Table Data - All Employees: Professional and Business Services: Employment Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056130001SA |
| 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 | 16.908479064439500 |
| 1990-02-01 | 17.013964144901500 |
| 1990-03-01 | 17.101475711441200 |
| 1990-04-01 | 15.387486900542099 |
| 1990-05-01 | 15.708831082252300 |
| 1990-06-01 | 15.974200491169200 |
| 1990-07-01 | 17.077921634041700 |
| 1990-08-01 | 16.474969372574197 |
| 1990-09-01 | 15.798521382004600 |
| 1990-10-01 | 15.578560538825400 |
| 1990-11-01 | 15.410269603636902 |
| 1990-12-01 | 15.551098488990900 |
| 1991-01-01 | 15.707946739928300 |
| 1991-02-01 | 15.581780186425199 |
| 1991-03-01 | 15.770931752259900 |
| 1991-04-01 | 16.205024552350500 |
| 1991-05-01 | 16.340167507161700 |
| 1991-06-01 | 16.383333963695800 |
| 1991-07-01 | 15.617099064565899 |
| 1991-08-01 | 15.540498739844300 |
| 1991-09-01 | 15.276278270000200 |
| 1991-10-01 | 14.794058427747100 |
| 1991-11-01 | 14.912330375435099 |
| 1991-12-01 | 14.982003875988300 |
| 1992-01-01 | 15.018243533396099 |
| 1992-02-01 | 14.686034456661500 |
| 1992-03-01 | 14.516076576766801 |
| 1992-04-01 | 14.475557696107900 |
| 1992-05-01 | 14.854370158430700 |
| 1992-06-01 | 14.817221942103900 |
| 1992-07-01 | 15.548064395145400 |
| 1992-08-01 | 15.586659389717200 |
| 1992-09-01 | 15.966661807883700 |
| 1992-10-01 | 16.002364782398500 |
| 1992-11-01 | 15.924332991607300 |
| 1992-12-01 | 15.949034888992000 |
| 1993-01-01 | 15.828173643236198 |
| 1993-02-01 | 16.038267082485400 |
| 1993-03-01 | 16.097908334940500 |
| 1993-04-01 | 16.374867365774000 |
| 1993-05-01 | 16.387473788444900 |
| 1993-06-01 | 16.377778185786198 |
| 1993-07-01 | 16.134881812707402 |
| 1993-08-01 | 16.664516582693402 |
| 1993-09-01 | 16.842554329493600 |
| 1993-10-01 | 17.803845537252702 |
| 1993-11-01 | 17.987553521198300 |
| 1993-12-01 | 18.831169422522000 |
| 1994-01-01 | 17.401170310526800 |
| 1994-02-01 | 17.562883646839598 |
| 1994-03-01 | 18.072923677340900 |
| 1994-04-01 | 18.311833264096197 |
| 1994-05-01 | 18.468322788959803 |
| 1994-06-01 | 18.530746742999900 |
| 1994-07-01 | 17.992185910969000 |
| 1994-08-01 | 18.062213675148500 |
| 1994-09-01 | 18.389830144489398 |
| 1994-10-01 | 18.675958181252000 |
| 1994-11-01 | 19.154007661810397 |
| 1994-12-01 | 19.669474614991600 |
| 1995-01-01 | 20.178152571593800 |
| 1995-02-01 | 20.305161803456100 |
| 1995-03-01 | 20.547915713591200 |
| 1995-04-01 | 18.896069563935400 |
| 1995-05-01 | 19.600818063083500 |
| 1995-06-01 | 19.753426207274100 |
| 1995-07-01 | 19.828689651622700 |
| 1995-08-01 | 19.689326925382700 |
| 1995-09-01 | 20.149987006499900 |
| 1995-10-01 | 20.293847950481698 |
| 1995-11-01 | 19.924120322880100 |
| 1995-12-01 | 19.964861175157200 |
| 1996-01-01 | 22.704071963119800 |
| 1996-02-01 | 21.085492354068602 |
| 1996-03-01 | 21.331488366223198 |
| 1996-04-01 | 21.833472794748100 |
| 1996-05-01 | 22.227298636155500 |
| 1996-06-01 | 23.142926352079700 |
| 1996-07-01 | 24.750010369837000 |
| 1996-08-01 | 25.641059354034100 |
| 1996-09-01 | 26.113659520952503 |
| 1996-10-01 | 26.100351018240800 |
| 1996-11-01 | 27.694650329234900 |
| 1996-12-01 | 27.634855892912900 |
| 1997-01-01 | 26.306559220475396 |
| 1997-02-01 | 24.775874538681800 |
| 1997-03-01 | 25.384900355063802 |
| 1997-04-01 | 26.455137689494702 |
| 1997-05-01 | 27.782364650099300 |
| 1997-06-01 | 28.573760382681197 |
| 1997-07-01 | 30.599424298638500 |
| 1997-08-01 | 29.648107722810302 |
| 1997-09-01 | 30.222603428738300 |
| 1997-10-01 | 28.593917871176500 |
| 1997-11-01 | 27.893695519059200 |
| 1997-12-01 | 27.864524816640202 |
| 1998-01-01 | 29.678320261263700 |
| 1998-02-01 | 31.227370972159700 |
| 1998-03-01 | 31.400303331585498 |
| 1998-04-01 | 32.070647278277896 |
| 1998-05-01 | 31.820449712391895 |
| 1998-06-01 | 31.353931855735700 |
| 1998-07-01 | 31.408280004099804 |
| 1998-08-01 | 31.982614538507800 |
| 1998-09-01 | 32.025473208215296 |
| 1998-10-01 | 32.694225404018400 |
| 1998-11-01 | 32.841880615470800 |
| 1998-12-01 | 32.757159175858000 |
| 1999-01-01 | 33.121200329470700 |
| 1999-02-01 | 33.072790415224600 |
| 1999-03-01 | 33.461614717189800 |
| 1999-04-01 | 33.301278370086610 |
| 1999-05-01 | 33.345703188209600 |
| 1999-06-01 | 33.376456529014200 |
| 1999-07-01 | 33.009312986457600 |
| 1999-08-01 | 32.409701539531900 |
| 1999-09-01 | 32.766976249021200 |
| 1999-10-01 | 33.642648738773600 |
| 1999-11-01 | 33.714028677521604 |
| 1999-12-01 | 34.261770442077700 |
| 2000-01-01 | 34.705776790337890 |
| 2000-02-01 | 34.888668007310400 |
| 2000-03-01 | 35.005385281657100 |
| 2000-04-01 | 35.818533207387700 |
| 2000-05-01 | 35.873216009897206 |
| 2000-06-01 | 35.705147912470700 |
| 2000-07-01 | 35.902904415036396 |
| 2000-08-01 | 34.720338496977000 |
| 2000-09-01 | 35.640516955247996 |
| 2000-10-01 | 35.494444582325700 |
| 2000-11-01 | 35.658550493652800 |
| 2000-12-01 | 36.161041786569800 |
| 2001-01-01 | 30.764305019050397 |
| 2001-02-01 | 29.788434315029500 |
| 2001-03-01 | 28.547612072322604 |
| 2001-04-01 | 26.835226054097100 |
| 2001-05-01 | 26.361369302940698 |
| 2001-06-01 | 25.974282649187900 |
| 2001-07-01 | 24.924913603266000 |
| 2001-08-01 | 24.341289194470402 |
| 2001-09-01 | 23.971998821361105 |
| 2001-10-01 | 23.184970468204900 |
| 2001-11-01 | 22.512076356149503 |
| 2001-12-01 | 21.974709368226600 |
| 2002-01-01 | 21.928509128282600 |
| 2002-02-01 | 21.445748132414398 |
| 2002-03-01 | 21.626435811478800 |
| 2002-04-01 | 20.673565805945000 |
| 2002-05-01 | 20.997293858693197 |
| 2002-06-01 | 20.725853140016100 |
| 2002-07-01 | 20.930125325276197 |
| 2002-08-01 | 21.098129940044200 |
| 2002-09-01 | 21.172091939931400 |
| 2002-10-01 | 21.343194750331500 |
| 2002-11-01 | 21.312967069364200 |
| 2002-12-01 | 21.663713623147302 |
| 2003-01-01 | 20.682162435493300 |
| 2003-02-01 | 20.407751439324600 |
| 2003-03-01 | 20.101225397223700 |
| 2003-04-01 | 20.276891423942498 |
| 2003-05-01 | 19.928319846464200 |
| 2003-06-01 | 19.785574725280800 |
| 2003-07-01 | 20.858394742907500 |
| 2003-08-01 | 20.209780552318200 |
| 2003-09-01 | 19.847031019602000 |
| 2003-10-01 | 19.394179646334102 |
| 2003-11-01 | 19.015135126256400 |
| 2003-12-01 | 18.775542202465300 |
| 2004-01-01 | 19.790229387628500 |
| 2004-02-01 | 19.989474219759500 |
| 2004-03-01 | 19.819019989072900 |
| 2004-04-01 | 22.023274617078300 |
| 2004-05-01 | 22.139666936825800 |
| 2004-06-01 | 22.057924558413600 |
| 2004-07-01 | 20.787778992168900 |
| 2004-08-01 | 21.299490354151700 |
| 2004-09-01 | 21.360582819231603 |
| 2004-10-01 | 21.823288688742500 |
| 2004-11-01 | 22.178082116239400 |
| 2004-12-01 | 22.171078080938300 |
| 2005-01-01 | 22.379494069450000 |
| 2005-02-01 | 22.773185312305003 |
| 2005-03-01 | 22.351466570108400 |
| 2005-04-01 | 22.027675374774400 |
| 2005-05-01 | 21.493651828627500 |
| 2005-06-01 | 20.717932766973000 |
| 2005-07-01 | 21.314742845368300 |
| 2005-08-01 | 21.481138153655600 |
| 2005-09-01 | 21.797411715452700 |
| 2005-10-01 | 21.690880319498600 |
| 2005-11-01 | 22.105538697059803 |
| 2005-12-01 | 22.608507136910300 |
| 2006-01-01 | 21.579238966134100 |
| 2006-02-01 | 21.581460968409200 |
| 2006-03-01 | 21.688707256206197 |
| 2006-04-01 | 21.395319172705800 |
| 2006-05-01 | 21.926160786284300 |
| 2006-06-01 | 22.317212332988802 |
| 2006-07-01 | 22.243275566272303 |
| 2006-08-01 | 21.995651723273202 |
| 2006-09-01 | 22.084642251847402 |
| 2006-10-01 | 21.919035191911302 |
| 2006-11-01 | 21.835424060310000 |
| 2006-12-01 | 22.002893071133900 |
| 2007-01-01 | 22.115533017103200 |
| 2007-02-01 | 22.103426122500200 |
| 2007-03-01 | 22.145266286832400 |
| 2007-04-01 | 22.203568464775800 |
| 2007-05-01 | 22.479820278363200 |
| 2007-06-01 | 21.916093820013800 |
| 2007-07-01 | 21.513738971819200 |
| 2007-08-01 | 21.454555327425197 |
| 2007-09-01 | 21.276233906915103 |
| 2007-10-01 | 21.755305910325397 |
| 2007-11-01 | 21.483043097670002 |
| 2007-12-01 | 21.718262986385700 |
| 2008-01-01 | 21.232670640823603 |
| 2008-02-01 | 21.190437748154500 |
| 2008-03-01 | 20.826631353776200 |
| 2008-04-01 | 20.069197553002600 |
| 2008-05-01 | 19.422139360061603 |
| 2008-06-01 | 19.132443089087800 |
| 2008-07-01 | 18.956644584529100 |
| 2008-08-01 | 18.599494088514700 |
| 2008-09-01 | 18.024988160787498 |
| 2008-10-01 | 16.934239579917600 |
| 2008-11-01 | 16.452358050336700 |
| 2008-12-01 | 15.988516716871700 |
| 2009-01-01 | 15.623205927321100 |
| 2009-02-01 | 14.816615719507197 |
| 2009-03-01 | 14.524301859669302 |
| 2009-04-01 | 14.575146652793801 |
| 2009-05-01 | 14.382053488967900 |
| 2009-06-01 | 14.525832370989999 |
| 2009-07-01 | 14.989180671231400 |
| 2009-08-01 | 14.693152257902300 |
| 2009-09-01 | 14.795064571215999 |
| 2009-10-01 | 14.871010590731899 |
| 2009-11-01 | 14.910922711398198 |
| 2009-12-01 | 15.343933875704500 |
| 2010-01-01 | 14.100241630226900 |
| 2010-02-01 | 14.726473777922900 |
| 2010-03-01 | 14.597060363340900 |
| 2010-04-01 | 15.313256806526900 |
| 2010-05-01 | 15.360618980307500 |
| 2010-06-01 | 15.544215771718099 |
| 2010-07-01 | 15.600268959737301 |
| 2010-08-01 | 15.777195868869500 |
| 2010-09-01 | 15.681334731443000 |
| 2010-10-01 | 15.827979040521800 |
| 2010-11-01 | 16.186795057877500 |
| 2010-12-01 | 16.256792190006400 |
| 2011-01-01 | 16.182032945995100 |
| 2011-02-01 | 16.577418983593700 |
| 2011-03-01 | 16.563566550693600 |
| 2011-04-01 | 16.975050034057900 |
| 2011-05-01 | 16.908957128243200 |
| 2011-06-01 | 17.049606527878900 |
| 2011-07-01 | 17.036084134673100 |
| 2011-08-01 | 16.664927187669498 |
| 2011-09-01 | 17.061414755616500 |
| 2011-10-01 | 17.325788091651300 |
| 2011-11-01 | 17.211092615539200 |
| 2011-12-01 | 17.275514623260502 |
| 2012-01-01 | 17.864527817968103 |
| 2012-02-01 | 17.668270472326500 |
| 2012-03-01 | 17.863913958042700 |
| 2012-04-01 | 17.729274853818400 |
| 2012-05-01 | 17.905880586300302 |
| 2012-06-01 | 17.937927073928400 |
| 2012-07-01 | 17.857602818097000 |
| 2012-08-01 | 18.351695220161200 |
| 2012-09-01 | 18.829422013962200 |
| 2012-10-01 | 19.540160201424502 |
| 2012-11-01 | 19.842446328951898 |
| 2012-12-01 | 20.260726553380300 |
| 2013-01-01 | 20.058012379239800 |
| 2013-02-01 | 19.998407035934900 |
| 2013-03-01 | 19.611972589455700 |
| 2013-04-01 | 19.593141426145300 |
| 2013-05-01 | 19.826222110218502 |
| 2013-06-01 | 19.402881750723300 |
| 2013-07-01 | 19.762824621534400 |
| 2013-08-01 | 19.919688567510700 |
| 2013-09-01 | 20.003654418445700 |
| 2013-10-01 | 19.848279214444197 |
| 2013-11-01 | 19.763523955494500 |
| 2013-12-01 | 19.304261365205800 |
| 2014-01-01 | 20.195115211488100 |
| 2014-02-01 | 20.600512644530102 |
| 2014-03-01 | 20.626809493335198 |
| 2014-04-01 | 20.859773506207000 |
| 2014-05-01 | 21.657674500047197 |
| 2014-06-01 | 20.936125563871897 |
| 2014-07-01 | 20.507772363427800 |
| 2014-08-01 | 20.886957756181800 |
| 2014-09-01 | 20.676658361727200 |
| 2014-10-01 | 20.308235361930700 |
| 2014-11-01 | 20.570787126903802 |
| 2014-12-01 | 20.696541742172900 |
| 2015-01-01 | 20.440115761746398 |
| 2015-02-01 | 20.617074734997303 |
| 2015-03-01 | 21.161249270984303 |
| 2015-04-01 | 22.214859359253303 |
| 2015-05-01 | 21.421028450158698 |
| 2015-06-01 | 21.542639569915500 |
| 2015-07-01 | 21.660405156389498 |
| 2015-08-01 | 21.626709331071300 |
| 2015-09-01 | 21.863087653721800 |
| 2015-10-01 | 21.619064684674395 |
| 2015-11-01 | 22.115143668643398 |
| 2015-12-01 | 22.143226444876700 |
| 2016-01-01 | 23.110691920991698 |
| 2016-02-01 | 23.147314495680300 |
| 2016-03-01 | 23.244220032678500 |
| 2016-04-01 | 23.493326753059698 |
| 2016-05-01 | 23.321383909316502 |
| 2016-06-01 | 23.631009448404900 |
| 2016-07-01 | 24.135514027846604 |
| 2016-08-01 | 24.178147902098196 |
| 2016-09-01 | 24.427781434374900 |
| 2016-10-01 | 24.728953022124300 |
| 2016-11-01 | 25.110015046887302 |
| 2016-12-01 | 24.925560210559603 |
| 2017-01-01 | 25.632496254791800 |
| 2017-02-01 | 25.951118441414500 |
| 2017-03-01 | 26.495795649606105 |
| 2017-04-01 | 26.082726638664397 |
| 2017-05-01 | 26.286142223849396 |
| 2017-06-01 | 26.180543555700304 |
| 2017-07-01 | 26.456636025126300 |
| 2017-08-01 | 25.465938247738197 |
| 2017-09-01 | 25.373843540221600 |
| 2017-10-01 | 25.506628269560200 |
| 2017-11-01 | 24.551401977020700 |
| 2017-12-01 | 24.483692570216398 |
| 2018-01-01 | 24.285885880589900 |
| 2018-02-01 | 24.229885063469800 |
| 2018-03-01 | 24.317865442466100 |
| 2018-04-01 | 24.936072393639897 |
| 2018-05-01 | 25.251633720558300 |
| 2018-06-01 | 25.548346739182800 |
| 2018-07-01 | 25.509481918819198 |
| 2018-08-01 | 26.002323332723304 |
| 2018-09-01 | 26.532992932106104 |
| 2018-10-01 | 25.146015028563102 |
| 2018-11-01 | 25.349150769237400 |
| 2018-12-01 | 25.772683798139500 |
| 2019-01-01 | 24.660135714443100 |
| 2019-02-01 | 24.306357394195103 |
| 2019-03-01 | 24.502298714215000 |
| 2019-04-01 | 24.594261793599500 |
| 2019-05-01 | 24.840068343819500 |
| 2019-06-01 | 25.562088546596303 |
| 2019-07-01 | 24.993136928521200 |
| 2019-08-01 | 25.039737855336900 |
| 2019-09-01 | 25.339293864894298 |
| 2019-10-01 | 24.906349685146200 |
| 2019-11-01 | 25.230964841033500 |
| 2019-12-01 | 25.479324397302400 |
| 2020-01-01 | 25.552916995247898 |
| 2020-02-01 | 25.609906203316804 |
| 2020-03-01 | 25.253978627606000 |
| 2020-04-01 | 19.736486189052800 |
| 2020-05-01 | 19.342276419217697 |
| 2020-06-01 | 19.293540167721100 |
| 2020-07-01 | 19.676334393100102 |
| 2020-08-01 | 19.846699006579698 |
| 2020-09-01 | 19.731659941527397 |
| 2020-10-01 | 20.675337247007302 |
| 2020-11-01 | 20.969294642111400 |
| 2020-12-01 | 21.070878213008896 |
| 2021-01-01 | 21.104676719199500 |
| 2021-02-01 | 21.601359527649700 |
| 2021-03-01 | 21.589700639796500 |
| 2021-04-01 | 21.806561206127500 |
| 2021-05-01 | 22.939833184183698 |
| 2021-06-01 | 22.107352081941600 |
| 2021-07-01 | 22.114610268684900 |
| 2021-08-01 | 21.888884186037900 |
| 2021-09-01 | 22.249876961087700 |
| 2021-10-01 | 23.227101951584600 |
| 2021-11-01 | 24.437879706514696 |
| 2021-12-01 | 23.100188529613700 |
| 2022-01-01 | 23.205194624902500 |
| 2022-02-01 | 23.050938440477700 |
| 2022-03-01 | 22.669633754796500 |
| 2022-04-01 | 21.559014113241100 |
| 2022-05-01 | 22.129615064215603 |
| 2022-06-01 | 22.079707507513500 |
| 2022-07-01 | 21.590823481472203 |
| 2022-08-01 | 21.251702570746300 |
| 2022-09-01 | 20.664847019816000 |
| 2022-10-01 | 20.253697390741200 |
| 2022-11-01 | 19.670619992024000 |
| 2022-12-01 | 19.231793396466000 |
| 2023-01-01 | 18.712468341225800 |
| 2023-02-01 | 18.454744972235100 |
| 2023-03-01 | 18.267090123835100 |
| 2023-04-01 | 18.453472296898100 |
| 2023-05-01 | 17.852561062097198 |
| 2023-06-01 | 17.562555376445598 |
| 2023-07-01 | 17.820596544920800 |
| 2023-08-01 | 17.579396569280902 |
| 2023-09-01 | 17.778747242407400 |
| 2023-10-01 | 17.413256537475600 |
| 2023-11-01 | 17.243593321693500 |
| 2023-12-01 | 17.193176506415400 |
| 2024-01-01 | 17.559253360254200 |
| 2024-02-01 | 17.450661461953302 |
| 2024-03-01 | 17.530377900081200 |
| 2024-04-01 | 17.247126440665600 |
| 2024-05-01 | 17.425647019841700 |
| 2024-06-01 | 17.360670445243300 |
| 2024-07-01 | 17.294219562848700 |
| 2024-08-01 | 17.193460620221600 |
| 2024-09-01 | 17.154359376563200 |
| 2024-10-01 | 16.507449519677998 |
| 2024-11-01 | 17.937389742810602 |
