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 2024-09-01 |
| Last Updated | 2024-10-23 6:35 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 | 11.800333202939902 |
| 1990-02-01 | 11.789474578105700 |
| 1990-03-01 | 11.725641952919600 |
| 1990-04-01 | 11.955184031509600 |
| 1990-05-01 | 12.029271566990000 |
| 1990-06-01 | 12.200864097756698 |
| 1990-07-01 | 12.196467020705400 |
| 1990-08-01 | 12.128589706758900 |
| 1990-09-01 | 12.139887973678600 |
| 1990-10-01 | 12.106390247533100 |
| 1990-11-01 | 12.144476326212402 |
| 1990-12-01 | 12.273461667997699 |
| 1991-01-01 | 11.512926092214698 |
| 1991-02-01 | 11.694532915050800 |
| 1991-03-01 | 11.422129032918400 |
| 1991-04-01 | 11.360920841767001 |
| 1991-05-01 | 11.330607194852000 |
| 1991-06-01 | 11.191983581442900 |
| 1991-07-01 | 11.297265044060198 |
| 1991-08-01 | 11.316867945646699 |
| 1991-09-01 | 11.330020847225699 |
| 1991-10-01 | 11.305640219957600 |
| 1991-11-01 | 11.342912938497400 |
| 1991-12-01 | 11.477731212460300 |
| 1992-01-01 | 11.345308006790400 |
| 1992-02-01 | 11.300863829791100 |
| 1992-03-01 | 11.408482512037500 |
| 1992-04-01 | 11.673169796576500 |
| 1992-05-01 | 11.534203280235600 |
| 1992-06-01 | 11.478523261106300 |
| 1992-07-01 | 10.694181755964200 |
| 1992-08-01 | 10.598052897597599 |
| 1992-09-01 | 10.614242948452100 |
| 1992-10-01 | 10.797500676849700 |
| 1992-11-01 | 10.836782542538600 |
| 1992-12-01 | 10.692253497690500 |
| 1993-01-01 | 10.986525684960500 |
| 1993-02-01 | 11.119833079462600 |
| 1993-03-01 | 11.097361464546800 |
| 1993-04-01 | 11.087356624426802 |
| 1993-05-01 | 11.030969713173802 |
| 1993-06-01 | 11.054156399577902 |
| 1993-07-01 | 12.581860975696800 |
| 1993-08-01 | 12.783093456755399 |
| 1993-09-01 | 12.807519290068300 |
| 1993-10-01 | 11.486496438017900 |
| 1993-11-01 | 11.430088517775700 |
| 1993-12-01 | 11.304454032839502 |
| 1994-01-01 | 11.329805439492200 |
| 1994-02-01 | 11.241087151161599 |
| 1994-03-01 | 11.289629153935401 |
| 1994-04-01 | 11.294597497699199 |
| 1994-05-01 | 11.328591008610100 |
| 1994-06-01 | 11.338691111083698 |
| 1994-07-01 | 11.169102537597300 |
| 1994-08-01 | 11.061829908291900 |
| 1994-09-01 | 11.300104901337200 |
| 1994-10-01 | 10.777825409446098 |
| 1994-11-01 | 10.828123165532000 |
| 1994-12-01 | 10.912760284342301 |
| 1995-01-01 | 10.853594907132900 |
| 1995-02-01 | 11.079602015078000 |
| 1995-03-01 | 11.289692702796100 |
| 1995-04-01 | 10.996155614285800 |
| 1995-05-01 | 11.016952405260800 |
| 1995-06-01 | 11.216127905902800 |
| 1995-07-01 | 11.352987899724699 |
| 1995-08-01 | 11.451749490072000 |
| 1995-09-01 | 11.610583580962300 |
| 1995-10-01 | 11.678805595232001 |
| 1995-11-01 | 11.730190306874200 |
| 1995-12-01 | 11.707866680204802 |
| 1996-01-01 | 12.461741353092501 |
| 1996-02-01 | 12.506181047441000 |
| 1996-03-01 | 12.295626069129698 |
| 1996-04-01 | 12.588462971160800 |
| 1996-05-01 | 12.708707480067899 |
| 1996-06-01 | 12.713846945530300 |
| 1996-07-01 | 12.734699503500800 |
| 1996-08-01 | 12.446696082373400 |
| 1996-09-01 | 12.719299107257399 |
| 1996-10-01 | 12.881798854879598 |
| 1996-11-01 | 12.933111040232700 |
| 1996-12-01 | 12.906238493645501 |
| 1997-01-01 | 12.551249763211300 |
| 1997-02-01 | 12.839701871367400 |
| 1997-03-01 | 12.902476164849100 |
| 1997-04-01 | 12.974589462130500 |
| 1997-05-01 | 12.891931565810498 |
| 1997-06-01 | 12.704901786379398 |
| 1997-07-01 | 12.826054050847599 |
| 1997-08-01 | 12.854813088619800 |
| 1997-09-01 | 13.033136408756700 |
| 1997-10-01 | 12.585961242972699 |
| 1997-11-01 | 12.435494588674901 |
| 1997-12-01 | 12.512460493711300 |
| 1998-01-01 | 12.435192737368000 |
| 1998-02-01 | 12.260108335274500 |
| 1998-03-01 | 12.509614715343100 |
| 1998-04-01 | 12.148335115023801 |
| 1998-05-01 | 12.176151892253499 |
| 1998-06-01 | 12.205863553042500 |
| 1998-07-01 | 12.028996890046900 |
| 1998-08-01 | 11.957469566650800 |
| 1998-09-01 | 11.833459141027300 |
| 1998-10-01 | 11.995902331757300 |
| 1998-11-01 | 12.143638591517000 |
| 1998-12-01 | 12.232478638745599 |
| 1999-01-01 | 12.317623476745900 |
| 1999-02-01 | 12.475187862702802 |
| 1999-03-01 | 12.305981592412000 |
| 1999-04-01 | 12.426863239727800 |
| 1999-05-01 | 12.453782310572800 |
| 1999-06-01 | 12.495335787800100 |
| 1999-07-01 | 12.841292219141200 |
| 1999-08-01 | 12.858146362701198 |
| 1999-09-01 | 13.038315400948400 |
| 1999-10-01 | 13.114641411247499 |
| 1999-11-01 | 13.158507366627800 |
| 1999-12-01 | 13.157402812190401 |
| 2000-01-01 | 13.207385997886100 |
| 2000-02-01 | 13.161038075873199 |
| 2000-03-01 | 13.091526643789699 |
| 2000-04-01 | 13.406862943364999 |
| 2000-05-01 | 13.439407620114801 |
| 2000-06-01 | 13.598304038840599 |
| 2000-07-01 | 13.451011070223501 |
| 2000-08-01 | 13.558877521473100 |
| 2000-09-01 | 13.742348629727099 |
| 2000-10-01 | 13.731483132397000 |
| 2000-11-01 | 13.774831621755302 |
| 2000-12-01 | 13.788069377212501 |
| 2001-01-01 | 13.497134258896802 |
| 2001-02-01 | 13.835891530655902 |
| 2001-03-01 | 13.961798924043501 |
| 2001-04-01 | 14.092601686756899 |
| 2001-05-01 | 14.133002619882200 |
| 2001-06-01 | 14.103758560499700 |
| 2001-07-01 | 13.867485790164000 |
| 2001-08-01 | 14.064300192732698 |
| 2001-09-01 | 14.052985397594302 |
| 2001-10-01 | 14.041214021691301 |
| 2001-11-01 | 14.088320797959499 |
| 2001-12-01 | 14.003455467072500 |
| 2002-01-01 | 13.991957375378000 |
| 2002-02-01 | 13.999752808234800 |
| 2002-03-01 | 13.930464097875500 |
| 2002-04-01 | 13.881744164437402 |
| 2002-05-01 | 13.940785445997200 |
| 2002-06-01 | 13.829543330991099 |
| 2002-07-01 | 13.879574024657700 |
| 2002-08-01 | 13.869992703656200 |
| 2002-09-01 | 13.659217056814402 |
| 2002-10-01 | 13.542124189856802 |
| 2002-11-01 | 13.388419896174000 |
| 2002-12-01 | 13.204210531169300 |
| 2003-01-01 | 13.391112014964800 |
| 2003-02-01 | 13.559461906936100 |
| 2003-03-01 | 13.413684463536300 |
| 2003-04-01 | 13.187004072512000 |
| 2003-05-01 | 13.165198267917399 |
| 2003-06-01 | 13.155923220583100 |
| 2003-07-01 | 13.085071378965699 |
| 2003-08-01 | 13.073991815269500 |
| 2003-09-01 | 13.059402365920699 |
| 2003-10-01 | 13.131824740404198 |
| 2003-11-01 | 13.174599695724002 |
| 2003-12-01 | 13.181327100659699 |
| 2004-01-01 | 13.401679692949000 |
| 2004-02-01 | 13.424608238751302 |
| 2004-03-01 | 13.520994086999900 |
| 2004-04-01 | 13.504310052768302 |
| 2004-05-01 | 13.403144205803098 |
| 2004-06-01 | 13.386420385478400 |
| 2004-07-01 | 13.376714075765000 |
| 2004-08-01 | 13.380477206241000 |
| 2004-09-01 | 13.440653277316100 |
| 2004-10-01 | 13.707504737392700 |
| 2004-11-01 | 13.544879568163700 |
| 2004-12-01 | 13.653975705208198 |
| 2005-01-01 | 13.618041332229700 |
| 2005-02-01 | 13.711200352696900 |
| 2005-03-01 | 13.751742658443101 |
| 2005-04-01 | 13.723418129639900 |
| 2005-05-01 | 13.743430090679200 |
| 2005-06-01 | 13.605166570738199 |
| 2005-07-01 | 13.767443854545501 |
| 2005-08-01 | 13.784472675428601 |
| 2005-09-01 | 13.811808962896100 |
| 2005-10-01 | 13.777219291126599 |
| 2005-11-01 | 13.816319941525500 |
| 2005-12-01 | 13.718321903421000 |
| 2006-01-01 | 13.734938176882900 |
| 2006-02-01 | 13.817467831889800 |
| 2006-03-01 | 13.694040531797800 |
| 2006-04-01 | 13.445365506811800 |
| 2006-05-01 | 13.869954110593600 |
| 2006-06-01 | 14.009194105872100 |
| 2006-07-01 | 14.059199669734700 |
| 2006-08-01 | 14.087675492023600 |
| 2006-09-01 | 14.089056175161600 |
| 2006-10-01 | 14.048415025594402 |
| 2006-11-01 | 14.094771427221700 |
| 2006-12-01 | 14.103769327378900 |
| 2007-01-01 | 13.933147022393800 |
| 2007-02-01 | 13.924290444599302 |
| 2007-03-01 | 13.942392363507500 |
| 2007-04-01 | 13.559749687907901 |
| 2007-05-01 | 13.678307077875200 |
| 2007-06-01 | 13.798557527736799 |
| 2007-07-01 | 13.954720681304500 |
| 2007-08-01 | 13.989832492357700 |
| 2007-09-01 | 13.782534550404700 |
| 2007-10-01 | 13.633864576940999 |
| 2007-11-01 | 13.494385560752600 |
| 2007-12-01 | 13.405131580213402 |
| 2008-01-01 | 13.209854677537999 |
| 2008-02-01 | 13.123325558680598 |
| 2008-03-01 | 13.176720302018301 |
| 2008-04-01 | 13.163085854153400 |
| 2008-05-01 | 13.071114929233800 |
| 2008-06-01 | 12.986319676675000 |
| 2008-07-01 | 12.952416965294700 |
| 2008-08-01 | 12.897251708712100 |
| 2008-09-01 | 12.794361324360900 |
| 2008-10-01 | 12.726242318609400 |
| 2008-11-01 | 12.609171190428400 |
| 2008-12-01 | 12.538480778493500 |
| 2009-01-01 | 12.265159599707198 |
| 2009-02-01 | 12.009559325782700 |
| 2009-03-01 | 11.788812836119599 |
| 2009-04-01 | 11.555391690510400 |
| 2009-05-01 | 11.456673502976600 |
| 2009-06-01 | 11.374157587736699 |
| 2009-07-01 | 11.157696826990700 |
| 2009-08-01 | 11.105060729604500 |
| 2009-09-01 | 10.918449270097302 |
| 2009-10-01 | 11.128323008886499 |
| 2009-11-01 | 11.133952900547099 |
| 2009-12-01 | 11.177329016309800 |
| 2010-01-01 | 11.319332636421402 |
| 2010-02-01 | 11.282620385594600 |
| 2010-03-01 | 11.281998776542700 |
| 2010-04-01 | 11.347024468955600 |
| 2010-05-01 | 11.343686560600900 |
| 2010-06-01 | 11.374771665955300 |
| 2010-07-01 | 11.257119411445197 |
| 2010-08-01 | 11.206190540857198 |
| 2010-09-01 | 11.245548066090100 |
| 2010-10-01 | 11.135686769702101 |
| 2010-11-01 | 11.158669085426302 |
| 2010-12-01 | 11.125417525581998 |
| 2011-01-01 | 11.377629370788801 |
| 2011-02-01 | 11.253986092811600 |
| 2011-03-01 | 11.164538731401699 |
| 2011-04-01 | 11.335783874859601 |
| 2011-05-01 | 11.336716358745600 |
| 2011-06-01 | 11.278911704509001 |
| 2011-07-01 | 11.452925533704400 |
| 2011-08-01 | 11.503524189407802 |
| 2011-09-01 | 11.560640100821400 |
| 2011-10-01 | 11.756531734588000 |
| 2011-11-01 | 11.679841364077400 |
| 2011-12-01 | 11.866676185264199 |
| 2012-01-01 | 12.349140393677700 |
| 2012-02-01 | 12.230142589378400 |
| 2012-03-01 | 12.436523799305998 |
| 2012-04-01 | 12.425312580729400 |
| 2012-05-01 | 12.630766857269000 |
| 2012-06-01 | 12.798712396378200 |
| 2012-07-01 | 12.738545908767200 |
| 2012-08-01 | 12.900227521138598 |
| 2012-09-01 | 12.972778933709100 |
| 2012-10-01 | 13.071860017988200 |
| 2012-11-01 | 13.095833548624698 |
| 2012-12-01 | 13.204114891462100 |
| 2013-01-01 | 13.131707991956599 |
| 2013-02-01 | 13.216526863642600 |
| 2013-03-01 | 13.204336450130201 |
| 2013-04-01 | 13.215543631366401 |
| 2013-05-01 | 13.220433172963300 |
| 2013-06-01 | 13.318136774204600 |
| 2013-07-01 | 13.532051470747900 |
| 2013-08-01 | 13.598184084215100 |
| 2013-09-01 | 13.577863354820600 |
| 2013-10-01 | 13.389882125251301 |
| 2013-11-01 | 13.605901709627100 |
| 2013-12-01 | 13.627035120113401 |
| 2014-01-01 | 13.622494121907101 |
| 2014-02-01 | 13.607049377630599 |
| 2014-03-01 | 13.676647658659801 |
| 2014-04-01 | 13.802853054739302 |
| 2014-05-01 | 13.814137738045499 |
| 2014-06-01 | 13.937378253811500 |
| 2014-07-01 | 14.025344797151199 |
| 2014-08-01 | 14.103335745335300 |
| 2014-09-01 | 14.289932932277301 |
| 2014-10-01 | 14.300586042114599 |
| 2014-11-01 | 14.507864287255002 |
| 2014-12-01 | 14.635710889114002 |
| 2015-01-01 | 14.915896061891198 |
| 2015-02-01 | 14.997180488391800 |
| 2015-03-01 | 15.164173968885699 |
| 2015-04-01 | 15.088900834292900 |
| 2015-05-01 | 15.208891442403800 |
| 2015-06-01 | 15.145492585116802 |
| 2015-07-01 | 15.133128236299100 |
| 2015-08-01 | 15.114887684863500 |
| 2015-09-01 | 15.097656489627000 |
| 2015-10-01 | 15.315541213702400 |
| 2015-11-01 | 15.300285001145198 |
| 2015-12-01 | 15.329755181527900 |
| 2016-01-01 | 15.413033703214700 |
| 2016-02-01 | 15.478637874546500 |
| 2016-03-01 | 15.456653564653001 |
| 2016-04-01 | 15.881783464698000 |
| 2016-05-01 | 15.711591443100400 |
| 2016-06-01 | 15.649973881937498 |
| 2016-07-01 | 15.747197110072700 |
| 2016-08-01 | 15.831339009472199 |
| 2016-09-01 | 15.818186699424300 |
| 2016-10-01 | 15.720140036124100 |
| 2016-11-01 | 15.684237232600500 |
| 2016-12-01 | 15.607695331207399 |
| 2017-01-01 | 15.507948087441301 |
| 2017-02-01 | 15.648956005478000 |
| 2017-03-01 | 15.959717092552900 |
| 2017-04-01 | 15.887744878492600 |
| 2017-05-01 | 15.824468634703699 |
| 2017-06-01 | 15.944217571125300 |
| 2017-07-01 | 16.073529504681197 |
| 2017-08-01 | 16.048048824330802 |
| 2017-09-01 | 16.135810246504700 |
| 2017-10-01 | 16.222559248280300 |
| 2017-11-01 | 16.268387110957700 |
| 2017-12-01 | 16.377327283718902 |
| 2018-01-01 | 16.098603642345700 |
| 2018-02-01 | 16.319579166769100 |
| 2018-03-01 | 16.256075396739100 |
| 2018-04-01 | 16.290165719029800 |
| 2018-05-01 | 16.352503284861697 |
| 2018-06-01 | 16.340872318605000 |
| 2018-07-01 | 16.296468041821200 |
| 2018-08-01 | 16.370132701488700 |
| 2018-09-01 | 16.357119531373300 |
| 2018-10-01 | 16.320428556075303 |
| 2018-11-01 | 16.356503561809700 |
| 2018-12-01 | 16.350795835088903 |
| 2019-01-01 | 16.284302160748600 |
| 2019-02-01 | 16.388387681893200 |
| 2019-03-01 | 16.453680234475602 |
| 2019-04-01 | 16.380923309659200 |
| 2019-05-01 | 16.473010603363200 |
| 2019-06-01 | 16.538071178431400 |
| 2019-07-01 | 16.533054785694800 |
| 2019-08-01 | 16.589309135107400 |
| 2019-09-01 | 16.566063355700802 |
| 2019-10-01 | 16.621609566424300 |
| 2019-11-01 | 16.756429614751802 |
| 2019-12-01 | 16.847973547569800 |
| 2020-01-01 | 16.872347282756500 |
| 2020-02-01 | 16.857862467595900 |
| 2020-03-01 | 16.730865648014600 |
| 2020-04-01 | 13.863290042510400 |
| 2020-05-01 | 15.275938070794801 |
| 2020-06-01 | 15.537918609229800 |
| 2020-07-01 | 15.780827389529000 |
| 2020-08-01 | 15.702649504908600 |
| 2020-09-01 | 15.675171235377100 |
| 2020-10-01 | 16.018798484374800 |
| 2020-11-01 | 16.069675439047100 |
| 2020-12-01 | 16.164281752409500 |
| 2021-01-01 | 16.264119130002300 |
| 2021-02-01 | 16.122081520176300 |
| 2021-03-01 | 16.206750393060000 |
| 2021-04-01 | 16.246005578815900 |
| 2021-05-01 | 16.155976093066600 |
| 2021-06-01 | 16.040495040672400 |
| 2021-07-01 | 16.331876719700400 |
| 2021-08-01 | 16.310781896936100 |
| 2021-09-01 | 16.172460301211900 |
| 2021-10-01 | 16.614880415172202 |
| 2021-11-01 | 16.791968141077100 |
| 2021-12-01 | 16.891979459787700 |
| 2022-01-01 | 17.065548248659300 |
| 2022-02-01 | 17.199030074250500 |
| 2022-03-01 | 17.375210635459700 |
| 2022-04-01 | 17.624436209743000 |
| 2022-05-01 | 17.629393968281200 |
| 2022-06-01 | 17.647000662328800 |
| 2022-07-01 | 17.567885650313400 |
| 2022-08-01 | 17.715731115106898 |
| 2022-09-01 | 17.772247050633400 |
| 2022-10-01 | 17.711249063917197 |
| 2022-11-01 | 17.712825002636400 |
| 2022-12-01 | 17.717829551126300 |
| 2023-01-01 | 17.473777434973900 |
| 2023-02-01 | 17.980421854155500 |
| 2023-03-01 | 18.052885274415000 |
| 2023-04-01 | 18.111485288553000 |
| 2023-05-01 | 18.197736995139998 |
| 2023-06-01 | 18.250481177957802 |
| 2023-07-01 | 18.197080626265603 |
| 2023-08-01 | 18.416701886118602 |
| 2023-09-01 | 18.367094968029498 |
| 2023-10-01 | 18.410070403147500 |
| 2023-11-01 | 18.327392370520400 |
| 2023-12-01 | 18.435251345516800 |
| 2024-01-01 | 18.687548271454700 |
| 2024-02-01 | 18.569316958923800 |
| 2024-03-01 | 18.534898780642603 |
| 2024-04-01 | 18.407568958733002 |
| 2024-05-01 | 18.575074390178003 |
| 2024-06-01 | 18.551466829073200 |
| 2024-07-01 | 18.613498101542397 |
| 2024-08-01 | 18.612279775561102 |
| 2024-09-01 | 18.768353297179800 |
