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 2026-04-01 |
| Last Updated | 2026-05-26 2:34 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 | 46.2488220417512 |
| 1990-02-01 | 46.2736841420628 |
| 1990-03-01 | 46.1656852557973 |
| 1990-04-01 | 45.3273541164569 |
| 1990-05-01 | 45.9847423070719 |
| 1990-06-01 | 46.5244536974265 |
| 1990-07-01 | 47.9800878850965 |
| 1990-08-01 | 47.2423320612062 |
| 1990-09-01 | 46.8296284048492 |
| 1990-10-01 | 47.1199142378917 |
| 1990-11-01 | 47.3086709380045 |
| 1990-12-01 | 47.4556567092524 |
| 1991-01-01 | 46.6571983649545 |
| 1991-02-01 | 46.8755115510298 |
| 1991-03-01 | 46.8381503777545 |
| 1991-04-01 | 47.2513496503123 |
| 1991-05-01 | 47.8368254531791 |
| 1991-06-01 | 47.6458919802200 |
| 1991-07-01 | 47.0102913582299 |
| 1991-08-01 | 46.8086767466650 |
| 1991-09-01 | 46.5297159133729 |
| 1991-10-01 | 46.0079449831100 |
| 1991-11-01 | 46.1234866246010 |
| 1991-12-01 | 46.2407894059358 |
| 1992-01-01 | 45.9687252383439 |
| 1992-02-01 | 45.6526425449218 |
| 1992-03-01 | 45.6053631046269 |
| 1992-04-01 | 45.4285064573181 |
| 1992-05-01 | 45.7200706596592 |
| 1992-06-01 | 45.3229851221705 |
| 1992-07-01 | 45.5543606432131 |
| 1992-08-01 | 45.4381356943126 |
| 1992-09-01 | 45.8049161084440 |
| 1992-10-01 | 45.7279903426517 |
| 1992-11-01 | 45.8144836558976 |
| 1992-12-01 | 45.4776296589209 |
| 1993-01-01 | 46.7330586830358 |
| 1993-02-01 | 46.9894043909783 |
| 1993-03-01 | 47.1327873986513 |
| 1993-04-01 | 47.8336443714069 |
| 1993-05-01 | 47.7774878569129 |
| 1993-06-01 | 47.9676730664569 |
| 1993-07-01 | 48.8591056454401 |
| 1993-08-01 | 49.4202543533246 |
| 1993-09-01 | 49.6829033617123 |
| 1993-10-01 | 50.6186287796647 |
| 1993-11-01 | 50.6971845486301 |
| 1993-12-01 | 50.7759596079012 |
| 1994-01-01 | 49.9077382500341 |
| 1994-02-01 | 49.9402911299329 |
| 1994-03-01 | 51.0445752675572 |
| 1994-04-01 | 51.2814096273193 |
| 1994-05-01 | 51.4901501795360 |
| 1994-06-01 | 51.5143768394996 |
| 1994-07-01 | 51.0592845970423 |
| 1994-08-01 | 50.6804996294373 |
| 1994-09-01 | 51.2838666820149 |
| 1994-10-01 | 51.0947677415082 |
| 1994-11-01 | 51.5976223443495 |
| 1994-12-01 | 51.8261365285961 |
| 1995-01-01 | 52.9322831654328 |
| 1995-02-01 | 53.1757564078050 |
| 1995-03-01 | 54.0852057212874 |
| 1995-04-01 | 52.1903052439204 |
| 1995-05-01 | 52.9391324918917 |
| 1995-06-01 | 53.3963362038388 |
| 1995-07-01 | 53.8723858255789 |
| 1995-08-01 | 54.1262919272818 |
| 1995-09-01 | 54.8604129833171 |
| 1995-10-01 | 55.2687365009813 |
| 1995-11-01 | 55.1666180338239 |
| 1995-12-01 | 55.0181347774671 |
| 1996-01-01 | 58.1671094005447 |
| 1996-02-01 | 56.2441086560017 |
| 1996-03-01 | 55.8838341112582 |
| 1996-04-01 | 56.0030105997693 |
| 1996-05-01 | 56.5456550783037 |
| 1996-06-01 | 57.4397707978867 |
| 1996-07-01 | 60.9194538550837 |
| 1996-08-01 | 61.9348322207292 |
| 1996-09-01 | 62.6808684104046 |
| 1996-10-01 | 63.4949513309533 |
| 1996-11-01 | 65.3724318832440 |
| 1996-12-01 | 65.1992329414888 |
| 1997-01-01 | 63.6868490599345 |
| 1997-02-01 | 62.6628227873748 |
| 1997-03-01 | 63.6852886272907 |
| 1997-04-01 | 64.4627981000269 |
| 1997-05-01 | 65.3917088114012 |
| 1997-06-01 | 65.8172312633627 |
| 1997-07-01 | 68.2149668650082 |
| 1997-08-01 | 67.1615696669127 |
| 1997-09-01 | 67.8183935818294 |
| 1997-10-01 | 65.7506243716927 |
| 1997-11-01 | 65.1779830626498 |
| 1997-12-01 | 65.2685032924907 |
| 1998-01-01 | 66.2372122833380 |
| 1998-02-01 | 67.5100841148758 |
| 1998-03-01 | 68.2893609176439 |
| 1998-04-01 | 67.2054017629167 |
| 1998-05-01 | 66.7524766928759 |
| 1998-06-01 | 66.6538218803721 |
| 1998-07-01 | 65.9659035763984 |
| 1998-08-01 | 66.3056191116033 |
| 1998-09-01 | 66.3504768124508 |
| 1998-10-01 | 66.4401252939679 |
| 1998-11-01 | 67.2952677437821 |
| 1998-12-01 | 67.2067375111674 |
| 1999-01-01 | 67.2435027338427 |
| 1999-02-01 | 67.0053754609062 |
| 1999-03-01 | 67.6205583153828 |
| 1999-04-01 | 68.1134787686151 |
| 1999-05-01 | 67.7779519570917 |
| 1999-06-01 | 67.6732449382401 |
| 1999-07-01 | 68.4748409057955 |
| 1999-08-01 | 67.7858529025320 |
| 1999-09-01 | 67.9380863058442 |
| 1999-10-01 | 69.1230385689823 |
| 1999-11-01 | 69.1857474402822 |
| 1999-12-01 | 69.7880994859213 |
| 2000-01-01 | 70.3565542561742 |
| 2000-02-01 | 70.2169280016586 |
| 2000-03-01 | 70.3017627484732 |
| 2000-04-01 | 72.0773382497154 |
| 2000-05-01 | 72.1149393763354 |
| 2000-06-01 | 72.0397057243310 |
| 2000-07-01 | 71.5370309535859 |
| 2000-08-01 | 70.4498413171529 |
| 2000-09-01 | 71.5424240670938 |
| 2000-10-01 | 71.1693401615625 |
| 2000-11-01 | 71.3954386198880 |
| 2000-12-01 | 70.0879284316092 |
| 2001-01-01 | 68.1003435816217 |
| 2001-02-01 | 67.1310612076878 |
| 2001-03-01 | 66.2958896012805 |
| 2001-04-01 | 64.0675864613919 |
| 2001-05-01 | 63.8620137110837 |
| 2001-06-01 | 63.2106635970808 |
| 2001-07-01 | 62.0836796555708 |
| 2001-08-01 | 61.2689062026802 |
| 2001-09-01 | 60.6531579547210 |
| 2001-10-01 | 59.8184220517364 |
| 2001-11-01 | 58.8977414662085 |
| 2001-12-01 | 58.7851421146692 |
| 2002-01-01 | 59.0198384703960 |
| 2002-02-01 | 58.3305988229557 |
| 2002-03-01 | 58.6647091432080 |
| 2002-04-01 | 57.1979483496355 |
| 2002-05-01 | 56.9897442784191 |
| 2002-06-01 | 56.4987607266495 |
| 2002-07-01 | 56.1448260399924 |
| 2002-08-01 | 55.9302332004724 |
| 2002-09-01 | 55.9440791340675 |
| 2002-10-01 | 55.5409095246455 |
| 2002-11-01 | 55.2082907253357 |
| 2002-12-01 | 55.1031521033089 |
| 2003-01-01 | 54.8665994327689 |
| 2003-02-01 | 54.5595491807716 |
| 2003-03-01 | 54.3945968905842 |
| 2003-04-01 | 54.4392152997263 |
| 2003-05-01 | 54.2409341206012 |
| 2003-06-01 | 54.5357827312849 |
| 2003-07-01 | 56.4883372753213 |
| 2003-08-01 | 56.0723474415465 |
| 2003-09-01 | 55.9241993255361 |
| 2003-10-01 | 55.9902279440420 |
| 2003-11-01 | 56.4080210377552 |
| 2003-12-01 | 56.1927378594519 |
| 2004-01-01 | 57.0581692478379 |
| 2004-02-01 | 57.5988009844775 |
| 2004-03-01 | 57.1282556071296 |
| 2004-04-01 | 58.9094145942993 |
| 2004-05-01 | 59.2708219208377 |
| 2004-06-01 | 59.0691642814729 |
| 2004-07-01 | 57.9589175734667 |
| 2004-08-01 | 57.9643441273422 |
| 2004-09-01 | 58.0724623208571 |
| 2004-10-01 | 58.9597554011026 |
| 2004-11-01 | 58.8302913019922 |
| 2004-12-01 | 58.9050487672426 |
| 2005-01-01 | 59.2782186986634 |
| 2005-02-01 | 59.7828555170243 |
| 2005-03-01 | 59.4567417930552 |
| 2005-04-01 | 59.4740965635166 |
| 2005-05-01 | 58.9512879611501 |
| 2005-06-01 | 58.2001152872586 |
| 2005-07-01 | 59.1076421521794 |
| 2005-08-01 | 59.4791313348380 |
| 2005-09-01 | 60.0046368587668 |
| 2005-10-01 | 59.6032785610261 |
| 2005-11-01 | 59.9879875720511 |
| 2005-12-01 | 60.6645374291546 |
| 2006-01-01 | 60.6157787810971 |
| 2006-02-01 | 61.0437292074815 |
| 2006-03-01 | 61.4569871212054 |
| 2006-04-01 | 61.2818603338542 |
| 2006-05-01 | 62.4223908310335 |
| 2006-06-01 | 62.8636688734895 |
| 2006-07-01 | 64.0113931705812 |
| 2006-08-01 | 63.2174581181590 |
| 2006-09-01 | 62.7491715615418 |
| 2006-10-01 | 62.3682605765220 |
| 2006-11-01 | 62.5449864325494 |
| 2006-12-01 | 62.8304728497398 |
| 2007-01-01 | 63.1130268186204 |
| 2007-02-01 | 63.1327277392889 |
| 2007-03-01 | 63.2931163674955 |
| 2007-04-01 | 62.9401561953557 |
| 2007-05-01 | 63.3618908872450 |
| 2007-06-01 | 62.9796410911970 |
| 2007-07-01 | 63.2269805295376 |
| 2007-08-01 | 63.3349500438823 |
| 2007-09-01 | 63.3953270265788 |
| 2007-10-01 | 64.2345343939306 |
| 2007-11-01 | 64.4324408052344 |
| 2007-12-01 | 64.3966695701623 |
| 2008-01-01 | 63.7729009088923 |
| 2008-02-01 | 63.5310330838804 |
| 2008-03-01 | 62.8702567651795 |
| 2008-04-01 | 62.2224936013593 |
| 2008-05-01 | 61.3482064983698 |
| 2008-06-01 | 61.2830426979297 |
| 2008-07-01 | 61.1933695524776 |
| 2008-08-01 | 60.3321078639539 |
| 2008-09-01 | 59.7444589169778 |
| 2008-10-01 | 58.7250353989026 |
| 2008-11-01 | 58.1115076547034 |
| 2008-12-01 | 57.0162783722100 |
| 2009-01-01 | 55.9814322571344 |
| 2009-02-01 | 54.2108712672067 |
| 2009-03-01 | 53.4011170698852 |
| 2009-04-01 | 53.0732580935282 |
| 2009-05-01 | 52.4963659440798 |
| 2009-06-01 | 52.9416555244821 |
| 2009-07-01 | 52.7653799350958 |
| 2009-08-01 | 52.7716844756251 |
| 2009-09-01 | 52.5022965962999 |
| 2009-10-01 | 52.4883520870452 |
| 2009-11-01 | 52.2384074844843 |
| 2009-12-01 | 52.6284213558275 |
| 2010-01-01 | 49.0783008336441 |
| 2010-02-01 | 49.3180055211037 |
| 2010-03-01 | 49.5285017043349 |
| 2010-04-01 | 50.4131392731347 |
| 2010-05-01 | 50.3624961284024 |
| 2010-06-01 | 50.5770646139515 |
| 2010-07-01 | 50.4518787437815 |
| 2010-08-01 | 50.5195300312096 |
| 2010-09-01 | 50.7819402927686 |
| 2010-10-01 | 50.7245681712541 |
| 2010-11-01 | 51.1703567965586 |
| 2010-12-01 | 50.8940041734245 |
| 2011-01-01 | 50.6139123506162 |
| 2011-02-01 | 50.7269140464156 |
| 2011-03-01 | 51.7984074988861 |
| 2011-04-01 | 52.2107809632364 |
| 2011-05-01 | 52.2994309105153 |
| 2011-06-01 | 52.3970962769498 |
| 2011-07-01 | 52.3342749531247 |
| 2011-08-01 | 52.3105146342656 |
| 2011-09-01 | 52.6212954791527 |
| 2011-10-01 | 53.2682695363330 |
| 2011-11-01 | 53.0727386386420 |
| 2011-12-01 | 53.2001571422951 |
| 2012-01-01 | 54.2875713107628 |
| 2012-02-01 | 53.9251103150529 |
| 2012-03-01 | 54.3090160822385 |
| 2012-04-01 | 54.4736664915253 |
| 2012-05-01 | 54.7350577091915 |
| 2012-06-01 | 54.5629630071254 |
| 2012-07-01 | 54.6829913105217 |
| 2012-08-01 | 55.2681468797092 |
| 2012-09-01 | 55.9645042883069 |
| 2012-10-01 | 56.9166508929286 |
| 2012-11-01 | 57.5549715841433 |
| 2012-12-01 | 58.1655421327688 |
| 2013-01-01 | 58.2602511194795 |
| 2013-02-01 | 58.1968275130087 |
| 2013-03-01 | 58.1504821901887 |
| 2013-04-01 | 58.0059385534590 |
| 2013-05-01 | 58.1092427615596 |
| 2013-06-01 | 57.3548955006704 |
| 2013-07-01 | 58.3809312974770 |
| 2013-08-01 | 58.6791937540636 |
| 2013-09-01 | 58.5883199636136 |
| 2013-10-01 | 58.2441292922667 |
| 2013-11-01 | 57.9991503570030 |
| 2013-12-01 | 57.4212962827277 |
| 2014-01-01 | 58.3399079470258 |
| 2014-02-01 | 58.9770096805176 |
| 2014-03-01 | 59.1923617046383 |
| 2014-04-01 | 59.5373661649028 |
| 2014-05-01 | 60.7766538266709 |
| 2014-06-01 | 60.0528942683068 |
| 2014-07-01 | 59.4053542106848 |
| 2014-08-01 | 60.0414041947992 |
| 2014-09-01 | 60.1620902088319 |
| 2014-10-01 | 60.0244711510491 |
| 2014-11-01 | 60.2110010604021 |
| 2014-12-01 | 60.6564206578890 |
| 2015-01-01 | 61.1411271063127 |
| 2015-02-01 | 61.3201866460177 |
| 2015-03-01 | 61.8151059800979 |
| 2015-04-01 | 62.9259532082954 |
| 2015-05-01 | 62.0844320043036 |
| 2015-06-01 | 61.7557811692407 |
| 2015-07-01 | 62.0309381565165 |
| 2015-08-01 | 61.9703066225894 |
| 2015-09-01 | 61.9653908662707 |
| 2015-10-01 | 62.4610038420321 |
| 2015-11-01 | 62.9333028711416 |
| 2015-12-01 | 63.2791080888780 |
| 2016-01-01 | 63.3715765147986 |
| 2016-02-01 | 63.3922781354012 |
| 2016-03-01 | 63.3567604396818 |
| 2016-04-01 | 64.5638367849132 |
| 2016-05-01 | 63.9267288874332 |
| 2016-06-01 | 64.5427517632311 |
| 2016-07-01 | 64.7822375072781 |
| 2016-08-01 | 65.0871774494861 |
| 2016-09-01 | 65.2466552204393 |
| 2016-10-01 | 65.4076739407566 |
| 2016-11-01 | 65.9051830016141 |
| 2016-12-01 | 65.6551674225117 |
| 2017-01-01 | 66.0912323364726 |
| 2017-02-01 | 66.4931808931268 |
| 2017-03-01 | 67.8888986084988 |
| 2017-04-01 | 66.4412541792255 |
| 2017-05-01 | 66.4889867907421 |
| 2017-06-01 | 66.6343150754414 |
| 2017-07-01 | 67.0929428762474 |
| 2017-08-01 | 66.6663256711422 |
| 2017-09-01 | 66.6891129020754 |
| 2017-10-01 | 66.9878031822644 |
| 2017-11-01 | 65.4648404972859 |
| 2017-12-01 | 65.5985930528411 |
| 2018-01-01 | 65.6655762008391 |
| 2018-02-01 | 65.8046222352396 |
| 2018-03-01 | 66.4573450830378 |
| 2018-04-01 | 66.4075477617768 |
| 2018-05-01 | 67.0509151126773 |
| 2018-06-01 | 66.7069368577014 |
| 2018-07-01 | 66.6391257844131 |
| 2018-08-01 | 67.2070335094615 |
| 2018-09-01 | 67.4999639222669 |
| 2018-10-01 | 67.0188207236361 |
| 2018-11-01 | 67.1427879080421 |
| 2018-12-01 | 67.8072047037926 |
| 2019-01-01 | 66.1081485202454 |
| 2019-02-01 | 65.2976014014914 |
| 2019-03-01 | 66.2240056242490 |
| 2019-04-01 | 66.4520569540492 |
| 2019-05-01 | 66.2761959551788 |
| 2019-06-01 | 67.0893806748237 |
| 2019-07-01 | 66.8250906579593 |
| 2019-08-01 | 67.4786153186254 |
| 2019-09-01 | 67.4895708250655 |
| 2019-10-01 | 67.6228552558951 |
| 2019-11-01 | 68.5765262840346 |
| 2019-12-01 | 69.0201274506047 |
| 2020-01-01 | 69.0962319233619 |
| 2020-02-01 | 69.0464416793803 |
| 2020-03-01 | 68.4035449239536 |
| 2020-04-01 | 56.7615092062828 |
| 2020-05-01 | 57.5878872415212 |
| 2020-06-01 | 58.6921302771726 |
| 2020-07-01 | 59.3917103188815 |
| 2020-08-01 | 59.4131442092279 |
| 2020-09-01 | 58.9349790723274 |
| 2020-10-01 | 60.9445383878235 |
| 2020-11-01 | 61.2872773895466 |
| 2020-12-01 | 61.6997428053937 |
| 2021-01-01 | 62.4688167850285 |
| 2021-02-01 | 62.8581374885417 |
| 2021-03-01 | 63.3537551468440 |
| 2021-04-01 | 63.7813783368372 |
| 2021-05-01 | 64.2503430133713 |
| 2021-06-01 | 63.6108365186566 |
| 2021-07-01 | 64.1085432995372 |
| 2021-08-01 | 64.3066896714472 |
| 2021-09-01 | 64.1542028752463 |
| 2021-10-01 | 66.0042260649145 |
| 2021-11-01 | 67.6620036945261 |
| 2021-12-01 | 66.2673454204808 |
| 2022-01-01 | 66.3965372404939 |
| 2022-02-01 | 66.6243307806369 |
| 2022-03-01 | 66.4998931377133 |
| 2022-04-01 | 65.6323841298844 |
| 2022-05-01 | 65.6964784896353 |
| 2022-06-01 | 65.8200966847557 |
| 2022-07-01 | 64.7760637146664 |
| 2022-08-01 | 64.8151627977935 |
| 2022-09-01 | 64.2169349601465 |
| 2022-10-01 | 64.0999251738522 |
| 2022-11-01 | 63.2053256375940 |
| 2022-12-01 | 63.0046125361035 |
| 2023-01-01 | 62.0374884166953 |
| 2023-02-01 | 62.3047996425378 |
| 2023-03-01 | 62.1603692689905 |
| 2023-04-01 | 62.7708647074477 |
| 2023-05-01 | 62.2615004237904 |
| 2023-06-01 | 62.2840459825482 |
| 2023-07-01 | 62.7542357944478 |
| 2023-08-01 | 62.8164099192968 |
| 2023-09-01 | 63.1646700846757 |
| 2023-10-01 | 62.2444086809258 |
| 2023-11-01 | 62.6823818030989 |
| 2023-12-01 | 62.6214688917075 |
| 2024-01-01 | 63.0483630608261 |
| 2024-02-01 | 62.6528417549942 |
| 2024-03-01 | 62.5755227654859 |
| 2024-04-01 | 63.0211095835388 |
| 2024-05-01 | 63.1462515435006 |
| 2024-06-01 | 62.9173417690345 |
| 2024-07-01 | 63.2246180926385 |
| 2024-08-01 | 63.4023339193363 |
| 2024-09-01 | 63.0640135185420 |
| 2024-10-01 | 63.3735838286419 |
| 2024-11-01 | 63.7057987163324 |
| 2024-12-01 | 62.9237788905374 |
| 2025-01-01 | 64.2642601301641 |
| 2025-02-01 | 64.1216084772965 |
| 2025-03-01 | 64.1058879732090 |
| 2025-04-01 | 64.2511946707431 |
| 2025-05-01 | 63.8559083033040 |
| 2025-06-01 | 63.4861129490924 |
| 2025-07-01 | 64.1936740392177 |
| 2025-08-01 | 63.4113089588106 |
| 2025-09-01 | 63.3470328548595 |
| 2025-10-01 | 63.3755020934239 |
| 2025-11-01 | 63.3163481017480 |
| 2025-12-01 | 63.5293615036140 |
| 2026-01-01 | 63.3755678050685 |
| 2026-02-01 | 63.4847921581634 |
| 2026-03-01 | 63.7315042104518 |
| 2026-04-01 | 63.0039223915004 |