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 2024-11-01 |
| Last Updated | 2024-12-21 6:02 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 | 46.256621081086600 |
| 1990-02-01 | 46.272718727629005 |
| 1990-03-01 | 46.164887032182900 |
| 1990-04-01 | 45.324038979493100 |
| 1990-05-01 | 45.978025769217396 |
| 1990-06-01 | 46.523563773465796 |
| 1990-07-01 | 47.978408983527295 |
| 1990-08-01 | 47.242001326664294 |
| 1990-09-01 | 46.829410343668100 |
| 1990-10-01 | 47.119076578051400 |
| 1990-11-01 | 47.306893944884000 |
| 1990-12-01 | 47.466339960340700 |
| 1991-01-01 | 46.663348628237900 |
| 1991-02-01 | 46.874928090255900 |
| 1991-03-01 | 46.837381691542300 |
| 1991-04-01 | 47.248167576862500 |
| 1991-05-01 | 47.830446611241400 |
| 1991-06-01 | 47.644914078799400 |
| 1991-07-01 | 47.008816915687000 |
| 1991-08-01 | 46.808441222180800 |
| 1991-09-01 | 46.529631421327295 |
| 1991-10-01 | 46.007345005348100 |
| 1991-11-01 | 46.122112710605790 |
| 1991-12-01 | 46.250127571209300 |
| 1992-01-01 | 45.972648867394700 |
| 1992-02-01 | 45.652059761864000 |
| 1992-03-01 | 45.605083297002200 |
| 1992-04-01 | 45.426638905124900 |
| 1992-05-01 | 45.714507485471000 |
| 1992-06-01 | 45.322020555919710 |
| 1992-07-01 | 45.553343277475000 |
| 1992-08-01 | 45.437935272582400 |
| 1992-09-01 | 45.804861669088000 |
| 1992-10-01 | 45.727894628323405 |
| 1992-11-01 | 45.814227637933996 |
| 1992-12-01 | 45.484815530020290 |
| 1993-01-01 | 46.733710572588800 |
| 1993-02-01 | 46.989543021609705 |
| 1993-03-01 | 47.133173679913400 |
| 1993-04-01 | 47.832628955147600 |
| 1993-05-01 | 47.773078417495000 |
| 1993-06-01 | 47.966174927284605 |
| 1993-07-01 | 48.858404390228500 |
| 1993-08-01 | 49.420069914299710 |
| 1993-09-01 | 49.682753668039105 |
| 1993-10-01 | 50.618394217573005 |
| 1993-11-01 | 50.698236292365100 |
| 1993-12-01 | 50.783444278441100 |
| 1994-01-01 | 49.904972159263004 |
| 1994-02-01 | 49.940387074552795 |
| 1994-03-01 | 51.045557464316300 |
| 1994-04-01 | 51.281230903036500 |
| 1994-05-01 | 51.486562063860400 |
| 1994-06-01 | 51.512361894081000 |
| 1994-07-01 | 51.058833461806095 |
| 1994-08-01 | 50.680327926115500 |
| 1994-09-01 | 51.283602727927000 |
| 1994-10-01 | 51.094527014566005 |
| 1994-11-01 | 51.600243449719000 |
| 1994-12-01 | 51.833193577181994 |
| 1995-01-01 | 52.926602105553400 |
| 1995-02-01 | 53.176538850015895 |
| 1995-03-01 | 54.085724314775400 |
| 1995-04-01 | 52.190186407751796 |
| 1995-05-01 | 52.936951169249895 |
| 1995-06-01 | 53.393949122637500 |
| 1995-07-01 | 53.871854000668606 |
| 1995-08-01 | 54.126120430482200 |
| 1995-09-01 | 54.860101576866896 |
| 1995-10-01 | 55.268113581069095 |
| 1995-11-01 | 55.170183417874696 |
| 1995-12-01 | 55.026142936778200 |
| 1996-01-01 | 58.160831503855000 |
| 1996-02-01 | 56.244203458038300 |
| 1996-03-01 | 55.883376902238700 |
| 1996-04-01 | 56.002998421189100 |
| 1996-05-01 | 56.543518751786200 |
| 1996-06-01 | 57.437461172646500 |
| 1996-07-01 | 60.918825341753205 |
| 1996-08-01 | 61.934659844488490 |
| 1996-09-01 | 62.680610102218600 |
| 1996-10-01 | 63.494555700321800 |
| 1996-11-01 | 65.377124861535700 |
| 1996-12-01 | 65.207826327543000 |
| 1997-01-01 | 63.681423188680000 |
| 1997-02-01 | 62.662924450736895 |
| 1997-03-01 | 63.682951907118210 |
| 1997-04-01 | 64.462357858818300 |
| 1997-05-01 | 65.389773217489700 |
| 1997-06-01 | 65.814942431419400 |
| 1997-07-01 | 68.214481946680900 |
| 1997-08-01 | 67.161563609084500 |
| 1997-09-01 | 67.818189507419800 |
| 1997-10-01 | 65.750015783928200 |
| 1997-11-01 | 65.182657924901890 |
| 1997-12-01 | 65.276482741494800 |
| 1998-01-01 | 66.233395144983500 |
| 1998-02-01 | 67.509658164604500 |
| 1998-03-01 | 68.285684345353500 |
| 1998-04-01 | 67.204279099457400 |
| 1998-05-01 | 66.751033745660500 |
| 1998-06-01 | 66.652332318767210 |
| 1998-07-01 | 65.965527111643000 |
| 1998-08-01 | 66.305791009432110 |
| 1998-09-01 | 66.350567073078000 |
| 1998-10-01 | 66.439957398439500 |
| 1998-11-01 | 67.299364303660100 |
| 1998-12-01 | 67.212411256852390 |
| 1999-01-01 | 67.241544893591900 |
| 1999-02-01 | 67.005346970942200 |
| 1999-03-01 | 67.616086138543100 |
| 1999-04-01 | 68.112020755456400 |
| 1999-05-01 | 67.777285380109390 |
| 1999-06-01 | 67.672579984355610 |
| 1999-07-01 | 68.474663529170900 |
| 1999-08-01 | 67.786126035101390 |
| 1999-09-01 | 67.938356722936490 |
| 1999-10-01 | 69.123115432286610 |
| 1999-11-01 | 69.188989893474500 |
| 1999-12-01 | 69.791099824740710 |
| 2000-01-01 | 70.356108561008700 |
| 2000-02-01 | 70.216717745877400 |
| 2000-03-01 | 70.298023707840000 |
| 2000-04-01 | 72.075858251186700 |
| 2000-05-01 | 72.114627376081800 |
| 2000-06-01 | 72.039688328096590 |
| 2000-07-01 | 71.536973255168900 |
| 2000-08-01 | 70.450093573667800 |
| 2000-09-01 | 71.542816949733700 |
| 2000-10-01 | 71.169836478082090 |
| 2000-11-01 | 71.397603705984710 |
| 2000-12-01 | 70.088489358037300 |
| 2001-01-01 | 68.100648325835000 |
| 2001-02-01 | 67.131069671749600 |
| 2001-03-01 | 66.293491619232600 |
| 2001-04-01 | 64.066549951041300 |
| 2001-05-01 | 63.862016079002500 |
| 2001-06-01 | 63.210754556795800 |
| 2001-07-01 | 62.083861490829900 |
| 2001-08-01 | 61.269097955695200 |
| 2001-09-01 | 60.653321062594500 |
| 2001-10-01 | 59.818515611966800 |
| 2001-11-01 | 58.899103413990495 |
| 2001-12-01 | 58.785202478921900 |
| 2002-01-01 | 59.019831833248304 |
| 2002-02-01 | 58.330505754474790 |
| 2002-03-01 | 58.663698074907500 |
| 2002-04-01 | 57.197261626208494 |
| 2002-05-01 | 56.989767572754005 |
| 2002-06-01 | 56.498885172090700 |
| 2002-07-01 | 56.144978196441300 |
| 2002-08-01 | 55.930352740290700 |
| 2002-09-01 | 55.944168118855710 |
| 2002-10-01 | 55.540923229548504 |
| 2002-11-01 | 55.209064719603300 |
| 2002-12-01 | 55.103114171166600 |
| 2003-01-01 | 54.866561703761900 |
| 2003-02-01 | 54.559510556206000 |
| 2003-03-01 | 54.393983291908000 |
| 2003-04-01 | 54.438913955389005 |
| 2003-05-01 | 54.240976820050605 |
| 2003-06-01 | 54.535876650064495 |
| 2003-07-01 | 56.488429124389400 |
| 2003-08-01 | 56.072421981322400 |
| 2003-09-01 | 55.924252142836400 |
| 2003-10-01 | 55.990223460960100 |
| 2003-11-01 | 56.408418572268000 |
| 2003-12-01 | 56.192719899143200 |
| 2004-01-01 | 57.058130379882200 |
| 2004-02-01 | 57.598730360116300 |
| 2004-03-01 | 57.127922614933900 |
| 2004-04-01 | 58.909345898974706 |
| 2004-05-01 | 59.270820199572400 |
| 2004-06-01 | 59.069229922141396 |
| 2004-07-01 | 57.958976536466395 |
| 2004-08-01 | 57.964391306394100 |
| 2004-09-01 | 58.072500925238600 |
| 2004-10-01 | 58.959764295204900 |
| 2004-11-01 | 58.830324427268400 |
| 2004-12-01 | 58.905072393617710 |
| 2005-01-01 | 59.278216186284600 |
| 2005-02-01 | 59.782823366156800 |
| 2005-03-01 | 59.456567151278200 |
| 2005-04-01 | 59.474160145845204 |
| 2005-05-01 | 58.951317979494895 |
| 2005-06-01 | 58.200172495330290 |
| 2005-07-01 | 59.107682638639600 |
| 2005-08-01 | 59.479142441709200 |
| 2005-09-01 | 60.004605276249800 |
| 2005-10-01 | 59.603188481615400 |
| 2005-11-01 | 59.987929529171495 |
| 2005-12-01 | 60.664517206589700 |
| 2006-01-01 | 60.615801731282300 |
| 2006-02-01 | 61.043779544323705 |
| 2006-03-01 | 61.456956885327300 |
| 2006-04-01 | 61.282016343694400 |
| 2006-05-01 | 62.422447717003000 |
| 2006-06-01 | 62.863752284244000 |
| 2006-07-01 | 64.011428255482290 |
| 2006-08-01 | 63.217412870821704 |
| 2006-09-01 | 62.749047795411606 |
| 2006-10-01 | 62.368050186583700 |
| 2006-11-01 | 62.544780054137300 |
| 2006-12-01 | 62.830269845477500 |
| 2007-01-01 | 63.113313662385700 |
| 2007-02-01 | 63.132985977115204 |
| 2007-03-01 | 63.293154846546706 |
| 2007-04-01 | 62.940407482827396 |
| 2007-05-01 | 63.361973998606004 |
| 2007-06-01 | 62.979732361704500 |
| 2007-07-01 | 63.226985303208890 |
| 2007-08-01 | 63.334822749391606 |
| 2007-09-01 | 63.395087826053600 |
| 2007-10-01 | 64.234185520384100 |
| 2007-11-01 | 64.432035111513000 |
| 2007-12-01 | 64.396194700868300 |
| 2008-01-01 | 63.773701139806604 |
| 2008-02-01 | 63.531592663482900 |
| 2008-03-01 | 62.870291465041504 |
| 2008-04-01 | 62.222779488678704 |
| 2008-05-01 | 61.348291266691800 |
| 2008-06-01 | 61.283119546018700 |
| 2008-07-01 | 61.193326883194400 |
| 2008-08-01 | 60.331905986604100 |
| 2008-09-01 | 59.744138158838794 |
| 2008-10-01 | 58.724605606829390 |
| 2008-11-01 | 58.110964538164100 |
| 2008-12-01 | 57.015593578425296 |
| 2009-01-01 | 55.982720133311500 |
| 2009-02-01 | 54.211546353600504 |
| 2009-03-01 | 53.401153955037095 |
| 2009-04-01 | 53.073477463430200 |
| 2009-05-01 | 52.496430412133290 |
| 2009-06-01 | 52.941678811734896 |
| 2009-07-01 | 52.765283217991890 |
| 2009-08-01 | 52.771450826706000 |
| 2009-09-01 | 52.501959044979600 |
| 2009-10-01 | 52.487912664572605 |
| 2009-11-01 | 52.237839637172000 |
| 2009-12-01 | 52.627695093886500 |
| 2010-01-01 | 49.079781028148794 |
| 2010-02-01 | 49.318713235741300 |
| 2010-03-01 | 49.528502047329400 |
| 2010-04-01 | 50.413294699576596 |
| 2010-05-01 | 50.362514865635300 |
| 2010-06-01 | 50.577074773827110 |
| 2010-07-01 | 50.451726767062304 |
| 2010-08-01 | 50.519273822612000 |
| 2010-09-01 | 50.781614103907610 |
| 2010-10-01 | 50.724175359117100 |
| 2010-11-01 | 51.169845462887900 |
| 2010-12-01 | 50.893281366176990 |
| 2011-01-01 | 50.615625977654400 |
| 2011-02-01 | 50.727592893264500 |
| 2011-03-01 | 51.798354210481996 |
| 2011-04-01 | 52.210768936284890 |
| 2011-05-01 | 52.299466738696395 |
| 2011-06-01 | 52.397042222129790 |
| 2011-07-01 | 52.334095382400996 |
| 2011-08-01 | 52.310267277612000 |
| 2011-09-01 | 52.621014721188790 |
| 2011-10-01 | 53.267971474010710 |
| 2011-11-01 | 53.072382867373100 |
| 2011-12-01 | 53.199597201996205 |
| 2012-01-01 | 54.289300545931500 |
| 2012-02-01 | 53.925687893059900 |
| 2012-03-01 | 54.308820135203300 |
| 2012-04-01 | 54.473312430205496 |
| 2012-05-01 | 54.735091968497900 |
| 2012-06-01 | 54.562909743369000 |
| 2012-07-01 | 54.682896984255100 |
| 2012-08-01 | 55.267983497075010 |
| 2012-09-01 | 55.964248840791800 |
| 2012-10-01 | 56.916460352194500 |
| 2012-11-01 | 57.554848575648606 |
| 2012-12-01 | 58.165188138920500 |
| 2013-01-01 | 58.261817580743000 |
| 2013-02-01 | 58.197496439767400 |
| 2013-03-01 | 58.150723769962305 |
| 2013-04-01 | 58.003538577844600 |
| 2013-05-01 | 58.109855603178396 |
| 2013-06-01 | 57.355147841093900 |
| 2013-07-01 | 58.381081785924100 |
| 2013-08-01 | 58.679167063837700 |
| 2013-09-01 | 58.588095592980200 |
| 2013-10-01 | 58.243927326283504 |
| 2013-11-01 | 57.999157831370105 |
| 2013-12-01 | 57.421252264603100 |
| 2014-01-01 | 58.340969916765900 |
| 2014-02-01 | 58.977616878000404 |
| 2014-03-01 | 59.193705631850000 |
| 2014-04-01 | 59.532688307134705 |
| 2014-05-01 | 60.777708760383995 |
| 2014-06-01 | 60.053488597001200 |
| 2014-07-01 | 59.405806225859200 |
| 2014-08-01 | 60.041808189372400 |
| 2014-09-01 | 60.162540917443295 |
| 2014-10-01 | 60.022580523606700 |
| 2014-11-01 | 60.211868711424500 |
| 2014-12-01 | 60.656961539862200 |
| 2015-01-01 | 61.141830981536210 |
| 2015-02-01 | 61.320433514886595 |
| 2015-03-01 | 61.817297615829800 |
| 2015-04-01 | 62.918515232718400 |
| 2015-05-01 | 62.085930353997200 |
| 2015-06-01 | 61.756924206086800 |
| 2015-07-01 | 62.031970489821504 |
| 2015-08-01 | 61.971309218585700 |
| 2015-09-01 | 61.966693055690200 |
| 2015-10-01 | 62.457367776418710 |
| 2015-11-01 | 62.935297095866005 |
| 2015-12-01 | 63.280602253559800 |
| 2016-01-01 | 63.372036168901500 |
| 2016-02-01 | 63.390682237468300 |
| 2016-03-01 | 63.358514655850290 |
| 2016-04-01 | 64.555113319364900 |
| 2016-05-01 | 63.928194468132105 |
| 2016-06-01 | 64.544922747456800 |
| 2016-07-01 | 64.784445047971790 |
| 2016-08-01 | 65.088830977131700 |
| 2016-09-01 | 65.248755620027510 |
| 2016-10-01 | 65.402431001418200 |
| 2016-11-01 | 65.908381923523100 |
| 2016-12-01 | 65.657717674048500 |
| 2017-01-01 | 66.093061221258000 |
| 2017-02-01 | 66.492742870628200 |
| 2017-03-01 | 67.880141925017200 |
| 2017-04-01 | 66.430333410212200 |
| 2017-05-01 | 66.494748000805100 |
| 2017-06-01 | 66.639417975426400 |
| 2017-07-01 | 67.097513590493790 |
| 2017-08-01 | 66.670158371569500 |
| 2017-09-01 | 66.688401635815000 |
| 2017-10-01 | 66.983118531375300 |
| 2017-11-01 | 65.467887934822000 |
| 2017-12-01 | 65.600904699196900 |
| 2018-01-01 | 65.667487523463110 |
| 2018-02-01 | 65.804227085400000 |
| 2018-03-01 | 66.437940382593800 |
| 2018-04-01 | 66.398353811368710 |
| 2018-05-01 | 67.063259731195100 |
| 2018-06-01 | 66.711900874127990 |
| 2018-07-01 | 66.649534887221300 |
| 2018-08-01 | 67.216892692952800 |
| 2018-09-01 | 67.489352256721100 |
| 2018-10-01 | 67.018889572362200 |
| 2018-11-01 | 67.140036281105800 |
| 2018-12-01 | 67.809741582445600 |
| 2019-01-01 | 66.108131982105500 |
| 2019-02-01 | 65.296379505511510 |
| 2019-03-01 | 66.192363836380100 |
| 2019-04-01 | 66.446033924206490 |
| 2019-05-01 | 66.298166205110100 |
| 2019-06-01 | 67.098431979880700 |
| 2019-07-01 | 66.844976220153000 |
| 2019-08-01 | 67.496405956432300 |
| 2019-09-01 | 67.468783085569710 |
| 2019-10-01 | 67.625281106313000 |
| 2019-11-01 | 68.559628234230800 |
| 2019-12-01 | 69.018357433909900 |
| 2020-01-01 | 69.097457171857300 |
| 2020-02-01 | 69.030898447236990 |
| 2020-03-01 | 68.346653968971000 |
| 2020-04-01 | 56.794524013166296 |
| 2020-05-01 | 57.621369993668395 |
| 2020-06-01 | 58.680691208680200 |
| 2020-07-01 | 59.430199699558706 |
| 2020-08-01 | 59.444855740385100 |
| 2020-09-01 | 58.908343472920100 |
| 2020-10-01 | 60.918663948715604 |
| 2020-11-01 | 61.256108850665100 |
| 2020-12-01 | 61.696664954472894 |
| 2021-01-01 | 62.484578757047700 |
| 2021-02-01 | 62.833908881043996 |
| 2021-03-01 | 63.258690183295000 |
| 2021-04-01 | 63.887718819172000 |
| 2021-05-01 | 64.312370124222710 |
| 2021-06-01 | 63.557317810404210 |
| 2021-07-01 | 64.197556923333100 |
| 2021-08-01 | 64.364666086315610 |
| 2021-09-01 | 64.099506497326500 |
| 2021-10-01 | 65.925170634625100 |
| 2021-11-01 | 67.590292838187300 |
| 2021-12-01 | 66.240044168935500 |
| 2022-01-01 | 66.468454765497800 |
| 2022-02-01 | 66.600093761862400 |
| 2022-03-01 | 66.364589931278900 |
| 2022-04-01 | 65.849447251138900 |
| 2022-05-01 | 65.786997489167600 |
| 2022-06-01 | 65.677682196562900 |
| 2022-07-01 | 64.932353630152900 |
| 2022-08-01 | 64.888970207265100 |
| 2022-09-01 | 64.109094273749000 |
| 2022-10-01 | 63.968052326702300 |
| 2022-11-01 | 63.074933212762396 |
| 2022-12-01 | 62.963738733598500 |
| 2023-01-01 | 62.179710978060704 |
| 2023-02-01 | 62.310970986139100 |
| 2023-03-01 | 62.044827129435300 |
| 2023-04-01 | 62.759102488316600 |
| 2023-05-01 | 61.762695364420610 |
| 2023-06-01 | 61.271623094465700 |
| 2023-07-01 | 62.164201549512400 |
| 2023-08-01 | 61.980066179799200 |
| 2023-09-01 | 61.993906669124410 |
| 2023-10-01 | 61.671867423914900 |
| 2023-11-01 | 61.305819382254000 |
| 2023-12-01 | 61.167332383495800 |
| 2024-01-01 | 61.650287329586895 |
| 2024-02-01 | 61.184772161172400 |
| 2024-03-01 | 61.190180348805505 |
| 2024-04-01 | 61.078500924714100 |
| 2024-05-01 | 60.858825125917800 |
| 2024-06-01 | 60.409679031275500 |
| 2024-07-01 | 60.277476716142700 |
| 2024-08-01 | 60.354074411599600 |
| 2024-09-01 | 60.232849198576400 |
| 2024-10-01 | 58.913746459981600 |
| 2024-11-01 | 61.290463527253500 |
