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 2026-05-01
Last Updated 2026-06-24 10:47 AM 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 12.2345200029442
1991-01-01 12.5100298775422
1991-02-01 12.0868621867332
1991-03-01 12.2414608885157
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 12.4509641829278
1991-10-01 12.4767865175786
1991-11-01 12.6153650481500
1991-12-01 12.5411197281734
1992-01-01 12.4204990163435
1992-02-01 12.0921879853144
1992-03-01 12.2111727018331
1992-04-01 12.1466755901861
1992-05-01 12.0855319712268
1992-06-01 12.0516640135286
1992-07-01 12.0717636933181
1992-08-01 12.0004258973167
1992-09-01 11.8711205339809
1992-10-01 11.9064367448282
1992-11-01 11.9440300038323
1992-12-01 11.9513807415909
1993-01-01 11.9314967493760
1993-02-01 11.7820837674232
1993-03-01 11.8608888924155
1993-04-01 11.7120845296746
1993-05-01 11.7542340979669
1993-06-01 11.7497526068122
1993-07-01 11.7827705670228
1993-08-01 11.7031868748981
1993-09-01 11.7019364252499
1993-10-01 11.7516942779624
1993-11-01 11.7843129505822
1993-12-01 11.7740277885773
1994-01-01 11.8280314199553
1994-02-01 12.0584524516060
1994-03-01 12.1971495088123
1994-04-01 12.2665009189208
1994-05-01 12.3151034966493
1994-06-01 12.2396743454228
1994-07-01 12.4120160954054
1994-08-01 12.6253323178756
1994-09-01 12.5383656377966
1994-10-01 12.6998574862883
1994-11-01 12.6272510046343
1994-12-01 12.7025823185409
1995-01-01 12.5146868283395
1995-02-01 12.5085006148351
1995-03-01 12.5332425416504
1995-04-01 12.8277243916082
1995-05-01 12.8816348142581
1995-06-01 12.9206887966135
1995-07-01 13.0627703053108
1995-08-01 13.0493865192896
1995-09-01 13.2756524398491
1995-10-01 13.1400545584849
1995-11-01 13.2521674592044
1995-12-01 13.3297017396741
1996-01-01 13.8018423148508
1996-02-01 13.8588518050241
1996-03-01 13.3799345700236
1996-04-01 13.2035028431082
1996-05-01 13.1578364908607
1996-06-01 13.1871940272371
1996-07-01 13.3131856647407
1996-08-01 13.3868416965568
1996-09-01 13.4066848820864
1996-10-01 13.3600917424122
1996-11-01 13.4559062194765
1996-12-01 13.5496819971801
1997-01-01 13.8946976399885
1997-02-01 14.0215170695348
1997-03-01 14.1483049377686
1997-04-01 14.3002460962360
1997-05-01 14.2491187476614
1997-06-01 14.1512618801009
1997-07-01 14.0500226686082
1997-08-01 14.1019608221202
1997-09-01 14.1260506569152
1997-10-01 14.3544902994662
1997-11-01 14.3457692305697
1997-12-01 14.5759159376482
1998-01-01 14.8063770691676
1998-02-01 14.7141268024620
1998-03-01 14.6431037168840
1998-04-01 14.5935980499866
1998-05-01 14.7406092685794
1998-06-01 14.8257668997701
1998-07-01 14.5603126007433
1998-08-01 14.6039342562535
1998-09-01 14.6374008865744
1998-10-01 14.5192405809461
1998-11-01 14.7348095214045
1998-12-01 14.9011825168530
1999-01-01 14.4371905285774
1999-02-01 14.5295648181733
1999-03-01 14.6566862380496
1999-04-01 14.3906934258836
1999-05-01 14.4373789965196
1999-06-01 14.6090131833114
1999-07-01 14.7496302247637
1999-08-01 14.6802494190864
1999-09-01 14.7273301229320
1999-10-01 14.9914264261899
1999-11-01 15.1211974536446
1999-12-01 15.2320227208023
2000-01-01 15.2766984778346
2000-02-01 15.2634061509318
2000-03-01 15.2805330247457
2000-04-01 15.4731949988644
2000-05-01 15.5324449081810
2000-06-01 15.6047486184050
2000-07-01 15.6171986052802
2000-08-01 15.7635434694386
2000-09-01 15.9025633478326
2000-10-01 15.6821599784435
2000-11-01 15.4248632706747
2000-12-01 15.3590900650301
2001-01-01 15.3875544923506
2001-02-01 15.4942961565309
2001-03-01 15.5084520960422
2001-04-01 15.7519118302223
2001-05-01 15.7318033427666
2001-06-01 15.5034175895711
2001-07-01 15.4808958143083
2001-08-01 15.4567588474564
2001-09-01 15.3791002581859
2001-10-01 15.4903801737076
2001-11-01 15.3459749899622
2001-12-01 15.2900093866765
2002-01-01 15.0662208898606
2002-02-01 15.1043217042895
2002-03-01 15.2294503585997
2002-04-01 15.0209905213780
2002-05-01 15.0253011084660
2002-06-01 14.8109903887374
2002-07-01 15.4535423386672
2002-08-01 15.4671340923282
2002-09-01 15.7788048587580
2002-10-01 15.4140762862271
2002-11-01 15.6864780862574
2002-12-01 15.5902989400637
2003-01-01 15.7211470803376
2003-02-01 15.6957562626162
2003-03-01 15.7317802969080
2003-04-01 15.7948458948035
2003-05-01 15.8213674682892
2003-06-01 15.8228620330396
2003-07-01 15.7384919950211
2003-08-01 15.7895471930775
2003-09-01 15.9936383062033
2003-10-01 15.7563074801906
2003-11-01 15.8239820508073
2003-12-01 15.8784516355389
2004-01-01 16.0704985324156
2004-02-01 16.0710530325492
2004-03-01 16.0089968669074
2004-04-01 16.1797662233551
2004-05-01 16.2037719398977
2004-06-01 16.3323298201706
2004-07-01 16.3475804556146
2004-08-01 16.2216489847206
2004-09-01 16.3203570339926
2004-10-01 16.7087459334645
2004-11-01 16.9579221810209
2004-12-01 16.6374798160537
2005-01-01 16.7366359193438
2005-02-01 16.7500230690385
2005-03-01 16.6698820118993
2005-04-01 16.6663046094246
2005-05-01 16.6705986098690
2005-06-01 16.8464172454815
2005-07-01 17.1637262012003
2005-08-01 17.1624825192834
2005-09-01 17.0659706425839
2005-10-01 17.0365431281081
2005-11-01 17.0736983471979
2005-12-01 17.3033376303067
2006-01-01 17.3350080582235
2006-02-01 17.3243600407204
2006-03-01 17.4261973634245
2006-04-01 17.6609681415971
2006-05-01 17.6163886104456
2006-06-01 17.6537666450444
2006-07-01 17.9992408532716
2006-08-01 18.1940990287031
2006-09-01 18.4138059575762
2006-10-01 18.4563835291928
2006-11-01 18.3706377404126
2006-12-01 18.4587487430540
2007-01-01 19.0634352961219
2007-02-01 19.1144450826019
2007-03-01 19.1898102634652
2007-04-01 19.0559058569706
2007-05-01 19.1657340208545
2007-06-01 19.1716193153119
2007-07-01 18.8168333092230
2007-08-01 18.8140635710181
2007-09-01 18.7535566577723
2007-10-01 18.5593687904202
2007-11-01 18.6528498909753
2007-12-01 18.6307562620713
2008-01-01 18.2990039403500
2008-02-01 18.2008133672280
2008-03-01 18.3812001657983
2008-04-01 18.0660962461454
2008-05-01 18.0231128170961
2008-06-01 17.7810395184190
2008-07-01 17.7360021115397
2008-08-01 17.4152830707554
2008-09-01 17.1631212092259
2008-10-01 17.3706627845615
2008-11-01 17.2320489920077
2008-12-01 16.8984189274532
2009-01-01 16.7265704172775
2009-02-01 16.6923609106076
2009-03-01 16.5012258681985
2009-04-01 16.2789918500486
2009-05-01 16.1067530243273
2009-06-01 15.9068281499954
2009-07-01 15.4230132089131
2009-08-01 15.0070444655240
2009-09-01 14.9624248828932
2009-10-01 15.2661722292176
2009-11-01 15.2126514993529
2009-12-01 15.1823824626745
2010-01-01 15.2405897714693
2010-02-01 14.9640898607693
2010-03-01 15.0401525474899
2010-04-01 15.6032692674643
2010-05-01 15.7160503712986
2010-06-01 15.8321618914057
2010-07-01 16.1123052914355
2010-08-01 16.1807371812841
2010-09-01 16.1482903585579
2010-10-01 16.1740315177081
2010-11-01 15.9915207291332
2010-12-01 16.0664283926158
2011-01-01 15.9351020997775
2011-02-01 15.9336521297873
2011-03-01 15.8835885683286
2011-04-01 15.9219698040362
2011-05-01 15.9509162218576
2011-06-01 15.9757531770223
2011-07-01 16.0928174375403
2011-08-01 16.1446363323966
2011-09-01 16.2298108720525
2011-10-01 16.0823396012815
2011-11-01 16.1721429752654
2011-12-01 16.2541356556809
2012-01-01 16.3269951646017
2012-02-01 16.2910749576119
2012-03-01 16.3151029605685
2012-04-01 17.0452843812978
2012-05-01 17.0990222537060
2012-06-01 17.1039131996805
2012-07-01 17.1926838025156
2012-08-01 17.2166168414758
2012-09-01 17.3158105920268
2012-10-01 17.2932466879224
2012-11-01 17.3398432442942
2012-12-01 17.2313821618603
2013-01-01 17.5216974791482
2013-02-01 17.6583405844087
2013-03-01 17.6324067832016
2013-04-01 17.6639271355649
2013-05-01 17.7569327713458
2013-06-01 17.9336034234306
2013-07-01 17.6874570498572
2013-08-01 17.6968880205240
2013-09-01 17.7134872280178
2013-10-01 17.7889120654785
2013-11-01 17.9019149142316
2013-12-01 17.7109774583186
2014-01-01 17.8226209629989
2014-02-01 17.8384802785124
2014-03-01 17.9410137156229
2014-04-01 17.6777785760206
2014-05-01 17.6150170897893
2014-06-01 17.5466615126123
2014-07-01 17.4903643868884
2014-08-01 17.4842601329005
2014-09-01 17.3169106013506
2014-10-01 17.1738012706597
2014-11-01 17.0626002590031
2014-12-01 16.9895994013217
2015-01-01 16.8177368959866
2015-02-01 16.8496212435100
2015-03-01 16.7460099696822
2015-04-01 16.6950450162145
2015-05-01 16.5613842963094
2015-06-01 16.5627099289155
2015-07-01 16.3802912798695
2015-08-01 16.2664393158749
2015-09-01 16.2173542890907
2015-10-01 16.2474069454706
2015-11-01 16.3366276700630
2015-12-01 16.1746563629435
2016-01-01 15.9114207793932
2016-02-01 15.8847716407603
2016-03-01 15.6535646777215
2016-04-01 15.7136440436980
2016-05-01 15.4887056815331
2016-06-01 15.4714670553566
2016-07-01 15.6660262942694
2016-08-01 15.6549974553424
2016-09-01 15.6021649629765
2016-10-01 15.5222370826139
2016-11-01 15.5226844175309
2016-12-01 15.4669551145382
2017-01-01 15.4973024216130
2017-02-01 15.2306229912724
2017-03-01 15.4685247385967
2017-04-01 15.4400550125086
2017-05-01 15.2947645013971
2017-06-01 15.3767345680046
2017-07-01 15.3524918544270
2017-08-01 15.3432656787072
2017-09-01 15.2742973258050
2017-10-01 15.1962806553863
2017-11-01 15.2150113779887
2017-12-01 15.2836057280596
2018-01-01 15.1818141271191
2018-02-01 15.0760298216101
2018-03-01 15.1850231984004
2018-04-01 14.9585798175895
2018-05-01 15.0875361446606
2018-06-01 14.8741387093767
2018-07-01 14.8386915604303
2018-08-01 14.7407803762402
2018-09-01 14.6480345000366
2018-10-01 14.7708154480311
2018-11-01 14.7113512354957
2018-12-01 14.6141951329432
2019-01-01 14.6714532829968
2019-02-01 14.6135042491517
2019-03-01 14.5966684815779
2019-04-01 14.6700693518008
2019-05-01 14.6765249375282
2019-06-01 14.5583466671839
2019-07-01 14.5266649496613
2019-08-01 14.4421679386435
2019-09-01 14.4272941414259
2019-10-01 14.1481734902933
2019-11-01 14.1151334715367
2019-12-01 14.1579875153096
2020-01-01 14.3708203656074
2020-02-01 14.2399092123982
2020-03-01 13.9057695215499
2020-04-01 11.2562313046563
2020-05-01 12.0678505886862
2020-06-01 12.4331143334445
2020-07-01 12.4139160565799
2020-08-01 12.8524270385795
2020-09-01 12.8084713154686
2020-10-01 13.1397342288283
2020-11-01 13.0358514314965
2020-12-01 12.9995583019609
2021-01-01 13.0706422274912
2021-02-01 13.1496082047464
2021-03-01 13.2074825754068
2021-04-01 13.2308033823233
2021-05-01 13.2659420475558
2021-06-01 13.2032832767762
2021-07-01 13.4086247123991
2021-08-01 13.3555451660230
2021-09-01 13.3994319693299
2021-10-01 13.6452663396448
2021-11-01 13.6615743862352
2021-12-01 13.6460207537819
2022-01-01 13.6649011261945
2022-02-01 13.6497833534205
2022-03-01 13.6954506550236
2022-04-01 13.6947583863903
2022-05-01 13.5665551851992
2022-06-01 13.6844399005825
2022-07-01 13.5029842787135
2022-08-01 13.3524643430139
2022-09-01 13.3078517322759
2022-10-01 13.1603330761466
2022-11-01 13.0943550866529
2022-12-01 13.0856996041216
2023-01-01 12.9461930718652
2023-02-01 12.9402637394678
2023-03-01 12.9729309197305
2023-04-01 13.0678930306382
2023-05-01 13.0662387668893
2023-06-01 13.1704539529791
2023-07-01 13.0062197575022
2023-08-01 12.9447220577193
2023-09-01 13.0266258844746
2023-10-01 12.8777840881125
2023-11-01 12.8238677276341
2023-12-01 12.8174139407461
2024-01-01 13.0204217685456
2024-02-01 12.8257376612183
2024-03-01 12.8533912378542
2024-04-01 12.6474675364934
2024-05-01 12.5598134010269
2024-06-01 12.4705960900445
2024-07-01 12.4123713532123
2024-08-01 12.4364390224816
2024-09-01 12.3424479956115
2024-10-01 12.2956185055765
2024-11-01 12.2501307325259
2024-12-01 12.1383906525145
2025-01-01 12.0899256063025
2025-02-01 12.0056256842859
2025-03-01 11.9402785612394
2025-04-01 11.8420349447068
2025-05-01 11.7559837785055
2025-06-01 11.5737428470541
2025-07-01 11.6249804893743
2025-08-01 11.6261878859384
2025-09-01 11.4538449052679
2025-10-01 11.5070027724092
2025-11-01 11.4618955802368
2025-12-01 11.4501698069821
2026-01-01 11.5687396337397
2026-02-01 11.4917618459020
2026-03-01 11.4313029367372
2026-04-01 11.4433105085316
2026-05-01 11.4537692412014

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