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

Title All Employees: Wholesale Trade: Professional and Commercial Equipment and Supplies Merchant Wholesalers in Los Angeles-Long Beach-Glendale, CA (MD)
Series ID SMU06310844142340001SA
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 3:32 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 27.6642995302433
1990-02-01 27.6475697941476
1990-03-01 27.6191713923875
1990-04-01 27.3493907423789
1990-05-01 27.2503260426278
1990-06-01 27.2581182526534
1990-07-01 26.8834278600233
1990-08-01 26.5634762141092
1990-09-01 26.6887476558056
1990-10-01 27.0335900148203
1990-11-01 26.8451888433328
1990-12-01 26.5812589694962
1991-01-01 26.0708592625522
1991-02-01 26.1603875692568
1991-03-01 26.0307228239131
1991-04-01 27.1491468621246
1991-05-01 26.9286950190000
1991-06-01 26.9807990618829
1991-07-01 26.7736233939115
1991-08-01 26.6670141689209
1991-09-01 26.5763857886073
1991-10-01 26.4505433100087
1991-11-01 26.5467633603993
1991-12-01 26.1954300167825
1992-01-01 24.5766027157402
1992-02-01 24.1756294211140
1992-03-01 24.2414900009479
1992-04-01 24.2503088705191
1992-05-01 24.1101063697108
1992-06-01 24.0257237281592
1992-07-01 23.9228948823611
1992-08-01 23.8544911604889
1992-09-01 23.6231931831524
1992-10-01 23.6655872852532
1992-11-01 23.4333320769319
1992-12-01 23.3273237611381
1993-01-01 23.2857758837954
1993-02-01 23.1821360261182
1993-03-01 23.0400539173393
1993-04-01 22.9484565736114
1993-05-01 22.8840554152132
1993-06-01 22.6548590218381
1993-07-01 22.7994330489293
1993-08-01 22.6570066637085
1993-09-01 22.6901302409805
1993-10-01 22.6869861448656
1993-11-01 22.7268472832147
1993-12-01 22.6447543463423
1994-01-01 22.8981582777896
1994-02-01 22.9853531581819
1994-03-01 23.1186401093972
1994-04-01 23.4465462928849
1994-05-01 23.2587134186265
1994-06-01 23.0721137540345
1994-07-01 22.9963266823476
1994-08-01 22.9712930386668
1994-09-01 22.8642400769449
1994-10-01 22.6003058381243
1994-11-01 22.6205214094745
1994-12-01 22.5574153891845
1995-01-01 22.4183149484736
1995-02-01 22.5927853583021
1995-03-01 22.5044603999117
1995-04-01 22.0614451053120
1995-05-01 21.9501160460275
1995-06-01 22.0671801490704
1995-07-01 22.2087549951382
1995-08-01 22.1811911867751
1995-09-01 22.2424624577787
1995-10-01 22.0859582759373
1995-11-01 21.9986710822211
1995-12-01 22.2386233792371
1996-01-01 22.2481736987166
1996-02-01 22.2168355585721
1996-03-01 22.2015916142303
1996-04-01 22.8710690551340
1996-05-01 22.8603285811514
1996-06-01 23.0373969128757
1996-07-01 22.7356456255042
1996-08-01 22.5976167183018
1996-09-01 22.7277503618926
1996-10-01 22.7630255035619
1996-11-01 22.8799487926134
1996-12-01 22.7999703338049
1997-01-01 22.8772156778172
1997-02-01 22.9449844141738
1997-03-01 23.1084366264166
1997-04-01 23.1808263071922
1997-05-01 23.2923817742231
1997-06-01 23.2931235190796
1997-07-01 24.0633484756215
1997-08-01 24.3153568788517
1997-09-01 24.2310677064212
1997-10-01 24.3313728575073
1997-11-01 24.1568428292778
1997-12-01 24.2490777594566
1998-01-01 24.5030785170735
1998-02-01 24.7815672890237
1998-03-01 24.7274058596881
1998-04-01 24.5831022706759
1998-05-01 24.8343143033071
1998-06-01 24.7460685504850
1998-07-01 24.7576462541196
1998-08-01 24.7037426236317
1998-09-01 24.8330491576455
1998-10-01 25.2985868969049
1998-11-01 25.2491444120173
1998-12-01 25.1171176652929
1999-01-01 24.8203154974603
1999-02-01 24.7215471049689
1999-03-01 24.7636344921454
1999-04-01 24.8837540234014
1999-05-01 24.5766496091357
1999-06-01 24.6162038053747
1999-07-01 24.2196152859807
1999-08-01 24.2850708163043
1999-09-01 24.3320445851782
1999-10-01 24.1782352451758
1999-11-01 24.1384432093022
1999-12-01 24.1120079505940
2000-01-01 23.9325698090200
2000-02-01 23.8585290116346
2000-03-01 23.7998305723468
2000-04-01 23.8734231973558
2000-05-01 23.9070366672711
2000-06-01 24.2074011348920
2000-07-01 24.5833534568517
2000-08-01 24.4658969969546
2000-09-01 24.3223782150395
2000-10-01 23.6818028819103
2000-11-01 23.6425810016940
2000-12-01 23.6176033651713
2001-01-01 23.6426463290710
2001-02-01 23.4827352393734
2001-03-01 23.3155714332294
2001-04-01 22.6633402084727
2001-05-01 22.6145965448626
2001-06-01 22.5246648563950
2001-07-01 22.5339717272798
2001-08-01 22.3396974365293
2001-09-01 22.2047284199009
2001-10-01 22.1843282364001
2001-11-01 21.9331015902133
2001-12-01 21.8452961806788
2002-01-01 22.1506117848129
2002-02-01 22.3020309622723
2002-03-01 22.2332077772379
2002-04-01 22.0577191807961
2002-05-01 21.7947331200277
2002-06-01 21.7526304626261
2002-07-01 21.6080067428434
2002-08-01 21.4181400011697
2002-09-01 21.3902182366821
2002-10-01 21.2806793977685
2002-11-01 21.2289031812104
2002-12-01 21.0630287215567
2003-01-01 21.0692397458293
2003-02-01 21.0102111421282
2003-03-01 20.9503608238839
2003-04-01 20.8607227267088
2003-05-01 20.8715734298142
2003-06-01 20.6863233021428
2003-07-01 20.5836846253578
2003-08-01 20.6046131033018
2003-09-01 20.4777814212239
2003-10-01 20.2646299653859
2003-11-01 20.1127783354146
2003-12-01 20.0773163539926
2004-01-01 19.6875537878899
2004-02-01 19.8227757093474
2004-03-01 19.8762288733502
2004-04-01 19.6632146274115
2004-05-01 19.5550354623883
2004-06-01 19.4235306694736
2004-07-01 19.2619935701527
2004-08-01 19.0786331834495
2004-09-01 18.9646401768056
2004-10-01 19.2369673573436
2004-11-01 19.1008848297864
2004-12-01 18.9806191155247
2005-01-01 18.9115766953504
2005-02-01 18.8371603262104
2005-03-01 18.7045377223130
2005-04-01 18.7678530045778
2005-05-01 18.8620144121188
2005-06-01 18.8468285451123
2005-07-01 18.8343969505120
2005-08-01 19.1542101112287
2005-09-01 18.9665629253590
2005-10-01 18.8998428064154
2005-11-01 18.8886189394613
2005-12-01 18.8835898834107
2006-01-01 18.7309739208270
2006-02-01 18.7506080202413
2006-03-01 18.6347214596378
2006-04-01 18.6785390821857
2006-05-01 18.6733700072872
2006-06-01 18.6636043415533
2006-07-01 18.7017936098746
2006-08-01 18.6227587441575
2006-09-01 18.5679146385849
2006-10-01 18.3598521779960
2006-11-01 18.4852298465586
2006-12-01 18.4929543549723
2007-01-01 18.6502768713348
2007-02-01 18.6635882384743
2007-03-01 18.7597723949288
2007-04-01 18.7872948442832
2007-05-01 18.6921191530931
2007-06-01 18.5681647636873
2007-07-01 18.5683861021146
2007-08-01 18.4961056805991
2007-09-01 18.3641945745205
2007-10-01 18.4287221203692
2007-11-01 18.2894195387050
2007-12-01 18.2151727243761
2008-01-01 18.0467652574623
2008-02-01 17.9741839709638
2008-03-01 17.8846567645004
2008-04-01 17.6957424186836
2008-05-01 17.4973981105001
2008-06-01 17.4749780102317
2008-07-01 17.3496913289690
2008-08-01 17.2746587452115
2008-09-01 17.1515628559412
2008-10-01 17.1148894144074
2008-11-01 16.9994533129505
2008-12-01 17.0340598560287
2009-01-01 16.7329181718274
2009-02-01 16.6807901576840
2009-03-01 16.4996574665051
2009-04-01 15.9028598789439
2009-05-01 15.9008274760170
2009-06-01 15.9718153465375
2009-07-01 15.8474487125151
2009-08-01 15.7686735613940
2009-09-01 15.7370627329460
2009-10-01 15.7175593655224
2009-11-01 15.7034898932656
2009-12-01 15.5464876287583
2010-01-01 15.4091076956798
2010-02-01 15.4785182948972
2010-03-01 15.5123091922878
2010-04-01 15.5155559016999
2010-05-01 15.4998482071231
2010-06-01 15.4679238926816
2010-07-01 15.4485785015058
2010-08-01 15.4702562914891
2010-09-01 15.4284886729268
2010-10-01 15.3234572224032
2010-11-01 15.3022335444208
2010-12-01 15.3439721365445
2011-01-01 15.4968739427140
2011-02-01 15.4752808003594
2011-03-01 15.5185951867516
2011-04-01 15.6269478952767
2011-05-01 15.7044586933514
2011-06-01 15.6605070419493
2011-07-01 15.7513212974322
2011-08-01 15.7716794723392
2011-09-01 15.8244880240073
2011-10-01 15.8386675957405
2011-11-01 15.8053571453311
2011-12-01 15.8348291181141
2012-01-01 16.1790590977923
2012-02-01 16.0649796358217
2012-03-01 16.2253326962578
2012-04-01 16.2357315261201
2012-05-01 16.2091091383974
2012-06-01 16.2624193737229
2012-07-01 16.1487669658535
2012-08-01 16.1703599695744
2012-09-01 16.2261533760768
2012-10-01 16.2599188090246
2012-11-01 16.3111301273023
2012-12-01 16.4236735086665
2013-01-01 16.2627178634228
2013-02-01 16.2509482255065
2013-03-01 16.2239189691599
2013-04-01 16.1350120359292
2013-05-01 16.1144501924790
2013-06-01 16.2662335025269
2013-07-01 16.3511614691557
2013-08-01 16.3641513276789
2013-09-01 16.4252912442780
2013-10-01 16.5874742394513
2013-11-01 16.7222175389271
2013-12-01 16.8174821894694
2014-01-01 16.5436029473752
2014-02-01 16.6389482013609
2014-03-01 16.6206554431836
2014-04-01 16.5349955507049
2014-05-01 16.4174409591115
2014-06-01 16.3779321314908
2014-07-01 16.2467239389564
2014-08-01 16.1594974784561
2014-09-01 16.0257000252687
2014-10-01 15.9037363730253
2014-11-01 15.8269810747401
2014-12-01 15.8275676515575
2015-01-01 15.7270543446599
2015-02-01 15.7318384964835
2015-03-01 15.5118018932331
2015-04-01 15.5319382238648
2015-05-01 15.5153680074992
2015-06-01 15.4898386889101
2015-07-01 15.5506525595618
2015-08-01 15.5566148144623
2015-09-01 15.5211786478862
2015-10-01 15.4093005740369
2015-11-01 15.4284322016513
2015-12-01 15.4369549744683
2016-01-01 15.5128900718823
2016-02-01 15.5307884364754
2016-03-01 15.6079069940807
2016-04-01 15.7381687697495
2016-05-01 15.7162224181483
2016-06-01 15.6058910747092
2016-07-01 15.5488039864563
2016-08-01 15.5532009104497
2016-09-01 15.5159699188934
2016-10-01 15.3009815834200
2016-11-01 15.3194775913937
2016-12-01 15.3412183654324
2017-01-01 15.4084807238637
2017-02-01 15.3327292115522
2017-03-01 15.5116503746504
2017-04-01 15.5488395673387
2017-05-01 15.4233466487390
2017-06-01 15.3175613863689
2017-07-01 15.5498978735073
2017-08-01 15.5473815882668
2017-09-01 15.6111933863449
2017-10-01 15.7835691585503
2017-11-01 15.7940258228461
2017-12-01 15.6376049565788
2018-01-01 15.8135259593056
2018-02-01 15.8402480588586
2018-03-01 15.8249204654754
2018-04-01 15.7679937690544
2018-05-01 15.8400064936519
2018-06-01 15.8314772492164
2018-07-01 15.7381578466953
2018-08-01 15.7355236104646
2018-09-01 15.8156504109091
2018-10-01 15.8600698154359
2018-11-01 15.8561657107154
2018-12-01 15.8287457513316
2019-01-01 15.8321649227433
2019-02-01 15.8423385740335
2019-03-01 15.9496166825801
2019-04-01 15.7867894565538
2019-05-01 15.7552582147467
2019-06-01 15.7384381810812
2019-07-01 15.7281646286014
2019-08-01 15.7204749862784
2019-09-01 15.7179786835042
2019-10-01 15.6439230470104
2019-11-01 15.6197322867519
2019-12-01 15.7183182108776
2020-01-01 15.7562239935802
2020-02-01 15.8469482884605
2020-03-01 15.6766109026410
2020-04-01 13.7846646751542
2020-05-01 13.9560707181575
2020-06-01 14.2372202557970
2020-07-01 14.2262076448243
2020-08-01 14.3155767744578
2020-09-01 14.3145585737632
2020-10-01 14.5407607633794
2020-11-01 14.5101667572967
2020-12-01 14.4166775392680
2021-01-01 14.3703296916615
2021-02-01 14.4451267615545
2021-03-01 14.4883924737975
2021-04-01 14.5869872313515
2021-05-01 14.6568783657440
2021-06-01 14.6371802002647
2021-07-01 14.7214866407429
2021-08-01 14.7123397405564
2021-09-01 14.6092314185906
2021-10-01 14.6417332989847
2021-11-01 14.7081648857581
2021-12-01 14.7082785181113
2022-01-01 14.6834695482970
2022-02-01 14.7523675306968
2022-03-01 14.6891533979748
2022-04-01 14.6804388991403
2022-05-01 14.6460461100274
2022-06-01 14.6334207622461
2022-07-01 14.2230598746229
2022-08-01 14.2286836018425
2022-09-01 14.2101023682086
2022-10-01 14.1466018830857
2022-11-01 14.1240223092416
2022-12-01 14.1085221690154
2023-01-01 13.8815552109233
2023-02-01 13.7459925512096
2023-03-01 13.6697709418235
2023-04-01 13.6683584812455
2023-05-01 13.6310425639385
2023-06-01 13.6258823078020
2023-07-01 13.5319940606498
2023-08-01 13.5538372625937
2023-09-01 13.6117768520119
2023-10-01 13.6528618205367
2023-11-01 13.5395144432307
2023-12-01 13.5103725596554
2024-01-01 13.7764823344885
2024-02-01 13.7439925810973
2024-03-01 13.5511560042218
2024-04-01 13.8651671410805
2024-05-01 13.7203613289865
2024-06-01 13.6199746299245
2024-07-01 13.6373258937082
2024-08-01 13.5746288297423
2024-09-01 13.6149387531784
2024-10-01 13.5561829459022
2024-11-01 13.5559890282114
2024-12-01 13.6088503449352
2025-01-01 13.5668569474595
2025-02-01 13.5383854054644
2025-03-01 13.5357420173471
2025-04-01 13.4589720073839
2025-05-01 13.5157013280305
2025-06-01 13.5177441946642
2025-07-01 13.5404415085614
2025-08-01 13.4881211528025
2025-09-01 13.4184526164463
2025-10-01 13.4598083859271
2025-11-01 13.4643396230067
2025-12-01 13.4094121107106

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