Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056100001SA |
| 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 | 43.277731441051905 |
| 1990-02-01 | 43.217371113890200 |
| 1990-03-01 | 43.206758396881700 |
| 1990-04-01 | 42.583294954005204 |
| 1990-05-01 | 42.829665921566400 |
| 1990-06-01 | 43.376393185365100 |
| 1990-07-01 | 44.768813489839104 |
| 1990-08-01 | 43.967166676670000 |
| 1990-09-01 | 43.466445128735100 |
| 1990-10-01 | 43.630799711823600 |
| 1990-11-01 | 43.888585183624500 |
| 1990-12-01 | 44.006438247818900 |
| 1991-01-01 | 43.673517333953600 |
| 1991-02-01 | 43.729902316021200 |
| 1991-03-01 | 43.665496438097400 |
| 1991-04-01 | 44.196506578693500 |
| 1991-05-01 | 44.479672914104206 |
| 1991-06-01 | 44.409282457521290 |
| 1991-07-01 | 43.913689854484700 |
| 1991-08-01 | 43.626602804688000 |
| 1991-09-01 | 43.462471141714790 |
| 1991-10-01 | 42.624583474003600 |
| 1991-11-01 | 42.778525773301300 |
| 1991-12-01 | 42.881635648758200 |
| 1992-01-01 | 42.654978415932604 |
| 1992-02-01 | 42.418787675864200 |
| 1992-03-01 | 42.102399524024210 |
| 1992-04-01 | 42.149387153796300 |
| 1992-05-01 | 42.373754713763300 |
| 1992-06-01 | 42.111178427529500 |
| 1992-07-01 | 42.285131145792300 |
| 1992-08-01 | 42.065582174752300 |
| 1992-09-01 | 42.464362311967200 |
| 1992-10-01 | 42.440599368131900 |
| 1992-11-01 | 42.438480434499600 |
| 1992-12-01 | 41.911732197228900 |
| 1993-01-01 | 43.198344794088110 |
| 1993-02-01 | 43.354176080931900 |
| 1993-03-01 | 43.504609962614100 |
| 1993-04-01 | 44.346596030260900 |
| 1993-05-01 | 44.238922372599600 |
| 1993-06-01 | 44.376363606489400 |
| 1993-07-01 | 45.323816449100290 |
| 1993-08-01 | 46.054847812852900 |
| 1993-09-01 | 45.964077104320790 |
| 1993-10-01 | 47.019380583700300 |
| 1993-11-01 | 47.176299210992300 |
| 1993-12-01 | 47.207972070274710 |
| 1994-01-01 | 46.159658160049600 |
| 1994-02-01 | 46.426795686269294 |
| 1994-03-01 | 47.286408521910800 |
| 1994-04-01 | 47.481972015477500 |
| 1994-05-01 | 47.652906282778500 |
| 1994-06-01 | 47.651981376254100 |
| 1994-07-01 | 47.154577512391500 |
| 1994-08-01 | 46.830416058524600 |
| 1994-09-01 | 47.573903361699100 |
| 1994-10-01 | 47.287075230439800 |
| 1994-11-01 | 48.046585104127104 |
| 1994-12-01 | 48.281294737250995 |
| 1995-01-01 | 49.174941738781500 |
| 1995-02-01 | 49.562749051362000 |
| 1995-03-01 | 50.201370858295604 |
| 1995-04-01 | 48.696996169759210 |
| 1995-05-01 | 49.297169716155500 |
| 1995-06-01 | 49.752482371967000 |
| 1995-07-01 | 50.087168910789300 |
| 1995-08-01 | 50.279792577105500 |
| 1995-09-01 | 51.045760249539500 |
| 1995-10-01 | 51.546651493161896 |
| 1995-11-01 | 51.404853138044700 |
| 1995-12-01 | 51.310004638867596 |
| 1996-01-01 | 54.524378087116396 |
| 1996-02-01 | 52.514257992653290 |
| 1996-03-01 | 51.985099303414790 |
| 1996-04-01 | 52.092353253470790 |
| 1996-05-01 | 52.592634821835794 |
| 1996-06-01 | 53.412611161849604 |
| 1996-07-01 | 56.844512161392790 |
| 1996-08-01 | 57.798811217392900 |
| 1996-09-01 | 58.553671637435210 |
| 1996-10-01 | 59.466326961836000 |
| 1996-11-01 | 61.233699394815500 |
| 1996-12-01 | 61.425247042945100 |
| 1997-01-01 | 59.520648188592990 |
| 1997-02-01 | 58.488977749650495 |
| 1997-03-01 | 59.283047431785710 |
| 1997-04-01 | 60.423317349795800 |
| 1997-05-01 | 61.339761679776200 |
| 1997-06-01 | 61.807244309498300 |
| 1997-07-01 | 64.332237531860700 |
| 1997-08-01 | 63.426701761066504 |
| 1997-09-01 | 63.960521994974700 |
| 1997-10-01 | 61.909651714236205 |
| 1997-11-01 | 61.401306176493500 |
| 1997-12-01 | 61.595572933118200 |
| 1998-01-01 | 62.372943517503394 |
| 1998-02-01 | 63.712540415468396 |
| 1998-03-01 | 64.320462382904400 |
| 1998-04-01 | 63.443464838653000 |
| 1998-05-01 | 63.105710521483600 |
| 1998-06-01 | 62.840336750391500 |
| 1998-07-01 | 62.061151723860100 |
| 1998-08-01 | 62.486278982541705 |
| 1998-09-01 | 62.403658288929000 |
| 1998-10-01 | 62.518210132284004 |
| 1998-11-01 | 63.375277370393110 |
| 1998-12-01 | 63.407037972478000 |
| 1999-01-01 | 63.251573622797900 |
| 1999-02-01 | 63.083883954111500 |
| 1999-03-01 | 63.670544578415296 |
| 1999-04-01 | 64.239364829270710 |
| 1999-05-01 | 63.814381468706600 |
| 1999-06-01 | 63.858509699287600 |
| 1999-07-01 | 64.665203666067300 |
| 1999-08-01 | 63.890006200443710 |
| 1999-09-01 | 64.095400747125800 |
| 1999-10-01 | 65.135424678543900 |
| 1999-11-01 | 65.191888829307000 |
| 1999-12-01 | 65.832431964751600 |
| 2000-01-01 | 66.669701129136300 |
| 2000-02-01 | 66.498419534381900 |
| 2000-03-01 | 66.442374346918500 |
| 2000-04-01 | 67.912214860015300 |
| 2000-05-01 | 67.937811798609500 |
| 2000-06-01 | 67.809387386438800 |
| 2000-07-01 | 67.526685895529800 |
| 2000-08-01 | 66.496196352678900 |
| 2000-09-01 | 67.520898918630890 |
| 2000-10-01 | 67.215022678525900 |
| 2000-11-01 | 67.494514497734700 |
| 2000-12-01 | 66.082156589796300 |
| 2001-01-01 | 63.776526250895200 |
| 2001-02-01 | 62.797992209020000 |
| 2001-03-01 | 61.839296431320290 |
| 2001-04-01 | 59.915322292533900 |
| 2001-05-01 | 59.470885702247600 |
| 2001-06-01 | 58.977888052138700 |
| 2001-07-01 | 57.643063745387600 |
| 2001-08-01 | 56.854891433782605 |
| 2001-09-01 | 56.259642563251000 |
| 2001-10-01 | 55.589391094792500 |
| 2001-11-01 | 54.963227808866210 |
| 2001-12-01 | 54.659093813397600 |
| 2002-01-01 | 54.997765704494704 |
| 2002-02-01 | 54.321951117569000 |
| 2002-03-01 | 54.636584060181704 |
| 2002-04-01 | 53.259032026625700 |
| 2002-05-01 | 53.183063301689100 |
| 2002-06-01 | 52.578054237152800 |
| 2002-07-01 | 52.178959378512296 |
| 2002-08-01 | 52.013091050659504 |
| 2002-09-01 | 52.048658180319500 |
| 2002-10-01 | 51.424883158226300 |
| 2002-11-01 | 51.231201648658200 |
| 2002-12-01 | 51.164980308230300 |
| 2003-01-01 | 50.850749358624400 |
| 2003-02-01 | 50.474308598893200 |
| 2003-03-01 | 50.278427224408000 |
| 2003-04-01 | 50.406140374782400 |
| 2003-05-01 | 50.017860336814200 |
| 2003-06-01 | 50.453024838099500 |
| 2003-07-01 | 52.181959140967400 |
| 2003-08-01 | 51.756565408721000 |
| 2003-09-01 | 51.539275125105400 |
| 2003-10-01 | 51.697510924881290 |
| 2003-11-01 | 51.906210303676204 |
| 2003-12-01 | 51.642716116213100 |
| 2004-01-01 | 52.542927572516206 |
| 2004-02-01 | 53.134413342666600 |
| 2004-03-01 | 52.709910344353800 |
| 2004-04-01 | 54.664497237001500 |
| 2004-05-01 | 54.850555958152704 |
| 2004-06-01 | 54.836485034476100 |
| 2004-07-01 | 53.197876956031706 |
| 2004-08-01 | 53.440559593169900 |
| 2004-09-01 | 53.585100676009900 |
| 2004-10-01 | 54.479024964163294 |
| 2004-11-01 | 54.519432005127300 |
| 2004-12-01 | 54.655528790677900 |
| 2005-01-01 | 54.877385682906200 |
| 2005-02-01 | 55.326856294047296 |
| 2005-03-01 | 55.028262340189706 |
| 2005-04-01 | 55.005170786419200 |
| 2005-05-01 | 54.477701358505000 |
| 2005-06-01 | 53.786472856486100 |
| 2005-07-01 | 54.196435852347300 |
| 2005-08-01 | 54.943334565150500 |
| 2005-09-01 | 55.506211544387290 |
| 2005-10-01 | 55.128687327179500 |
| 2005-11-01 | 55.506406666414200 |
| 2005-12-01 | 56.028340578846000 |
| 2006-01-01 | 56.008191439266400 |
| 2006-02-01 | 56.379953197798500 |
| 2006-03-01 | 56.788793107437600 |
| 2006-04-01 | 56.590562849751100 |
| 2006-05-01 | 57.696207652936100 |
| 2006-06-01 | 58.274774727720300 |
| 2006-07-01 | 59.087591023708704 |
| 2006-08-01 | 58.671678103118600 |
| 2006-09-01 | 58.040809632216900 |
| 2006-10-01 | 57.597931432277406 |
| 2006-11-01 | 57.792153192103500 |
| 2006-12-01 | 58.014199260152200 |
| 2007-01-01 | 58.186383218222700 |
| 2007-02-01 | 58.153961327061300 |
| 2007-03-01 | 58.247289357328300 |
| 2007-04-01 | 58.152161579811200 |
| 2007-05-01 | 58.493218449425200 |
| 2007-06-01 | 58.178893878061100 |
| 2007-07-01 | 58.731067647622100 |
| 2007-08-01 | 58.489296354595900 |
| 2007-09-01 | 58.574981949531100 |
| 2007-10-01 | 59.375009035146000 |
| 2007-11-01 | 59.400143375808796 |
| 2007-12-01 | 59.372066886762300 |
| 2008-01-01 | 58.725501169404400 |
| 2008-02-01 | 58.649871529790400 |
| 2008-03-01 | 57.768610169615200 |
| 2008-04-01 | 57.134154629396110 |
| 2008-05-01 | 56.328113073045905 |
| 2008-06-01 | 56.273614063340396 |
| 2008-07-01 | 55.749599766223710 |
| 2008-08-01 | 55.092632946314794 |
| 2008-09-01 | 54.521400193022096 |
| 2008-10-01 | 53.462817415557900 |
| 2008-11-01 | 52.772425873263906 |
| 2008-12-01 | 51.786023708745795 |
| 2009-01-01 | 51.141272630004394 |
| 2009-02-01 | 49.405956551703795 |
| 2009-03-01 | 48.407978793161500 |
| 2009-04-01 | 48.321376511183300 |
| 2009-05-01 | 47.700041580503300 |
| 2009-06-01 | 48.001444368302200 |
| 2009-07-01 | 47.768767092288400 |
| 2009-08-01 | 48.010313361312100 |
| 2009-09-01 | 47.663514960683000 |
| 2009-10-01 | 47.707921699643900 |
| 2009-11-01 | 47.457473880306800 |
| 2009-12-01 | 47.865275298170100 |
| 2010-01-01 | 44.350070641971600 |
| 2010-02-01 | 44.497111102644205 |
| 2010-03-01 | 44.466928215499400 |
| 2010-04-01 | 45.688019495829200 |
| 2010-05-01 | 45.775819397388105 |
| 2010-06-01 | 46.043127696549300 |
| 2010-07-01 | 45.990128513284700 |
| 2010-08-01 | 46.034633525153500 |
| 2010-09-01 | 46.322414350778295 |
| 2010-10-01 | 46.317353200327204 |
| 2010-11-01 | 46.830933236664000 |
| 2010-12-01 | 46.698613471106500 |
| 2011-01-01 | 46.630395555108200 |
| 2011-02-01 | 46.834372424220106 |
| 2011-03-01 | 47.173557174789200 |
| 2011-04-01 | 47.721829237267200 |
| 2011-05-01 | 47.729955911034500 |
| 2011-06-01 | 47.874172422618294 |
| 2011-07-01 | 47.891529273659100 |
| 2011-08-01 | 47.802158114804110 |
| 2011-09-01 | 48.150363854080496 |
| 2011-10-01 | 48.738437884528890 |
| 2011-11-01 | 48.679875034523604 |
| 2011-12-01 | 48.678532700138504 |
| 2012-01-01 | 49.920476309434210 |
| 2012-02-01 | 49.524583278827400 |
| 2012-03-01 | 49.850709381527700 |
| 2012-04-01 | 49.897452218701710 |
| 2012-05-01 | 50.173472241282600 |
| 2012-06-01 | 50.045611944136496 |
| 2012-07-01 | 50.144141817641000 |
| 2012-08-01 | 50.837887828800106 |
| 2012-09-01 | 51.380748436752010 |
| 2012-10-01 | 52.159529140412204 |
| 2012-11-01 | 52.721317909706290 |
| 2012-12-01 | 53.231577911030100 |
| 2013-01-01 | 53.207146492402900 |
| 2013-02-01 | 53.192928825963110 |
| 2013-03-01 | 52.936625051518604 |
| 2013-04-01 | 53.031473210400600 |
| 2013-05-01 | 53.151620517627600 |
| 2013-06-01 | 52.326490624564510 |
| 2013-07-01 | 53.255860363425505 |
| 2013-08-01 | 53.532243087102394 |
| 2013-09-01 | 53.493566432751800 |
| 2013-10-01 | 53.263946861901900 |
| 2013-11-01 | 52.971875520224900 |
| 2013-12-01 | 52.497185224444900 |
| 2014-01-01 | 53.405919108135200 |
| 2014-02-01 | 53.894489464757800 |
| 2014-03-01 | 54.129753906315000 |
| 2014-04-01 | 54.341997928195894 |
| 2014-05-01 | 55.398912087992400 |
| 2014-06-01 | 54.805307107260106 |
| 2014-07-01 | 54.200988242882100 |
| 2014-08-01 | 54.782310615525205 |
| 2014-09-01 | 54.854379842263100 |
| 2014-10-01 | 54.827413433439700 |
| 2014-11-01 | 55.102886195809000 |
| 2014-12-01 | 55.432099571726205 |
| 2015-01-01 | 55.909846046260010 |
| 2015-02-01 | 56.070558934535796 |
| 2015-03-01 | 56.570259495139894 |
| 2015-04-01 | 57.511417095536395 |
| 2015-05-01 | 56.673805288829800 |
| 2015-06-01 | 56.391997811841900 |
| 2015-07-01 | 56.645947187529295 |
| 2015-08-01 | 56.602304487434700 |
| 2015-09-01 | 56.550563250099000 |
| 2015-10-01 | 56.960257214372795 |
| 2015-11-01 | 57.356797315836296 |
| 2015-12-01 | 57.638918556370605 |
| 2016-01-01 | 57.837385232808295 |
| 2016-02-01 | 57.864350312841900 |
| 2016-03-01 | 57.935631633070400 |
| 2016-04-01 | 59.028228089862004 |
| 2016-05-01 | 58.487094031002600 |
| 2016-06-01 | 59.065277399125000 |
| 2016-07-01 | 59.213568881185600 |
| 2016-08-01 | 59.416477622360300 |
| 2016-09-01 | 59.627887475192100 |
| 2016-10-01 | 59.713287549694210 |
| 2016-11-01 | 60.048361298263906 |
| 2016-12-01 | 59.696269523209800 |
| 2017-01-01 | 60.252908178657400 |
| 2017-02-01 | 60.565476249732600 |
| 2017-03-01 | 61.889259000167100 |
| 2017-04-01 | 60.495032060642300 |
| 2017-05-01 | 60.533782376453500 |
| 2017-06-01 | 60.657504874131405 |
| 2017-07-01 | 61.035616501368600 |
| 2017-08-01 | 60.587733617070290 |
| 2017-09-01 | 60.570433042545100 |
| 2017-10-01 | 60.911275013049405 |
| 2017-11-01 | 59.337585137241796 |
| 2017-12-01 | 59.327077218887700 |
| 2018-01-01 | 59.295028551301200 |
| 2018-02-01 | 59.457090769843100 |
| 2018-03-01 | 60.073667164873110 |
| 2018-04-01 | 60.067272944278000 |
| 2018-05-01 | 60.790271664900295 |
| 2018-06-01 | 60.322961022004100 |
| 2018-07-01 | 60.386005081977200 |
| 2018-08-01 | 61.027052363105200 |
| 2018-09-01 | 61.365958853775700 |
| 2018-10-01 | 60.762907352884900 |
| 2018-11-01 | 60.825495935821294 |
| 2018-12-01 | 61.329643767341500 |
| 2019-01-01 | 59.816699521279205 |
| 2019-02-01 | 59.037960248581110 |
| 2019-03-01 | 59.947314479970395 |
| 2019-04-01 | 60.238505746700600 |
| 2019-05-01 | 60.026524342282200 |
| 2019-06-01 | 60.805179072361405 |
| 2019-07-01 | 60.367474198940805 |
| 2019-08-01 | 60.892748703644600 |
| 2019-09-01 | 60.846430961034200 |
| 2019-10-01 | 61.081634141561700 |
| 2019-11-01 | 62.063489877790296 |
| 2019-12-01 | 62.450717512018900 |
| 2020-01-01 | 62.377869747983205 |
| 2020-02-01 | 62.270966000453500 |
| 2020-03-01 | 61.687097224285100 |
| 2020-04-01 | 50.904892362769500 |
| 2020-05-01 | 51.358577680539700 |
| 2020-06-01 | 52.368679985453504 |
| 2020-07-01 | 53.119577634706495 |
| 2020-08-01 | 53.226537530548000 |
| 2020-09-01 | 52.580403654532100 |
| 2020-10-01 | 54.586401194755400 |
| 2020-11-01 | 54.873987157127500 |
| 2020-12-01 | 55.383734880978400 |
| 2021-01-01 | 56.375451398711796 |
| 2021-02-01 | 56.688599393526900 |
| 2021-03-01 | 57.186174265560300 |
| 2021-04-01 | 57.621986567855100 |
| 2021-05-01 | 58.069335662931200 |
| 2021-06-01 | 57.238819571201894 |
| 2021-07-01 | 57.873276828807110 |
| 2021-08-01 | 57.916701504014796 |
| 2021-09-01 | 57.716764911787900 |
| 2021-10-01 | 59.480686475196200 |
| 2021-11-01 | 61.219718823026000 |
| 2021-12-01 | 59.770131679231300 |
| 2022-01-01 | 59.970360121175496 |
| 2022-02-01 | 60.080270860433000 |
| 2022-03-01 | 59.972018117528600 |
| 2022-04-01 | 59.396452254532500 |
| 2022-05-01 | 59.357196013098710 |
| 2022-06-01 | 59.347010628022100 |
| 2022-07-01 | 58.688756755850000 |
| 2022-08-01 | 58.619380283409100 |
| 2022-09-01 | 57.775676363633610 |
| 2022-10-01 | 57.681980412795400 |
| 2022-11-01 | 56.831687892770500 |
| 2022-12-01 | 56.751264184045300 |
| 2023-01-01 | 55.917891780148004 |
| 2023-02-01 | 55.914711420500100 |
| 2023-03-01 | 55.738117875924900 |
| 2023-04-01 | 56.300483775939600 |
| 2023-05-01 | 55.336050696362600 |
| 2023-06-01 | 54.631095347053600 |
| 2023-07-01 | 55.499142314691200 |
| 2023-08-01 | 55.303357360092704 |
| 2023-09-01 | 55.128579788994890 |
| 2023-10-01 | 54.651831729235710 |
| 2023-11-01 | 54.599633304444600 |
| 2023-12-01 | 54.404431931135996 |
| 2024-01-01 | 54.908790848133900 |
| 2024-02-01 | 54.611339921432300 |
| 2024-03-01 | 54.573879794151200 |
| 2024-04-01 | 54.614345055310494 |
| 2024-05-01 | 54.333206579469900 |
| 2024-06-01 | 53.862330003572204 |
| 2024-07-01 | 53.703877540167290 |
| 2024-08-01 | 53.773198077147400 |
| 2024-09-01 | 53.847630779580200 |
