Title: All Employees: Other Services: Drycleaning and Laundry Services in California Series ID: SMU06000008081230001SA 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 2024-03-01 Last Updated: 2024-04-20 4:35 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 (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/SMU06000008081230001). 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 40.676101100976000 1990-02-01 40.463050244728706 1990-03-01 40.798761499023000 1990-04-01 40.798539761879000 1990-05-01 40.817107686955296 1990-06-01 41.005094982281400 1990-07-01 40.926872555718500 1990-08-01 40.534658499813396 1990-09-01 40.914147768943500 1990-10-01 41.225678580626800 1990-11-01 41.037514716777295 1990-12-01 40.887079672357295 1991-01-01 41.299391705686300 1991-02-01 41.075638665376104 1991-03-01 40.996858124339700 1991-04-01 41.294479314324100 1991-05-01 41.110857887911600 1991-06-01 40.990739118594500 1991-07-01 40.910855356627394 1991-08-01 40.429952557588800 1991-09-01 40.706520877798000 1991-10-01 40.842092019091600 1991-11-01 41.052472324455790 1991-12-01 40.774675886448500 1992-01-01 40.654151333069600 1992-02-01 40.683588213229704 1992-03-01 40.400979568209000 1992-04-01 40.172953340968300 1992-05-01 40.285420783036500 1992-06-01 40.160652359461800 1992-07-01 40.289706805482700 1992-08-01 40.436810307450500 1992-09-01 40.493213474318900 1992-10-01 40.475076903132500 1992-11-01 40.482047536103900 1992-12-01 40.352763392837400 1993-01-01 40.413902909183506 1993-02-01 40.399600867140100 1993-03-01 40.301761857669504 1993-04-01 40.048094879770204 1993-05-01 39.944530804650995 1993-06-01 39.820902114126300 1993-07-01 39.667374480836900 1993-08-01 39.558805089165300 1993-09-01 39.681088259428210 1993-10-01 39.126298599268700 1993-11-01 38.899058918220206 1993-12-01 38.824989582793900 1994-01-01 38.666784687852996 1994-02-01 38.525128219075100 1994-03-01 38.900172666564100 1994-04-01 38.615540755206600 1994-05-01 38.613614537660000 1994-06-01 38.782753059927600 1994-07-01 38.938998377666294 1994-08-01 38.992986307218400 1994-09-01 38.973327704390000 1994-10-01 38.979098511985100 1994-11-01 39.007369016472500 1994-12-01 39.177936513188210 1995-01-01 39.105940931887700 1995-02-01 39.355884910186100 1995-03-01 39.490750392670300 1995-04-01 39.803760405123604 1995-05-01 40.011301570367706 1995-06-01 40.047548761717700 1995-07-01 39.708306277869205 1995-08-01 39.620353978075400 1995-09-01 39.870492704135710 1995-10-01 39.919309349919295 1995-11-01 40.000676829674795 1995-12-01 40.128998671731100 1996-01-01 40.447302837010000 1996-02-01 40.460218626702600 1996-03-01 40.486942064621395 1996-04-01 40.613084591689500 1996-05-01 40.728152596751100 1996-06-01 40.526490437202604 1996-07-01 40.379782283288606 1996-08-01 40.137566776001800 1996-09-01 40.353319214451105 1996-10-01 40.447356263772200 1996-11-01 40.698520367483000 1996-12-01 40.583348214215604 1997-01-01 40.687456730240100 1997-02-01 40.440446988728400 1997-03-01 40.576605398886900 1997-04-01 40.657984633779200 1997-05-01 40.557224167324600 1997-06-01 40.609855208992500 1997-07-01 40.964945626075895 1997-08-01 40.926050086763700 1997-09-01 40.717754863575294 1997-10-01 41.474561457310706 1997-11-01 41.098244413525600 1997-12-01 41.158985837734400 1998-01-01 40.929033820005800 1998-02-01 41.326051114729900 1998-03-01 40.748947106719200 1998-04-01 41.002253475529900 1998-05-01 41.087239983040600 1998-06-01 41.391640046289300 1998-07-01 41.457083833250610 1998-08-01 41.599364218911000 1998-09-01 41.265364647165500 1998-10-01 41.813780017730700 1998-11-01 41.721311764594400 1998-12-01 41.853719931793606 1999-01-01 41.856401758229204 1999-02-01 42.225366789823900 1999-03-01 42.021994786416705 1999-04-01 41.924493509138300 1999-05-01 42.101182402103300 1999-06-01 41.940306828604605 1999-07-01 42.070103369176600 1999-08-01 41.979141726689300 1999-09-01 42.027971626704100 1999-10-01 41.865294354057795 1999-11-01 41.861821788740400 1999-12-01 41.853164218428500 2000-01-01 41.766229416577700 2000-02-01 41.835453621379500 2000-03-01 41.798971038103600 2000-04-01 41.609289880367605 2000-05-01 41.472774512257295 2000-06-01 41.581595450472200 2000-07-01 41.602602495631000 2000-08-01 41.791428879001295 2000-09-01 41.816251667867400 2000-10-01 41.723622370258300 2000-11-01 41.709036450189096 2000-12-01 41.561992310306100 2001-01-01 41.436059798361505 2001-02-01 41.345806815638300 2001-03-01 41.485470563730800 2001-04-01 41.265695489664600 2001-05-01 41.023180975649600 2001-06-01 40.824863767360505 2001-07-01 40.643423406087200 2001-08-01 40.530087771346700 2001-09-01 40.351064548251706 2001-10-01 39.967840014147100 2001-11-01 39.844530944510600 2001-12-01 39.548210554215900 2002-01-01 39.998241208517605 2002-02-01 39.868934271745100 2002-03-01 39.866376777570500 2002-04-01 40.210566489284300 2002-05-01 40.870507525505900 2002-06-01 40.697813969503300 2002-07-01 40.567829966842900 2002-08-01 40.380175644962300 2002-09-01 40.301208335389700 2002-10-01 40.590066373329200 2002-11-01 41.067014091049710 2002-12-01 40.833942211554900 2003-01-01 40.559983342584204 2003-02-01 40.280660966191400 2003-03-01 40.059977951523600 2003-04-01 39.877927263782100 2003-05-01 39.737174914227296 2003-06-01 39.488668828319796 2003-07-01 39.072591199282100 2003-08-01 39.216259167744300 2003-09-01 39.148622298787800 2003-10-01 39.282923588035395 2003-11-01 39.281565094419000 2003-12-01 39.198321027390800 2004-01-01 39.451404197393295 2004-02-01 39.479380239205604 2004-03-01 39.362216494746900 2004-04-01 39.375002157416300 2004-05-01 39.329112896861204 2004-06-01 38.716696130492394 2004-07-01 39.455414817663700 2004-08-01 39.429597192548100 2004-09-01 39.364635642466600 2004-10-01 39.755010889452000 2004-11-01 39.773356197208600 2004-12-01 40.088991802187800 2005-01-01 39.847892697600800 2005-02-01 40.068121443276100 2005-03-01 40.369549945580000 2005-04-01 40.594672546826104 2005-05-01 40.451947159298896 2005-06-01 40.375436044642896 2005-07-01 40.122233148387710 2005-08-01 39.922897115736500 2005-09-01 39.862395077072500 2005-10-01 39.612140338265704 2005-11-01 39.545607335002500 2005-12-01 39.381348515786000 2006-01-01 39.451708384011400 2006-02-01 39.458060297584710 2006-03-01 39.574421633367000 2006-04-01 39.519076026470710 2006-05-01 39.695480516714000 2006-06-01 40.252393484789500 2006-07-01 39.789418154307500 2006-08-01 39.914009775247100 2006-09-01 39.851786998831100 2006-10-01 39.660152642109700 2006-11-01 39.500891024992600 2006-12-01 39.605458518907206 2007-01-01 39.321998976094500 2007-02-01 39.340061486010605 2007-03-01 39.093392699471295 2007-04-01 38.841878767898706 2007-05-01 39.039595599996400 2007-06-01 39.235195266110000 2007-07-01 39.362003654468396 2007-08-01 39.410505106848700 2007-09-01 39.455679468940600 2007-10-01 39.304439345047000 2007-11-01 39.255569393898504 2007-12-01 39.027159413070900 2008-01-01 38.874082994918204 2008-02-01 38.712894926585500 2008-03-01 38.721961189672500 2008-04-01 38.553418356116296 2008-05-01 38.476634406596496 2008-06-01 38.220111426449400 2008-07-01 38.043536423116606 2008-08-01 37.809979426761400 2008-09-01 37.671688588319000 2008-10-01 37.454143366459100 2008-11-01 37.311098878577300 2008-12-01 36.967502242466004 2009-01-01 37.107966035223000 2009-02-01 36.492646244543500 2009-03-01 36.151409212663700 2009-04-01 35.748979941683200 2009-05-01 35.392506936682800 2009-06-01 35.095750564716600 2009-07-01 34.627865286364106 2009-08-01 34.606351005588800 2009-09-01 34.396846810831100 2009-10-01 34.519681055987200 2009-11-01 34.381263438758600 2009-12-01 34.410242698559300 2010-01-01 34.353727111830900 2010-02-01 34.278098473329390 2010-03-01 33.980653159577610 2010-04-01 34.128947647598200 2010-05-01 33.981527442095000 2010-06-01 33.951766094308000 2010-07-01 33.924359734958900 2010-08-01 33.793766108987000 2010-09-01 33.713376125212000 2010-10-01 33.806739223187800 2010-11-01 33.664048898379804 2010-12-01 33.560901026275600 2011-01-01 33.613906443649100 2011-02-01 33.572836772683395 2011-03-01 33.514785483056400 2011-04-01 33.398763856995200 2011-05-01 33.454535440463800 2011-06-01 33.381886414662105 2011-07-01 33.536017898547000 2011-08-01 33.564042613956396 2011-09-01 33.622006062677805 2011-10-01 33.500400451804600 2011-11-01 33.556766690287400 2011-12-01 33.605244863007400 2012-01-01 33.600171111679500 2012-02-01 33.466197038464300 2012-03-01 33.664206190840105 2012-04-01 33.765220882296000 2012-05-01 33.818813160000300 2012-06-01 33.994432091730900 2012-07-01 34.161542092279895 2012-08-01 34.029920740569000 2012-09-01 34.020468048608300 2012-10-01 33.901394359140000 2012-11-01 33.941489315955700 2012-12-01 33.934255794884200 2013-01-01 34.003378015058104 2013-02-01 34.061077994984500 2013-03-01 34.118954422792804 2013-04-01 34.130640510265000 2013-05-01 34.194507216517400 2013-06-01 33.999196880472200 2013-07-01 33.983924997597700 2013-08-01 34.009830221449200 2013-09-01 34.024048213107500 2013-10-01 33.990280561422300 2013-11-01 33.820639775085800 2013-12-01 34.048305316605500 2014-01-01 34.211948281346300 2014-02-01 34.449314872489800 2014-03-01 34.467270144252800 2014-04-01 33.907382580809900 2014-05-01 34.076217851059000 2014-06-01 34.116360386622800 2014-07-01 33.996722731595000 2014-08-01 34.206219788360100 2014-09-01 34.137171610619000 2014-10-01 34.263180633676896 2014-11-01 34.199596118223900 2014-12-01 34.349373596663696 2015-01-01 33.919058958702500 2015-02-01 34.132966226827500 2015-03-01 34.198555204321600 2015-04-01 34.499011053746400 2015-05-01 34.683521384180004 2015-06-01 34.835813964889000 2015-07-01 34.692756490996400 2015-08-01 34.805552655213800 2015-09-01 34.850190033750900 2015-10-01 34.825427335829300 2015-11-01 34.988170133500200 2015-12-01 34.940112731105500 2016-01-01 34.934330929022500 2016-02-01 35.030005452052900 2016-03-01 34.815241893759000 2016-04-01 34.903357024190200 2016-05-01 34.790976718168700 2016-06-01 34.756518948547690 2016-07-01 34.874873531773890 2016-08-01 34.701428039278305 2016-09-01 34.749939423494700 2016-10-01 35.197331546006700 2016-11-01 34.778463131828396 2016-12-01 34.829018309030700 2017-01-01 34.852547117196600 2017-02-01 34.750601083344804 2017-03-01 34.718896272102796 2017-04-01 34.617132915205005 2017-05-01 34.614351241058300 2017-06-01 34.468495868869300 2017-07-01 34.633192746591400 2017-08-01 34.590970765754500 2017-09-01 34.434958156825900 2017-10-01 34.776120741145300 2017-11-01 34.673301651906300 2017-12-01 34.608702323877800 2018-01-01 34.682326105733104 2018-02-01 34.701383747227304 2018-03-01 34.818860629254104 2018-04-01 34.537014650135600 2018-05-01 34.528211096478100 2018-06-01 34.572056775276600 2018-07-01 34.490263242997900 2018-08-01 34.578726192170700 2018-09-01 34.516645343445800 2018-10-01 34.352407687062500 2018-11-01 34.259759047794496 2018-12-01 34.486491894700400 2019-01-01 34.520215790936305 2019-02-01 34.756623917877000 2019-03-01 34.820845922958400 2019-04-01 34.965063979138900 2019-05-01 34.947589169314000 2019-06-01 34.859132930793900 2019-07-01 34.763486722437000 2019-08-01 34.757931585460604 2019-09-01 34.691502810273200 2019-10-01 34.433678345632700 2019-11-01 34.745140355906700 2019-12-01 34.756368631147500 2020-01-01 35.061363225606300 2020-02-01 34.911473338946700 2020-03-01 34.128075271046804 2020-04-01 23.686609898336897 2020-05-01 24.754997857073900 2020-06-01 25.341736774818000 2020-07-01 25.359651653101500 2020-08-01 25.349555701128203 2020-09-01 25.472801877934200 2020-10-01 25.516212697310000 2020-11-01 25.625767787382603 2020-12-01 25.728598747625900 2021-01-01 25.286479306336698 2021-02-01 25.638451366918300 2021-03-01 25.939779627686700 2021-04-01 26.204155803534800 2021-05-01 26.565746125162800 2021-06-01 26.932938620861100 2021-07-01 27.264382503499200 2021-08-01 27.552334278209894 2021-09-01 27.660723515409398 2021-10-01 28.405293370732302 2021-11-01 28.712107153013395 2021-12-01 29.003065544692300 2022-01-01 28.995295297097200 2022-02-01 29.344351414782300 2022-03-01 29.441897033262602 2022-04-01 29.617354813693105 2022-05-01 29.769028068949800 2022-06-01 29.935921384432802 2022-07-01 29.978842438460802 2022-08-01 30.166309007601498 2022-09-01 30.162767536472500 2022-10-01 30.091156026804400 2022-11-01 30.104032659550900 2022-12-01 30.087028658513304 2023-01-01 30.294806293330304 2023-02-01 30.323982734469900 2023-03-01 30.539101796003800 2023-04-01 30.527904932978600 2023-05-01 30.573285896094500 2023-06-01 30.540357623208298 2023-07-01 30.600314089774800 2023-08-01 30.673102547759200 2023-09-01 30.864768980300497 2023-10-01 30.990169197834100 2023-11-01 31.104357633307400 2023-12-01 31.282571381339196 2024-01-01 31.389303211266700 2024-02-01 31.501300767854700 2024-03-01 31.429035797229098