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 2026-08-01 |
| Last Updated | 2026-09-18 11:00 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 | 46.2487757238 |
| 1990-02-01 | 46.2736788940 |
| 1990-03-01 | 46.1656831016 |
| 1990-04-01 | 45.3273651114 |
| 1990-05-01 | 45.9847212178 |
| 1990-06-01 | 46.5244500959 |
| 1990-07-01 | 47.9800898313 |
| 1990-08-01 | 47.2423353213 |
| 1990-09-01 | 46.8296306774 |
| 1990-10-01 | 47.1199137735 |
| 1990-11-01 | 47.3086649452 |
| 1990-12-01 | 47.4557353291 |
| 1991-01-01 | 46.6571152143 |
| 1991-02-01 | 46.8755280848 |
| 1991-03-01 | 46.8381474811 |
| 1991-04-01 | 47.2513591054 |
| 1991-05-01 | 47.8368053555 |
| 1991-06-01 | 47.6458885576 |
| 1991-07-01 | 47.0102948285 |
| 1991-08-01 | 46.8086823110 |
| 1991-09-01 | 46.5297219594 |
| 1991-10-01 | 46.0079487779 |
| 1991-11-01 | 46.1234839995 |
| 1991-12-01 | 46.2408558757 |
| 1992-01-01 | 45.9686026994 |
| 1992-02-01 | 45.6526746825 |
| 1992-03-01 | 45.6053729392 |
| 1992-04-01 | 45.4285158623 |
| 1992-05-01 | 45.7200562441 |
| 1992-06-01 | 45.3229829691 |
| 1992-07-01 | 45.5543659256 |
| 1992-08-01 | 45.4381447037 |
| 1992-09-01 | 45.8049239201 |
| 1992-10-01 | 45.7279994177 |
| 1992-11-01 | 45.8144944668 |
| 1992-12-01 | 45.4777043734 |
| 1993-01-01 | 46.7328193260 |
| 1993-02-01 | 46.9894789341 |
| 1993-03-01 | 47.1328227162 |
| 1993-04-01 | 47.8336577517 |
| 1993-05-01 | 47.7774824074 |
| 1993-06-01 | 47.9676771394 |
| 1993-07-01 | 48.8591083664 |
| 1993-08-01 | 49.4202630799 |
| 1993-09-01 | 49.6829112089 |
| 1993-10-01 | 50.6186364891 |
| 1993-11-01 | 50.6972053923 |
| 1993-12-01 | 50.7760740133 |
| 1994-01-01 | 49.9073767006 |
| 1994-02-01 | 49.9403969730 |
| 1994-03-01 | 51.0446361345 |
| 1994-04-01 | 51.2814300473 |
| 1994-05-01 | 51.4901544229 |
| 1994-06-01 | 51.5143883562 |
| 1994-07-01 | 51.0592801063 |
| 1994-08-01 | 50.6805066479 |
| 1994-09-01 | 51.2838686760 |
| 1994-10-01 | 51.0947743751 |
| 1994-11-01 | 51.5976604004 |
| 1994-12-01 | 51.8262823118 |
| 1995-01-01 | 52.9317998658 |
| 1995-02-01 | 53.1759064829 |
| 1995-03-01 | 54.0852783308 |
| 1995-04-01 | 52.1903311808 |
| 1995-05-01 | 52.9391474386 |
| 1995-06-01 | 53.3963574112 |
| 1995-07-01 | 53.8723705348 |
| 1995-08-01 | 54.1262916755 |
| 1995-09-01 | 54.8604082333 |
| 1995-10-01 | 55.2687378693 |
| 1995-11-01 | 55.1666608182 |
| 1995-12-01 | 55.0182939376 |
| 1996-01-01 | 58.1666103886 |
| 1996-02-01 | 56.2442518188 |
| 1996-03-01 | 55.8839026862 |
| 1996-04-01 | 56.0030393833 |
| 1996-05-01 | 56.5456735619 |
| 1996-06-01 | 57.4397948859 |
| 1996-07-01 | 60.9194288178 |
| 1996-08-01 | 61.9348267497 |
| 1996-09-01 | 62.6808538599 |
| 1996-10-01 | 63.4949512683 |
| 1996-11-01 | 65.3724892427 |
| 1996-12-01 | 65.1994083494 |
| 1997-01-01 | 63.6863730984 |
| 1997-02-01 | 62.6629646245 |
| 1997-03-01 | 63.6853528574 |
| 1997-04-01 | 64.4628215694 |
| 1997-05-01 | 65.3917307048 |
| 1997-06-01 | 65.8172597863 |
| 1997-07-01 | 68.2149347221 |
| 1997-08-01 | 67.1615560479 |
| 1997-09-01 | 67.8183741134 |
| 1997-10-01 | 65.7506165543 |
| 1997-11-01 | 65.1780193035 |
| 1997-12-01 | 65.2686497284 |
| 1998-01-01 | 66.2368988913 |
| 1998-02-01 | 67.5101798659 |
| 1998-03-01 | 68.2893970695 |
| 1998-04-01 | 67.2054097475 |
| 1998-05-01 | 66.7524941991 |
| 1998-06-01 | 66.6538424059 |
| 1998-07-01 | 65.9658757979 |
| 1998-08-01 | 66.3056074337 |
| 1998-09-01 | 66.3504593398 |
| 1998-10-01 | 66.4401198666 |
| 1998-11-01 | 67.2952892386 |
| 1998-12-01 | 67.2068354794 |
| 1999-01-01 | 67.2433398213 |
| 1999-02-01 | 67.0054350530 |
| 1999-03-01 | 67.6205689785 |
| 1999-04-01 | 68.1134692923 |
| 1999-05-01 | 67.7779639359 |
| 1999-06-01 | 67.6732576452 |
| 1999-07-01 | 68.4748219276 |
| 1999-08-01 | 67.7858429219 |
| 1999-09-01 | 67.9380764615 |
| 1999-10-01 | 69.1230364271 |
| 1999-11-01 | 69.1857495212 |
| 1999-12-01 | 69.7881379890 |
| 2000-01-01 | 70.3565345038 |
| 2000-02-01 | 70.2169424596 |
| 2000-03-01 | 70.3017626443 |
| 2000-04-01 | 72.0773184546 |
| 2000-05-01 | 72.1149439202 |
| 2000-06-01 | 72.0397074498 |
| 2000-07-01 | 71.5370232559 |
| 2000-08-01 | 70.4498378731 |
| 2000-09-01 | 71.5424207179 |
| 2000-10-01 | 71.1693440490 |
| 2000-11-01 | 71.3954394124 |
| 2000-12-01 | 70.0879364167 |
| 2001-01-01 | 68.1003490547 |
| 2001-02-01 | 67.1310636368 |
| 2001-03-01 | 66.2958982111 |
| 2001-04-01 | 64.0675667339 |
| 2001-05-01 | 63.8620142039 |
| 2001-06-01 | 63.2106629445 |
| 2001-07-01 | 62.0836793617 |
| 2001-08-01 | 61.2689047607 |
| 2001-09-01 | 60.6531586617 |
| 2001-10-01 | 59.8184241388 |
| 2001-11-01 | 58.8977392388 |
| 2001-12-01 | 58.7851460038 |
| 2002-01-01 | 59.0198417924 |
| 2002-02-01 | 58.3306007392 |
| 2002-03-01 | 58.6647155794 |
| 2002-04-01 | 57.1979345385 |
| 2002-05-01 | 56.9897434721 |
| 2002-06-01 | 56.4987600771 |
| 2002-07-01 | 56.1448265486 |
| 2002-08-01 | 55.9302335899 |
| 2002-09-01 | 55.9440805791 |
| 2002-10-01 | 55.5409122029 |
| 2002-11-01 | 55.2082887096 |
| 2002-12-01 | 55.1031535380 |
| 2003-01-01 | 54.8666007264 |
| 2003-02-01 | 54.5595502112 |
| 2003-03-01 | 54.3946011579 |
| 2003-04-01 | 54.4392052764 |
| 2003-05-01 | 54.2409337596 |
| 2003-06-01 | 54.5357822457 |
| 2003-07-01 | 56.4883375457 |
| 2003-08-01 | 56.0723479894 |
| 2003-09-01 | 55.9242002456 |
| 2003-10-01 | 55.9902312004 |
| 2003-11-01 | 56.4080202502 |
| 2003-12-01 | 56.1927390504 |
| 2004-01-01 | 57.0581706538 |
| 2004-02-01 | 57.5988023452 |
| 2004-03-01 | 57.1282576823 |
| 2004-04-01 | 58.9094045529 |
| 2004-05-01 | 59.2708206467 |
| 2004-06-01 | 59.0691624160 |
| 2004-07-01 | 57.9589167866 |
| 2004-08-01 | 57.9643450481 |
| 2004-09-01 | 58.0724642878 |
| 2004-10-01 | 58.9597621516 |
| 2004-11-01 | 58.8302945016 |
| 2004-12-01 | 58.9050507154 |
| 2005-01-01 | 59.2782192283 |
| 2005-02-01 | 59.7828551603 |
| 2005-03-01 | 59.4567416224 |
| 2005-04-01 | 59.4740807318 |
| 2005-05-01 | 58.9512849866 |
| 2005-06-01 | 58.2001119023 |
| 2005-07-01 | 59.1076400520 |
| 2005-08-01 | 59.4791336468 |
| 2005-09-01 | 60.0046439740 |
| 2005-10-01 | 59.6032929919 |
| 2005-11-01 | 59.9879982468 |
| 2005-12-01 | 60.6645429250 |
| 2006-01-01 | 60.6157768962 |
| 2006-02-01 | 61.0437171694 |
| 2006-03-01 | 61.4569854009 |
| 2006-04-01 | 61.2818342707 |
| 2006-05-01 | 62.4223827274 |
| 2006-06-01 | 62.8636599953 |
| 2006-07-01 | 64.0113892189 |
| 2006-08-01 | 63.2174648821 |
| 2006-09-01 | 62.7491881793 |
| 2006-10-01 | 62.3682887614 |
| 2006-11-01 | 62.5450166125 |
| 2006-12-01 | 62.8305070617 |
| 2007-01-01 | 63.1129919263 |
| 2007-02-01 | 63.1326886541 |
| 2007-03-01 | 63.2931083662 |
| 2007-04-01 | 62.9401193609 |
| 2007-05-01 | 63.3618763347 |
| 2007-06-01 | 62.9796292661 |
| 2007-07-01 | 63.2269793283 |
| 2007-08-01 | 63.3349655174 |
| 2007-09-01 | 63.3953585775 |
| 2007-10-01 | 64.2345812038 |
| 2007-11-01 | 64.4324940289 |
| 2007-12-01 | 64.3967313608 |
| 2008-01-01 | 63.7728189805 |
| 2008-02-01 | 63.5309641395 |
| 2008-03-01 | 62.8702365319 |
| 2008-04-01 | 62.2224490772 |
| 2008-05-01 | 61.3481895189 |
| 2008-06-01 | 61.2830321817 |
| 2008-07-01 | 61.1933771948 |
| 2008-08-01 | 60.3321373070 |
| 2008-09-01 | 59.7445035874 |
| 2008-10-01 | 58.7250936548 |
| 2008-11-01 | 58.1115784253 |
| 2008-12-01 | 57.0163654926 |
| 2009-01-01 | 55.9812585709 |
| 2009-02-01 | 54.2108020846 |
| 2009-03-01 | 53.4010915004 |
| 2009-04-01 | 53.0732238695 |
| 2009-05-01 | 52.4963591981 |
| 2009-06-01 | 52.9416622413 |
| 2009-07-01 | 52.7654026293 |
| 2009-08-01 | 52.7717231431 |
| 2009-09-01 | 52.5023452549 |
| 2009-10-01 | 52.4884099920 |
| 2009-11-01 | 52.2384752421 |
| 2009-12-01 | 52.6285002140 |
| 2010-01-01 | 49.0780713565 |
| 2010-02-01 | 49.3179397801 |
| 2010-03-01 | 49.5284764030 |
| 2010-04-01 | 50.4131151885 |
| 2010-05-01 | 50.3624954676 |
| 2010-06-01 | 50.5771327207 |
| 2010-07-01 | 50.4518941591 |
| 2010-08-01 | 50.5195539622 |
| 2010-09-01 | 50.7819806837 |
| 2010-10-01 | 50.7246370610 |
| 2010-11-01 | 51.1704508303 |
| 2010-12-01 | 50.8940750810 |
| 2011-01-01 | 50.6136555757 |
| 2011-02-01 | 50.7268529872 |
| 2011-03-01 | 51.7983205471 |
| 2011-04-01 | 52.2106706617 |
| 2011-05-01 | 52.2995108136 |
| 2011-06-01 | 52.3971882664 |
| 2011-07-01 | 52.3342961963 |
| 2011-08-01 | 52.3105341902 |
| 2011-09-01 | 52.6213328466 |
| 2011-10-01 | 53.2683595968 |
| 2011-11-01 | 53.0728697814 |
| 2011-12-01 | 53.2002474610 |
| 2012-01-01 | 54.2874096798 |
| 2012-02-01 | 53.9250564314 |
| 2012-03-01 | 54.3088024164 |
| 2012-04-01 | 54.4733295903 |
| 2012-05-01 | 54.7351694896 |
| 2012-06-01 | 54.5631005597 |
| 2012-07-01 | 54.6830890639 |
| 2012-08-01 | 55.2681955740 |
| 2012-09-01 | 55.9644641466 |
| 2012-10-01 | 56.9167254998 |
| 2012-11-01 | 57.5551797974 |
| 2012-12-01 | 58.1656424075 |
| 2013-01-01 | 58.2603098006 |
| 2013-02-01 | 58.1971572176 |
| 2013-03-01 | 58.1507715721 |
| 2013-04-01 | 58.0034080630 |
| 2013-05-01 | 58.1100037287 |
| 2013-06-01 | 57.3553691764 |
| 2013-07-01 | 58.3812369304 |
| 2013-08-01 | 58.6792986663 |
| 2013-09-01 | 58.5881889404 |
| 2013-10-01 | 58.2440073515 |
| 2013-11-01 | 57.9992543950 |
| 2013-12-01 | 57.4214115677 |
| 2014-01-01 | 58.3402261948 |
| 2014-02-01 | 58.9775542370 |
| 2014-03-01 | 59.1940961594 |
| 2014-04-01 | 59.5322842490 |
| 2014-05-01 | 60.7778589510 |
| 2014-06-01 | 60.0537092865 |
| 2014-07-01 | 59.4059701474 |
| 2014-08-01 | 60.0418768658 |
| 2014-09-01 | 60.1624278320 |
| 2014-10-01 | 60.0220623519 |
| 2014-11-01 | 60.2114326704 |
| 2014-12-01 | 60.6567720862 |
| 2015-01-01 | 61.1418465033 |
| 2015-02-01 | 61.3212586891 |
| 2015-03-01 | 61.8188319413 |
| 2015-04-01 | 62.9181994640 |
| 2015-05-01 | 62.0860795137 |
| 2015-06-01 | 61.7567441986 |
| 2015-07-01 | 62.0316493971 |
| 2015-08-01 | 61.9707729183 |
| 2015-09-01 | 61.9670600590 |
| 2015-10-01 | 62.4555090683 |
| 2015-11-01 | 62.9333584049 |
| 2015-12-01 | 63.2799085933 |
| 2016-01-01 | 63.3719352000 |
| 2016-02-01 | 63.3955701147 |
| 2016-03-01 | 63.3617447405 |
| 2016-04-01 | 64.5557339784 |
| 2016-05-01 | 63.9280238596 |
| 2016-06-01 | 64.5433460633 |
| 2016-07-01 | 64.7826445263 |
| 2016-08-01 | 65.0875644703 |
| 2016-09-01 | 65.2497808109 |
| 2016-10-01 | 65.3987364618 |
| 2016-11-01 | 65.9048531576 |
| 2016-12-01 | 65.6563513010 |
| 2017-01-01 | 66.0907311166 |
| 2017-02-01 | 66.4982603295 |
| 2017-03-01 | 67.8976409704 |
| 2017-04-01 | 66.4337184735 |
| 2017-05-01 | 66.4889575907 |
| 2017-06-01 | 66.6339378332 |
| 2017-07-01 | 67.0924574182 |
| 2017-08-01 | 66.6657814597 |
| 2017-09-01 | 66.6937431911 |
| 2017-10-01 | 66.9777364600 |
| 2017-11-01 | 65.4636944989 |
| 2017-12-01 | 65.6001339210 |
| 2018-01-01 | 65.6642633103 |
| 2018-02-01 | 65.8107933642 |
| 2018-03-01 | 66.4680906353 |
| 2018-04-01 | 66.4025588558 |
| 2018-05-01 | 67.0482547471 |
| 2018-06-01 | 66.7047502158 |
| 2018-07-01 | 66.6373871006 |
| 2018-08-01 | 67.2057166734 |
| 2018-09-01 | 67.5070010158 |
| 2018-10-01 | 67.0088349824 |
| 2018-11-01 | 67.1422013735 |
| 2018-12-01 | 67.8092174947 |
| 2019-01-01 | 66.1069193624 |
| 2019-02-01 | 65.3030031194 |
| 2019-03-01 | 66.2359707639 |
| 2019-04-01 | 66.4475501007 |
| 2019-05-01 | 66.2708331231 |
| 2019-06-01 | 67.0851751292 |
| 2019-07-01 | 66.8222941703 |
| 2019-08-01 | 67.4768268208 |
| 2019-09-01 | 67.4991638663 |
| 2019-10-01 | 67.6164729826 |
| 2019-11-01 | 68.5770928279 |
| 2019-12-01 | 69.0224998289 |
| 2020-01-01 | 69.0951749958 |
| 2020-02-01 | 69.0532290516 |
| 2020-03-01 | 68.4157954758 |
| 2020-04-01 | 56.7492727772 |
| 2020-05-01 | 57.5833901805 |
| 2020-06-01 | 58.6880518721 |
| 2020-07-01 | 59.3882171249 |
| 2020-08-01 | 59.4103199616 |
| 2020-09-01 | 58.9503703086 |
| 2020-10-01 | 60.9451129832 |
| 2020-11-01 | 61.2881221178 |
| 2020-12-01 | 61.7016389654 |
| 2021-01-01 | 62.4683962531 |
| 2021-02-01 | 62.8623243774 |
| 2021-03-01 | 63.3636497137 |
| 2021-04-01 | 63.7536586876 |
| 2021-05-01 | 64.2444396645 |
| 2021-06-01 | 63.6063667177 |
| 2021-07-01 | 64.1059992774 |
| 2021-08-01 | 64.3057041391 |
| 2021-09-01 | 64.1800915843 |
| 2021-10-01 | 66.0139517426 |
| 2021-11-01 | 67.6636028524 |
| 2021-12-01 | 66.2699143122 |
| 2022-01-01 | 66.3969138066 |
| 2022-02-01 | 66.6254084094 |
| 2022-03-01 | 66.5032084790 |
| 2022-04-01 | 65.5871013700 |
| 2022-05-01 | 65.6887098500 |
| 2022-06-01 | 65.8050366326 |
| 2022-07-01 | 64.7848569886 |
| 2022-08-01 | 64.8219622889 |
| 2022-09-01 | 64.2548308541 |
| 2022-10-01 | 64.1173465806 |
| 2022-11-01 | 63.2102721983 |
| 2022-12-01 | 63.0096000905 |
| 2023-01-01 | 62.0370812941 |
| 2023-02-01 | 62.2931106426 |
| 2023-03-01 | 62.1730802211 |
| 2023-04-01 | 62.6920652797 |
| 2023-05-01 | 62.2521579463 |
| 2023-06-01 | 62.2436555507 |
| 2023-07-01 | 62.7927679415 |
| 2023-08-01 | 62.8415190470 |
| 2023-09-01 | 63.2111583294 |
| 2023-10-01 | 62.2679683700 |
| 2023-11-01 | 62.6910260645 |
| 2023-12-01 | 62.6289269629 |
| 2024-01-01 | 63.0455513423 |
| 2024-02-01 | 62.6273416503 |
| 2024-03-01 | 62.5937790729 |
| 2024-04-01 | 62.9047738713 |
| 2024-05-01 | 63.1363329192 |
| 2024-06-01 | 62.8353176534 |
| 2024-07-01 | 63.3057305191 |
| 2024-08-01 | 63.4640784489 |
| 2024-09-01 | 63.1183980687 |
| 2024-10-01 | 63.4012516168 |
| 2024-11-01 | 63.7156895078 |
| 2024-12-01 | 62.9315994895 |
| 2025-01-01 | 64.2560395992 |
| 2025-02-01 | 64.0764234948 |
| 2025-03-01 | 64.1358408622 |
| 2025-04-01 | 64.0971673918 |
| 2025-05-01 | 63.8421274941 |
| 2025-06-01 | 63.3615383505 |
| 2025-07-01 | 64.3213034593 |
| 2025-08-01 | 63.5162793771 |
| 2025-09-01 | 63.4039817767 |
| 2025-10-01 | 63.4036197469 |
| 2025-11-01 | 63.3249383531 |
| 2025-12-01 | 63.5348126564 |
| 2026-01-01 | 63.3618130858 |
| 2026-02-01 | 63.4253321679 |
| 2026-03-01 | 63.7558169766 |
| 2026-04-01 | 62.8367736485 |
| 2026-05-01 | 62.4482831434 |
| 2026-06-01 | 62.5841378394 |
| 2026-07-01 | 61.9369099778 |
| 2026-08-01 | 61.7943651101 |