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 2025-11-01 |
| Last Updated | 2026-01-08 12:22 AM CST |
| 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 | 43.2780790275727 |
| 1990-02-01 | 43.2155817228783 |
| 1990-03-01 | 43.2027105769809 |
| 1990-04-01 | 42.5919011310988 |
| 1990-05-01 | 42.8251542355187 |
| 1990-06-01 | 43.3734592435291 |
| 1990-07-01 | 44.7669685393514 |
| 1990-08-01 | 43.9653421181264 |
| 1990-09-01 | 43.4625046447750 |
| 1990-10-01 | 43.6460657429685 |
| 1990-11-01 | 43.8865787813539 |
| 1990-12-01 | 44.0025873614100 |
| 1991-01-01 | 43.6783048635111 |
| 1991-02-01 | 43.7271269977287 |
| 1991-03-01 | 43.6611189195864 |
| 1991-04-01 | 44.2045139438951 |
| 1991-05-01 | 44.4754329831433 |
| 1991-06-01 | 44.4064987310617 |
| 1991-07-01 | 43.9118727234267 |
| 1991-08-01 | 43.6246985521740 |
| 1991-09-01 | 43.4583866356225 |
| 1991-10-01 | 42.6376108395505 |
| 1991-11-01 | 42.7764618479710 |
| 1991-12-01 | 42.8775862381526 |
| 1992-01-01 | 42.6642589403523 |
| 1992-02-01 | 42.4158616597711 |
| 1992-03-01 | 42.0986316401309 |
| 1992-04-01 | 42.1537484364796 |
| 1992-05-01 | 42.3707575608146 |
| 1992-06-01 | 42.1090593818553 |
| 1992-07-01 | 42.2834610201849 |
| 1992-08-01 | 42.0635145671316 |
| 1992-09-01 | 42.4600889935082 |
| 1992-10-01 | 42.4513641512318 |
| 1992-11-01 | 42.4361232193853 |
| 1992-12-01 | 41.9076836872390 |
| 1993-01-01 | 43.2124227319900 |
| 1993-02-01 | 43.3511013895414 |
| 1993-03-01 | 43.5010704804395 |
| 1993-04-01 | 44.3478858251793 |
| 1993-05-01 | 44.2367029420951 |
| 1993-06-01 | 44.3742930097602 |
| 1993-07-01 | 45.3224190189393 |
| 1993-08-01 | 46.0530042558960 |
| 1993-09-01 | 45.9604097756220 |
| 1993-10-01 | 47.0265870872636 |
| 1993-11-01 | 47.1746189411879 |
| 1993-12-01 | 47.2045935222869 |
| 1994-01-01 | 46.1751900423595 |
| 1994-02-01 | 46.4246363633979 |
| 1994-03-01 | 47.2834017534580 |
| 1994-04-01 | 47.4805772459395 |
| 1994-05-01 | 47.6511390623899 |
| 1994-06-01 | 47.6500564922018 |
| 1994-07-01 | 47.1537633506790 |
| 1994-08-01 | 46.8292036326746 |
| 1994-09-01 | 47.5710946511501 |
| 1994-10-01 | 47.2906869049376 |
| 1994-11-01 | 48.0453065702597 |
| 1994-12-01 | 48.2784676622731 |
| 1995-01-01 | 49.1913142485382 |
| 1995-02-01 | 49.5607065627517 |
| 1995-03-01 | 50.1983774906227 |
| 1995-04-01 | 48.6950623333691 |
| 1995-05-01 | 49.2954102140842 |
| 1995-06-01 | 49.7503194676422 |
| 1995-07-01 | 50.0869989442838 |
| 1995-08-01 | 50.2795159411672 |
| 1995-09-01 | 51.0445332643001 |
| 1995-10-01 | 51.5469381302750 |
| 1995-11-01 | 51.4047603481210 |
| 1995-12-01 | 51.3088305284790 |
| 1996-01-01 | 54.5367137262137 |
| 1996-02-01 | 52.5134243450172 |
| 1996-03-01 | 51.9829624083766 |
| 1996-04-01 | 52.0900295405915 |
| 1996-05-01 | 52.5909621743099 |
| 1996-06-01 | 53.4107012064877 |
| 1996-07-01 | 56.8448249723326 |
| 1996-08-01 | 57.7989678940683 |
| 1996-09-01 | 58.5530873137260 |
| 1996-10-01 | 59.4665558450975 |
| 1996-11-01 | 61.2337688712342 |
| 1996-12-01 | 61.4251636577824 |
| 1997-01-01 | 59.5274086519383 |
| 1997-02-01 | 58.4890934957125 |
| 1997-03-01 | 59.2817477215859 |
| 1997-04-01 | 60.4208921695402 |
| 1997-05-01 | 61.3382716528588 |
| 1997-06-01 | 61.8055202709951 |
| 1997-07-01 | 64.3329557087582 |
| 1997-08-01 | 63.4271960693908 |
| 1997-09-01 | 63.9607119022016 |
| 1997-10-01 | 61.9098712951888 |
| 1997-11-01 | 61.4017906159553 |
| 1997-12-01 | 61.5964755371379 |
| 1998-01-01 | 62.3733568353137 |
| 1998-02-01 | 63.7137585592437 |
| 1998-03-01 | 64.3200826440793 |
| 1998-04-01 | 63.4418821011178 |
| 1998-05-01 | 63.1046405344174 |
| 1998-06-01 | 62.8393628461793 |
| 1998-07-01 | 62.0618113765876 |
| 1998-08-01 | 62.4867969427360 |
| 1998-09-01 | 62.4039473520871 |
| 1998-10-01 | 62.5185045503365 |
| 1998-11-01 | 63.3755106624157 |
| 1998-12-01 | 63.4072887387627 |
| 1999-01-01 | 63.2514491782841 |
| 1999-02-01 | 63.0843063065492 |
| 1999-03-01 | 63.6704041122746 |
| 1999-04-01 | 64.2386445460000 |
| 1999-05-01 | 63.8138331583159 |
| 1999-06-01 | 63.8580440496955 |
| 1999-07-01 | 64.6656590093217 |
| 1999-08-01 | 63.8903738345319 |
| 1999-09-01 | 64.0956140403071 |
| 1999-10-01 | 65.1356273123360 |
| 1999-11-01 | 65.1919550550426 |
| 1999-12-01 | 65.8323886172090 |
| 2000-01-01 | 66.6695676048146 |
| 2000-02-01 | 66.4985446936492 |
| 2000-03-01 | 66.4423556043307 |
| 2000-04-01 | 67.9118196744780 |
| 2000-05-01 | 67.9376812041003 |
| 2000-06-01 | 67.8093349808274 |
| 2000-07-01 | 67.5267934398906 |
| 2000-08-01 | 66.4963395376691 |
| 2000-09-01 | 67.5209793121300 |
| 2000-10-01 | 67.2150970627733 |
| 2000-11-01 | 67.4945297929598 |
| 2000-12-01 | 66.0821307499294 |
| 2001-01-01 | 63.7765162335770 |
| 2001-02-01 | 62.7979929933650 |
| 2001-03-01 | 61.8393658689234 |
| 2001-04-01 | 59.9151122454048 |
| 2001-05-01 | 59.4708716366815 |
| 2001-06-01 | 58.9778832385270 |
| 2001-07-01 | 57.6430780442287 |
| 2001-08-01 | 56.8549439827473 |
| 2001-09-01 | 56.2596704617216 |
| 2001-10-01 | 55.5894080927053 |
| 2001-11-01 | 54.9632319106297 |
| 2001-12-01 | 54.6590838419616 |
| 2002-01-01 | 54.9977711438687 |
| 2002-02-01 | 54.3219637422234 |
| 2002-03-01 | 54.6366093487026 |
| 2002-04-01 | 53.2589177594884 |
| 2002-05-01 | 53.1830755417226 |
| 2002-06-01 | 52.5780630352714 |
| 2002-07-01 | 52.1789648038865 |
| 2002-08-01 | 52.0131148639464 |
| 2002-09-01 | 52.0486663821633 |
| 2002-10-01 | 51.4248881326462 |
| 2002-11-01 | 51.2312028878978 |
| 2002-12-01 | 51.1649753649284 |
| 2003-01-01 | 50.8507508517184 |
| 2003-02-01 | 50.4743113557512 |
| 2003-03-01 | 50.2784381057976 |
| 2003-04-01 | 50.4060866644368 |
| 2003-05-01 | 50.0178665179169 |
| 2003-06-01 | 50.4530332411316 |
| 2003-07-01 | 52.1819645071950 |
| 2003-08-01 | 51.7565785986728 |
| 2003-09-01 | 51.5392792888427 |
| 2003-10-01 | 51.6975113169796 |
| 2003-11-01 | 51.9062073753310 |
| 2003-12-01 | 51.6427127518423 |
| 2004-01-01 | 52.5429262065639 |
| 2004-02-01 | 53.1344104868148 |
| 2004-03-01 | 52.7099104117489 |
| 2004-04-01 | 54.6644973181607 |
| 2004-05-01 | 54.8505559090541 |
| 2004-06-01 | 54.8364921494153 |
| 2004-07-01 | 53.1978815312774 |
| 2004-08-01 | 53.4405598018974 |
| 2004-09-01 | 53.5850942357694 |
| 2004-10-01 | 54.4790128409225 |
| 2004-11-01 | 54.5194207191339 |
| 2004-12-01 | 54.6555282647365 |
| 2005-01-01 | 54.8773901736902 |
| 2005-02-01 | 55.3268627851414 |
| 2005-03-01 | 55.0282678182424 |
| 2005-04-01 | 55.0051990909659 |
| 2005-05-01 | 54.4777078543573 |
| 2005-06-01 | 53.7864812963018 |
| 2005-07-01 | 54.1964376537052 |
| 2005-08-01 | 54.9433217958319 |
| 2005-09-01 | 55.5061840572514 |
| 2005-10-01 | 55.1286503064710 |
| 2005-11-01 | 55.5063720723352 |
| 2005-12-01 | 56.0283227491448 |
| 2006-01-01 | 56.0082435902132 |
| 2006-02-01 | 56.3799983835311 |
| 2006-03-01 | 56.7888006602639 |
| 2006-04-01 | 56.5906083192738 |
| 2006-05-01 | 57.6962236868975 |
| 2006-06-01 | 58.2747962829676 |
| 2006-07-01 | 59.0875959280795 |
| 2006-08-01 | 58.6716391905081 |
| 2006-09-01 | 58.0407582541765 |
| 2006-10-01 | 57.5978594556618 |
| 2006-11-01 | 57.7920634334637 |
| 2006-12-01 | 58.0140963403986 |
| 2007-01-01 | 58.1865644300501 |
| 2007-02-01 | 58.1540856051018 |
| 2007-03-01 | 58.2472946801123 |
| 2007-04-01 | 58.1522308708028 |
| 2007-05-01 | 58.4932457288402 |
| 2007-06-01 | 58.1789206863660 |
| 2007-07-01 | 58.7310685103433 |
| 2007-08-01 | 58.4892297066825 |
| 2007-09-01 | 58.5749033083134 |
| 2007-10-01 | 59.3748950545544 |
| 2007-11-01 | 59.3999915706575 |
| 2007-12-01 | 59.3718740913108 |
| 2008-01-01 | 58.7258156365677 |
| 2008-02-01 | 58.6500824269113 |
| 2008-03-01 | 57.7686198863171 |
| 2008-04-01 | 57.1342414774041 |
| 2008-05-01 | 56.3281455905876 |
| 2008-06-01 | 56.2736425558967 |
| 2008-07-01 | 55.7495934703497 |
| 2008-08-01 | 55.0925459424854 |
| 2008-09-01 | 54.5213083927605 |
| 2008-10-01 | 53.4626878052930 |
| 2008-11-01 | 52.7722460570831 |
| 2008-12-01 | 51.7857871770147 |
| 2009-01-01 | 51.1416485218162 |
| 2009-02-01 | 49.4061811722727 |
| 2009-03-01 | 48.4079974148097 |
| 2009-04-01 | 48.3214594107211 |
| 2009-05-01 | 47.7000724745192 |
| 2009-06-01 | 48.0014593933171 |
| 2009-07-01 | 47.7687514510429 |
| 2009-08-01 | 48.0102282626627 |
| 2009-09-01 | 47.6634262969052 |
| 2009-10-01 | 47.7077985402693 |
| 2009-11-01 | 47.4573053857314 |
| 2009-12-01 | 47.8650399923248 |
| 2010-01-01 | 44.3504248549261 |
| 2010-02-01 | 44.4973198073300 |
| 2010-03-01 | 44.4669512346756 |
| 2010-04-01 | 45.6880935713583 |
| 2010-05-01 | 45.7758414040872 |
| 2010-06-01 | 46.0431328234697 |
| 2010-07-01 | 45.9901074439712 |
| 2010-08-01 | 46.0345505915432 |
| 2010-09-01 | 46.3223363836178 |
| 2010-10-01 | 46.3172523408723 |
| 2010-11-01 | 46.8307910067571 |
| 2010-12-01 | 46.6983982310779 |
| 2011-01-01 | 46.6307689622470 |
| 2011-02-01 | 46.8345626757156 |
| 2011-03-01 | 47.1735678922420 |
| 2011-04-01 | 47.7218720676804 |
| 2011-05-01 | 47.7299466218057 |
| 2011-06-01 | 47.8741547354658 |
| 2011-07-01 | 47.8915196716466 |
| 2011-08-01 | 47.8020917524901 |
| 2011-09-01 | 48.1503030753397 |
| 2011-10-01 | 48.7383733878924 |
| 2011-11-01 | 48.6797974970684 |
| 2011-12-01 | 48.6784047927979 |
| 2012-01-01 | 49.9208016655049 |
| 2012-02-01 | 49.5247214796376 |
| 2012-03-01 | 49.8506916237467 |
| 2012-04-01 | 49.8973818878344 |
| 2012-05-01 | 50.1734112427099 |
| 2012-06-01 | 50.0455836974537 |
| 2012-07-01 | 50.1441717794358 |
| 2012-08-01 | 50.8378578784924 |
| 2012-09-01 | 51.3807028714511 |
| 2012-10-01 | 52.1595165531414 |
| 2012-11-01 | 52.7213474743965 |
| 2012-12-01 | 53.2315858695084 |
| 2013-01-01 | 53.2074611650978 |
| 2013-02-01 | 53.1931030304529 |
| 2013-03-01 | 52.9367000970817 |
| 2013-04-01 | 53.0306342710892 |
| 2013-05-01 | 53.1515400299705 |
| 2013-06-01 | 52.3264516847182 |
| 2013-07-01 | 53.2559891479245 |
| 2013-08-01 | 53.5324094534962 |
| 2013-09-01 | 53.4937497958404 |
| 2013-10-01 | 53.2641116130312 |
| 2013-11-01 | 52.9720207186276 |
| 2013-12-01 | 52.4972028433706 |
| 2014-01-01 | 53.4061593921829 |
| 2014-02-01 | 53.8946571203835 |
| 2014-03-01 | 54.1299138141608 |
| 2014-04-01 | 54.3402019868196 |
| 2014-05-01 | 55.3986039294418 |
| 2014-06-01 | 54.8051177883922 |
| 2014-07-01 | 54.2012895138473 |
| 2014-08-01 | 54.7830348097946 |
| 2014-09-01 | 54.8552897111965 |
| 2014-10-01 | 54.8275642576456 |
| 2014-11-01 | 55.1031742669473 |
| 2014-12-01 | 55.4319112047628 |
| 2015-01-01 | 55.9099883651649 |
| 2015-02-01 | 56.0709179135065 |
| 2015-03-01 | 56.5705310038567 |
| 2015-04-01 | 57.5083100956424 |
| 2015-05-01 | 56.6730837401733 |
| 2015-06-01 | 56.3913377257077 |
| 2015-07-01 | 56.6456310683083 |
| 2015-08-01 | 56.6021816856425 |
| 2015-09-01 | 56.5577508777790 |
| 2015-10-01 | 56.9590395818160 |
| 2015-11-01 | 57.3565296755054 |
| 2015-12-01 | 57.6373583462362 |
| 2016-01-01 | 57.8374781975099 |
| 2016-02-01 | 57.8649896440544 |
| 2016-03-01 | 57.9357119834097 |
| 2016-04-01 | 59.0244547718316 |
| 2016-05-01 | 58.4855559993762 |
| 2016-06-01 | 59.0637472299794 |
| 2016-07-01 | 59.2126176980299 |
| 2016-08-01 | 59.4160310690151 |
| 2016-09-01 | 59.6426070958141 |
| 2016-10-01 | 59.7108052895645 |
| 2016-11-01 | 60.0474684716036 |
| 2016-12-01 | 59.6927364048443 |
| 2017-01-01 | 60.2519244087644 |
| 2017-02-01 | 60.5652640897453 |
| 2017-03-01 | 61.8928735474053 |
| 2017-04-01 | 60.4889664151803 |
| 2017-05-01 | 60.5308964714645 |
| 2017-06-01 | 60.6551221870278 |
| 2017-07-01 | 61.0335229067377 |
| 2017-08-01 | 60.5854779597592 |
| 2017-09-01 | 60.5966502454014 |
| 2017-10-01 | 60.9066489490865 |
| 2017-11-01 | 59.3352722255751 |
| 2017-12-01 | 59.3213068931734 |
| 2018-01-01 | 59.2929505024808 |
| 2018-02-01 | 59.4560329464474 |
| 2018-03-01 | 60.0801692592251 |
| 2018-04-01 | 60.0585660586736 |
| 2018-05-01 | 60.7840117042881 |
| 2018-06-01 | 60.3266066384035 |
| 2018-07-01 | 60.3808719138672 |
| 2018-08-01 | 61.0218049678056 |
| 2018-09-01 | 61.4057820606897 |
| 2018-10-01 | 60.7550043257331 |
| 2018-11-01 | 60.8188291371011 |
| 2018-12-01 | 61.3208525789594 |
| 2019-01-01 | 59.8132666528647 |
| 2019-02-01 | 59.0359780628386 |
| 2019-03-01 | 59.9577537567992 |
| 2019-04-01 | 60.2282670865333 |
| 2019-05-01 | 60.0177026240090 |
| 2019-06-01 | 60.8150481458554 |
| 2019-07-01 | 60.3600603220154 |
| 2019-08-01 | 60.8865318353029 |
| 2019-09-01 | 60.9013423155722 |
| 2019-10-01 | 61.0722482451008 |
| 2019-11-01 | 62.0512316846466 |
| 2019-12-01 | 62.4324810288053 |
| 2020-01-01 | 62.3647948353481 |
| 2020-02-01 | 62.2668037242054 |
| 2020-03-01 | 61.7077170888496 |
| 2020-04-01 | 50.8879631477340 |
| 2020-05-01 | 51.3363792844807 |
| 2020-06-01 | 52.4124142545039 |
| 2020-07-01 | 53.1059839441301 |
| 2020-08-01 | 53.2295347901803 |
| 2020-09-01 | 52.6322951039454 |
| 2020-10-01 | 54.6082027604506 |
| 2020-11-01 | 54.8447818265275 |
| 2020-12-01 | 55.3457428732252 |
| 2021-01-01 | 56.3299941636054 |
| 2021-02-01 | 56.6714179370887 |
| 2021-03-01 | 57.2280673555616 |
| 2021-04-01 | 57.5838046249779 |
| 2021-05-01 | 58.0280550675987 |
| 2021-06-01 | 57.3590843817335 |
| 2021-07-01 | 57.8331676516277 |
| 2021-08-01 | 57.9292228550986 |
| 2021-09-01 | 57.8188699716248 |
| 2021-10-01 | 59.5595631061067 |
| 2021-11-01 | 61.1629648169220 |
| 2021-12-01 | 59.6691816332580 |
| 2022-01-01 | 59.8496195970270 |
| 2022-02-01 | 60.0470772756519 |
| 2022-03-01 | 60.0085602474416 |
| 2022-04-01 | 59.3311484113064 |
| 2022-05-01 | 59.3160765575372 |
| 2022-06-01 | 59.5732057969276 |
| 2022-07-01 | 58.6282213487942 |
| 2022-08-01 | 58.6725488659145 |
| 2022-09-01 | 57.9423103880858 |
| 2022-10-01 | 57.8310765180713 |
| 2022-11-01 | 56.7340588131728 |
| 2022-12-01 | 56.5741925083664 |
| 2023-01-01 | 55.7163930853002 |
| 2023-02-01 | 55.8608366162579 |
| 2023-03-01 | 55.7460038012891 |
| 2023-04-01 | 56.6137708631960 |
| 2023-05-01 | 55.9237536827749 |
| 2023-06-01 | 55.7253198298336 |
| 2023-07-01 | 56.2407446412704 |
| 2023-08-01 | 56.1989103182450 |
| 2023-09-01 | 56.4611769790493 |
| 2023-10-01 | 55.6450526212363 |
| 2023-11-01 | 56.0337960321340 |
| 2023-12-01 | 55.8281629144097 |
| 2024-01-01 | 56.5583924358108 |
| 2024-02-01 | 56.3635595482177 |
| 2024-03-01 | 56.0596909236743 |
| 2024-04-01 | 56.5088827845683 |
| 2024-05-01 | 56.5487834841691 |
| 2024-06-01 | 56.1370837682793 |
| 2024-07-01 | 56.6626815044296 |
| 2024-08-01 | 56.7151079433410 |
| 2024-09-01 | 56.1204334717953 |
| 2024-10-01 | 55.4564640849363 |
| 2024-11-01 | 56.6696849709786 |
| 2024-12-01 | 56.9647639204262 |
| 2025-01-01 | 56.6914429645609 |
| 2025-02-01 | 56.1541147339186 |
| 2025-03-01 | 56.3236421192080 |
| 2025-04-01 | 55.7331231599410 |
| 2025-05-01 | 55.0891917591997 |
| 2025-06-01 | 54.9847601876663 |
| 2025-07-01 | 54.5627700482405 |
| 2025-08-01 | 54.2429838610568 |
| 2025-09-01 | 54.3816860554237 |
| 2025-10-01 | 54.4402367265158 |
| 2025-11-01 | 54.3629486963600 |