 |
| 2002-06-01 | 13.829545839331300 |
| 2002-07-01 | 13.879576167155198 |
| 2002-08-01 | 13.869993298297999 |
| 2002-09-01 | 13.659217150766900 |
| 2002-10-01 | 13.542124277932000 |
| 2002-11-01 | 13.388419964579600 |
| 2002-12-01 | 13.204210510961401 |
| 2003-01-01 | 13.391111396119301 |
| 2003-02-01 | 13.559461637135800 |
| 2003-03-01 | 13.413679850960900 |
| 2003-04-01 | 13.187004612765100 |
| 2003-05-01 | 13.165199166533698 |
| 2003-06-01 | 13.155924008176100 |
| 2003-07-01 | 13.085072897720499 |
| 2003-08-01 | 13.073992345095599 |
| 2003-09-01 | 13.059402591610100 |
| 2003-10-01 | 13.131824815441300 |
| 2003-11-01 | 13.174599760229900 |
| 2003-12-01 | 13.181327182482400 |
| 2004-01-01 | 13.401679441444800 |
| 2004-02-01 | 13.424608060916100 |
| 2004-03-01 | 13.520991598616300 |
| 2004-04-01 | 13.504310226351700 |
| 2004-05-01 | 13.403144603209600 |
| 2004-06-01 | 13.386420658922400 |
| 2004-07-01 | 13.376714943089200 |
| 2004-08-01 | 13.380477524388500 |
| 2004-09-01 | 13.440653425474801 |
| 2004-10-01 | 13.707504783274100 |
| 2004-11-01 | 13.544879562701302 |
| 2004-12-01 | 13.653975752519100 |
| 2005-01-01 | 13.618041391648600 |
| 2005-02-01 | 13.711200380519600 |
| 2005-03-01 | 13.751741135184000 |
| 2005-04-01 | 13.723418302073501 |
| 2005-05-01 | 13.743430314780800 |
| 2005-06-01 | 13.605166591699400 |
| 2005-07-01 | 13.767444144266100 |
| 2005-08-01 | 13.784472905873198 |
| 2005-09-01 | 13.811809087470401 |
| 2005-10-01 | 13.777219352012400 |
| 2005-11-01 | 13.816319956765803 |
| 2005-12-01 | 13.718321946357902 |
| 2006-01-01 | 13.734938218392100 |
| 2006-02-01 | 13.817467841566401 |
| 2006-03-01 | 13.694039775822699 |
| 2006-04-01 | 13.445365610523200 |
| 2006-05-01 | 13.869954240336900 |
| 2006-06-01 | 14.009194003848100 |
| 2006-07-01 | 14.059199832773500 |
| 2006-08-01 | 14.087675614625000 |
| 2006-09-01 | 14.089056193110899 |
| 2006-10-01 | 14.048415058663199 |
| 2006-11-01 | 14.094771464224100 |
| 2006-12-01 | 14.103769359252100 |
| 2007-01-01 | 13.933147022372001 |
| 2007-02-01 | 13.924290388096699 |
| 2007-03-01 | 13.942392296866300 |
| 2007-04-01 | 13.559749654891300 |
| 2007-05-01 | 13.678307090337801 |
| 2007-06-01 | 13.798557410227401 |
| 2007-07-01 | 13.954720744211200 |
| 2007-08-01 | 13.989832509804499 |
| 2007-09-01 | 13.782534478842200 |
| 2007-10-01 | 13.633864609508601 |
| 2007-11-01 | 13.494385611152100 |
| 2007-12-01 | 13.405131633424098 |
| 2008-01-01 | 13.209854770218401 |
| 2008-02-01 | 13.123325575862400 |
| 2008-03-01 | 13.176720307384802 |
| 2008-04-01 | 13.163085851989301 |
| 2008-05-01 | 13.071114912290499 |
| 2008-06-01 | 12.986319557306400 |
| 2008-07-01 | 12.952416930003300 |
| 2008-08-01 | 12.897251653149901 |
| 2008-09-01 | 12.794361146186302 |
| 2008-10-01 | 12.726242261167500 |
| 2008-11-01 | 12.609171276268500 |
| 2008-12-01 | 12.538481034652000 |
| 2009-01-01 | 12.265159801163100 |
| 2009-02-01 | 12.009559340487100 |
| 2009-03-01 | 11.788812866285300 |
| 2009-04-01 | 11.555391731485400 |
| 2009-05-01 | 11.456673539947600 |
| 2009-06-01 | 11.374157199928698 |
| 2009-07-01 | 11.157696827634599 |
| 2009-08-01 | 11.105060652550700 |
| 2009-09-01 | 10.918448999910900 |
| 2009-10-01 | 11.128322824027200 |
| 2009-11-01 | 11.133953016042900 |
| 2009-12-01 | 11.177329507296000 |
| 2010-01-01 | 11.319333002513401 |
| 2010-02-01 | 11.282620449526400 |
| 2010-03-01 | 11.281998827261800 |
| 2010-04-01 | 11.347024516222902 |
| 2010-05-01 | 11.343686516674700 |
| 2010-06-01 | 11.374770574067400 |
| 2010-07-01 | 11.257119069327700 |
| 2010-08-01 | 11.206190391691502 |
| 2010-09-01 | 11.245548232609900 |
| 2010-10-01 | 11.135686467239600 |
| 2010-11-01 | 11.158670888043801 |
| 2010-12-01 | 11.125419565016198 |
| 2011-01-01 | 11.377629863021900 |
| 2011-02-01 | 11.253984850501700 |
| 2011-03-01 | 11.164536950931598 |
| 2011-04-01 | 11.335782619262600 |
| 2011-05-01 | 11.336716028489500 |
| 2011-06-01 | 11.278910442611599 |
| 2011-07-01 | 11.452925222975800 |
| 2011-08-01 | 11.503523799213400 |
| 2011-09-01 | 11.560640522918000 |
| 2011-10-01 | 11.756531734709101 |
| 2011-11-01 | 11.679847014299400 |
| 2011-12-01 | 11.866682416019199 |
| 2012-01-01 | 12.349142292686999 |
| 2012-02-01 | 12.230139040071200 |
| 2012-03-01 | 12.436518090004402 |
| 2012-04-01 | 12.425308742339098 |
| 2012-05-01 | 12.630766455714701 |
| 2012-06-01 | 12.798711872545500 |
| 2012-07-01 | 12.738543707968700 |
| 2012-08-01 | 12.900220550903000 |
| 2012-09-01 | 12.972771473941501 |
| 2012-10-01 | 13.071859918297400 |
| 2012-11-01 | 13.095847355310200 |
| 2012-12-01 | 13.204137378590300 |
| 2013-01-01 | 13.131731158125000 |
| 2013-02-01 | 13.216544231709700 |
| 2013-03-01 | 13.204271589083200 |
| 2013-04-01 | 13.215549260264199 |
| 2013-05-01 | 13.220437302075100 |
| 2013-06-01 | 13.318135353697200 |
| 2013-07-01 | 13.532040812477000 |
| 2013-08-01 | 13.598161797244500 |
| 2013-09-01 | 13.577837865431500 |
| 2013-10-01 | 13.389876503199000 |
| 2013-11-01 | 13.605925700082901 |
| 2013-12-01 | 13.627080004513500 |
| 2014-01-01 | 13.622594997053199 |
| 2014-02-01 | 13.607084229103501 |
| 2014-03-01 | 13.676516549732002 |
| 2014-04-01 | 13.802858220531599 |
| 2014-05-01 | 13.814142386573401 |
| 2014-06-01 | 13.937371230511100 |
| 2014-07-01 | 14.025312808732700 |
| 2014-08-01 | 14.103287004287800 |
| 2014-09-01 | 14.289879762203200 |
| 2014-10-01 | 14.300546500511999 |
| 2014-11-01 | 14.507838241930198 |
| 2014-12-01 | 14.635876470917498 |
| 2015-01-01 | 14.916182546507500 |
| 2015-02-01 | 14.997190110862300 |
| 2015-03-01 | 15.163967065707500 |
| 2015-04-01 | 15.088909672823600 |
| 2015-05-01 | 15.208895211754902 |
| 2015-06-01 | 15.145468521623500 |
| 2015-07-01 | 15.133056767434699 |
| 2015-08-01 | 15.114777936696400 |
| 2015-09-01 | 15.097521145467999 |
| 2015-10-01 | 15.315420440294800 |
| 2015-11-01 | 15.300206529969600 |
| 2015-12-01 | 15.330084713976400 |
| 2016-01-01 | 15.413577038607200 |
| 2016-02-01 | 15.478694433760600 |
| 2016-03-01 | 15.456488522426401 |
| 2016-04-01 | 15.881788297036900 |
| 2016-05-01 | 15.711563887300802 |
| 2016-06-01 | 15.649886109348800 |
| 2016-07-01 | 15.747015611801400 |
| 2016-08-01 | 15.831080430803800 |
| 2016-09-01 | 15.817867238638401 |
| 2016-10-01 | 15.719850589640300 |
| 2016-11-01 | 15.684102617511101 |
| 2016-12-01 | 15.608284959696600 |
| 2017-01-01 | 15.508823017775500 |
| 2017-02-01 | 15.649218996710598 |
| 2017-03-01 | 15.959813577252099 |
| 2017-04-01 | 15.887999714386599 |
| 2017-05-01 | 15.823936668992100 |
| 2017-06-01 | 15.944173172917500 |
| 2017-07-01 | 16.073135662894600 |
| 2017-08-01 | 16.047768109031000 |
| 2017-09-01 | 16.134532037830500 |
| 2017-10-01 | 16.222306988909900 |
| 2017-11-01 | 16.268224715741600 |
| 2017-12-01 | 16.377924962917100 |
| 2018-01-01 | 16.100575638850200 |
| 2018-02-01 | 16.319982378475200 |
| 2018-03-01 | 16.256587400715002 |
| 2018-04-01 | 16.290968118569000 |
| 2018-05-01 | 16.351861234458500 |
| 2018-06-01 | 16.339402097164100 |
| 2018-07-01 | 16.296270747749800 |
| 2018-08-01 | 16.370235420243002 |
| 2018-09-01 | 16.353883363081300 |
| 2018-10-01 | 16.320491146843600 |
| 2018-11-01 | 16.356506480706400 |
| 2018-12-01 | 16.351492104522702 |
| 2019-01-01 | 16.287437855537100 |
| 2019-02-01 | 16.389154242012000 |
| 2019-03-01 | 16.454667368365600 |
| 2019-04-01 | 16.383122565896900 |
| 2019-05-01 | 16.472059578998700 |
| 2019-06-01 | 16.534907832087700 |
| 2019-07-01 | 16.531660742947302 |
| 2019-08-01 | 16.589614164741200 |
| 2019-09-01 | 16.560846324961500 |
| 2019-10-01 | 16.622317029022600 |
| 2019-11-01 | 16.757129633238698 |
| 2019-12-01 | 16.849046063460600 |
| 2020-01-01 | 16.876210129866800 |
| 2020-02-01 | 16.860075646796300 |
| 2020-03-01 | 16.732467016674498 |
| 2020-04-01 | 13.866943614204500 |
| 2020-05-01 | 15.275157332123100 |
| 2020-06-01 | 15.532264782129600 |
| 2020-07-01 | 15.776812925278499 |
| 2020-08-01 | 15.701928405005901 |
| 2020-09-01 | 15.668378088221700 |
| 2020-10-01 | 16.020445489393900 |
| 2020-11-01 | 16.072165846567800 |
| 2020-12-01 | 16.166842542520900 |
| 2021-01-01 | 16.267406720528500 |
| 2021-02-01 | 16.126467198464802 |
| 2021-03-01 | 16.210000469202498 |
| 2021-04-01 | 16.251321649849300 |
| 2021-05-01 | 16.155210491681000 |
| 2021-06-01 | 16.033543825987500 |
| 2021-07-01 | 16.323625367106800 |
| 2021-08-01 | 16.305589541784500 |
| 2021-09-01 | 16.159412673478500 |
| 2021-10-01 | 16.624294761540700 |
| 2021-11-01 | 16.797266000983900 |
| 2021-12-01 | 16.895571026352300 |
| 2022-01-01 | 17.067726709412100 |
| 2022-02-01 | 17.205566460868700 |
| 2022-03-01 | 17.380577885686100 |
| 2022-04-01 | 17.631585943251300 |
| 2022-05-01 | 17.630525098105000 |
| 2022-06-01 | 17.638908382518200 |
| 2022-07-01 | 17.555309073178503 |
| 2022-08-01 | 17.703931633075200 |
| 2022-09-01 | 17.751924235527300 |
| 2022-10-01 | 17.729278812404900 |
| 2022-11-01 | 17.719868238612200 |
| 2022-12-01 | 17.722970421434397 |
| 2023-01-01 | 17.474501057778700 |
| 2023-02-01 | 17.988916963466600 |
| 2023-03-01 | 18.060779491401200 |
| 2023-04-01 | 18.120766080550300 |
| 2023-05-01 | 18.200689724647300 |
| 2023-06-01 | 18.242996118310600 |
| 2023-07-01 | 18.179755247404200 |
| 2023-08-01 | 18.397248415486697 |
| 2023-09-01 | 18.338789511074700 |
| 2023-10-01 | 18.438083544528700 |
| 2023-11-01 | 18.336425200760300 |
| 2023-12-01 | 18.441231785415800 |
| 2024-01-01 | 18.686922444123700 |
| 2024-02-01 | 18.579488355516602 |
| 2024-03-01 | 18.544592014562800 |
| 2024-04-01 | 18.418361082851302 |
| 2024-05-01 | 18.580233739711897 |
| 2024-06-01 | 18.544976174551000 |
| 2024-07-01 | 18.592764042758200 |
| 2024-08-01 | 18.586931497398200 |
| 2024-09-01 | 18.735978480767000 |
| 2024-10-01 | 18.643650940365102 |
| 2024-11-01 | 18.744674816752397 |
