Table Data - All Employees: Wholesale Trade: Miscellaneous Nondurable Goods Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)

Title All Employees: Wholesale Trade: Miscellaneous Nondurable Goods Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310844142490001SA
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 13.2014920514655
1990-02-01 13.2826078765803
1990-03-01 13.1588577700845
1990-04-01 13.1738563606865
1990-05-01 13.0223899712316
1990-06-01 12.9549823580688
1990-07-01 12.9657564976904
1990-08-01 12.9036553915540
1990-09-01 12.8377382790810
1990-10-01 12.6682832413170
1990-11-01 12.5000701437940
1990-12-01 12.2345200029443
1991-01-01 12.5100298775422
1991-02-01 12.0868621867333
1991-03-01 12.2414608885158
1991-04-01 12.2678304485907
1991-05-01 12.5121343791131
1991-06-01 12.3559638164453
1991-07-01 12.1667996853166
1991-08-01 12.1983746794754
1991-09-01 12.4509641829277
1991-10-01 12.4767865175785
1991-11-01 12.6153650481500
1991-12-01 12.5411197281734
1992-01-01 12.4204990163435
1992-02-01 12.0921879853144
1992-03-01 12.2111727018332
1992-04-01 12.1466755901862
1992-05-01 12.0855319712269
1992-06-01 12.0516640135287
1992-07-01 12.0717636933180
1992-08-01 12.0004258973164
1992-09-01 11.8711205339805
1992-10-01 11.9064367448279
1992-11-01 11.9440300038322
1992-12-01 11.9513807415913
1993-01-01 11.9314967493767
1993-02-01 11.7820837674237
1993-03-01 11.8608888924158
1993-04-01 11.7120845296747
1993-05-01 11.7542340979670
1993-06-01 11.7497526068122
1993-07-01 11.7827705670224
1993-08-01 11.7031868748973
1993-09-01 11.7019364252484
1993-10-01 11.7516942779610
1993-11-01 11.7843129505819
1993-12-01 11.7740277885785
1994-01-01 11.8280314199576
1994-02-01 12.0584524516081
1994-03-01 12.1971495088134
1994-04-01 12.2665009189206
1994-05-01 12.3151034966491
1994-06-01 12.2396743454228
1994-07-01 12.4120160954043
1994-08-01 12.6253323178733
1994-09-01 12.5383656377938
1994-10-01 12.6998574862851
1994-11-01 12.6272510046308
1994-12-01 12.7025823185378
1995-01-01 12.5146868283580
1995-02-01 12.5085006148347
1995-03-01 12.5332425416513
1995-04-01 12.8277243916091
1995-05-01 12.8816348142597
1995-06-01 12.9206887966142
1995-07-01 13.0627703053084
1995-08-01 13.0493865192840
1995-09-01 13.2756524398416
1995-10-01 13.1400545584770
1995-11-01 13.2521674591975
1995-12-01 13.3297017396659
1996-01-01 13.8018423148858
1996-02-01 13.8588518050201
1996-03-01 13.3799345700353
1996-04-01 13.2035028431099
1996-05-01 13.1578364908673
1996-06-01 13.1871940272427
1996-07-01 13.3131856647381
1996-08-01 13.3868416965434
1996-09-01 13.4066848820654
1996-10-01 13.3600917423887
1996-11-01 13.4559062194550
1996-12-01 13.5496819971603
1997-01-01 13.8946976400418
1997-02-01 14.0215170695376
1997-03-01 14.1483049378163
1997-04-01 14.3002460962670
1997-05-01 14.2491187476869
1997-06-01 14.1512618801095
1997-07-01 14.0500226685974
1997-08-01 14.1019608220960
1997-09-01 14.1260506567729
1997-10-01 14.3544902994356
1997-11-01 14.3457692305375
1997-12-01 14.5759159376170
1998-01-01 14.8063770692305
1998-02-01 14.7141268025044
1998-03-01 14.6431037170230
1998-04-01 14.5935980501053
1998-05-01 14.7406092686768
1998-06-01 14.8257668997950
1998-07-01 14.5603126006778
1998-08-01 14.6039342561312
1998-09-01 14.6374008862182
1998-10-01 14.5192405808494
1998-11-01 14.7348095213560
1998-12-01 14.9011825168249
1999-01-01 14.4371905286660
1999-02-01 14.5295648182505
1999-03-01 14.6566862384620
1999-04-01 14.3906934261318
1999-05-01 14.4373789968195
1999-06-01 14.6090131835672
1999-07-01 14.7496302242049
1999-08-01 14.6802494190744
1999-09-01 14.7273301218635
1999-10-01 14.9914264260377
1999-11-01 15.1211974535684
1999-12-01 15.2320227208254
2000-01-01 15.2766984780125
2000-02-01 15.2634061511463
2000-03-01 15.2805330256091
2000-04-01 15.4731949994185
2000-05-01 15.5324449087087
2000-06-01 15.6047486188405
2000-07-01 15.6171986042614
2000-08-01 15.7635434697297
2000-09-01 15.9025633447420
2000-10-01 15.6821599784921
2000-11-01 15.4248632706984
2000-12-01 15.3590900651648
2001-01-01 15.3875544928232
2001-02-01 15.4942961573430
2001-03-01 15.5084520979331
2001-04-01 15.7519118315275
2001-05-01 15.7318033435562
2001-06-01 15.5034175895697
2001-07-01 15.4808958115250
2001-08-01 15.4567588465473
2001-09-01 15.3791002524596
2001-10-01 15.4903801743045
2001-11-01 15.3459749911224
2001-12-01 15.2900093890785
2002-01-01 15.0662208920871
2002-02-01 15.1043217061422
2002-03-01 15.2294503609068
2002-04-01 15.0209905230974
2002-05-01 15.0253011096917
2002-06-01 14.8109903887686
2002-07-01 15.4535423292266
2002-08-01 15.4671340891334
2002-09-01 15.7788048498454
2002-10-01 15.4140762872879
2002-11-01 15.6864780895834
2002-12-01 15.5902989465901
2003-01-01 15.7211470862878
2003-02-01 15.6957562672971
2003-03-01 15.7317803012827
2003-04-01 15.7948458985681
2003-05-01 15.8213674706246
2003-06-01 15.8228620331013
2003-07-01 15.7384919749889
2003-08-01 15.7895471839908
2003-09-01 15.9936382882510
2003-10-01 15.7563074673166
2003-11-01 15.8239820638184
2003-12-01 15.8784516698699
2004-01-01 16.0704985330060
2004-02-01 16.0710530380220
2004-03-01 16.0089968780761
2004-04-01 16.1797662338287
2004-05-01 16.2037719452958
2004-06-01 16.3323298207254
2004-07-01 16.3475804239558
2004-08-01 16.2216489658488
2004-09-01 16.3203569989751
2004-10-01 16.7087458969058
2004-11-01 16.9579222013297
2004-12-01 16.6374798769076
2005-01-01 16.7366359068406
2005-02-01 16.7500230574194
2005-03-01 16.6698821137001
2005-04-01 16.6663046105609
2005-05-01 16.6705986080543
2005-06-01 16.8464172437360
2005-07-01 17.1637261662219
2005-08-01 17.1624824946754
2005-09-01 17.0659705372276
2005-10-01 17.0365430754696
2005-11-01 17.0736983744709
2005-12-01 17.3033377153878
2006-01-01 17.3350080371408
2006-02-01 17.3243600269792
2006-03-01 17.4261975727900
2006-04-01 17.6609681435934
2006-05-01 17.6163886039648
2006-06-01 17.6537666379591
2006-07-01 17.9992408145328
2006-08-01 18.1940989702831
2006-09-01 18.4138057473108
2006-10-01 18.4563834627082
2006-11-01 18.3706377674681
2006-12-01 18.4587488411859
2007-01-01 19.0634352916349
2007-02-01 19.1144451383214
2007-03-01 19.1898106760794
2007-04-01 19.0559058158674
2007-05-01 19.1657339612133
2007-06-01 19.1716192569616
2007-07-01 18.8168332303322
2007-08-01 18.8140634447969
2007-09-01 18.7535563238857
2007-10-01 18.5593687081664
2007-11-01 18.6528499290245
2007-12-01 18.6307564224456
2008-01-01 18.2990040432521
2008-02-01 18.2008135922212
2008-03-01 18.3812007370501
2008-04-01 18.0660961550883
2008-05-01 18.0231126463509
2008-06-01 17.7810393369049
2008-07-01 17.7360019487766
2008-08-01 17.4152828528453
2008-09-01 17.1631207703568
2008-10-01 17.3706626514427
2008-11-01 17.2320490298365
2008-12-01 16.8984191415979
2009-01-01 16.7265706938492
2009-02-01 16.6923614908044
2009-03-01 16.5012270031130
2009-04-01 16.2789912990679
2009-05-01 16.1067525656673
2009-06-01 15.9068277997012
2009-07-01 15.4230129638514
2009-08-01 15.0070441860272
2009-09-01 14.9624244009434
2009-10-01 15.2661720744789
2009-11-01 15.2126515242685
2009-12-01 15.1823826694238
2010-01-01 15.2405902301602
2010-02-01 14.9640908972069
2010-03-01 15.0401540104034
2010-04-01 15.6032682081469
2010-05-01 15.7160496375065
2010-06-01 15.8321615432004
2010-07-01 16.1123051807215
2010-08-01 16.1807371704026
2010-09-01 16.1482902025210
2010-10-01 16.1740314743312
2010-11-01 15.9915195857511
2010-12-01 16.0664281456097
2011-01-01 15.9351023571592
2011-02-01 15.9336533830689
2011-03-01 15.8835905630144
2011-04-01 15.9219687553960
2011-05-01 15.9509159519427
2011-06-01 15.9757535634844
2011-07-01 16.0928180050165
2011-08-01 16.1446368302725
2011-09-01 16.2298107749985
2011-10-01 16.0823386787104
2011-11-01 16.1721392663366
2011-12-01 16.2541339019183
2012-01-01 16.3269948873872
2012-02-01 16.2910767515784
2012-03-01 16.3151060610578
2012-04-01 17.0452848273824
2012-05-01 17.0990234939310
2012-06-01 17.1039152004989
2012-07-01 17.1926854828135
2012-08-01 17.2166175815999
2012-09-01 17.3158102470824
2012-10-01 17.2932452471410
2012-11-01 17.3398337462352
2012-12-01 17.2313739953407
2013-01-01 17.5216983535189
2013-02-01 17.6583433809514
2013-03-01 17.6324156409623
2013-04-01 17.6639260688450
2013-05-01 17.7569420082654
2013-06-01 17.9336085134608
2013-07-01 17.6874577661531
2013-08-01 17.6968873401284
2013-09-01 17.7134848274601
2013-10-01 17.7889089391890
2013-11-01 17.9018984523112
2013-12-01 17.7109582253284
2014-01-01 17.8226149755223
2014-02-01 17.8385032300917
2014-03-01 17.9410223667969
2014-04-01 17.6777766595510
2014-05-01 17.6150398273591
2014-06-01 17.5466775489110
2014-07-01 17.4903686113448
2014-08-01 17.4842565365838
2014-09-01 17.3168972212133
2014-10-01 17.1737816937644
2014-11-01 17.0625623802465
2014-12-01 16.9895614244561
2015-01-01 16.8177268610448
2015-02-01 16.8496755657692
2015-03-01 16.7460331546335
2015-04-01 16.6950567669274
2015-05-01 16.5614429506561
2015-06-01 16.5627438182993
2015-07-01 16.3802987940234
2015-08-01 16.2664200433968
2015-09-01 16.2173033943941
2015-10-01 16.2473360121519
2015-11-01 16.3365446223562
2015-12-01 16.1745952395608
2016-01-01 15.9114173853086
2016-02-01 15.8848842997416
2016-03-01 15.6536266874216
2016-04-01 15.7137033597326
2016-05-01 15.4888177848115
2016-06-01 15.4715208566605
2016-07-01 15.6660358120209
2016-08-01 15.6549702428472
2016-09-01 15.6021069084754
2016-10-01 15.5219241744010
2016-11-01 15.5225783268769
2016-12-01 15.4668462454638
2017-01-01 15.4973261463478
2017-02-01 15.2308285766700
2017-03-01 15.4686408594989
2017-04-01 15.4402388073744
2017-05-01 15.2949642441034
2017-06-01 15.3768025361828
2017-07-01 15.3525120282927
2017-08-01 15.3431774880473
2017-09-01 15.2742726270553
2017-10-01 15.1956030991544
2017-11-01 15.2149134738146
2017-12-01 15.2834567029692
2018-01-01 15.1818436378428
2018-02-01 15.0762793274713
2018-03-01 15.1851547345632
2018-04-01 14.9589076473277
2018-05-01 15.0878783487504
2018-06-01 14.8743220850145
2018-07-01 14.8388087426016
2018-08-01 14.7406582697920
2018-09-01 14.6480108350464
2018-10-01 14.7697206094257
2018-11-01 14.7112203121835
2018-12-01 14.6139383983010
2019-01-01 14.6714150739828
2019-02-01 14.6137545261898
2019-03-01 14.5967967714824
2019-04-01 14.6704360199434
2019-05-01 14.6768076935347
2019-06-01 14.5595849817568
2019-07-01 14.5266959916838
2019-08-01 14.4419046002561
2019-09-01 14.4271929012588
2019-10-01 14.1467921231924
2019-11-01 14.1148254037936
2019-12-01 14.1575154690497
2020-01-01 14.3705978474250
2020-02-01 14.2400590709715
2020-03-01 13.9058623547549
2020-04-01 11.2565079426330
2020-05-01 12.0679526456367
2020-06-01 12.4365346121348
2020-07-01 12.4137256293391
2020-08-01 12.8519986718999
2020-09-01 12.8081906979723
2020-10-01 13.1381237336016
2020-11-01 13.0344724144513
2020-12-01 12.9987759706512
2021-01-01 13.0700216547948
2021-02-01 13.1493314876532
2021-03-01 13.2088127635467
2021-04-01 13.2311725068573
2021-05-01 13.2662753147910
2021-06-01 13.2092210757943
2021-07-01 13.4081937017137
2021-08-01 13.3544955197252
2021-09-01 13.3983052853579
2021-10-01 13.6430248382133
2021-11-01 13.6586565832170
2021-12-01 13.6446041546766
2022-01-01 13.6637474184891
2022-02-01 13.6494489269331
2022-03-01 13.6988479281574
2022-04-01 13.6959830635594
2022-05-01 13.5673914857771
2022-06-01 13.6953238730001
2022-07-01 13.5011975732043
2022-08-01 13.3495512773570
2022-09-01 13.3044200971448
2022-10-01 13.1568460993331
2022-11-01 13.0890593265814
2022-12-01 13.0828405219848
2023-01-01 12.9455695427836
2023-02-01 12.9400956472767
2023-03-01 12.9790606909298
2023-04-01 13.0715713484922
2023-05-01 13.0709991875409
2023-06-01 13.1878750239548
2023-07-01 12.9990417905592
2023-08-01 12.9380031064449
2023-09-01 13.0196989981044
2023-10-01 12.8721959858690
2023-11-01 12.8164097143628
2023-12-01 12.8131349032032
2024-01-01 13.0208008024822
2024-02-01 12.8264329763754
2024-03-01 12.8617056424473
2024-04-01 12.6548892661890
2024-05-01 12.5702452342057
2024-06-01 12.4952394486048
2024-07-01 12.3988480568684
2024-08-01 12.4251167111131
2024-09-01 12.3315864595677
2024-10-01 12.2875704938204
2024-11-01 12.2402511724030
2024-12-01 12.1327327373181
2025-01-01 12.0917030032257
2025-02-01 12.0069274890667
2025-03-01 11.9507156701066
2025-04-01 11.8534453267852
2025-05-01 11.7734716381743
2025-06-01 11.6035936644964
2025-07-01 11.6052100666570
2025-08-01 11.6105156745864
2025-09-01 11.4395748325147
2025-10-01 11.4964742915484
2025-11-01 11.4505790283821
2025-12-01 11.4437111511934
2026-01-01 11.5713233162509
2026-02-01 11.4939144595584
2026-03-01 11.4427033036015
2026-04-01 11.4577952457253
2026-05-01 11.4758548700556
2026-06-01 11.5170079110469
2026-07-01 11.6063212926125

Back to Top