Table Data - All Employees: Wholesale Trade: Apparel, Piece Goods, and Notions Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Wholesale Trade: Apparel, Piece Goods, and Notions Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310844142430001SA
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 2026-07-01
Last Updated 2026-08-21 7:25 PM 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. 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 14.7823349788473
1990-02-01 14.8048531288992
1990-03-01 14.5772640957120
1990-04-01 14.1245354569756
1990-05-01 14.3794338243452
1990-06-01 14.0571343361007
1990-07-01 14.4487239947462
1990-08-01 14.4280766880953
1990-09-01 14.4405695630554
1990-10-01 14.7905301238830
1990-11-01 14.8884566231141
1990-12-01 14.9859546108356
1991-01-01 13.4750739363445
1991-02-01 13.5948969059674
1991-03-01 13.6812032823144
1991-04-01 14.3248478350867
1991-05-01 14.2845981185329
1991-06-01 14.4716894282635
1991-07-01 14.4416465831657
1991-08-01 14.6095001869387
1991-09-01 14.8361660940359
1991-10-01 15.0070727199937
1991-11-01 15.1008695012314
1991-12-01 14.7928383021227
1992-01-01 14.3516544628901
1992-02-01 14.4840055872592
1992-03-01 14.4883399905327
1992-04-01 14.4196533041334
1992-05-01 14.3984661781822
1992-06-01 14.4927814751482
1992-07-01 14.4406145644053
1992-08-01 14.3699949299791
1992-09-01 14.4112839304218
1992-10-01 14.3460410703600
1992-11-01 14.4254287493394
1992-12-01 14.5000657967677
1993-01-01 14.5253026319814
1993-02-01 14.6605067247655
1993-03-01 14.6941225754227
1993-04-01 14.7262897073386
1993-05-01 14.6178118219221
1993-06-01 14.5188081510851
1993-07-01 14.4268608064996
1993-08-01 14.4219265587195
1993-09-01 14.3772129074650
1993-10-01 14.2969690278983
1993-11-01 14.4587694261785
1993-12-01 14.5191855644418
1994-01-01 14.6004368193275
1994-02-01 14.7281133888184
1994-03-01 14.7892028956271
1994-04-01 14.9334482201333
1994-05-01 15.1263772703793
1994-06-01 15.1416598025594
1994-07-01 15.6192259330649
1994-08-01 15.7795762303214
1994-09-01 15.8442253297060
1994-10-01 16.1501148787035
1994-11-01 16.1950970002759
1994-12-01 16.3516226917618
1995-01-01 16.5826710735199
1995-02-01 16.5890118779567
1995-03-01 16.6652572495699
1995-04-01 16.9543956065129
1995-05-01 16.7176525926959
1995-06-01 16.8446264938536
1995-07-01 16.0040092344627
1995-08-01 16.2636927871845
1995-09-01 16.3331231626229
1995-10-01 16.1859298589806
1995-11-01 16.2369546161434
1995-12-01 16.3025128357273
1996-01-01 15.9580289064062
1996-02-01 16.2655501692273
1996-03-01 16.7322708488707
1996-04-01 16.1533442546474
1996-05-01 16.2911671511649
1996-06-01 16.2174705294566
1996-07-01 16.8090286640730
1996-08-01 16.7787774807687
1996-09-01 16.9384440037513
1996-10-01 16.8101477817992
1996-11-01 16.8729353881856
1996-12-01 16.8488228193841
1997-01-01 17.7458210057033
1997-02-01 17.7573222127490
1997-03-01 17.9969974568479
1997-04-01 17.5415826563699
1997-05-01 17.5541844026132
1997-06-01 17.3598093682014
1997-07-01 17.4070483769476
1997-08-01 17.4260261196187
1997-09-01 17.4499987903293
1997-10-01 17.6358451710736
1997-11-01 17.7126526630595
1997-12-01 17.7926454279178
1998-01-01 18.0312403233989
1998-02-01 18.1603827647318
1998-03-01 18.3779046847781
1998-04-01 18.1002505651390
1998-05-01 18.2113599338004
1998-06-01 18.1958592317777
1998-07-01 18.0079962435788
1998-08-01 17.8739204315004
1998-09-01 17.6694622546941
1998-10-01 17.5640638253044
1998-11-01 17.4515906043228
1998-12-01 17.4231612643309
1999-01-01 17.6251023352258
1999-02-01 17.5695545665115
1999-03-01 17.6719403405852
1999-04-01 17.8468408094818
1999-05-01 17.8732968608453
1999-06-01 18.0377314037464
1999-07-01 18.1063257792605
1999-08-01 18.2106324849928
1999-09-01 18.4873297127201
1999-10-01 19.0906551875732
1999-11-01 19.1924304351324
1999-12-01 19.1380687511032
2000-01-01 19.0128778014721
2000-02-01 18.9826108744555
2000-03-01 19.1806274335883
2000-04-01 19.6875778276658
2000-05-01 19.6589174600800
2000-06-01 19.2009865956698
2000-07-01 19.5141516751332
2000-08-01 19.4172392133312
2000-09-01 19.6960608867651
2000-10-01 19.7165399618884
2000-11-01 19.8194482481103
2000-12-01 19.9198256547005
2001-01-01 20.1158997768586
2001-02-01 20.1017901291347
2001-03-01 19.9881240203041
2001-04-01 20.0442768490047
2001-05-01 20.0615356137014
2001-06-01 20.0979015567593
2001-07-01 20.0181640163473
2001-08-01 19.9172272117077
2001-09-01 19.6924684864341
2001-10-01 19.4304207417710
2001-11-01 19.2183073883852
2001-12-01 19.1858243458320
2002-01-01 19.2145519556841
2002-02-01 19.3225898026481
2002-03-01 19.4067725732834
2002-04-01 19.6232869980992
2002-05-01 19.5764007432603
2002-06-01 19.5242777214537
2002-07-01 19.4295850964789
2002-08-01 19.4995515761445
2002-09-01 19.4887959925911
2002-10-01 19.5241269440806
2002-11-01 19.4859288059773
2002-12-01 19.4449504330529
2003-01-01 19.3147017840982
2003-02-01 19.2471366131668
2003-03-01 19.1334785756329
2003-04-01 18.7227869279170
2003-05-01 18.5935091197926
2003-06-01 18.6672812444768
2003-07-01 18.5488744354260
2003-08-01 18.4837238349387
2003-09-01 18.2764913213907
2003-10-01 18.0014726894375
2003-11-01 17.9248638572726
2003-12-01 18.1128147364634
2004-01-01 18.1007161403448
2004-02-01 18.0668091208845
2004-03-01 18.2689205326830
2004-04-01 18.2516545352444
2004-05-01 18.2211299371428
2004-06-01 18.1166643628766
2004-07-01 18.2683433620151
2004-08-01 18.1634772665594
2004-09-01 18.2506451754875
2004-10-01 18.4682742364405
2004-11-01 18.5579979013637
2004-12-01 18.4809271295409
2005-01-01 18.3935045839062
2005-02-01 18.3803263367061
2005-03-01 18.4135280728195
2005-04-01 18.6913038379537
2005-05-01 18.9443347497561
2005-06-01 18.7687154643964
2005-07-01 18.7792527080303
2005-08-01 18.9504870255389
2005-09-01 19.0133033042765
2005-10-01 19.4270860658214
2005-11-01 19.4038569848926
2005-12-01 19.3633639313117
2006-01-01 19.0800216401958
2006-02-01 19.3821323068456
2006-03-01 19.3664027886850
2006-04-01 19.5380922453816
2006-05-01 19.6636934180318
2006-06-01 19.8025995797162
2006-07-01 19.7844616270962
2006-08-01 19.8278857246552
2006-09-01 19.8826223570014
2006-10-01 19.6873074722612
2006-11-01 19.7845379835957
2006-12-01 19.6570278696103
2007-01-01 19.9714951650393
2007-02-01 19.9784964651568
2007-03-01 20.1132188343927
2007-04-01 19.9698000934858
2007-05-01 20.0664704253402
2007-06-01 20.1154127372399
2007-07-01 20.3865351167201
2007-08-01 20.5047187781198
2007-09-01 20.7662675163542
2007-10-01 20.8585364215709
2007-11-01 20.9964430249749
2007-12-01 21.1664482282440
2008-01-01 21.1686187542886
2008-02-01 21.4677842468478
2008-03-01 21.3329405499064
2008-04-01 21.5900588187229
2008-05-01 21.6566559747683
2008-06-01 21.7081376447991
2008-07-01 21.7785924471887
2008-08-01 21.8904964472023
2008-09-01 21.8746177296106
2008-10-01 22.1447972587158
2008-11-01 21.6297191099354
2008-12-01 21.5771371499587
2009-01-01 21.4824099543061
2009-02-01 21.1548677279508
2009-03-01 20.9357631671860
2009-04-01 20.7827469756531
2009-05-01 20.6228323893022
2009-06-01 20.5947678857463
2009-07-01 20.4647516268802
2009-08-01 20.3897319967546
2009-09-01 20.3073766807464
2009-10-01 20.4436866082411
2009-11-01 20.4662547435078
2009-12-01 20.5989364179277
2010-01-01 20.8006146548439
2010-02-01 20.7370385568364
2010-03-01 20.9243618978018
2010-04-01 21.0538728879618
2010-05-01 21.1783318309939
2010-06-01 21.2735735896452
2010-07-01 21.3515892667242
2010-08-01 21.5084572624961
2010-09-01 21.5589331618945
2010-10-01 21.7568342636210
2010-11-01 21.5899607113037
2010-12-01 21.6238696039166
2011-01-01 21.6187680776547
2011-02-01 21.7113421062013
2011-03-01 21.7025441862143
2011-04-01 21.7188627406945
2011-05-01 21.7312631852258
2011-06-01 21.7617974210660
2011-07-01 21.7469387121375
2011-08-01 21.7302116291965
2011-09-01 21.8008229679113
2011-10-01 21.8849535401695
2011-11-01 22.0021146294204
2011-12-01 22.0494437060866
2012-01-01 22.0340505543265
2012-02-01 21.9826216014858
2012-03-01 22.2656191625955
2012-04-01 22.5837008006802
2012-05-01 22.6980850783264
2012-06-01 22.7623938730882
2012-07-01 22.9496101917725
2012-08-01 23.0655575532155
2012-09-01 23.1339650203444
2012-10-01 23.1071240656669
2012-11-01 23.3942018749169
2012-12-01 23.5630717235652
2013-01-01 23.8430405175053
2013-02-01 24.0555161510358
2013-03-01 24.3383161240869
2013-04-01 24.3544936873594
2013-05-01 24.4833230835845
2013-06-01 24.6827158217795
2013-07-01 24.7596102607089
2013-08-01 24.7897361570122
2013-09-01 24.9491804735357
2013-10-01 25.0172142020847
2013-11-01 25.2764712048416
2013-12-01 25.4628365409193
2014-01-01 25.8406963201305
2014-02-01 25.8463255676476
2014-03-01 25.9193917920052
2014-04-01 25.9376594016532
2014-05-01 26.0898296360881
2014-06-01 26.2070792668297
2014-07-01 26.2684169889428
2014-08-01 26.7167729636500
2014-09-01 26.8545154308414
2014-10-01 26.9121226185326
2014-11-01 27.0450896544371
2014-12-01 27.1434049923184
2015-01-01 27.1258151289176
2015-02-01 27.2552256040485
2015-03-01 27.4181561068607
2015-04-01 27.5352139025530
2015-05-01 27.5133209208665
2015-06-01 27.4429355469432
2015-07-01 27.2772373274179
2015-08-01 27.2237394633376
2015-09-01 27.1481487176688
2015-10-01 27.3965343105289
2015-11-01 27.3045550252295
2015-12-01 27.2071859525172
2016-01-01 27.3175687153796
2016-02-01 27.2804677581332
2016-03-01 27.1197206997363
2016-04-01 27.3471364548930
2016-05-01 27.1475931677754
2016-06-01 27.1815072674874
2016-07-01 27.1778506637267
2016-08-01 27.1261884348398
2016-09-01 27.0446531372234
2016-10-01 26.8781000866244
2016-11-01 26.7486488532394
2016-12-01 26.6562309105180
2017-01-01 26.6125178785792
2017-02-01 26.5072412365721
2017-03-01 26.5335065108827
2017-04-01 26.4700250909864
2017-05-01 26.5891800146360
2017-06-01 26.8270386298248
2017-07-01 26.6733432363500
2017-08-01 26.6137764405332
2017-09-01 26.7419795804924
2017-10-01 26.7585975983427
2017-11-01 26.7834770144198
2017-12-01 26.9060655091921
2018-01-01 26.9148389682289
2018-02-01 26.9356027907657
2018-03-01 26.9471861845094
2018-04-01 27.1950418651885
2018-05-01 27.0257932396806
2018-06-01 27.0774651222895
2018-07-01 26.9585424575845
2018-08-01 27.0055852134751
2018-09-01 26.9467607471149
2018-10-01 26.9382346908961
2018-11-01 26.8213755815946
2018-12-01 26.7561238029492
2019-01-01 26.7267517557725
2019-02-01 26.6478523457898
2019-03-01 26.6703597591739
2019-04-01 26.4109811580188
2019-05-01 26.3496523408056
2019-06-01 26.3255611282403
2019-07-01 26.3542110328903
2019-08-01 26.2946758223388
2019-09-01 26.1492444517965
2019-10-01 26.0173497124464
2019-11-01 26.1730711743336
2019-12-01 26.2271170261068
2020-01-01 26.1361315899225
2020-02-01 26.1568598289883
2020-03-01 25.3830029467319
2020-04-01 14.6247411392234
2020-05-01 18.4540099005200
2020-06-01 20.3609874440191
2020-07-01 20.2534852024479
2020-08-01 21.1907456724152
2020-09-01 21.8556221351334
2020-10-01 22.2023613294918
2020-11-01 22.1481389545656
2020-12-01 22.1176181089359
2021-01-01 22.2354923951354
2021-02-01 22.3421449808157
2021-03-01 22.4893894436305
2021-04-01 22.8407064718851
2021-05-01 22.9564899141201
2021-06-01 23.0806941956700
2021-07-01 23.4568441457822
2021-08-01 23.5891978952070
2021-09-01 23.5628796801272
2021-10-01 24.0904562736455
2021-11-01 24.1401633573181
2021-12-01 24.3256541139380
2022-01-01 24.2219892625052
2022-02-01 24.4213393586712
2022-03-01 24.3795527786633
2022-04-01 24.5656048645388
2022-05-01 24.5623057965420
2022-06-01 24.3925433129417
2022-07-01 24.2566607051519
2022-08-01 24.1842964410464
2022-09-01 24.1700579550919
2022-10-01 23.9841941263909
2022-11-01 23.8558186951733
2022-12-01 23.7314825311236
2023-01-01 23.8044685915756
2023-02-01 23.5817346627407
2023-03-01 23.8664491603983
2023-04-01 23.5939839343781
2023-05-01 23.6816254743154
2023-06-01 23.6953990328529
2023-07-01 23.3632491265184
2023-08-01 23.2763365235798
2023-09-01 23.1713710946844
2023-10-01 22.9793154356707
2023-11-01 22.7768040618102
2023-12-01 22.7396001123676
2024-01-01 23.1727635249663
2024-02-01 22.7521320491272
2024-03-01 22.5457792953154
2024-04-01 22.2266309411677
2024-05-01 22.0099694254106
2024-06-01 21.8958509586456
2024-07-01 21.8733040319809
2024-08-01 21.6619590246712
2024-09-01 21.4693360169835
2024-10-01 21.4816177570909
2024-11-01 21.3956037684030
2024-12-01 21.2397573121199
2025-01-01 20.9447622397916
2025-02-01 20.8196342040638
2025-03-01 20.7300531136338
2025-04-01 20.5542403924992
2025-05-01 20.4458805009496
2025-06-01 20.3997822888681
2025-07-01 20.3794584244580
2025-08-01 20.4519331906623
2025-09-01 20.3677059268053
2025-10-01 20.2788105602722
2025-11-01 20.1988313989300
2025-12-01 20.2359447825094
2026-01-01 20.5249324571084
2026-02-01 20.3063107057739
2026-03-01 20.2238139960080
2026-04-01 20.2666734072346
2026-05-01 20.2727755886348
2026-06-01 20.3073351472079
2026-07-01 20.2837537728901

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