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 2024-08-01 |
| Last Updated | 2024-09-21 6:01 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 | 46.248640938054800 |
| 1990-02-01 | 46.273664914057996 |
| 1990-03-01 | 46.165674034682105 |
| 1990-04-01 | 45.327423088511900 |
| 1990-05-01 | 45.984646753101394 |
| 1990-06-01 | 46.524440980482595 |
| 1990-07-01 | 47.980101905343700 |
| 1990-08-01 | 47.242351952787800 |
| 1990-09-01 | 46.829643410952210 |
| 1990-10-01 | 47.119918746358500 |
| 1990-11-01 | 47.308653657035510 |
| 1990-12-01 | 47.455922507565900 |
| 1991-01-01 | 46.656858594901706 |
| 1991-02-01 | 46.875584239755604 |
| 1991-03-01 | 46.838138291471790 |
| 1991-04-01 | 47.251416380378400 |
| 1991-05-01 | 47.836742608974200 |
| 1991-06-01 | 47.645885276459210 |
| 1991-07-01 | 47.010311153908205 |
| 1991-08-01 | 46.808700812726500 |
| 1991-09-01 | 46.529739471967600 |
| 1991-10-01 | 46.007960069191600 |
| 1991-11-01 | 46.123474650938704 |
| 1991-12-01 | 46.241005319970895 |
| 1992-01-01 | 45.968215363338395 |
| 1992-02-01 | 45.652790371243110 |
| 1992-03-01 | 45.605401614532400 |
| 1992-04-01 | 45.428586083599500 |
| 1992-05-01 | 45.720041739562700 |
| 1992-06-01 | 45.322997288334600 |
| 1992-07-01 | 45.554383157559390 |
| 1992-08-01 | 45.438157450291000 |
| 1992-09-01 | 45.804926133534790 |
| 1992-10-01 | 45.728009185583890 |
| 1992-11-01 | 45.814512638751790 |
| 1992-12-01 | 45.477879148404000 |
| 1993-01-01 | 46.732037903993100 |
| 1993-02-01 | 46.989747741563995 |
| 1993-03-01 | 47.132938750775395 |
| 1993-04-01 | 47.833772814919996 |
| 1993-05-01 | 47.777567067655404 |
| 1993-06-01 | 47.967811864856500 |
| 1993-07-01 | 48.859028984695904 |
| 1993-08-01 | 49.420216298943004 |
| 1993-09-01 | 49.682876950111200 |
| 1993-10-01 | 50.618616343434600 |
| 1993-11-01 | 50.697234829866300 |
| 1993-12-01 | 50.776354736250000 |
| 1994-01-01 | 49.906204136562300 |
| 1994-02-01 | 49.940783686283204 |
| 1994-03-01 | 51.044853577296294 |
| 1994-04-01 | 51.281619174942400 |
| 1994-05-01 | 51.490366158155204 |
| 1994-06-01 | 51.514673010259100 |
| 1994-07-01 | 51.059046951879395 |
| 1994-08-01 | 50.680392270538505 |
| 1994-09-01 | 51.283778962326500 |
| 1994-10-01 | 51.094719518586295 |
| 1994-11-01 | 51.597722591065600 |
| 1994-12-01 | 51.826658230920710 |
| 1995-01-01 | 52.930238883127295 |
| 1995-02-01 | 53.176448979811500 |
| 1995-03-01 | 54.085569305821800 |
| 1995-04-01 | 52.190588633932705 |
| 1995-05-01 | 52.939474133066994 |
| 1995-06-01 | 53.396794268607700 |
| 1995-07-01 | 53.871955210350100 |
| 1995-08-01 | 54.126083446104495 |
| 1995-09-01 | 54.860259967418610 |
| 1995-10-01 | 55.268636310997900 |
| 1995-11-01 | 55.166720986705800 |
| 1995-12-01 | 55.018709781541794 |
| 1996-01-01 | 58.165025607963900 |
| 1996-02-01 | 56.244781673061700 |
| 1996-03-01 | 55.884209245133200 |
| 1996-04-01 | 56.003350727540500 |
| 1996-05-01 | 56.546057492044300 |
| 1996-06-01 | 57.440280619696800 |
| 1996-07-01 | 60.918882945028490 |
| 1996-08-01 | 61.934555258684400 |
| 1996-09-01 | 62.680643848652600 |
| 1996-10-01 | 63.494814429619890 |
| 1996-11-01 | 65.372579790552210 |
| 1996-12-01 | 65.199882373153100 |
| 1997-01-01 | 63.684869087490700 |
| 1997-02-01 | 62.663488832291100 |
| 1997-03-01 | 63.685682056550505 |
| 1997-04-01 | 64.463160188592400 |
| 1997-05-01 | 65.392140820812400 |
| 1997-06-01 | 65.817797072885800 |
| 1997-07-01 | 68.214305467074500 |
| 1997-08-01 | 67.161241941274300 |
| 1997-09-01 | 67.818151452001800 |
| 1997-10-01 | 65.750468242794400 |
| 1997-11-01 | 65.178058037133300 |
| 1997-12-01 | 65.269051400899200 |
| 1998-01-01 | 66.235939818067000 |
| 1998-02-01 | 67.510535037636400 |
| 1998-03-01 | 68.289650230451300 |
| 1998-04-01 | 67.205690516620000 |
| 1998-05-01 | 66.752797257309200 |
| 1998-06-01 | 66.654216387998900 |
| 1998-07-01 | 65.965391628909290 |
| 1998-08-01 | 66.305370066154900 |
| 1998-09-01 | 66.350288606793000 |
| 1998-10-01 | 66.440006090251800 |
| 1998-11-01 | 67.295298709504600 |
| 1998-12-01 | 67.207110366851210 |
| 1999-01-01 | 67.242856194157000 |
| 1999-02-01 | 67.005646898711500 |
| 1999-03-01 | 67.620723356326000 |
| 1999-04-01 | 68.113658036810700 |
| 1999-05-01 | 67.778133233946800 |
| 1999-06-01 | 67.673453488796300 |
| 1999-07-01 | 68.474516611532890 |
| 1999-08-01 | 67.785678616616410 |
| 1999-09-01 | 67.937969625706500 |
| 1999-10-01 | 69.122967388826510 |
| 1999-11-01 | 69.185716350081390 |
| 1999-12-01 | 69.788245234694300 |
| 2000-01-01 | 70.356502774082100 |
| 2000-02-01 | 70.216995841969210 |
| 2000-03-01 | 70.301846344331710 |
| 2000-04-01 | 72.077428139023410 |
| 2000-05-01 | 72.114999256328000 |
| 2000-06-01 | 72.039724794789410 |
| 2000-07-01 | 71.536918091007410 |
| 2000-08-01 | 70.449764103216900 |
| 2000-09-01 | 71.542366207593500 |
| 2000-10-01 | 71.169320217266700 |
| 2000-11-01 | 71.395416368671900 |
| 2000-12-01 | 70.087959629301500 |
| 2001-01-01 | 68.100367135086400 |
| 2001-02-01 | 67.131069359812700 |
| 2001-03-01 | 66.295972535142500 |
| 2001-04-01 | 64.067617483098900 |
| 2001-05-01 | 63.862012495324790 |
| 2001-06-01 | 63.210650556199800 |
| 2001-07-01 | 62.083660161333600 |
| 2001-08-01 | 61.268866721926095 |
| 2001-09-01 | 60.653140897934000 |
| 2001-10-01 | 59.818419234139995 |
| 2001-11-01 | 58.897717996810705 |
| 2001-12-01 | 58.785154333286705 |
| 2002-01-01 | 59.019847992371105 |
| 2002-02-01 | 58.330600997904700 |
| 2002-03-01 | 58.664761844722904 |
| 2002-04-01 | 57.197960164149800 |
| 2002-05-01 | 56.989734923473904 |
| 2002-06-01 | 56.498751812186605 |
| 2002-07-01 | 56.144820437634294 |
| 2002-08-01 | 55.930219181182300 |
| 2002-09-01 | 55.944077677821290 |
| 2002-10-01 | 55.540908816532500 |
| 2002-11-01 | 55.208271700594300 |
| 2002-12-01 | 55.103152324589200 |
| 2003-01-01 | 54.866598418457790 |
| 2003-02-01 | 54.559547424746704 |
| 2003-03-01 | 54.394627617378400 |
| 2003-04-01 | 54.439230842182894 |
| 2003-05-01 | 54.240931280467800 |
| 2003-06-01 | 54.535779458619200 |
| 2003-07-01 | 56.488336142237210 |
| 2003-08-01 | 56.072338837857295 |
| 2003-09-01 | 55.924196277074200 |
| 2003-10-01 | 55.990221740488800 |
| 2003-11-01 | 56.408007030576705 |
| 2003-12-01 | 56.192734868003600 |
| 2004-01-01 | 57.058168195629996 |
| 2004-02-01 | 57.598802999291400 |
| 2004-03-01 | 57.128268721092900 |
| 2004-04-01 | 58.909440618431304 |
| 2004-05-01 | 59.270824629477610 |
| 2004-06-01 | 59.069164688704994 |
| 2004-07-01 | 57.958918416741800 |
| 2004-08-01 | 57.964338968922206 |
| 2004-09-01 | 58.072453477564600 |
| 2004-10-01 | 58.959736264078100 |
| 2004-11-01 | 58.830275183041000 |
| 2004-12-01 | 58.905037327707600 |
| 2005-01-01 | 59.278216632512500 |
| 2005-02-01 | 59.782863192015895 |
| 2005-03-01 | 59.456761331601500 |
| 2005-04-01 | 59.474143783154900 |
| 2005-05-01 | 58.951319810585005 |
| 2005-06-01 | 58.200124835366200 |
| 2005-07-01 | 59.107642667012996 |
| 2005-08-01 | 59.479106669498300 |
| 2005-09-01 | 60.004583742165700 |
| 2005-10-01 | 59.603204379088000 |
| 2005-11-01 | 59.987933185976495 |
| 2005-12-01 | 60.664524475545600 |
| 2006-01-01 | 60.615809909555594 |
| 2006-02-01 | 61.043840537895605 |
| 2006-03-01 | 61.457069931610000 |
| 2006-04-01 | 61.281917353000495 |
| 2006-05-01 | 62.422462320354500 |
| 2006-06-01 | 62.863669729606706 |
| 2006-07-01 | 64.011366894833000 |
| 2006-08-01 | 63.217372684403800 |
| 2006-09-01 | 62.749018344440000 |
| 2006-10-01 | 62.368061026183900 |
| 2006-11-01 | 62.544843852415895 |
| 2006-12-01 | 62.830450084871700 |
| 2007-01-01 | 63.113228650438610 |
| 2007-02-01 | 63.133069186080206 |
| 2007-03-01 | 63.293336399477700 |
| 2007-04-01 | 62.940219677024710 |
| 2007-05-01 | 63.361966256636200 |
| 2007-06-01 | 62.979606683263796 |
| 2007-07-01 | 63.226907048726700 |
| 2007-08-01 | 63.334741109852890 |
| 2007-09-01 | 63.395027830838200 |
| 2007-10-01 | 64.234190673449600 |
| 2007-11-01 | 64.432078121684400 |
| 2007-12-01 | 64.396301226208300 |
| 2008-01-01 | 63.773728332090400 |
| 2008-02-01 | 63.532273827123100 |
| 2008-03-01 | 62.870254308282604 |
| 2008-04-01 | 62.222402913852900 |
| 2008-05-01 | 61.348233290640295 |
| 2008-06-01 | 61.282934292130800 |
| 2008-07-01 | 61.193218661330000 |
| 2008-08-01 | 60.331844125854700 |
| 2008-09-01 | 59.744091204124790 |
| 2008-10-01 | 58.724598234748110 |
| 2008-11-01 | 58.110994851778790 |
| 2008-12-01 | 57.015707097372000 |
| 2009-01-01 | 55.982441347955890 |
| 2009-02-01 | 54.212777644028705 |
| 2009-03-01 | 53.400990696296795 |
| 2009-04-01 | 53.073077096565100 |
| 2009-05-01 | 52.496304782322400 |
| 2009-06-01 | 52.941486384394600 |
| 2009-07-01 | 52.765191006731904 |
| 2009-08-01 | 52.771456246948600 |
| 2009-09-01 | 52.501984552249900 |
| 2009-10-01 | 52.487904165254200 |
| 2009-11-01 | 52.237759563823790 |
| 2009-12-01 | 52.627590097210100 |
| 2010-01-01 | 49.079288086875400 |
| 2010-02-01 | 49.320446039155400 |
| 2010-03-01 | 49.528288850729396 |
| 2010-04-01 | 50.412896638700500 |
| 2010-05-01 | 50.362293000650610 |
| 2010-06-01 | 50.576910540008300 |
| 2010-07-01 | 50.451653842175700 |
| 2010-08-01 | 50.519341435990896 |
| 2010-09-01 | 50.781769158325204 |
| 2010-10-01 | 50.724378750073300 |
| 2010-11-01 | 51.170108762607100 |
| 2010-12-01 | 50.891716245905200 |
| 2011-01-01 | 50.615078431682605 |
| 2011-02-01 | 50.729783688224295 |
| 2011-03-01 | 51.798388842902000 |
| 2011-04-01 | 52.210669805955604 |
| 2011-05-01 | 52.299106501108895 |
| 2011-06-01 | 52.397328282685900 |
| 2011-07-01 | 52.333244566856790 |
| 2011-08-01 | 52.310634110253400 |
| 2011-09-01 | 52.621442859361200 |
| 2011-10-01 | 53.268437512921710 |
| 2011-11-01 | 53.072875445130500 |
| 2011-12-01 | 53.196099934492395 |
| 2012-01-01 | 54.289052686262800 |
| 2012-02-01 | 53.928282184446200 |
| 2012-03-01 | 54.309132756042395 |
| 2012-04-01 | 54.473639659751704 |
| 2012-05-01 | 54.734708182634110 |
| 2012-06-01 | 54.563649934719706 |
| 2012-07-01 | 54.681074634292400 |
| 2012-08-01 | 55.268620287910790 |
| 2012-09-01 | 55.965015502401506 |
| 2012-10-01 | 56.917264335904600 |
| 2012-11-01 | 57.555737843205390 |
| 2012-12-01 | 58.159651010771704 |
| 2013-01-01 | 58.261713482619110 |
| 2013-02-01 | 58.199783656282210 |
| 2013-03-01 | 58.151107286903600 |
| 2013-04-01 | 58.005875491562800 |
| 2013-05-01 | 58.109066968675390 |
| 2013-06-01 | 57.356073495802000 |
| 2013-07-01 | 58.378009060910700 |
| 2013-08-01 | 58.680037485682405 |
| 2013-09-01 | 58.589124342246400 |
| 2013-10-01 | 58.244928886434900 |
| 2013-11-01 | 58.000054276534605 |
| 2013-12-01 | 57.415653790179400 |
| 2014-01-01 | 58.341037638694400 |
| 2014-02-01 | 58.979127614531000 |
| 2014-03-01 | 59.193418334657295 |
| 2014-04-01 | 59.537069111071500 |
| 2014-05-01 | 60.776628292894500 |
| 2014-06-01 | 60.054139036383496 |
| 2014-07-01 | 59.402328377500105 |
| 2014-08-01 | 60.042262990837095 |
| 2014-09-01 | 60.163117969851996 |
| 2014-10-01 | 60.025353885148704 |
| 2014-11-01 | 60.212599462700204 |
| 2014-12-01 | 60.651100565569294 |
| 2015-01-01 | 61.142127168776700 |
| 2015-02-01 | 61.321108811558105 |
| 2015-03-01 | 61.815929041462000 |
| 2015-04-01 | 62.924960915975700 |
| 2015-05-01 | 62.084529724821800 |
| 2015-06-01 | 61.757245051291896 |
| 2015-07-01 | 62.028046688374900 |
| 2015-08-01 | 61.971354318393900 |
| 2015-09-01 | 61.966682949002300 |
| 2015-10-01 | 62.461881727154210 |
| 2015-11-01 | 62.935466357292000 |
| 2015-12-01 | 63.276176401982300 |
| 2016-01-01 | 63.372304971683400 |
| 2016-02-01 | 63.391180982454800 |
| 2016-03-01 | 63.355794582356204 |
| 2016-04-01 | 64.561439916991100 |
| 2016-05-01 | 63.926977947006400 |
| 2016-06-01 | 64.544781754970900 |
| 2016-07-01 | 64.781136845999200 |
| 2016-08-01 | 65.088050807428000 |
| 2016-09-01 | 65.247853893463900 |
| 2016-10-01 | 65.408778173176100 |
| 2016-11-01 | 65.908114073222890 |
| 2016-12-01 | 65.655280872265300 |
| 2017-01-01 | 66.093165827537500 |
| 2017-02-01 | 66.493563184531000 |
| 2017-03-01 | 67.875675971845710 |
| 2017-04-01 | 66.435427402386800 |
| 2017-05-01 | 66.494002133720900 |
| 2017-06-01 | 66.639077218550200 |
| 2017-07-01 | 67.095303436868800 |
| 2017-08-01 | 66.669179787102210 |
| 2017-09-01 | 66.685510795042400 |
| 2017-10-01 | 66.989905648120600 |
| 2017-11-01 | 65.468006419145500 |
| 2017-12-01 | 65.601063539331110 |
| 2018-01-01 | 65.667638024439900 |
| 2018-02-01 | 65.805710447387710 |
| 2018-03-01 | 66.432695685401300 |
| 2018-04-01 | 66.400321898113790 |
| 2018-05-01 | 67.063110137169400 |
| 2018-06-01 | 66.712261716768990 |
| 2018-07-01 | 66.648874065821200 |
| 2018-08-01 | 67.216163793862400 |
| 2018-09-01 | 67.481814710453100 |
| 2018-10-01 | 67.025619833247200 |
| 2018-11-01 | 67.143594792976600 |
| 2018-12-01 | 67.809594199829600 |
| 2019-01-01 | 66.108406339030100 |
| 2019-02-01 | 65.298769996391100 |
| 2019-03-01 | 66.188135315556610 |
| 2019-04-01 | 66.446240112510100 |
| 2019-05-01 | 66.300063016125600 |
| 2019-06-01 | 67.100921127544700 |
| 2019-07-01 | 66.844197221953890 |
| 2019-08-01 | 67.494020004553010 |
| 2019-09-01 | 67.453923792013700 |
| 2019-10-01 | 67.627463397797700 |
| 2019-11-01 | 68.566208310846500 |
| 2019-12-01 | 69.018924711219900 |
| 2020-01-01 | 69.099750622195900 |
| 2020-02-01 | 69.036702133886300 |
| 2020-03-01 | 68.347830374817400 |
| 2020-04-01 | 56.796368852194400 |
| 2020-05-01 | 57.628359472377994 |
| 2020-06-01 | 58.684238371555610 |
| 2020-07-01 | 59.427800208603790 |
| 2020-08-01 | 59.435683147625895 |
| 2020-09-01 | 58.883362543309495 |
| 2020-10-01 | 60.910296532665500 |
| 2020-11-01 | 61.262347699102110 |
| 2020-12-01 | 61.699419136290700 |
| 2021-01-01 | 62.492184747219200 |
| 2021-02-01 | 62.846597926999600 |
| 2021-03-01 | 63.271007572437400 |
| 2021-04-01 | 63.900166209207605 |
| 2021-05-01 | 64.331082553719600 |
| 2021-06-01 | 63.565271852299990 |
| 2021-07-01 | 64.197507603528300 |
| 2021-08-01 | 64.332266092098890 |
| 2021-09-01 | 64.040247830252100 |
| 2021-10-01 | 65.887869457688000 |
| 2021-11-01 | 67.597924845641800 |
| 2021-12-01 | 66.260446990901700 |
| 2022-01-01 | 66.490198180056200 |
| 2022-02-01 | 66.627176182177200 |
| 2022-03-01 | 66.396210888557900 |
| 2022-04-01 | 65.880564064812500 |
| 2022-05-01 | 65.820460163899300 |
| 2022-06-01 | 65.689513150810100 |
| 2022-07-01 | 64.934200352304500 |
| 2022-08-01 | 64.828114641585200 |
| 2022-09-01 | 64.011929762807900 |
| 2022-10-01 | 63.870828704985705 |
| 2022-11-01 | 63.102145622036710 |
| 2022-12-01 | 63.003861938366300 |
| 2023-01-01 | 62.215404854500505 |
| 2023-02-01 | 62.351461888640790 |
| 2023-03-01 | 62.094353379882790 |
| 2023-04-01 | 62.808151411278800 |
| 2023-05-01 | 61.807179242172396 |
| 2023-06-01 | 61.287424500452396 |
| 2023-07-01 | 62.169956987496300 |
| 2023-08-01 | 61.893588393094900 |
| 2023-09-01 | 61.862322477297600 |
| 2023-10-01 | 61.509341735272500 |
| 2023-11-01 | 61.354811156248500 |
| 2023-12-01 | 61.230472858289794 |
| 2024-01-01 | 61.701799526605300 |
| 2024-02-01 | 61.239026245747990 |
| 2024-03-01 | 61.256419412797390 |
| 2024-04-01 | 61.141735541402504 |
| 2024-05-01 | 60.912702432497504 |
| 2024-06-01 | 60.426533019347800 |
| 2024-07-01 | 60.283399906474100 |
| 2024-08-01 | 60.548403029676706 |
