Table Data - All Employees: Wholesale Trade in Fresno, CA (MSA)

Title All Employees: Wholesale Trade in Fresno, CA (MSA)
Series ID SMU06234204100000001SA
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 11.7713005080368
1990-02-01 11.9427909111814
1990-03-01 11.7880787063842
1990-04-01 12.0264439357726
1990-05-01 12.0516632140549
1990-06-01 12.1674003106423
1990-07-01 12.1786250651173
1990-08-01 12.1383468243966
1990-09-01 12.1700881462351
1990-10-01 12.1166531547793
1990-11-01 12.3958395568079
1990-12-01 12.3386191828120
1991-01-01 12.3899751760820
1991-02-01 12.1415350639140
1991-03-01 12.3894734849948
1991-04-01 12.0304810061336
1991-05-01 12.0559972528379
1991-06-01 11.8607550542881
1991-07-01 11.8739483148979
1991-08-01 12.0301233469707
1991-09-01 12.0620877208053
1991-10-01 12.1219976027973
1991-11-01 12.0936521603380
1991-12-01 11.9253492374317
1992-01-01 12.2202542143525
1992-02-01 12.2498012798134
1992-03-01 12.3854060548236
1992-04-01 12.5311917923029
1992-05-01 12.5728251886385
1992-06-01 12.6482403152511
1992-07-01 12.6659518278727
1992-08-01 12.6141788205571
1992-09-01 12.6539573728344
1992-10-01 12.7197926932374
1992-11-01 12.5889938285133
1992-12-01 12.6073511435665
1993-01-01 12.7653320871676
1993-02-01 12.8602040692347
1993-03-01 12.8948119054670
1993-04-01 12.7310941981591
1993-05-01 12.7892768068255
1993-06-01 12.5181929992452
1993-07-01 12.8566910521713
1993-08-01 12.8016616301426
1993-09-01 12.7519839623627
1993-10-01 12.8274378170115
1993-11-01 12.6682086466433
1993-12-01 12.8027214019033
1994-01-01 12.6040412679216
1994-02-01 12.3607911104042
1994-03-01 12.5882037169037
1994-04-01 12.9460703345225
1994-05-01 12.7175547588234
1994-06-01 13.0014784760670
1994-07-01 12.6366627259558
1994-08-01 12.6715111703685
1994-09-01 12.7628537087455
1994-10-01 12.5322895084415
1994-11-01 12.6409441719630
1994-12-01 12.7117587297039
1995-01-01 12.6357832016091
1995-02-01 12.6587129381326
1995-03-01 12.6932664535230
1995-04-01 12.8502634130692
1995-05-01 12.6377155578993
1995-06-01 12.7813354230777
1995-07-01 12.7303357383706
1995-08-01 12.6479554576145
1995-09-01 12.5752352556364
1995-10-01 12.5493296916099
1995-11-01 12.4902276247892
1995-12-01 12.4346499943940
1996-01-01 12.1447763209714
1996-02-01 11.9694716343581
1996-03-01 11.7811331693576
1996-04-01 11.6540242111860
1996-05-01 11.7730970470316
1996-06-01 11.6765861158844
1996-07-01 11.5207740240112
1996-08-01 11.5196937844416
1996-09-01 11.3026129560852
1996-10-01 12.0387699111431
1996-11-01 11.8346443557206
1996-12-01 11.7532097587206
1997-01-01 11.9583951062185
1997-02-01 12.0969172876922
1997-03-01 12.1786076940373
1997-04-01 11.7479285001551
1997-05-01 11.8905205678214
1997-06-01 11.7713574367005
1997-07-01 12.1277958975765
1997-08-01 12.0074531418225
1997-09-01 11.7209691275259
1997-10-01 11.6159654392954
1997-11-01 11.4842740980160
1997-12-01 11.4608737000827
1998-01-01 11.9761166605770
1998-02-01 11.8236993136521
1998-03-01 11.8718719397819
1998-04-01 12.1451021953335
1998-05-01 12.1176014736309
1998-06-01 12.1827496744681
1998-07-01 11.8226314926402
1998-08-01 12.0900365643736
1998-09-01 12.2299720375674
1998-10-01 12.1761280423042
1998-11-01 12.3580577662119
1998-12-01 12.2540827521905
1999-01-01 12.3023901867861
1999-02-01 12.1535411390379
1999-03-01 12.2956464463690
1999-04-01 12.2220613038342
1999-05-01 12.2244392854394
1999-06-01 12.4817876958407
1999-07-01 12.7450106368037
1999-08-01 12.5981246870625
1999-09-01 12.5164079880999
1999-10-01 12.8320009403998
1999-11-01 12.8298257912558
1999-12-01 12.8264558869455
2000-01-01 12.6352550788679
2000-02-01 12.6858032905452
2000-03-01 12.7362382070016
2000-04-01 12.7028671091243
2000-05-01 12.7361992884676
2000-06-01 12.5689524975513
2000-07-01 12.5587213928580
2000-08-01 12.6169302426404
2000-09-01 12.6046167563371
2000-10-01 12.4715481209246
2000-11-01 12.5133427351883
2000-12-01 12.6914004852642
2001-01-01 12.5736537875284
2001-02-01 12.6048320762095
2001-03-01 12.5941425089261
2001-04-01 12.5989293556391
2001-05-01 12.5221651631763
2001-06-01 12.3534946813665
2001-07-01 12.5822280617369
2001-08-01 12.7417824675144
2001-09-01 12.5769742226756
2001-10-01 12.4173404838455
2001-11-01 12.4109945356546
2001-12-01 12.3677798916303
2002-01-01 12.6954487904019
2002-02-01 12.6082081254768
2002-03-01 12.6389299694090
2002-04-01 12.8168547306552
2002-05-01 12.8199477439708
2002-06-01 12.9483447687147
2002-07-01 12.8822307999711
2002-08-01 12.9473040070407
2002-09-01 13.0396570176724
2002-10-01 13.2773309318721
2002-11-01 13.3364244167976
2002-12-01 13.4752515613396
2003-01-01 13.0940660021444
2003-02-01 12.9989228898963
2003-03-01 13.0675326140114
2003-04-01 13.1412916411502
2003-05-01 13.1195983368590
2003-06-01 13.1387293366491
2003-07-01 12.8822959379277
2003-08-01 12.7510835406199
2003-09-01 12.7027279803810
2003-10-01 12.7487182283802
2003-11-01 12.6610677565216
2003-12-01 12.6897893190669
2004-01-01 12.4869656968628
2004-02-01 12.6024554829703
2004-03-01 12.4686560901836
2004-04-01 12.4769233844115
2004-05-01 12.6304883356266
2004-06-01 12.5197775806794
2004-07-01 12.6645208719660
2004-08-01 12.7440109313039
2004-09-01 12.7813685654568
2004-10-01 12.7408500003138
2004-11-01 12.6807991306147
2004-12-01 12.7048971930978
2005-01-01 12.8823728093106
2005-02-01 12.8073275017879
2005-03-01 12.8591034345871
2005-04-01 12.9142132125425
2005-05-01 12.8346590975445
2005-06-01 12.9022629647912
2005-07-01 13.0473714912833
2005-08-01 13.1310544736598
2005-09-01 13.2651843718096
2005-10-01 13.2555346205917
2005-11-01 13.2935608355859
2005-12-01 13.4167400760457
2006-01-01 13.5654460590817
2006-02-01 13.6172797650903
2006-03-01 13.6453085557334
2006-04-01 13.5382508335324
2006-05-01 13.5432929233287
2006-06-01 13.7857251003913
2006-07-01 13.6426369245756
2006-08-01 13.6264939489348
2006-09-01 13.6591191474577
2006-10-01 13.7804850110216
2006-11-01 13.6846989265860
2006-12-01 13.5185257713565
2007-01-01 13.7417437235325
2007-02-01 13.8175715147171
2007-03-01 14.0373894053023
2007-04-01 13.9540569287722
2007-05-01 14.0577508133660
2007-06-01 14.0770871398359
2007-07-01 14.0501483250800
2007-08-01 14.0407519235389
2007-09-01 13.8738499692843
2007-10-01 13.6867448039005
2007-11-01 13.7503890163077
2007-12-01 13.6066692482155
2008-01-01 13.3218739511137
2008-02-01 13.3107680107718
2008-03-01 13.4308247524197
2008-04-01 13.6625203154061
2008-05-01 13.5761013867794
2008-06-01 13.5809817161988
2008-07-01 13.4719992191949
2008-08-01 13.3703207844427
2008-09-01 13.2932247661117
2008-10-01 13.0871508034463
2008-11-01 12.9998103061627
2008-12-01 12.8779035093820
2009-01-01 12.9102805087784
2009-02-01 12.6896336312636
2009-03-01 12.5287297443499
2009-04-01 12.4711244697749
2009-05-01 12.3910962948750
2009-06-01 12.3057792085527
2009-07-01 12.0947664421457
2009-08-01 12.1009822569311
2009-09-01 12.1060308607036
2009-10-01 12.1807153643740
2009-11-01 12.1676643677846
2009-12-01 12.1616403573786
2010-01-01 11.9874987302266
2010-02-01 11.9572968457377
2010-03-01 11.9174343151223
2010-04-01 11.8664951349250
2010-05-01 11.8065389678004
2010-06-01 11.8438835823025
2010-07-01 12.0223169585884
2010-08-01 12.0241220040643
2010-09-01 11.9181845954705
2010-10-01 12.2836785321756
2010-11-01 12.2547173532736
2010-12-01 12.2503631479322
2011-01-01 12.9571532718601
2011-02-01 13.0129125548334
2011-03-01 12.9973793351852
2011-04-01 12.9584601326941
2011-05-01 12.9231643531441
2011-06-01 12.7921293386182
2011-07-01 13.0367040802897
2011-08-01 13.0352450875536
2011-09-01 13.2383196027445
2011-10-01 13.1882688748085
2011-11-01 13.2650782677450
2011-12-01 13.2489512080034
2012-01-01 13.1181916302007
2012-02-01 13.1640485911026
2012-03-01 13.2772913985856
2012-04-01 13.2456685894247
2012-05-01 13.4366088742885
2012-06-01 13.4378576705398
2012-07-01 13.4465051539107
2012-08-01 13.5369918452293
2012-09-01 13.6624217832295
2012-10-01 13.7050647046920
2012-11-01 13.6772056683601
2012-12-01 13.7406172143852
2013-01-01 13.8776351434387
2013-02-01 14.0270765981754
2013-03-01 14.1670305993547
2013-04-01 14.3384719712722
2013-05-01 14.6383033560471
2013-06-01 14.3742051898646
2013-07-01 14.1538552962311
2013-08-01 14.4370414047927
2013-09-01 14.2854126338163
2013-10-01 14.2178448336779
2013-11-01 14.1900627965856
2013-12-01 14.3327695759941
2014-01-01 14.5339742295240
2014-02-01 14.6053574330844
2014-03-01 14.6669247886847
2014-04-01 14.4326552409702
2014-05-01 14.3389456164307
2014-06-01 14.2960593360437
2014-07-01 14.3624304922357
2014-08-01 14.3373525036185
2014-09-01 14.3104123805449
2014-10-01 14.3228455092144
2014-11-01 14.2976333232395
2014-12-01 14.3124630365759
2015-01-01 14.3010619202150
2015-02-01 14.2961350669027
2015-03-01 14.1731907619122
2015-04-01 14.2340060214266
2015-05-01 14.2419738420005
2015-06-01 14.3158566789732
2015-07-01 14.4602775822422
2015-08-01 14.5398804019067
2015-09-01 14.6291148270459
2015-10-01 15.0115303975614
2015-11-01 14.8964210465443
2015-12-01 14.9889311137723
2016-01-01 14.9911929400698
2016-02-01 15.0009771491148
2016-03-01 15.0932842091496
2016-04-01 15.0322968218296
2016-05-01 15.1461485025017
2016-06-01 15.1214038484311
2016-07-01 15.0505125962202
2016-08-01 14.9433606924476
2016-09-01 15.1316123906978
2016-10-01 15.0937217556541
2016-11-01 15.1966473340029
2016-12-01 15.0732656386684
2017-01-01 15.1087479464825
2017-02-01 15.0164958668539
2017-03-01 15.1097932227063
2017-04-01 15.0311466152103
2017-05-01 15.0275735324610
2017-06-01 15.2177665206502
2017-07-01 15.0477873918365
2017-08-01 15.0476140539817
2017-09-01 15.0237227352020
2017-10-01 15.0711241821917
2017-11-01 14.9955799136936
2017-12-01 15.1805912176038
2018-01-01 15.2372880409278
2018-02-01 15.3392737970917
2018-03-01 15.3238187788085
2018-04-01 15.4177783523411
2018-05-01 15.4002104020437
2018-06-01 15.4026846929377
2018-07-01 15.5433465768577
2018-08-01 15.8501848148736
2018-09-01 15.5250422150788
2018-10-01 15.5576831949423
2018-11-01 15.5977341736830
2018-12-01 15.7027186684419
2019-01-01 15.5602082319647
2019-02-01 15.4532660975461
2019-03-01 15.5304960528488
2019-04-01 15.7011886508618
2019-05-01 15.6613160795154
2019-06-01 15.8007031468415
2019-07-01 15.8418111862208
2019-08-01 15.8490738123736
2019-09-01 15.9337029869071
2019-10-01 15.8563416631579
2019-11-01 15.7871135572193
2019-12-01 15.8321190747551
2020-01-01 15.7698592346035
2020-02-01 15.9602887933035
2020-03-01 16.0357840234455
2020-04-01 15.0857157913038
2020-05-01 15.2351046533222
2020-06-01 15.3991373647723
2020-07-01 15.1385843808000
2020-08-01 15.0499381806325
2020-09-01 15.3454066282453
2020-10-01 15.4634594142701
2020-11-01 15.4749399286685
2020-12-01 15.4555927323054
2021-01-01 15.5718591220177
2021-02-01 15.5619367551460
2021-03-01 15.6283421504557
2021-04-01 15.6747025744644
2021-05-01 15.7147158320925
2021-06-01 15.8098127867506
2021-07-01 15.8462872366790
2021-08-01 15.8474202436179
2021-09-01 15.9476292344618
2021-10-01 16.1760253645705
2021-11-01 16.3620041364816
2021-12-01 16.4737755380302
2022-01-01 16.5651046201490
2022-02-01 16.6628856588195
2022-03-01 16.8205110667992
2022-04-01 16.9593820008299
2022-05-01 17.2138091354660
2022-06-01 17.1194373355442
2022-07-01 17.2498997039961
2022-08-01 17.3436054774603
2022-09-01 17.2502973586603
2022-10-01 17.0940337873868
2022-11-01 17.2624609575123
2022-12-01 17.0751356757767
2023-01-01 17.2556201673210
2023-02-01 17.2581390746221
2023-03-01 17.2088334542828
2023-04-01 17.1467173192326
2023-05-01 17.1138385488508
2023-06-01 17.2464978347334
2023-07-01 17.2527593501566
2023-08-01 17.2336279309369
2023-09-01 17.1457309774213
2023-10-01 17.4101473716387
2023-11-01 17.4699747140300
2023-12-01 17.5706532989404
2024-01-01 17.5473739307002
2024-02-01 17.3508368721915
2024-03-01 17.6008144263682
2024-04-01 17.6376606947025
2024-05-01 17.5216200586671
2024-06-01 17.5626208814204
2024-07-01 17.5553911333173
2024-08-01 17.3284385935075
2024-09-01 17.6397435139035
2024-10-01 17.8200147310327
2024-11-01 17.3844815197228
2024-12-01 17.3594976672186
2025-01-01 17.2441009853357
2025-02-01 17.2452296551043
2025-03-01 17.1876114161948
2025-04-01 17.3353530741008
2025-05-01 17.5218951637332
2025-06-01 17.2794786712377
2025-07-01 17.0654598694423
2025-08-01 17.3262902929841
2025-09-01 17.2293467802592
2025-10-01 17.2180208948419
2025-11-01 17.2969615385108
2025-12-01 17.3530400066803
2026-01-01 17.4441195882708
2026-02-01 17.4439345266530
2026-03-01 17.4815728468241
2026-04-01 17.3333352734887
2026-05-01 17.4199299498916
2026-06-01 17.2837154241211
2026-07-01 17.3736000404198

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