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 2024-11-01 |
| 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 | 43.278018191326396 |
| 1990-02-01 | 43.215527598067000 |
| 1990-03-01 | 43.202673910785400 |
| 1990-04-01 | 42.591867666501100 |
| 1990-05-01 | 42.825137405960206 |
| 1990-06-01 | 43.373446517982500 |
| 1990-07-01 | 44.766979051223790 |
| 1990-08-01 | 43.965350218822000 |
| 1990-09-01 | 43.462561737946700 |
| 1990-10-01 | 43.646209982861500 |
| 1990-11-01 | 43.886590751498396 |
| 1990-12-01 | 44.002638570123700 |
| 1991-01-01 | 43.678105050690405 |
| 1991-02-01 | 43.727100341237400 |
| 1991-03-01 | 43.661096717540204 |
| 1991-04-01 | 44.204472360483600 |
| 1991-05-01 | 44.475410393128904 |
| 1991-06-01 | 44.406482918325395 |
| 1991-07-01 | 43.911890332134800 |
| 1991-08-01 | 43.624741245002500 |
| 1991-09-01 | 43.458473547885895 |
| 1991-10-01 | 42.637761313209400 |
| 1991-11-01 | 42.776493910598600 |
| 1991-12-01 | 42.877646617028496 |
| 1992-01-01 | 42.663905539839000 |
| 1992-02-01 | 42.415830371962200 |
| 1992-03-01 | 42.098628699083704 |
| 1992-04-01 | 42.153724068414796 |
| 1992-05-01 | 42.370706643923995 |
| 1992-06-01 | 42.109031842614100 |
| 1992-07-01 | 42.283496013303900 |
| 1992-08-01 | 42.063619839903900 |
| 1992-09-01 | 42.460219787738794 |
| 1992-10-01 | 42.451541239369995 |
| 1992-11-01 | 42.436212231260600 |
| 1992-12-01 | 41.907817251257000 |
| 1993-01-01 | 43.211703264816400 |
| 1993-02-01 | 43.351119998531890 |
| 1993-03-01 | 43.501107742735700 |
| 1993-04-01 | 44.347874284659100 |
| 1993-05-01 | 44.236564394223500 |
| 1993-06-01 | 44.374131475357295 |
| 1993-07-01 | 45.322604725783904 |
| 1993-08-01 | 46.053236491394300 |
| 1993-09-01 | 45.960605227212500 |
| 1993-10-01 | 47.026786789420500 |
| 1993-11-01 | 47.174791050914900 |
| 1993-12-01 | 47.204822566095400 |
| 1994-01-01 | 46.174108276639900 |
| 1994-02-01 | 46.424714521927800 |
| 1994-03-01 | 47.283434734985400 |
| 1994-04-01 | 47.480552574203394 |
| 1994-05-01 | 47.650879527696000 |
| 1994-06-01 | 47.649722918015200 |
| 1994-07-01 | 47.154146590532505 |
| 1994-08-01 | 46.829541037698710 |
| 1994-09-01 | 47.571332358514900 |
| 1994-10-01 | 47.290898096547900 |
| 1994-11-01 | 48.045566761716500 |
| 1994-12-01 | 48.278796807249800 |
| 1995-01-01 | 49.189861794744800 |
| 1995-02-01 | 49.560886304781600 |
| 1995-03-01 | 50.198398223892600 |
| 1995-04-01 | 48.694991382156710 |
| 1995-05-01 | 49.295042152513000 |
| 1995-06-01 | 49.749818331681900 |
| 1995-07-01 | 50.087598814163900 |
| 1995-08-01 | 50.279951533951596 |
| 1995-09-01 | 51.044797709122500 |
| 1995-10-01 | 51.547154223265900 |
| 1995-11-01 | 51.405062946622000 |
| 1995-12-01 | 51.309165028271800 |
| 1996-01-01 | 54.535201707457800 |
| 1996-02-01 | 52.513617759169904 |
| 1996-03-01 | 51.982923818570995 |
| 1996-04-01 | 52.089912243918505 |
| 1996-05-01 | 52.590529433925200 |
| 1996-06-01 | 53.410141773446000 |
| 1996-07-01 | 56.845555312672900 |
| 1996-08-01 | 57.799452788227704 |
| 1996-09-01 | 58.553353419968005 |
| 1996-10-01 | 59.466800546646205 |
| 1996-11-01 | 61.234117636490900 |
| 1996-12-01 | 61.425531491969500 |
| 1997-01-01 | 59.525985880712400 |
| 1997-02-01 | 58.489317406232200 |
| 1997-03-01 | 59.281689779660500 |
| 1997-04-01 | 60.420684225842294 |
| 1997-05-01 | 61.337806312239100 |
| 1997-06-01 | 61.804897026474200 |
| 1997-07-01 | 64.333766030011600 |
| 1997-08-01 | 63.427659269385000 |
| 1997-09-01 | 63.960934128487104 |
| 1997-10-01 | 61.910067919431000 |
| 1997-11-01 | 61.402053626169796 |
| 1997-12-01 | 61.596711665441504 |
| 1998-01-01 | 62.372402878204600 |
| 1998-02-01 | 63.713946660170400 |
| 1998-03-01 | 64.319978839672600 |
| 1998-04-01 | 63.441603042446700 |
| 1998-05-01 | 63.104301856559900 |
| 1998-06-01 | 62.838928536186100 |
| 1998-07-01 | 62.062393218075000 |
| 1998-08-01 | 62.487111842759106 |
| 1998-09-01 | 62.404088547736400 |
| 1998-10-01 | 62.518650266782500 |
| 1998-11-01 | 63.375686402506000 |
| 1998-12-01 | 63.407417042147294 |
| 1999-01-01 | 63.250925371816600 |
| 1999-02-01 | 63.084432112728200 |
| 1999-03-01 | 63.670335356667700 |
| 1999-04-01 | 64.238338507742800 |
| 1999-05-01 | 63.813656170835400 |
| 1999-06-01 | 63.857827111020800 |
| 1999-07-01 | 64.666003902448900 |
| 1999-08-01 | 63.890565322078400 |
| 1999-09-01 | 64.095702610931610 |
| 1999-10-01 | 65.135718271169990 |
| 1999-11-01 | 65.192027301455710 |
| 1999-12-01 | 65.832388726130900 |
| 2000-01-01 | 66.669450957865400 |
| 2000-02-01 | 66.498569249039290 |
| 2000-03-01 | 66.442311735861600 |
| 2000-04-01 | 67.911562670069290 |
| 2000-05-01 | 67.937627643121900 |
| 2000-06-01 | 67.809317033509600 |
| 2000-07-01 | 67.526888840243400 |
| 2000-08-01 | 66.496427251505210 |
| 2000-09-01 | 67.521030332560300 |
| 2000-10-01 | 67.215153558926900 |
| 2000-11-01 | 67.494553076858300 |
| 2000-12-01 | 66.082108810439510 |
| 2001-01-01 | 63.776509183091790 |
| 2001-02-01 | 62.797985883896500 |
| 2001-03-01 | 61.839383251072290 |
| 2001-04-01 | 59.914954372536600 |
| 2001-05-01 | 59.470873856004000 |
| 2001-06-01 | 58.977893266554600 |
| 2001-07-01 | 57.643097022081300 |
| 2001-08-01 | 56.854984851334400 |
| 2001-09-01 | 56.259692453641500 |
| 2001-10-01 | 55.589420512535300 |
| 2001-11-01 | 54.963235207011700 |
| 2001-12-01 | 54.659066907806505 |
| 2002-01-01 | 54.997773522069300 |
| 2002-02-01 | 54.321968874467295 |
| 2002-03-01 | 54.636624005147700 |
| 2002-04-01 | 53.258836038640100 |
| 2002-05-01 | 53.183088820882595 |
| 2002-06-01 | 52.578076952987296 |
| 2002-07-01 | 52.178970975311790 |
| 2002-08-01 | 52.013132729830396 |
| 2002-09-01 | 52.048673400861100 |
| 2002-10-01 | 51.424890341019000 |
| 2002-11-01 | 51.231200040961596 |
| 2002-12-01 | 51.164962682754094 |
| 2003-01-01 | 50.850748334783795 |
| 2003-02-01 | 50.474309740704406 |
| 2003-03-01 | 50.278444328719500 |
| 2003-04-01 | 50.406068149404710 |
| 2003-05-01 | 50.017873582462100 |
| 2003-06-01 | 50.453044729307790 |
| 2003-07-01 | 52.181967371404000 |
| 2003-08-01 | 51.756584404377390 |
| 2003-09-01 | 51.539278127965005 |
| 2003-10-01 | 51.697506016273900 |
| 2003-11-01 | 51.906199539725100 |
| 2003-12-01 | 51.642704904725290 |
| 2004-01-01 | 52.542922841683210 |
| 2004-02-01 | 53.134405778626395 |
| 2004-03-01 | 52.709909338338100 |
| 2004-04-01 | 54.664535797509700 |
| 2004-05-01 | 54.850559897331600 |
| 2004-06-01 | 54.836505828442300 |
| 2004-07-01 | 53.197884252902696 |
| 2004-08-01 | 53.440550203638296 |
| 2004-09-01 | 53.585070863573400 |
| 2004-10-01 | 54.478979615403500 |
| 2004-11-01 | 54.519394156324790 |
| 2004-12-01 | 54.655526068172705 |
| 2005-01-01 | 54.877403042359000 |
| 2005-02-01 | 55.326881542710300 |
| 2005-03-01 | 55.028283712474100 |
| 2005-04-01 | 55.005275995574800 |
| 2005-05-01 | 54.477727598982895 |
| 2005-06-01 | 53.786500968212394 |
| 2005-07-01 | 54.196439320951390 |
| 2005-08-01 | 54.943286390602104 |
| 2005-09-01 | 55.506113671147100 |
| 2005-10-01 | 55.128557720062894 |
| 2005-11-01 | 55.506287066151400 |
| 2005-12-01 | 56.028277706250705 |
| 2006-01-01 | 56.008373959485900 |
| 2006-02-01 | 56.380110784983900 |
| 2006-03-01 | 56.788821434998000 |
| 2006-04-01 | 56.590721878453100 |
| 2006-05-01 | 57.696264187878704 |
| 2006-06-01 | 58.274848266684800 |
| 2006-07-01 | 59.087608014601500 |
| 2006-08-01 | 58.671541721672000 |
| 2006-09-01 | 58.040630715661790 |
| 2006-10-01 | 57.597681208824700 |
| 2006-11-01 | 57.791841428431400 |
| 2006-12-01 | 58.013840804358500 |
| 2007-01-01 | 58.187013662626704 |
| 2007-02-01 | 58.154393488688500 |
| 2007-03-01 | 58.247308462682200 |
| 2007-04-01 | 58.152401786833200 |
| 2007-05-01 | 58.493314110736290 |
| 2007-06-01 | 58.178986192411790 |
| 2007-07-01 | 58.731071644323400 |
| 2007-08-01 | 58.489064407462600 |
| 2007-09-01 | 58.574709222317495 |
| 2007-10-01 | 59.374612935675600 |
| 2007-11-01 | 59.399615180582500 |
| 2007-12-01 | 59.371396007389790 |
| 2008-01-01 | 58.726593844252210 |
| 2008-02-01 | 58.650604348470296 |
| 2008-03-01 | 57.768643205547200 |
| 2008-04-01 | 57.134455002773400 |
| 2008-05-01 | 56.328227428590900 |
| 2008-06-01 | 56.273713294812296 |
| 2008-07-01 | 55.749579847639600 |
| 2008-08-01 | 55.092334264865510 |
| 2008-09-01 | 54.521083532392300 |
| 2008-10-01 | 53.462364849462600 |
| 2008-11-01 | 52.771798538181800 |
| 2008-12-01 | 51.785198455427505 |
| 2009-01-01 | 51.142575439207704 |
| 2009-02-01 | 49.406736093714600 |
| 2009-03-01 | 48.408043910399100 |
| 2009-04-01 | 48.321665048311900 |
| 2009-05-01 | 47.700150840248900 |
| 2009-06-01 | 48.001498267108900 |
| 2009-07-01 | 47.768717645715400 |
| 2009-08-01 | 48.010024985389000 |
| 2009-09-01 | 47.663211125353406 |
| 2009-10-01 | 47.707491755444200 |
| 2009-11-01 | 47.456886982753495 |
| 2009-12-01 | 47.864427644788705 |
| 2010-01-01 | 44.351296832629200 |
| 2010-02-01 | 44.497836334550705 |
| 2010-03-01 | 44.467013669682000 |
| 2010-04-01 | 45.688285734414904 |
| 2010-05-01 | 45.775905845849200 |
| 2010-06-01 | 46.043155538287710 |
| 2010-07-01 | 45.990071249943504 |
| 2010-08-01 | 46.034364110841395 |
| 2010-09-01 | 46.322152079728600 |
| 2010-10-01 | 46.316991733724700 |
| 2010-11-01 | 46.830415720286000 |
| 2010-12-01 | 46.697752668806100 |
| 2011-01-01 | 46.631653765542296 |
| 2011-02-01 | 46.835039962543000 |
| 2011-03-01 | 47.173649538776700 |
| 2011-04-01 | 47.722058050753900 |
| 2011-05-01 | 47.730017466278895 |
| 2011-06-01 | 47.874149996325100 |
| 2011-07-01 | 47.891469004348004 |
| 2011-08-01 | 47.801943202842000 |
| 2011-09-01 | 48.150154219388800 |
| 2011-10-01 | 48.738164815100500 |
| 2011-11-01 | 48.679517981410896 |
| 2011-12-01 | 48.677829028733800 |
| 2012-01-01 | 49.921482617957295 |
| 2012-02-01 | 49.525073445125200 |
| 2012-03-01 | 49.850802046654800 |
| 2012-04-01 | 49.897593575638300 |
| 2012-05-01 | 50.173482822929490 |
| 2012-06-01 | 50.045559433174700 |
| 2012-07-01 | 50.144108596434606 |
| 2012-08-01 | 50.837758799622900 |
| 2012-09-01 | 51.380611034356896 |
| 2012-10-01 | 52.159371405498106 |
| 2012-11-01 | 52.721138927775000 |
| 2012-12-01 | 53.231083845502006 |
| 2013-01-01 | 53.207838499238800 |
| 2013-02-01 | 53.193245688021000 |
| 2013-03-01 | 52.936785400013896 |
| 2013-04-01 | 53.031198901493900 |
| 2013-05-01 | 53.151647098447000 |
| 2013-06-01 | 52.326438339960900 |
| 2013-07-01 | 53.255880141908705 |
| 2013-08-01 | 53.532233282586695 |
| 2013-09-01 | 53.493545152474100 |
| 2013-10-01 | 53.263924412165295 |
| 2013-11-01 | 52.971891105782900 |
| 2013-12-01 | 52.496864255554800 |
| 2014-01-01 | 53.406305360696790 |
| 2014-02-01 | 53.894700175543700 |
| 2014-03-01 | 54.130040153416790 |
| 2014-04-01 | 54.341240221906500 |
| 2014-05-01 | 55.398872294226100 |
| 2014-06-01 | 54.805246251596400 |
| 2014-07-01 | 54.201088978642204 |
| 2014-08-01 | 54.782452327279900 |
| 2014-09-01 | 54.854534336808800 |
| 2014-10-01 | 54.827460006378200 |
| 2014-11-01 | 55.102898913367900 |
| 2014-12-01 | 55.431690527569710 |
| 2015-01-01 | 55.910201649342500 |
| 2015-02-01 | 56.070962507514800 |
| 2015-03-01 | 56.570808098704700 |
| 2015-04-01 | 57.510138695472000 |
| 2015-05-01 | 56.673675360169895 |
| 2015-06-01 | 56.391785129379100 |
| 2015-07-01 | 56.645842205296900 |
| 2015-08-01 | 56.602130468774995 |
| 2015-09-01 | 56.552395783264710 |
| 2015-10-01 | 56.959808985998790 |
| 2015-11-01 | 57.356269678267296 |
| 2015-12-01 | 57.638323199098700 |
| 2016-01-01 | 57.837197775070200 |
| 2016-02-01 | 57.866215645972600 |
| 2016-03-01 | 57.936107679348710 |
| 2016-04-01 | 59.026725547965896 |
| 2016-05-01 | 58.486697135356600 |
| 2016-06-01 | 59.064742441352394 |
| 2016-07-01 | 59.213190765031800 |
| 2016-08-01 | 59.416197971775800 |
| 2016-09-01 | 59.631751609636710 |
| 2016-10-01 | 59.712203199528600 |
| 2016-11-01 | 60.047108994296600 |
| 2016-12-01 | 59.695236460057600 |
| 2017-01-01 | 60.251486805147600 |
| 2017-02-01 | 60.567774778329900 |
| 2017-03-01 | 61.892951996291295 |
| 2017-04-01 | 60.492386227225296 |
| 2017-05-01 | 60.532704666296205 |
| 2017-06-01 | 60.656589528242100 |
| 2017-07-01 | 61.034845452305206 |
| 2017-08-01 | 60.586832386079700 |
| 2017-09-01 | 60.578104590902400 |
| 2017-10-01 | 60.909145575270900 |
| 2017-11-01 | 59.335356201358394 |
| 2017-12-01 | 59.325282813260790 |
| 2018-01-01 | 59.292155072133000 |
| 2018-02-01 | 59.459551619238300 |
| 2018-03-01 | 60.080146872197105 |
| 2018-04-01 | 60.063455511887895 |
| 2018-05-01 | 60.787706430058100 |
| 2018-06-01 | 60.324297875744800 |
| 2018-07-01 | 60.383823059750796 |
| 2018-08-01 | 61.024778570436105 |
| 2018-09-01 | 61.379424903975700 |
| 2018-10-01 | 60.760014675395700 |
| 2018-11-01 | 60.820753304918000 |
| 2018-12-01 | 61.327666777615796 |
| 2019-01-01 | 59.813107554689296 |
| 2019-02-01 | 59.038821957619400 |
| 2019-03-01 | 59.955906886687500 |
| 2019-04-01 | 60.232510914451200 |
| 2019-05-01 | 60.021469996023800 |
| 2019-06-01 | 60.808340196831395 |
| 2019-07-01 | 60.364831986952495 |
| 2019-08-01 | 60.891390273590900 |
| 2019-09-01 | 60.868297145134500 |
| 2019-10-01 | 61.080440878667005 |
| 2019-11-01 | 62.056910624638300 |
| 2019-12-01 | 62.447619744836200 |
| 2020-01-01 | 62.371716544962000 |
| 2020-02-01 | 62.268684375914795 |
| 2020-03-01 | 61.692080859272200 |
| 2020-04-01 | 50.894835703693700 |
| 2020-05-01 | 51.350843272985294 |
| 2020-06-01 | 52.373019176148300 |
| 2020-07-01 | 53.119474093076896 |
| 2020-08-01 | 53.232174765493300 |
| 2020-09-01 | 52.609895379973400 |
| 2020-10-01 | 54.592440376623400 |
| 2020-11-01 | 54.868392488368700 |
| 2020-12-01 | 55.378026152184000 |
| 2021-01-01 | 56.364164487679700 |
| 2021-02-01 | 56.677865598990900 |
| 2021-03-01 | 57.182219805629700 |
| 2021-04-01 | 57.598681046157500 |
| 2021-05-01 | 58.053450451322206 |
| 2021-06-01 | 57.242558329877600 |
| 2021-07-01 | 57.877562066229295 |
| 2021-08-01 | 57.932379774195100 |
| 2021-09-01 | 57.784496928707200 |
| 2021-10-01 | 59.514167847962600 |
| 2021-11-01 | 61.204958158147200 |
| 2021-12-01 | 59.748500812463206 |
| 2022-01-01 | 59.947202161598900 |
| 2022-02-01 | 60.055679126356710 |
| 2022-03-01 | 59.949136850085200 |
| 2022-04-01 | 59.355004912209800 |
| 2022-05-01 | 59.330330662444894 |
| 2022-06-01 | 59.350048150315400 |
| 2022-07-01 | 58.699397565277394 |
| 2022-08-01 | 58.647552410820000 |
| 2022-09-01 | 57.885862489258900 |
| 2022-10-01 | 57.773878967551500 |
| 2022-11-01 | 56.791567453262500 |
| 2022-12-01 | 56.711819524713300 |
| 2023-01-01 | 55.883540095948200 |
| 2023-02-01 | 55.877037812921100 |
| 2023-03-01 | 55.696560720160600 |
| 2023-04-01 | 56.244709771820600 |
| 2023-05-01 | 55.300962713863790 |
| 2023-06-01 | 54.629975210134200 |
| 2023-07-01 | 55.514766349176900 |
| 2023-08-01 | 55.339475299430504 |
| 2023-09-01 | 55.276881003957800 |
| 2023-10-01 | 54.806610977017790 |
| 2023-11-01 | 54.531311040781100 |
| 2023-12-01 | 54.345615242935600 |
| 2024-01-01 | 54.861934344118100 |
| 2024-02-01 | 54.561889013326300 |
| 2024-03-01 | 54.514332144348790 |
| 2024-04-01 | 54.545911111634204 |
| 2024-05-01 | 54.290353637162700 |
| 2024-06-01 | 53.857424390553100 |
| 2024-07-01 | 53.723750638954805 |
| 2024-08-01 | 53.816810219369400 |
| 2024-09-01 | 53.719014390006510 |
| 2024-10-01 | 52.546598673277800 |
| 2024-11-01 | 54.808188472582800 |
