Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Fremont-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 2026-09-01 |
| Last Updated | 2026-10-20 10:04 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 | 46.2487125924 |
| 1990-02-01 | 46.2736702756 |
| 1990-03-01 | 46.1656835850 |
| 1990-04-01 | 45.3273490264 |
| 1990-05-01 | 45.9847079856 |
| 1990-06-01 | 46.5244435297 |
| 1990-07-01 | 47.9800848083 |
| 1990-08-01 | 47.2423311911 |
| 1990-09-01 | 46.8296264126 |
| 1990-10-01 | 47.1199055323 |
| 1990-11-01 | 47.3086493750 |
| 1990-12-01 | 47.4558924967 |
| 1991-01-01 | 46.6570192227 |
| 1991-02-01 | 46.8755414127 |
| 1991-03-01 | 46.8381443972 |
| 1991-04-01 | 47.2513363106 |
| 1991-05-01 | 47.8367828646 |
| 1991-06-01 | 47.6458758569 |
| 1991-07-01 | 47.0102921063 |
| 1991-08-01 | 46.8086871278 |
| 1991-09-01 | 46.5297303026 |
| 1991-10-01 | 46.0079536627 |
| 1991-11-01 | 46.1234824538 |
| 1991-12-01 | 46.2409992983 |
| 1992-01-01 | 45.9684721390 |
| 1992-02-01 | 45.6526927315 |
| 1992-03-01 | 45.6053859024 |
| 1992-04-01 | 45.4284773371 |
| 1992-05-01 | 45.7200034831 |
| 1992-06-01 | 45.3229553042 |
| 1992-07-01 | 45.5543709156 |
| 1992-08-01 | 45.4381731854 |
| 1992-09-01 | 45.8049592220 |
| 1992-10-01 | 45.7280318017 |
| 1992-11-01 | 45.8145251855 |
| 1992-12-01 | 45.4778575058 |
| 1993-01-01 | 46.7325939652 |
| 1993-02-01 | 46.9895196667 |
| 1993-03-01 | 47.1328542568 |
| 1993-04-01 | 47.8335847646 |
| 1993-05-01 | 47.7773541974 |
| 1993-06-01 | 47.9675351618 |
| 1993-07-01 | 48.8592169151 |
| 1993-08-01 | 49.4203616737 |
| 1993-09-01 | 49.6829905068 |
| 1993-10-01 | 50.6186982028 |
| 1993-11-01 | 50.6972713030 |
| 1993-12-01 | 50.7762928625 |
| 1994-01-01 | 49.9070269734 |
| 1994-02-01 | 49.9404485664 |
| 1994-03-01 | 51.0446696616 |
| 1994-04-01 | 51.2813024510 |
| 1994-05-01 | 51.4899208114 |
| 1994-06-01 | 51.5141025834 |
| 1994-07-01 | 51.0595381718 |
| 1994-08-01 | 50.6806781897 |
| 1994-09-01 | 51.2839860610 |
| 1994-10-01 | 51.0948726297 |
| 1994-11-01 | 51.5977706165 |
| 1994-12-01 | 51.8265394057 |
| 1995-01-01 | 52.9313246246 |
| 1995-02-01 | 53.1759863348 |
| 1995-03-01 | 54.0852801601 |
| 1995-04-01 | 52.1901484331 |
| 1995-05-01 | 52.9388279308 |
| 1995-06-01 | 53.3959360649 |
| 1995-07-01 | 53.8727947631 |
| 1995-08-01 | 54.1265406626 |
| 1995-09-01 | 54.8605630974 |
| 1995-10-01 | 55.2688667057 |
| 1995-11-01 | 55.1667963833 |
| 1995-12-01 | 55.0185681246 |
| 1996-01-01 | 58.1660874297 |
| 1996-02-01 | 56.2443132023 |
| 1996-03-01 | 55.8838658234 |
| 1996-04-01 | 56.0028059481 |
| 1996-05-01 | 56.5453026515 |
| 1996-06-01 | 57.4393289428 |
| 1996-07-01 | 60.9199623092 |
| 1996-08-01 | 61.9351264514 |
| 1996-09-01 | 62.6810351327 |
| 1996-10-01 | 63.4951155780 |
| 1996-11-01 | 65.3726591621 |
| 1996-12-01 | 65.1996917179 |
| 1997-01-01 | 63.6858652439 |
| 1997-02-01 | 62.6630260835 |
| 1997-03-01 | 63.6852673393 |
| 1997-04-01 | 64.4625299321 |
| 1997-05-01 | 65.3913449849 |
| 1997-06-01 | 65.8167535447 |
| 1997-07-01 | 68.2155337704 |
| 1997-08-01 | 67.1618673398 |
| 1997-09-01 | 67.8185466607 |
| 1997-10-01 | 65.7507569548 |
| 1997-11-01 | 65.1781487443 |
| 1997-12-01 | 65.2688791812 |
| 1998-01-01 | 66.2365270599 |
| 1998-02-01 | 67.5102196812 |
| 1998-03-01 | 68.2892664313 |
| 1998-04-01 | 67.2051127413 |
| 1998-05-01 | 66.7522155913 |
| 1998-06-01 | 66.6534933653 |
| 1998-07-01 | 65.9663218935 |
| 1998-08-01 | 66.3058360313 |
| 1998-09-01 | 66.3505792496 |
| 1998-10-01 | 66.4402304116 |
| 1998-11-01 | 67.2953821014 |
| 1998-12-01 | 67.2069814974 |
| 1999-01-01 | 67.2431285319 |
| 1999-02-01 | 67.0054709020 |
| 1999-03-01 | 67.6204325657 |
| 1999-04-01 | 68.1131986979 |
| 1999-05-01 | 67.7778192570 |
| 1999-06-01 | 67.6730846185 |
| 1999-07-01 | 68.4750962462 |
| 1999-08-01 | 67.7859920218 |
| 1999-09-01 | 67.9381568183 |
| 1999-10-01 | 69.1231090546 |
| 1999-11-01 | 69.1857989708 |
| 1999-12-01 | 69.7881958250 |
| 2000-01-01 | 70.3564760756 |
| 2000-02-01 | 70.2169486782 |
| 2000-03-01 | 70.3016583315 |
| 2000-04-01 | 72.0770937375 |
| 2000-05-01 | 72.1149008807 |
| 2000-06-01 | 72.0396963263 |
| 2000-07-01 | 71.5371125679 |
| 2000-08-01 | 70.4499102413 |
| 2000-09-01 | 71.5424697321 |
| 2000-10-01 | 71.1693908333 |
| 2000-11-01 | 71.3954692993 |
| 2000-12-01 | 70.0879455856 |
| 2001-01-01 | 68.1003521786 |
| 2001-02-01 | 67.1310672716 |
| 2001-03-01 | 66.2958469470 |
| 2001-04-01 | 64.0674174766 |
| 2001-05-01 | 63.8620213395 |
| 2001-06-01 | 63.2106770711 |
| 2001-07-01 | 62.0837032411 |
| 2001-08-01 | 61.2689433202 |
| 2001-09-01 | 60.6531821736 |
| 2001-10-01 | 59.8184375910 |
| 2001-11-01 | 58.8977503878 |
| 2001-12-01 | 58.7851508953 |
| 2002-01-01 | 59.0198468453 |
| 2002-02-01 | 58.3306077335 |
| 2002-03-01 | 58.6646892094 |
| 2002-04-01 | 57.1978490246 |
| 2002-05-01 | 56.9897551465 |
| 2002-06-01 | 56.4987722073 |
| 2002-07-01 | 56.1448394962 |
| 2002-08-01 | 55.9302524821 |
| 2002-09-01 | 55.9440905016 |
| 2002-10-01 | 55.5409174328 |
| 2002-11-01 | 55.2082942139 |
| 2002-12-01 | 55.1031558430 |
| 2003-01-01 | 54.8666034422 |
| 2003-02-01 | 54.5595535806 |
| 2003-03-01 | 54.3945860388 |
| 2003-04-01 | 54.4391606222 |
| 2003-05-01 | 54.2409398796 |
| 2003-06-01 | 54.5357896570 |
| 2003-07-01 | 56.4883462473 |
| 2003-08-01 | 56.0723593181 |
| 2003-09-01 | 55.9242066677 |
| 2003-10-01 | 55.9902336319 |
| 2003-11-01 | 56.4080222496 |
| 2003-12-01 | 56.1927396080 |
| 2004-01-01 | 57.0581702194 |
| 2004-02-01 | 57.5987995313 |
| 2004-03-01 | 57.1282489668 |
| 2004-04-01 | 58.9093928643 |
| 2004-05-01 | 59.2708193454 |
| 2004-06-01 | 59.0691655167 |
| 2004-07-01 | 57.9589226500 |
| 2004-08-01 | 57.9643498748 |
| 2004-09-01 | 58.0724672925 |
| 2004-10-01 | 58.9597625858 |
| 2004-11-01 | 58.8302942382 |
| 2004-12-01 | 58.9050501796 |
| 2005-01-01 | 59.2782186290 |
| 2005-02-01 | 59.7828540651 |
| 2005-03-01 | 59.4567373750 |
| 2005-04-01 | 59.4740781312 |
| 2005-05-01 | 58.9512859102 |
| 2005-06-01 | 58.2001141264 |
| 2005-07-01 | 59.1076427873 |
| 2005-08-01 | 59.4791349580 |
| 2005-09-01 | 60.0046439635 |
| 2005-10-01 | 59.6032910389 |
| 2005-11-01 | 59.9879966798 |
| 2005-12-01 | 60.6645419896 |
| 2006-01-01 | 60.6157770832 |
| 2006-02-01 | 61.0437183175 |
| 2006-03-01 | 61.4569843447 |
| 2006-04-01 | 61.2818354875 |
| 2006-05-01 | 62.4223847892 |
| 2006-06-01 | 62.8636623942 |
| 2006-07-01 | 64.0113906037 |
| 2006-08-01 | 63.2174640961 |
| 2006-09-01 | 62.7491858670 |
| 2006-10-01 | 62.3682844256 |
| 2006-11-01 | 62.5450125588 |
| 2006-12-01 | 62.8305030286 |
| 2007-01-01 | 63.1129973877 |
| 2007-02-01 | 63.1326937712 |
| 2007-03-01 | 63.2931088381 |
| 2007-04-01 | 62.9401229748 |
| 2007-05-01 | 63.3618785565 |
| 2007-06-01 | 62.9796315309 |
| 2007-07-01 | 63.2269798049 |
| 2007-08-01 | 63.3349632038 |
| 2007-09-01 | 63.3953540583 |
| 2007-10-01 | 64.2345742896 |
| 2007-11-01 | 64.4324862080 |
| 2007-12-01 | 64.3967222620 |
| 2008-01-01 | 63.7728338845 |
| 2008-02-01 | 63.5309747861 |
| 2008-03-01 | 62.8702373780 |
| 2008-04-01 | 62.2224541943 |
| 2008-05-01 | 61.3481913554 |
| 2008-06-01 | 61.2830338379 |
| 2008-07-01 | 61.1933765199 |
| 2008-08-01 | 60.3321335270 |
| 2008-09-01 | 59.7444974658 |
| 2008-10-01 | 58.7250853237 |
| 2008-11-01 | 58.1115680376 |
| 2008-12-01 | 57.0163524442 |
| 2009-01-01 | 55.9812830317 |
| 2009-02-01 | 54.2108147964 |
| 2009-03-01 | 53.4010925319 |
| 2009-04-01 | 53.0732279459 |
| 2009-05-01 | 52.4963604737 |
| 2009-06-01 | 52.9416625899 |
| 2009-07-01 | 52.7654007134 |
| 2009-08-01 | 52.7717186416 |
| 2009-09-01 | 52.5023387874 |
| 2009-10-01 | 52.4884016004 |
| 2009-11-01 | 52.2384644768 |
| 2009-12-01 | 52.6284865609 |
| 2010-01-01 | 49.0780997675 |
| 2010-02-01 | 49.3179530105 |
| 2010-03-01 | 49.5284768115 |
| 2010-04-01 | 50.4131182122 |
| 2010-05-01 | 50.3624959045 |
| 2010-06-01 | 50.5771319218 |
| 2010-07-01 | 50.4518915748 |
| 2010-08-01 | 50.5195494769 |
| 2010-09-01 | 50.7819746064 |
| 2010-10-01 | 50.7246291590 |
| 2010-11-01 | 51.1704402984 |
| 2010-12-01 | 50.8940609631 |
| 2011-01-01 | 50.6136876797 |
| 2011-02-01 | 50.7268656479 |
| 2011-03-01 | 51.7983216194 |
| 2011-04-01 | 52.2106731301 |
| 2011-05-01 | 52.2995109290 |
| 2011-06-01 | 52.3971863098 |
| 2011-07-01 | 52.3342935644 |
| 2011-08-01 | 52.3105298070 |
| 2011-09-01 | 52.6213273640 |
| 2011-10-01 | 53.2683522318 |
| 2011-11-01 | 53.0728600105 |
| 2011-12-01 | 53.2002338920 |
| 2012-01-01 | 54.2874391127 |
| 2012-02-01 | 53.9250673490 |
| 2012-03-01 | 54.3088046756 |
| 2012-04-01 | 54.4733343166 |
| 2012-05-01 | 54.7351706044 |
| 2012-06-01 | 54.5630982460 |
| 2012-07-01 | 54.6830866474 |
| 2012-08-01 | 55.2681914076 |
| 2012-09-01 | 55.9644597493 |
| 2012-10-01 | 56.9167182217 |
| 2012-11-01 | 57.5551690939 |
| 2012-12-01 | 58.1656287492 |
| 2013-01-01 | 58.2603302499 |
| 2013-02-01 | 58.1971611204 |
| 2013-03-01 | 58.1507707848 |
| 2013-04-01 | 58.0034412791 |
| 2013-05-01 | 58.1100025937 |
| 2013-06-01 | 57.3553654684 |
| 2013-07-01 | 58.3812340263 |
| 2013-08-01 | 58.6792921895 |
| 2013-09-01 | 58.5881805225 |
| 2013-10-01 | 58.2439964943 |
| 2013-11-01 | 57.9992427745 |
| 2013-12-01 | 57.4214002564 |
| 2014-01-01 | 58.3402316434 |
| 2014-02-01 | 58.9775499019 |
| 2014-03-01 | 59.1941026322 |
| 2014-04-01 | 59.5323490381 |
| 2014-05-01 | 60.7778603678 |
| 2014-06-01 | 60.0537113607 |
| 2014-07-01 | 59.4059707861 |
| 2014-08-01 | 60.0418667442 |
| 2014-09-01 | 60.1624086680 |
| 2014-10-01 | 60.0220363735 |
| 2014-11-01 | 60.2114037819 |
| 2014-12-01 | 60.6567440738 |
| 2015-01-01 | 61.1418316548 |
| 2015-02-01 | 61.3212502355 |
| 2015-03-01 | 61.8188663520 |
| 2015-04-01 | 62.9183282751 |
| 2015-05-01 | 62.0861082206 |
| 2015-06-01 | 61.7567699302 |
| 2015-07-01 | 62.0316682551 |
| 2015-08-01 | 61.9707733597 |
| 2015-09-01 | 61.9669231368 |
| 2015-10-01 | 62.4554649979 |
| 2015-11-01 | 62.9332894390 |
| 2015-12-01 | 63.2798398993 |
| 2016-01-01 | 63.3718801918 |
| 2016-02-01 | 63.3955879958 |
| 2016-03-01 | 63.3618527272 |
| 2016-04-01 | 64.5559560982 |
| 2016-05-01 | 63.9281494625 |
| 2016-06-01 | 64.5434401035 |
| 2016-07-01 | 64.7826804323 |
| 2016-08-01 | 65.0875432351 |
| 2016-09-01 | 65.2494521012 |
| 2016-10-01 | 65.3985989313 |
| 2016-11-01 | 65.9047077059 |
| 2016-12-01 | 65.6562281318 |
| 2017-01-01 | 66.0905733584 |
| 2017-02-01 | 66.4981354627 |
| 2017-03-01 | 67.8982112646 |
| 2017-04-01 | 66.4341399174 |
| 2017-05-01 | 66.4891751938 |
| 2017-06-01 | 66.6341311398 |
| 2017-07-01 | 67.0925776364 |
| 2017-08-01 | 66.6658094607 |
| 2017-09-01 | 66.6927558868 |
| 2017-10-01 | 66.9775764155 |
| 2017-11-01 | 65.4634761403 |
| 2017-12-01 | 65.5998704684 |
| 2018-01-01 | 65.6638863901 |
| 2018-02-01 | 65.8104721236 |
| 2018-03-01 | 66.4691862947 |
| 2018-04-01 | 66.4033923720 |
| 2018-05-01 | 67.0489625598 |
| 2018-06-01 | 66.7054598336 |
| 2018-07-01 | 66.6378155093 |
| 2018-08-01 | 67.2057068050 |
| 2018-09-01 | 67.5041605364 |
| 2018-10-01 | 67.0083226606 |
| 2018-11-01 | 67.1416922043 |
| 2018-12-01 | 67.8088498856 |
| 2019-01-01 | 66.1064879793 |
| 2019-02-01 | 65.3026235195 |
| 2019-03-01 | 66.2377378672 |
| 2019-04-01 | 66.4493664820 |
| 2019-05-01 | 66.2725317932 |
| 2019-06-01 | 67.0870036730 |
| 2019-07-01 | 66.8232381661 |
| 2019-08-01 | 67.4762759159 |
| 2019-09-01 | 67.4934327244 |
| 2019-10-01 | 67.6146496306 |
| 2019-11-01 | 68.5759562756 |
| 2019-12-01 | 69.0223876841 |
| 2020-01-01 | 69.0945151459 |
| 2020-02-01 | 69.0531807622 |
| 2020-03-01 | 68.4183199125 |
| 2020-04-01 | 56.7517803782 |
| 2020-05-01 | 57.5865531411 |
| 2020-06-01 | 58.6913691531 |
| 2020-07-01 | 59.3912890665 |
| 2020-08-01 | 59.4128396809 |
| 2020-09-01 | 58.9359677430 |
| 2020-10-01 | 60.9386412448 |
| 2020-11-01 | 61.2893348008 |
| 2020-12-01 | 61.7023768694 |
| 2021-01-01 | 62.4669539270 |
| 2021-02-01 | 62.8620145910 |
| 2021-03-01 | 63.3664649553 |
| 2021-04-01 | 63.7579529064 |
| 2021-05-01 | 64.2516916901 |
| 2021-06-01 | 63.6146401890 |
| 2021-07-01 | 64.1140147710 |
| 2021-08-01 | 64.3120819288 |
| 2021-09-01 | 64.1534677108 |
| 2021-10-01 | 65.9989848736 |
| 2021-11-01 | 67.6648175584 |
| 2021-12-01 | 66.2693224956 |
| 2022-01-01 | 66.3922870836 |
| 2022-02-01 | 66.6235351645 |
| 2022-03-01 | 66.5058889646 |
| 2022-04-01 | 65.5929910845 |
| 2022-05-01 | 65.7012365101 |
| 2022-06-01 | 65.8325574919 |
| 2022-07-01 | 64.7996188279 |
| 2022-08-01 | 64.8323725454 |
| 2022-09-01 | 64.2159127165 |
| 2022-10-01 | 64.0910622510 |
| 2022-11-01 | 63.2058414655 |
| 2022-12-01 | 63.0029140196 |
| 2023-01-01 | 62.0276168353 |
| 2023-02-01 | 62.2878543969 |
| 2023-03-01 | 62.1719876770 |
| 2023-04-01 | 62.7020685884 |
| 2023-05-01 | 62.2743132937 |
| 2023-06-01 | 62.2983927449 |
| 2023-07-01 | 62.8160876490 |
| 2023-08-01 | 62.8691087425 |
| 2023-09-01 | 63.1515486705 |
| 2023-10-01 | 62.2247729988 |
| 2023-11-01 | 62.6728958947 |
| 2023-12-01 | 62.6117183412 |
| 2024-01-01 | 63.0279551860 |
| 2024-02-01 | 62.6172516539 |
| 2024-03-01 | 62.5891067467 |
| 2024-04-01 | 62.9202917585 |
| 2024-05-01 | 63.1717507423 |
| 2024-06-01 | 62.9229250870 |
| 2024-07-01 | 63.3434249668 |
| 2024-08-01 | 63.5120803554 |
| 2024-09-01 | 63.0418386416 |
| 2024-10-01 | 63.3358292066 |
| 2024-11-01 | 63.6819021545 |
| 2024-12-01 | 62.9016182473 |
| 2025-01-01 | 64.2288557963 |
| 2025-02-01 | 64.0597576197 |
| 2025-03-01 | 64.1260758942 |
| 2025-04-01 | 64.1189573733 |
| 2025-05-01 | 63.8917079852 |
| 2025-06-01 | 63.4758478930 |
| 2025-07-01 | 64.3734585802 |
| 2025-08-01 | 63.5850809908 |
| 2025-09-01 | 63.3207350427 |
| 2025-10-01 | 63.3186581768 |
| 2025-11-01 | 63.2750698341 |
| 2025-12-01 | 63.4921557322 |
| 2026-01-01 | 63.3261209371 |
| 2026-02-01 | 63.4028731680 |
| 2026-03-01 | 63.7432464386 |
| 2026-04-01 | 62.8620856297 |
| 2026-05-01 | 62.5056545793 |
| 2026-06-01 | 62.7168788202 |
| 2026-07-01 | 61.9976149487 |
| 2026-08-01 | 62.0679741283 |
| 2026-09-01 | 62.6710434723 |