Table Data - All Employees: Professional and Business Services: Investigation and Security Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Investigation and Security Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056160001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:35 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 | 5.4918969513881100 |
| 1990-02-01 | 5.4070598505922405 |
| 1990-03-01 | 5.4311063949053295 |
| 1990-04-01 | 5.6559291894400900 |
| 1990-05-01 | 5.6850157083031100 |
| 1990-06-01 | 5.6541548744919210 |
| 1990-07-01 | 5.5540266740520400 |
| 1990-08-01 | 5.4537692142620710 |
| 1990-09-01 | 5.5031111546637690 |
| 1990-10-01 | 5.8064317226390300 |
| 1990-11-01 | 5.9982865950645900 |
| 1990-12-01 | 6.1491492284027190 |
| 1991-01-01 | 5.8014795097997310 |
| 1991-02-01 | 5.9108337173752500 |
| 1991-03-01 | 6.0388154291773700 |
| 1991-04-01 | 5.8582928326430300 |
| 1991-05-01 | 5.7791715935098695 |
| 1991-06-01 | 5.8470172135198890 |
| 1991-07-01 | 5.8566928888951700 |
| 1991-08-01 | 5.9584476897022700 |
| 1991-09-01 | 5.7990985307015990 |
| 1991-10-01 | 5.5914250173025800 |
| 1991-11-01 | 5.5801691412271700 |
| 1991-12-01 | 5.7532785353148700 |
| 1992-01-01 | 5.7135633745421300 |
| 1992-02-01 | 5.8247598276572690 |
| 1992-03-01 | 5.5442270616026900 |
| 1992-04-01 | 5.4727109649142800 |
| 1992-05-01 | 5.4873134543609600 |
| 1992-06-01 | 5.4373162690625600 |
| 1992-07-01 | 5.6606605771373200 |
| 1992-08-01 | 5.4633078690739910 |
| 1992-09-01 | 5.4795856350141000 |
| 1992-10-01 | 5.1580772722610000 |
| 1992-11-01 | 5.4491642688165305 |
| 1992-12-01 | 5.5614003559408090 |
| 1993-01-01 | 5.9285863213396710 |
| 1993-02-01 | 5.7515852505805900 |
| 1993-03-01 | 5.7493539970633600 |
| 1993-04-01 | 5.7963513818595300 |
| 1993-05-01 | 5.8020497452818300 |
| 1993-06-01 | 5.7310595078027810 |
| 1993-07-01 | 5.6616771322366395 |
| 1993-08-01 | 5.5750021138767700 |
| 1993-09-01 | 5.5636938910542595 |
| 1993-10-01 | 6.5184150465694290 |
| 1993-11-01 | 6.2954307509171600 |
| 1993-12-01 | 6.1662175210276790 |
| 1994-01-01 | 6.2432500740794410 |
| 1994-02-01 | 6.3824799850056895 |
| 1994-03-01 | 6.3550183452483890 |
| 1994-04-01 | 6.8209993087523700 |
| 1994-05-01 | 6.7309615292683600 |
| 1994-06-01 | 6.7267851724743090 |
| 1994-07-01 | 6.6614143055101910 |
| 1994-08-01 | 6.6844368550812700 |
| 1994-09-01 | 6.6400559932390095 |
| 1994-10-01 | 6.6755205713575990 |
| 1994-11-01 | 6.8425040359603090 |
| 1994-12-01 | 6.8745485020542190 |
| 1995-01-01 | 6.9706594027604005 |
| 1995-02-01 | 6.8203384834758400 |
| 1995-03-01 | 6.9524050410882400 |
| 1995-04-01 | 7.0349242381186300 |
| 1995-05-01 | 7.0404795031541800 |
| 1995-06-01 | 7.2234585216308100 |
| 1995-07-01 | 7.1569068313793710 |
| 1995-08-01 | 7.2882017099326400 |
| 1995-09-01 | 7.4257278446444700 |
| 1995-10-01 | 8.4688645992163300 |
| 1995-11-01 | 8.4032246617866100 |
| 1995-12-01 | 8.3844200297483890 |
| 1996-01-01 | 7.6910314535201600 |
| 1996-02-01 | 7.4608583185271590 |
| 1996-03-01 | 7.3476039113373695 |
| 1996-04-01 | 6.8296948411481900 |
| 1996-05-01 | 6.6258236094573700 |
| 1996-06-01 | 6.5056313339706200 |
| 1996-07-01 | 7.8544950461942310 |
| 1996-08-01 | 7.7752330163758600 |
| 1996-09-01 | 7.7181715789371510 |
| 1996-10-01 | 8.1911266355489300 |
| 1996-11-01 | 8.0120959959787310 |
| 1996-12-01 | 8.0961036878105200 |
| 1997-01-01 | 8.2197174137009000 |
| 1997-02-01 | 8.3938380529825100 |
| 1997-03-01 | 8.2329623415855800 |
| 1997-04-01 | 8.4039217520256300 |
| 1997-05-01 | 8.3714862614525400 |
| 1997-06-01 | 8.1821202545868800 |
| 1997-07-01 | 8.7404571415155400 |
| 1997-08-01 | 8.6503169535662500 |
| 1997-09-01 | 8.7252224581821000 |
| 1997-10-01 | 8.7544961933177600 |
| 1997-11-01 | 8.6806074657621400 |
| 1997-12-01 | 8.9172302056998400 |
| 1998-01-01 | 8.3244940654629200 |
| 1998-02-01 | 8.4118401612053900 |
| 1998-03-01 | 8.5245730842442900 |
| 1998-04-01 | 8.2483015984625000 |
| 1998-05-01 | 8.1857542715275400 |
| 1998-06-01 | 8.0477824285257800 |
| 1998-07-01 | 6.9292764006966400 |
| 1998-08-01 | 6.9386582179308400 |
| 1998-09-01 | 7.0513176750887405 |
| 1998-10-01 | 6.9110777932423790 |
| 1998-11-01 | 7.0862380259177990 |
| 1998-12-01 | 7.0394010033508000 |
| 1999-01-01 | 7.3312341831595490 |
| 1999-02-01 | 7.3178256804246296 |
| 1999-03-01 | 7.3908578829447995 |
| 1999-04-01 | 7.9841861047136510 |
| 1999-05-01 | 7.9011432218622100 |
| 1999-06-01 | 7.9128549744199095 |
| 1999-07-01 | 7.7331703187482095 |
| 1999-08-01 | 7.8387379676986210 |
| 1999-09-01 | 7.6748448873828900 |
| 1999-10-01 | 7.7687621350537600 |
| 1999-11-01 | 7.7942859449429110 |
| 1999-12-01 | 7.8618902690025100 |
| 2000-01-01 | 7.7097179411432400 |
| 2000-02-01 | 7.8184967442745900 |
| 2000-03-01 | 7.7573579252597200 |
| 2000-04-01 | 7.9208945349108400 |
| 2000-05-01 | 8.1496247839974600 |
| 2000-06-01 | 7.9828076669923090 |
| 2000-07-01 | 8.0566246625975900 |
| 2000-08-01 | 8.1477648462508600 |
| 2000-09-01 | 8.1005171929944100 |
| 2000-10-01 | 7.8835415657356000 |
| 2000-11-01 | 7.8655677680562490 |
| 2000-12-01 | 7.6631731238676910 |
| 2001-01-01 | 8.1091067937352800 |
| 2001-02-01 | 8.0191050353985800 |
| 2001-03-01 | 8.4146211447964300 |
| 2001-04-01 | 8.0840066658944000 |
| 2001-05-01 | 8.1486560110921910 |
| 2001-06-01 | 7.9709417871383210 |
| 2001-07-01 | 8.0735170466629000 |
| 2001-08-01 | 7.8438783625295400 |
| 2001-09-01 | 7.9091282508304810 |
| 2001-10-01 | 8.1770627831894310 |
| 2001-11-01 | 8.1039684407465800 |
| 2001-12-01 | 8.6664351205062200 |
| 2002-01-01 | 8.3165201601167680 |
| 2002-02-01 | 8.3166413441584700 |
| 2002-03-01 | 8.3924155526209300 |
| 2002-04-01 | 8.0621635667887000 |
| 2002-05-01 | 7.8686230421350710 |
| 2002-06-01 | 7.8753873111841800 |
| 2002-07-01 | 7.5744217838559800 |
| 2002-08-01 | 7.4342270741352600 |
| 2002-09-01 | 7.5158349810628290 |
| 2002-10-01 | 7.3443330026461510 |
| 2002-11-01 | 7.3106672697256600 |
| 2002-12-01 | 7.2711122634994200 |
| 2003-01-01 | 7.5566381318885190 |
| 2003-02-01 | 7.4136317068899500 |
| 2003-03-01 | 7.4746940157218210 |
| 2003-04-01 | 7.5569981054795300 |
| 2003-05-01 | 7.4855356644525890 |
| 2003-06-01 | 7.6838273745258000 |
| 2003-07-01 | 8.6653938147496000 |
| 2003-08-01 | 8.9214015845745800 |
| 2003-09-01 | 9.0051379370257490 |
| 2003-10-01 | 9.1197092058812410 |
| 2003-11-01 | 9.1977407809119100 |
| 2003-12-01 | 9.1930056694544290 |
| 2004-01-01 | 9.0098862590261200 |
| 2004-02-01 | 8.9031181748527200 |
| 2004-03-01 | 8.9842566631359000 |
| 2004-04-01 | 8.9544655375746000 |
| 2004-05-01 | 8.9797033066150700 |
| 2004-06-01 | 9.0828133329604800 |
| 2004-07-01 | 9.1464183206766610 |
| 2004-08-01 | 9.2152963560909300 |
| 2004-09-01 | 9.1106685388649200 |
| 2004-10-01 | 9.1994299042035700 |
| 2004-11-01 | 9.1668862813488500 |
| 2004-12-01 | 9.2109478070801800 |
| 2005-01-01 | 9.2653054552300500 |
| 2005-02-01 | 9.3940817349358400 |
| 2005-03-01 | 9.2050197928497500 |
| 2005-04-01 | 9.7692730604157700 |
| 2005-05-01 | 9.9604367915905100 |
| 2005-06-01 | 9.6691779836651990 |
| 2005-07-01 | 10.3122939892937000 |
| 2005-08-01 | 10.6139829593514000 |
| 2005-09-01 | 10.8248554857953000 |
| 2005-10-01 | 10.8914912519514000 |
| 2005-11-01 | 10.8379784973778000 |
| 2005-12-01 | 10.9343631268788000 |
| 2006-01-01 | 11.5989989821869020 |
| 2006-02-01 | 11.8886238195122010 |
| 2006-03-01 | 12.0267279958906010 |
| 2006-04-01 | 12.1875851504399990 |
| 2006-05-01 | 12.3361914193678000 |
| 2006-06-01 | 12.1561716748938020 |
| 2006-07-01 | 13.3733479465640990 |
| 2006-08-01 | 13.3250744769973990 |
| 2006-09-01 | 12.2453424931329980 |
| 2006-10-01 | 12.1763331455014980 |
| 2006-11-01 | 12.2220909792475000 |
| 2006-12-01 | 12.2618372449079020 |
| 2007-01-01 | 12.1050822467834000 |
| 2007-02-01 | 12.3977337109151970 |
| 2007-03-01 | 12.2289439840633010 |
| 2007-04-01 | 12.2988930215475990 |
| 2007-05-01 | 12.3208115290303010 |
| 2007-06-01 | 12.4390959556851990 |
| 2007-07-01 | 13.3491698654318000 |
| 2007-08-01 | 13.2424874711712000 |
| 2007-09-01 | 13.3574845178136990 |
| 2007-10-01 | 13.4665640868785000 |
| 2007-11-01 | 13.6140923931641000 |
| 2007-12-01 | 13.8915557606713000 |
| 2008-01-01 | 13.6980088551766000 |
| 2008-02-01 | 13.6195379447780000 |
| 2008-03-01 | 13.3188672633797000 |
| 2008-04-01 | 13.4835164765319020 |
| 2008-05-01 | 13.6144277321268010 |
| 2008-06-01 | 13.7272786746959000 |
| 2008-07-01 | 13.7463184742868020 |
| 2008-08-01 | 13.7582969946009990 |
| 2008-09-01 | 13.6681476190401000 |
| 2008-10-01 | 13.7583319351710980 |
| 2008-11-01 | 13.8147698690711990 |
| 2008-12-01 | 13.7069501786631000 |
| 2009-01-01 | 13.6830977495187990 |
| 2009-02-01 | 13.5570107443724020 |
| 2009-03-01 | 13.4990819973794000 |
| 2009-04-01 | 13.2480180585986000 |
| 2009-05-01 | 13.2105238417293000 |
| 2009-06-01 | 13.5181506797896010 |
| 2009-07-01 | 13.6643665581322000 |
| 2009-08-01 | 13.9635273383068020 |
| 2009-09-01 | 13.9828905741765000 |
| 2009-10-01 | 13.7602190701656000 |
| 2009-11-01 | 13.5163247579013020 |
| 2009-12-01 | 13.5161945939089990 |
| 2010-01-01 | 11.0702367664253990 |
| 2010-02-01 | 10.9900225083363000 |
| 2010-03-01 | 11.0841798742881980 |
| 2010-04-01 | 11.0927775975943990 |
| 2010-05-01 | 10.9959355225550990 |
| 2010-06-01 | 11.0150028829881000 |
| 2010-07-01 | 11.0041822696219020 |
| 2010-08-01 | 10.9741915525544000 |
| 2010-09-01 | 10.9925813908308000 |
| 2010-10-01 | 10.8642043181219010 |
| 2010-11-01 | 10.9277631905714990 |
| 2010-12-01 | 10.9222119328029980 |
| 2011-01-01 | 11.0593753507072000 |
| 2011-02-01 | 11.0901727009865000 |
| 2011-03-01 | 11.4708037957874000 |
| 2011-04-01 | 11.4413224374759000 |
| 2011-05-01 | 11.4725577278625990 |
| 2011-06-01 | 11.4095607055507000 |
| 2011-07-01 | 11.4668040604752000 |
| 2011-08-01 | 11.4984466323231000 |
| 2011-09-01 | 11.5128392554844000 |
| 2011-10-01 | 11.5730455463644000 |
| 2011-11-01 | 11.6289229051261000 |
| 2011-12-01 | 11.8180407762395000 |
| 2012-01-01 | 11.6379749183064010 |
| 2012-02-01 | 11.6496577430348010 |
| 2012-03-01 | 11.5656854413044000 |
| 2012-04-01 | 11.6096106370304020 |
| 2012-05-01 | 11.3522757850339020 |
| 2012-06-01 | 11.3112481793790010 |
| 2012-07-01 | 11.2495753475149980 |
| 2012-08-01 | 11.2370683867802000 |
| 2012-09-01 | 11.1443787925936010 |
| 2012-10-01 | 11.0775700245891000 |
| 2012-11-01 | 11.1085420595163010 |
| 2012-12-01 | 10.9866204003906000 |
| 2013-01-01 | 11.0003943099476980 |
| 2013-02-01 | 10.8738455405689010 |
| 2013-03-01 | 10.9678075919962000 |
| 2013-04-01 | 11.1255874755131980 |
| 2013-05-01 | 11.1651899960641000 |
| 2013-06-01 | 11.2187467015679000 |
| 2013-07-01 | 11.2368441362585000 |
| 2013-08-01 | 11.1575757913458010 |
| 2013-09-01 | 11.2809199197515000 |
| 2013-10-01 | 11.3836719169109980 |
| 2013-11-01 | 11.0589478625571000 |
| 2013-12-01 | 10.9404130992517000 |
| 2014-01-01 | 10.9488483780400000 |
| 2014-02-01 | 11.0842844107467000 |
| 2014-03-01 | 11.0700490122227000 |
| 2014-04-01 | 11.0824396745209000 |
| 2014-05-01 | 11.3144931919498000 |
| 2014-06-01 | 11.3531972010124990 |
| 2014-07-01 | 11.3125079455135000 |
| 2014-08-01 | 10.9607844128035000 |
| 2014-09-01 | 11.0899144976239010 |
| 2014-10-01 | 11.4685239417918010 |
| 2014-11-01 | 11.3052106736146000 |
| 2014-12-01 | 11.4019168513937000 |
| 2015-01-01 | 11.5012452939175990 |
| 2015-02-01 | 11.3881778493069010 |
| 2015-03-01 | 10.9705209366350990 |
| 2015-04-01 | 11.3751724942697000 |
| 2015-05-01 | 11.1694500792578000 |
| 2015-06-01 | 11.0062400182066980 |
| 2015-07-01 | 10.8677146850989010 |
| 2015-08-01 | 10.9563926205524020 |
| 2015-09-01 | 10.9834399947773010 |
| 2015-10-01 | 11.0453015855309000 |
| 2015-11-01 | 11.2377696083655000 |
| 2015-12-01 | 11.3724383196610000 |
| 2016-01-01 | 10.2621201507056000 |
| 2016-02-01 | 10.3164492744464000 |
| 2016-03-01 | 9.6733473218964900 |
| 2016-04-01 | 10.4539693600104000 |
| 2016-05-01 | 10.4186038111154020 |
| 2016-06-01 | 10.6834147892081000 |
| 2016-07-01 | 10.5931676048577000 |
| 2016-08-01 | 10.7605456659496000 |
| 2016-09-01 | 10.5580313801203010 |
| 2016-10-01 | 10.4348083501157000 |
| 2016-11-01 | 10.5680990605513010 |
| 2016-12-01 | 10.5376438490185000 |
| 2017-01-01 | 10.3376633323561990 |
| 2017-02-01 | 10.3687721122786980 |
| 2017-03-01 | 10.2873243692181000 |
| 2017-04-01 | 9.7198584748791700 |
| 2017-05-01 | 9.7564962414184100 |
| 2017-06-01 | 9.9498919663221900 |
| 2017-07-01 | 9.9766160726930090 |
| 2017-08-01 | 10.0634615931200000 |
| 2017-09-01 | 10.0457091116329000 |
| 2017-10-01 | 10.0348186133660000 |
| 2017-11-01 | 9.7151936863494900 |
| 2017-12-01 | 9.6144923126072790 |
| 2018-01-01 | 9.8207459871778600 |
| 2018-02-01 | 9.8592673363626800 |
| 2018-03-01 | 9.7971670431118300 |
| 2018-04-01 | 9.6397813934084000 |
| 2018-05-01 | 10.0900441349763010 |
| 2018-06-01 | 9.8055894436440100 |
| 2018-07-01 | 9.8274394521446800 |
| 2018-08-01 | 9.8655672054499300 |
| 2018-09-01 | 10.0363027029858000 |
| 2018-10-01 | 10.1460903410743000 |
| 2018-11-01 | 10.1898655897638020 |
| 2018-12-01 | 10.3150216567523000 |
| 2019-01-01 | 9.8140021305615900 |
| 2019-02-01 | 9.3666783342526190 |
| 2019-03-01 | 9.4164350211319620 |
| 2019-04-01 | 9.9340403777206310 |
| 2019-05-01 | 9.8814675245268100 |
| 2019-06-01 | 9.8246937799918100 |
| 2019-07-01 | 9.9744157895104490 |
| 2019-08-01 | 9.8653409789961200 |
| 2019-09-01 | 10.1619176548389000 |
| 2019-10-01 | 9.9605479302642800 |
| 2019-11-01 | 10.2926220419713000 |
| 2019-12-01 | 10.4231151792427000 |
| 2020-01-01 | 10.3046149386485000 |
| 2020-02-01 | 10.3002118730885000 |
| 2020-03-01 | 10.1358888689038000 |
| 2020-04-01 | 9.3809458216642500 |
| 2020-05-01 | 9.4562006416537300 |
| 2020-06-01 | 9.9307238611236500 |
| 2020-07-01 | 9.9255763216790600 |
| 2020-08-01 | 9.7608192904228300 |
| 2020-09-01 | 9.5980230326247600 |
| 2020-10-01 | 9.7998715099411000 |
| 2020-11-01 | 9.6139731694548100 |
| 2020-12-01 | 9.8208409177170000 |
| 2021-01-01 | 10.0974363607600000 |
| 2021-02-01 | 10.1360952636977000 |
| 2021-03-01 | 10.4499743519744000 |
| 2021-04-01 | 10.5307593205269000 |
| 2021-05-01 | 10.4251272450789000 |
| 2021-06-01 | 10.6009928640191000 |
| 2021-07-01 | 10.7854108458125000 |
| 2021-08-01 | 10.9548331308213010 |
| 2021-09-01 | 10.9473819711539000 |
| 2021-10-01 | 10.9344411474471990 |
| 2021-11-01 | 11.1591643737989000 |
| 2021-12-01 | 11.0200764622579000 |
| 2022-01-01 | 10.9868545433710000 |
| 2022-02-01 | 11.1700031527699990 |
| 2022-03-01 | 11.0406850591033000 |
| 2022-04-01 | 11.2850703211900000 |
| 2022-05-01 | 11.5087192765595980 |
| 2022-06-01 | 11.4723927871728990 |
| 2022-07-01 | 11.3566169875531990 |
| 2022-08-01 | 11.5511940927984000 |
| 2022-09-01 | 11.4748134361010000 |
| 2022-10-01 | 11.5614851690077990 |
| 2022-11-01 | 11.1995182068805000 |
| 2022-12-01 | 11.5256600180332000 |
| 2023-01-01 | 11.5853225183441000 |
| 2023-02-01 | 11.3871555294091990 |
| 2023-03-01 | 11.3339881837656000 |
| 2023-04-01 | 11.3676966722285000 |
| 2023-05-01 | 11.3796115772151990 |
| 2023-06-01 | 11.0368879763412000 |
| 2023-07-01 | 11.1480172698316000 |
| 2023-08-01 | 11.0628573452539010 |
| 2023-09-01 | 10.9908138559002000 |
| 2023-10-01 | 10.9691387581824990 |
| 2023-11-01 | 10.9269223435064010 |
| 2023-12-01 | 11.0308647570768000 |
| 2024-01-01 | 10.9828876211104000 |
| 2024-02-01 | 11.0022024562832000 |
| 2024-03-01 | 11.1298469537484000 |
| 2024-04-01 | 11.0550484272951980 |
| 2024-05-01 | 11.0575397682804010 |
| 2024-06-01 | 11.2210039511779000 |
| 2024-07-01 | 11.1422563517788010 |
| 2024-08-01 | 10.9809444731014980 |
| 2024-09-01 | 11.0905298511263020 |
