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 2026-01-01 |
| Last Updated | 2026-04-10 2:58 PM 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 | 43.2779158010673 |
| 1990-02-01 | 43.2175683107282 |
| 1990-03-01 | 43.2069245200159 |
| 1990-04-01 | 42.5831409872518 |
| 1990-05-01 | 42.8297617982376 |
| 1990-06-01 | 43.3764493127440 |
| 1990-07-01 | 44.7687736307237 |
| 1990-08-01 | 43.9671429844648 |
| 1990-09-01 | 43.4663190357031 |
| 1990-10-01 | 43.6303618845368 |
| 1990-11-01 | 43.8885495662747 |
| 1990-12-01 | 44.0063429261157 |
| 1991-01-01 | 43.6741717266187 |
| 1991-02-01 | 43.7300126288284 |
| 1991-03-01 | 43.6655981412690 |
| 1991-04-01 | 44.1963386193172 |
| 1991-05-01 | 44.4797460841046 |
| 1991-06-01 | 44.4093199484751 |
| 1991-07-01 | 43.9136246649058 |
| 1991-08-01 | 43.6265078282911 |
| 1991-09-01 | 43.4622982638474 |
| 1991-10-01 | 42.6241568111570 |
| 1991-11-01 | 42.7784617922642 |
| 1991-12-01 | 42.8815399876818 |
| 1992-01-01 | 42.6561517786335 |
| 1992-02-01 | 42.4188655142422 |
| 1992-03-01 | 42.1023757778118 |
| 1992-04-01 | 42.1491531517083 |
| 1992-05-01 | 42.3737490615157 |
| 1992-06-01 | 42.1111700885496 |
| 1992-07-01 | 42.2850321762030 |
| 1992-08-01 | 42.0653910323989 |
| 1992-09-01 | 42.4641718404928 |
| 1992-10-01 | 42.4401782081387 |
| 1992-11-01 | 42.4383026485055 |
| 1992-12-01 | 41.9114588200759 |
| 1993-01-01 | 43.2007878801196 |
| 1993-02-01 | 43.3539970110788 |
| 1993-03-01 | 43.5043375247487 |
| 1993-04-01 | 44.3462158960466 |
| 1993-05-01 | 44.2388009365852 |
| 1993-06-01 | 44.3762158973300 |
| 1993-07-01 | 45.3237310917012 |
| 1993-08-01 | 46.0546013155978 |
| 1993-09-01 | 45.9638836941467 |
| 1993-10-01 | 47.0190287423886 |
| 1993-11-01 | 47.1759841662197 |
| 1993-12-01 | 47.2074810929992 |
| 1994-01-01 | 46.1632644108851 |
| 1994-02-01 | 46.4263382817866 |
| 1994-03-01 | 47.2859478377951 |
| 1994-04-01 | 47.4814232342622 |
| 1994-05-01 | 47.6526441544482 |
| 1994-06-01 | 47.6516808233244 |
| 1994-07-01 | 47.1545789678973 |
| 1994-08-01 | 46.8301797647564 |
| 1994-09-01 | 47.5737773286011 |
| 1994-10-01 | 47.2868470023976 |
| 1994-11-01 | 48.0461121216526 |
| 1994-12-01 | 48.2805176124880 |
| 1995-01-01 | 49.1797139149777 |
| 1995-02-01 | 49.5618819707012 |
| 1995-03-01 | 50.2007411706479 |
| 1995-04-01 | 48.6963488019679 |
| 1995-05-01 | 49.2968016806646 |
| 1995-06-01 | 49.7520275697501 |
| 1995-07-01 | 50.0873060056446 |
| 1995-08-01 | 50.2796494622636 |
| 1995-09-01 | 51.0457298133672 |
| 1995-10-01 | 51.5465729746271 |
| 1995-11-01 | 51.4043469496952 |
| 1995-12-01 | 51.3091982270916 |
| 1996-01-01 | 54.5291895916235 |
| 1996-02-01 | 52.5132978910231 |
| 1996-03-01 | 51.9845176489361 |
| 1996-04-01 | 52.0916710102083 |
| 1996-05-01 | 52.5922255348073 |
| 1996-06-01 | 53.4121268328969 |
| 1996-07-01 | 56.8447833978064 |
| 1996-08-01 | 57.7987733962599 |
| 1996-09-01 | 58.5537768069104 |
| 1996-10-01 | 59.4663163442908 |
| 1996-11-01 | 61.2331217828648 |
| 1996-12-01 | 61.4242960369944 |
| 1997-01-01 | 59.5250966952701 |
| 1997-02-01 | 58.4878865355795 |
| 1997-03-01 | 59.2824646989068 |
| 1997-04-01 | 60.4227308249735 |
| 1997-05-01 | 61.3393304235671 |
| 1997-06-01 | 61.8067189202439 |
| 1997-07-01 | 64.3326165133453 |
| 1997-08-01 | 63.4268180363142 |
| 1997-09-01 | 63.9607132369701 |
| 1997-10-01 | 61.9097185423731 |
| 1997-11-01 | 61.4009030632697 |
| 1997-12-01 | 61.5949287146878 |
| 1998-01-01 | 62.3757354302293 |
| 1998-02-01 | 63.7116574799899 |
| 1998-03-01 | 64.3201253056593 |
| 1998-04-01 | 63.4431439679626 |
| 1998-05-01 | 63.1053783682810 |
| 1998-06-01 | 62.8399713119048 |
| 1998-07-01 | 62.0614913500657 |
| 1998-08-01 | 62.4864222615955 |
| 1998-09-01 | 62.4038303544759 |
| 1998-10-01 | 62.5182693170939 |
| 1998-11-01 | 63.3750094561421 |
| 1998-12-01 | 63.4066373795368 |
| 1999-01-01 | 63.2529971842065 |
| 1999-02-01 | 63.0833166597603 |
| 1999-03-01 | 63.6703717896909 |
| 1999-04-01 | 64.2393158092602 |
| 1999-05-01 | 63.8141729395684 |
| 1999-06-01 | 63.8583003061798 |
| 1999-07-01 | 64.6654396654529 |
| 1999-08-01 | 63.8901315740958 |
| 1999-09-01 | 64.0955045932965 |
| 1999-10-01 | 65.1354559720593 |
| 1999-11-01 | 65.1918016393320 |
| 1999-12-01 | 65.8323829106978 |
| 2000-01-01 | 66.6698508174799 |
| 2000-02-01 | 66.4982572132487 |
| 2000-03-01 | 66.4423469018890 |
| 2000-04-01 | 67.9122863001765 |
| 2000-05-01 | 67.9377206266387 |
| 2000-06-01 | 67.8093464942186 |
| 2000-07-01 | 67.5267787675318 |
| 2000-08-01 | 66.4962432527172 |
| 2000-09-01 | 67.5209381108354 |
| 2000-10-01 | 67.2150045458288 |
| 2000-11-01 | 67.4944767017158 |
| 2000-12-01 | 66.0821816784528 |
| 2001-01-01 | 63.7764903600148 |
| 2001-02-01 | 62.7979662582585 |
| 2001-03-01 | 61.8392486252832 |
| 2001-04-01 | 59.9154101188975 |
| 2001-05-01 | 59.4708608512986 |
| 2001-06-01 | 58.9778827677035 |
| 2001-07-01 | 57.6430692186614 |
| 2001-08-01 | 56.8549130612430 |
| 2001-09-01 | 56.2596437481127 |
| 2001-10-01 | 55.5893806269044 |
| 2001-11-01 | 54.9632128522586 |
| 2001-12-01 | 54.6591283906302 |
| 2002-01-01 | 54.9977429514983 |
| 2002-02-01 | 54.3219331038060 |
| 2002-03-01 | 54.6365668125579 |
| 2002-04-01 | 53.2590839336337 |
| 2002-05-01 | 53.1830514090988 |
| 2002-06-01 | 52.5780427628517 |
| 2002-07-01 | 52.1789574311212 |
| 2002-08-01 | 52.0130925079156 |
| 2002-09-01 | 52.0486494523177 |
| 2002-10-01 | 51.4248773274272 |
| 2002-11-01 | 51.2312033298886 |
| 2002-12-01 | 51.1650139083696 |
| 2003-01-01 | 50.8507508236177 |
| 2003-02-01 | 50.4743106116632 |
| 2003-03-01 | 50.2784228529250 |
| 2003-04-01 | 50.4061267652671 |
| 2003-05-01 | 50.0178504320823 |
| 2003-06-01 | 50.4530102577893 |
| 2003-07-01 | 52.1819569797450 |
| 2003-08-01 | 51.7565715184217 |
| 2003-09-01 | 51.5392799326099 |
| 2003-10-01 | 51.6975198960253 |
| 2003-11-01 | 51.9062218689258 |
| 2003-12-01 | 51.6427358405808 |
| 2004-01-01 | 52.5429309630606 |
| 2004-02-01 | 53.1344182458258 |
| 2004-03-01 | 52.7099111396472 |
| 2004-04-01 | 54.6644230740597 |
| 2004-05-01 | 54.8505473444264 |
| 2004-06-01 | 54.8364663643598 |
| 2004-07-01 | 53.1978752631709 |
| 2004-08-01 | 53.4405783936573 |
| 2004-09-01 | 53.5851395242933 |
| 2004-10-01 | 54.4790771811768 |
| 2004-11-01 | 54.5194722411254 |
| 2004-12-01 | 54.6555321168177 |
| 2005-01-01 | 54.8773657550982 |
| 2005-02-01 | 55.3268269353391 |
| 2005-03-01 | 55.0282366044401 |
| 2005-04-01 | 55.0050505281709 |
| 2005-05-01 | 54.4776709378581 |
| 2005-06-01 | 53.7864444313130 |
| 2005-07-01 | 54.1964334767119 |
| 2005-08-01 | 54.9433902148936 |
| 2005-09-01 | 55.5063196827328 |
| 2005-10-01 | 55.1288287787862 |
| 2005-11-01 | 55.5065356481845 |
| 2005-12-01 | 56.0284084653412 |
| 2006-01-01 | 56.0079858423166 |
| 2006-02-01 | 56.3797881151678 |
| 2006-03-01 | 56.7887603830348 |
| 2006-04-01 | 56.5903880531483 |
| 2006-05-01 | 57.6961512952166 |
| 2006-06-01 | 58.2746965418533 |
| 2006-07-01 | 59.0875718727470 |
| 2006-08-01 | 58.6718258927565 |
| 2006-09-01 | 58.0410043915973 |
| 2006-10-01 | 57.5982030519190 |
| 2006-11-01 | 57.7924908071602 |
| 2006-12-01 | 58.0145875144557 |
| 2007-01-01 | 58.1856835764299 |
| 2007-02-01 | 58.1535037889434 |
| 2007-03-01 | 58.2472684432774 |
| 2007-04-01 | 58.1518980000736 |
| 2007-05-01 | 58.4931240528872 |
| 2007-06-01 | 58.1787949163289 |
| 2007-07-01 | 58.7310637908436 |
| 2007-08-01 | 58.4895480230700 |
| 2007-09-01 | 58.5752799003010 |
| 2007-10-01 | 59.3754390627875 |
| 2007-11-01 | 59.4007144347009 |
| 2007-12-01 | 59.3727911400604 |
| 2008-01-01 | 58.7242897463719 |
| 2008-02-01 | 58.6490916935959 |
| 2008-03-01 | 57.7685750310400 |
| 2008-04-01 | 57.1338250628895 |
| 2008-05-01 | 56.3280019706601 |
| 2008-06-01 | 56.2735073244403 |
| 2008-07-01 | 55.7496243437717 |
| 2008-08-01 | 55.0929648790790 |
| 2008-09-01 | 54.5217499162437 |
| 2008-10-01 | 53.4633031299528 |
| 2008-11-01 | 52.7731044869244 |
| 2008-12-01 | 51.7869154363754 |
| 2009-01-01 | 51.1398172242977 |
| 2009-02-01 | 49.4051254480317 |
| 2009-03-01 | 48.4079115763417 |
| 2009-04-01 | 48.3210606569468 |
| 2009-05-01 | 47.6999328247705 |
| 2009-06-01 | 48.0013879891967 |
| 2009-07-01 | 47.7688337973946 |
| 2009-08-01 | 48.0106431904407 |
| 2009-09-01 | 47.6638559106127 |
| 2009-10-01 | 47.7083826652748 |
| 2009-11-01 | 47.4581148692958 |
| 2009-12-01 | 47.8661531284721 |
| 2010-01-01 | 44.3486936002517 |
| 2010-02-01 | 44.4963443292761 |
| 2010-03-01 | 44.4668442808128 |
| 2010-04-01 | 45.6877324985881 |
| 2010-05-01 | 45.7757387785173 |
| 2010-06-01 | 46.0430949858582 |
| 2010-07-01 | 45.9902155931592 |
| 2010-08-01 | 46.0349526880083 |
| 2010-09-01 | 46.3227162964520 |
| 2010-10-01 | 46.3177398374094 |
| 2010-11-01 | 46.8315097718383 |
| 2010-12-01 | 46.6994467554122 |
| 2011-01-01 | 46.6289806245969 |
| 2011-02-01 | 46.8336760408608 |
| 2011-03-01 | 47.1734829159698 |
| 2011-04-01 | 47.7216041458270 |
| 2011-05-01 | 47.7298667250896 |
| 2011-06-01 | 47.8741946612788 |
| 2011-07-01 | 47.8916630709883 |
| 2011-08-01 | 47.8024152512756 |
| 2011-09-01 | 48.1506088179173 |
| 2011-10-01 | 48.7387304961448 |
| 2011-11-01 | 48.6802806459263 |
| 2011-12-01 | 48.6791278774524 |
| 2012-01-01 | 49.9193484814741 |
| 2012-02-01 | 49.5240674804434 |
| 2012-03-01 | 49.8506074889228 |
| 2012-04-01 | 49.8974804382054 |
| 2012-05-01 | 50.1733582309632 |
| 2012-06-01 | 50.0456518092190 |
| 2012-07-01 | 50.1442881422448 |
| 2012-08-01 | 50.8380367102162 |
| 2012-09-01 | 51.3808752715875 |
| 2012-10-01 | 52.1596733952376 |
| 2012-11-01 | 52.7215473092823 |
| 2012-12-01 | 53.2319493858395 |
| 2013-01-01 | 53.2064413006113 |
| 2013-02-01 | 53.1926586117093 |
| 2013-03-01 | 52.9364610563744 |
| 2013-04-01 | 53.0318276042889 |
| 2013-05-01 | 53.1513070818114 |
| 2013-06-01 | 52.3264348813583 |
| 2013-07-01 | 53.2560167863399 |
| 2013-08-01 | 53.5324100897838 |
| 2013-09-01 | 53.4937287766929 |
| 2013-10-01 | 53.2640040182555 |
| 2013-11-01 | 52.9718416951330 |
| 2013-12-01 | 52.4975016031978 |
| 2014-01-01 | 53.4055265613326 |
| 2014-02-01 | 53.8942963140380 |
| 2014-03-01 | 54.1296248821487 |
| 2014-04-01 | 54.3424957115244 |
| 2014-05-01 | 55.3982015487080 |
| 2014-06-01 | 54.8048921569832 |
| 2014-07-01 | 54.2011189391378 |
| 2014-08-01 | 54.7828591689702 |
| 2014-09-01 | 54.8551099013195 |
| 2014-10-01 | 54.8269799500654 |
| 2014-11-01 | 55.1029563019385 |
| 2014-12-01 | 55.4326865710787 |
| 2015-01-01 | 55.9096158081572 |
| 2015-02-01 | 56.0705947453668 |
| 2015-03-01 | 56.5701984945934 |
| 2015-04-01 | 57.5114164988108 |
| 2015-05-01 | 56.6722832956636 |
| 2015-06-01 | 56.3907286581768 |
| 2015-07-01 | 56.6451008167698 |
| 2015-08-01 | 56.6016830977521 |
| 2015-09-01 | 56.5577605699210 |
| 2015-10-01 | 56.9580384271611 |
| 2015-11-01 | 57.3565861937710 |
| 2015-12-01 | 57.6390182086570 |
| 2016-01-01 | 57.8378760468121 |
| 2016-02-01 | 57.8647532481882 |
| 2016-03-01 | 57.9354312608377 |
| 2016-04-01 | 59.0271754312283 |
| 2016-05-01 | 58.4840345938632 |
| 2016-06-01 | 59.0623533744468 |
| 2016-07-01 | 59.2114474916493 |
| 2016-08-01 | 59.4150546200896 |
| 2016-09-01 | 59.6429773587681 |
| 2016-10-01 | 59.7098386582276 |
| 2016-11-01 | 60.0484225436051 |
| 2016-12-01 | 59.6955091503044 |
| 2017-01-01 | 60.2539993848449 |
| 2017-02-01 | 60.5670608571090 |
| 2017-03-01 | 61.8910285477149 |
| 2017-04-01 | 60.4896330739412 |
| 2017-05-01 | 60.5279474531788 |
| 2017-06-01 | 60.6524814912575 |
| 2017-07-01 | 61.0311858643902 |
| 2017-08-01 | 60.5837572811363 |
| 2017-09-01 | 60.5986716245612 |
| 2017-10-01 | 60.9064838227340 |
| 2017-11-01 | 59.3376549217346 |
| 2017-12-01 | 59.3258437257057 |
| 2018-01-01 | 59.2970313984085 |
| 2018-02-01 | 59.4596541508138 |
| 2018-03-01 | 60.0763124870178 |
| 2018-04-01 | 60.0555070524614 |
| 2018-05-01 | 60.7791963602325 |
| 2018-06-01 | 60.3225773805928 |
| 2018-07-01 | 60.3775231158770 |
| 2018-08-01 | 61.0189161224181 |
| 2018-09-01 | 61.4100061041067 |
| 2018-10-01 | 60.7540692996167 |
| 2018-11-01 | 60.8272436064550 |
| 2018-12-01 | 61.3269921521151 |
| 2019-01-01 | 59.8203695370099 |
| 2019-02-01 | 59.0424707213911 |
| 2019-03-01 | 59.9514449247536 |
| 2019-04-01 | 60.2185486279059 |
| 2019-05-01 | 60.0092573123889 |
| 2019-06-01 | 60.8082935334401 |
| 2019-07-01 | 60.3547730387067 |
| 2019-08-01 | 60.8815957823294 |
| 2019-09-01 | 60.9070611589920 |
| 2019-10-01 | 61.0724828886505 |
| 2019-11-01 | 62.0697476920126 |
| 2019-12-01 | 62.4445622636752 |
| 2020-01-01 | 62.3785600201714 |
| 2020-02-01 | 62.2791502840054 |
| 2020-03-01 | 61.7032196692098 |
| 2020-04-01 | 50.8585287710265 |
| 2020-05-01 | 51.3263266267065 |
| 2020-06-01 | 52.4016795864633 |
| 2020-07-01 | 53.0963671019731 |
| 2020-08-01 | 53.2227362639313 |
| 2020-09-01 | 52.6415393688533 |
| 2020-10-01 | 54.6040952615230 |
| 2020-11-01 | 54.8815438862322 |
| 2020-12-01 | 55.3712692818376 |
| 2021-01-01 | 56.3534105430818 |
| 2021-02-01 | 56.6908487156014 |
| 2021-03-01 | 57.2317237562283 |
| 2021-04-01 | 57.5104820461646 |
| 2021-05-01 | 57.9986760726742 |
| 2021-06-01 | 57.3326832581591 |
| 2021-07-01 | 57.8151009731449 |
| 2021-08-01 | 57.9165205279233 |
| 2021-09-01 | 57.8280457226236 |
| 2021-10-01 | 59.5568218213906 |
| 2021-11-01 | 61.2462113315140 |
| 2021-12-01 | 59.7548803731665 |
| 2022-01-01 | 59.8770892281440 |
| 2022-02-01 | 60.0541301222178 |
| 2022-03-01 | 60.0437961560704 |
| 2022-04-01 | 59.1897462914925 |
| 2022-05-01 | 59.2389976202583 |
| 2022-06-01 | 59.5497006166031 |
| 2022-07-01 | 58.5814166287586 |
| 2022-08-01 | 58.6369104825857 |
| 2022-09-01 | 57.9604867998189 |
| 2022-10-01 | 57.8422888749140 |
| 2022-11-01 | 56.8814182636053 |
| 2022-12-01 | 56.7282048090605 |
| 2023-01-01 | 55.7370072166215 |
| 2023-02-01 | 55.8439408644644 |
| 2023-03-01 | 55.8040874367143 |
| 2023-04-01 | 56.4152885316228 |
| 2023-05-01 | 55.7894809147846 |
| 2023-06-01 | 55.7090449139979 |
| 2023-07-01 | 56.1553272353178 |
| 2023-08-01 | 56.1444035875856 |
| 2023-09-01 | 56.4952363512887 |
| 2023-10-01 | 55.6806677038916 |
| 2023-11-01 | 56.2536633378801 |
| 2023-12-01 | 56.0651485763430 |
| 2024-01-01 | 56.5572864156417 |
| 2024-02-01 | 56.3136879577062 |
| 2024-03-01 | 56.1450371183819 |
| 2024-04-01 | 56.6488761856521 |
| 2024-05-01 | 56.7504612456635 |
| 2024-06-01 | 56.4403805462273 |
| 2024-07-01 | 56.7286671154335 |
| 2024-08-01 | 56.9361581839075 |
| 2024-09-01 | 56.5806204127938 |
| 2024-10-01 | 56.8912571275663 |
| 2024-11-01 | 57.1620591517261 |
| 2024-12-01 | 56.4791833584263 |
| 2025-01-01 | 57.8811378825815 |
| 2025-02-01 | 57.6996563719638 |
| 2025-03-01 | 57.7381381712571 |
| 2025-04-01 | 57.6415963861016 |
| 2025-05-01 | 57.2413916193992 |
| 2025-06-01 | 56.9064376614715 |
| 2025-07-01 | 57.7027989323637 |
| 2025-08-01 | 56.9400778512245 |
| 2025-09-01 | 56.9546220730559 |
| 2025-10-01 | 57.0765265751028 |
| 2025-11-01 | 57.0648985612274 |
| 2025-12-01 | 57.2855083562973 |
| 2026-01-01 | 57.1876068733034 |