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 2025-12-01
Last Updated 2026-01-28 3:36 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 22.7376262456613
1990-02-01 22.4755289596405
1990-03-01 22.0264060256328
1990-04-01 22.0083953637837
1990-05-01 21.7723496318386
1990-06-01 21.7926099450921
1990-07-01 22.0354069977818
1990-08-01 22.0290972759991
1990-09-01 21.9759176908704
1990-10-01 22.0085472930699
1990-11-01 22.0395175631098
1990-12-01 22.3046200277852
1991-01-01 22.4448070574336
1991-02-01 22.2752842431306
1991-03-01 22.2180353072989
1991-04-01 22.7000746629231
1991-05-01 22.2694726161997
1991-06-01 22.1919175291995
1991-07-01 22.1388298948154
1991-08-01 22.0362396906121
1991-09-01 21.9686464131095
1991-10-01 21.8117970885426
1991-11-01 21.5377715924075
1991-12-01 21.2249156839003
1992-01-01 21.0397221566427
1992-02-01 20.9757434797843
1992-03-01 20.8841792765647
1992-04-01 20.5931890324397
1992-05-01 20.5730090502616
1992-06-01 20.4083835667188
1992-07-01 19.7589578652120
1992-08-01 20.0498823478159
1992-09-01 19.7587099622628
1992-10-01 19.5938284396759
1992-11-01 19.5302783853352
1992-12-01 19.1580793736615
1993-01-01 18.8262885012773
1993-02-01 18.3663001085235
1993-03-01 18.4507096887429
1993-04-01 17.9902062766911
1993-05-01 17.7856397678223
1993-06-01 17.6390159661818
1993-07-01 17.1778961535601
1993-08-01 17.1506735215554
1993-09-01 17.1417393652261
1993-10-01 17.0786884070899
1993-11-01 17.1244480606885
1993-12-01 17.1963363509088
1994-01-01 17.1016884908611
1994-02-01 17.1651008027503
1994-03-01 17.1278308771956
1994-04-01 17.2898171476013
1994-05-01 17.1903691019748
1994-06-01 17.1508283616477
1994-07-01 17.2899064368390
1994-08-01 17.2575604191374
1994-09-01 17.2355609183190
1994-10-01 17.0640946713344
1994-11-01 17.0219527628359
1994-12-01 16.9116956032566
1995-01-01 17.4990144368555
1995-02-01 17.4610329065598
1995-03-01 17.5151625837736
1995-04-01 17.4967739629378
1995-05-01 17.5061903907190
1995-06-01 17.4744904061244
1995-07-01 17.1849061496213
1995-08-01 17.3444998935754
1995-09-01 17.3207882152209
1995-10-01 17.5581503790452
1995-11-01 17.4182472678288
1995-12-01 17.5306053696268
1996-01-01 17.3768759683446
1996-02-01 17.3586854882916
1996-03-01 17.2958085952639
1996-04-01 17.3153067754855
1996-05-01 17.3324503283020
1996-06-01 17.2981059460449
1996-07-01 17.1771018291637
1996-08-01 17.2322405767856
1996-09-01 17.3180694851571
1996-10-01 17.1322546611385
1996-11-01 17.2098901049589
1996-12-01 17.0643868356177
1997-01-01 17.4590103877081
1997-02-01 17.4503200455600
1997-03-01 17.4672780300085
1997-04-01 17.9480770893264
1997-05-01 17.8669644249554
1997-06-01 17.9207666338776
1997-07-01 18.0596233492857
1997-08-01 18.1149021912606
1997-09-01 18.1072803870977
1997-10-01 18.3233439606843
1997-11-01 18.2992884864815
1997-12-01 18.2905579200369
1998-01-01 18.1449296432086
1998-02-01 18.2443702601912
1998-03-01 18.2428094019662
1998-04-01 17.9688065648734
1998-05-01 17.8997352249913
1998-06-01 18.0329885905021
1998-07-01 18.2470925090630
1998-08-01 18.3065391371249
1998-09-01 18.3035620666807
1998-10-01 18.0115908627963
1998-11-01 18.1907802712435
1998-12-01 18.1153086344273
1999-01-01 18.1382322474121
1999-02-01 18.1374265902883
1999-03-01 18.2260825255431
1999-04-01 18.1686619551997
1999-05-01 18.2327477274893
1999-06-01 18.2440859036896
1999-07-01 18.0337934952599
1999-08-01 17.9998073752267
1999-09-01 17.9899195146482
1999-10-01 18.2147830234122
1999-11-01 18.1901733632623
1999-12-01 18.1368565009268
2000-01-01 18.3344229987555
2000-02-01 18.2423012865787
2000-03-01 18.2273981844503
2000-04-01 17.9427483914146
2000-05-01 17.9408860388369
2000-06-01 17.9357373631443
2000-07-01 18.1373434507518
2000-08-01 18.1073547806505
2000-09-01 18.0904924137106
2000-10-01 18.0077281499463
2000-11-01 17.9954397787074
2000-12-01 18.0490790223833
2001-01-01 17.9264228965438
2001-02-01 17.9527162468490
2001-03-01 17.7439898351893
2001-04-01 17.8057215150967
2001-05-01 17.7384012172963
2001-06-01 17.6298277518284
2001-07-01 17.4462353204809
2001-08-01 17.3104039635110
2001-09-01 17.1860232057952
2001-10-01 16.9081749087929
2001-11-01 16.8071465253952
2001-12-01 16.6603267393222
2002-01-01 16.5057302491295
2002-02-01 16.4586093189530
2002-03-01 16.4779443863770
2002-04-01 16.4709149080722
2002-05-01 16.3176594275440
2002-06-01 16.3281630731681
2002-07-01 16.2664389155536
2002-08-01 16.2077905620173
2002-09-01 16.1930324181884
2002-10-01 16.2028375132598
2002-11-01 16.1090370054908
2002-12-01 16.0636002117260
2003-01-01 15.9934369850774
2003-02-01 15.8648129196750
2003-03-01 15.7998127646267
2003-04-01 15.7548059424228
2003-05-01 15.7107718801667
2003-06-01 15.6334329571701
2003-07-01 15.3805165663201
2003-08-01 15.3976714402624
2003-09-01 15.3960074252094
2003-10-01 15.3985631639461
2003-11-01 15.4075262891866
2003-12-01 15.3597782438004
2004-01-01 15.1745741426145
2004-02-01 15.2672497886548
2004-03-01 15.2149435050695
2004-04-01 15.2584226604724
2004-05-01 15.2113267498377
2004-06-01 15.1389157877562
2004-07-01 15.1990387984350
2004-08-01 15.0871820949336
2004-09-01 15.0012965492523
2004-10-01 14.7896477454245
2004-11-01 14.7944978511929
2004-12-01 14.7515810194121
2005-01-01 14.8576501168698
2005-02-01 14.8654372737731
2005-03-01 14.8193636563143
2005-04-01 14.7743069962238
2005-05-01 14.8279916566376
2005-06-01 14.7568201225055
2005-07-01 14.7071782792254
2005-08-01 14.7756692313589
2005-09-01 14.7007439962381
2005-10-01 14.7843502072368
2005-11-01 14.7826336053988
2005-12-01 14.7358431535406
2006-01-01 14.7446866399807
2006-02-01 14.7531235907312
2006-03-01 14.8201152629984
2006-04-01 14.8954523507249
2006-05-01 14.9460968312488
2006-06-01 15.0737955009096
2006-07-01 15.1183458981327
2006-08-01 15.1678339764227
2006-09-01 15.3003357335869
2006-10-01 15.2865639060882
2006-11-01 15.3625397447715
2006-12-01 15.5145436107875
2007-01-01 15.5375453669410
2007-02-01 15.5437842109344
2007-03-01 15.6169766940931
2007-04-01 15.5081340146257
2007-05-01 15.6677497123628
2007-06-01 15.6876719680911
2007-07-01 16.0262585920689
2007-08-01 15.9681856186951
2007-09-01 16.0012848825063
2007-10-01 16.0940360455569
2007-11-01 16.0531030806629
2007-12-01 15.9966379639055
2008-01-01 15.9238085108357
2008-02-01 15.9295105009302
2008-03-01 15.9096810991252
2008-04-01 15.8169620118714
2008-05-01 15.7755462522613
2008-06-01 15.6983866299839
2008-07-01 15.7335937750358
2008-08-01 15.6755371178371
2008-09-01 15.6068855307838
2008-10-01 15.5056541793539
2008-11-01 15.3482059062143
2008-12-01 15.1975627608669
2009-01-01 15.0088120788256
2009-02-01 14.9182830322084
2009-03-01 14.7050297163559
2009-04-01 14.5142830497467
2009-05-01 14.3643060800379
2009-06-01 14.2064692825218
2009-07-01 13.9281424449949
2009-08-01 13.8865421804561
2009-09-01 13.8093988165055
2009-10-01 13.7159623332032
2009-11-01 13.7600683329875
2009-12-01 13.7088543372010
2010-01-01 13.6989906072959
2010-02-01 13.6072600812974
2010-03-01 13.4998676539359
2010-04-01 13.6152717480517
2010-05-01 13.6504905626221
2010-06-01 13.5072162458843
2010-07-01 13.4239972555574
2010-08-01 13.3932938363611
2010-09-01 13.3119077147984
2010-10-01 13.3238112197577
2010-11-01 13.2681572535555
2010-12-01 13.2153764405701
2011-01-01 13.3960966617588
2011-02-01 13.4069553856692
2011-03-01 13.3971550327385
2011-04-01 13.3125700341937
2011-05-01 13.3399784225124
2011-06-01 13.3062787557767
2011-07-01 13.3137276299870
2011-08-01 13.3976652020824
2011-09-01 13.4117626290169
2011-10-01 13.4289014000155
2011-11-01 13.4787249919815
2011-12-01 13.4166100742381
2012-01-01 13.5015392581962
2012-02-01 13.5048807257096
2012-03-01 13.5903540078271
2012-04-01 13.8174272197491
2012-05-01 13.9363122414625
2012-06-01 13.9056024916329
2012-07-01 14.0044082115205
2012-08-01 13.9967391887729
2012-09-01 14.1069961004143
2012-10-01 14.1321023460218
2012-11-01 14.1859935407503
2012-12-01 14.3175538024985
2013-01-01 14.3106894226908
2013-02-01 14.4061722121932
2013-03-01 14.4844038873636
2013-04-01 14.5199244999152
2013-05-01 14.6357985493774
2013-06-01 14.8077400986955
2013-07-01 14.8919790582913
2013-08-01 14.9927556457876
2013-09-01 15.0997049263557
2013-10-01 15.2323185732427
2013-11-01 15.2952833280552
2013-12-01 15.4197557637125
2014-01-01 15.3242723323574
2014-02-01 15.5019357796365
2014-03-01 15.5787223326732
2014-04-01 15.6291017715707
2014-05-01 15.6360254358157
2014-06-01 15.6027943792555
2014-07-01 15.6855366473224
2014-08-01 15.6877670840136
2014-09-01 15.6930884868349
2014-10-01 15.7304624566920
2014-11-01 15.8049917586905
2014-12-01 15.7263550768650
2015-01-01 15.7297855704302
2015-02-01 15.8019405182807
2015-03-01 15.7805603668372
2015-04-01 15.6289742939371
2015-05-01 15.7323586800554
2015-06-01 15.6934643613224
2015-07-01 15.6881238174131
2015-08-01 15.6848857748810
2015-09-01 15.6978959920029
2015-10-01 15.6199069165862
2015-11-01 15.6084618339653
2015-12-01 15.5373822782749
2016-01-01 15.7324156288151
2016-02-01 15.6951962190702
2016-03-01 15.6879106238173
2016-04-01 15.6271091055831
2016-05-01 15.5258746506801
2016-06-01 15.3829720989933
2016-07-01 15.5010094658315
2016-08-01 15.3859856571211
2016-09-01 15.3096069178782
2016-10-01 15.2078280235062
2016-11-01 15.1009834388245
2016-12-01 15.0500237280812
2017-01-01 15.0246910867783
2017-02-01 14.9893920728190
2017-03-01 15.0002840994522
2017-04-01 15.0163192803562
2017-05-01 15.1230132052039
2017-06-01 15.1767325386764
2017-07-01 15.2172671460056
2017-08-01 15.2939048129967
2017-09-01 15.2305178631520
2017-10-01 15.1879765187002
2017-11-01 15.1812482153468
2017-12-01 15.2580381792141
2018-01-01 15.2169327712293
2018-02-01 15.1777972203735
2018-03-01 15.2195668328645
2018-04-01 15.2078722526866
2018-05-01 15.4234824488026
2018-06-01 15.3762124878093
2018-07-01 15.3318407548597
2018-08-01 15.4025898081748
2018-09-01 15.4578078694262
2018-10-01 15.5674089656246
2018-11-01 15.5533164860731
2018-12-01 15.5572917040475
2019-01-01 15.5096613010647
2019-02-01 15.5689275761365
2019-03-01 15.5365882202366
2019-04-01 15.5998531198151
2019-05-01 15.5265120908818
2019-06-01 15.4869391954203
2019-07-01 15.4399776237916
2019-08-01 15.4099216922501
2019-09-01 15.3821950953403
2019-10-01 15.3495310968366
2019-11-01 15.4246095237066
2019-12-01 15.3543232685883
2020-01-01 15.5066242274629
2020-02-01 15.4627631617936
2020-03-01 15.4505021892767
2020-04-01 14.2982925137610
2020-05-01 14.2231333611344
2020-06-01 14.2010734105345
2020-07-01 14.1391955977219
2020-08-01 14.1131459311974
2020-09-01 14.0840880050324
2020-10-01 14.1521621760052
2020-11-01 14.1137062407303
2020-12-01 14.0469065331957
2021-01-01 14.1035623659260
2021-02-01 14.0663812282511
2021-03-01 13.9484446178583
2021-04-01 14.0021292236360
2021-05-01 14.0272391084176
2021-06-01 13.8111658124216
2021-07-01 14.1351975141410
2021-08-01 14.2190523767255
2021-09-01 14.1816732002641
2021-10-01 14.3519958968158
2021-11-01 14.4058978522961
2021-12-01 14.4306743749806
2022-01-01 14.4027145990114
2022-02-01 14.4694918702507
2022-03-01 14.5524744179608
2022-04-01 14.6099567834922
2022-05-01 14.6302823707794
2022-06-01 14.6211954211599
2022-07-01 14.7318042918950
2022-08-01 14.7247856781348
2022-09-01 14.7731470515417
2022-10-01 14.5549759889641
2022-11-01 14.6036005126259
2022-12-01 14.6128684140630
2023-01-01 14.6050846352189
2023-02-01 14.5765467778582
2023-03-01 14.6478478646650
2023-04-01 14.6180114042885
2023-05-01 14.7358998532432
2023-06-01 14.7293475127466
2023-07-01 14.6280767031966
2023-08-01 14.6314222091257
2023-09-01 14.6579756166752
2023-10-01 14.5543553669156
2023-11-01 14.6051551860065
2023-12-01 14.6989565360095
2024-01-01 14.8075230485273
2024-02-01 14.6820088280417
2024-03-01 14.6433599955573
2024-04-01 14.5234336740253
2024-05-01 14.5371135330006
2024-06-01 14.6351898952588
2024-07-01 14.6322661180915
2024-08-01 14.5376325422854
2024-09-01 14.5446318877998
2024-10-01 14.5554672802085
2024-11-01 14.5044054294343
2024-12-01 14.5919088183464
2025-01-01 14.4065753930542
2025-02-01 14.3834386582501
2025-03-01 14.3369868703845
2025-04-01 14.3258716821819
2025-05-01 14.2425866257715
2025-06-01 14.1379393094778
2025-07-01 14.1349353096658
2025-08-01 14.1436493717230
2025-09-01 14.1376906032387
2025-10-01 14.1525703880309
2025-11-01 14.1045590495614
2025-12-01 13.9935595618132

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