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 2026-09-01
Last Updated 2026-10-20 10:04 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 11.7713005080
1990-02-01 11.9427909112
1990-03-01 11.7880787064
1990-04-01 12.0264439358
1990-05-01 12.0516632141
1990-06-01 12.1674003106
1990-07-01 12.1786250651
1990-08-01 12.1383468244
1990-09-01 12.1700881462
1990-10-01 12.1166531548
1990-11-01 12.3958395568
1990-12-01 12.3386191828
1991-01-01 12.3899751761
1991-02-01 12.1415350639
1991-03-01 12.3894734850
1991-04-01 12.0304810061
1991-05-01 12.0559972528
1991-06-01 11.8607550543
1991-07-01 11.8739483149
1991-08-01 12.0301233470
1991-09-01 12.0620877208
1991-10-01 12.1219976028
1991-11-01 12.0936521603
1991-12-01 11.9253492374
1992-01-01 12.2202542144
1992-02-01 12.2498012798
1992-03-01 12.3854060548
1992-04-01 12.5311917923
1992-05-01 12.5728251886
1992-06-01 12.6482403153
1992-07-01 12.6659518279
1992-08-01 12.6141788206
1992-09-01 12.6539573728
1992-10-01 12.7197926932
1992-11-01 12.5889938285
1992-12-01 12.6073511436
1993-01-01 12.7653320872
1993-02-01 12.8602040692
1993-03-01 12.8948119055
1993-04-01 12.7310941982
1993-05-01 12.7892768068
1993-06-01 12.5181929992
1993-07-01 12.8566910522
1993-08-01 12.8016616301
1993-09-01 12.7519839623
1993-10-01 12.8274378170
1993-11-01 12.6682086466
1993-12-01 12.8027214019
1994-01-01 12.6040412679
1994-02-01 12.3607911104
1994-03-01 12.5882037169
1994-04-01 12.9460703345
1994-05-01 12.7175547588
1994-06-01 13.0014784761
1994-07-01 12.6366627259
1994-08-01 12.6715111703
1994-09-01 12.7628537087
1994-10-01 12.5322895084
1994-11-01 12.6409441719
1994-12-01 12.7117587297
1995-01-01 12.6357832018
1995-02-01 12.6587129382
1995-03-01 12.6932664536
1995-04-01 12.8502634131
1995-05-01 12.6377155579
1995-06-01 12.7813354231
1995-07-01 12.7303357382
1995-08-01 12.6479554576
1995-09-01 12.5752352556
1995-10-01 12.5493296916
1995-11-01 12.4902276248
1995-12-01 12.4346499944
1996-01-01 12.1447763213
1996-02-01 11.9694716344
1996-03-01 11.7811331694
1996-04-01 11.6540242112
1996-05-01 11.7730970471
1996-06-01 11.6765861159
1996-07-01 11.5207740234
1996-08-01 11.5196937845
1996-09-01 11.3026129561
1996-10-01 12.0387699111
1996-11-01 11.8346443557
1996-12-01 11.7532097587
1997-01-01 11.9583951066
1997-02-01 12.0969172877
1997-03-01 12.1786076942
1997-04-01 11.7479285004
1997-05-01 11.8905205681
1997-06-01 11.7713574370
1997-07-01 12.1277958966
1997-08-01 12.0074531417
1997-09-01 11.7209691270
1997-10-01 11.6159654387
1997-11-01 11.4842740976
1997-12-01 11.4608737001
1998-01-01 11.9761166614
1998-02-01 11.8236993144
1998-03-01 11.8718719408
1998-04-01 12.1451021963
1998-05-01 12.1176014743
1998-06-01 12.1827496749
1998-07-01 11.8226314907
1998-08-01 12.0900365641
1998-09-01 12.2299720353
1998-10-01 12.1761280400
1998-11-01 12.3580577649
1998-12-01 12.2540827502
1999-01-01 12.3023901913
1999-02-01 12.1535411420
1999-03-01 12.2956464494
1999-04-01 12.2220613062
1999-05-01 12.2244392867
1999-06-01 12.4817876963
1999-07-01 12.7450106345
1999-08-01 12.5981246860
1999-09-01 12.5164079823
1999-10-01 12.8320009343
1999-11-01 12.8298257853
1999-12-01 12.8264558775
2000-01-01 12.6352550780
2000-02-01 12.6858033346
2000-03-01 12.7362382026
2000-04-01 12.7028671050
2000-05-01 12.7361992845
2000-06-01 12.5689525034
2000-07-01 12.5587213887
2000-08-01 12.6169302423
2000-09-01 12.6046167505
2000-10-01 12.4715481135
2000-11-01 12.5133427247
2000-12-01 12.6914004633
2001-01-01 12.5736537719
2001-02-01 12.6048321513
2001-03-01 12.5941424914
2001-04-01 12.5989293472
2001-05-01 12.5221651645
2001-06-01 12.3534947086
2001-07-01 12.5822280728
2001-08-01 12.7417824784
2001-09-01 12.5769742183
2001-10-01 12.4173404647
2001-11-01 12.4109945005
2001-12-01 12.3677798321
2002-01-01 12.6954487305
2002-02-01 12.6082082162
2002-03-01 12.6389299479
2002-04-01 12.8168547566
2002-05-01 12.8199478088
2002-06-01 12.9483448738
2002-07-01 12.8822308519
2002-08-01 12.9473040010
2002-09-01 13.0396569394
2002-10-01 13.2773308100
2002-11-01 13.3364242979
2002-12-01 13.4752514518
2003-01-01 13.0940659380
2003-02-01 12.9989230288
2003-03-01 13.0675326541
2003-04-01 13.1412917046
2003-05-01 13.1195983843
2003-06-01 13.1387301487
2003-07-01 12.8822958376
2003-08-01 12.7510832988
2003-09-01 12.7027276194
2003-10-01 12.7487178411
2003-11-01 12.6610674772
2003-12-01 12.6897890143
2004-01-01 12.4869657599
2004-02-01 12.6024558273
2004-03-01 12.4686566407
2004-04-01 12.4769235563
2004-05-01 12.6304883910
2004-06-01 12.5197791029
2004-07-01 12.6645206271
2004-08-01 12.7440104050
2004-09-01 12.7813678308
2004-10-01 12.7408485606
2004-11-01 12.6807982756
2004-12-01 12.7048960004
2005-01-01 12.8823735048
2005-02-01 12.8073306766
2005-03-01 12.8591035320
2005-04-01 12.9142141310
2005-05-01 12.8346586714
2005-06-01 12.9022648989
2005-07-01 13.0473708794
2005-08-01 13.1310534762
2005-09-01 13.2651830189
2005-10-01 13.2555318340
2005-11-01 13.2935591872
2005-12-01 13.4167379613
2006-01-01 13.5654475972
2006-02-01 13.6172861782
2006-03-01 13.6453087213
2006-04-01 13.5382529999
2006-05-01 13.5432923941
2006-06-01 13.7857268626
2006-07-01 13.6426359305
2006-08-01 13.6264922359
2006-09-01 13.6591167293
2006-10-01 13.7804803470
2006-11-01 13.6846960489
2006-12-01 13.5185227335
2007-01-01 13.7417462655
2007-02-01 13.8175816563
2007-03-01 14.0373899987
2007-04-01 13.9540609481
2007-05-01 14.0577505937
2007-06-01 14.0770890758
2007-07-01 14.0501469892
2007-08-01 14.0407490641
2007-09-01 13.8738456048
2007-10-01 13.6867405567
2007-11-01 13.7503816688
2007-12-01 13.6066601961
2008-01-01 13.3218821194
2008-02-01 13.3107821991
2008-03-01 13.4308280212
2008-04-01 13.6625259323
2008-05-01 13.5761019440
2008-06-01 13.5809832159
2008-07-01 13.4719972809
2008-08-01 13.3703165793
2008-09-01 13.2932182945
2008-10-01 13.0871468459
2008-11-01 12.9997983499
2008-12-01 12.8778885045
2009-01-01 12.9102942148
2009-02-01 12.6896518420
2009-03-01 12.5287353952
2009-04-01 12.4711317281
2009-05-01 12.3910976382
2009-06-01 12.3057802196
2009-07-01 12.0947638500
2009-08-01 12.1009768036
2009-09-01 12.1060225293
2009-10-01 12.1807127107
2009-11-01 12.1676484397
2009-12-01 12.1616202208
2010-01-01 11.9875174416
2010-02-01 11.9573162049
2010-03-01 11.9174429608
2010-04-01 11.8665030264
2010-05-01 11.8065409108
2010-06-01 11.8438839367
2010-07-01 12.0223135153
2010-08-01 12.0241163399
2010-09-01 11.9181756684
2010-10-01 12.2836762616
2010-11-01 12.2547003871
2010-12-01 12.2503436932
2011-01-01 12.9571712858
2011-02-01 13.0129317893
2011-03-01 12.9973885352
2011-04-01 12.9584668780
2011-05-01 12.9231660553
2011-06-01 12.7921297521
2011-07-01 13.0367006637
2011-08-01 13.0352404398
2011-09-01 13.2383115391
2011-10-01 13.1882683747
2011-11-01 13.2650613105
2011-12-01 13.2489329244
2012-01-01 13.1182091019
2012-02-01 13.1640669517
2012-03-01 13.2772997658
2012-04-01 13.2456719264
2012-05-01 13.4366081748
2012-06-01 13.4378565739
2012-07-01 13.4465014091
2012-08-01 13.5369892783
2012-09-01 13.6624167816
2012-10-01 13.7050659998
2012-11-01 13.6771934280
2012-12-01 13.7406068348
2013-01-01 13.8776493873
2013-02-01 14.0270946737
2013-03-01 14.1670345843
2013-04-01 14.3384686951
2013-05-01 14.6382936861
2013-06-01 14.3741934070
2013-07-01 14.1538419466
2013-08-01 14.4370717685
2013-09-01 14.2854075384
2013-10-01 14.2178482993
2013-11-01 14.1900572974
2013-12-01 14.3327688861
2014-01-01 14.5339854442
2014-02-01 14.6053707439
2014-03-01 14.6669237187
2014-04-01 14.4326487564
2014-05-01 14.3389358820
2014-06-01 14.2959765032
2014-07-01 14.3624251875
2014-08-01 14.3374345223
2014-09-01 14.3104237510
2014-10-01 14.3228621247
2014-11-01 14.2976503298
2014-12-01 14.3124645656
2015-01-01 14.3010545413
2015-02-01 14.2961262965
2015-03-01 14.1731704129
2015-04-01 14.2339888971
2015-05-01 14.2419652163
2015-06-01 14.3157083260
2015-07-01 14.4602872410
2015-08-01 14.5400324172
2015-09-01 14.6291528830
2015-10-01 15.0115653454
2015-11-01 14.8964576869
2015-12-01 14.9890044959
2016-01-01 14.9911845132
2016-02-01 15.0007802390
2016-03-01 15.0932008308
2016-04-01 15.0323088727
2016-05-01 15.1461731709
2016-06-01 15.1212104054
2016-07-01 15.0505548452
2016-08-01 14.9435587487
2016-09-01 15.1317228174
2016-10-01 15.0938005867
2016-11-01 15.1967524570
2016-12-01 15.0734777635
2017-01-01 15.1084788327
2017-02-01 15.0161467773
2017-03-01 15.1096318708
2017-04-01 15.0312611286
2017-05-01 15.0276503026
2017-06-01 15.2174845207
2017-07-01 15.0478330214
2017-08-01 15.0478069899
2017-09-01 15.0239172995
2017-10-01 15.0712973835
2017-11-01 14.9958287542
2017-12-01 15.1810400529
2018-01-01 15.2368323159
2018-02-01 15.3387933990
2018-03-01 15.3235173234
2018-04-01 15.4178583647
2018-05-01 15.4001798012
2018-06-01 15.4021912700
2018-07-01 15.5433562495
2018-08-01 15.8503610987
2018-09-01 15.5254211038
2018-10-01 15.5580983101
2018-11-01 15.5983142506
2018-12-01 15.7035148197
2019-01-01 15.5596821916
2019-02-01 15.4528839844
2019-03-01 15.5300782168
2019-04-01 15.7011042724
2019-05-01 15.6599405044
2019-06-01 15.8000504486
2019-07-01 15.8418244874
2019-08-01 15.8492624662
2019-09-01 15.9341251924
2019-10-01 15.8582333906
2019-11-01 15.7875208270
2019-12-01 15.8344939982
2020-01-01 15.7691671770
2020-02-01 15.9597576397
2020-03-01 16.0349288839
2020-04-01 15.0848694597
2020-05-01 15.2317771873
2020-06-01 15.3976789386
2020-07-01 15.1376917087
2020-08-01 15.0489355020
2020-09-01 15.3527686402
2020-10-01 15.4655136100
2020-11-01 15.4739393025
2020-12-01 15.4582590055
2021-01-01 15.5697049304
2021-02-01 15.5669058204
2021-03-01 15.6251810623
2021-04-01 15.6711962808
2021-05-01 15.7074084249
2021-06-01 15.8054694672
2021-07-01 15.8424438681
2021-08-01 15.8522648874
2021-09-01 15.9618512246
2021-10-01 16.1786569667
2021-11-01 16.3597541506
2021-12-01 16.4770826902
2022-01-01 16.5619032706
2022-02-01 16.6730355416
2022-03-01 16.8141332515
2022-04-01 16.9515507241
2022-05-01 17.2011590325
2022-06-01 17.1108885561
2022-07-01 17.2423200753
2022-08-01 17.3553008703
2022-09-01 17.2734151615
2022-10-01 17.0982518219
2022-11-01 17.2614950614
2022-12-01 17.0795082429
2023-01-01 17.2529110036
2023-02-01 17.2740231124
2023-03-01 17.1988132004
2023-04-01 17.1325497035
2023-05-01 17.0911348627
2023-06-01 17.2252704031
2023-07-01 17.2428263027
2023-08-01 17.2572673097
2023-09-01 17.1777442820
2023-10-01 17.4220767262
2023-11-01 17.4737698719
2023-12-01 17.5777957902
2024-01-01 17.5457227613
2024-02-01 17.3651566003
2024-03-01 17.5864918542
2024-04-01 17.6161466048
2024-05-01 17.4889808748
2024-06-01 17.5276719651
2024-07-01 17.5419638665
2024-08-01 17.3640256606
2024-09-01 17.6842118804
2024-10-01 17.8396455173
2024-11-01 17.3941601779
2024-12-01 17.3680673196
2025-01-01 17.2431268328
2025-02-01 17.2594063405
2025-03-01 17.1687807813
2025-04-01 17.3065341274
2025-05-01 17.4792999521
2025-06-01 17.2290024587
2025-07-01 17.0490594263
2025-08-01 17.3782951378
2025-09-01 17.2801854916
2025-10-01 17.2462323186
2025-11-01 17.3127363457
2025-12-01 17.3630306851
2026-01-01 17.4438463157
2026-02-01 17.4532320707
2026-03-01 17.4592571138
2026-04-01 17.2990388474
2026-05-01 17.3712622216
2026-06-01 17.2249352821
2026-07-01 17.3542926923
2026-08-01 16.6901061799
2026-09-01 16.9834272018

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