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 2026-05-01 |
| Last Updated | 2026-06-24 10:45 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 | 43.2778923490184 |
| 1990-02-01 | 43.2175450802131 |
| 1990-03-01 | 43.2069063818469 |
| 1990-04-01 | 42.5831455418027 |
| 1990-05-01 | 42.8297519981255 |
| 1990-06-01 | 43.3764429864134 |
| 1990-07-01 | 44.7687778893711 |
| 1990-08-01 | 43.9671461634626 |
| 1990-09-01 | 43.4663370033269 |
| 1990-10-01 | 43.6304198497421 |
| 1990-11-01 | 43.8885540078136 |
| 1990-12-01 | 44.0063577816152 |
| 1991-01-01 | 43.6740921647260 |
| 1991-02-01 | 43.7300001073899 |
| 1991-03-01 | 43.6655868934473 |
| 1991-04-01 | 44.1963426492216 |
| 1991-05-01 | 44.4797368524267 |
| 1991-06-01 | 44.4093144209208 |
| 1991-07-01 | 43.9136319742276 |
| 1991-08-01 | 43.6265217576884 |
| 1991-09-01 | 43.4623245678457 |
| 1991-10-01 | 42.6242147082839 |
| 1991-11-01 | 42.7784717317744 |
| 1991-12-01 | 42.8815565853571 |
| 1992-01-01 | 42.6560103680151 |
| 1992-02-01 | 42.4188546921633 |
| 1992-03-01 | 42.1023765127177 |
| 1992-04-01 | 42.1491639240556 |
| 1992-05-01 | 42.3737406475720 |
| 1992-06-01 | 42.1111659178089 |
| 1992-07-01 | 42.2850449376572 |
| 1992-08-01 | 42.0654221280019 |
| 1992-09-01 | 42.4642069065336 |
| 1992-10-01 | 42.4402399214481 |
| 1992-11-01 | 42.4383301681076 |
| 1992-12-01 | 41.9115002356337 |
| 1993-01-01 | 43.2004970756003 |
| 1993-02-01 | 43.3540125630704 |
| 1993-03-01 | 43.5043621776418 |
| 1993-04-01 | 44.3462380447053 |
| 1993-05-01 | 44.2387856754674 |
| 1993-06-01 | 44.3761984920174 |
| 1993-07-01 | 45.3237689235372 |
| 1993-08-01 | 46.0546578840308 |
| 1993-09-01 | 45.9639302233075 |
| 1993-10-01 | 47.0190889543738 |
| 1993-11-01 | 47.1760354887764 |
| 1993-12-01 | 47.2075538634821 |
| 1994-01-01 | 46.1628322850561 |
| 1994-02-01 | 46.4263834679595 |
| 1994-03-01 | 47.2859845985218 |
| 1994-04-01 | 47.4814537092039 |
| 1994-05-01 | 47.6526180360989 |
| 1994-06-01 | 47.6516445515029 |
| 1994-07-01 | 47.1546448945804 |
| 1994-08-01 | 46.8302536474045 |
| 1994-09-01 | 47.5738266628616 |
| 1994-10-01 | 47.2868999057662 |
| 1994-11-01 | 48.0461893852413 |
| 1994-12-01 | 48.2806272677281 |
| 1995-01-01 | 49.1791387617792 |
| 1995-02-01 | 49.5619727865609 |
| 1995-03-01 | 50.2007875090810 |
| 1995-04-01 | 48.6963779461790 |
| 1995-05-01 | 49.2967641297623 |
| 1995-06-01 | 49.7519730980188 |
| 1995-07-01 | 50.0873998887672 |
| 1995-08-01 | 50.2797338192028 |
| 1995-09-01 | 51.0457774457087 |
| 1995-10-01 | 51.5466156707365 |
| 1995-11-01 | 51.4044338090378 |
| 1995-12-01 | 51.3093108931316 |
| 1996-01-01 | 54.5286017282126 |
| 1996-02-01 | 52.5133976155939 |
| 1996-03-01 | 51.9845507727547 |
| 1996-04-01 | 52.0916944293974 |
| 1996-05-01 | 52.5921796803479 |
| 1996-06-01 | 53.4120643380874 |
| 1996-07-01 | 56.8448905047043 |
| 1996-08-01 | 57.7988589750951 |
| 1996-09-01 | 58.5538155520560 |
| 1996-10-01 | 59.4663590914348 |
| 1996-11-01 | 61.2332212331811 |
| 1996-12-01 | 61.4244242640736 |
| 1997-01-01 | 59.5245491170499 |
| 1997-02-01 | 58.4880003103341 |
| 1997-03-01 | 59.2824948759010 |
| 1997-04-01 | 60.4227326257081 |
| 1997-05-01 | 61.3392802238446 |
| 1997-06-01 | 61.8066481149137 |
| 1997-07-01 | 64.3327298808114 |
| 1997-08-01 | 63.4268893698027 |
| 1997-09-01 | 63.9607386014886 |
| 1997-10-01 | 61.9097476047726 |
| 1997-11-01 | 61.4009757523893 |
| 1997-12-01 | 61.5950133011183 |
| 1998-01-01 | 62.3753814304207 |
| 1998-02-01 | 63.7117507917902 |
| 1998-03-01 | 64.3201310197685 |
| 1998-04-01 | 63.4431162225326 |
| 1998-05-01 | 63.1053429179921 |
| 1998-06-01 | 62.8399217697431 |
| 1998-07-01 | 62.0615680808411 |
| 1998-08-01 | 62.4864663765305 |
| 1998-09-01 | 62.4038430477381 |
| 1998-10-01 | 62.5182901324878 |
| 1998-11-01 | 63.3750579357147 |
| 1998-12-01 | 63.4066869211985 |
| 1999-01-01 | 63.2528102482312 |
| 1999-02-01 | 63.0833773355172 |
| 1999-03-01 | 63.6703725596792 |
| 1999-04-01 | 64.2392656171816 |
| 1999-05-01 | 63.8141564526530 |
| 1999-06-01 | 63.8582771984188 |
| 1999-07-01 | 64.6654827469450 |
| 1999-08-01 | 63.8901557685625 |
| 1999-09-01 | 64.0955128394874 |
| 1999-10-01 | 65.1354694028630 |
| 1999-11-01 | 65.1918201626024 |
| 1999-12-01 | 65.8323866889808 |
| 2000-01-01 | 66.6698207467206 |
| 2000-02-01 | 66.4982727876281 |
| 2000-03-01 | 66.4423419812479 |
| 2000-04-01 | 67.9122359574348 |
| 2000-05-01 | 67.9377170751253 |
| 2000-06-01 | 67.8093458222030 |
| 2000-07-01 | 67.5267888796555 |
| 2000-08-01 | 66.4962550447762 |
| 2000-09-01 | 67.5209443266446 |
| 2000-10-01 | 67.2150157128319 |
| 2000-11-01 | 67.4944838293124 |
| 2000-12-01 | 66.0821767887562 |
| 2001-01-01 | 63.7764922793209 |
| 2001-02-01 | 62.7979673388408 |
| 2001-03-01 | 61.8392556644723 |
| 2001-04-01 | 59.9153738694724 |
| 2001-05-01 | 59.4708622064508 |
| 2001-06-01 | 58.9778842010716 |
| 2001-07-01 | 57.6430725295272 |
| 2001-08-01 | 56.8549187420842 |
| 2001-09-01 | 56.2596477142979 |
| 2001-10-01 | 55.5893840355394 |
| 2001-11-01 | 54.9632153226575 |
| 2001-12-01 | 54.6591239461699 |
| 2002-01-01 | 54.9977460579001 |
| 2002-02-01 | 54.3219360974780 |
| 2002-03-01 | 54.6365709108414 |
| 2002-04-01 | 53.2590616043597 |
| 2002-05-01 | 53.1830535110027 |
| 2002-06-01 | 52.5780445004970 |
| 2002-07-01 | 52.1789595752042 |
| 2002-08-01 | 52.0130959407764 |
| 2002-09-01 | 52.0486517673109 |
| 2002-10-01 | 51.4248790795323 |
| 2002-11-01 | 51.2312041895702 |
| 2002-12-01 | 51.1650105148788 |
| 2003-01-01 | 50.8507519568433 |
| 2003-02-01 | 50.4743118457781 |
| 2003-03-01 | 50.2784253000565 |
| 2003-04-01 | 50.4061148372769 |
| 2003-05-01 | 50.0178517269629 |
| 2003-06-01 | 50.4530114986103 |
| 2003-07-01 | 52.1819586005209 |
| 2003-08-01 | 51.7565736116523 |
| 2003-09-01 | 51.5392813377549 |
| 2003-10-01 | 51.6975207945278 |
| 2003-11-01 | 51.9062220753359 |
| 2003-12-01 | 51.6427342313070 |
| 2004-01-01 | 52.5429313688083 |
| 2004-02-01 | 53.1344182963949 |
| 2004-03-01 | 52.7099114903384 |
| 2004-04-01 | 54.6644192179410 |
| 2004-05-01 | 54.8505469176592 |
| 2004-06-01 | 54.8364664391981 |
| 2004-07-01 | 53.1978761304274 |
| 2004-08-01 | 53.4405793081413 |
| 2004-09-01 | 53.5851401736352 |
| 2004-10-01 | 54.4790777219354 |
| 2004-11-01 | 54.5194726314891 |
| 2004-12-01 | 54.6555328573873 |
| 2005-01-01 | 54.8773658631437 |
| 2005-02-01 | 55.3268265909258 |
| 2005-03-01 | 55.0282360995133 |
| 2005-04-01 | 55.0050486303508 |
| 2005-05-01 | 54.4776700252770 |
| 2005-06-01 | 53.7864440038852 |
| 2005-07-01 | 54.1964334747124 |
| 2005-08-01 | 54.9433904778858 |
| 2005-09-01 | 55.5063204038922 |
| 2005-10-01 | 55.1288296422671 |
| 2005-11-01 | 55.5065365749834 |
| 2005-12-01 | 56.0284095126171 |
| 2006-01-01 | 56.0079924798227 |
| 2006-02-01 | 56.3797814718208 |
| 2006-03-01 | 56.7887597732242 |
| 2006-04-01 | 56.5903871815603 |
| 2006-05-01 | 57.6961475821928 |
| 2006-06-01 | 58.2746959243097 |
| 2006-07-01 | 59.0875711455927 |
| 2006-08-01 | 58.6718267207477 |
| 2006-09-01 | 58.0410050109523 |
| 2006-10-01 | 57.5982044725353 |
| 2006-11-01 | 57.7924932154314 |
| 2006-12-01 | 58.0145909732268 |
| 2007-01-01 | 58.1856961450827 |
| 2007-02-01 | 58.1534901224929 |
| 2007-03-01 | 58.2472681972337 |
| 2007-04-01 | 58.1518979548152 |
| 2007-05-01 | 58.4931169527653 |
| 2007-06-01 | 58.1787933717833 |
| 2007-07-01 | 58.7310611411969 |
| 2007-08-01 | 58.4895477845131 |
| 2007-09-01 | 58.5752791512417 |
| 2007-10-01 | 59.3754412742907 |
| 2007-11-01 | 59.4007202587934 |
| 2007-12-01 | 59.3727997378224 |
| 2008-01-01 | 58.7243102869110 |
| 2008-02-01 | 58.6490721361580 |
| 2008-03-01 | 57.7685756154949 |
| 2008-04-01 | 57.1338254766730 |
| 2008-05-01 | 56.3279911905197 |
| 2008-06-01 | 56.2735046902659 |
| 2008-07-01 | 55.7496191854164 |
| 2008-08-01 | 55.0929542519628 |
| 2008-09-01 | 54.5217444997520 |
| 2008-10-01 | 53.4633128514801 |
| 2008-11-01 | 52.7731120003361 |
| 2008-12-01 | 51.7869266864793 |
| 2009-01-01 | 51.1398534344574 |
| 2009-02-01 | 49.4051064500639 |
| 2009-03-01 | 48.4079091984796 |
| 2009-04-01 | 48.3210599045810 |
| 2009-05-01 | 47.6999244252648 |
| 2009-06-01 | 48.0013834783452 |
| 2009-07-01 | 47.7688172182470 |
| 2009-08-01 | 48.0106211723316 |
| 2009-09-01 | 47.6638441501913 |
| 2009-10-01 | 47.7083930518997 |
| 2009-11-01 | 47.4581160260419 |
| 2009-12-01 | 47.8662139074102 |
| 2010-01-01 | 44.3487362624738 |
| 2010-02-01 | 44.4963205051483 |
| 2010-03-01 | 44.4668349803717 |
| 2010-04-01 | 45.6877243684209 |
| 2010-05-01 | 45.7757226582869 |
| 2010-06-01 | 46.0430906666746 |
| 2010-07-01 | 45.9901786749497 |
| 2010-08-01 | 46.0349118901657 |
| 2010-09-01 | 46.3226947051820 |
| 2010-10-01 | 46.3177553494657 |
| 2010-11-01 | 46.8315126439753 |
| 2010-12-01 | 46.6996150593072 |
| 2011-01-01 | 46.6290468878488 |
| 2011-02-01 | 46.8336432346702 |
| 2011-03-01 | 47.1734301365866 |
| 2011-04-01 | 47.7215364415880 |
| 2011-05-01 | 47.7298432631070 |
| 2011-06-01 | 47.8741750844512 |
| 2011-07-01 | 47.8915845927390 |
| 2011-08-01 | 47.8023738327788 |
| 2011-09-01 | 48.1505861168890 |
| 2011-10-01 | 48.7387663301804 |
| 2011-11-01 | 48.6803245567387 |
| 2011-12-01 | 48.6794633608844 |
| 2012-01-01 | 49.9194670169734 |
| 2012-02-01 | 49.5240508166374 |
| 2012-03-01 | 49.8505165453806 |
| 2012-04-01 | 49.8970941910649 |
| 2012-05-01 | 50.1733279405017 |
| 2012-06-01 | 50.0456266477823 |
| 2012-07-01 | 50.1441928424623 |
| 2012-08-01 | 50.8380177672800 |
| 2012-09-01 | 51.3808713190876 |
| 2012-10-01 | 52.1597822832066 |
| 2012-11-01 | 52.7217135909293 |
| 2012-12-01 | 53.2324602968073 |
| 2013-01-01 | 53.2066556846532 |
| 2013-02-01 | 53.1927776295654 |
| 2013-03-01 | 52.9365420464266 |
| 2013-04-01 | 53.0302272097947 |
| 2013-05-01 | 53.1514951959085 |
| 2013-06-01 | 52.3265084082272 |
| 2013-07-01 | 53.2559312308415 |
| 2013-08-01 | 53.5324441500507 |
| 2013-09-01 | 53.4938164166942 |
| 2013-10-01 | 53.2642155901672 |
| 2013-11-01 | 52.9721188652820 |
| 2013-12-01 | 52.4981901865119 |
| 2014-01-01 | 53.4058113969783 |
| 2014-02-01 | 53.8945501962524 |
| 2014-03-01 | 54.1297791181459 |
| 2014-04-01 | 54.3396390746164 |
| 2014-05-01 | 55.3985738118353 |
| 2014-06-01 | 54.8051106642436 |
| 2014-07-01 | 54.2011418140925 |
| 2014-08-01 | 54.7829700826443 |
| 2014-09-01 | 54.8552427078691 |
| 2014-10-01 | 54.8275662957025 |
| 2014-11-01 | 55.1031871375516 |
| 2014-12-01 | 55.4333713154498 |
| 2015-01-01 | 55.9098594062775 |
| 2015-02-01 | 56.0709355100597 |
| 2015-03-01 | 56.5704368032407 |
| 2015-04-01 | 57.5074692876071 |
| 2015-05-01 | 56.6729497620211 |
| 2015-06-01 | 56.3911706096417 |
| 2015-07-01 | 56.6453182203286 |
| 2015-08-01 | 56.6019689691302 |
| 2015-09-01 | 56.5578122750173 |
| 2015-10-01 | 56.9589405445920 |
| 2015-11-01 | 57.3564769359183 |
| 2015-12-01 | 57.6395609304399 |
| 2016-01-01 | 57.8377347558910 |
| 2016-02-01 | 57.8650130381356 |
| 2016-03-01 | 57.9356737548735 |
| 2016-04-01 | 59.0234230033335 |
| 2016-05-01 | 58.4850034432615 |
| 2016-06-01 | 59.0630894832249 |
| 2016-07-01 | 59.2119598795325 |
| 2016-08-01 | 59.4155869920934 |
| 2016-09-01 | 59.6428508417262 |
| 2016-10-01 | 59.7108649885065 |
| 2016-11-01 | 60.0477779817101 |
| 2016-12-01 | 59.6955191369674 |
| 2017-01-01 | 60.2527723358924 |
| 2017-02-01 | 60.5658196950926 |
| 2017-03-01 | 61.8935719946171 |
| 2017-04-01 | 60.4867207910808 |
| 2017-05-01 | 60.5293473116937 |
| 2017-06-01 | 60.6535716129834 |
| 2017-07-01 | 61.0319965460387 |
| 2017-08-01 | 60.5843922117028 |
| 2017-09-01 | 60.5980037156454 |
| 2017-10-01 | 60.9071966566549 |
| 2017-11-01 | 59.3364606138720 |
| 2017-12-01 | 59.3253859112086 |
| 2018-01-01 | 59.2947882819536 |
| 2018-02-01 | 59.4569221443265 |
| 2018-03-01 | 60.0808425480175 |
| 2018-04-01 | 60.0545204245753 |
| 2018-05-01 | 60.7806617045853 |
| 2018-06-01 | 60.3237211424484 |
| 2018-07-01 | 60.3783926220297 |
| 2018-08-01 | 61.0195118275329 |
| 2018-09-01 | 61.4088591795963 |
| 2018-10-01 | 60.7546373416535 |
| 2018-11-01 | 60.8257308678952 |
| 2018-12-01 | 61.3261998581430 |
| 2019-01-01 | 59.8174586750310 |
| 2019-02-01 | 59.0382721789139 |
| 2019-03-01 | 59.9578789427809 |
| 2019-04-01 | 60.2191092978257 |
| 2019-05-01 | 60.0103780759699 |
| 2019-06-01 | 60.8091068836759 |
| 2019-07-01 | 60.3553542658873 |
| 2019-08-01 | 60.8818921683290 |
| 2019-09-01 | 60.9053791113003 |
| 2019-10-01 | 61.0729589214991 |
| 2019-11-01 | 62.0687104286190 |
| 2019-12-01 | 62.4441313803754 |
| 2020-01-01 | 62.3767296068405 |
| 2020-02-01 | 62.2752986745341 |
| 2020-03-01 | 61.7108386346093 |
| 2020-04-01 | 50.8559516298415 |
| 2020-05-01 | 51.3274197526232 |
| 2020-06-01 | 52.4022549281218 |
| 2020-07-01 | 53.0963776183892 |
| 2020-08-01 | 53.2222250868553 |
| 2020-09-01 | 52.6396088192803 |
| 2020-10-01 | 54.6091027249971 |
| 2020-11-01 | 54.8804333171449 |
| 2020-12-01 | 55.3706983532102 |
| 2021-01-01 | 56.3524419000681 |
| 2021-02-01 | 56.6868246977151 |
| 2021-03-01 | 57.2371417520914 |
| 2021-04-01 | 57.5025818154225 |
| 2021-05-01 | 58.0011345691565 |
| 2021-06-01 | 57.3351400655496 |
| 2021-07-01 | 57.8163818240573 |
| 2021-08-01 | 57.9165196761250 |
| 2021-09-01 | 57.8268082956325 |
| 2021-10-01 | 59.5674849198751 |
| 2021-11-01 | 61.2419708211516 |
| 2021-12-01 | 59.7503389058929 |
| 2022-01-01 | 59.8836208463407 |
| 2022-02-01 | 60.0427579938689 |
| 2022-03-01 | 60.0408078166015 |
| 2022-04-01 | 59.1761949927952 |
| 2022-05-01 | 59.2469809223064 |
| 2022-06-01 | 59.5606498054396 |
| 2022-07-01 | 58.5839320631558 |
| 2022-08-01 | 58.6428353200507 |
| 2022-09-01 | 57.9628134387500 |
| 2022-10-01 | 57.8574635199898 |
| 2022-11-01 | 56.8722889016024 |
| 2022-12-01 | 56.7167925707529 |
| 2023-01-01 | 55.7499015686922 |
| 2023-02-01 | 55.8098750774022 |
| 2023-03-01 | 55.7887945601810 |
| 2023-04-01 | 56.3977468909836 |
| 2023-05-01 | 55.8145511562966 |
| 2023-06-01 | 55.7342468233115 |
| 2023-07-01 | 56.1648388420414 |
| 2023-08-01 | 56.1604847505195 |
| 2023-09-01 | 56.5038170087455 |
| 2023-10-01 | 55.6956649782785 |
| 2023-11-01 | 56.2380515560868 |
| 2023-12-01 | 56.0441768562380 |
| 2024-01-01 | 56.5803152198021 |
| 2024-02-01 | 56.2455336061264 |
| 2024-03-01 | 56.0967617483135 |
| 2024-04-01 | 56.6301112164147 |
| 2024-05-01 | 56.8025464004848 |
| 2024-06-01 | 56.4860726818822 |
| 2024-07-01 | 56.7481150966126 |
| 2024-08-01 | 56.9663752638156 |
| 2024-09-01 | 56.5965598885205 |
| 2024-10-01 | 56.9078505364775 |
| 2024-11-01 | 57.1400390227468 |
| 2024-12-01 | 56.4494008973889 |
| 2025-01-01 | 57.9100599143759 |
| 2025-02-01 | 57.5907552383352 |
| 2025-03-01 | 57.6512466619561 |
| 2025-04-01 | 57.6240411983693 |
| 2025-05-01 | 57.3226861225524 |
| 2025-06-01 | 56.9716676853920 |
| 2025-07-01 | 57.7360012090257 |
| 2025-08-01 | 56.9834305346972 |
| 2025-09-01 | 56.9791889622289 |
| 2025-10-01 | 57.0936157638383 |
| 2025-11-01 | 57.0395156759168 |
| 2025-12-01 | 57.2490723680282 |
| 2026-01-01 | 57.1235948949612 |
| 2026-02-01 | 57.2430099221769 |
| 2026-03-01 | 57.6898109030813 |
| 2026-04-01 | 56.8616888064161 |
| 2026-05-01 | 56.6385373816433 |