Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056170001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 3:32 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 | 11.7999682998576 |
| 1990-02-01 | 11.7892539570510 |
| 1990-03-01 | 11.7255321548741 |
| 1990-04-01 | 11.9550650193270 |
| 1990-05-01 | 12.0292548613710 |
| 1990-06-01 | 12.2010315019845 |
| 1990-07-01 | 12.1964750481682 |
| 1990-08-01 | 12.1286353801440 |
| 1990-09-01 | 12.1401064722804 |
| 1990-10-01 | 12.1062853548651 |
| 1990-11-01 | 12.1444424026770 |
| 1990-12-01 | 12.2739659812772 |
| 1991-01-01 | 11.5125844552381 |
| 1991-02-01 | 11.6943172130695 |
| 1991-03-01 | 11.4220137446457 |
| 1991-04-01 | 11.3608065340451 |
| 1991-05-01 | 11.3305938056528 |
| 1991-06-01 | 11.1921431029536 |
| 1991-07-01 | 11.2972733784842 |
| 1991-08-01 | 11.3169319471784 |
| 1991-09-01 | 11.3302671986629 |
| 1991-10-01 | 11.3054882335156 |
| 1991-11-01 | 11.3428938495561 |
| 1991-12-01 | 11.4781781221988 |
| 1992-01-01 | 11.3450049957452 |
| 1992-02-01 | 11.3006505049466 |
| 1992-03-01 | 11.4083674671658 |
| 1992-04-01 | 11.6730576985295 |
| 1992-05-01 | 11.5341909030435 |
| 1992-06-01 | 11.4786696361144 |
| 1992-07-01 | 10.6941894646980 |
| 1992-08-01 | 10.5981452614755 |
| 1992-09-01 | 10.6145246681591 |
| 1992-10-01 | 10.7973037790631 |
| 1992-11-01 | 10.8367921374057 |
| 1992-12-01 | 10.6927004857050 |
| 1993-01-01 | 10.9861901127603 |
| 1993-02-01 | 11.1195860536614 |
| 1993-03-01 | 11.0972733277668 |
| 1993-04-01 | 11.0872426818450 |
| 1993-05-01 | 11.0309529700789 |
| 1993-06-01 | 11.0542704139746 |
| 1993-07-01 | 12.5818849588292 |
| 1993-08-01 | 12.7832080517264 |
| 1993-09-01 | 12.8078208407386 |
| 1993-10-01 | 11.4862978566295 |
| 1993-11-01 | 11.4301590147134 |
| 1993-12-01 | 11.3049043410221 |
| 1994-01-01 | 11.3294011913169 |
| 1994-02-01 | 11.2408062617967 |
| 1994-03-01 | 11.2895664059951 |
| 1994-04-01 | 11.2944741381906 |
| 1994-05-01 | 11.3285588081514 |
| 1994-06-01 | 11.3387840779722 |
| 1994-07-01 | 11.1691355253711 |
| 1994-08-01 | 11.0619621277929 |
| 1994-09-01 | 11.3004057220646 |
| 1994-10-01 | 10.7776730457341 |
| 1994-11-01 | 10.8282609848238 |
| 1994-12-01 | 10.9131980656861 |
| 1995-01-01 | 10.8531199327024 |
| 1995-02-01 | 11.0792916474238 |
| 1995-03-01 | 11.2896580388548 |
| 1995-04-01 | 10.9960251902050 |
| 1995-05-01 | 11.0169053335009 |
| 1995-06-01 | 11.2161940591538 |
| 1995-07-01 | 11.3530406264871 |
| 1995-08-01 | 11.4518791063724 |
| 1995-09-01 | 11.6108385706606 |
| 1995-10-01 | 11.6787341607514 |
| 1995-11-01 | 11.7303934280844 |
| 1995-12-01 | 11.7082360253978 |
| 1996-01-01 | 12.4612666640088 |
| 1996-02-01 | 12.5058753219435 |
| 1996-03-01 | 12.2956045323429 |
| 1996-04-01 | 12.5883302665655 |
| 1996-05-01 | 12.7086464500277 |
| 1996-06-01 | 12.7139041367487 |
| 1996-07-01 | 12.7347545710095 |
| 1996-08-01 | 12.4468049895663 |
| 1996-09-01 | 12.7194761204044 |
| 1996-10-01 | 12.8818207600862 |
| 1996-11-01 | 12.9333326586384 |
| 1996-12-01 | 12.9065597918506 |
| 1997-01-01 | 12.5508023166079 |
| 1997-02-01 | 12.8394177830707 |
| 1997-03-01 | 12.9024609964517 |
| 1997-04-01 | 12.9744734632855 |
| 1997-05-01 | 12.8918756404275 |
| 1997-06-01 | 12.7049550878401 |
| 1997-07-01 | 12.8261113831444 |
| 1997-08-01 | 12.8548859474706 |
| 1997-09-01 | 13.0332441229784 |
| 1997-10-01 | 12.5860388330926 |
| 1997-11-01 | 12.4356671419716 |
| 1997-12-01 | 12.5126841570990 |
| 1998-01-01 | 12.4348629591159 |
| 1998-02-01 | 12.2598937540291 |
| 1998-03-01 | 12.5095898529343 |
| 1998-04-01 | 12.1482511999731 |
| 1998-05-01 | 12.1761134372323 |
| 1998-06-01 | 12.2059202189422 |
| 1998-07-01 | 12.0290372380439 |
| 1998-08-01 | 11.9575120705659 |
| 1998-09-01 | 11.8335229124066 |
| 1998-10-01 | 11.9959812534492 |
| 1998-11-01 | 12.1437335698075 |
| 1998-12-01 | 12.2325939362503 |
| 1999-01-01 | 12.3174387778884 |
| 1999-02-01 | 12.4750534854861 |
| 1999-03-01 | 12.3059506445072 |
| 1999-04-01 | 12.4268182372388 |
| 1999-05-01 | 12.4537675124714 |
| 1999-06-01 | 12.4953830419844 |
| 1999-07-01 | 12.8413205457582 |
| 1999-08-01 | 12.8581692346013 |
| 1999-09-01 | 13.0383524298676 |
| 1999-10-01 | 13.1146811499245 |
| 1999-11-01 | 13.1585394102759 |
| 1999-12-01 | 13.1574149308929 |
| 2000-01-01 | 13.2073416186399 |
| 2000-02-01 | 13.1609739519319 |
| 2000-03-01 | 13.0914998522472 |
| 2000-04-01 | 13.4068473723644 |
| 2000-05-01 | 13.4394075049696 |
| 2000-06-01 | 13.5983331596280 |
| 2000-07-01 | 13.4510247060811 |
| 2000-08-01 | 13.5588881064049 |
| 2000-09-01 | 13.7423623785162 |
| 2000-10-01 | 13.7314936789447 |
| 2000-11-01 | 13.7748381178466 |
| 2000-12-01 | 13.7880695682797 |
| 2001-01-01 | 13.4971268427000 |
| 2001-02-01 | 13.8358591485415 |
| 2001-03-01 | 13.9617846085250 |
| 2001-04-01 | 14.0926016910132 |
| 2001-05-01 | 14.1330077556758 |
| 2001-06-01 | 14.1037707392705 |
| 2001-07-01 | 13.8674942933524 |
| 2001-08-01 | 14.0643037496432 |
| 2001-09-01 | 14.0529891640643 |
| 2001-10-01 | 14.0412138556020 |
| 2001-11-01 | 14.0883201945873 |
| 2001-12-01 | 14.0034551693790 |
| 2002-01-01 | 13.9919564941460 |
| 2002-02-01 | 13.9997426331351 |
| 2002-03-01 | 13.9304528390754 |
| 2002-04-01 | 13.8817478599048 |
| 2002-05-01 | 13.9407888103878 |
| 2002-06-01 | 13.8295485989322 |
| 2002-07-01 | 13.8795784277709 |
| 2002-08-01 | 13.8699939085511 |
| 2002-09-01 | 13.6592172132696 |
| 2002-10-01 | 13.5421243494366 |
| 2002-11-01 | 13.3884200279731 |
| 2002-12-01 | 13.2042104847596 |
| 2003-01-01 | 13.3911107199392 |
| 2003-02-01 | 13.5594613345712 |
| 2003-03-01 | 13.4136749705589 |
| 2003-04-01 | 13.1870051934312 |
| 2003-05-01 | 13.1652001367418 |
| 2003-06-01 | 13.1559248648942 |
| 2003-07-01 | 13.0850745027714 |
| 2003-08-01 | 13.0739929023171 |
| 2003-09-01 | 13.0594028256679 |
| 2003-10-01 | 13.1318249043589 |
| 2003-11-01 | 13.1745998471298 |
| 2003-12-01 | 13.1813272859118 |
| 2004-01-01 | 13.4016791705616 |
| 2004-02-01 | 13.4246078552745 |
| 2004-03-01 | 13.5209889345635 |
| 2004-04-01 | 13.5043103869741 |
| 2004-05-01 | 13.4031449925623 |
| 2004-06-01 | 13.3864209309138 |
| 2004-07-01 | 13.3767158501168 |
| 2004-08-01 | 13.3804778822719 |
| 2004-09-01 | 13.4406536322048 |
| 2004-10-01 | 13.7075048973413 |
| 2004-11-01 | 13.5448796242159 |
| 2004-12-01 | 13.6539758653759 |
| 2005-01-01 | 13.6180415001058 |
| 2005-02-01 | 13.7112002458298 |
| 2005-03-01 | 13.7517394786984 |
| 2005-04-01 | 13.7234184028955 |
| 2005-05-01 | 13.7434304149195 |
| 2005-06-01 | 13.6051665020161 |
| 2005-07-01 | 13.7674444410225 |
| 2005-08-01 | 13.7844732848666 |
| 2005-09-01 | 13.8118094456025 |
| 2005-10-01 | 13.7772196151207 |
| 2005-11-01 | 13.8163200574514 |
| 2005-12-01 | 13.7183222699646 |
| 2006-01-01 | 13.7349381884358 |
| 2006-02-01 | 13.8174674121132 |
| 2006-03-01 | 13.6940387576748 |
| 2006-04-01 | 13.4453654086057 |
| 2006-05-01 | 13.8699541028028 |
| 2006-06-01 | 14.0091937591630 |
| 2006-07-01 | 14.0592000644880 |
| 2006-08-01 | 14.0876759892964 |
| 2006-09-01 | 14.0890582813464 |
| 2006-10-01 | 14.0484150625005 |
| 2006-11-01 | 14.0947710532643 |
| 2006-12-01 | 14.1037692459988 |
| 2007-01-01 | 13.9331462793394 |
| 2007-02-01 | 13.9242893013534 |
| 2007-03-01 | 13.9423919095819 |
| 2007-04-01 | 13.5597493869849 |
| 2007-05-01 | 13.6783070032331 |
| 2007-06-01 | 13.7985574263829 |
| 2007-07-01 | 13.9547213730783 |
| 2007-08-01 | 13.9898334703760 |
| 2007-09-01 | 13.7825387149635 |
| 2007-10-01 | 13.6338642859795 |
| 2007-11-01 | 13.4943840898823 |
| 2007-12-01 | 13.4051303048139 |
| 2008-01-01 | 13.2098515849067 |
| 2008-02-01 | 13.1233242242512 |
| 2008-03-01 | 13.1767204391416 |
| 2008-04-01 | 13.1630862527264 |
| 2008-05-01 | 13.0711152918633 |
| 2008-06-01 | 12.9863201839738 |
| 2008-07-01 | 12.9524183022566 |
| 2008-08-01 | 12.8972534440404 |
| 2008-09-01 | 12.7943683646982 |
| 2008-10-01 | 12.7262436605141 |
| 2008-11-01 | 12.6091685089983 |
| 2008-12-01 | 12.5384725732577 |
| 2009-01-01 | 12.2651532180479 |
| 2009-02-01 | 12.0095590699763 |
| 2009-03-01 | 11.7888131474844 |
| 2009-04-01 | 11.5553969836753 |
| 2009-05-01 | 11.4566735764317 |
| 2009-06-01 | 11.3741581853378 |
| 2009-07-01 | 11.1576983566016 |
| 2009-08-01 | 11.1050633328275 |
| 2009-09-01 | 10.9184579771381 |
| 2009-10-01 | 11.1283269165319 |
| 2009-11-01 | 11.1339501435840 |
| 2009-12-01 | 11.1773150450572 |
| 2010-01-01 | 11.3193239923973 |
| 2010-02-01 | 11.2826218275653 |
| 2010-03-01 | 11.2819984627527 |
| 2010-04-01 | 11.3470318031465 |
| 2010-05-01 | 11.3436807172848 |
| 2010-06-01 | 11.3747674284726 |
| 2010-07-01 | 11.2571203318503 |
| 2010-08-01 | 11.2061975029037 |
| 2010-09-01 | 11.2455640491719 |
| 2010-10-01 | 11.1357098000430 |
| 2010-11-01 | 11.1586690783931 |
| 2010-12-01 | 11.1253960954528 |
| 2011-01-01 | 11.3776144312544 |
| 2011-02-01 | 11.2539817154180 |
| 2011-03-01 | 11.1645276427199 |
| 2011-04-01 | 11.3357827892522 |
| 2011-05-01 | 11.3366938666911 |
| 2011-06-01 | 11.2788974110631 |
| 2011-07-01 | 11.4529333592966 |
| 2011-08-01 | 11.5035574364410 |
| 2011-09-01 | 11.5606966173392 |
| 2011-10-01 | 11.7566009688914 |
| 2011-11-01 | 11.6798492160100 |
| 2011-12-01 | 11.8666278001746 |
| 2012-01-01 | 12.3490807691042 |
| 2012-02-01 | 12.2300995099075 |
| 2012-03-01 | 12.4364764419979 |
| 2012-04-01 | 12.4252777269491 |
| 2012-05-01 | 12.6307259796693 |
| 2012-06-01 | 12.7986952149308 |
| 2012-07-01 | 12.7385708422054 |
| 2012-08-01 | 12.9002988452843 |
| 2012-09-01 | 12.9731666306513 |
| 2012-10-01 | 13.0719922598641 |
| 2012-11-01 | 13.0957813647315 |
| 2012-12-01 | 13.2039163110826 |
| 2013-01-01 | 13.1314791650125 |
| 2013-02-01 | 13.2163665816082 |
| 2013-03-01 | 13.2040050256064 |
| 2013-04-01 | 13.2157338116002 |
| 2013-05-01 | 13.2204084670374 |
| 2013-06-01 | 13.3181274193946 |
| 2013-07-01 | 13.5321680084522 |
| 2013-08-01 | 13.5984440658742 |
| 2013-09-01 | 13.5786981162269 |
| 2013-10-01 | 13.3901364328658 |
| 2013-11-01 | 13.6058476029171 |
| 2013-12-01 | 13.6267332420162 |
| 2014-01-01 | 13.6211251387030 |
| 2014-02-01 | 13.6068075727453 |
| 2014-03-01 | 13.6763220210816 |
| 2014-04-01 | 13.8033182644453 |
| 2014-05-01 | 13.8141795281102 |
| 2014-06-01 | 13.9374512936083 |
| 2014-07-01 | 14.0256672188500 |
| 2014-08-01 | 14.1038544204261 |
| 2014-09-01 | 14.2912164663839 |
| 2014-10-01 | 14.3011085719717 |
| 2014-11-01 | 14.5082846886634 |
| 2014-12-01 | 14.6350282900691 |
| 2015-01-01 | 14.9118227592182 |
| 2015-02-01 | 14.9975658202245 |
| 2015-03-01 | 15.1642201904550 |
| 2015-04-01 | 15.0897127687982 |
| 2015-05-01 | 15.2089634142211 |
| 2015-06-01 | 15.1456228197782 |
| 2015-07-01 | 15.1335882983066 |
| 2015-08-01 | 15.1156668739625 |
| 2015-09-01 | 15.0992920776165 |
| 2015-10-01 | 15.3165126042765 |
| 2015-11-01 | 15.3013133884991 |
| 2015-12-01 | 15.3286867742112 |
| 2016-01-01 | 15.4062271199365 |
| 2016-02-01 | 15.4795837352433 |
| 2016-03-01 | 15.4572923461106 |
| 2016-04-01 | 15.8827224047352 |
| 2016-05-01 | 15.7116449254021 |
| 2016-06-01 | 15.6500624188367 |
| 2016-07-01 | 15.7476712261098 |
| 2016-08-01 | 15.8322685027614 |
| 2016-09-01 | 15.8201896851942 |
| 2016-10-01 | 15.7215803267170 |
| 2016-11-01 | 15.6858872588895 |
| 2016-12-01 | 15.6060677174924 |
| 2017-01-01 | 15.4991780036849 |
| 2017-02-01 | 15.6505118658670 |
| 2017-03-01 | 15.9611341027842 |
| 2017-04-01 | 15.8898228296915 |
| 2017-05-01 | 15.8221344722288 |
| 2017-06-01 | 15.9472663544680 |
| 2017-07-01 | 16.0702233156150 |
| 2017-08-01 | 16.0506856938093 |
| 2017-09-01 | 16.1380976767607 |
| 2017-10-01 | 16.2242844827379 |
| 2017-11-01 | 16.2699914968611 |
| 2017-12-01 | 16.3754732741842 |
| 2018-01-01 | 16.0869665729071 |
| 2018-02-01 | 16.3221813093810 |
| 2018-03-01 | 16.2596704203365 |
| 2018-04-01 | 16.2938828913127 |
| 2018-05-01 | 16.3473381818327 |
| 2018-06-01 | 16.3512842938613 |
| 2018-07-01 | 16.2872389418384 |
| 2018-08-01 | 16.3724178316782 |
| 2018-09-01 | 16.3594185968735 |
| 2018-10-01 | 16.3209877879433 |
| 2018-11-01 | 16.3561375440123 |
| 2018-12-01 | 16.3470149915658 |
| 2019-01-01 | 16.2707741574357 |
| 2019-02-01 | 16.3935511913249 |
| 2019-03-01 | 16.4613634380950 |
| 2019-04-01 | 16.3890765964709 |
| 2019-05-01 | 16.4685367116665 |
| 2019-06-01 | 16.5596408867593 |
| 2019-07-01 | 16.5060577581079 |
| 2019-08-01 | 16.5940092003647 |
| 2019-09-01 | 16.5691625119992 |
| 2019-10-01 | 16.6198792056202 |
| 2019-11-01 | 16.7507638815431 |
| 2019-12-01 | 16.8420574523859 |
| 2020-01-01 | 16.8509653789000 |
| 2020-02-01 | 16.8704876031350 |
| 2020-03-01 | 16.7452501184289 |
| 2020-04-01 | 13.8800749045457 |
| 2020-05-01 | 15.2756906818735 |
| 2020-06-01 | 15.5727079138660 |
| 2020-07-01 | 15.7290297604226 |
| 2020-08-01 | 15.7117926758238 |
| 2020-09-01 | 15.6738032072998 |
| 2020-10-01 | 16.0174696012489 |
| 2020-11-01 | 16.0587040637975 |
| 2020-12-01 | 16.1516738340313 |
| 2021-01-01 | 16.2319282947159 |
| 2021-02-01 | 16.1462487581781 |
| 2021-03-01 | 16.2349549370678 |
| 2021-04-01 | 16.2636181432060 |
| 2021-05-01 | 16.1649721985975 |
| 2021-06-01 | 16.0938466375187 |
| 2021-07-01 | 16.2443270247739 |
| 2021-08-01 | 16.3227034436229 |
| 2021-09-01 | 16.1734888309719 |
| 2021-10-01 | 16.6225178917144 |
| 2021-11-01 | 16.7743850683604 |
| 2021-12-01 | 16.8671908936132 |
| 2022-01-01 | 17.0171712780422 |
| 2022-02-01 | 17.2371286124763 |
| 2022-03-01 | 17.4114770717429 |
| 2022-04-01 | 17.6393845883532 |
| 2022-05-01 | 17.6538013901996 |
| 2022-06-01 | 17.7134319580772 |
| 2022-07-01 | 17.4560153699635 |
| 2022-08-01 | 17.7318050824414 |
| 2022-09-01 | 17.7777246317868 |
| 2022-10-01 | 17.7271023794320 |
| 2022-11-01 | 17.6915454339591 |
| 2022-12-01 | 17.5740388844966 |
| 2023-01-01 | 17.2108263683033 |
| 2023-02-01 | 17.8288323104552 |
| 2023-03-01 | 17.6944029425019 |
| 2023-04-01 | 17.6182539326794 |
| 2023-05-01 | 17.7421910446140 |
| 2023-06-01 | 17.7255660333465 |
| 2023-07-01 | 17.6656660774454 |
| 2023-08-01 | 17.9373279349781 |
| 2023-09-01 | 17.7877543930664 |
| 2023-10-01 | 17.6345640632022 |
| 2023-11-01 | 17.5017472154461 |
| 2023-12-01 | 17.4709755923375 |
| 2024-01-01 | 17.6097013685104 |
| 2024-02-01 | 17.4247743165299 |
| 2024-03-01 | 17.2725868642914 |
| 2024-04-01 | 17.3119877606451 |
| 2024-05-01 | 17.3359134606546 |
| 2024-06-01 | 17.2274003114077 |
| 2024-07-01 | 17.3783704946106 |
| 2024-08-01 | 17.3408819912007 |
| 2024-09-01 | 17.2999481290546 |
| 2024-10-01 | 17.3395864531790 |
| 2024-11-01 | 17.5087129386108 |
| 2024-12-01 | 17.6580131324786 |
| 2025-01-01 | 17.6073684229061 |
| 2025-02-01 | 17.6171678774097 |
| 2025-03-01 | 17.7650196307076 |
| 2025-04-01 | 17.7124557407540 |
| 2025-05-01 | 17.6343835313494 |
| 2025-06-01 | 17.7287934631025 |
| 2025-07-01 | 17.6807358909772 |
| 2025-08-01 | 17.6451841344136 |
| 2025-09-01 | 17.7150842939308 |
| 2025-10-01 | 17.8439370471316 |
| 2025-11-01 | 17.8088173332093 |
| 2025-12-01 | 17.8411239054825 |