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 2026-06-01
Last Updated 2026-07-22 10:42 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 15.7011504728489
1990-02-01 15.7794725719781
1990-03-01 15.8010287950371
1990-04-01 15.7776167145741
1990-05-01 15.9484113013227
1990-06-01 15.9770261411848
1990-07-01 15.9348051093504
1990-08-01 15.9810638472249
1990-09-01 15.9371030056917
1990-10-01 15.9896687785715
1990-11-01 16.0233546068260
1990-12-01 15.7442757131535
1991-01-01 16.1077095862238
1991-02-01 16.1839677997229
1991-03-01 16.1980624551245
1991-04-01 16.0814102932968
1991-05-01 15.8616761061792
1991-06-01 16.0668531874026
1991-07-01 16.5392411540546
1991-08-01 16.4759868832343
1991-09-01 16.5265349456529
1991-10-01 16.4935117881628
1991-11-01 16.5208818043008
1991-12-01 16.6358917959237
1992-01-01 16.8176833197772
1992-02-01 16.8039533330710
1992-03-01 16.8884269736359
1992-04-01 17.1780737275952
1992-05-01 17.2736011774775
1992-06-01 17.2433378600935
1992-07-01 17.3496006030397
1992-08-01 17.1732076674203
1992-09-01 17.1109613143252
1992-10-01 17.2975549789668
1992-11-01 17.5175646036692
1992-12-01 17.4317761052010
1993-01-01 17.2224271646299
1993-02-01 17.3255607319937
1993-03-01 17.2738409768476
1993-04-01 17.3756451886253
1993-05-01 17.2976170108208
1993-06-01 17.3228003133708
1993-07-01 17.1514375059253
1993-08-01 17.1717315720069
1993-09-01 17.3003716049460
1993-10-01 17.5065151056781
1993-11-01 17.5006074564647
1993-12-01 17.4277162982997
1994-01-01 18.2571199853969
1994-02-01 18.1539441949171
1994-03-01 18.0572781611090
1994-04-01 17.8663220790646
1994-05-01 17.9176954578884
1994-06-01 18.1007669621178
1994-07-01 18.5677179705202
1994-08-01 18.4669556487526
1994-09-01 18.4971486874968
1994-10-01 18.1992316141085
1994-11-01 18.2729809288152
1994-12-01 18.3057878674662
1995-01-01 18.4904915767133
1995-02-01 18.4727589186150
1995-03-01 18.8532530580759
1995-04-01 19.0742919842329
1995-05-01 19.1299533758139
1995-06-01 19.3870354466015
1995-07-01 19.1684808431565
1995-08-01 19.2478070438370
1995-09-01 19.5963481952702
1995-10-01 19.0888999316910
1995-11-01 19.3353164071343
1995-12-01 19.5678201900715
1996-01-01 20.1677394118005
1996-02-01 20.1164125928565
1996-03-01 20.1660915312429
1996-04-01 19.9694964532356
1996-05-01 20.1381456034572
1996-06-01 20.0797635817915
1996-07-01 20.2654469511545
1996-08-01 20.2259757532702
1996-09-01 20.2922053360075
1996-10-01 20.4577702056805
1996-11-01 20.8010746837564
1996-12-01 21.0350074842528
1997-01-01 20.9301715751603
1997-02-01 21.0484653107860
1997-03-01 21.2091890780826
1997-04-01 21.4720571300434
1997-05-01 21.5270906065699
1997-06-01 21.5795566289681
1997-07-01 21.7290097726483
1997-08-01 22.0088659844729
1997-09-01 22.0858524554709
1997-10-01 22.3268864201149
1997-11-01 22.3660116150020
1997-12-01 22.4169017075862
1998-01-01 22.1940666963033
1998-02-01 22.1869242077306
1998-03-01 22.0668421044006
1998-04-01 22.0614993709733
1998-05-01 22.0057394596079
1998-06-01 22.0775467590166
1998-07-01 21.9909170262799
1998-08-01 22.0166732278493
1998-09-01 21.8789074657392
1998-10-01 21.8936452775079
1998-11-01 21.8636226727627
1998-12-01 21.8602952457040
1999-01-01 21.7877349006801
1999-02-01 21.8862743303231
1999-03-01 21.8129973588552
1999-04-01 22.1741019819524
1999-05-01 22.1693008200691
1999-06-01 22.3760434718331
1999-07-01 22.7482181416818
1999-08-01 22.5229380968120
1999-09-01 22.6693623314658
1999-10-01 22.6869907027552
1999-11-01 22.6707900500956
1999-12-01 22.7074178439291
2000-01-01 22.6703121691294
2000-02-01 22.7926187839210
2000-03-01 22.8417593357853
2000-04-01 23.0804441335417
2000-05-01 23.2265523924272
2000-06-01 23.2583652188752
2000-07-01 23.5235066621683
2000-08-01 23.4376917672965
2000-09-01 23.5691093963783
2000-10-01 23.4953012070058
2000-11-01 23.5981867954701
2000-12-01 23.5753799294849
2001-01-01 23.8263736266402
2001-02-01 23.7735481291144
2001-03-01 23.8517261023457
2001-04-01 23.7881703091039
2001-05-01 23.7794196354733
2001-06-01 23.9381909523651
2001-07-01 23.4064103688713
2001-08-01 23.4601653028709
2001-09-01 23.6964005976214
2001-10-01 23.8283680746776
2001-11-01 23.7305433573489
2001-12-01 23.8487907463044
2002-01-01 23.4418679129444
2002-02-01 23.8322905255957
2002-03-01 23.8284140332874
2002-04-01 23.6845059513179
2002-05-01 23.9561681335051
2002-06-01 23.8139294732851
2002-07-01 23.9077613412385
2002-08-01 24.0801989411915
2002-09-01 23.8318579318930
2002-10-01 24.1648595045937
2002-11-01 24.3656898891582
2002-12-01 24.4026208842609
2003-01-01 24.4873619742355
2003-02-01 24.4811194480455
2003-03-01 24.4006797795000
2003-04-01 24.4894988421771
2003-05-01 24.2485580892595
2003-06-01 24.4793073032996
2003-07-01 24.6182014078584
2003-08-01 24.7871329088191
2003-09-01 24.8725851785723
2003-10-01 24.9076245230233
2003-11-01 24.9988815515987
2003-12-01 24.9382663625806
2004-01-01 25.2441852530066
2004-02-01 25.1216675685186
2004-03-01 25.1546327965891
2004-04-01 25.4895359647118
2004-05-01 25.4707473030725
2004-06-01 25.4462949461269
2004-07-01 25.2343261966959
2004-08-01 24.9969412564719
2004-09-01 24.7908829078576
2004-10-01 24.9399500553456
2004-11-01 24.7293963701407
2004-12-01 24.6552709833707
2005-01-01 24.5028045184154
2005-02-01 24.4688389326083
2005-03-01 24.5113446261418
2005-04-01 24.2678044652968
2005-05-01 24.3250050273258
2005-06-01 24.3539518047722
2005-07-01 24.2514671397700
2005-08-01 24.2108160146216
2005-09-01 24.1900266287507
2005-10-01 23.9589217138659
2005-11-01 24.0508633667017
2005-12-01 24.0580895687951
2006-01-01 24.1786130981329
2006-02-01 24.3308656096387
2006-03-01 24.2655522500403
2006-04-01 24.3490904993950
2006-05-01 24.5756681676342
2006-06-01 24.4679051540379
2006-07-01 25.1725733104249
2006-08-01 25.2346720422812
2006-09-01 25.1675689669379
2006-10-01 25.2651263688613
2006-11-01 25.3678885779389
2006-12-01 25.2396804013734
2007-01-01 25.7800248230344
2007-02-01 25.7121478833460
2007-03-01 25.7419434417303
2007-04-01 25.5292956626340
2007-05-01 25.4077752642393
2007-06-01 25.3981874098574
2007-07-01 25.3949633045842
2007-08-01 25.3512410364155
2007-09-01 25.4284440539025
2007-10-01 25.6628564252395
2007-11-01 25.6602704309843
2007-12-01 25.7070094917115
2008-01-01 25.5839421431717
2008-02-01 25.4150638695850
2008-03-01 25.4478979369199
2008-04-01 25.4039012113481
2008-05-01 25.1387888585296
2008-06-01 25.0406244985019
2008-07-01 24.9164847057941
2008-08-01 24.7575589902661
2008-09-01 24.6838056407545
2008-10-01 24.2447937315436
2008-11-01 24.0306921185950
2008-12-01 23.7749884684642
2009-01-01 23.7889667042523
2009-02-01 23.6483784119663
2009-03-01 23.4870369650898
2009-04-01 23.3758833305956
2009-05-01 23.4524863162922
2009-06-01 23.1866839865706
2009-07-01 23.0286335696323
2009-08-01 22.9414773485527
2009-09-01 22.9575676917555
2009-10-01 22.9248966328374
2009-11-01 22.7908947969017
2009-12-01 22.8400981975779
2010-01-01 22.9080797533970
2010-02-01 22.9922347104675
2010-03-01 23.0246964454623
2010-04-01 23.0716814435586
2010-05-01 23.1562261415278
2010-06-01 23.1048437634972
2010-07-01 23.2378620194811
2010-08-01 23.1199603515837
2010-09-01 23.2416970193310
2010-10-01 23.1017271911669
2010-11-01 23.2546209600120
2010-12-01 23.2019090129033
2011-01-01 23.0301592459963
2011-02-01 22.9307739176715
2011-03-01 22.7596223385882
2011-04-01 22.7842489778624
2011-05-01 22.6640281560688
2011-06-01 22.6253586222482
2011-07-01 22.4348117131615
2011-08-01 22.3878178093703
2011-09-01 22.2419606350327
2011-10-01 22.0798684746446
2011-11-01 22.0177633446627
2011-12-01 21.9968353295606
2012-01-01 21.8249662472980
2012-02-01 21.9579066262892
2012-03-01 22.0778355351562
2012-04-01 22.3067518738481
2012-05-01 22.4794214355276
2012-06-01 22.5314688914590
2012-07-01 22.7308514152473
2012-08-01 23.0549186634884
2012-09-01 23.1482030915464
2012-10-01 23.6553984099613
2012-11-01 23.6859376988970
2012-12-01 23.8788836184632
2013-01-01 23.9436619432247
2013-02-01 23.9922660448590
2013-03-01 24.1994201730804
2013-04-01 24.2292848971554
2013-05-01 24.3845309877113
2013-06-01 24.5346944750341
2013-07-01 24.6164259398741
2013-08-01 24.6240034012942
2013-09-01 24.7561858943524
2013-10-01 24.9441268479529
2013-11-01 24.9663344898535
2013-12-01 25.1911079853660
2014-01-01 25.5433138975008
2014-02-01 25.5177833192167
2014-03-01 25.5089930790960
2014-04-01 25.2446027692761
2014-05-01 25.3775541704667
2014-06-01 25.3246063240498
2014-07-01 25.6893494157661
2014-08-01 26.0115937627836
2014-09-01 25.9743694696657
2014-10-01 26.0473117940265
2014-11-01 26.0762969132118
2014-12-01 25.8108167505988
2015-01-01 25.9316302561558
2015-02-01 25.8002135588591
2015-03-01 26.0163067231131
2015-04-01 26.0532600935350
2015-05-01 26.0602039314518
2015-06-01 26.1277474058367
2015-07-01 26.0516707266783
2015-08-01 26.2166927651095
2015-09-01 26.3942804375839
2015-10-01 26.0716669328485
2015-11-01 26.0792111584130
2015-12-01 26.1127470033690
2016-01-01 26.1324203643019
2016-02-01 26.1840352380851
2016-03-01 26.0199695317769
2016-04-01 26.0497238804590
2016-05-01 26.2456144427338
2016-06-01 26.1298526405120
2016-07-01 26.2322497175844
2016-08-01 26.1317954798730
2016-09-01 26.2329177246353
2016-10-01 26.1870967564515
2016-11-01 26.1703961010334
2016-12-01 26.1788997272551
2017-01-01 26.3404759059099
2017-02-01 26.2375028408210
2017-03-01 26.4431783401991
2017-04-01 26.5627911464335
2017-05-01 26.4394191868579
2017-06-01 26.4442953339229
2017-07-01 26.3331230707994
2017-08-01 26.1622612446123
2017-09-01 26.0723909640007
2017-10-01 26.0740454121750
2017-11-01 26.0380213784108
2017-12-01 26.0202357506186
2018-01-01 26.8490202809671
2018-02-01 26.9105242721187
2018-03-01 26.9629290947538
2018-04-01 27.0762132848530
2018-05-01 27.2586419744606
2018-06-01 27.3571700934723
2018-07-01 27.7495737820613
2018-08-01 27.9048593219255
2018-09-01 27.9260964530273
2018-10-01 27.6345183408132
2018-11-01 27.7780975790239
2018-12-01 27.7315944622695
2019-01-01 27.4492301420833
2019-02-01 27.4588143663773
2019-03-01 27.5962258596937
2019-04-01 27.6069332825645
2019-05-01 27.5931453308712
2019-06-01 27.5757581192112
2019-07-01 27.4935317602911
2019-08-01 27.5418221248360
2019-09-01 27.4334265861667
2019-10-01 27.7954418527466
2019-11-01 27.7313677898704
2019-12-01 27.6741699138683
2020-01-01 27.6436282854770
2020-02-01 27.5251573106536
2020-03-01 27.1078094884189
2020-04-01 24.4196090444632
2020-05-01 24.5230853333123
2020-06-01 24.6876811358179
2020-07-01 24.3471913307970
2020-08-01 24.7533384274745
2020-09-01 25.0097324087067
2020-10-01 25.3812892406263
2020-11-01 25.6271802984235
2020-12-01 25.4724978838014
2021-01-01 25.5086259930827
2021-02-01 25.4971580571491
2021-03-01 25.7067869643213
2021-04-01 25.8703345311356
2021-05-01 25.7393740496514
2021-06-01 25.7876662400905
2021-07-01 25.9996836734343
2021-08-01 25.9564858680619
2021-09-01 25.7681644249482
2021-10-01 26.0689637345822
2021-11-01 26.3262272188263
2021-12-01 26.2414114102190
2022-01-01 26.3020447941715
2022-02-01 26.5107059545821
2022-03-01 26.4062565547943
2022-04-01 26.6003804679550
2022-05-01 26.6428371924384
2022-06-01 26.5920130347170
2022-07-01 26.3178286201513
2022-08-01 26.3331516292341
2022-09-01 26.4317700020488
2022-10-01 26.0771781318946
2022-11-01 25.9461886177255
2022-12-01 25.6613713697099
2023-01-01 26.5911798416358
2023-02-01 26.4361459241000
2023-03-01 26.7032490097869
2023-04-01 26.3221765346806
2023-05-01 26.4281491077893
2023-06-01 26.4933583249351
2023-07-01 26.5149881546632
2023-08-01 26.6926351746490
2023-09-01 26.8923054135004
2023-10-01 26.7888800550143
2023-11-01 26.8632303841951
2023-12-01 26.9626143484966
2024-01-01 26.8911724305234
2024-02-01 26.6770301461961
2024-03-01 26.7971461481134
2024-04-01 26.4321381505934
2024-05-01 26.3100071606328
2024-06-01 26.2967235883273
2024-07-01 26.1945177510954
2024-08-01 26.1534907036740
2024-09-01 26.0765515471948
2024-10-01 25.9969945421667
2024-11-01 25.8834187180337
2024-12-01 25.8102664862206
2025-01-01 25.5746359670347
2025-02-01 25.5140535218509
2025-03-01 25.4854354811348
2025-04-01 25.8366156296226
2025-05-01 25.6984121153259
2025-06-01 25.5906869058259
2025-07-01 25.7726438852963
2025-08-01 25.7316057226900
2025-09-01 25.4722090974389
2025-10-01 25.6888824040141
2025-11-01 25.6905114078953
2025-12-01 25.6346600044460
2026-01-01 25.8758036908837
2026-02-01 25.8505351489715
2026-03-01 25.8925322238313
2026-04-01 25.9298180786132
2026-05-01 25.9919523775636
2026-06-01 25.9931277577247

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