Table Data - All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Wholesale Trade: Wholesale Trade Agents and Brokers in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310844142500001SA
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 2025-12-01
Last Updated 2026-01-28 3:34 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. 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 22.21348209445810
1990-02-01 21.83629065740480
1990-03-01 21.74380660860440
1990-04-01 20.68510810126370
1990-05-01 20.42570150375020
1990-06-01 20.27468621578750
1990-07-01 20.72218911157960
1990-08-01 20.48770258869990
1990-09-01 20.12438408736850
1990-10-01 20.83974656029160
1990-11-01 20.57039400199910
1990-12-01 20.39354869566710
1991-01-01 20.33322204551320
1991-02-01 20.38928553760970
1991-03-01 20.19463512971020
1991-04-01 19.89191418986190
1991-05-01 19.62010321048120
1991-06-01 19.77894273065830
1991-07-01 19.38465399711790
1991-08-01 19.35902983559630
1991-09-01 19.28708285480860
1991-10-01 19.43879879745440
1991-11-01 19.34019158978440
1991-12-01 19.27060992847290
1992-01-01 17.78144480724490
1992-02-01 17.77351995867450
1992-03-01 17.87015543238280
1992-04-01 17.32078620548620
1992-05-01 17.31692118176390
1992-06-01 16.98796305121780
1992-07-01 16.81999331639630
1992-08-01 16.61209508785210
1992-09-01 16.50929534903370
1992-10-01 16.42862138325260
1992-11-01 16.29534674220870
1992-12-01 16.25176113069180
1993-01-01 16.43391896996810
1993-02-01 16.34325462585990
1993-03-01 16.32718900957840
1993-04-01 16.45151701735070
1993-05-01 16.41320142299000
1993-06-01 16.28940626264590
1993-07-01 16.06322051500890
1993-08-01 16.18212752060310
1993-09-01 16.27150971653640
1993-10-01 16.22541636220860
1993-11-01 16.37340727028000
1993-12-01 16.43552667489660
1994-01-01 14.98538135170200
1994-02-01 14.90873262191750
1994-03-01 15.06747852306840
1994-04-01 15.46950757408500
1994-05-01 15.41680229859910
1994-06-01 15.29042851201210
1994-07-01 15.71324292225160
1994-08-01 15.74771639949370
1994-09-01 15.74035168311830
1994-10-01 15.63077588513900
1994-11-01 15.65664302705370
1994-12-01 15.63317983286850
1995-01-01 15.22535714680510
1995-02-01 15.24805297438460
1995-03-01 15.17424228254990
1995-04-01 14.58206473718040
1995-05-01 14.62387181757500
1995-06-01 14.68643236098980
1995-07-01 14.16032316976630
1995-08-01 14.10183184814300
1995-09-01 14.21856016248280
1995-10-01 13.64268402403840
1995-11-01 13.55310778965440
1995-12-01 13.55570685004090
1996-01-01 12.94251813417070
1996-02-01 13.07285559009580
1996-03-01 13.08308496252570
1996-04-01 12.88171501847890
1996-05-01 12.83017985612100
1996-06-01 12.88172727845450
1996-07-01 12.13673945060810
1996-08-01 12.17343477236870
1996-09-01 12.09664192941290
1996-10-01 12.26054841978660
1996-11-01 12.36873693037140
1996-12-01 12.28332631444740
1997-01-01 12.24286411152760
1997-02-01 12.26325505370170
1997-03-01 12.37584488268690
1997-04-01 12.47695474319070
1997-05-01 12.42310475722690
1997-06-01 12.37753750508750
1997-07-01 12.43245651512630
1997-08-01 12.46608129598720
1997-09-01 12.39589786148550
1997-10-01 12.38788566158010
1997-11-01 12.39482501460960
1997-12-01 12.61205805829040
1998-01-01 12.32634806840920
1998-02-01 12.24397786160330
1998-03-01 12.17800361900580
1998-04-01 12.05521893582680
1998-05-01 12.21401441898260
1998-06-01 12.08727233977820
1998-07-01 11.93174352465190
1998-08-01 11.86173558167310
1998-09-01 11.88818913347810
1998-10-01 11.90727727083860
1998-11-01 11.90384055175230
1998-12-01 11.92558392855010
1999-01-01 12.09938524697960
1999-02-01 12.12953596709210
1999-03-01 12.28971740681980
1999-04-01 11.64389104492910
1999-05-01 11.71601114440480
1999-06-01 11.71687934529660
1999-07-01 11.51945403367490
1999-08-01 11.56382399005210
1999-09-01 11.57999632801520
1999-10-01 11.40356711525750
1999-11-01 11.39434598999080
1999-12-01 11.42118058284180
2000-01-01 10.78293548231430
2000-02-01 10.84006506258760
2000-03-01 10.72579523754080
2000-04-01 10.74429637347410
2000-05-01 10.72794180480520
2000-06-01 10.75715179470540
2000-07-01 10.90332353101200
2000-08-01 11.06543284606400
2000-09-01 11.06341394345040
2000-10-01 10.98163108089590
2000-11-01 10.97260164662410
2000-12-01 11.10139299270800
2001-01-01 11.47912790645310
2001-02-01 11.45269099798730
2001-03-01 11.44621447041160
2001-04-01 11.65460913769590
2001-05-01 11.53609142931080
2001-06-01 11.79366698128260
2001-07-01 11.87304716294510
2001-08-01 11.86939985582960
2001-09-01 11.85125362356300
2001-10-01 12.45575188230700
2001-11-01 12.25617195743400
2001-12-01 12.28156839952320
2002-01-01 11.69229605430500
2002-02-01 11.67852757020340
2002-03-01 11.87357819923450
2002-04-01 11.96215187183450
2002-05-01 12.14304401102400
2002-06-01 12.21842266625670
2002-07-01 12.54575764706070
2002-08-01 12.66754174466950
2002-09-01 12.94906630117700
2002-10-01 13.32274864173460
2002-11-01 13.53854104334450
2002-12-01 13.86362288765820
2003-01-01 13.91246989991850
2003-02-01 14.11034957461360
2003-03-01 14.08503103225100
2003-04-01 14.56392886752900
2003-05-01 14.83580767293030
2003-06-01 15.02490462558660
2003-07-01 15.30842604533020
2003-08-01 15.68512879016400
2003-09-01 16.05444687305840
2003-10-01 16.49649575452620
2003-11-01 16.54863032027470
2003-12-01 16.86095817087440
2004-01-01 16.93603369803570
2004-02-01 17.13650433602900
2004-03-01 17.38110466151750
2004-04-01 17.55124827917980
2004-05-01 17.71389513461200
2004-06-01 18.29333358052870
2004-07-01 18.69848845207540
2004-08-01 19.00433112899410
2004-09-01 18.96376296205350
2004-10-01 19.00197916591560
2004-11-01 19.08348579445240
2004-12-01 18.98059198109360
2005-01-01 19.34662624084760
2005-02-01 19.63743486846960
2005-03-01 19.75156139833930
2005-04-01 20.22167863725810
2005-05-01 20.38562173090540
2005-06-01 20.54624663140420
2005-07-01 20.60844209822950
2005-08-01 20.91780201222090
2005-09-01 20.87791246445120
2005-10-01 21.34229210044360
2005-11-01 21.54220200028090
2005-12-01 21.72390775715290
2006-01-01 21.95023874124680
2006-02-01 22.10245099518640
2006-03-01 22.40568312609140
2006-04-01 22.46100724051010
2006-05-01 22.35234810972640
2006-06-01 22.49194695587160
2006-07-01 22.54743560375680
2006-08-01 22.42903186918660
2006-09-01 22.62388850439980
2006-10-01 22.59474924744070
2006-11-01 22.48156218192480
2006-12-01 22.55280850968130
2007-01-01 22.54457753105520
2007-02-01 22.36695283081800
2007-03-01 22.45603904005000
2007-04-01 21.91761292114680
2007-05-01 21.94680043463810
2007-06-01 21.97424918921170
2007-07-01 21.77909201704540
2007-08-01 21.83852289454780
2007-09-01 21.85490489170340
2007-10-01 21.71376408308220
2007-11-01 21.78638575527320
2007-12-01 21.64996334407580
2008-01-01 21.84534456458190
2008-02-01 21.85143757696570
2008-03-01 21.73901620645690
2008-04-01 21.29818865134430
2008-05-01 21.05610340549620
2008-06-01 20.67733225550040
2008-07-01 20.41007551023190
2008-08-01 20.12357883115600
2008-09-01 19.65329236658770
2008-10-01 19.19371368663380
2008-11-01 18.84792765368930
2008-12-01 18.41979400963870
2009-01-01 18.05276579294770
2009-02-01 17.86418273904040
2009-03-01 17.68017444707020
2009-04-01 17.44106551245850
2009-05-01 17.29547791519600
2009-06-01 17.10866001452170
2009-07-01 16.50564590685340
2009-08-01 16.39067150077060
2009-09-01 16.21852909507320
2009-10-01 16.15643167187630
2009-11-01 16.10132678254120
2009-12-01 16.18579089843100
2010-01-01 16.06906940714170
2010-02-01 16.08909849436780
2010-03-01 16.02401787001060
2010-04-01 15.97049645361120
2010-05-01 15.82470460022150
2010-06-01 15.72853270596150
2010-07-01 15.60122542623320
2010-08-01 15.36628645058380
2010-09-01 15.20220499773970
2010-10-01 15.12280786295030
2010-11-01 14.95845993993730
2010-12-01 14.74367113093360
2011-01-01 14.68037116371230
2011-02-01 14.40882722236940
2011-03-01 14.17035851233890
2011-04-01 14.41497027809460
2011-05-01 14.36422138492840
2011-06-01 14.45169307649480
2011-07-01 14.49335579753840
2011-08-01 14.64904575409110
2011-09-01 14.68256750749300
2011-10-01 14.68628500312040
2011-11-01 14.51071072146670
2011-12-01 14.39797902734160
2012-01-01 14.27997773034640
2012-02-01 14.32727754586550
2012-03-01 14.21002630003760
2012-04-01 15.06486347735500
2012-05-01 15.20225019764020
2012-06-01 15.08474709682380
2012-07-01 15.08992912026090
2012-08-01 14.92384074882290
2012-09-01 14.97359570368900
2012-10-01 14.74133702298180
2012-11-01 14.75235977995860
2012-12-01 14.84851097553760
2013-01-01 16.07677072558730
2013-02-01 16.05112316459330
2013-03-01 16.45919620900530
2013-04-01 16.33285163754830
2013-05-01 16.23911249429020
2013-06-01 16.24028502727780
2013-07-01 16.07946986954620
2013-08-01 15.99306814779100
2013-09-01 15.87035656145750
2013-10-01 15.79106892404360
2013-11-01 15.88269708258830
2013-12-01 15.88774025926100
2014-01-01 15.16218593622060
2014-02-01 15.17612407006850
2014-03-01 14.98990138711120
2014-04-01 14.88551832685530
2014-05-01 14.75676448371440
2014-06-01 14.79064116004110
2014-07-01 14.57539391153460
2014-08-01 14.56955734553980
2014-09-01 14.57190229172020
2014-10-01 14.45234274084760
2014-11-01 14.34208456498170
2014-12-01 14.16595691653780
2015-01-01 14.05226314826220
2015-02-01 13.99802348140320
2015-03-01 13.81418035023450
2015-04-01 13.51226656175240
2015-05-01 13.36142854445270
2015-06-01 13.41446612421820
2015-07-01 13.57132829447100
2015-08-01 13.56716143894530
2015-09-01 13.37944798338730
2015-10-01 13.41884352206910
2015-11-01 13.31695852432300
2015-12-01 13.15653053541270
2016-01-01 13.14581100030380
2016-02-01 12.80776259526240
2016-03-01 12.52574780889390
2016-04-01 12.72054112293710
2016-05-01 12.66149648960290
2016-06-01 12.42691640833440
2016-07-01 12.57061301434280
2016-08-01 12.46882476264300
2016-09-01 12.48988950866410
2016-10-01 12.10637585518810
2016-11-01 12.01759492341700
2016-12-01 12.15981700202360
2017-01-01 11.73816863158230
2017-02-01 11.70450109975140
2017-03-01 11.64022991928130
2017-04-01 11.60907047172930
2017-05-01 11.65817620573630
2017-06-01 11.61766001239140
2017-07-01 11.57262748460590
2017-08-01 11.57139297120110
2017-09-01 11.69558953150510
2017-10-01 11.80647466442770
2017-11-01 11.71911873391860
2017-12-01 11.75880757242810
2018-01-01 11.44380341172230
2018-02-01 11.59456758087560
2018-03-01 11.65419673870470
2018-04-01 11.69093635027870
2018-05-01 11.66147956745770
2018-06-01 11.60884026549330
2018-07-01 11.47796098463440
2018-08-01 11.27519018999900
2018-09-01 11.30206653609200
2018-10-01 11.42164645525750
2018-11-01 11.43029624198330
2018-12-01 11.36063675667300
2019-01-01 11.55320904239090
2019-02-01 11.57361865573640
2019-03-01 11.56016521503580
2019-04-01 11.46618794002270
2019-05-01 11.36873134829460
2019-06-01 11.28942072868460
2019-07-01 11.28285521568730
2019-08-01 11.28112405509520
2019-09-01 11.20097184101060
2019-10-01 11.04933785156550
2019-11-01 11.04956117406520
2019-12-01 11.07525996077950
2020-01-01 11.05664021269210
2020-02-01 11.03891721250180
2020-03-01 10.83976944584230
2020-04-01 9.33520323349283
2020-05-01 9.56526821827327
2020-06-01 9.77922946796637
2020-07-01 9.78955817878044
2020-08-01 9.98560291799653
2020-09-01 9.98401319462509
2020-10-01 10.08096050983220
2020-11-01 10.17761233639500
2020-12-01 10.20365347874250
2021-01-01 10.14977866927680
2021-02-01 10.21128629800400
2021-03-01 10.32131839543480
2021-04-01 10.42418274961230
2021-05-01 10.38019158064850
2021-06-01 10.18752416381780
2021-07-01 10.39074770296280
2021-08-01 10.38176235380290
2021-09-01 10.27296668378100
2021-10-01 10.59859272584500
2021-11-01 10.59099535686290
2021-12-01 10.60904131549490
2022-01-01 10.55025411263220
2022-02-01 10.59579037447300
2022-03-01 10.60152031443380
2022-04-01 10.61227498147530
2022-05-01 10.68478109313370
2022-06-01 10.90171882859650
2022-07-01 10.79706362711060
2022-08-01 10.68530773985630
2022-09-01 10.75917867086530
2022-10-01 10.51253249084480
2022-11-01 10.50831394092740
2022-12-01 10.52316219387580
2023-01-01 10.64559166863170
2023-02-01 10.69019728661990
2023-03-01 10.68258793345470
2023-04-01 10.60918884088030
2023-05-01 10.48150263479440
2023-06-01 10.29399664887220
2023-07-01 10.20055943092380
2023-08-01 10.19252717369210
2023-09-01 10.13834504795460
2023-10-01 10.22971528585750
2023-11-01 10.12492997278030
2023-12-01 10.04810297743160
2024-01-01 10.13257791751610
2024-02-01 9.88998964492593
2024-03-01 9.75627895793379
2024-04-01 9.70769086134399
2024-05-01 9.56994874394339
2024-06-01 9.58713458719971
2024-07-01 9.60871526522594
2024-08-01 9.59729258608303
2024-09-01 9.52557413390806
2024-10-01 9.44138988714422
2024-11-01 9.43571957918261
2024-12-01 9.46765691896075
2025-01-01 9.41992889042875
2025-02-01 9.39034249975039
2025-03-01 9.44910873313918
2025-04-01 9.41129981497186
2025-05-01 9.46805427355337
2025-06-01 9.48114897800876
2025-07-01 9.41385431419436
2025-08-01 9.39460443705084
2025-09-01 9.41896330799309
2025-10-01 9.34856243460691
2025-11-01 9.33798815080563
2025-12-01 9.27446819057966

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