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 2026-05-01 |
| Last Updated | 2026-06-24 10:48 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 | 46.2488444119309 |
| 1990-02-01 | 46.2736871778390 |
| 1990-03-01 | 46.1656851648328 |
| 1990-04-01 | 45.3273591837831 |
| 1990-05-01 | 45.9847473018713 |
| 1990-06-01 | 46.5244559887169 |
| 1990-07-01 | 47.9800895076496 |
| 1990-08-01 | 47.2423333459861 |
| 1990-09-01 | 46.8296297598971 |
| 1990-10-01 | 47.1199169962067 |
| 1990-11-01 | 47.3086762966880 |
| 1990-12-01 | 47.4556020520530 |
| 1991-01-01 | 46.6572327230259 |
| 1991-02-01 | 46.8755066858081 |
| 1991-03-01 | 46.8381514861501 |
| 1991-04-01 | 47.2513569919889 |
| 1991-05-01 | 47.8368335071171 |
| 1991-06-01 | 47.6458963119530 |
| 1991-07-01 | 47.0102921694121 |
| 1991-08-01 | 46.8086749813978 |
| 1991-09-01 | 46.5297129573846 |
| 1991-10-01 | 46.0079432443635 |
| 1991-11-01 | 46.1234872088374 |
| 1991-12-01 | 46.2407396733102 |
| 1992-01-01 | 45.9687722292446 |
| 1992-02-01 | 45.6526357015161 |
| 1992-03-01 | 45.6053584757555 |
| 1992-04-01 | 45.4285190492730 |
| 1992-05-01 | 45.7200886511348 |
| 1992-06-01 | 45.3229944072599 |
| 1992-07-01 | 45.5543588293797 |
| 1992-08-01 | 45.4381259393408 |
| 1992-09-01 | 45.8049041113282 |
| 1992-10-01 | 45.7279792845378 |
| 1992-11-01 | 45.8144731034483 |
| 1992-12-01 | 45.4775764624573 |
| 1993-01-01 | 46.7331405501927 |
| 1993-02-01 | 46.9893888349180 |
| 1993-03-01 | 47.1327758304483 |
| 1993-04-01 | 47.8336683482866 |
| 1993-05-01 | 47.7775307618751 |
| 1993-06-01 | 47.9677202997846 |
| 1993-07-01 | 48.8590693629759 |
| 1993-08-01 | 49.4202212222729 |
| 1993-09-01 | 49.6828766914848 |
| 1993-10-01 | 50.6186079804409 |
| 1993-11-01 | 50.6971619738640 |
| 1993-12-01 | 50.7758833938129 |
| 1994-01-01 | 49.9078650045171 |
| 1994-02-01 | 49.9402710990596 |
| 1994-03-01 | 51.0445622909076 |
| 1994-04-01 | 51.2814516273476 |
| 1994-05-01 | 51.4902279693253 |
| 1994-06-01 | 51.5144718244402 |
| 1994-07-01 | 51.0591986416469 |
| 1994-08-01 | 50.6804422238868 |
| 1994-09-01 | 51.2838274680973 |
| 1994-10-01 | 51.0947347930870 |
| 1994-11-01 | 51.5975845083375 |
| 1994-12-01 | 51.8260466993278 |
| 1995-01-01 | 52.9324551731588 |
| 1995-02-01 | 53.1757257384665 |
| 1995-03-01 | 54.0852029461460 |
| 1995-04-01 | 52.1903654887307 |
| 1995-05-01 | 52.9392386378253 |
| 1995-06-01 | 53.3964761388081 |
| 1995-07-01 | 53.8722447454571 |
| 1995-08-01 | 54.1262089045778 |
| 1995-09-01 | 54.8603614544034 |
| 1995-10-01 | 55.2686935090655 |
| 1995-11-01 | 55.1665716071866 |
| 1995-12-01 | 55.0180388958127 |
| 1996-01-01 | 58.1672977596254 |
| 1996-02-01 | 56.2440843262861 |
| 1996-03-01 | 55.8838443213278 |
| 1996-04-01 | 56.0030876829083 |
| 1996-05-01 | 56.5457782770856 |
| 1996-06-01 | 57.4399255330298 |
| 1996-07-01 | 60.9192765956232 |
| 1996-08-01 | 61.9347324421901 |
| 1996-09-01 | 62.6808083399041 |
| 1996-10-01 | 63.4948965560147 |
| 1996-11-01 | 65.3723735938134 |
| 1996-12-01 | 65.1991335666056 |
| 1997-01-01 | 63.6870317324879 |
| 1997-02-01 | 62.6627984455346 |
| 1997-03-01 | 63.6853151625485 |
| 1997-04-01 | 64.4628947489535 |
| 1997-05-01 | 65.3918368610730 |
| 1997-06-01 | 65.8173993200325 |
| 1997-07-01 | 68.2147679396559 |
| 1997-08-01 | 67.1614662552177 |
| 1997-09-01 | 67.8183365580422 |
| 1997-10-01 | 65.7505777883126 |
| 1997-11-01 | 65.1779388696718 |
| 1997-12-01 | 65.2684227136305 |
| 1998-01-01 | 66.2373450501604 |
| 1998-02-01 | 67.5100682354165 |
| 1998-03-01 | 68.2894033112676 |
| 1998-04-01 | 67.2055006238944 |
| 1998-05-01 | 66.7525691432344 |
| 1998-06-01 | 66.6539377351090 |
| 1998-07-01 | 65.9657555437590 |
| 1998-08-01 | 66.3055432248392 |
| 1998-09-01 | 66.3504372859884 |
| 1998-10-01 | 66.4400885978801 |
| 1998-11-01 | 67.2952361739508 |
| 1998-12-01 | 67.2066861045053 |
| 1999-01-01 | 67.2435777595011 |
| 1999-02-01 | 67.0053618899515 |
| 1999-03-01 | 67.6206033929848 |
| 1999-04-01 | 68.1135692858242 |
| 1999-05-01 | 67.7779998878988 |
| 1999-06-01 | 67.6733023022973 |
| 1999-07-01 | 68.4747499252602 |
| 1999-08-01 | 67.7858034728798 |
| 1999-09-01 | 67.9380597640798 |
| 1999-10-01 | 69.1230144202718 |
| 1999-11-01 | 69.1857309038304 |
| 1999-12-01 | 69.7880791462762 |
| 2000-01-01 | 70.3565743159957 |
| 2000-02-01 | 70.2169255554653 |
| 2000-03-01 | 70.3017974732352 |
| 2000-04-01 | 72.0774137270919 |
| 2000-05-01 | 72.1149535925412 |
| 2000-06-01 | 72.0397093743325 |
| 2000-07-01 | 71.5370013629717 |
| 2000-08-01 | 70.4498172821699 |
| 2000-09-01 | 71.5424078066664 |
| 2000-10-01 | 71.1693244689894 |
| 2000-11-01 | 71.3954286727751 |
| 2000-12-01 | 70.0879251902710 |
| 2001-01-01 | 68.1003424273973 |
| 2001-02-01 | 67.1310599592238 |
| 2001-03-01 | 66.2959064590030 |
| 2001-04-01 | 64.0676366768714 |
| 2001-05-01 | 63.8620112713427 |
| 2001-06-01 | 63.2106588623676 |
| 2001-07-01 | 62.0836716613954 |
| 2001-08-01 | 61.2688933881700 |
| 2001-09-01 | 60.6531501171120 |
| 2001-10-01 | 59.8184175536772 |
| 2001-11-01 | 58.8977378822173 |
| 2001-12-01 | 58.7851404497046 |
| 2002-01-01 | 59.0198367588831 |
| 2002-02-01 | 58.3305964701884 |
| 2002-03-01 | 58.6647177801868 |
| 2002-04-01 | 57.1979770352723 |
| 2002-05-01 | 56.9897403084431 |
| 2002-06-01 | 56.4987566023174 |
| 2002-07-01 | 56.1448216531008 |
| 2002-08-01 | 55.9302268974567 |
| 2002-09-01 | 55.9440757968849 |
| 2002-10-01 | 55.5409079247154 |
| 2002-11-01 | 55.2082890400834 |
| 2002-12-01 | 55.1031513995701 |
| 2003-01-01 | 54.8665985970204 |
| 2003-02-01 | 54.5595481123674 |
| 2003-03-01 | 54.3946018829615 |
| 2003-04-01 | 54.4392298507134 |
| 2003-05-01 | 54.2409320214837 |
| 2003-06-01 | 54.5357801787261 |
| 2003-07-01 | 56.4883342777689 |
| 2003-08-01 | 56.0723436929093 |
| 2003-09-01 | 55.9241971923498 |
| 2003-10-01 | 55.9902274549168 |
| 2003-11-01 | 56.4080205121452 |
| 2003-12-01 | 56.1927377773379 |
| 2004-01-01 | 57.0581695232417 |
| 2004-02-01 | 57.5988020735776 |
| 2004-03-01 | 57.1282586258992 |
| 2004-04-01 | 58.9094174214333 |
| 2004-05-01 | 59.2708222973059 |
| 2004-06-01 | 59.0691630836973 |
| 2004-07-01 | 57.9589154428180 |
| 2004-08-01 | 57.9643425789149 |
| 2004-09-01 | 58.0724615188451 |
| 2004-10-01 | 58.9597560519908 |
| 2004-11-01 | 58.8302917612911 |
| 2004-12-01 | 58.9050491878193 |
| 2005-01-01 | 59.2782189933768 |
| 2005-02-01 | 59.7828558924168 |
| 2005-03-01 | 59.4567431575085 |
| 2005-04-01 | 59.4740955375726 |
| 2005-05-01 | 58.9512873054375 |
| 2005-06-01 | 58.2001141514868 |
| 2005-07-01 | 59.1076409358610 |
| 2005-08-01 | 59.4791312086480 |
| 2005-09-01 | 60.0046377863410 |
| 2005-10-01 | 59.6032810378220 |
| 2005-11-01 | 59.9879893694171 |
| 2005-12-01 | 60.6645382430017 |
| 2006-01-01 | 60.6157782114821 |
| 2006-02-01 | 61.0437275084916 |
| 2006-03-01 | 61.4569874010449 |
| 2006-04-01 | 61.2818566087351 |
| 2006-05-01 | 62.4223892600398 |
| 2006-06-01 | 62.8636669683487 |
| 2006-07-01 | 64.0113922253797 |
| 2006-08-01 | 63.2174593508297 |
| 2006-09-01 | 62.7491746313094 |
| 2006-10-01 | 62.3682657882453 |
| 2006-11-01 | 62.5449915275328 |
| 2006-12-01 | 62.8304779559102 |
| 2007-01-01 | 63.1130198560212 |
| 2007-02-01 | 63.1327212564815 |
| 2007-03-01 | 63.2931153475058 |
| 2007-04-01 | 62.9401502472057 |
| 2007-05-01 | 63.3618887173379 |
| 2007-06-01 | 62.9796388556384 |
| 2007-07-01 | 63.2269802645677 |
| 2007-08-01 | 63.3349530978899 |
| 2007-09-01 | 63.3953328176161 |
| 2007-10-01 | 64.2345429372805 |
| 2007-11-01 | 64.4324507001828 |
| 2007-12-01 | 64.3966811744188 |
| 2008-01-01 | 63.7728819613558 |
| 2008-02-01 | 63.5310195409569 |
| 2008-03-01 | 62.8702556182291 |
| 2008-04-01 | 62.2224865809246 |
| 2008-05-01 | 61.3482042899526 |
| 2008-06-01 | 61.2830407774787 |
| 2008-07-01 | 61.1933705671700 |
| 2008-08-01 | 60.3321127568964 |
| 2008-09-01 | 59.7444667152716 |
| 2008-10-01 | 58.7250458823103 |
| 2008-11-01 | 58.1115208496404 |
| 2008-12-01 | 57.0162949868512 |
| 2009-01-01 | 55.9814012426583 |
| 2009-02-01 | 54.2108551401133 |
| 2009-03-01 | 53.4011157161054 |
| 2009-04-01 | 53.0732526539379 |
| 2009-05-01 | 52.4963643739018 |
| 2009-06-01 | 52.9416551137999 |
| 2009-07-01 | 52.7653824183299 |
| 2009-08-01 | 52.7716902319340 |
| 2009-09-01 | 52.5023048277155 |
| 2009-10-01 | 52.4883627393348 |
| 2009-11-01 | 52.2384211390910 |
| 2009-12-01 | 52.6284386905767 |
| 2010-01-01 | 49.0782648392762 |
| 2010-02-01 | 49.3179887072737 |
| 2010-03-01 | 49.5285010853823 |
| 2010-04-01 | 50.4131353263725 |
| 2010-05-01 | 50.3624956157924 |
| 2010-06-01 | 50.5770656905172 |
| 2010-07-01 | 50.4518822528881 |
| 2010-08-01 | 50.5195359579605 |
| 2010-09-01 | 50.7819481054749 |
| 2010-10-01 | 50.7245780688976 |
| 2010-11-01 | 51.1703698057362 |
| 2010-12-01 | 50.8940213113381 |
| 2011-01-01 | 50.6138712036594 |
| 2011-02-01 | 50.7268979108022 |
| 2011-03-01 | 51.7984066009215 |
| 2011-04-01 | 52.2107786301702 |
| 2011-05-01 | 52.2994316091966 |
| 2011-06-01 | 52.3970990883015 |
| 2011-07-01 | 52.3342789499502 |
| 2011-08-01 | 52.3105203357775 |
| 2011-09-01 | 52.6213023196109 |
| 2011-10-01 | 53.2682780455816 |
| 2011-11-01 | 53.0727494604872 |
| 2011-12-01 | 53.2001714750302 |
| 2012-01-01 | 54.2875320712317 |
| 2012-02-01 | 53.9250965975891 |
| 2012-03-01 | 54.3090157313066 |
| 2012-04-01 | 54.4736645253715 |
| 2012-05-01 | 54.7350594556890 |
| 2012-06-01 | 54.5629669063729 |
| 2012-07-01 | 54.6829949401586 |
| 2012-08-01 | 55.2681515586006 |
| 2012-09-01 | 55.9645094351931 |
| 2012-10-01 | 56.9166573944301 |
| 2012-11-01 | 57.5549798362335 |
| 2012-12-01 | 58.1655528461003 |
| 2013-01-01 | 58.2602200151012 |
| 2013-02-01 | 58.1968190562388 |
| 2013-03-01 | 58.1504817490454 |
| 2013-04-01 | 58.0059325097561 |
| 2013-05-01 | 58.1092453158127 |
| 2013-06-01 | 57.3549000251066 |
| 2013-07-01 | 58.3809342488796 |
| 2013-08-01 | 58.6791976726962 |
| 2013-09-01 | 58.5883245534791 |
| 2013-10-01 | 58.2441349190256 |
| 2013-11-01 | 57.9991556788578 |
| 2013-12-01 | 57.4213009458425 |
| 2014-01-01 | 58.3398919950772 |
| 2014-02-01 | 58.9770067144821 |
| 2014-03-01 | 59.1923553817912 |
| 2014-04-01 | 59.5373559865118 |
| 2014-05-01 | 60.7766563429051 |
| 2014-06-01 | 60.0528956445416 |
| 2014-07-01 | 59.4053518048258 |
| 2014-08-01 | 60.0414043461264 |
| 2014-09-01 | 60.1620950961307 |
| 2014-10-01 | 60.0244831509939 |
| 2014-11-01 | 60.2110180192214 |
| 2014-12-01 | 60.6564396523255 |
| 2015-01-01 | 61.1411311661925 |
| 2015-02-01 | 61.3201825167008 |
| 2015-03-01 | 61.8150743884515 |
| 2015-04-01 | 62.9259159628149 |
| 2015-05-01 | 62.0844143569188 |
| 2015-06-01 | 61.7557696884828 |
| 2015-07-01 | 62.0309307977393 |
| 2015-08-01 | 61.9703106568558 |
| 2015-09-01 | 61.9654111286998 |
| 2015-10-01 | 62.4610442170171 |
| 2015-11-01 | 62.9333659247655 |
| 2015-12-01 | 63.2791650033720 |
| 2016-01-01 | 63.3716324441881 |
| 2016-02-01 | 63.3922273196654 |
| 2016-03-01 | 63.3566766792208 |
| 2016-04-01 | 64.5637288754834 |
| 2016-05-01 | 63.9266434039288 |
| 2016-06-01 | 64.5427037684544 |
| 2016-07-01 | 64.7822349021330 |
| 2016-08-01 | 65.0872085446139 |
| 2016-09-01 | 65.2467237978927 |
| 2016-10-01 | 65.4077949671714 |
| 2016-11-01 | 65.9053328479749 |
| 2016-12-01 | 65.6552789908571 |
| 2017-01-01 | 66.0913923526057 |
| 2017-02-01 | 66.4932260849046 |
| 2017-03-01 | 67.8885675518090 |
| 2017-04-01 | 66.4407524728441 |
| 2017-05-01 | 66.4888823631807 |
| 2017-06-01 | 66.6342333581378 |
| 2017-07-01 | 67.0929250192034 |
| 2017-08-01 | 66.6663938754075 |
| 2017-09-01 | 66.6895500513927 |
| 2017-10-01 | 66.9880746916386 |
| 2017-11-01 | 65.4651006275202 |
| 2017-12-01 | 65.5987590577782 |
| 2018-01-01 | 65.6657821795788 |
| 2018-02-01 | 65.8046449787668 |
| 2018-03-01 | 66.4566225908522 |
| 2018-04-01 | 66.4065040238616 |
| 2018-05-01 | 67.0507027325631 |
| 2018-06-01 | 66.7068233154317 |
| 2018-07-01 | 66.6391655237335 |
| 2018-08-01 | 67.2071996701631 |
| 2018-09-01 | 67.5013664091521 |
| 2018-10-01 | 67.0192637942032 |
| 2018-11-01 | 67.1431489696643 |
| 2018-12-01 | 67.8073515142603 |
| 2019-01-01 | 66.1082401678096 |
| 2019-02-01 | 65.2974256639864 |
| 2019-03-01 | 66.2226722341891 |
| 2019-04-01 | 66.4503241911210 |
| 2019-05-01 | 66.2757904742171 |
| 2019-06-01 | 67.0892318082741 |
| 2019-07-01 | 66.8254358667779 |
| 2019-08-01 | 67.4792352253292 |
| 2019-09-01 | 67.4919710301110 |
| 2019-10-01 | 67.6235679205572 |
| 2019-11-01 | 68.5774817302618 |
| 2019-12-01 | 69.0210113639744 |
| 2020-01-01 | 69.0930053284467 |
| 2020-02-01 | 69.0472862577462 |
| 2020-03-01 | 68.4030785744578 |
| 2020-04-01 | 56.7570043221945 |
| 2020-05-01 | 57.5882245841268 |
| 2020-06-01 | 58.6925751398512 |
| 2020-07-01 | 59.3924680007442 |
| 2020-08-01 | 59.4141650768640 |
| 2020-09-01 | 58.9397455501855 |
| 2020-10-01 | 60.9437294727502 |
| 2020-11-01 | 61.2885235086694 |
| 2020-12-01 | 61.7007726568903 |
| 2021-01-01 | 62.4622853425547 |
| 2021-02-01 | 62.8593106740755 |
| 2021-03-01 | 63.3540641950224 |
| 2021-04-01 | 63.7731999266833 |
| 2021-05-01 | 64.2519749395269 |
| 2021-06-01 | 63.6126783426886 |
| 2021-07-01 | 64.1108972164369 |
| 2021-08-01 | 64.3094029032970 |
| 2021-09-01 | 64.1623443675276 |
| 2021-10-01 | 66.0016818404012 |
| 2021-11-01 | 67.6624899147100 |
| 2021-12-01 | 66.2670626488506 |
| 2022-01-01 | 66.3842628276884 |
| 2022-02-01 | 66.6251052551531 |
| 2022-03-01 | 66.5009771853841 |
| 2022-04-01 | 65.6216540786259 |
| 2022-05-01 | 65.7008917331280 |
| 2022-06-01 | 65.8257767127494 |
| 2022-07-01 | 64.7790895545234 |
| 2022-08-01 | 64.8224588972297 |
| 2022-09-01 | 64.2287644973274 |
| 2022-10-01 | 64.0951072936374 |
| 2022-11-01 | 63.2040533092083 |
| 2022-12-01 | 63.0000878516591 |
| 2023-01-01 | 62.0187837292807 |
| 2023-02-01 | 62.2950215244449 |
| 2023-03-01 | 62.1817396211273 |
| 2023-04-01 | 62.7431041366369 |
| 2023-05-01 | 62.2742264209298 |
| 2023-06-01 | 62.2970376935642 |
| 2023-07-01 | 62.7601708887824 |
| 2023-08-01 | 62.8285666882421 |
| 2023-09-01 | 63.1780322110026 |
| 2023-10-01 | 62.2385448895125 |
| 2023-11-01 | 62.6764265190720 |
| 2023-12-01 | 62.6098746053776 |
| 2024-01-01 | 63.0195164241112 |
| 2024-02-01 | 62.6316712400555 |
| 2024-03-01 | 62.6190653615242 |
| 2024-04-01 | 62.9774855963956 |
| 2024-05-01 | 63.1713317055059 |
| 2024-06-01 | 62.9393585680075 |
| 2024-07-01 | 63.2327484506996 |
| 2024-08-01 | 63.4192186359456 |
| 2024-09-01 | 63.0791218536109 |
| 2024-10-01 | 63.3652257147338 |
| 2024-11-01 | 63.6945144235857 |
| 2024-12-01 | 62.9041375073333 |
| 2025-01-01 | 64.2267718549295 |
| 2025-02-01 | 64.0851983598293 |
| 2025-03-01 | 64.1776186508684 |
| 2025-04-01 | 64.1890653079877 |
| 2025-05-01 | 63.8932655799556 |
| 2025-06-01 | 63.5165613756500 |
| 2025-07-01 | 64.2054378352894 |
| 2025-08-01 | 63.4308110562095 |
| 2025-09-01 | 63.3621270069566 |
| 2025-10-01 | 63.3663361257675 |
| 2025-11-01 | 63.2988047383328 |
| 2025-12-01 | 63.5013646799468 |
| 2026-01-01 | 63.3330085389072 |
| 2026-02-01 | 63.4399670921423 |
| 2026-03-01 | 63.8133597832520 |
| 2026-04-01 | 62.9390756778929 |
| 2026-05-01 | 62.7105029516649 |