Title: All Employees: Wholesale Trade in Los Angeles-Long Beach-Anaheim, CA (MSA) Series ID: SMU06310804100000001SA 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 2023-10-01 Last Updated: 2023-11-18 4:47 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 (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/SMU06310804100000001). 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 1990-01-01 291.99423532610600 1990-02-01 291.45871450242500 1990-03-01 290.76585349287300 1990-04-01 288.79577955900396 1990-05-01 288.33125983350600 1990-06-01 287.45644940598900 1990-07-01 288.12976408194400 1990-08-01 286.94466503130400 1990-09-01 287.94823747787700 1990-10-01 283.99892863421600 1990-11-01 282.69062507320100 1990-12-01 282.04839732894200 1991-01-01 282.95727182404800 1991-02-01 282.18804890462200 1991-03-01 280.95808467503700 1991-04-01 285.34587824428400 1991-05-01 283.69595910962200 1991-06-01 283.14148599541600 1991-07-01 282.57359385085203 1991-08-01 281.82402402833003 1991-09-01 281.38118429008000 1991-10-01 282.27227197472400 1991-11-01 281.91494573078200 1991-12-01 279.88573118725200 1992-01-01 273.63227083299700 1992-02-01 271.70889992829500 1992-03-01 271.82702315723100 1992-04-01 271.93469260982200 1992-05-01 271.50435856210500 1992-06-01 271.18436596783300 1992-07-01 269.69086798555900 1992-08-01 269.02977838959800 1992-09-01 267.96265894737900 1992-10-01 267.89684744529900 1992-11-01 266.86853558530900 1992-12-01 266.48938907095004 1993-01-01 264.69246632309300 1993-02-01 263.85682420216300 1993-03-01 262.42090829470600 1993-04-01 260.84773991991403 1993-05-01 260.74053519594000 1993-06-01 259.76823012385000 1993-07-01 259.31281553667196 1993-08-01 258.83157820035300 1993-09-01 258.43172015991500 1993-10-01 258.93604467345100 1993-11-01 259.73451898967600 1993-12-01 259.66168972005200 1994-01-01 259.36766824334700 1994-02-01 259.36388051455800 1994-03-01 260.36463329001600 1994-04-01 261.64848828845400 1994-05-01 261.26768312904800 1994-06-01 260.86451385440200 1994-07-01 262.65716590289600 1994-08-01 263.74787622005500 1994-09-01 264.06535970549400 1994-10-01 262.80227562142500 1994-11-01 264.23659776954400 1994-12-01 264.50810000178400 1995-01-01 266.18229302380297 1995-02-01 267.01741769199200 1995-03-01 267.71959988758704 1995-04-01 266.84391565244100 1995-05-01 267.46069009067800 1995-06-01 267.42061287399800 1995-07-01 268.10684103083900 1995-08-01 269.02207521428400 1995-09-01 270.39652763071996 1995-10-01 267.25131246381903 1995-11-01 268.18666698907504 1995-12-01 269.54152063930500 1996-01-01 269.57943652539200 1996-02-01 271.17116470070300 1996-03-01 271.45369166265300 1996-04-01 273.90149378230200 1996-05-01 275.27565411340100 1996-06-01 275.60015598122897 1996-07-01 275.57223500555200 1996-08-01 276.02030104302503 1996-09-01 277.22754050062600 1996-10-01 276.64598457099400 1996-11-01 278.06125785265704 1996-12-01 278.68853163700300 1997-01-01 280.93945278816500 1997-02-01 282.16598998421904 1997-03-01 283.78566250416696 1997-04-01 284.74713927229900 1997-05-01 285.28987513916303 1997-06-01 284.56658666504400 1997-07-01 287.70417188042700 1997-08-01 289.56203855252000 1997-09-01 288.04645459204200 1997-10-01 289.34471784149400 1997-11-01 289.23972342110903 1997-12-01 290.26067740689400 1998-01-01 289.42673091262003 1998-02-01 289.83220697963003 1998-03-01 290.12982178475200 1998-04-01 288.80377593350397 1998-05-01 291.99087515506600 1998-06-01 291.30008731275600 1998-07-01 290.68400153813700 1998-08-01 291.09024958629004 1998-09-01 290.93934089004500 1998-10-01 291.53902817603296 1998-11-01 291.93459309343604 1998-12-01 291.85311766640100 1999-01-01 292.65705640915700 1999-02-01 292.32460169033200 1999-03-01 293.20633619885300 1999-04-01 293.89825608333100 1999-05-01 293.97522777818500 1999-06-01 294.48232653043400 1999-07-01 294.69324568549900 1999-08-01 294.54005441897400 1999-09-01 295.13129576908904 1999-10-01 295.74380178496000 1999-11-01 295.81891330847100 1999-12-01 296.22767443864103 2000-01-01 296.24577717099900 2000-02-01 296.00463404371000 2000-03-01 295.46082983229600 2000-04-01 294.28359762285600 2000-05-01 294.25451293688303 2000-06-01 293.80007807242300 2000-07-01 295.64918632228296 2000-08-01 296.23000523557596 2000-09-01 295.89065347280900 2000-10-01 296.07489642264900 2000-11-01 296.28548762775600 2000-12-01 295.78788035739300 2001-01-01 300.43006850082400 2001-02-01 301.17540349546200 2001-03-01 300.23144233458500 2001-04-01 300.52152869591300 2001-05-01 299.47790665727500 2001-06-01 299.71755046997600 2001-07-01 298.54349941084100 2001-08-01 297.25947442086897 2001-09-01 296.65001082037100 2001-10-01 297.20158716948504 2001-11-01 295.49131620412703 2001-12-01 294.82917456651700 2002-01-01 293.44591286167497 2002-02-01 293.53151207928500 2002-03-01 294.18718335653400 2002-04-01 294.24707803087200 2002-05-01 294.42198271749197 2002-06-01 293.90090922520100 2002-07-01 294.77334920627800 2002-08-01 295.57774336220000 2002-09-01 295.67601855754400 2002-10-01 294.47000918008600 2002-11-01 295.25605698939000 2002-12-01 295.31686057439700 2003-01-01 294.63561867520400 2003-02-01 294.05305167665600 2003-03-01 293.50155709264100 2003-04-01 292.63244501229400 2003-05-01 292.43497919309800 2003-06-01 291.92593449810100 2003-07-01 291.22906285664100 2003-08-01 291.33663741701696 2003-09-01 291.15821262428904 2003-10-01 290.46624239870397 2003-11-01 290.01504662726000 2003-12-01 290.30530491672300 2004-01-01 291.23241558170400 2004-02-01 291.09878189164397 2004-03-01 291.47946110817700 2004-04-01 291.80059495734900 2004-05-01 292.31669544024300 2004-06-01 293.00999050003300 2004-07-01 292.62637589470603 2004-08-01 292.13684460185500 2004-09-01 291.48764156764400 2004-10-01 293.62115913881400 2004-11-01 294.24561866947800 2004-12-01 292.84450585492100 2005-01-01 294.57785121048400 2005-02-01 294.56330892567900 2005-03-01 294.23846818443900 2005-04-01 296.49967441606900 2005-05-01 297.30599999827100 2005-06-01 297.29828481225700 2005-07-01 297.34055817650800 2005-08-01 297.95712632324000 2005-09-01 297.91263022762200 2005-10-01 298.68607486873100 2005-11-01 299.34839363576400 2005-12-01 300.06535781675300 2006-01-01 300.16348633706900 2006-02-01 301.20774828589800 2006-03-01 301.43260324642100 2006-04-01 302.31284654157300 2006-05-01 303.25648785417803 2006-06-01 303.99453858543900 2006-07-01 305.32565445018800 2006-08-01 305.84385111876200 2006-09-01 306.75143197039100 2006-10-01 306.55938615846900 2006-11-01 307.06146719440400 2006-12-01 308.04812835255296 2007-01-01 309.71603186062500 2007-02-01 310.22597994318800 2007-03-01 310.77104788830400 2007-04-01 310.35694505943700 2007-05-01 310.37775314377603 2007-06-01 310.40021784974095 2007-07-01 311.23027670919700 2007-08-01 311.47061229526100 2007-09-01 311.43160059863500 2007-10-01 311.79927843133300 2007-11-01 312.02022952005600 2007-12-01 312.55298306701500 2008-01-01 312.63559511914900 2008-02-01 312.52787375504500 2008-03-01 312.04383089708404 2008-04-01 311.64826601426700 2008-05-01 310.14047725893903 2008-06-01 309.54874324179200 2008-07-01 308.33194064126496 2008-08-01 306.80065307590700 2008-09-01 305.80375997388100 2008-10-01 303.77201445351400 2008-11-01 301.08895087122900 2008-12-01 298.56620760534200 2009-01-01 294.09888624148300 2009-02-01 290.98816845191800 2009-03-01 287.97591728849400 2009-04-01 284.27679492730596 2009-05-01 282.84770246639600 2009-06-01 281.79594942056100 2009-07-01 277.78890921030103 2009-08-01 276.60301834552797 2009-09-01 275.34565442422297 2009-10-01 275.41670434588700 2009-11-01 274.84775298104000 2009-12-01 274.77264113069300 2010-01-01 275.62570310076300 2010-02-01 275.46905059127100 2010-03-01 275.21702337166400 2010-04-01 277.12739070391900 2010-05-01 277.96812784480000 2010-06-01 278.26775230152100 2010-07-01 278.40474295346400 2010-08-01 278.75163915625200 2010-09-01 278.71263822262904 2010-10-01 279.16226400104800 2010-11-01 279.23575775225400 2010-12-01 278.81792495819900 2011-01-01 279.36231737070204 2011-02-01 279.68873823844297 2011-03-01 278.94692991896704 2011-04-01 280.03111174480400 2011-05-01 280.06195886925497 2011-06-01 279.76870536013803 2011-07-01 280.28086928829800 2011-08-01 280.36866235218600 2011-09-01 281.29782591591900 2011-10-01 279.97487161166400 2011-11-01 279.81944633822900 2011-12-01 279.93108023846600 2012-01-01 279.92581001578800 2012-02-01 280.13258325007300 2012-03-01 280.32725706944200 2012-04-01 284.68095581345600 2012-05-01 285.77847021473700 2012-06-01 286.36813135997100 2012-07-01 286.67935370082200 2012-08-01 287.36759990281200 2012-09-01 287.84802286056400 2012-10-01 288.37448376095404 2012-11-01 289.10246683727600 2012-12-01 290.02210844313000 2013-01-01 290.88018954217900 2013-02-01 291.55147343771800 2013-03-01 292.60951482774504 2013-04-01 293.55237288109004 2013-05-01 293.96753501302000 2013-06-01 295.02824674961397 2013-07-01 294.75173496507000 2013-08-01 294.85778865746800 2013-09-01 295.11395320906700 2013-10-01 295.73085517110400 2013-11-01 296.48733147821497 2013-12-01 297.33324066268904 2014-01-01 297.67727530052500 2014-02-01 298.22984989418000 2014-03-01 298.28123912045200 2014-04-01 297.47927974311904 2014-05-01 298.12734033590000 2014-06-01 298.37481634730900 2014-07-01 298.49709385838900 2014-08-01 299.90151454977797 2014-09-01 300.81130213756400 2014-10-01 301.02436224328096 2014-11-01 301.71362227463900 2014-12-01 301.61017376661400 2015-01-01 301.34131555322200 2015-02-01 301.84859319219004 2015-03-01 301.66389442205500 2015-04-01 301.36752502659200 2015-05-01 301.48782436319700 2015-06-01 301.58273202926700 2015-07-01 302.56714755642100 2015-08-01 302.49581424231997 2015-09-01 302.32512251032500 2015-10-01 302.68787473007100 2015-11-01 302.54478976137700 2015-12-01 302.22584240274800 2016-01-01 302.47442021619300 2016-02-01 302.09234311177300 2016-03-01 300.33266323946100 2016-04-01 301.89407301887100 2016-05-01 301.75580065567800 2016-06-01 300.53841940410100 2016-07-01 302.74918546968800 2016-08-01 302.65345958898900 2016-09-01 302.51805702201900 2016-10-01 300.92655968411100 2016-11-01 300.49288277410096 2016-12-01 300.65689980727404 2017-01-01 300.57280506299500 2017-02-01 300.44229691575400 2017-03-01 301.32493010120300 2017-04-01 301.68307115189300 2017-05-01 301.97273124402300 2017-06-01 302.36564849266000 2017-07-01 301.52006228357203 2017-08-01 301.35735278618700 2017-09-01 301.57405225795000 2017-10-01 302.05221107854000 2017-11-01 302.30342694817600 2017-12-01 302.87258743825500 2018-01-01 303.92869214116500 2018-02-01 304.09645326766900 2018-03-01 304.10171331609297 2018-04-01 304.21721251716200 2018-05-01 304.71131089876997 2018-06-01 304.87259155738700 2018-07-01 304.56666178844300 2018-08-01 304.12605484480200 2018-09-01 303.82889802671600 2018-10-01 304.52617338570200 2018-11-01 304.58866708233000 2018-12-01 304.24666920065897 2019-01-01 303.14460453968700 2019-02-01 303.23575579035800 2019-03-01 302.83503877692300 2019-04-01 302.25070605685100 2019-05-01 301.98671889247300 2019-06-01 301.79412047385300 2019-07-01 301.28238230466700 2019-08-01 300.90369770853800 2019-09-01 299.46749185890000 2019-10-01 299.41855307566397 2019-11-01 299.45490345151600 2019-12-01 299.66814194658000 2020-01-01 300.08914711705400 2020-02-01 299.59682675105800 2020-03-01 295.47603789493700 2020-04-01 254.98157583757400 2020-05-01 261.99412096897703 2020-06-01 267.95452784915300 2020-07-01 267.37454155607800 2020-08-01 269.13564168413103 2020-09-01 270.07221328612803 2020-10-01 274.83626928720500 2020-11-01 275.28275847543300 2020-12-01 274.28932105839000 2021-01-01 274.44614478011500 2021-02-01 275.79918116830396 2021-03-01 276.23518415037400 2021-04-01 276.72574591169104 2021-05-01 276.78770233482703 2021-06-01 276.43392733971900 2021-07-01 279.32905389137903 2021-08-01 279.41849924917597 2021-09-01 276.43365166288396 2021-10-01 281.92121362461603 2021-11-01 282.26273733837500 2021-12-01 282.84205683588300 2022-01-01 281.61102646532504 2022-02-01 282.70769848369400 2022-03-01 282.63588959338600 2022-04-01 283.36263115585900 2022-05-01 283.56352889135800 2022-06-01 283.79446820988300 2022-07-01 282.04114874942700 2022-08-01 281.79420031575900 2022-09-01 281.17472949502604 2022-10-01 279.62869572952600 2022-11-01 279.19533315973500 2022-12-01 279.31849018259203 2023-01-01 279.02456138516203 2023-02-01 277.88676677580600 2023-03-01 277.91126479577400 2023-04-01 277.62922449989400 2023-05-01 277.21190631146703 2023-06-01 274.70624608882000 2023-07-01 276.73545246709800 2023-08-01 276.88156617028900 2023-09-01 277.19119769661800 2023-10-01 276.97557414925500