NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Bakersfield, CA (MSA) Series ID: SMU06125406056000001SA 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 2024-04-01 Last Updated: 2024-05-18 5:27 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU06125406056000001). 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 6.3651486458329500 1990-02-01 6.4608833484755195 1990-03-01 6.3477628527549010 1990-04-01 7.0967110266200900 1990-05-01 7.1847717533572000 1990-06-01 7.1215677427188200 1990-07-01 7.3796040443751400 1990-08-01 7.3461946245260500 1990-09-01 7.4743892196791695 1990-10-01 7.4833167407411690 1990-11-01 7.4940957321585590 1990-12-01 7.5814655032354490 1991-01-01 6.6797661477847400 1991-02-01 6.5754786844460700 1991-03-01 6.5556817513599500 1991-04-01 6.4756706009774100 1991-05-01 6.3916483863633710 1991-06-01 6.3247777873921300 1991-07-01 6.0186636645163610 1991-08-01 6.1918576354394700 1991-09-01 6.1119372302237310 1991-10-01 5.8961016990789610 1991-11-01 5.8381560097172400 1991-12-01 5.7361169850400000 1992-01-01 5.7693328530804004 1992-02-01 5.7836341330627500 1992-03-01 5.7607105165284205 1992-04-01 5.6484456368877990 1992-05-01 5.6913019508688500 1992-06-01 5.7154540825670190 1992-07-01 5.6341234232208490 1992-08-01 5.7140673338648000 1992-09-01 5.7243145405573100 1992-10-01 5.8760380976579105 1992-11-01 5.9120125192765700 1992-12-01 6.2496883930001800 1993-01-01 6.2180016029340400 1993-02-01 6.2317493363206795 1993-03-01 6.3975264357015300 1993-04-01 6.4222966823918090 1993-05-01 6.4798521395499010 1993-06-01 6.3806905213186800 1993-07-01 6.7985238976376700 1993-08-01 6.7046668907547590 1993-09-01 6.6105646641487805 1993-10-01 6.6219155946078490 1993-11-01 6.6842995665229810 1993-12-01 6.6534101938090995 1994-01-01 6.6772940899701400 1994-02-01 6.6969529298472200 1994-03-01 6.6436471567686700 1994-04-01 6.6890934622456200 1994-05-01 6.5653341273981800 1994-06-01 6.6464536930286300 1994-07-01 7.0811658843646200 1994-08-01 6.6264865884624310 1994-09-01 6.8354175935247200 1994-10-01 6.7800407029307500 1994-11-01 6.7277008503637900 1994-12-01 6.7387228457941290 1995-01-01 6.7316203129903400 1995-02-01 6.6279447318079010 1995-03-01 6.6916574817336905 1995-04-01 6.6648644742870400 1995-05-01 6.8594452149128700 1995-06-01 6.7224833845478090 1995-07-01 6.6819163211775710 1995-08-01 6.7478632362087000 1995-09-01 7.0554261011167005 1995-10-01 6.6442916034766400 1995-11-01 6.6783403966896300 1995-12-01 6.5981645386576910 1996-01-01 6.5643782224915190 1996-02-01 6.7752382062646905 1996-03-01 6.7335876265450990 1996-04-01 7.0598208972748395 1996-05-01 7.0534364542952900 1996-06-01 7.3829487163858700 1996-07-01 7.1564407232226400 1996-08-01 6.9581071959601600 1996-09-01 7.0829005229760710 1996-10-01 7.3938382572244690 1996-11-01 7.7320748418795700 1996-12-01 7.5580422166770200 1997-01-01 7.8692229497870100 1997-02-01 7.9527354660610110 1997-03-01 8.1030483195468790 1997-04-01 8.2783136172713800 1997-05-01 8.3527784149263800 1997-06-01 8.5367814641946900 1997-07-01 8.6097998605251200 1997-08-01 8.6278394339001800 1997-09-01 8.5850246664803200 1997-10-01 8.8379342592605900 1997-11-01 9.0003880034591500 1997-12-01 9.2043842679584210 1998-01-01 8.9183628212978800 1998-02-01 9.0150085161642880 1998-03-01 9.1268629026203900 1998-04-01 9.1345608151061900 1998-05-01 9.1524900224631590 1998-06-01 9.3988904365007500 1998-07-01 9.5007977640373000 1998-08-01 9.7919563185263200 1998-09-01 9.9994533835311800 1998-10-01 10.1396292889593000 1998-11-01 9.7846877675071320 1998-12-01 9.9570836258034300 1999-01-01 9.5095789639858400 1999-02-01 9.3973473823784610 1999-03-01 9.4866179000072300 1999-04-01 9.8063402972247110 1999-05-01 9.8615930170182100 1999-06-01 9.8895561751533900 1999-07-01 10.0314635717636980 1999-08-01 9.7722687960913000 1999-09-01 9.8964089528487790 1999-10-01 10.1118440124497000 1999-11-01 10.0938418368149990 1999-12-01 10.3459089213769020 2000-01-01 10.6054348174076000 2000-02-01 10.4123653670235980 2000-03-01 10.2378710685180000 2000-04-01 9.9565521336447120 2000-05-01 9.9409805725153300 2000-06-01 9.8980654081232400 2000-07-01 9.9827340320843220 2000-08-01 10.1582354382635990 2000-09-01 9.9857283564529100 2000-10-01 9.8065295289688600 2000-11-01 9.9115888776230710 2000-12-01 9.8730136166954000 2001-01-01 9.9202004169228900 2001-02-01 9.6142706308412500 2001-03-01 9.6551996257975800 2001-04-01 9.3574130913203600 2001-05-01 9.4215426273471990 2001-06-01 9.4443475700210800 2001-07-01 9.0488429526209200 2001-08-01 9.0804520853702700 2001-09-01 8.7808045258319400 2001-10-01 8.9969068921555500 2001-11-01 9.1282217920653000 2001-12-01 9.1152776360028100 2002-01-01 9.3505235862456800 2002-02-01 9.5714734508673400 2002-03-01 9.6031801534566100 2002-04-01 9.6448628364171420 2002-05-01 9.6823543921427500 2002-06-01 9.7708648581181900 2002-07-01 9.4748999587456310 2002-08-01 9.7781498815012300 2002-09-01 9.7462583643375800 2002-10-01 9.8597709415791700 2002-11-01 9.7294338226067200 2002-12-01 9.6565045780204600 2003-01-01 9.6271541738506300 2003-02-01 9.6179752903235100 2003-03-01 9.7740265160095100 2003-04-01 9.8253957667569100 2003-05-01 9.8632976586303300 2003-06-01 9.9194005575030200 2003-07-01 9.9901991711461000 2003-08-01 9.9857120059209910 2003-09-01 10.1027495527368010 2003-10-01 9.9878517660746890 2003-11-01 10.0443555351304000 2003-12-01 9.9830507831117590 2004-01-01 9.6054868088794000 2004-02-01 9.7871134018409000 2004-03-01 9.7813716641872200 2004-04-01 9.8013756058976790 2004-05-01 9.6513252346640800 2004-06-01 9.5800596403391190 2004-07-01 9.5832485363710800 2004-08-01 9.7041615036367500 2004-09-01 9.4794871361158820 2004-10-01 9.9000345012584200 2004-11-01 10.1775774578196000 2004-12-01 10.2918546705024010 2005-01-01 10.4142643490549000 2005-02-01 10.5626131282589010 2005-03-01 10.5084750135356000 2005-04-01 11.1936923361066980 2005-05-01 11.1398434372119000 2005-06-01 11.1196661860626980 2005-07-01 11.2501252277313990 2005-08-01 11.2757006857681980 2005-09-01 11.4092449050068000 2005-10-01 11.2870819612129000 2005-11-01 11.4954988370845990 2005-12-01 11.6042360999417000 2006-01-01 11.8386885389674000 2006-02-01 12.0721443923205000 2006-03-01 12.0511206388439010 2006-04-01 11.9893929789381990 2006-05-01 12.2345814162316980 2006-06-01 12.4373800687905000 2006-07-01 12.6357839435134000 2006-08-01 12.7517813025821000 2006-09-01 12.9490339422258010 2006-10-01 13.2812593803150010 2006-11-01 13.1013387619256000 2006-12-01 12.8127229121129020 2007-01-01 13.5783165018829980 2007-02-01 13.5904594535625000 2007-03-01 13.4800479017901990 2007-04-01 13.5758347647460980 2007-05-01 13.6295275556360000 2007-06-01 13.4224385231928000 2007-07-01 13.7597320475703000 2007-08-01 13.6703594343584990 2007-09-01 13.6337046620210000 2007-10-01 12.6491852885344010 2007-11-01 12.6809497517229000 2007-12-01 12.7120988191336990 2008-01-01 12.1450590396055010 2008-02-01 12.3770145651510000 2008-03-01 12.2613193199071000 2008-04-01 12.3401149007745000 2008-05-01 12.0487715804220000 2008-06-01 12.1080860893619990 2008-07-01 12.0138681244815000 2008-08-01 11.9360374681055000 2008-09-01 11.8738891953535980 2008-10-01 12.0341680475664000 2008-11-01 12.0569343189408010 2008-12-01 11.7054948759903000 2009-01-01 12.0793464912005000 2009-02-01 11.4805458244806980 2009-03-01 11.3257302874487000 2009-04-01 11.1006761301705000 2009-05-01 11.0568624562169000 2009-06-01 11.0855424491045990 2009-07-01 10.6554953961029000 2009-08-01 10.8945472185800000 2009-09-01 10.9118533862403000 2009-10-01 10.7053283225322000 2009-11-01 10.9247356121233010 2009-12-01 11.0134720333508990 2010-01-01 10.9877340724276990 2010-02-01 10.7777961984830000 2010-03-01 10.9012685860970000 2010-04-01 11.0027936841082000 2010-05-01 10.9390261391304000 2010-06-01 11.1494645826312000 2010-07-01 10.6742593350098000 2010-08-01 10.5256211666255000 2010-09-01 10.4230920811294000 2010-10-01 10.8773155470113010 2010-11-01 11.0068625515085010 2010-12-01 11.1290751963401000 2011-01-01 11.2322827315079000 2011-02-01 11.3979467006375010 2011-03-01 11.4926579560149000 2011-04-01 11.6313665615442000 2011-05-01 11.6062464717503000 2011-06-01 11.3211447052822000 2011-07-01 11.7745323408660010 2011-08-01 11.7454829678480000 2011-09-01 11.9059088278186990 2011-10-01 11.8214751354484000 2011-11-01 11.7782721516026000 2011-12-01 11.7259034422776980 2012-01-01 11.7639473946361000 2012-02-01 12.0158757571769000 2012-03-01 12.3078466643734000 2012-04-01 12.2011046444501000 2012-05-01 12.1803056143331980 2012-06-01 12.2942498154567000 2012-07-01 12.4547691533629020 2012-08-01 12.4677699384842000 2012-09-01 12.3114099893939000 2012-10-01 12.4843265816105990 2012-11-01 12.2430924277441000 2012-12-01 12.1821272615496990 2013-01-01 12.1818394970209010 2013-02-01 12.3250292862845980 2013-03-01 12.2244723306149010 2013-04-01 12.1629183118725980 2013-05-01 12.3822359914788010 2013-06-01 12.3890632919368000 2013-07-01 12.2555702992510010 2013-08-01 12.5069208875226000 2013-09-01 12.2469977110273000 2013-10-01 12.0637902127365990 2013-11-01 11.7836668185343000 2013-12-01 11.7066735703892000 2014-01-01 11.8520808065327000 2014-02-01 11.8161723787011000 2014-03-01 11.7341148011190980 2014-04-01 11.8349602792952000 2014-05-01 11.8975206650570020 2014-06-01 11.9026967572334000 2014-07-01 12.0859497158910000 2014-08-01 12.1407570686250000 2014-09-01 12.0481712073410010 2014-10-01 12.2627636015981000 2014-11-01 12.7044866105953000 2014-12-01 12.6285689146005020 2015-01-01 12.5453415494330010 2015-02-01 12.2250622109323000 2015-03-01 12.3467505227836000 2015-04-01 12.2815827395950000 2015-05-01 12.4154337652962000 2015-06-01 12.5231954673131990 2015-07-01 12.6542083128715000 2015-08-01 12.3632558302029000 2015-09-01 12.0383129637910980 2015-10-01 12.6622084334738020 2015-11-01 12.9215773884279000 2015-12-01 13.0363260042850000 2016-01-01 12.8271570915973020 2016-02-01 12.9511046202516980 2016-03-01 12.5600376633906000 2016-04-01 13.4121336926726010 2016-05-01 12.7601369435917000 2016-06-01 12.8660381949649000 2016-07-01 12.6309667478364020 2016-08-01 12.6563587244955990 2016-09-01 12.7971033662766980 2016-10-01 12.9482871220033000 2016-11-01 12.9657995836284990 2016-12-01 12.8752406641573000 2017-01-01 12.9143021931891000 2017-02-01 12.9367344231863000 2017-03-01 13.1940659073877000 2017-04-01 12.7632315388641000 2017-05-01 13.2509182218476980 2017-06-01 12.9159217648826000 2017-07-01 13.0172036078240000 2017-08-01 12.9019475217915000 2017-09-01 12.9726870782225000 2017-10-01 12.5270475756664990 2017-11-01 12.3461632136435000 2017-12-01 12.4435648608059000 2018-01-01 12.7963995715347000 2018-02-01 13.0383763031080980 2018-03-01 13.2446237555641990 2018-04-01 13.3297820606604010 2018-05-01 13.4307435001940000 2018-06-01 13.6424248921535990 2018-07-01 13.8009701021831980 2018-08-01 14.1293424110756990 2018-09-01 14.4390873565996000 2018-10-01 14.4399705359902000 2018-11-01 15.0557912886311980 2018-12-01 15.1671241836699000 2019-01-01 14.6114801138401980 2019-02-01 14.4440990744549000 2019-03-01 14.6139820435523010 2019-04-01 15.2029434422775010 2019-05-01 14.7233389808731980 2019-06-01 14.7697217953945990 2019-07-01 14.7858963153920020 2019-08-01 15.0626876413679000 2019-09-01 14.8690371431365980 2019-10-01 15.3682935826431000 2019-11-01 15.2552602438125980 2019-12-01 15.3466161987482000 2020-01-01 15.3795497911694010 2020-02-01 16.0630025059051000 2020-03-01 15.3649378705893010 2020-04-01 12.5089338126391980 2020-05-01 12.4572525202572000 2020-06-01 12.3786260280687000 2020-07-01 13.1679853804596000 2020-08-01 13.3708013227589980 2020-09-01 13.3759943746371980 2020-10-01 12.9972634716273000 2020-11-01 13.0654739981330000 2020-12-01 12.9096082861173010 2021-01-01 12.8643712769273030 2021-02-01 12.6450913816849000 2021-03-01 12.5825799352586000 2021-04-01 12.8708988121050000 2021-05-01 14.3285843730072000 2021-06-01 13.0834437471250010 2021-07-01 12.7551570312273000 2021-08-01 12.6933685470373000 2021-09-01 12.7410294555394010 2021-10-01 13.0853490605446010 2021-11-01 13.1021834361273000 2021-12-01 13.4374678008026010 2022-01-01 13.8312843543139010 2022-02-01 13.4256107207081980 2022-03-01 13.3539701765630010 2022-04-01 12.9356994430321000 2022-05-01 12.9067449820190000 2022-06-01 12.5784229326321990 2022-07-01 12.6364579456018010 2022-08-01 12.8338929071674010 2022-09-01 12.8901857949240000 2022-10-01 13.1908409028361980 2022-11-01 11.8912267714226000 2022-12-01 11.9106897119666990 2023-01-01 12.1616155025761990 2023-02-01 12.3632985817049000 2023-03-01 12.4628741832680010 2023-04-01 12.8217082374590990 2023-05-01 12.6982711630185980 2023-06-01 12.9922069235896980 2023-07-01 13.3410438292673990 2023-08-01 12.9666561919713000 2023-09-01 13.0131105621808000 2023-10-01 12.9166824985878020 2023-11-01 12.8974773415968010 2023-12-01 12.8344618577741980 2024-01-01 12.9492798703227000 2024-02-01 12.9429689094834000 2024-03-01 13.1211683279707000 2024-04-01 12.9967320435661000