Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056000001SA |
| 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 5:40 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 | 46.248640489601300 |
| 1990-02-01 | 46.273664976171290 |
| 1990-03-01 | 46.165673769259700 |
| 1990-04-01 | 45.327425462273800 |
| 1990-05-01 | 45.984645412917600 |
| 1990-06-01 | 46.524441065133200 |
| 1990-07-01 | 47.980102483064800 |
| 1990-08-01 | 47.242352607027290 |
| 1990-09-01 | 46.829643966169500 |
| 1990-10-01 | 47.119919292721900 |
| 1990-11-01 | 47.308654134643200 |
| 1990-12-01 | 47.455919630660800 |
| 1991-01-01 | 46.656856520886000 |
| 1991-02-01 | 46.875585094378610 |
| 1991-03-01 | 46.838138198486604 |
| 1991-04-01 | 47.251419070970300 |
| 1991-05-01 | 47.836742050017390 |
| 1991-06-01 | 47.645885826927700 |
| 1991-07-01 | 47.010311729873900 |
| 1991-08-01 | 46.808701066416205 |
| 1991-09-01 | 46.529739521064210 |
| 1991-10-01 | 46.007960124898100 |
| 1991-11-01 | 46.123474473696500 |
| 1991-12-01 | 46.241002117290300 |
| 1992-01-01 | 45.968211511625400 |
| 1992-02-01 | 45.652792601610300 |
| 1992-03-01 | 45.605401724946700 |
| 1992-04-01 | 45.428589915373706 |
| 1992-05-01 | 45.720044003888700 |
| 1992-06-01 | 45.322999065643610 |
| 1992-07-01 | 45.554383369080200 |
| 1992-08-01 | 45.438156357487294 |
| 1992-09-01 | 45.804924413175000 |
| 1992-10-01 | 45.728007815635800 |
| 1992-11-01 | 45.814511578256210 |
| 1992-12-01 | 45.477876139347494 |
| 1993-01-01 | 46.732028207455500 |
| 1993-02-01 | 46.989752966797400 |
| 1993-03-01 | 47.132940270451606 |
| 1993-04-01 | 47.833779590233895 |
| 1993-05-01 | 47.777575801569300 |
| 1993-06-01 | 47.967822640682790 |
| 1993-07-01 | 48.859021379124790 |
| 1993-08-01 | 49.420210072705900 |
| 1993-09-01 | 49.682872032730710 |
| 1993-10-01 | 50.618612692062400 |
| 1993-11-01 | 50.697232300878200 |
| 1993-12-01 | 50.776351270978790 |
| 1994-01-01 | 49.906190160947500 |
| 1994-02-01 | 49.940791550209205 |
| 1994-03-01 | 51.044857720436600 |
| 1994-04-01 | 51.281630696777896 |
| 1994-05-01 | 51.490383622404900 |
| 1994-06-01 | 51.514695065601800 |
| 1994-07-01 | 51.059027674996000 |
| 1994-08-01 | 50.680380552486604 |
| 1994-09-01 | 51.283770632875700 |
| 1994-10-01 | 51.094713095151900 |
| 1994-11-01 | 51.597718714188900 |
| 1994-12-01 | 51.826655403364400 |
| 1995-01-01 | 52.930220757545390 |
| 1995-02-01 | 53.176459626888710 |
| 1995-03-01 | 54.085577015019800 |
| 1995-04-01 | 52.190604774751996 |
| 1995-05-01 | 52.939499020892000 |
| 1995-06-01 | 53.396827252036104 |
| 1995-07-01 | 53.871922659241896 |
| 1995-08-01 | 54.126065302998110 |
| 1995-09-01 | 54.860248173456300 |
| 1995-10-01 | 55.268627092922100 |
| 1995-11-01 | 55.166715779740600 |
| 1995-12-01 | 55.018707169187700 |
| 1996-01-01 | 58.165009240285600 |
| 1996-02-01 | 56.244792907420100 |
| 1996-03-01 | 55.884219314519800 |
| 1996-04-01 | 56.003370875789100 |
| 1996-05-01 | 56.546086512278500 |
| 1996-06-01 | 57.440317167250210 |
| 1996-07-01 | 60.918841375028705 |
| 1996-08-01 | 61.934532861261000 |
| 1996-09-01 | 62.680629060262696 |
| 1996-10-01 | 63.494802477628500 |
| 1996-11-01 | 65.372573674120600 |
| 1996-12-01 | 65.199880869043300 |
| 1997-01-01 | 63.684854130776300 |
| 1997-02-01 | 62.663499904849100 |
| 1997-03-01 | 63.685695180779800 |
| 1997-04-01 | 64.463184001361200 |
| 1997-05-01 | 65.392171294963400 |
| 1997-06-01 | 65.817837040416600 |
| 1997-07-01 | 68.214258351047290 |
| 1997-08-01 | 67.161217813533800 |
| 1997-09-01 | 67.818136762074000 |
| 1997-10-01 | 65.750457185883800 |
| 1997-11-01 | 65.178052565389600 |
| 1997-12-01 | 65.269050663883600 |
| 1998-01-01 | 66.235932695143300 |
| 1998-02-01 | 67.510542633796700 |
| 1998-03-01 | 68.289663586072210 |
| 1998-04-01 | 67.205713033922100 |
| 1998-05-01 | 66.752819456100400 |
| 1998-06-01 | 66.654244042397300 |
| 1998-07-01 | 65.965356122617700 |
| 1998-08-01 | 66.305352168608210 |
| 1998-09-01 | 66.350277964909890 |
| 1998-10-01 | 66.439997465295900 |
| 1998-11-01 | 67.295294293671500 |
| 1998-12-01 | 67.207110417756800 |
| 1999-01-01 | 67.242853802597510 |
| 1999-02-01 | 67.005650822654400 |
| 1999-03-01 | 67.620734359008990 |
| 1999-04-01 | 68.113676731601800 |
| 1999-05-01 | 67.778145083046500 |
| 1999-06-01 | 67.673467479465400 |
| 1999-07-01 | 68.474494572076100 |
| 1999-08-01 | 67.785666687228800 |
| 1999-09-01 | 67.937962697914600 |
| 1999-10-01 | 69.122961876516500 |
| 1999-11-01 | 69.185712975221790 |
| 1999-12-01 | 69.788245215918210 |
| 2000-01-01 | 70.356504871575610 |
| 2000-02-01 | 70.216996981545300 |
| 2000-03-01 | 70.301853845810600 |
| 2000-04-01 | 72.077442377904800 |
| 2000-05-01 | 72.115002904102400 |
| 2000-06-01 | 72.039725811303090 |
| 2000-07-01 | 71.536910754721300 |
| 2000-08-01 | 70.449758470815100 |
| 2000-09-01 | 71.542362270842400 |
| 2000-10-01 | 71.169317230511800 |
| 2000-11-01 | 71.395414266766500 |
| 2000-12-01 | 70.087959816299600 |
| 2001-01-01 | 68.100367489078700 |
| 2001-02-01 | 67.131069350305400 |
| 2001-03-01 | 66.295977139596600 |
| 2001-04-01 | 64.067626278429390 |
| 2001-05-01 | 63.862012059761800 |
| 2001-06-01 | 63.210649483763895 |
| 2001-07-01 | 62.083658416228500 |
| 2001-08-01 | 61.268863758486205 |
| 2001-09-01 | 60.653139251383100 |
| 2001-10-01 | 59.818418456055900 |
| 2001-11-01 | 58.897716908870000 |
| 2001-12-01 | 58.785154361239904 |
| 2002-01-01 | 59.019847949924600 |
| 2002-02-01 | 58.330600676450790 |
| 2002-03-01 | 58.664764436299490 |
| 2002-04-01 | 57.197965009732100 |
| 2002-05-01 | 56.989734040425300 |
| 2002-06-01 | 56.498750914445400 |
| 2002-07-01 | 56.144819583755400 |
| 2002-08-01 | 55.930217845189300 |
| 2002-09-01 | 55.944077106570504 |
| 2002-10-01 | 55.540908605740700 |
| 2002-11-01 | 55.208271031024196 |
| 2002-12-01 | 55.103152254733000 |
| 2003-01-01 | 54.866598302511800 |
| 2003-02-01 | 54.559547244196700 |
| 2003-03-01 | 54.394629135599600 |
| 2003-04-01 | 54.439233349538796 |
| 2003-05-01 | 54.240930835554400 |
| 2003-06-01 | 54.535778922435505 |
| 2003-07-01 | 56.488335591015700 |
| 2003-08-01 | 56.072338048569900 |
| 2003-09-01 | 55.924195887015600 |
| 2003-10-01 | 55.990221679618600 |
| 2003-11-01 | 56.408006723546706 |
| 2003-12-01 | 56.192734875394110 |
| 2004-01-01 | 57.058168289992000 |
| 2004-02-01 | 57.598803259653600 |
| 2004-03-01 | 57.128269498761700 |
| 2004-04-01 | 58.909441139389706 |
| 2004-05-01 | 59.270824644840005 |
| 2004-06-01 | 59.069164384494705 |
| 2004-07-01 | 57.958918015608400 |
| 2004-08-01 | 57.964338662647490 |
| 2004-09-01 | 58.072453312999400 |
| 2004-10-01 | 58.959736386098100 |
| 2004-11-01 | 58.830275256472206 |
| 2004-12-01 | 58.905037400290100 |
| 2005-01-01 | 59.278216694838200 |
| 2005-02-01 | 59.782863282877800 |
| 2005-03-01 | 59.456761702312300 |
| 2005-04-01 | 59.474143568535100 |
| 2005-05-01 | 58.951319623674500 |
| 2005-06-01 | 58.200124557186000 |
| 2005-07-01 | 59.107642449448900 |
| 2005-08-01 | 59.479106645750704 |
| 2005-09-01 | 60.004583936763495 |
| 2005-10-01 | 59.603204892152704 |
| 2005-11-01 | 59.987933552573395 |
| 2005-12-01 | 60.664524631506396 |
| 2006-01-01 | 60.615809780888796 |
| 2006-02-01 | 61.043840197992400 |
| 2006-03-01 | 61.457070014794795 |
| 2006-04-01 | 61.281916592250900 |
| 2006-05-01 | 62.422461973486210 |
| 2006-06-01 | 62.863669308449495 |
| 2006-07-01 | 64.011366723587200 |
| 2006-08-01 | 63.217372943991800 |
| 2006-09-01 | 62.749018990458710 |
| 2006-10-01 | 62.368062116789595 |
| 2006-11-01 | 62.544844909995000 |
| 2006-12-01 | 62.830451121208500 |
| 2007-01-01 | 63.113227178742100 |
| 2007-02-01 | 63.133067840359790 |
| 2007-03-01 | 63.293336195551900 |
| 2007-04-01 | 62.940218450097504 |
| 2007-05-01 | 63.361965809110600 |
| 2007-06-01 | 62.979606209144400 |
| 2007-07-01 | 63.226907006883400 |
| 2007-08-01 | 63.334741756237000 |
| 2007-09-01 | 63.395029042323400 |
| 2007-10-01 | 64.234192456460700 |
| 2007-11-01 | 64.432080203881100 |
| 2007-12-01 | 64.396303678958600 |
| 2008-01-01 | 63.773724270329700 |
| 2008-02-01 | 63.532270925711400 |
| 2008-03-01 | 62.870254148767000 |
| 2008-04-01 | 62.222401484117200 |
| 2008-05-01 | 61.348232849336700 |
| 2008-06-01 | 61.282933888842790 |
| 2008-07-01 | 61.193218854817890 |
| 2008-08-01 | 60.331845123955496 |
| 2008-09-01 | 59.744092814224300 |
| 2008-10-01 | 58.724600412413594 |
| 2008-11-01 | 58.110997618295200 |
| 2008-12-01 | 57.015710603687296 |
| 2009-01-01 | 55.982435007475790 |
| 2009-02-01 | 54.212774104086900 |
| 2009-03-01 | 53.400990530150600 |
| 2009-04-01 | 53.073075992193004 |
| 2009-05-01 | 52.496304424731505 |
| 2009-06-01 | 52.941486218537400 |
| 2009-07-01 | 52.765191440436205 |
| 2009-08-01 | 52.771457380297605 |
| 2009-09-01 | 52.501986234475900 |
| 2009-10-01 | 52.487906382049600 |
| 2009-11-01 | 52.237762450895204 |
| 2009-12-01 | 52.627593819052294 |
| 2010-01-01 | 49.079280955281500 |
| 2010-02-01 | 49.320442320843300 |
| 2010-03-01 | 49.528288909125300 |
| 2010-04-01 | 50.412895883961200 |
| 2010-05-01 | 50.362292882093110 |
| 2010-06-01 | 50.576910214463000 |
| 2010-07-01 | 50.451654504474300 |
| 2010-08-01 | 50.519342639343606 |
| 2010-09-01 | 50.781770762599600 |
| 2010-10-01 | 50.724380728072006 |
| 2010-11-01 | 51.170111371692200 |
| 2010-12-01 | 50.891720101533200 |
| 2011-01-01 | 50.615070354563600 |
| 2011-02-01 | 50.729780145923700 |
| 2011-03-01 | 51.798389198569495 |
| 2011-04-01 | 52.210669946527500 |
| 2011-05-01 | 52.299106110455100 |
| 2011-06-01 | 52.397328204801504 |
| 2011-07-01 | 52.333244906216706 |
| 2011-08-01 | 52.310635364164700 |
| 2011-09-01 | 52.621444273327505 |
| 2011-10-01 | 53.268439024244394 |
| 2011-11-01 | 53.072877283465700 |
| 2011-12-01 | 53.196103275691100 |
| 2012-01-01 | 54.289044832631290 |
| 2012-02-01 | 53.928279352039496 |
| 2012-03-01 | 54.309133842874400 |
| 2012-04-01 | 54.473641755878700 |
| 2012-05-01 | 54.734707208777900 |
| 2012-06-01 | 54.563649315485000 |
| 2012-07-01 | 54.681073740120894 |
| 2012-08-01 | 55.268621242411200 |
| 2012-09-01 | 55.965017100505506 |
| 2012-10-01 | 56.917265792421500 |
| 2012-11-01 | 57.555738894570595 |
| 2012-12-01 | 58.159653664849900 |
| 2013-01-01 | 58.261706769851500 |
| 2013-02-01 | 58.199781056802394 |
| 2013-03-01 | 58.151107095404800 |
| 2013-04-01 | 58.005886244459600 |
| 2013-05-01 | 58.109062859994005 |
| 2013-06-01 | 57.356070489230206 |
| 2013-07-01 | 58.378005047983706 |
| 2013-08-01 | 58.680037059321800 |
| 2013-09-01 | 58.589125944885595 |
| 2013-10-01 | 58.244931324278900 |
| 2013-11-01 | 58.000056204474710 |
| 2013-12-01 | 57.415656316152600 |
| 2014-01-01 | 58.341034197587400 |
| 2014-02-01 | 58.979125818525800 |
| 2014-03-01 | 59.193417376615200 |
| 2014-04-01 | 59.537088028009500 |
| 2014-05-01 | 60.776620033047706 |
| 2014-06-01 | 60.054132032903794 |
| 2014-07-01 | 59.402319680325500 |
| 2014-08-01 | 60.042255039378990 |
| 2014-09-01 | 60.163109932743396 |
| 2014-10-01 | 60.025379571099606 |
| 2014-11-01 | 60.212595374007996 |
| 2014-12-01 | 60.651101891098500 |
| 2015-01-01 | 61.142128830076600 |
| 2015-02-01 | 61.321112044031900 |
| 2015-03-01 | 61.815930570277004 |
| 2015-04-01 | 62.924991669012500 |
| 2015-05-01 | 62.084521512926600 |
| 2015-06-01 | 61.757234336536600 |
| 2015-07-01 | 62.028027065734605 |
| 2015-08-01 | 61.971328041093800 |
| 2015-09-01 | 61.966649489336300 |
| 2015-10-01 | 62.461916878625200 |
| 2015-11-01 | 62.935442556713500 |
| 2015-12-01 | 63.276212887508706 |
| 2016-01-01 | 63.372310892844710 |
| 2016-02-01 | 63.391235962746110 |
| 2016-03-01 | 63.355817814947800 |
| 2016-04-01 | 64.561479701220210 |
| 2016-05-01 | 63.926960899460106 |
| 2016-06-01 | 64.544743492792700 |
| 2016-07-01 | 64.781076134181600 |
| 2016-08-01 | 65.087977843512900 |
| 2016-09-01 | 65.247775870942490 |
| 2016-10-01 | 65.408816669839800 |
| 2016-11-01 | 65.908075867869610 |
| 2016-12-01 | 65.655381063774600 |
| 2017-01-01 | 66.093206735027600 |
| 2017-02-01 | 66.493711843165400 |
| 2017-03-01 | 67.875783153640900 |
| 2017-04-01 | 66.435505336504790 |
| 2017-05-01 | 66.493912560862400 |
| 2017-06-01 | 66.638952057888000 |
| 2017-07-01 | 67.095179095856710 |
| 2017-08-01 | 66.669093476167500 |
| 2017-09-01 | 66.685213623019800 |
| 2017-10-01 | 66.989989199176590 |
| 2017-11-01 | 65.467994859902100 |
| 2017-12-01 | 65.601266572932400 |
| 2018-01-01 | 65.667771259430000 |
| 2018-02-01 | 65.805980231179700 |
| 2018-03-01 | 66.432927628861390 |
| 2018-04-01 | 66.400537319992510 |
| 2018-05-01 | 67.063122521361300 |
| 2018-06-01 | 66.711302157219600 |
| 2018-07-01 | 66.648848441629200 |
| 2018-08-01 | 67.216151081825100 |
| 2018-09-01 | 67.481185463389100 |
| 2018-10-01 | 67.025805426909600 |
| 2018-11-01 | 67.143924845671900 |
| 2018-12-01 | 67.810084163292900 |
| 2019-01-01 | 66.108833187777700 |
| 2019-02-01 | 65.299247709741790 |
| 2019-03-01 | 66.188420259026800 |
| 2019-04-01 | 66.446174613643700 |
| 2019-05-01 | 66.299570612048290 |
| 2019-06-01 | 67.098646258872010 |
| 2019-07-01 | 66.844193103793000 |
| 2019-08-01 | 67.494422079295200 |
| 2019-09-01 | 67.453509480937400 |
| 2019-10-01 | 67.628200508294300 |
| 2019-11-01 | 68.567145208711610 |
| 2019-12-01 | 69.019920366823700 |
| 2020-01-01 | 69.100806216872000 |
| 2020-02-01 | 69.037575693473800 |
| 2020-03-01 | 68.347971066419790 |
| 2020-04-01 | 56.795562119759595 |
| 2020-05-01 | 57.626468608334704 |
| 2020-06-01 | 58.679695738362895 |
| 2020-07-01 | 59.427740266048100 |
| 2020-08-01 | 59.437119787899400 |
| 2020-09-01 | 58.884477487312400 |
| 2020-10-01 | 60.912444007771505 |
| 2020-11-01 | 61.264361317846400 |
| 2020-12-01 | 61.701078761483600 |
| 2021-01-01 | 62.494165281395700 |
| 2021-02-01 | 62.847588833371300 |
| 2021-03-01 | 63.270014975718404 |
| 2021-04-01 | 63.897525253908400 |
| 2021-05-01 | 64.325927023727400 |
| 2021-06-01 | 63.555216610986300 |
| 2021-07-01 | 64.191057034886600 |
| 2021-08-01 | 64.346732431864400 |
| 2021-09-01 | 64.043111421219900 |
| 2021-10-01 | 65.891607440175290 |
| 2021-11-01 | 67.601554294015600 |
| 2021-12-01 | 66.263259888129500 |
| 2022-01-01 | 66.492731642177700 |
| 2022-02-01 | 66.627656626280400 |
| 2022-03-01 | 66.393345947866200 |
| 2022-04-01 | 65.875234092479100 |
| 2022-05-01 | 65.811621668047110 |
| 2022-06-01 | 65.673006551013800 |
| 2022-07-01 | 64.919444137982500 |
| 2022-08-01 | 64.859090696920000 |
| 2022-09-01 | 64.017359692988300 |
| 2022-10-01 | 63.875762124395900 |
| 2022-11-01 | 63.106970042460205 |
| 2022-12-01 | 63.007535953814795 |
| 2023-01-01 | 62.217910943731600 |
| 2023-02-01 | 62.351026864318290 |
| 2023-03-01 | 62.089559870635300 |
| 2023-04-01 | 62.800205684937495 |
| 2023-05-01 | 61.795437000803300 |
| 2023-06-01 | 61.266882070292900 |
| 2023-07-01 | 62.145792654341090 |
| 2023-08-01 | 61.941827454812600 |
| 2023-09-01 | 61.870793994792000 |
| 2023-10-01 | 61.514511554203700 |
| 2023-11-01 | 61.360218212662400 |
| 2023-12-01 | 61.234622736609400 |
| 2024-01-01 | 61.703688127650300 |
| 2024-02-01 | 61.237464105511900 |
| 2024-03-01 | 61.250482406946900 |
| 2024-04-01 | 61.132458508696295 |
| 2024-05-01 | 60.899288954363100 |
| 2024-06-01 | 60.403862742983290 |
| 2024-07-01 | 60.254989648655300 |
| 2024-08-01 | 60.309528832968400 |
| 2024-09-01 | 60.292739829852900 |
