Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-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 2025-05-01 |
| Last Updated | 2025-06-25 5:08 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 | 43.278079453490200 |
| 1990-02-01 | 43.215584791747500 |
| 1990-03-01 | 43.202715110102700 |
| 1990-04-01 | 42.591876666049600 |
| 1990-05-01 | 42.825157594353200 |
| 1990-06-01 | 43.373460288059100 |
| 1990-07-01 | 44.766967086871500 |
| 1990-08-01 | 43.965342636050300 |
| 1990-09-01 | 43.462508315086600 |
| 1990-10-01 | 43.646068538503600 |
| 1990-11-01 | 43.886578806105206 |
| 1990-12-01 | 44.002592470930300 |
| 1991-01-01 | 43.678311931918100 |
| 1991-02-01 | 43.727129495561100 |
| 1991-03-01 | 43.661121191556100 |
| 1991-04-01 | 44.204484980801000 |
| 1991-05-01 | 44.475432212734400 |
| 1991-06-01 | 44.406496961882300 |
| 1991-07-01 | 43.911870947053200 |
| 1991-08-01 | 43.624702143990710 |
| 1991-09-01 | 43.458394651368100 |
| 1991-10-01 | 42.637616260693300 |
| 1991-11-01 | 42.776465290424400 |
| 1991-12-01 | 42.877594439612600 |
| 1992-01-01 | 42.664273499571500 |
| 1992-02-01 | 42.415859942964104 |
| 1992-03-01 | 42.098626872365400 |
| 1992-04-01 | 42.153715400370900 |
| 1992-05-01 | 42.370740451174605 |
| 1992-06-01 | 42.109049652924500 |
| 1992-07-01 | 42.283461331997900 |
| 1992-08-01 | 42.063527115488500 |
| 1992-09-01 | 42.460108949268495 |
| 1992-10-01 | 42.451377955376294 |
| 1992-11-01 | 42.436132241194294 |
| 1992-12-01 | 41.907695823274800 |
| 1993-01-01 | 43.212459500047700 |
| 1993-02-01 | 43.351088273396400 |
| 1993-03-01 | 43.501051706773900 |
| 1993-04-01 | 44.347838987427100 |
| 1993-05-01 | 44.236646861861495 |
| 1993-06-01 | 44.374227074044896 |
| 1993-07-01 | 45.322468087750394 |
| 1993-08-01 | 46.053050348887600 |
| 1993-09-01 | 45.960449901279000 |
| 1993-10-01 | 47.026614522410405 |
| 1993-11-01 | 47.174639319615096 |
| 1993-12-01 | 47.204612111635290 |
| 1994-01-01 | 46.175239165052005 |
| 1994-02-01 | 46.424612882904206 |
| 1994-03-01 | 47.283361368730300 |
| 1994-04-01 | 47.480505948619600 |
| 1994-05-01 | 47.651030943168110 |
| 1994-06-01 | 47.649921001900300 |
| 1994-07-01 | 47.153883554947605 |
| 1994-08-01 | 46.829283578868800 |
| 1994-09-01 | 47.571155471318100 |
| 1994-10-01 | 47.290730011715100 |
| 1994-11-01 | 48.045337392359706 |
| 1994-12-01 | 48.278486904891100 |
| 1995-01-01 | 49.191373338724600 |
| 1995-02-01 | 49.560671303428900 |
| 1995-03-01 | 50.198315153795800 |
| 1995-04-01 | 48.694965903464700 |
| 1995-05-01 | 49.295256799403894 |
| 1995-06-01 | 49.750115192947400 |
| 1995-07-01 | 50.087201329181500 |
| 1995-08-01 | 50.279636568756196 |
| 1995-09-01 | 51.044612964316210 |
| 1995-10-01 | 51.546997667559100 |
| 1995-11-01 | 51.404800763563500 |
| 1995-12-01 | 51.308848286389505 |
| 1996-01-01 | 54.536758949762790 |
| 1996-02-01 | 52.513383892581900 |
| 1996-03-01 | 51.982886949123404 |
| 1996-04-01 | 52.089914790588700 |
| 1996-05-01 | 52.590784146922000 |
| 1996-06-01 | 53.410475529533300 |
| 1996-07-01 | 56.845082363266705 |
| 1996-08-01 | 57.799115159617500 |
| 1996-09-01 | 58.553182129349395 |
| 1996-10-01 | 59.466631253286600 |
| 1996-11-01 | 61.233815577591100 |
| 1996-12-01 | 61.425176125561800 |
| 1997-01-01 | 59.527443212462800 |
| 1997-02-01 | 58.489048252810500 |
| 1997-03-01 | 59.281666587942600 |
| 1997-04-01 | 60.420760407070400 |
| 1997-05-01 | 61.338080663138000 |
| 1997-06-01 | 61.805269983006404 |
| 1997-07-01 | 64.333249405168200 |
| 1997-08-01 | 63.427353045302105 |
| 1997-09-01 | 63.960802205840594 |
| 1997-10-01 | 61.909939798435710 |
| 1997-11-01 | 61.401829072723210 |
| 1997-12-01 | 61.596479613746500 |
| 1998-01-01 | 62.373359869872500 |
| 1998-02-01 | 63.713724292174300 |
| 1998-03-01 | 64.320014004685000 |
| 1998-04-01 | 63.441758286374295 |
| 1998-05-01 | 63.104499263563700 |
| 1998-06-01 | 62.839188255712000 |
| 1998-07-01 | 62.062029340110100 |
| 1998-08-01 | 62.486910567477600 |
| 1998-09-01 | 62.404010168052100 |
| 1998-10-01 | 62.518556241195895 |
| 1998-11-01 | 63.375536416784705 |
| 1998-12-01 | 63.407285453289600 |
| 1999-01-01 | 63.251438947697295 |
| 1999-02-01 | 63.084285633155005 |
| 1999-03-01 | 63.670364612676295 |
| 1999-04-01 | 64.238543300936000 |
| 1999-05-01 | 63.813755158452200 |
| 1999-06-01 | 63.857953719495896 |
| 1999-07-01 | 64.665791842237000 |
| 1999-08-01 | 63.890446961691000 |
| 1999-09-01 | 64.095652938780000 |
| 1999-10-01 | 65.135658945836300 |
| 1999-11-01 | 65.191968051499700 |
| 1999-12-01 | 65.832383216303900 |
| 2000-01-01 | 66.669547207273600 |
| 2000-02-01 | 66.498535570806710 |
| 2000-03-01 | 66.442339538792300 |
| 2000-04-01 | 67.911747089350200 |
| 2000-05-01 | 67.937654541726800 |
| 2000-06-01 | 67.809324853290390 |
| 2000-07-01 | 67.526833038819200 |
| 2000-08-01 | 66.496371832895100 |
| 2000-09-01 | 67.520999478948710 |
| 2000-10-01 | 67.215112642367790 |
| 2000-11-01 | 67.494532833830010 |
| 2000-12-01 | 66.082126493678600 |
| 2001-01-01 | 63.776510109132296 |
| 2001-02-01 | 62.797987969459110 |
| 2001-03-01 | 61.839366491111800 |
| 2001-04-01 | 59.915072876657400 |
| 2001-05-01 | 59.470869693237700 |
| 2001-06-01 | 58.977885803263000 |
| 2001-07-01 | 57.643084406907210 |
| 2001-08-01 | 56.854958971679100 |
| 2001-09-01 | 56.259677391584000 |
| 2001-10-01 | 55.589410760593790 |
| 2001-11-01 | 54.963231177365710 |
| 2001-12-01 | 54.659082149389896 |
| 2002-01-01 | 54.997769284070210 |
| 2002-02-01 | 54.321963317755900 |
| 2002-03-01 | 54.636612066453890 |
| 2002-04-01 | 53.258898603933496 |
| 2002-05-01 | 53.183078557763096 |
| 2002-06-01 | 52.578066340071295 |
| 2002-07-01 | 52.178966339432500 |
| 2002-08-01 | 52.013120502456600 |
| 2002-09-01 | 52.048667550533104 |
| 2002-10-01 | 51.424888045015294 |
| 2002-11-01 | 51.231201944666100 |
| 2002-12-01 | 51.164974855886896 |
| 2003-01-01 | 50.850749964609390 |
| 2003-02-01 | 50.474310814744996 |
| 2003-03-01 | 50.278439424565605 |
| 2003-04-01 | 50.406080963879006 |
| 2003-05-01 | 50.017867749304100 |
| 2003-06-01 | 50.453035512315900 |
| 2003-07-01 | 52.181965008603605 |
| 2003-08-01 | 51.756580802837000 |
| 2003-09-01 | 51.539279116562604 |
| 2003-10-01 | 51.697510247429400 |
| 2003-11-01 | 51.906205833778490 |
| 2003-12-01 | 51.642712303003800 |
| 2004-01-01 | 52.542925367640600 |
| 2004-02-01 | 53.134409362005100 |
| 2004-03-01 | 52.709910045379800 |
| 2004-04-01 | 54.664503779725800 |
| 2004-05-01 | 54.850556446576604 |
| 2004-06-01 | 54.836494919975610 |
| 2004-07-01 | 53.197882146431700 |
| 2004-08-01 | 53.440558182928000 |
| 2004-09-01 | 53.585089910042290 |
| 2004-10-01 | 54.479006553685600 |
| 2004-11-01 | 54.519415671575295 |
| 2004-12-01 | 54.655527908044400 |
| 2005-01-01 | 54.877392735400290 |
| 2005-02-01 | 55.326866378160800 |
| 2005-03-01 | 55.028270680402000 |
| 2005-04-01 | 55.005213690966606 |
| 2005-05-01 | 54.477711543858900 |
| 2005-06-01 | 53.786485222083300 |
| 2005-07-01 | 54.196437954895100 |
| 2005-08-01 | 54.943315063720700 |
| 2005-09-01 | 55.506170529286000 |
| 2005-10-01 | 55.128632450962200 |
| 2005-11-01 | 55.506355657096700 |
| 2005-12-01 | 56.028314047432900 |
| 2006-01-01 | 56.008268808479700 |
| 2006-02-01 | 56.380020147058104 |
| 2006-03-01 | 56.788804512641500 |
| 2006-04-01 | 56.590630231691800 |
| 2006-05-01 | 57.696231461125400 |
| 2006-06-01 | 58.274806480754390 |
| 2006-07-01 | 59.087598224969600 |
| 2006-08-01 | 58.671620404360500 |
| 2006-09-01 | 58.040733609840004 |
| 2006-10-01 | 57.597824980671100 |
| 2006-11-01 | 57.792020475803696 |
| 2006-12-01 | 58.014046877763300 |
| 2007-01-01 | 58.186651322436894 |
| 2007-02-01 | 58.154145202963200 |
| 2007-03-01 | 58.247297237612400 |
| 2007-04-01 | 58.152263970835800 |
| 2007-05-01 | 58.493258887675296 |
| 2007-06-01 | 58.178933477685900 |
| 2007-07-01 | 58.731069107627110 |
| 2007-08-01 | 58.489197796786000 |
| 2007-09-01 | 58.574865757521710 |
| 2007-10-01 | 59.374840454881490 |
| 2007-11-01 | 59.399918719692900 |
| 2007-12-01 | 59.371781553239700 |
| 2008-01-01 | 58.725966175505200 |
| 2008-02-01 | 58.650183441428300 |
| 2008-03-01 | 57.768624313784706 |
| 2008-04-01 | 57.134282858037790 |
| 2008-05-01 | 56.328161343529700 |
| 2008-06-01 | 56.273656330214200 |
| 2008-07-01 | 55.749590865247500 |
| 2008-08-01 | 55.092505066977200 |
| 2008-09-01 | 54.521264880353800 |
| 2008-10-01 | 53.462625278576600 |
| 2008-11-01 | 52.772159449905500 |
| 2008-12-01 | 51.785673231505300 |
| 2009-01-01 | 51.141827852964710 |
| 2009-02-01 | 49.406288576848100 |
| 2009-03-01 | 48.408006295659800 |
| 2009-04-01 | 48.321499214298600 |
| 2009-05-01 | 47.700087539515800 |
| 2009-06-01 | 48.001466946525404 |
| 2009-07-01 | 47.768745149158605 |
| 2009-08-01 | 48.010188985655600 |
| 2009-09-01 | 47.663384649623900 |
| 2009-10-01 | 47.707739099199490 |
| 2009-11-01 | 47.457224383161710 |
| 2009-12-01 | 47.864921665373100 |
| 2010-01-01 | 44.350593509302300 |
| 2010-02-01 | 44.497419731889900 |
| 2010-03-01 | 44.466963103169405 |
| 2010-04-01 | 45.688130633115500 |
| 2010-05-01 | 45.775853725213900 |
| 2010-06-01 | 46.043137191313704 |
| 2010-07-01 | 45.990100996158894 |
| 2010-08-01 | 46.034514646224700 |
| 2010-09-01 | 46.322300745013900 |
| 2010-10-01 | 46.317201798984800 |
| 2010-11-01 | 46.830718350221304 |
| 2010-12-01 | 46.698273591592800 |
| 2011-01-01 | 46.630940051676290 |
| 2011-02-01 | 46.834654829739290 |
| 2011-03-01 | 47.173583279322500 |
| 2011-04-01 | 47.721907738456400 |
| 2011-05-01 | 47.729959586737095 |
| 2011-06-01 | 47.874153702580700 |
| 2011-07-01 | 47.891512488154200 |
| 2011-08-01 | 47.802063298080300 |
| 2011-09-01 | 48.150274300328400 |
| 2011-10-01 | 48.738332566822900 |
| 2011-11-01 | 48.679742501369600 |
| 2011-12-01 | 48.678292678165100 |
| 2012-01-01 | 49.920932627351290 |
| 2012-02-01 | 49.524789465560104 |
| 2012-03-01 | 49.850713369822500 |
| 2012-04-01 | 49.897422568551600 |
| 2012-05-01 | 50.173424775486400 |
| 2012-06-01 | 50.045579885888900 |
| 2012-07-01 | 50.144164992999000 |
| 2012-08-01 | 50.837839321876100 |
| 2012-09-01 | 51.380684232907896 |
| 2012-10-01 | 52.159485929210100 |
| 2012-11-01 | 52.721303652102300 |
| 2012-12-01 | 53.231486823935390 |
| 2013-01-01 | 53.207534595034296 |
| 2013-02-01 | 53.193132618288600 |
| 2013-03-01 | 52.936717716540700 |
| 2013-04-01 | 53.030740648875195 |
| 2013-05-01 | 53.151553676226904 |
| 2013-06-01 | 52.326446343071900 |
| 2013-07-01 | 53.255979349999510 |
| 2013-08-01 | 53.532386212731600 |
| 2013-09-01 | 53.493719391380300 |
| 2013-10-01 | 53.264077968892790 |
| 2013-11-01 | 52.971992484198000 |
| 2013-12-01 | 52.497116128033300 |
| 2014-01-01 | 53.406183563846100 |
| 2014-02-01 | 53.894660412179300 |
| 2014-03-01 | 54.129957981312800 |
| 2014-04-01 | 54.340383917834610 |
| 2014-05-01 | 55.398629023449004 |
| 2014-06-01 | 54.805127328216900 |
| 2014-07-01 | 54.201271663652896 |
| 2014-08-01 | 54.782969887895900 |
| 2014-09-01 | 54.855202278050390 |
| 2014-10-01 | 54.827531613261390 |
| 2014-11-01 | 55.103129235263300 |
| 2014-12-01 | 55.431813360308700 |
| 2015-01-01 | 55.910001212284100 |
| 2015-02-01 | 56.070906816520605 |
| 2015-03-01 | 56.570617164952600 |
| 2015-04-01 | 57.508614680043000 |
| 2015-05-01 | 56.673155567331705 |
| 2015-06-01 | 56.391397109858104 |
| 2015-07-01 | 56.645667024284400 |
| 2015-08-01 | 56.602173935631200 |
| 2015-09-01 | 56.557146745551606 |
| 2015-10-01 | 56.959084254500700 |
| 2015-11-01 | 57.356475046616296 |
| 2015-12-01 | 57.637349493166504 |
| 2016-01-01 | 57.837382570395000 |
| 2016-02-01 | 57.865103180552500 |
| 2016-03-01 | 57.935828746003400 |
| 2016-04-01 | 59.024842359191600 |
| 2016-05-01 | 58.485774555995704 |
| 2016-06-01 | 59.063959407107404 |
| 2016-07-01 | 59.212732075240600 |
| 2016-08-01 | 59.416020681590990 |
| 2016-09-01 | 59.641329448720896 |
| 2016-10-01 | 59.710837334520210 |
| 2016-11-01 | 60.047345607139995 |
| 2016-12-01 | 59.692858238756800 |
| 2017-01-01 | 60.251749556766100 |
| 2017-02-01 | 60.565465533379495 |
| 2017-03-01 | 61.892874479806610 |
| 2017-04-01 | 60.489672049374796 |
| 2017-05-01 | 60.531410647265204 |
| 2017-06-01 | 60.655610827219704 |
| 2017-07-01 | 61.033901201937400 |
| 2017-08-01 | 60.585683855946290 |
| 2017-09-01 | 60.593912487553100 |
| 2017-10-01 | 60.906692383466210 |
| 2017-11-01 | 59.335066672425604 |
| 2017-12-01 | 59.321424701822700 |
| 2018-01-01 | 59.292613217014210 |
| 2018-02-01 | 59.456370323757200 |
| 2018-03-01 | 60.080261895713800 |
| 2018-04-01 | 60.059768895990295 |
| 2018-05-01 | 60.785027843765500 |
| 2018-06-01 | 60.327495821033400 |
| 2018-07-01 | 60.381616504296700 |
| 2018-08-01 | 61.022436496248290 |
| 2018-09-01 | 61.400603458366500 |
| 2018-10-01 | 60.755352862937790 |
| 2018-11-01 | 60.818061920934000 |
| 2018-12-01 | 61.320824784710000 |
| 2019-01-01 | 59.812780801248710 |
| 2019-02-01 | 59.036506723499200 |
| 2019-03-01 | 59.958366316392500 |
| 2019-04-01 | 60.230531191079600 |
| 2019-05-01 | 60.019624305834100 |
| 2019-06-01 | 60.816463998285900 |
| 2019-07-01 | 60.360988486928605 |
| 2019-08-01 | 60.887150032488700 |
| 2019-09-01 | 60.893198805939400 |
| 2019-10-01 | 61.071750672633400 |
| 2019-11-01 | 62.048579948234604 |
| 2019-12-01 | 62.431780134385800 |
| 2020-01-01 | 62.364680666470390 |
| 2020-02-01 | 62.268933312677710 |
| 2020-03-01 | 61.710302750053200 |
| 2020-04-01 | 50.897635638346700 |
| 2020-05-01 | 51.338116040745405 |
| 2020-06-01 | 52.412112843138296 |
| 2020-07-01 | 53.103939234530294 |
| 2020-08-01 | 53.226667584659005 |
| 2020-09-01 | 52.620964648607700 |
| 2020-10-01 | 54.605070585567000 |
| 2020-11-01 | 54.840072003804394 |
| 2020-12-01 | 55.344622144977400 |
| 2021-01-01 | 56.332348711578600 |
| 2021-02-01 | 56.679290008359600 |
| 2021-03-01 | 57.238704893692210 |
| 2021-04-01 | 57.609285938015900 |
| 2021-05-01 | 58.032074596624696 |
| 2021-06-01 | 57.353740858916000 |
| 2021-07-01 | 57.820319493075296 |
| 2021-08-01 | 57.913827122339200 |
| 2021-09-01 | 57.796846257234110 |
| 2021-10-01 | 59.551509692285200 |
| 2021-11-01 | 61.153995658766000 |
| 2021-12-01 | 59.670424369767600 |
| 2022-01-01 | 59.857435348696800 |
| 2022-02-01 | 60.067274529171500 |
| 2022-03-01 | 60.040278053598200 |
| 2022-04-01 | 59.392723186986710 |
| 2022-05-01 | 59.320430951146400 |
| 2022-06-01 | 59.552183328334400 |
| 2022-07-01 | 58.596251006802206 |
| 2022-08-01 | 58.616578269120595 |
| 2022-09-01 | 57.900518778584210 |
| 2022-10-01 | 57.829721516263504 |
| 2022-11-01 | 56.724287204055500 |
| 2022-12-01 | 56.582429235966900 |
| 2023-01-01 | 55.737600996354700 |
| 2023-02-01 | 55.902996128872395 |
| 2023-03-01 | 55.805481816828010 |
| 2023-04-01 | 56.706891719491700 |
| 2023-05-01 | 55.927815594403300 |
| 2023-06-01 | 55.686951904557000 |
| 2023-07-01 | 56.177907233399900 |
| 2023-08-01 | 56.090378370257000 |
| 2023-09-01 | 56.397650559157600 |
| 2023-10-01 | 55.644075530112800 |
| 2023-11-01 | 56.035908504100800 |
| 2023-12-01 | 55.848319634820300 |
| 2024-01-01 | 56.598589821580500 |
| 2024-02-01 | 56.432789143042400 |
| 2024-03-01 | 56.151419759857000 |
| 2024-04-01 | 56.640749500803700 |
| 2024-05-01 | 56.550598977253100 |
| 2024-06-01 | 56.069021891569900 |
| 2024-07-01 | 56.571003632771800 |
| 2024-08-01 | 56.544969615138996 |
| 2024-09-01 | 56.035241435277700 |
| 2024-10-01 | 55.451206020027200 |
| 2024-11-01 | 56.694715879254800 |
| 2024-12-01 | 56.998170874138495 |
| 2025-01-01 | 56.751967722927800 |
| 2025-02-01 | 56.249975986549800 |
| 2025-03-01 | 56.444166429964895 |
| 2025-04-01 | 55.885895400286800 |
| 2025-05-01 | 55.590947545005400 |