Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-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 2026-06-01 |
| Last Updated | 2026-07-22 10:37 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 | 43.2778763223895 |
| 1990-02-01 | 43.2175319065185 |
| 1990-03-01 | 43.2068983466399 |
| 1990-04-01 | 42.5831267380306 |
| 1990-05-01 | 42.8297487855245 |
| 1990-06-01 | 43.3764398497664 |
| 1990-07-01 | 44.7687796251027 |
| 1990-08-01 | 43.9671485363647 |
| 1990-09-01 | 43.4663521576564 |
| 1990-10-01 | 43.6304628360885 |
| 1990-11-01 | 43.8885568997314 |
| 1990-12-01 | 44.0063718414049 |
| 1991-01-01 | 43.6740431721182 |
| 1991-02-01 | 43.7299937397864 |
| 1991-03-01 | 43.6655816618015 |
| 1991-04-01 | 44.1963201310154 |
| 1991-05-01 | 44.4797306528122 |
| 1991-06-01 | 44.4093095350337 |
| 1991-07-01 | 43.9136355293635 |
| 1991-08-01 | 43.6265339827041 |
| 1991-09-01 | 43.4623488966000 |
| 1991-10-01 | 42.6242595970029 |
| 1991-11-01 | 42.7784811174408 |
| 1991-12-01 | 42.8815743116404 |
| 1992-01-01 | 42.6559251993137 |
| 1992-02-01 | 42.4188459193605 |
| 1992-03-01 | 42.1023735694535 |
| 1992-04-01 | 42.1491437843238 |
| 1992-05-01 | 42.3737215403463 |
| 1992-06-01 | 42.1111554090860 |
| 1992-07-01 | 42.2850538883234 |
| 1992-08-01 | 42.0654533481739 |
| 1992-09-01 | 42.4642467306787 |
| 1992-10-01 | 42.4402939744007 |
| 1992-11-01 | 42.4383560658346 |
| 1992-12-01 | 41.9115381298809 |
| 1993-01-01 | 43.2003275327728 |
| 1993-02-01 | 43.3540125875416 |
| 1993-03-01 | 43.5043642202686 |
| 1993-04-01 | 44.3462153808097 |
| 1993-05-01 | 44.2387303812957 |
| 1993-06-01 | 44.3761337322945 |
| 1993-07-01 | 45.3238341056984 |
| 1993-08-01 | 46.0547334837675 |
| 1993-09-01 | 45.9639940496045 |
| 1993-10-01 | 47.0191526477275 |
| 1993-11-01 | 47.1760868307797 |
| 1993-12-01 | 47.2076184596461 |
| 1994-01-01 | 46.1625759051109 |
| 1994-02-01 | 46.4263953575460 |
| 1994-03-01 | 47.2859775115981 |
| 1994-04-01 | 47.4814178397117 |
| 1994-05-01 | 47.6525133462821 |
| 1994-06-01 | 47.6515109986424 |
| 1994-07-01 | 47.1547863335865 |
| 1994-08-01 | 46.8303682863192 |
| 1994-09-01 | 47.5739089647218 |
| 1994-10-01 | 47.2869709042080 |
| 1994-11-01 | 48.0462669302609 |
| 1994-12-01 | 48.2807177053516 |
| 1995-01-01 | 49.1787924319927 |
| 1995-02-01 | 49.5620064932522 |
| 1995-03-01 | 50.2007694377521 |
| 1995-04-01 | 48.6963210038431 |
| 1995-05-01 | 49.2966153351356 |
| 1995-06-01 | 49.7517719487021 |
| 1995-07-01 | 50.0876263458392 |
| 1995-08-01 | 50.2798882466614 |
| 1995-09-01 | 51.0458737876757 |
| 1995-10-01 | 51.5466926233342 |
| 1995-11-01 | 51.4045256865923 |
| 1995-12-01 | 51.3094022807950 |
| 1996-01-01 | 54.5282354965726 |
| 1996-02-01 | 52.5134332651857 |
| 1996-03-01 | 51.9845131680424 |
| 1996-04-01 | 52.0916188509489 |
| 1996-05-01 | 52.5920054803690 |
| 1996-06-01 | 53.4118405563252 |
| 1996-07-01 | 56.8451701217211 |
| 1996-08-01 | 57.7990355810657 |
| 1996-09-01 | 58.5539179507547 |
| 1996-10-01 | 59.4664487928864 |
| 1996-11-01 | 61.2333267930657 |
| 1996-12-01 | 61.4245221061636 |
| 1997-01-01 | 59.5242018059205 |
| 1997-02-01 | 58.4880418036477 |
| 1997-03-01 | 59.2824506658502 |
| 1997-04-01 | 60.4226285095054 |
| 1997-05-01 | 61.3390927111072 |
| 1997-06-01 | 61.8063989516002 |
| 1997-07-01 | 64.3330429032029 |
| 1997-08-01 | 63.4270640053915 |
| 1997-09-01 | 63.9608282955534 |
| 1997-10-01 | 61.9098224010968 |
| 1997-11-01 | 61.4010563747322 |
| 1997-12-01 | 61.5950745495448 |
| 1998-01-01 | 62.3751413218213 |
| 1998-02-01 | 63.7117870994143 |
| 1998-03-01 | 64.3200799813817 |
| 1998-04-01 | 63.4429982097393 |
| 1998-05-01 | 63.1052053846007 |
| 1998-06-01 | 62.8397478806852 |
| 1998-07-01 | 62.0617953433872 |
| 1998-08-01 | 62.4865876478791 |
| 1998-09-01 | 62.4039020612346 |
| 1998-10-01 | 62.5183458228459 |
| 1998-11-01 | 63.3751117708183 |
| 1998-12-01 | 63.4067182007640 |
| 1999-01-01 | 63.2526739537955 |
| 1999-02-01 | 63.0834022453593 |
| 1999-03-01 | 63.6703413397625 |
| 1999-04-01 | 64.2391503363324 |
| 1999-05-01 | 63.8140827012038 |
| 1999-06-01 | 63.8581889987434 |
| 1999-07-01 | 64.6656187420844 |
| 1999-08-01 | 63.8902309458320 |
| 1999-09-01 | 64.0955496461469 |
| 1999-10-01 | 65.1355039387191 |
| 1999-11-01 | 65.1918431938580 |
| 1999-12-01 | 65.8323848193463 |
| 2000-01-01 | 66.6697837147160 |
| 2000-02-01 | 66.4982760706406 |
| 2000-03-01 | 66.4423256259075 |
| 2000-04-01 | 67.9121437239559 |
| 2000-05-01 | 67.9376934547561 |
| 2000-06-01 | 67.8093373576221 |
| 2000-07-01 | 67.5268275265978 |
| 2000-08-01 | 66.4962889981120 |
| 2000-09-01 | 67.5209647149989 |
| 2000-10-01 | 67.2150357479274 |
| 2000-11-01 | 67.4944909247929 |
| 2000-12-01 | 66.0821698141832 |
| 2001-01-01 | 63.7764884253479 |
| 2001-02-01 | 62.7979638509892 |
| 2001-03-01 | 61.8392607827223 |
| 2001-04-01 | 59.9153186419746 |
| 2001-05-01 | 59.4708618433630 |
| 2001-06-01 | 58.9778874735528 |
| 2001-07-01 | 57.6430797266031 |
| 2001-08-01 | 56.8549345833459 |
| 2001-09-01 | 56.2596558808463 |
| 2001-10-01 | 55.5893882958403 |
| 2001-11-01 | 54.9632160837333 |
| 2001-12-01 | 54.6591192420218 |
| 2002-01-01 | 54.9977462612112 |
| 2002-02-01 | 54.3219374796194 |
| 2002-03-01 | 54.6365757602774 |
| 2002-04-01 | 53.2590327530676 |
| 2002-05-01 | 53.1830577492165 |
| 2002-06-01 | 52.5780488752723 |
| 2002-07-01 | 52.1789619099070 |
| 2002-08-01 | 52.0131026311187 |
| 2002-09-01 | 52.0486540940437 |
| 2002-10-01 | 51.4248798389646 |
| 2002-11-01 | 51.2312034632115 |
| 2002-12-01 | 51.1650073806123 |
| 2003-01-01 | 50.8507513901010 |
| 2003-02-01 | 50.4743116297756 |
| 2003-03-01 | 50.2784276240802 |
| 2003-04-01 | 50.4061057693788 |
| 2003-05-01 | 50.0178538209438 |
| 2003-06-01 | 50.4530148124601 |
| 2003-07-01 | 52.1819597623422 |
| 2003-08-01 | 51.7565762591890 |
| 2003-09-01 | 51.5392814617328 |
| 2003-10-01 | 51.6975196423976 |
| 2003-11-01 | 51.9062200597569 |
| 2003-12-01 | 51.6427323068290 |
| 2004-01-01 | 52.5429304628897 |
| 2004-02-01 | 53.1344169525380 |
| 2004-03-01 | 52.7099112222450 |
| 2004-04-01 | 54.6644276950013 |
| 2004-05-01 | 54.8505477199410 |
| 2004-06-01 | 54.8364700631849 |
| 2004-07-01 | 53.1978771854239 |
| 2004-08-01 | 53.4405772481656 |
| 2004-09-01 | 53.5851344801976 |
| 2004-10-01 | 54.4790693387117 |
| 2004-11-01 | 54.5194657864891 |
| 2004-12-01 | 54.6555323378299 |
| 2005-01-01 | 54.8773690963008 |
| 2005-02-01 | 55.3268312819213 |
| 2005-03-01 | 55.0282400552383 |
| 2005-04-01 | 55.0050681312498 |
| 2005-05-01 | 54.4776747787511 |
| 2005-06-01 | 53.7864491085519 |
| 2005-07-01 | 54.1964340946205 |
| 2005-08-01 | 54.9433815870525 |
| 2005-09-01 | 55.5063024729927 |
| 2005-10-01 | 55.1288059358716 |
| 2005-11-01 | 55.5065147695644 |
| 2005-12-01 | 56.0283980634695 |
| 2006-01-01 | 56.0080257550313 |
| 2006-02-01 | 56.3798102292889 |
| 2006-03-01 | 56.7887649870488 |
| 2006-04-01 | 56.5904164663354 |
| 2006-05-01 | 57.6961574705917 |
| 2006-06-01 | 58.2747094343074 |
| 2006-07-01 | 59.0875744129603 |
| 2006-08-01 | 58.6718019482268 |
| 2006-09-01 | 58.0409723236558 |
| 2006-10-01 | 57.5981587220845 |
| 2006-11-01 | 57.7924362012540 |
| 2006-12-01 | 58.0145253788555 |
| 2007-01-01 | 58.1858113159429 |
| 2007-02-01 | 58.1535691021920 |
| 2007-03-01 | 58.2472716489809 |
| 2007-04-01 | 58.1519422362225 |
| 2007-05-01 | 58.4931337198194 |
| 2007-06-01 | 58.1788104120118 |
| 2007-07-01 | 58.7310620834296 |
| 2007-08-01 | 58.4895056676135 |
| 2007-09-01 | 58.5752293002173 |
| 2007-10-01 | 59.3753688195978 |
| 2007-11-01 | 59.4006235860556 |
| 2007-12-01 | 59.3726769179288 |
| 2008-01-01 | 58.7245099937731 |
| 2008-02-01 | 58.6492061548270 |
| 2008-03-01 | 57.7685815999863 |
| 2008-04-01 | 57.1338809197512 |
| 2008-05-01 | 56.3280113039886 |
| 2008-06-01 | 56.2735230539513 |
| 2008-07-01 | 55.7496157067442 |
| 2008-08-01 | 55.0928998702099 |
| 2008-09-01 | 54.5216865626593 |
| 2008-10-01 | 53.4632301443944 |
| 2008-11-01 | 52.7729970775254 |
| 2008-12-01 | 51.7867754460382 |
| 2009-01-01 | 51.1400917516588 |
| 2009-02-01 | 49.4052491501657 |
| 2009-03-01 | 48.4079211158568 |
| 2009-04-01 | 48.3211132311525 |
| 2009-05-01 | 47.6999438469474 |
| 2009-06-01 | 48.0013936295571 |
| 2009-07-01 | 47.7688077309235 |
| 2009-08-01 | 48.0105685935256 |
| 2009-09-01 | 47.6637885735559 |
| 2009-10-01 | 47.7083146048247 |
| 2009-11-01 | 47.4580085474607 |
| 2009-12-01 | 47.8660582456675 |
| 2010-01-01 | 44.3489606686427 |
| 2010-02-01 | 44.4964533720254 |
| 2010-03-01 | 44.4668507798469 |
| 2010-04-01 | 45.6877737678073 |
| 2010-05-01 | 45.7757382497372 |
| 2010-06-01 | 46.0430963163127 |
| 2010-07-01 | 45.9901673858174 |
| 2010-08-01 | 46.0348629681058 |
| 2010-09-01 | 46.3226468130321 |
| 2010-10-01 | 46.3176891447721 |
| 2010-11-01 | 46.8314168858589 |
| 2010-12-01 | 46.6994555195529 |
| 2011-01-01 | 46.6292760674635 |
| 2011-02-01 | 46.8337659058810 |
| 2011-03-01 | 47.1734490953824 |
| 2011-04-01 | 47.7215815935430 |
| 2011-05-01 | 47.7298569261543 |
| 2011-06-01 | 47.8741725388291 |
| 2011-07-01 | 47.8915696831395 |
| 2011-08-01 | 47.8023340153272 |
| 2011-09-01 | 48.1505469625382 |
| 2011-10-01 | 48.7387149438585 |
| 2011-11-01 | 48.6802565425642 |
| 2011-12-01 | 48.6793300586749 |
| 2012-01-01 | 49.9196477604100 |
| 2012-02-01 | 49.5241416681404 |
| 2012-03-01 | 49.8505398300986 |
| 2012-04-01 | 49.8971319728365 |
| 2012-05-01 | 50.1733372964573 |
| 2012-06-01 | 50.0456192221774 |
| 2012-07-01 | 50.1441776027432 |
| 2012-08-01 | 50.8379896784513 |
| 2012-09-01 | 51.3808434995561 |
| 2012-10-01 | 52.1597488942265 |
| 2012-11-01 | 52.7216732675837 |
| 2012-12-01 | 53.2323619862256 |
| 2013-01-01 | 53.2067730248923 |
| 2013-02-01 | 53.1928273420159 |
| 2013-03-01 | 52.9365666394198 |
| 2013-04-01 | 53.0302661072455 |
| 2013-05-01 | 53.1515060221211 |
| 2013-06-01 | 52.3264992364850 |
| 2013-07-01 | 53.2559138440706 |
| 2013-08-01 | 53.5324213345979 |
| 2013-09-01 | 53.4937889372963 |
| 2013-10-01 | 53.2641891539293 |
| 2013-11-01 | 52.9721005192504 |
| 2013-12-01 | 52.4981615786887 |
| 2014-01-01 | 53.4058593926822 |
| 2014-02-01 | 53.8945670706114 |
| 2014-03-01 | 54.1298138610513 |
| 2014-04-01 | 54.3396831719536 |
| 2014-05-01 | 55.3985883794862 |
| 2014-06-01 | 54.8051103386395 |
| 2014-07-01 | 54.2011235275122 |
| 2014-08-01 | 54.7829300148707 |
| 2014-09-01 | 54.8551912738115 |
| 2014-10-01 | 54.8275345742169 |
| 2014-11-01 | 55.1031604946843 |
| 2014-12-01 | 55.4333890581793 |
| 2015-01-01 | 55.9098945283972 |
| 2015-02-01 | 56.0709537858098 |
| 2015-03-01 | 56.5704972843713 |
| 2015-04-01 | 57.5075411670521 |
| 2015-05-01 | 56.6729781501728 |
| 2015-06-01 | 56.3911810388785 |
| 2015-07-01 | 56.6453114520919 |
| 2015-08-01 | 56.6019435116042 |
| 2015-09-01 | 56.5575398753340 |
| 2015-10-01 | 56.9589178317296 |
| 2015-11-01 | 57.3564229034890 |
| 2015-12-01 | 57.6396985966954 |
| 2016-01-01 | 57.8377131308988 |
| 2016-02-01 | 57.8651551139570 |
| 2016-03-01 | 57.9357618498285 |
| 2016-04-01 | 59.0235200963899 |
| 2016-05-01 | 58.4850573470685 |
| 2016-06-01 | 59.0631185809250 |
| 2016-07-01 | 59.2119537463827 |
| 2016-08-01 | 59.4155502842021 |
| 2016-09-01 | 59.6422953353457 |
| 2016-10-01 | 59.7108165900657 |
| 2016-11-01 | 60.0476905009049 |
| 2016-12-01 | 59.6957675098106 |
| 2017-01-01 | 60.2527073486281 |
| 2017-02-01 | 60.5660533528201 |
| 2017-03-01 | 61.8939054103382 |
| 2017-04-01 | 60.4867957291252 |
| 2017-05-01 | 60.5293975514720 |
| 2017-06-01 | 60.6536147416222 |
| 2017-07-01 | 61.0320180271335 |
| 2017-08-01 | 60.5843923837731 |
| 2017-09-01 | 60.5969743276625 |
| 2017-10-01 | 60.9071919983227 |
| 2017-11-01 | 59.3363903555872 |
| 2017-12-01 | 59.3257348814316 |
| 2018-01-01 | 59.2946730065910 |
| 2018-02-01 | 59.4572122603583 |
| 2018-03-01 | 60.0813682525056 |
| 2018-04-01 | 60.0545383600955 |
| 2018-05-01 | 60.7807157355008 |
| 2018-06-01 | 60.3238390645330 |
| 2018-07-01 | 60.3785285807734 |
| 2018-08-01 | 61.0196114749326 |
| 2018-09-01 | 61.4072545562881 |
| 2018-10-01 | 60.7547057704032 |
| 2018-11-01 | 60.8256309600691 |
| 2018-12-01 | 61.3265679590410 |
| 2019-01-01 | 59.8173618648436 |
| 2019-02-01 | 59.0385325176617 |
| 2019-03-01 | 59.9585994129495 |
| 2019-04-01 | 60.2189660219554 |
| 2019-05-01 | 60.0104489320971 |
| 2019-06-01 | 60.8093724887661 |
| 2019-07-01 | 60.3557674199434 |
| 2019-08-01 | 60.8822595332550 |
| 2019-09-01 | 60.9032697569918 |
| 2019-10-01 | 61.0730927258734 |
| 2019-11-01 | 62.0685991185620 |
| 2019-12-01 | 62.4445523398507 |
| 2020-01-01 | 62.3756301093241 |
| 2020-02-01 | 62.2759886873108 |
| 2020-03-01 | 61.7120845197084 |
| 2020-04-01 | 50.8548554845767 |
| 2020-05-01 | 51.3279937587525 |
| 2020-06-01 | 52.4028987709218 |
| 2020-07-01 | 53.0972350528109 |
| 2020-08-01 | 53.2232709175691 |
| 2020-09-01 | 52.6380620902939 |
| 2020-10-01 | 54.6076752963673 |
| 2020-11-01 | 54.8805035449183 |
| 2020-12-01 | 55.3706778605181 |
| 2021-01-01 | 56.3498757327708 |
| 2021-02-01 | 56.6871944641100 |
| 2021-03-01 | 57.2401601423357 |
| 2021-04-01 | 57.5006499780489 |
| 2021-05-01 | 58.0027622439512 |
| 2021-06-01 | 57.3364815078638 |
| 2021-07-01 | 57.8179426798085 |
| 2021-08-01 | 57.9183040374842 |
| 2021-09-01 | 57.8253282408752 |
| 2021-10-01 | 59.5640800728183 |
| 2021-11-01 | 61.2426445472116 |
| 2021-12-01 | 59.7497240028847 |
| 2022-01-01 | 59.8746048337018 |
| 2022-02-01 | 60.0445048775211 |
| 2022-03-01 | 60.0471863484286 |
| 2022-04-01 | 59.1749830138016 |
| 2022-05-01 | 59.2508970837270 |
| 2022-06-01 | 59.5636133595997 |
| 2022-07-01 | 58.5848236874951 |
| 2022-08-01 | 58.6448645916578 |
| 2022-09-01 | 57.9612531990315 |
| 2022-10-01 | 57.8519518572838 |
| 2022-11-01 | 56.8729974657476 |
| 2022-12-01 | 56.7146014207546 |
| 2023-01-01 | 55.7352192484839 |
| 2023-02-01 | 55.8099760759332 |
| 2023-03-01 | 55.8029634849777 |
| 2023-04-01 | 56.3941623783107 |
| 2023-05-01 | 55.8293389031156 |
| 2023-06-01 | 55.7353082369450 |
| 2023-07-01 | 56.1632214771735 |
| 2023-08-01 | 56.1612208958405 |
| 2023-09-01 | 56.5017078682802 |
| 2023-10-01 | 55.6893146536362 |
| 2023-11-01 | 56.2374917669403 |
| 2023-12-01 | 56.0393943202062 |
| 2024-01-01 | 56.5585849669524 |
| 2024-02-01 | 56.2426949355933 |
| 2024-03-01 | 56.1171265974485 |
| 2024-04-01 | 56.6268420711087 |
| 2024-05-01 | 56.8390012221799 |
| 2024-06-01 | 56.4816708437429 |
| 2024-07-01 | 56.7426397474727 |
| 2024-08-01 | 56.9651710460765 |
| 2024-09-01 | 56.5933669786470 |
| 2024-10-01 | 56.8991608179835 |
| 2024-11-01 | 57.1374596393272 |
| 2024-12-01 | 56.4413557967380 |
| 2025-01-01 | 57.8840963398601 |
| 2025-02-01 | 57.5817983933125 |
| 2025-03-01 | 57.6785169064548 |
| 2025-04-01 | 57.6206169930578 |
| 2025-05-01 | 57.3846537999275 |
| 2025-06-01 | 56.9609322224886 |
| 2025-07-01 | 57.7264982882541 |
| 2025-08-01 | 56.9794735869925 |
| 2025-09-01 | 56.9742083361748 |
| 2025-10-01 | 57.0837285136861 |
| 2025-11-01 | 57.0347055461483 |
| 2025-12-01 | 57.2382599390959 |
| 2026-01-01 | 57.0945910628604 |
| 2026-02-01 | 57.2302428572120 |
| 2026-03-01 | 57.7181106817433 |
| 2026-04-01 | 56.8620998721289 |
| 2026-05-01 | 56.5202757802086 |
| 2026-06-01 | 56.9279751699052 |