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 2025-12-01 |
| Last Updated | 2026-01-28 3:29 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 | 43.2780818345512 |
| 1990-02-01 | 43.2155845429952 |
| 1990-03-01 | 43.2027127819071 |
| 1990-04-01 | 42.5918997105198 |
| 1990-05-01 | 42.8251554007442 |
| 1990-06-01 | 43.3734599453491 |
| 1990-07-01 | 44.7669678890785 |
| 1990-08-01 | 43.9653418121349 |
| 1990-09-01 | 43.4625025012483 |
| 1990-10-01 | 43.6460595457955 |
| 1990-11-01 | 43.8865782417028 |
| 1990-12-01 | 44.0025856533478 |
| 1991-01-01 | 43.6783147634689 |
| 1991-02-01 | 43.7271285048372 |
| 1991-03-01 | 43.6611201978412 |
| 1991-04-01 | 44.2045123510349 |
| 1991-05-01 | 44.4754339136476 |
| 1991-06-01 | 44.4064992347064 |
| 1991-07-01 | 43.9118717123165 |
| 1991-08-01 | 43.6246970498856 |
| 1991-09-01 | 43.4583836631951 |
| 1991-10-01 | 42.6376046747391 |
| 1991-11-01 | 42.7764608080556 |
| 1991-12-01 | 42.8775844860267 |
| 1992-01-01 | 42.6642766969767 |
| 1992-02-01 | 42.4158628698130 |
| 1992-03-01 | 42.0986311981671 |
| 1992-04-01 | 42.1537455801254 |
| 1992-05-01 | 42.3707578109152 |
| 1992-06-01 | 42.1090594598795 |
| 1992-07-01 | 42.2834594719159 |
| 1992-08-01 | 42.0635113078031 |
| 1992-09-01 | 42.4600854671468 |
| 1992-10-01 | 42.4513577868743 |
| 1992-11-01 | 42.4361202689568 |
| 1992-12-01 | 41.9076790918279 |
| 1993-01-01 | 43.2124597392064 |
| 1993-02-01 | 43.3510989691077 |
| 1993-03-01 | 43.5010665328357 |
| 1993-04-01 | 44.3478807367050 |
| 1993-05-01 | 44.2367024797713 |
| 1993-06-01 | 44.3742924051109 |
| 1993-07-01 | 45.3224164999951 |
| 1993-08-01 | 46.0529992769415 |
| 1993-09-01 | 45.9604057428023 |
| 1993-10-01 | 47.0265813357731 |
| 1993-11-01 | 47.1746135882892 |
| 1993-12-01 | 47.2045853739568 |
| 1994-01-01 | 46.1752449470950 |
| 1994-02-01 | 46.4246300004858 |
| 1994-03-01 | 47.2833954009820 |
| 1994-04-01 | 47.4805698221289 |
| 1994-05-01 | 47.6511378289962 |
| 1994-06-01 | 47.6500553256605 |
| 1994-07-01 | 47.1537604268009 |
| 1994-08-01 | 46.8291979576621 |
| 1994-09-01 | 47.5710911887585 |
| 1994-10-01 | 47.2906825163976 |
| 1994-11-01 | 48.0452984801690 |
| 1994-12-01 | 48.2784550557295 |
| 1995-01-01 | 49.1913871454902 |
| 1995-02-01 | 49.5606941854325 |
| 1995-03-01 | 50.1983690519074 |
| 1995-04-01 | 48.6950539891994 |
| 1995-05-01 | 49.2954084571698 |
| 1995-06-01 | 49.7503176295754 |
| 1995-07-01 | 50.0869960767214 |
| 1995-08-01 | 50.2795107063412 |
| 1995-09-01 | 51.0445308567539 |
| 1995-10-01 | 51.5469354951444 |
| 1995-11-01 | 51.4047514885677 |
| 1995-12-01 | 51.3088175003644 |
| 1996-01-01 | 54.5367876589899 |
| 1996-02-01 | 52.5134107272070 |
| 1996-03-01 | 51.9829550750805 |
| 1996-04-01 | 52.0900210965117 |
| 1996-05-01 | 52.5909603906168 |
| 1996-06-01 | 53.4106994388666 |
| 1996-07-01 | 56.8448227992959 |
| 1996-08-01 | 57.7989636260837 |
| 1996-09-01 | 58.5530866441698 |
| 1996-10-01 | 59.4665538229015 |
| 1996-11-01 | 61.2337586776405 |
| 1996-12-01 | 61.4251484862153 |
| 1997-01-01 | 59.5274772649741 |
| 1997-02-01 | 58.4890779248545 |
| 1997-03-01 | 59.2817405794370 |
| 1997-04-01 | 60.4208857758108 |
| 1997-05-01 | 61.3382697903120 |
| 1997-06-01 | 61.8055184382982 |
| 1997-07-01 | 64.3329542732274 |
| 1997-08-01 | 63.4271939496324 |
| 1997-09-01 | 63.9607126769195 |
| 1997-10-01 | 61.9098706220884 |
| 1997-11-01 | 61.4017833213120 |
| 1997-12-01 | 61.5964653326265 |
| 1998-01-01 | 62.3734004250485 |
| 1998-02-01 | 63.7137459350553 |
| 1998-03-01 | 64.3200790884769 |
| 1998-04-01 | 63.4418798432387 |
| 1998-05-01 | 63.1046389123230 |
| 1998-06-01 | 62.8393615500560 |
| 1998-07-01 | 62.0618111924048 |
| 1998-08-01 | 62.4867963295974 |
| 1998-09-01 | 62.4039484947404 |
| 1998-10-01 | 62.5185041640180 |
| 1998-11-01 | 63.3755058077832 |
| 1998-12-01 | 63.4072825562135 |
| 1999-01-01 | 63.2514716954229 |
| 1999-02-01 | 63.0842981367243 |
| 1999-03-01 | 63.6704024930007 |
| 1999-04-01 | 64.2386461548280 |
| 1999-05-01 | 63.8138317965791 |
| 1999-06-01 | 63.8580430205501 |
| 1999-07-01 | 64.6656593342727 |
| 1999-08-01 | 63.8903739498235 |
| 1999-09-01 | 64.0956147005982 |
| 1999-10-01 | 65.1356270049137 |
| 1999-11-01 | 65.1919533799158 |
| 1999-12-01 | 65.8323880307885 |
| 2000-01-01 | 66.6695704823518 |
| 2000-02-01 | 66.4985425000978 |
| 2000-03-01 | 66.4423556811519 |
| 2000-04-01 | 67.9118224082295 |
| 2000-05-01 | 67.9376803548119 |
| 2000-06-01 | 67.8093345330003 |
| 2000-07-01 | 67.5267938883391 |
| 2000-08-01 | 66.4963394516437 |
| 2000-09-01 | 67.5209794341183 |
| 2000-10-01 | 67.2150964230895 |
| 2000-11-01 | 67.4945292088534 |
| 2000-12-01 | 66.0821313352663 |
| 2001-01-01 | 63.7765159357547 |
| 2001-02-01 | 62.7979928032928 |
| 2001-03-01 | 61.8393652306233 |
| 2001-04-01 | 59.9151141353745 |
| 2001-05-01 | 59.4708711848830 |
| 2001-06-01 | 58.9778829876338 |
| 2001-07-01 | 57.6430780306664 |
| 2001-08-01 | 56.8549439630432 |
| 2001-09-01 | 56.2596703462996 |
| 2001-10-01 | 55.5894079474504 |
| 2001-11-01 | 54.9632318309173 |
| 2001-12-01 | 54.6590845467903 |
| 2002-01-01 | 54.9977710107287 |
| 2002-02-01 | 54.3219636074073 |
| 2002-03-01 | 54.6366090730048 |
| 2002-04-01 | 53.2589183344975 |
| 2002-05-01 | 53.1830751297427 |
| 2002-06-01 | 52.5780625527859 |
| 2002-07-01 | 52.1789648782381 |
| 2002-08-01 | 52.0131148147642 |
| 2002-09-01 | 52.0486662940906 |
| 2002-10-01 | 51.4248881921298 |
| 2002-11-01 | 51.2312031612798 |
| 2002-12-01 | 51.1649760637702 |
| 2003-01-01 | 50.8507511500493 |
| 2003-02-01 | 50.4743116505813 |
| 2003-03-01 | 50.2784381658069 |
| 2003-04-01 | 50.4060851271108 |
| 2003-05-01 | 50.0178662416664 |
| 2003-06-01 | 50.4530326950566 |
| 2003-07-01 | 52.1819646141751 |
| 2003-08-01 | 51.7565788774824 |
| 2003-09-01 | 51.5392796729858 |
| 2003-10-01 | 51.6975118527157 |
| 2003-11-01 | 51.9062079365418 |
| 2003-12-01 | 51.6427132123782 |
| 2004-01-01 | 52.5429264461750 |
| 2004-02-01 | 53.1344107667109 |
| 2004-03-01 | 52.7099105299819 |
| 2004-04-01 | 54.6644936583617 |
| 2004-05-01 | 54.8505555184696 |
| 2004-06-01 | 54.8364912622831 |
| 2004-07-01 | 53.1978815497945 |
| 2004-08-01 | 53.4405607429336 |
| 2004-09-01 | 53.5850960950586 |
| 2004-10-01 | 54.4790153011291 |
| 2004-11-01 | 54.5194225828913 |
| 2004-12-01 | 54.6555284406026 |
| 2005-01-01 | 54.8773891973608 |
| 2005-02-01 | 55.3268613728366 |
| 2005-03-01 | 55.0282666364490 |
| 2005-04-01 | 55.0051933948721 |
| 2005-05-01 | 54.4777063653536 |
| 2005-06-01 | 53.7864799114704 |
| 2005-07-01 | 54.1964375929164 |
| 2005-08-01 | 54.9433244240092 |
| 2005-09-01 | 55.5061891670090 |
| 2005-10-01 | 55.1286569820439 |
| 2005-11-01 | 55.5063781623037 |
| 2005-12-01 | 56.0283260043165 |
| 2006-01-01 | 56.0082342075340 |
| 2006-02-01 | 56.3799903033482 |
| 2006-03-01 | 56.7887991154252 |
| 2006-04-01 | 56.5906001076049 |
| 2006-05-01 | 57.6962208058365 |
| 2006-06-01 | 58.2747925656240 |
| 2006-07-01 | 59.0875950424560 |
| 2006-08-01 | 58.6716461958468 |
| 2006-09-01 | 58.0407674295781 |
| 2006-10-01 | 57.5978722773759 |
| 2006-11-01 | 57.7920793995833 |
| 2006-12-01 | 58.0141147451308 |
| 2007-01-01 | 58.1865321372494 |
| 2007-02-01 | 58.1540634689869 |
| 2007-03-01 | 58.2472936433140 |
| 2007-04-01 | 58.1522185309489 |
| 2007-05-01 | 58.4932408668354 |
| 2007-06-01 | 58.1789159905215 |
| 2007-07-01 | 58.7310682720120 |
| 2007-08-01 | 58.4892415936456 |
| 2007-09-01 | 58.5749172809313 |
| 2007-10-01 | 59.3749153482951 |
| 2007-11-01 | 59.4000186379317 |
| 2007-12-01 | 59.3719084711400 |
| 2008-01-01 | 58.7257596718575 |
| 2008-02-01 | 58.6500448761043 |
| 2008-03-01 | 57.7686181502198 |
| 2008-04-01 | 57.1342260568121 |
| 2008-05-01 | 56.3281397714215 |
| 2008-06-01 | 56.2736374991929 |
| 2008-07-01 | 55.7495944934633 |
| 2008-08-01 | 55.0925612325580 |
| 2008-09-01 | 54.5213246184398 |
| 2008-10-01 | 53.4627110016310 |
| 2008-11-01 | 52.7722782033960 |
| 2008-12-01 | 51.7858294716424 |
| 2009-01-01 | 51.1415817961953 |
| 2009-02-01 | 49.4061412034666 |
| 2009-03-01 | 48.4079940143162 |
| 2009-04-01 | 48.3214445695108 |
| 2009-05-01 | 47.7000668774931 |
| 2009-06-01 | 48.0014566054733 |
| 2009-07-01 | 47.7687542432436 |
| 2009-08-01 | 48.0102429591169 |
| 2009-09-01 | 47.6634418361722 |
| 2009-10-01 | 47.7078205742717 |
| 2009-11-01 | 47.4573354585782 |
| 2009-12-01 | 47.8650834872331 |
| 2010-01-01 | 44.3503620722301 |
| 2010-02-01 | 44.4972826206036 |
| 2010-03-01 | 44.4669467710131 |
| 2010-04-01 | 45.6880798162390 |
| 2010-05-01 | 45.7758368819741 |
| 2010-06-01 | 46.0431312092324 |
| 2010-07-01 | 45.9901106458220 |
| 2010-08-01 | 46.0345640112627 |
| 2010-09-01 | 46.3223496679508 |
| 2010-10-01 | 46.3172710520669 |
| 2010-11-01 | 46.8308180334277 |
| 2010-12-01 | 46.6984435480261 |
| 2011-01-01 | 46.6307053316776 |
| 2011-02-01 | 46.8345284139352 |
| 2011-03-01 | 47.1735621685627 |
| 2011-04-01 | 47.7218588575847 |
| 2011-05-01 | 47.7299419988414 |
| 2011-06-01 | 47.8741549607370 |
| 2011-07-01 | 47.8915236457525 |
| 2011-08-01 | 47.8021020730049 |
| 2011-09-01 | 48.1503136034172 |
| 2011-10-01 | 48.7383884770232 |
| 2011-11-01 | 48.6798181618097 |
| 2011-12-01 | 48.6784453223141 |
| 2012-01-01 | 49.9207534555409 |
| 2012-02-01 | 49.5246961347043 |
| 2012-03-01 | 49.8506828061371 |
| 2012-04-01 | 49.8973684735141 |
| 2012-05-01 | 50.1734056212431 |
| 2012-06-01 | 50.0455842666350 |
| 2012-07-01 | 50.1441756362225 |
| 2012-08-01 | 50.8378640235211 |
| 2012-09-01 | 51.3807089507477 |
| 2012-10-01 | 52.1595278138029 |
| 2012-11-01 | 52.7213645036916 |
| 2012-12-01 | 53.2316215624294 |
| 2013-01-01 | 53.2074348828960 |
| 2013-02-01 | 53.1930932343833 |
| 2013-03-01 | 52.9366952707307 |
| 2013-04-01 | 53.0305936489010 |
| 2013-05-01 | 53.1515386720687 |
| 2013-06-01 | 52.3264547310020 |
| 2013-07-01 | 53.2559926400306 |
| 2013-08-01 | 53.5324117953485 |
| 2013-09-01 | 53.4937531306294 |
| 2013-10-01 | 53.2641175018451 |
| 2013-11-01 | 52.9720288219341 |
| 2013-12-01 | 52.4972461865812 |
| 2014-01-01 | 53.4061550685531 |
| 2014-02-01 | 53.8946616748881 |
| 2014-03-01 | 54.1299092980856 |
| 2014-04-01 | 54.3401309324281 |
| 2014-05-01 | 55.3986034376515 |
| 2014-06-01 | 54.8051179249364 |
| 2014-07-01 | 54.2012919233553 |
| 2014-08-01 | 54.7830393454477 |
| 2014-09-01 | 54.8552968449062 |
| 2014-10-01 | 54.8275580189897 |
| 2014-11-01 | 55.1031822858918 |
| 2014-12-01 | 55.4319748682346 |
| 2015-01-01 | 55.9099958327684 |
| 2015-02-01 | 56.0709346308677 |
| 2015-03-01 | 56.5705280346217 |
| 2015-04-01 | 57.5081995332756 |
| 2015-05-01 | 56.6730839324608 |
| 2015-06-01 | 56.3913335660113 |
| 2015-07-01 | 56.6456239372203 |
| 2015-08-01 | 56.6021693546346 |
| 2015-09-01 | 56.5578293427959 |
| 2015-10-01 | 56.9589959184824 |
| 2015-11-01 | 57.3565126970613 |
| 2015-12-01 | 57.6374652161159 |
| 2016-01-01 | 57.8374591072514 |
| 2016-02-01 | 57.8650704694934 |
| 2016-03-01 | 57.9356737095181 |
| 2016-04-01 | 59.0243220415683 |
| 2016-05-01 | 58.4855462729249 |
| 2016-06-01 | 59.0637381154536 |
| 2016-07-01 | 59.2126078434221 |
| 2016-08-01 | 59.4160131949997 |
| 2016-09-01 | 59.6427753207140 |
| 2016-10-01 | 59.7107226872717 |
| 2016-11-01 | 60.0474195817293 |
| 2016-12-01 | 59.6928602894513 |
| 2017-01-01 | 60.2518665643478 |
| 2017-02-01 | 60.5654077488352 |
| 2017-03-01 | 61.8927821253409 |
| 2017-04-01 | 60.4888362128165 |
| 2017-05-01 | 60.5308843206195 |
| 2017-06-01 | 60.6551102027190 |
| 2017-07-01 | 61.0335217766430 |
| 2017-08-01 | 60.5854749830735 |
| 2017-09-01 | 60.5968752513651 |
| 2017-10-01 | 60.9065401327477 |
| 2017-11-01 | 59.3351744405213 |
| 2017-12-01 | 59.3214332015600 |
| 2018-01-01 | 59.2928549981103 |
| 2018-02-01 | 59.4562431297487 |
| 2018-03-01 | 60.0800522644561 |
| 2018-04-01 | 60.0585253828887 |
| 2018-05-01 | 60.7840733106650 |
| 2018-06-01 | 60.3266320810858 |
| 2018-07-01 | 60.3807894983936 |
| 2018-08-01 | 61.0216007129128 |
| 2018-09-01 | 61.4058975338072 |
| 2018-10-01 | 60.7546513389699 |
| 2018-11-01 | 60.8184359335394 |
| 2018-12-01 | 61.3213996151407 |
| 2019-01-01 | 59.8137328243979 |
| 2019-02-01 | 59.0365740999272 |
| 2019-03-01 | 59.9577299128718 |
| 2019-04-01 | 60.2281977661463 |
| 2019-05-01 | 60.0176487404936 |
| 2019-06-01 | 60.8149473419029 |
| 2019-07-01 | 60.3596562700967 |
| 2019-08-01 | 60.8857806165550 |
| 2019-09-01 | 60.9007790738968 |
| 2019-10-01 | 61.0712783429981 |
| 2019-11-01 | 62.0507445455796 |
| 2019-12-01 | 62.4342477950284 |
| 2020-01-01 | 62.3669228630487 |
| 2020-02-01 | 62.2687098123794 |
| 2020-03-01 | 61.7081024886631 |
| 2020-04-01 | 50.8864768285290 |
| 2020-05-01 | 51.3359037139276 |
| 2020-06-01 | 52.4121741919063 |
| 2020-07-01 | 53.1050609671903 |
| 2020-08-01 | 53.2280606508673 |
| 2020-09-01 | 52.6317218535516 |
| 2020-10-01 | 54.6070602679878 |
| 2020-11-01 | 54.8429110485873 |
| 2020-12-01 | 55.3450566929073 |
| 2021-01-01 | 56.3456034550458 |
| 2021-02-01 | 56.6705994634177 |
| 2021-03-01 | 57.2266996842321 |
| 2021-04-01 | 57.5793302788585 |
| 2021-05-01 | 58.0257489021484 |
| 2021-06-01 | 57.3569404970460 |
| 2021-07-01 | 57.8310567828639 |
| 2021-08-01 | 57.9278453489836 |
| 2021-09-01 | 57.8190112851973 |
| 2021-10-01 | 59.5606366142076 |
| 2021-11-01 | 61.1601167500283 |
| 2021-12-01 | 59.6667002127166 |
| 2022-01-01 | 59.8802991957617 |
| 2022-02-01 | 60.0433892294022 |
| 2022-03-01 | 60.0048458731304 |
| 2022-04-01 | 59.3219818186711 |
| 2022-05-01 | 59.3091871956367 |
| 2022-06-01 | 59.5666259240236 |
| 2022-07-01 | 58.6240310984683 |
| 2022-08-01 | 58.6722960713218 |
| 2022-09-01 | 57.9465615860697 |
| 2022-10-01 | 57.8406572242504 |
| 2022-11-01 | 56.7337987995906 |
| 2022-12-01 | 56.5657513499182 |
| 2023-01-01 | 55.7558904893910 |
| 2023-02-01 | 55.8540050592625 |
| 2023-03-01 | 55.7396768542662 |
| 2023-04-01 | 56.6005375452659 |
| 2023-05-01 | 55.9111783523090 |
| 2023-06-01 | 55.7135567620310 |
| 2023-07-01 | 56.2348686422001 |
| 2023-08-01 | 56.2026236488523 |
| 2023-09-01 | 56.4727518728041 |
| 2023-10-01 | 55.6660511233799 |
| 2023-11-01 | 56.0363982965168 |
| 2023-12-01 | 55.8089580191253 |
| 2024-01-01 | 56.6003601061024 |
| 2024-02-01 | 56.3563892721258 |
| 2024-03-01 | 56.0523750773599 |
| 2024-04-01 | 56.4916960163921 |
| 2024-05-01 | 56.5303745716828 |
| 2024-06-01 | 56.1202634655068 |
| 2024-07-01 | 56.6551545443780 |
| 2024-08-01 | 56.7231882441413 |
| 2024-09-01 | 56.1410729232082 |
| 2024-10-01 | 55.4902601714153 |
| 2024-11-01 | 56.6747689179295 |
| 2024-12-01 | 56.9285874518833 |
| 2025-01-01 | 56.7373636696110 |
| 2025-02-01 | 56.1451225446524 |
| 2025-03-01 | 56.3149037906855 |
| 2025-04-01 | 55.7142099308055 |
| 2025-05-01 | 55.0674203416092 |
| 2025-06-01 | 54.9654708720195 |
| 2025-07-01 | 54.5562987861485 |
| 2025-08-01 | 54.2567351974237 |
| 2025-09-01 | 54.4106719505407 |
| 2025-10-01 | 54.4845428358085 |
| 2025-11-01 | 54.4684248695212 |
| 2025-12-01 | 54.4069924860823 |