Table Data - All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Wholesale Trade: Merchant Wholesalers, Nondurable Goods in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112444142400001SA
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 3:34 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 15.7011584490112
1990-02-01 15.7794855575531
1990-03-01 15.8010430680705
1990-04-01 15.7776296288604
1990-05-01 15.9484246389249
1990-06-01 15.9770325409096
1990-07-01 15.9348108300559
1990-08-01 15.9810623067030
1990-09-01 15.9370949149494
1990-10-01 15.9896549331541
1990-11-01 16.0233316364865
1990-12-01 15.7442389710421
1991-01-01 16.1077271835960
1991-02-01 16.1839850979745
1991-03-01 16.1980782094657
1991-04-01 16.0814237244969
1991-05-01 15.8616890664910
1991-06-01 16.0668592547062
1991-07-01 16.5392467126355
1991-08-01 16.4759830599766
1991-09-01 16.5265238955165
1991-10-01 16.4934951775987
1991-11-01 16.5208536506011
1991-12-01 16.6358471578582
1992-01-01 16.8177124546452
1992-02-01 16.8039776236252
1992-03-01 16.8884466666209
1992-04-01 17.1780894265647
1992-05-01 17.2736150966788
1992-06-01 17.2433437987483
1992-07-01 17.3496051967959
1992-08-01 17.1732005378750
1992-09-01 17.1109472954441
1992-10-01 17.2975345573522
1992-11-01 17.5175255449309
1992-12-01 17.4317257970726
1993-01-01 17.2224695121515
1993-02-01 17.3255932302750
1993-03-01 17.2738638424747
1993-04-01 17.3756620709561
1993-05-01 17.2976294347626
1993-06-01 17.3228047374793
1993-07-01 17.1514398929256
1993-08-01 17.1717218529053
1993-09-01 17.3003560328455
1993-10-01 17.5064938674533
1993-11-01 17.5005645490709
1993-12-01 17.4276688771006
1994-01-01 18.2571676564210
1994-02-01 18.1539815239551
1994-03-01 18.0573031616311
1994-04-01 17.8663393287150
1994-05-01 17.9177062140859
1994-06-01 18.1007705650517
1994-07-01 18.5677184204086
1994-08-01 18.4669443682400
1994-09-01 18.4971339634490
1994-10-01 18.1992120863833
1994-11-01 18.2729358311815
1994-12-01 18.3057394714747
1995-01-01 18.4905415108411
1995-02-01 18.4727964729428
1995-03-01 18.8532762883566
1995-04-01 19.0743077954901
1995-05-01 19.1299615238678
1995-06-01 19.3870368819565
1995-07-01 19.1684794015587
1995-08-01 19.2477964138998
1995-09-01 19.5963360441541
1995-10-01 19.0888852966877
1995-11-01 19.3352795499717
1995-12-01 19.5677802876791
1996-01-01 20.1677804830879
1996-02-01 20.1164449177297
1996-03-01 20.1661106022927
1996-04-01 19.9695084951378
1996-05-01 20.1381509578086
1996-06-01 20.0797636046368
1996-07-01 20.2654442834936
1996-08-01 20.2259676920023
1996-09-01 20.2921983115894
1996-10-01 20.4577612901713
1996-11-01 20.8010475798212
1996-12-01 21.0349804251073
1997-01-01 20.9301981828368
1997-02-01 21.0484876306267
1997-03-01 21.2092013939501
1997-04-01 21.4720649513519
1997-05-01 21.5270933793888
1997-06-01 21.5795554806123
1997-07-01 21.7290068548302
1997-08-01 22.0088611518499
1997-09-01 22.0858491094693
1997-10-01 22.3268823361086
1997-11-01 22.3659980266748
1997-12-01 22.4168893329617
1998-01-01 22.1940761282647
1998-02-01 22.1869353479269
1998-03-01 22.0668487930957
1998-04-01 22.0615034884139
1998-05-01 22.0057406687559
1998-06-01 22.0775463648089
1998-07-01 21.9909151286373
1998-08-01 22.0166714292584
1998-09-01 21.8789070956390
1998-10-01 21.8936441525696
1998-11-01 21.8636173764770
1998-12-01 21.8602879037552
1999-01-01 21.7877392601538
1999-02-01 21.8862789640005
1999-03-01 21.8129999551736
1999-04-01 22.1741035908120
1999-05-01 22.1693013330356
1999-06-01 22.3760430256274
1999-07-01 22.7482174771694
1999-08-01 22.5229375302296
1999-09-01 22.6693621884963
1999-10-01 22.6869904317946
1999-11-01 22.6707898533045
1999-12-01 22.7074140082929
2000-01-01 22.6703129579417
2000-02-01 22.7926199693762
2000-03-01 22.8417607170722
2000-04-01 23.0804447769312
2000-05-01 23.2265527450899
2000-06-01 23.2583652073330
2000-07-01 23.5235064189028
2000-08-01 23.4376913113845
2000-09-01 23.5691094636133
2000-10-01 23.4953010313004
2000-11-01 23.5981863715196
2000-12-01 23.5753794976886
2001-01-01 23.8263734669893
2001-02-01 23.7735483517171
2001-03-01 23.8517267445384
2001-04-01 23.7881706639983
2001-05-01 23.7794198324357
2001-06-01 23.9381909155642
2001-07-01 23.4064102445753
2001-08-01 23.4601647626357
2001-09-01 23.6964006340486
2001-10-01 23.8283680995945
2001-11-01 23.7305433300625
2001-12-01 23.8487906894785
2002-01-01 23.4418678846302
2002-02-01 23.8322905749821
2002-03-01 23.8284142508058
2002-04-01 23.6845060674657
2002-05-01 23.9561682932042
2002-06-01 23.8139294571724
2002-07-01 23.9077612755802
2002-08-01 24.0801984339763
2002-09-01 23.8318579811765
2002-10-01 24.1648595443717
2002-11-01 24.3656899306846
2002-12-01 24.4026209291977
2003-01-01 24.4873620239427
2003-02-01 24.4811195045573
2003-03-01 24.4006798377142
2003-04-01 24.4894988840594
2003-05-01 24.2485581917383
2003-06-01 24.4793072653382
2003-07-01 24.6182013701225
2003-08-01 24.7871325810551
2003-09-01 24.8725852090362
2003-10-01 24.9076245365315
2003-11-01 24.9988815863502
2003-12-01 24.9382663924090
2004-01-01 25.2441852812954
2004-02-01 25.1216675918031
2004-03-01 25.1546329349000
2004-04-01 25.4895359548412
2004-05-01 25.4707473677629
2004-06-01 25.4462949069489
2004-07-01 25.2343261161153
2004-08-01 24.9969411027829
2004-09-01 24.7908828952924
2004-10-01 24.9399500322072
2004-11-01 24.7293964060771
2004-12-01 24.6552710379841
2005-01-01 24.5028045903779
2005-02-01 24.4688389860633
2005-03-01 24.5113448642280
2005-04-01 24.2678043625357
2005-05-01 24.3250049062328
2005-06-01 24.3539515598546
2005-07-01 24.2514669173282
2005-08-01 24.2108160034011
2005-09-01 24.1900267342110
2005-10-01 23.9589218822895
2005-11-01 24.0508636042178
2005-12-01 24.0580899153363
2006-01-01 24.1786131355696
2006-02-01 24.3308655621349
2006-03-01 24.2655524925866
2006-04-01 24.3490902338697
2006-05-01 24.5756674601323
2006-06-01 24.4679045703335
2006-07-01 25.1725727617413
2006-08-01 25.2346720170102
2006-09-01 25.1675694695445
2006-10-01 25.2651271793576
2006-11-01 25.3678895149541
2006-12-01 25.2396813875077
2007-01-01 25.7800248471675
2007-02-01 25.7121475353615
2007-03-01 25.7419434231227
2007-04-01 25.5292949043448
2007-05-01 25.4077735893212
2007-06-01 25.3981866280682
2007-07-01 25.3949625856929
2007-08-01 25.3512399363027
2007-09-01 25.4284428512663
2007-10-01 25.6628635521076
2007-11-01 25.6602702060606
2007-12-01 25.7070105928505
2008-01-01 25.5839428903520
2008-02-01 25.4150643632221
2008-03-01 25.4478945168106
2008-04-01 25.4039004026873
2008-05-01 25.1387865631603
2008-06-01 25.0406237614756
2008-07-01 24.9164837996032
2008-08-01 24.7575567460709
2008-09-01 24.6838033190947
2008-10-01 24.2448070603252
2008-11-01 24.0306908762729
2008-12-01 23.7749887369397
2009-01-01 23.7889745075834
2009-02-01 23.6483765293810
2009-03-01 23.4870265824250
2009-04-01 23.3758786857608
2009-05-01 23.4524810607590
2009-06-01 23.1866819491249
2009-07-01 23.0286346490403
2009-08-01 22.9414799534031
2009-09-01 22.9575727570471
2009-10-01 22.9249134740462
2009-11-01 22.7909004772516
2009-12-01 22.8401000193951
2010-01-01 22.9080896984522
2010-02-01 22.9922208361863
2010-03-01 23.0246683996070
2010-04-01 23.0716642572305
2010-05-01 23.1562125582896
2010-06-01 23.1048402687926
2010-07-01 23.2378725816818
2010-08-01 23.1199823356422
2010-09-01 23.2417235098341
2010-10-01 23.1017578073870
2010-11-01 23.2546492663714
2010-12-01 23.2019173071567
2011-01-01 23.0301328284160
2011-02-01 22.9307457820875
2011-03-01 22.7595816758109
2011-04-01 22.7841607490825
2011-05-01 22.6640140889242
2011-06-01 22.6253687049125
2011-07-01 22.4348149754346
2011-08-01 22.3879112336279
2011-09-01 22.2420155135705
2011-10-01 22.0799149865833
2011-11-01 22.0178201260631
2011-12-01 21.9968823602805
2012-01-01 21.8249563785995
2012-02-01 21.9576868224706
2012-03-01 22.0778321258530
2012-04-01 22.3066081602191
2012-05-01 22.4793998994925
2012-06-01 22.5314759881458
2012-07-01 22.7308177673369
2012-08-01 23.0550290778404
2012-09-01 23.1484078571691
2012-10-01 23.6554523907096
2012-11-01 23.6860605503674
2012-12-01 23.8790338329394
2013-01-01 23.9437060390737
2013-02-01 23.9918050637067
2013-03-01 24.1994226114499
2013-04-01 24.2290269680710
2013-05-01 24.3844615756392
2013-06-01 24.5346664945525
2013-07-01 24.6163075253696
2013-08-01 24.6240872894905
2013-09-01 24.7565325312363
2013-10-01 24.9442272018625
2013-11-01 24.9666306531670
2013-12-01 25.1914651348218
2014-01-01 25.5435204585638
2014-02-01 25.5171180509844
2014-03-01 25.5090834124591
2014-04-01 25.2438254532556
2014-05-01 25.3775246699588
2014-06-01 25.3245343361119
2014-07-01 25.6891349432972
2014-08-01 26.0115589708470
2014-09-01 25.9747549717025
2014-10-01 26.0471468730812
2014-11-01 26.0773212654545
2014-12-01 25.8116492579472
2015-01-01 25.9318999909192
2015-02-01 25.7993655203581
2015-03-01 26.0163684889078
2015-04-01 26.0518781605435
2015-05-01 26.0601955319087
2015-06-01 26.1276488959183
2015-07-01 26.0514027199634
2015-08-01 26.2165959048177
2015-09-01 26.3945590849831
2015-10-01 26.0712325071474
2015-11-01 26.0809348901538
2015-12-01 26.1139929092124
2016-01-01 26.1327186937595
2016-02-01 26.1829670879807
2016-03-01 26.0200308402714
2016-04-01 26.0479153414960
2016-05-01 26.2457334197198
2016-06-01 26.1298115128121
2016-07-01 26.2320158204276
2016-08-01 26.1316167186858
2016-09-01 26.2330421133694
2016-10-01 26.1863743269499
2016-11-01 26.1726236455087
2016-12-01 26.1803338384821
2017-01-01 26.3404704814282
2017-02-01 26.2359035113398
2017-03-01 26.4436550232401
2017-04-01 26.5612424494787
2017-05-01 26.4397558576786
2017-06-01 26.4444920309877
2017-07-01 26.3327681675809
2017-08-01 26.1619705736396
2017-09-01 26.0721760046500
2017-10-01 26.0734804590315
2017-11-01 26.0397446701596
2017-12-01 26.0216178646596
2018-01-01 26.8487617508649
2018-02-01 26.9085472180675
2018-03-01 26.9640087370487
2018-04-01 27.0752303187087
2018-05-01 27.2594807201963
2018-06-01 27.3577737121119
2018-07-01 27.7492115864518
2018-08-01 27.9045556711003
2018-09-01 27.9240775028619
2018-10-01 27.6342355528382
2018-11-01 27.7795085942343
2018-12-01 27.7331545704434
2019-01-01 27.4488473901455
2019-02-01 27.4566344530305
2019-03-01 27.5979879847353
2019-04-01 27.6069401689956
2019-05-01 27.5941598857654
2019-06-01 27.5762611748149
2019-07-01 27.4927784755969
2019-08-01 27.5418037913023
2019-09-01 27.4282621728217
2019-10-01 27.7968810907304
2019-11-01 27.7326856657233
2019-12-01 27.6799449072659
2020-01-01 27.6417283326074
2020-02-01 27.5230386851654
2020-03-01 27.1076080656705
2020-04-01 24.4197030048151
2020-05-01 24.5232203106393
2020-06-01 24.6869482118075
2020-07-01 24.3454597261907
2020-08-01 24.7531022805201
2020-09-01 25.0031742355859
2020-10-01 25.3863732739385
2020-11-01 25.6319358560075
2020-12-01 25.4842611473316
2021-01-01 25.5058376379016
2021-02-01 25.4934442548530
2021-03-01 25.7017571932683
2021-04-01 25.8702562757487
2021-05-01 25.7342490002842
2021-06-01 25.7829910386740
2021-07-01 25.9961554310400
2021-08-01 25.9588451087643
2021-09-01 25.7537543138401
2021-10-01 26.0857057598457
2021-11-01 26.3397578992229
2021-12-01 26.2777798307831
2022-01-01 26.2879590065803
2022-02-01 26.4994816130196
2022-03-01 26.3899989341089
2022-04-01 26.5969298529427
2022-05-01 26.6310183797108
2022-06-01 26.5776239615754
2022-07-01 26.3211502902482
2022-08-01 26.3338075789622
2022-09-01 26.4050444160765
2022-10-01 26.1168065753603
2022-11-01 25.9732554889961
2022-12-01 25.7208248699787
2023-01-01 26.5714972422020
2023-02-01 26.4117900623354
2023-03-01 26.6696617605600
2023-04-01 26.3082331214595
2023-05-01 26.4124848684766
2023-06-01 26.4700083954487
2023-07-01 26.5258251527415
2023-08-01 26.6929399460999
2023-09-01 26.8551982222770
2023-10-01 26.8549905344015
2023-11-01 26.9062161688320
2023-12-01 27.0542876947669
2024-01-01 26.8612192342797
2024-02-01 26.6329739018504
2024-03-01 26.7425349084980
2024-04-01 26.4097509065016
2024-05-01 26.3933873758873
2024-06-01 26.3675538987981
2024-07-01 26.3155699940624
2024-08-01 26.2498436945268
2024-09-01 26.3360294372390
2024-10-01 26.1836070612058
2024-11-01 26.1364703607916
2024-12-01 26.0110717421870
2025-01-01 26.1494114007425
2025-02-01 26.0523494159394
2025-03-01 26.0191215383525
2025-04-01 26.1112486753508
2025-05-01 26.0822353076115
2025-06-01 25.9610348797134
2025-07-01 26.1988483816926
2025-08-01 25.9282463824202
2025-09-01 25.3316955567335
2025-10-01 25.4885888725396
2025-11-01 25.4541286735298
2025-12-01 25.3544191100234

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