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 2024-08-01 |
| Last Updated | 2024-09-21 7:10 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 | 43.277738185381600 |
| 1990-02-01 | 43.217377538122800 |
| 1990-03-01 | 43.206763199316900 |
| 1990-04-01 | 42.583295740082704 |
| 1990-05-01 | 42.829668410228294 |
| 1990-06-01 | 43.376394890927000 |
| 1990-07-01 | 44.768812373567900 |
| 1990-08-01 | 43.967165754905395 |
| 1990-09-01 | 43.466439662474200 |
| 1990-10-01 | 43.630782708184995 |
| 1990-11-01 | 43.888583920235995 |
| 1990-12-01 | 44.006433618884900 |
| 1991-01-01 | 43.673539704001705 |
| 1991-02-01 | 43.729905710311100 |
| 1991-03-01 | 43.665499440489704 |
| 1991-04-01 | 44.196507836850500 |
| 1991-05-01 | 44.479675559689400 |
| 1991-06-01 | 44.409284153457406 |
| 1991-07-01 | 43.913687890545305 |
| 1991-08-01 | 43.626598537615700 |
| 1991-09-01 | 43.462462945514204 |
| 1991-10-01 | 42.624566309472400 |
| 1991-11-01 | 42.778522672037600 |
| 1991-12-01 | 42.881630280333300 |
| 1992-01-01 | 42.655017992159400 |
| 1992-02-01 | 42.418790925402700 |
| 1992-03-01 | 42.102399672457500 |
| 1992-04-01 | 42.149386634792290 |
| 1992-05-01 | 42.373758422542600 |
| 1992-06-01 | 42.111180366850206 |
| 1992-07-01 | 42.285127458650706 |
| 1992-08-01 | 42.065572257010395 |
| 1992-09-01 | 42.464350687678795 |
| 1992-10-01 | 42.440580486916500 |
| 1992-11-01 | 42.438471857369500 |
| 1992-12-01 | 41.911719393543294 |
| 1993-01-01 | 43.198425612348790 |
| 1993-02-01 | 43.354172640417700 |
| 1993-03-01 | 43.504604351087890 |
| 1993-04-01 | 44.346593164099700 |
| 1993-05-01 | 44.238931077931400 |
| 1993-06-01 | 44.376373693046595 |
| 1993-07-01 | 45.323801806944196 |
| 1993-08-01 | 46.054827963215600 |
| 1993-09-01 | 45.964060637242300 |
| 1993-10-01 | 47.019361112796000 |
| 1993-11-01 | 47.176282934948100 |
| 1993-12-01 | 47.207949776125005 |
| 1994-01-01 | 46.159778644760100 |
| 1994-02-01 | 46.426784528706705 |
| 1994-03-01 | 47.286401134322794 |
| 1994-04-01 | 47.481968494150800 |
| 1994-05-01 | 47.652922139587400 |
| 1994-06-01 | 47.652002248368900 |
| 1994-07-01 | 47.154549337569600 |
| 1994-08-01 | 46.830388608203790 |
| 1994-09-01 | 47.573884511986996 |
| 1994-10-01 | 47.287056675235604 |
| 1994-11-01 | 48.046560577018205 |
| 1994-12-01 | 48.281261802062595 |
| 1995-01-01 | 49.175102554301100 |
| 1995-02-01 | 49.562725655591600 |
| 1995-03-01 | 50.201362436942100 |
| 1995-04-01 | 48.696994941035210 |
| 1995-05-01 | 49.297192328361400 |
| 1995-06-01 | 49.752513760390606 |
| 1995-07-01 | 50.087126396487000 |
| 1995-08-01 | 50.279758972888004 |
| 1995-09-01 | 51.045740449627000 |
| 1995-10-01 | 51.546634620611400 |
| 1995-11-01 | 51.404825124253996 |
| 1995-12-01 | 51.309970962553390 |
| 1996-01-01 | 54.524543600797800 |
| 1996-02-01 | 52.514232407951600 |
| 1996-03-01 | 51.985095730352300 |
| 1996-04-01 | 52.092355055935110 |
| 1996-05-01 | 52.592661706489494 |
| 1996-06-01 | 53.412646493598004 |
| 1996-07-01 | 56.844461637563704 |
| 1996-08-01 | 57.798775211081804 |
| 1996-09-01 | 58.553653252006900 |
| 1996-10-01 | 59.466308842161105 |
| 1996-11-01 | 61.233667280484300 |
| 1996-12-01 | 61.425209302977400 |
| 1997-01-01 | 59.520802923369104 |
| 1997-02-01 | 58.488948466074300 |
| 1997-03-01 | 59.283045174115800 |
| 1997-04-01 | 60.423326715262900 |
| 1997-05-01 | 61.339790787972206 |
| 1997-06-01 | 61.807283910675400 |
| 1997-07-01 | 64.332182418800000 |
| 1997-08-01 | 63.426669118322295 |
| 1997-09-01 | 63.960507806669504 |
| 1997-10-01 | 61.909638051370000 |
| 1997-11-01 | 61.401282377314500 |
| 1997-12-01 | 61.595548371859800 |
| 1998-01-01 | 62.373045018065400 |
| 1998-02-01 | 63.712516156586600 |
| 1998-03-01 | 64.320466187627500 |
| 1998-04-01 | 63.443482181004110 |
| 1998-05-01 | 63.105731550717400 |
| 1998-06-01 | 62.840364401469095 |
| 1998-07-01 | 62.061112962414210 |
| 1998-08-01 | 62.486257520789700 |
| 1998-09-01 | 62.403649852948700 |
| 1998-10-01 | 62.518200135791105 |
| 1998-11-01 | 63.375261480218400 |
| 1998-12-01 | 63.407024021311905 |
| 1999-01-01 | 63.251628118293105 |
| 1999-02-01 | 63.083868036875200 |
| 1999-03-01 | 63.670547530664610 |
| 1999-04-01 | 64.239386993216400 |
| 1999-05-01 | 63.814392171033106 |
| 1999-06-01 | 63.858523267248295 |
| 1999-07-01 | 64.665181107989400 |
| 1999-08-01 | 63.889993592321204 |
| 1999-09-01 | 64.095395414446200 |
| 1999-10-01 | 65.135418361283800 |
| 1999-11-01 | 65.191882510289000 |
| 1999-12-01 | 65.832431301642100 |
| 2000-01-01 | 66.669711316453700 |
| 2000-02-01 | 66.498415720301800 |
| 2000-03-01 | 66.442377098172000 |
| 2000-04-01 | 67.912234894901000 |
| 2000-05-01 | 67.937814859164200 |
| 2000-06-01 | 67.809388349312500 |
| 2000-07-01 | 67.526679964013700 |
| 2000-08-01 | 66.496190461651710 |
| 2000-09-01 | 67.520895597035600 |
| 2000-10-01 | 67.215018259342500 |
| 2000-11-01 | 67.494512194340400 |
| 2000-12-01 | 66.082158306012400 |
| 2001-01-01 | 63.776526149158290 |
| 2001-02-01 | 62.797992265233000 |
| 2001-03-01 | 61.839294403271296 |
| 2001-04-01 | 59.915335786065900 |
| 2001-05-01 | 59.470885473074700 |
| 2001-06-01 | 58.977887454473400 |
| 2001-07-01 | 57.643062291427200 |
| 2001-08-01 | 56.854888641892500 |
| 2001-09-01 | 56.259640884963700 |
| 2001-10-01 | 55.589389898952206 |
| 2001-11-01 | 54.963227130084200 |
| 2001-12-01 | 54.659095202893800 |
| 2002-01-01 | 54.997764929411105 |
| 2002-02-01 | 54.321950274331210 |
| 2002-03-01 | 54.636582672720790 |
| 2002-04-01 | 53.259040018333394 |
| 2002-05-01 | 53.183062489571000 |
| 2002-06-01 | 52.578053516109290 |
| 2002-07-01 | 52.178958619841500 |
| 2002-08-01 | 52.013089619332504 |
| 2002-09-01 | 52.048657414579900 |
| 2002-10-01 | 51.424882639503400 |
| 2002-11-01 | 51.231201437052796 |
| 2002-12-01 | 51.164981299933500 |
| 2003-01-01 | 50.850749062197500 |
| 2003-02-01 | 50.474308249087294 |
| 2003-03-01 | 50.278426399891700 |
| 2003-04-01 | 50.406144464068000 |
| 2003-05-01 | 50.017859882890300 |
| 2003-06-01 | 50.453024341134610 |
| 2003-07-01 | 52.181958605509500 |
| 2003-08-01 | 51.756564593569000 |
| 2003-09-01 | 51.539274683732200 |
| 2003-10-01 | 51.697510703921790 |
| 2003-11-01 | 51.906210335810900 |
| 2003-12-01 | 51.642716619366000 |
| 2004-01-01 | 52.542927502860400 |
| 2004-02-01 | 53.134413372632710 |
| 2004-03-01 | 52.709910228789700 |
| 2004-04-01 | 54.664498179438800 |
| 2004-05-01 | 54.850556052971704 |
| 2004-06-01 | 54.836484862480710 |
| 2004-07-01 | 53.197876637015300 |
| 2004-08-01 | 53.440559357364500 |
| 2004-09-01 | 53.585100648391200 |
| 2004-10-01 | 54.479025121482200 |
| 2004-11-01 | 54.519432224419496 |
| 2004-12-01 | 54.655528692302800 |
| 2005-01-01 | 54.877385576363600 |
| 2005-02-01 | 55.326856171947405 |
| 2005-03-01 | 55.028262219124790 |
| 2005-04-01 | 55.005170580489995 |
| 2005-05-01 | 54.477701452651200 |
| 2005-06-01 | 53.786472773913005 |
| 2005-07-01 | 54.196435804622900 |
| 2005-08-01 | 54.943334780693400 |
| 2005-09-01 | 55.506212005709600 |
| 2005-10-01 | 55.128687963028796 |
| 2005-11-01 | 55.506407268575000 |
| 2005-12-01 | 56.028340812510000 |
| 2006-01-01 | 56.008189436018110 |
| 2006-02-01 | 56.379952990336896 |
| 2006-03-01 | 56.788792689105500 |
| 2006-04-01 | 56.590562105838610 |
| 2006-05-01 | 57.696208016886610 |
| 2006-06-01 | 58.274774521898610 |
| 2006-07-01 | 59.087591212012300 |
| 2006-08-01 | 58.671679138737105 |
| 2006-09-01 | 58.040810680923200 |
| 2006-10-01 | 57.597932751563604 |
| 2006-11-01 | 57.792154651843400 |
| 2006-12-01 | 58.014200664999100 |
| 2007-01-01 | 58.186377847032205 |
| 2007-02-01 | 58.153960117958200 |
| 2007-03-01 | 58.247287560179004 |
| 2007-04-01 | 58.152159763360100 |
| 2007-05-01 | 58.493219225463704 |
| 2007-06-01 | 58.178894594489900 |
| 2007-07-01 | 58.731069563215000 |
| 2007-08-01 | 58.489299534022400 |
| 2007-09-01 | 58.574984262637610 |
| 2007-10-01 | 59.375010827292300 |
| 2007-11-01 | 59.400144834762900 |
| 2007-12-01 | 59.372068445830900 |
| 2008-01-01 | 58.725491357847700 |
| 2008-02-01 | 58.649868128588295 |
| 2008-03-01 | 57.768605511416290 |
| 2008-04-01 | 57.134151146100210 |
| 2008-05-01 | 56.328114648072800 |
| 2008-06-01 | 56.273616864488204 |
| 2008-07-01 | 55.749605036035900 |
| 2008-08-01 | 55.092644552128800 |
| 2008-09-01 | 54.521405378107005 |
| 2008-10-01 | 53.462814419625500 |
| 2008-11-01 | 52.772426594439400 |
| 2008-12-01 | 51.786024214893600 |
| 2009-01-01 | 51.141255683279400 |
| 2009-02-01 | 49.405950103559100 |
| 2009-03-01 | 48.407972596177000 |
| 2009-04-01 | 48.321371924207200 |
| 2009-05-01 | 47.700041088828900 |
| 2009-06-01 | 48.001446075012595 |
| 2009-07-01 | 47.768796330615500 |
| 2009-08-01 | 48.010328525636900 |
| 2009-09-01 | 47.663521134072894 |
| 2009-10-01 | 47.707915042182290 |
| 2009-11-01 | 47.457474009834300 |
| 2009-12-01 | 47.865255936750200 |
| 2010-01-01 | 44.350049141730300 |
| 2010-02-01 | 44.497103391516700 |
| 2010-03-01 | 44.466921843078600 |
| 2010-04-01 | 45.688015799604800 |
| 2010-05-01 | 45.775820377116300 |
| 2010-06-01 | 46.043132941050000 |
| 2010-07-01 | 45.990184241192890 |
| 2010-08-01 | 46.034654308227500 |
| 2010-09-01 | 46.322422274149200 |
| 2010-10-01 | 46.317344085101006 |
| 2010-11-01 | 46.830936566731500 |
| 2010-12-01 | 46.698546109974300 |
| 2011-01-01 | 46.630370927266290 |
| 2011-02-01 | 46.834363212081390 |
| 2011-03-01 | 47.173551197101000 |
| 2011-04-01 | 47.721826444741495 |
| 2011-05-01 | 47.729961811532200 |
| 2011-06-01 | 47.874175665580300 |
| 2011-07-01 | 47.891654310736000 |
| 2011-08-01 | 47.802180651808996 |
| 2011-09-01 | 48.150375592538204 |
| 2011-10-01 | 48.738423844089006 |
| 2011-11-01 | 48.679862458039210 |
| 2011-12-01 | 48.678389567825390 |
| 2012-01-01 | 49.920437731244796 |
| 2012-02-01 | 49.524563277122795 |
| 2012-03-01 | 49.850693626033600 |
| 2012-04-01 | 49.897522320175000 |
| 2012-05-01 | 50.173477753384200 |
| 2012-06-01 | 50.045620481773300 |
| 2012-07-01 | 50.144333401890500 |
| 2012-08-01 | 50.837930398422300 |
| 2012-09-01 | 51.380765476917200 |
| 2012-10-01 | 52.159491863320290 |
| 2012-11-01 | 52.721256434127700 |
| 2012-12-01 | 53.231332075748796 |
| 2013-01-01 | 53.207082373017400 |
| 2013-02-01 | 53.192910159195300 |
| 2013-03-01 | 52.936624484124700 |
| 2013-04-01 | 53.031612761099396 |
| 2013-05-01 | 53.151608059113400 |
| 2013-06-01 | 52.326497964580500 |
| 2013-07-01 | 53.256153803053600 |
| 2013-08-01 | 53.532328323602290 |
| 2013-09-01 | 53.493616869426205 |
| 2013-10-01 | 53.263931688903000 |
| 2013-11-01 | 52.971847652874200 |
| 2013-12-01 | 52.496471057463296 |
| 2014-01-01 | 53.405946566610100 |
| 2014-02-01 | 53.894532391877500 |
| 2014-03-01 | 54.129937519732710 |
| 2014-04-01 | 54.342152440911100 |
| 2014-05-01 | 55.398831239032795 |
| 2014-06-01 | 54.805282752400100 |
| 2014-07-01 | 54.201331536404400 |
| 2014-08-01 | 54.782545328123600 |
| 2014-09-01 | 54.854602431343790 |
| 2014-10-01 | 54.827141721609200 |
| 2014-11-01 | 55.102860208800706 |
| 2014-12-01 | 55.430809164329500 |
| 2015-01-01 | 55.910016876939900 |
| 2015-02-01 | 56.070875122115204 |
| 2015-03-01 | 56.570833896420794 |
| 2015-04-01 | 57.511532152691096 |
| 2015-05-01 | 56.673626720008900 |
| 2015-06-01 | 56.391806650593200 |
| 2015-07-01 | 56.646057138848896 |
| 2015-08-01 | 56.602172420075100 |
| 2015-09-01 | 56.552549101070994 |
| 2015-10-01 | 56.959166880115300 |
| 2015-11-01 | 57.356327243322895 |
| 2015-12-01 | 57.636795951387704 |
| 2016-01-01 | 57.837271138553604 |
| 2016-02-01 | 57.866309386819710 |
| 2016-03-01 | 57.936334036573500 |
| 2016-04-01 | 59.028282109027200 |
| 2016-05-01 | 58.486779430737600 |
| 2016-06-01 | 59.064816557791005 |
| 2016-07-01 | 59.213265531308700 |
| 2016-08-01 | 59.416072158520300 |
| 2016-09-01 | 59.631899072545200 |
| 2016-10-01 | 59.711148853173290 |
| 2016-11-01 | 60.047292131563900 |
| 2016-12-01 | 59.693547914823400 |
| 2017-01-01 | 60.251741273377000 |
| 2017-02-01 | 60.568084603218004 |
| 2017-03-01 | 61.893496869162900 |
| 2017-04-01 | 60.493912248016300 |
| 2017-05-01 | 60.532890494990100 |
| 2017-06-01 | 60.656762626930195 |
| 2017-07-01 | 61.034823813777800 |
| 2017-08-01 | 60.586543718404100 |
| 2017-09-01 | 60.577217959541500 |
| 2017-10-01 | 60.908213708868700 |
| 2017-11-01 | 59.335897049958604 |
| 2017-12-01 | 59.323750261384200 |
| 2018-01-01 | 59.292657504028600 |
| 2018-02-01 | 59.460095946622400 |
| 2018-03-01 | 60.081015106495100 |
| 2018-04-01 | 60.064541453944700 |
| 2018-05-01 | 60.787821296853100 |
| 2018-06-01 | 60.325201241106210 |
| 2018-07-01 | 60.383720250027400 |
| 2018-08-01 | 61.024646812322600 |
| 2018-09-01 | 61.375055067714605 |
| 2018-10-01 | 60.758964238621700 |
| 2018-11-01 | 60.823656435837000 |
| 2018-12-01 | 61.326051064383790 |
| 2019-01-01 | 59.813479414884796 |
| 2019-02-01 | 59.039992567934600 |
| 2019-03-01 | 59.958067068567495 |
| 2019-04-01 | 60.234370654543600 |
| 2019-05-01 | 60.022642425126200 |
| 2019-06-01 | 60.810306606525096 |
| 2019-07-01 | 60.363356828886005 |
| 2019-08-01 | 60.888507948061400 |
| 2019-09-01 | 60.857293329254000 |
| 2019-10-01 | 61.077503152565406 |
| 2019-11-01 | 62.062206278370500 |
| 2019-12-01 | 62.447709611325905 |
| 2020-01-01 | 62.374592936814600 |
| 2020-02-01 | 62.273360049777900 |
| 2020-03-01 | 61.698321711711905 |
| 2020-04-01 | 50.900072578955100 |
| 2020-05-01 | 51.354546430195210 |
| 2020-06-01 | 52.375390092994000 |
| 2020-07-01 | 53.113773132802200 |
| 2020-08-01 | 53.221262333552104 |
| 2020-09-01 | 52.588972656152110 |
| 2020-10-01 | 54.583739343093300 |
| 2020-11-01 | 54.874764982037200 |
| 2020-12-01 | 55.382890903703206 |
| 2021-01-01 | 56.373729968858700 |
| 2021-02-01 | 56.690326760360000 |
| 2021-03-01 | 57.197555392070000 |
| 2021-04-01 | 57.615235257283400 |
| 2021-05-01 | 58.064593071164210 |
| 2021-06-01 | 57.245601806978996 |
| 2021-07-01 | 57.865329889532100 |
| 2021-08-01 | 57.900620688849294 |
| 2021-09-01 | 57.728611512798700 |
| 2021-10-01 | 59.482159423522700 |
| 2021-11-01 | 61.223981478644700 |
| 2021-12-01 | 59.772227892498210 |
| 2022-01-01 | 59.971786568190900 |
| 2022-02-01 | 60.083408843552505 |
| 2022-03-01 | 59.981798552266795 |
| 2022-04-01 | 59.388969210454206 |
| 2022-05-01 | 59.351789390563496 |
| 2022-06-01 | 59.352554962471600 |
| 2022-07-01 | 58.678334855695894 |
| 2022-08-01 | 58.589705620936300 |
| 2022-09-01 | 57.790911203747996 |
| 2022-10-01 | 57.688242113140600 |
| 2022-11-01 | 56.839303387339896 |
| 2022-12-01 | 56.756477318513300 |
| 2023-01-01 | 55.922779715665290 |
| 2023-02-01 | 55.919100444499210 |
| 2023-03-01 | 55.745341261485700 |
| 2023-04-01 | 56.294339482555294 |
| 2023-05-01 | 55.331167040344300 |
| 2023-06-01 | 54.631900182594900 |
| 2023-07-01 | 55.488293572403705 |
| 2023-08-01 | 55.260688919114706 |
| 2023-09-01 | 55.147238949092290 |
| 2023-10-01 | 54.662725314802890 |
| 2023-11-01 | 54.609976995488700 |
| 2023-12-01 | 54.412382126314400 |
| 2024-01-01 | 54.916730514143800 |
| 2024-02-01 | 54.618129230839390 |
| 2024-03-01 | 54.578177764097700 |
| 2024-04-01 | 54.608281628395990 |
| 2024-05-01 | 54.327960964493200 |
| 2024-06-01 | 53.858088288892000 |
| 2024-07-01 | 53.691918751848000 |
| 2024-08-01 | 53.821664592513200 |
