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 2024-12-01 |
| Last Updated | 2025-01-29 7:17 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 | 11.800101822424100 |
| 1990-02-01 | 11.789327972123802 |
| 1990-03-01 | 11.725562855341101 |
| 1990-04-01 | 11.955092609420301 |
| 1990-05-01 | 12.029240814041700 |
| 1990-06-01 | 12.200938639692700 |
| 1990-07-01 | 12.196494460314300 |
| 1990-08-01 | 12.128639424168900 |
| 1990-09-01 | 12.140048299447301 |
| 1990-10-01 | 12.106330930414698 |
| 1990-11-01 | 12.144458608095100 |
| 1990-12-01 | 12.273790163487599 |
| 1991-01-01 | 11.512708575966801 |
| 1991-02-01 | 11.694388856146400 |
| 1991-03-01 | 11.422045863039000 |
| 1991-04-01 | 11.360832439220701 |
| 1991-05-01 | 11.330578947315500 |
| 1991-06-01 | 11.192054660157700 |
| 1991-07-01 | 11.297292915726500 |
| 1991-08-01 | 11.316930139609099 |
| 1991-09-01 | 11.330199856300400 |
| 1991-10-01 | 11.305548808067998 |
| 1991-11-01 | 11.342905230900800 |
| 1991-12-01 | 11.478022394216499 |
| 1992-01-01 | 11.345113465696500 |
| 1992-02-01 | 11.300719943182600 |
| 1992-03-01 | 11.408399278138500 |
| 1992-04-01 | 11.673083316663401 |
| 1992-05-01 | 11.534176977749300 |
| 1992-06-01 | 11.478588279172401 |
| 1992-07-01 | 10.694209781023500 |
| 1992-08-01 | 10.598133874950700 |
| 1992-09-01 | 10.614444859819200 |
| 1992-10-01 | 10.797378034804900 |
| 1992-11-01 | 10.836794119576600 |
| 1992-12-01 | 10.692545734148400 |
| 1993-01-01 | 10.986305685027700 |
| 1993-02-01 | 11.119665751522698 |
| 1993-03-01 | 11.097295940655801 |
| 1993-04-01 | 11.087270197207100 |
| 1993-05-01 | 11.030942727176900 |
| 1993-06-01 | 11.054205885442500 |
| 1993-07-01 | 12.581898112249300 |
| 1993-08-01 | 12.783187951625900 |
| 1993-09-01 | 12.807732387101600 |
| 1993-10-01 | 11.486370552744200 |
| 1993-11-01 | 11.430140148830700 |
| 1993-12-01 | 11.304749756105000 |
| 1994-01-01 | 11.329536566549300 |
| 1994-02-01 | 11.240896765467000 |
| 1994-03-01 | 11.289580996085100 |
| 1994-04-01 | 11.294506927873600 |
| 1994-05-01 | 11.328557261900300 |
| 1994-06-01 | 11.338733494821101 |
| 1994-07-01 | 11.169142177210801 |
| 1994-08-01 | 11.061933314921598 |
| 1994-09-01 | 11.300314831419001 |
| 1994-10-01 | 10.777727992402301 |
| 1994-11-01 | 10.828218387977900 |
| 1994-12-01 | 10.913048980113402 |
| 1995-01-01 | 10.853276839219802 |
| 1995-02-01 | 11.079392518619600 |
| 1995-03-01 | 11.289664019432800 |
| 1995-04-01 | 10.996062930635700 |
| 1995-05-01 | 11.016913092513500 |
| 1995-06-01 | 11.216161521147301 |
| 1995-07-01 | 11.353033813480302 |
| 1995-08-01 | 11.451846839713198 |
| 1995-09-01 | 11.610759929769900 |
| 1995-10-01 | 11.678759706192801 |
| 1995-11-01 | 11.730327331153500 |
| 1995-12-01 | 11.708111057226699 |
| 1996-01-01 | 12.461423376007800 |
| 1996-02-01 | 12.505975492273600 |
| 1996-03-01 | 12.295607650669300 |
| 1996-04-01 | 12.588371420699800 |
| 1996-05-01 | 12.708663289408300 |
| 1996-06-01 | 12.713881043051600 |
| 1996-07-01 | 12.734740568939800 |
| 1996-08-01 | 12.446775005945800 |
| 1996-09-01 | 12.719420868683400 |
| 1996-10-01 | 12.881813784838500 |
| 1996-11-01 | 12.933259126091599 |
| 1996-12-01 | 12.906451674073200 |
| 1997-01-01 | 12.550950596858100 |
| 1997-02-01 | 12.839511838464599 |
| 1997-03-01 | 12.902463328048300 |
| 1997-04-01 | 12.974511098181100 |
| 1997-05-01 | 12.891893405902500 |
| 1997-06-01 | 12.704936522318500 |
| 1997-07-01 | 12.826092955015400 |
| 1997-08-01 | 12.854864904331802 |
| 1997-09-01 | 13.033209848216300 |
| 1997-10-01 | 12.586012710112500 |
| 1997-11-01 | 12.435609499136200 |
| 1997-12-01 | 12.512609045283700 |
| 1998-01-01 | 12.434972606191600 |
| 1998-02-01 | 12.259965353494100 |
| 1998-03-01 | 12.509596654542400 |
| 1998-04-01 | 12.148279113811801 |
| 1998-05-01 | 12.176126212572400 |
| 1998-06-01 | 12.205900776967900 |
| 1998-07-01 | 12.029023952309899 |
| 1998-08-01 | 11.957499362028802 |
| 1998-09-01 | 11.833502362987900 |
| 1998-10-01 | 11.995954781696101 |
| 1998-11-01 | 12.143701632541001 |
| 1998-12-01 | 12.232555201576500 |
| 1999-01-01 | 12.317500270280302 |
| 1999-02-01 | 12.475098538428100 |
| 1999-03-01 | 12.305960063691302 |
| 1999-04-01 | 12.426833375305400 |
| 1999-05-01 | 12.453772551398500 |
| 1999-06-01 | 12.495366929983401 |
| 1999-07-01 | 12.841311156761300 |
| 1999-08-01 | 12.858162261854599 |
| 1999-09-01 | 13.038340496902800 |
| 1999-10-01 | 13.114667779602803 |
| 1999-11-01 | 13.158528615397800 |
| 1999-12-01 | 13.157410806226500 |
| 2000-01-01 | 13.207356287114001 |
| 2000-02-01 | 13.160995480434899 |
| 2000-03-01 | 13.091508331447400 |
| 2000-04-01 | 13.406852589794500 |
| 2000-05-01 | 13.439407576892300 |
| 2000-06-01 | 13.598323279644400 |
| 2000-07-01 | 13.451020293259600 |
| 2000-08-01 | 13.558884686339100 |
| 2000-09-01 | 13.742358123431801 |
| 2000-10-01 | 13.731490178352000 |
| 2000-11-01 | 13.774835915749600 |
| 2000-12-01 | 13.788069445044698 |
| 2001-01-01 | 13.497129260493800 |
| 2001-02-01 | 13.835870030122500 |
| 2001-03-01 | 13.961789044056198 |
| 2001-04-01 | 14.092601709060500 |
| 2001-05-01 | 14.133006054877500 |
| 2001-06-01 | 14.103766656669600 |
| 2001-07-01 | 13.867491526199400 |
| 2001-08-01 | 14.064302626935199 |
| 2001-09-01 | 14.052987993121600 |
| 2001-10-01 | 14.041213946769199 |
| 2001-11-01 | 14.088320400039198 |
| 2001-12-01 | 14.003455251493799 |
| 2002-01-01 | 13.991956757666600 |
| 2002-02-01 | 13.999746061449900 |
| 2002-03-01 | 13.930456429689200 |
| 2002-04-01 | 13.881746629103600 |
| 2002-05-01 | 13.940787696910100 |
| 2002-06-01 | 13.829546833261000 |
| 2002-07-01 | 13.879577007898700 |
| 2002-08-01 | 13.869993528573000 |
| 2002-09-01 | 13.659217183555802 |
| 2002-10-01 | 13.542124309194200 |
| 2002-11-01 | 13.388419989977400 |
| 2002-12-01 | 13.204210503207000 |
| 2003-01-01 | 13.391111151515000 |
| 2003-02-01 | 13.559461532352600 |
| 2003-03-01 | 13.413678043069902 |
| 2003-04-01 | 13.187004825479601 |
| 2003-05-01 | 13.165199519867198 |
| 2003-06-01 | 13.155924318304601 |
| 2003-07-01 | 13.085073494208100 |
| 2003-08-01 | 13.073992552033000 |
| 2003-09-01 | 13.059402679145300 |
| 2003-10-01 | 13.131824845074199 |
| 2003-11-01 | 13.174599786985200 |
| 2003-12-01 | 13.181327216085100 |
| 2004-01-01 | 13.401679342021199 |
| 2004-02-01 | 13.424607990495200 |
| 2004-03-01 | 13.520990620620198 |
| 2004-04-01 | 13.504310292128801 |
| 2004-05-01 | 13.403144755682700 |
| 2004-06-01 | 13.386420763983500 |
| 2004-07-01 | 13.376715283707400 |
| 2004-08-01 | 13.380477651518000 |
| 2004-09-01 | 13.440653488634400 |
| 2004-10-01 | 13.707504807217400 |
| 2004-11-01 | 13.544879566118901 |
| 2004-12-01 | 13.653975775585598 |
| 2005-01-01 | 13.618041418199699 |
| 2005-02-01 | 13.711200377141301 |
| 2005-03-01 | 13.751740533543902 |
| 2005-04-01 | 13.723418361769700 |
| 2005-05-01 | 13.743430389577900 |
| 2005-06-01 | 13.605166589426698 |
| 2005-07-01 | 13.767444259256699 |
| 2005-08-01 | 13.784473010056901 |
| 2005-09-01 | 13.811809158719400 |
| 2005-10-01 | 13.777219395380800 |
| 2005-11-01 | 13.816319971252199 |
| 2005-12-01 | 13.718321981477802 |
| 2006-01-01 | 13.734938227753402 |
| 2006-02-01 | 13.817467807023500 |
| 2006-03-01 | 13.694039457477000 |
| 2006-04-01 | 13.445365619159600 |
| 2006-05-01 | 13.869954262625699 |
| 2006-06-01 | 14.009193948755698 |
| 2006-07-01 | 14.059199903929500 |
| 2006-08-01 | 14.087675689337699 |
| 2006-09-01 | 14.089056407522900 |
| 2006-10-01 | 14.048415080582100 |
| 2006-11-01 | 14.094771445579400 |
| 2006-12-01 | 14.103769349071200 |
| 2007-01-01 | 13.933146951263499 |
| 2007-02-01 | 13.924290255504500 |
| 2007-03-01 | 13.942392210329599 |
| 2007-04-01 | 13.559749592935300 |
| 2007-05-01 | 13.678307076234901 |
| 2007-06-01 | 13.798557388219800 |
| 2007-07-01 | 13.954720846282001 |
| 2007-08-01 | 13.989832631978600 |
| 2007-09-01 | 13.782534893234300 |
| 2007-10-01 | 13.633864621730100 |
| 2007-11-01 | 13.494385508195900 |
| 2007-12-01 | 13.405131525568600 |
| 2008-01-01 | 13.209854501422800 |
| 2008-02-01 | 13.123325402051801 |
| 2008-03-01 | 13.176720216744199 |
| 2008-04-01 | 13.163085786549098 |
| 2008-05-01 | 13.071114889253100 |
| 2008-06-01 | 12.986319586664699 |
| 2008-07-01 | 12.952417111341500 |
| 2008-08-01 | 12.897251890147200 |
| 2008-09-01 | 12.794361875784599 |
| 2008-10-01 | 12.726242533347301 |
| 2008-11-01 | 12.609171232942600 |
| 2008-12-01 | 12.538480232996500 |
| 2009-01-01 | 12.265159137508302 |
| 2009-02-01 | 12.009559356562500 |
| 2009-03-01 | 11.788812897131699 |
| 2009-04-01 | 11.555391284503800 |
| 2009-05-01 | 11.456673455719600 |
| 2009-06-01 | 11.374157683251000 |
| 2009-07-01 | 11.157696858092502 |
| 2009-08-01 | 11.105060935974200 |
| 2009-09-01 | 10.918450057564400 |
| 2009-10-01 | 11.128323687255799 |
| 2009-11-01 | 11.133953536178500 |
| 2009-12-01 | 11.177328863685400 |
| 2010-01-01 | 11.319333080452900 |
| 2010-02-01 | 11.282621641867099 |
| 2010-03-01 | 11.281999030439300 |
| 2010-04-01 | 11.347021858195300 |
| 2010-05-01 | 11.343681189039900 |
| 2010-06-01 | 11.374763450873600 |
| 2010-07-01 | 11.257111572165000 |
| 2010-08-01 | 11.206188928494502 |
| 2010-09-01 | 11.245556621919400 |
| 2010-10-01 | 11.135706582931400 |
| 2010-11-01 | 11.158697084972000 |
| 2010-12-01 | 11.125439224990098 |
| 2011-01-01 | 11.377629751790600 |
| 2011-02-01 | 11.253962353640599 |
| 2011-03-01 | 11.164500363053100 |
| 2011-04-01 | 11.335747119740000 |
| 2011-05-01 | 11.336692347982199 |
| 2011-06-01 | 11.278899154265900 |
| 2011-07-01 | 11.452921578934099 |
| 2011-08-01 | 11.503535163966902 |
| 2011-09-01 | 11.560682742364700 |
| 2011-10-01 | 11.756604564832498 |
| 2011-11-01 | 11.679942517437300 |
| 2011-12-01 | 11.866750924284599 |
| 2012-01-01 | 12.349128181445698 |
| 2012-02-01 | 12.230037238124401 |
| 2012-03-01 | 12.436371645629102 |
| 2012-04-01 | 12.425184760627100 |
| 2012-05-01 | 12.630711186255200 |
| 2012-06-01 | 12.798716221307800 |
| 2012-07-01 | 12.738564160648501 |
| 2012-08-01 | 12.900232862217500 |
| 2012-09-01 | 12.972938697539300 |
| 2012-10-01 | 13.072051432880800 |
| 2012-11-01 | 13.096024033997800 |
| 2012-12-01 | 13.204274134356101 |
| 2013-01-01 | 13.131817349392200 |
| 2013-02-01 | 13.216598248036098 |
| 2013-03-01 | 13.203032738592300 |
| 2013-04-01 | 13.215616477461099 |
| 2013-05-01 | 13.220496388236600 |
| 2013-06-01 | 13.318186274609198 |
| 2013-07-01 | 13.532105909557100 |
| 2013-08-01 | 13.598246370594900 |
| 2013-09-01 | 13.578165757278600 |
| 2013-10-01 | 13.390198404024698 |
| 2013-11-01 | 13.606236674549100 |
| 2013-12-01 | 13.627350210062900 |
| 2014-01-01 | 13.622546805957198 |
| 2014-02-01 | 13.607297843740900 |
| 2014-03-01 | 13.674152631173198 |
| 2014-04-01 | 13.803106311157100 |
| 2014-05-01 | 13.814340551449199 |
| 2014-06-01 | 13.937494010834500 |
| 2014-07-01 | 14.025445017620600 |
| 2014-08-01 | 14.103484497399700 |
| 2014-09-01 | 14.290362403712500 |
| 2014-10-01 | 14.300946297453400 |
| 2014-11-01 | 14.508225002671300 |
| 2014-12-01 | 14.636891226530500 |
| 2015-01-01 | 14.915319274862401 |
| 2015-02-01 | 14.997643113949302 |
| 2015-03-01 | 15.160504162523198 |
| 2015-04-01 | 15.089290276073400 |
| 2015-05-01 | 15.209152883070299 |
| 2015-06-01 | 15.145688461452401 |
| 2015-07-01 | 15.133376037344199 |
| 2015-08-01 | 15.115255953631198 |
| 2015-09-01 | 15.098243865727500 |
| 2015-10-01 | 15.315949811532303 |
| 2015-11-01 | 15.300659939933100 |
| 2015-12-01 | 15.331713402927802 |
| 2016-01-01 | 15.411608053709600 |
| 2016-02-01 | 15.478955986260500 |
| 2016-03-01 | 15.452712338705402 |
| 2016-04-01 | 15.881900937884100 |
| 2016-05-01 | 15.711705283343699 |
| 2016-06-01 | 15.650271108474900 |
| 2016-07-01 | 15.747768430193698 |
| 2016-08-01 | 15.832109395604300 |
| 2016-09-01 | 15.819103075042500 |
| 2016-10-01 | 15.720637052006000 |
| 2016-11-01 | 15.684494698692902 |
| 2016-12-01 | 15.610237628485600 |
| 2017-01-01 | 15.505618097033901 |
| 2017-02-01 | 15.648947239269600 |
| 2017-03-01 | 15.955629791959698 |
| 2017-04-01 | 15.887857066255200 |
| 2017-05-01 | 15.823287325154700 |
| 2017-06-01 | 15.944327981904600 |
| 2017-07-01 | 16.076395399824900 |
| 2017-08-01 | 16.048652356978100 |
| 2017-09-01 | 16.137796128837800 |
| 2017-10-01 | 16.222954776914698 |
| 2017-11-01 | 16.268712309178902 |
| 2017-12-01 | 16.379924113917300 |
| 2018-01-01 | 16.093866163204800 |
| 2018-02-01 | 16.319371102528500 |
| 2018-03-01 | 16.252975500128000 |
| 2018-04-01 | 16.289800317636498 |
| 2018-05-01 | 16.349641086440700 |
| 2018-06-01 | 16.341993580587097 |
| 2018-07-01 | 16.301393536866800 |
| 2018-08-01 | 16.370291201914600 |
| 2018-09-01 | 16.361240716786100 |
| 2018-10-01 | 16.320452695718902 |
| 2018-11-01 | 16.356497817085900 |
| 2018-12-01 | 16.353107761693200 |
| 2019-01-01 | 16.277062239629700 |
| 2019-02-01 | 16.387618608462800 |
| 2019-03-01 | 16.451342987431400 |
| 2019-04-01 | 16.379907298844900 |
| 2019-05-01 | 16.468261501336500 |
| 2019-06-01 | 16.540103448485900 |
| 2019-07-01 | 16.541259113708400 |
| 2019-08-01 | 16.589713408649100 |
| 2019-09-01 | 16.573109093678998 |
| 2019-10-01 | 16.621851009633000 |
| 2019-11-01 | 16.756181673276200 |
| 2019-12-01 | 16.848718368314800 |
| 2020-01-01 | 16.861040916131400 |
| 2020-02-01 | 16.855724390118100 |
| 2020-03-01 | 16.728520343145700 |
| 2020-04-01 | 13.860993181923100 |
| 2020-05-01 | 15.270591440944500 |
| 2020-06-01 | 15.541901112078700 |
| 2020-07-01 | 15.791598096782698 |
| 2020-08-01 | 15.705849124802599 |
| 2020-09-01 | 15.686657363679500 |
| 2020-10-01 | 16.021322317244900 |
| 2020-11-01 | 16.066740251683500 |
| 2020-12-01 | 16.162254123669600 |
| 2021-01-01 | 16.247743989763400 |
| 2021-02-01 | 16.116606223122800 |
| 2021-03-01 | 16.202501776610600 |
| 2021-04-01 | 16.241298303698002 |
| 2021-05-01 | 16.151575943882800 |
| 2021-06-01 | 16.046611747486697 |
| 2021-07-01 | 16.346949311030900 |
| 2021-08-01 | 16.319339695966498 |
| 2021-09-01 | 16.191902671796502 |
| 2021-10-01 | 16.623520866402200 |
| 2021-11-01 | 16.784410319967800 |
| 2021-12-01 | 16.883048863756700 |
| 2022-01-01 | 17.038136037836402 |
| 2022-02-01 | 17.187588185175300 |
| 2022-03-01 | 17.368423746242200 |
| 2022-04-01 | 17.618417444618100 |
| 2022-05-01 | 17.629723803087998 |
| 2022-06-01 | 17.658756685311800 |
| 2022-07-01 | 17.586602995732600 |
| 2022-08-01 | 17.731229652956000 |
| 2022-09-01 | 17.799362176462400 |
| 2022-10-01 | 17.729916506983700 |
| 2022-11-01 | 17.696186913448500 |
| 2022-12-01 | 17.698518278003100 |
| 2023-01-01 | 17.436091337517200 |
| 2023-02-01 | 17.962143308928500 |
| 2023-03-01 | 18.043655763222400 |
| 2023-04-01 | 18.104759048582803 |
| 2023-05-01 | 18.204092146688700 |
| 2023-06-01 | 18.267230756382400 |
| 2023-07-01 | 18.219972543573302 |
| 2023-08-01 | 18.438970514657500 |
| 2023-09-01 | 18.400667123152100 |
| 2023-10-01 | 18.439475143674500 |
| 2023-11-01 | 18.302894138129197 |
| 2023-12-01 | 18.404457591026603 |
| 2024-01-01 | 18.639813896149000 |
| 2024-02-01 | 18.544741852853000 |
| 2024-03-01 | 18.523615578187500 |
| 2024-04-01 | 18.401805672946200 |
| 2024-05-01 | 18.587614345887200 |
| 2024-06-01 | 18.573411349358900 |
| 2024-07-01 | 18.639583142779600 |
| 2024-08-01 | 18.640000482875700 |
| 2024-09-01 | 18.805227596977502 |
| 2024-10-01 | 18.649179033121600 |
| 2024-11-01 | 19.302467876270400 |
| 2024-12-01 | 19.402493618674800 |
