Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade: Machinery, Equipment, and Supplies Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Wholesale Trade: Machinery, Equipment, and Supplies Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310844142380001SA
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 2024-11-01
Last Updated 2024-12-21 6:03 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 22.737609436739604
1990-02-01 22.475522556388100
1990-03-01 22.026372257748104
1990-04-01 22.008380820688895
1990-05-01 21.772338701834002
1990-06-01 21.792600111214103
1990-07-01 22.035469149206300
1990-08-01 22.029093591786300
1990-09-01 21.975921459128700
1990-10-01 22.008556707866003
1990-11-01 22.039540948642003
1990-12-01 22.304620786860000
1991-01-01 22.444791213196100
1991-02-01 22.275273949025003
1991-03-01 22.217996365340200
1991-04-01 22.700059876742802
1991-05-01 22.269459887241997
1991-06-01 22.191905624524000
1991-07-01 22.138893012403102
1991-08-01 22.036237171353100
1991-09-01 21.968652175600700
1991-10-01 21.811810229332398
1991-11-01 21.537801848210300
1991-12-01 21.224934090213200
1992-01-01 21.039694259373500
1992-02-01 20.975721304095103
1992-03-01 20.884136225547400
1992-04-01 20.593174268744900
1992-05-01 20.572995113733600
1992-06-01 20.408371741381000
1992-07-01 19.759014294450000
1992-08-01 20.049882875430104
1992-09-01 19.758719508212000
1992-10-01 19.593842064947400
1992-11-01 19.530316075110400
1992-12-01 19.158113856911600
1993-01-01 18.826251001853700
1993-02-01 18.366268688490102
1993-03-01 18.450667183258100
1993-04-01 17.990190623229800
1993-05-01 17.785625666972000
1993-06-01 17.639005852512800
1993-07-01 17.177940568745800
1993-08-01 17.150677388919803
1993-09-01 17.141751287113300
1993-10-01 17.078699642898600
1993-11-01 17.124486587223200
1993-12-01 17.196395206452900
1994-01-01 17.101640150553400
1994-02-01 17.165060775344000
1994-03-01 17.127787156775000
1994-04-01 17.289799344700402
1994-05-01 17.190354371611400
1994-06-01 17.150819410960000
1994-07-01 17.289946924526000
1994-08-01 17.257566553483700
1994-09-01 17.235575352880400
1994-10-01 17.064103697207600
1994-11-01 17.021989674119600
1994-12-01 16.911768799468100
1995-01-01 17.498962455092300
1995-02-01 17.460990364724900
1995-03-01 17.515119972415600
1995-04-01 17.496752898894300
1995-05-01 17.506174555328900
1995-06-01 17.474484214077300
1995-07-01 17.184935084538600
1995-08-01 17.344507927764600
1995-09-01 17.320802114062600
1995-10-01 17.558156649119500
1995-11-01 17.418278215348700
1995-12-01 17.530694911400700
1996-01-01 17.376823693246500
1996-02-01 17.358646182496900
1996-03-01 17.295773187084000
1996-04-01 17.315284542365900
1996-05-01 17.332435504317400
1996-06-01 17.298103933788300
1996-07-01 17.177119987118700
1996-08-01 17.232249102151100
1996-09-01 17.318081627598900
1996-10-01 17.132257010714902
1996-11-01 17.209910839001200
1996-12-01 17.064461845087000
1997-01-01 17.458973561971100
1997-02-01 17.450291538721700
1997-03-01 17.467253216318902
1997-04-01 17.948053916584197
1997-05-01 17.866951021975400
1997-06-01 17.920767654081600
1997-07-01 18.059631879047000
1997-08-01 18.114910054033700
1997-09-01 18.107289252593397
1997-10-01 18.323344006605000
1997-11-01 18.299298682425600
1997-12-01 18.290621979033800
1998-01-01 18.144906941749700
1998-02-01 18.244352331426200
1998-03-01 18.242792253566197
1998-04-01 17.968786824792100
1998-05-01 17.899724585723900
1998-06-01 18.032989951794200
1998-07-01 18.247098429375500
1998-08-01 18.306543918130600
1998-09-01 18.303567115386100
1998-10-01 18.011591034981700
1998-11-01 18.190783172857900
1998-12-01 18.115342584415500
1999-01-01 18.138227179668103
1999-02-01 18.137420272961602
1999-03-01 18.226073436178500
1999-04-01 18.168646434507100
1999-05-01 18.232739495321200
1999-06-01 18.244087095920300
1999-07-01 18.033796281658198
1999-08-01 17.999809950899802
1999-09-01 17.989921537272700
1999-10-01 18.214784731453303
1999-11-01 18.190174168304300
1999-12-01 18.136873859779698
2000-01-01 18.334421305744800
2000-02-01 18.242299603869697
2000-03-01 18.227394119430700
2000-04-01 17.942738523573700
2000-05-01 17.940880930254500
2000-06-01 17.935738156407698
2000-07-01 18.137345378624800
2000-08-01 18.107356353059200
2000-09-01 18.090493740983500
2000-10-01 18.007729904379200
2000-11-01 17.995441876346298
2000-12-01 18.049081387477802
2001-01-01 17.926423841232200
2001-02-01 17.952716838372500
2001-03-01 17.743988627458002
2001-04-01 17.805715650402200
2001-05-01 17.738398952842300
2001-06-01 17.629828232109400
2001-07-01 17.446236276690600
2001-08-01 17.310404979379697
2001-09-01 17.186024218148400
2001-10-01 16.908175866918800
2001-11-01 16.807147235986600
2001-12-01 16.660327363056600
2002-01-01 16.505730229526600
2002-02-01 16.458609444094698
2002-03-01 16.477943427741500
2002-04-01 16.470912581578300
2002-05-01 16.317659198215498
2002-06-01 16.328163201584500
2002-07-01 16.266439469026500
2002-08-01 16.207791176736600
2002-09-01 16.193032968248000
2002-10-01 16.202837829045600
2002-11-01 16.109037145337000
2002-12-01 16.063600222709700
2003-01-01 15.993436762706500
2003-02-01 15.864812939064500
2003-03-01 15.799812356989200
2003-04-01 15.754805066224300
2003-05-01 15.710771983209200
2003-06-01 15.633433154012700
2003-07-01 15.380516916251900
2003-08-01 15.397671640405900
2003-09-01 15.396007587576001
2003-10-01 15.398563220186901
2003-11-01 15.407526276433801
2003-12-01 15.359778152193101
2004-01-01 15.174574098775900
2004-02-01 15.267249717445500
2004-03-01 15.214943214264400
2004-04-01 15.258422559936600
2004-05-01 15.211326883330100
2004-06-01 15.138915868799698
2004-07-01 15.199038987496200
2004-08-01 15.087182155837800
2004-09-01 15.001296573950100
2004-10-01 14.789647646002901
2004-11-01 14.794497862434199
2004-12-01 14.751580971915601
2005-01-01 14.857650100699802
2005-02-01 14.865437222632199
2005-03-01 14.819363595282303
2005-04-01 14.774306904331100
2005-05-01 14.827991883896999
2005-06-01 14.756820122948302
2005-07-01 14.707178321015801
2005-08-01 14.775669175044700
2005-09-01 14.700743967820700
2005-10-01 14.784350058504100
2005-11-01 14.782633758670098
2005-12-01 14.735843273829200
2006-01-01 14.744686738542700
2006-02-01 14.753123572638500
2006-03-01 14.820115159990301
2006-04-01 14.895452179836900
2006-05-01 14.946097115107902
2006-06-01 15.073795382682901
2006-07-01 15.118345363777301
2006-08-01 15.167833633415402
2006-09-01 15.300335598332900
2006-10-01 15.286563953928999
2006-11-01 15.362540571118000
2006-12-01 15.514544796853200
2007-01-01 15.537546431868698
2007-02-01 15.543784574673600
2007-03-01 15.616974871573000
2007-04-01 15.508132789653600
2007-05-01 15.667749426686301
2007-06-01 15.687671448925900
2007-07-01 16.026257478519000
2007-08-01 15.968185275521199
2007-09-01 16.001284845870100
2007-10-01 16.094036558462400
2007-11-01 16.053104745021500
2007-12-01 15.996643543962300
2008-01-01 15.923810925034001
2008-02-01 15.929510846906500
2008-03-01 15.909676123769900
2008-04-01 15.816957853503700
2008-05-01 15.775543879379500
2008-06-01 15.698385350939699
2008-07-01 15.733592691844200
2008-08-01 15.675537246667700
2008-09-01 15.606885133185802
2008-10-01 15.505655461853900
2008-11-01 15.348209836330499
2008-12-01 15.197573013560698
2009-01-01 15.008817022966499
2009-02-01 14.918287255601600
2009-03-01 14.705028919540000
2009-04-01 14.514254227361600
2009-05-01 14.364306363046200
2009-06-01 14.206470695361400
2009-07-01 13.928142233765400
2009-08-01 13.886542386847598
2009-09-01 13.809398649115900
2009-10-01 13.715964346523700
2009-11-01 13.760074122794302
2009-12-01 13.708869697614000
2010-01-01 13.698999444695803
2010-02-01 13.607268052489400
2010-03-01 13.499870360244698
2010-04-01 13.615219306702300
2010-05-01 13.650491336374000
2010-06-01 13.507219750823200
2010-07-01 13.423997531333400
2010-08-01 13.393292471742100
2010-09-01 13.311905963867100
2010-10-01 13.323812260852199
2010-11-01 13.268162915704599
2010-12-01 13.215393165407400
2011-01-01 13.396130737660101
2011-02-01 13.406968613704200
2011-03-01 13.397164738462902
2011-04-01 13.312495912824000
2011-05-01 13.339975830143300
2011-06-01 13.306274126151399
2011-07-01 13.313717650045099
2011-08-01 13.397654536894200
2011-09-01 13.411756337120800
2011-10-01 13.428904128271300
2011-11-01 13.478736537886698
2011-12-01 13.416635236856900
2012-01-01 13.501607991586000
2012-02-01 13.504911622194200
2012-03-01 13.590387724286499
2012-04-01 13.817319546861201
2012-05-01 13.936306339781000
2012-06-01 13.905571707117100
2012-07-01 14.004362285264301
2012-08-01 13.996702749661100
2012-09-01 14.106981591458900
2012-10-01 14.132106884380500
2012-11-01 14.186004286182001
2012-12-01 14.317638968137802
2013-01-01 14.310800691313400
2013-02-01 14.406237829424901
2013-03-01 14.484473742268698
2013-04-01 14.519798716551799
2013-05-01 14.635838448368000
2013-06-01 14.807646939189999
2013-07-01 14.891670053831000
2013-08-01 14.992767530775001
2013-09-01 15.099721287321000
2013-10-01 15.232337805171198
2013-11-01 15.295306946373902
2013-12-01 15.419937641735000
2014-01-01 15.324425292391900
2014-02-01 15.502054239101000
2014-03-01 15.578849121501300
2014-04-01 15.628991574976000
2014-05-01 15.636110770165901
2014-06-01 15.602607367724800
2014-07-01 15.684896222157600
2014-08-01 15.687758470283802
2014-09-01 15.693080323081901
2014-10-01 15.730456009130599
2014-11-01 15.805039926812400
2014-12-01 15.726725047186502
2015-01-01 15.730114498768302
2015-02-01 15.802214156615000
2015-03-01 15.780781255439901
2015-04-01 15.628943594591900
2015-05-01 15.732404059535500
2015-06-01 15.692933852082300
2015-07-01 15.687157906185100
2015-08-01 15.684801256814302
2015-09-01 15.697749748072100
2015-10-01 15.619800201562700
2015-11-01 15.608589759292900
2015-12-01 15.538058702028598
2016-01-01 15.733158003654301
2016-02-01 15.695852805537200
2016-03-01 15.688315181336100
2016-04-01 15.627062547720302
2016-05-01 15.525668880178198
2016-06-01 15.382024607801500
2016-07-01 15.499797265067198
2016-08-01 15.385555125271402
2016-09-01 15.309204982509101
2016-10-01 15.207523958290501
2016-11-01 15.100927318967900
2016-12-01 15.050484622738400
2017-01-01 15.027839248462401
2017-02-01 14.990122503695199
2017-03-01 15.001130202749900
2017-04-01 15.015679775229302
2017-05-01 15.122312528649099
2017-06-01 15.175174854715800
2017-07-01 15.215710738472302
2017-08-01 15.293114916608400
2017-09-01 15.229842413280899
2017-10-01 15.187494086789100
2017-11-01 15.181093807041700
2017-12-01 15.258408749219000
2018-01-01 15.222728758904300
2018-02-01 15.178643602360100
2018-03-01 15.221115726065700
2018-04-01 15.206602882713401
2018-05-01 15.422306499017500
2018-06-01 15.373450236635499
2018-07-01 15.330368428286200
2018-08-01 15.401594337535000
2018-09-01 15.455946246257800
2018-10-01 15.566781181630800
2018-11-01 15.552940319442598
2018-12-01 15.557447898016000
2019-01-01 15.518398342059600
2019-02-01 15.570445415959599
2019-03-01 15.539614108874199
2019-04-01 15.598484757675500
2019-05-01 15.524873525018402
2019-06-01 15.482481636776400
2019-07-01 15.437905935494400
2019-08-01 15.408081528677599
2019-09-01 15.377250975778802
2019-10-01 15.349600355413301
2019-11-01 15.424217450052700
2019-12-01 15.355162438920699
2020-01-01 15.517514621587601
2020-02-01 15.467164726419599
2020-03-01 15.455899248446100
2020-04-01 14.297614519387801
2020-05-01 14.223567225375800
2020-06-01 14.192572394134300
2020-07-01 14.132245754692200
2020-08-01 14.110338254130600
2020-09-01 14.078301805007602
2020-10-01 14.148478650079598
2020-11-01 14.116056445803500
2020-12-01 14.050352472272500
2021-01-01 14.113976586026700
2021-02-01 14.076738191756698
2021-03-01 13.961904171018000
2021-04-01 14.002136321518600
2021-05-01 14.025612742985802
2021-06-01 13.796279472592499
2021-07-01 14.121439469015300
2021-08-01 14.208477124720302
2021-09-01 14.169768597472201
2021-10-01 14.350261070046000
2021-11-01 14.415554387577900
2021-12-01 14.440676792510400
2022-01-01 14.411691437603800
2022-02-01 14.490671505707400
2022-03-01 14.576933077666800
2022-04-01 14.613858581709499
2022-05-01 14.623748783084600
2022-06-01 14.592170158428301
2022-07-01 14.705434978431999
2022-08-01 14.701576147350400
2022-09-01 14.754899547122900
2022-10-01 14.559948468411800
2022-11-01 14.627558208948100
2022-12-01 14.628115165183301
2023-01-01 14.613315688969701
2023-02-01 14.610109730610600
2023-03-01 14.684640851599600
2023-04-01 14.625093023316200
2023-05-01 14.820196212200198
2023-06-01 14.684806901707000
2023-07-01 14.589110452047601
2023-08-01 14.493555292775900
2023-09-01 14.531676347368400
2023-10-01 14.573240068374000
2023-11-01 14.545540301295901
2023-12-01 14.620806563898801
2024-01-01 14.616652401654500
2024-02-01 14.425650592941501
2024-03-01 14.486024229639302
2024-04-01 14.532854115722001
2024-05-01 14.514743164035098
2024-06-01 14.575746492850199
2024-07-01 14.578275605907303
2024-08-01 14.588707655399500
2024-09-01 14.617099874231600
2024-10-01 14.484216889293300
2024-11-01 14.459919518253200

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