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 2026-08-01
Last Updated 2026-09-18 10:57 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 12.7519839624
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 12.6366627260
1994-08-01 12.6715111704
1994-09-01 12.7628537088
1994-10-01 12.5322895084
1994-11-01 12.6409441720
1994-12-01 12.7117587297
1995-01-01 12.6357832016
1995-02-01 12.6587129381
1995-03-01 12.6932664535
1995-04-01 12.8502634131
1995-05-01 12.6377155579
1995-06-01 12.7813354231
1995-07-01 12.7303357384
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 12.1447763209
1996-02-01 11.9694716344
1996-03-01 11.7811331693
1996-04-01 11.6540242112
1996-05-01 11.7730970470
1996-06-01 11.6765861159
1996-07-01 11.5207740241
1996-08-01 11.5196937844
1996-09-01 11.3026129561
1996-10-01 12.0387699111
1996-11-01 11.8346443557
1996-12-01 11.7532097587
1997-01-01 11.9583951062
1997-02-01 12.0969172877
1997-03-01 12.1786076940
1997-04-01 11.7479285001
1997-05-01 11.8905205678
1997-06-01 11.7713574366
1997-07-01 12.1277958978
1997-08-01 12.0074531418
1997-09-01 11.7209691276
1997-10-01 11.6159654394
1997-11-01 11.4842740981
1997-12-01 11.4608737001
1998-01-01 11.9761166604
1998-02-01 11.8236993135
1998-03-01 11.8718719396
1998-04-01 12.1451021952
1998-05-01 12.1176014735
1998-06-01 12.1827496744
1998-07-01 11.8226314930
1998-08-01 12.0900365644
1998-09-01 12.2299720380
1998-10-01 12.1761280427
1998-11-01 12.3580577664
1998-12-01 12.2540827526
1999-01-01 12.3023901860
1999-02-01 12.1535411385
1999-03-01 12.2956464458
1999-04-01 12.2220613034
1999-05-01 12.2244392852
1999-06-01 12.4817876958
1999-07-01 12.7450106372
1999-08-01 12.5981246873
1999-09-01 12.5164079891
1999-10-01 12.8320009415
1999-11-01 12.8298257923
1999-12-01 12.8264558886
2000-01-01 12.6352550790
2000-02-01 12.6858032826
2000-03-01 12.7362382078
2000-04-01 12.7028671099
2000-05-01 12.7361992892
2000-06-01 12.5689524965
2000-07-01 12.5587213936
2000-08-01 12.6169302427
2000-09-01 12.6046167574
2000-10-01 12.4715481223
2000-11-01 12.5133427371
2000-12-01 12.6914004892
2001-01-01 12.5736537903
2001-02-01 12.6048320627
2001-03-01 12.5941425121
2001-04-01 12.5989293572
2001-05-01 12.5221651629
2001-06-01 12.3534946765
2001-07-01 12.5822280597
2001-08-01 12.7417824656
2001-09-01 12.5769742235
2001-10-01 12.4173404873
2001-11-01 12.4109945420
2001-12-01 12.3677799023
2002-01-01 12.6954488012
2002-02-01 12.6082081092
2002-03-01 12.6389299733
2002-04-01 12.8168547260
2002-05-01 12.8199477323
2002-06-01 12.9483447498
2002-07-01 12.8822307906
2002-08-01 12.9473040081
2002-09-01 13.0396570318
2002-10-01 13.2773309538
2002-11-01 13.3364244382
2002-12-01 13.4752515811
2003-01-01 13.0940660137
2003-02-01 12.9989228649
2003-03-01 13.0675326068
2003-04-01 13.1412916297
2003-05-01 13.1195983283
2003-06-01 13.1387291905
2003-07-01 12.8822959560
2003-08-01 12.7510835841
2003-09-01 12.7027280454
2003-10-01 12.7487182981
2003-11-01 12.6610678068
2003-12-01 12.6897893739
2004-01-01 12.4869656855
2004-02-01 12.6024554210
2004-03-01 12.4686559911
2004-04-01 12.4769233535
2004-05-01 12.6304883257
2004-06-01 12.5197773067
2004-07-01 12.6645209161
2004-08-01 12.7440110261
2004-09-01 12.7813686977
2004-10-01 12.7408502593
2004-11-01 12.6807992845
2004-12-01 12.7048974077
2005-01-01 12.8823726842
2005-02-01 12.8073269303
2005-03-01 12.8591034171
2005-04-01 12.9142130473
2005-05-01 12.8346591743
2005-06-01 12.9022626167
2005-07-01 13.0473716014
2005-08-01 13.1310546532
2005-09-01 13.2651846153
2005-10-01 13.2555351218
2005-11-01 13.2935611322
2005-12-01 13.4167404566
2006-01-01 13.5654457825
2006-02-01 13.6172786108
2006-03-01 13.6453085262
2006-04-01 13.5382504438
2006-05-01 13.5432930188
2006-06-01 13.7857247833
2006-07-01 13.6426371034
2006-08-01 13.6264942570
2006-09-01 13.6591195824
2006-10-01 13.7804858498
2006-11-01 13.6846994444
2006-12-01 13.5185263181
2007-01-01 13.7417432665
2007-02-01 13.8175696895
2007-03-01 14.0373892991
2007-04-01 13.9540562059
2007-05-01 14.0577508533
2007-06-01 14.0770867915
2007-07-01 14.0501485654
2007-08-01 14.0407524379
2007-09-01 13.8738507500
2007-10-01 13.6867455702
2007-11-01 13.7503903395
2007-12-01 13.6066708786
2008-01-01 13.3218724836
2008-02-01 13.3107654582
2008-03-01 13.4308241643
2008-04-01 13.6625193035
2008-05-01 13.5761012846
2008-06-01 13.5809814421
2008-07-01 13.4719995671
2008-08-01 13.3703215411
2008-09-01 13.2932259226
2008-10-01 13.0871515223
2008-11-01 12.9998124633
2008-12-01 12.8779062168
2009-01-01 12.9102780510
2009-02-01 12.6896303576
2009-03-01 12.5287287256
2009-04-01 12.4711231557
2009-05-01 12.3910960417
2009-06-01 12.3057790111
2009-07-01 12.0947669031
2009-08-01 12.1009832378
2009-09-01 12.1060323505
2009-10-01 12.1807158570
2009-11-01 12.1676672503
2009-12-01 12.1616440028
2010-01-01 11.9874953892
2010-02-01 11.9572933780
2010-03-01 11.9174327608
2010-04-01 11.8664937001
2010-05-01 11.8065385440
2010-06-01 11.8438834643
2010-07-01 12.0223175161
2010-08-01 12.0241231382
2010-09-01 11.9181861456
2010-10-01 12.2836790141
2010-11-01 12.2547205218
2010-12-01 12.2503666355
2011-01-01 12.9571500020
2011-02-01 13.0129092940
2011-03-01 12.9973775364
2011-04-01 12.9584587819
2011-05-01 12.9231638488
2011-06-01 12.7921291774
2011-07-01 13.0367046220
2011-08-01 13.0352462180
2011-09-01 13.2383210072
2011-10-01 13.1882691320
2011-11-01 13.2650815606
2011-12-01 13.2489545201
2012-01-01 13.1181885163
2012-02-01 13.1640457383
2012-03-01 13.2772895534
2012-04-01 13.2456675416
2012-05-01 13.4366084189
2012-06-01 13.4378575189
2012-07-01 13.4465056224
2012-08-01 13.5369927956
2012-09-01 13.6624227788
2012-10-01 13.7050650896
2012-11-01 13.6772084620
2012-12-01 13.7406194562
2013-01-01 13.8776330862
2013-02-01 14.0270742909
2013-03-01 14.1670291655
2013-04-01 14.3384711593
2013-05-01 14.6383029466
2013-06-01 14.3742050275
2013-07-01 14.1538556488
2013-08-01 14.4370418712
2013-09-01 14.2854134724
2013-10-01 14.2178455422
2013-11-01 14.1900649657
2013-12-01 14.3327707512
2014-01-01 14.5339730920
2014-02-01 14.6053556839
2014-03-01 14.6669236725
2014-04-01 14.4326546421
2014-05-01 14.3389454225
2014-06-01 14.2960580001
2014-07-01 14.3624310868
2014-08-01 14.3373528533
2014-09-01 14.3104134617
2014-10-01 14.3228469691
2014-11-01 14.2976352489
2014-12-01 14.3124633133
2015-01-01 14.3010615932
2015-02-01 14.2961335168
2015-03-01 14.1731894201
2015-04-01 14.2340050669
2015-05-01 14.2419733352
2015-06-01 14.3158537932
2015-07-01 14.4602780388
2015-08-01 14.5398813287
2015-09-01 14.6291167226
2015-10-01 15.0115332424
2015-11-01 14.8964250189
2015-12-01 14.9889317887
2016-01-01 14.9911963703
2016-02-01 15.0009666611
2016-03-01 15.0932814580
2016-04-01 15.0322975888
2016-05-01 15.1461488508
2016-06-01 15.1213998194
2016-07-01 15.0505124276
2016-08-01 14.9433609807
2016-09-01 15.1316198986
2016-10-01 15.0937229458
2016-11-01 15.1966492587
2016-12-01 15.0732617177
2017-01-01 15.1087754437
2017-02-01 15.0164709499
2017-03-01 15.1097844197
2017-04-01 15.0311470011
2017-05-01 15.0275735843
2017-06-01 15.2177617944
2017-07-01 15.0477858978
2017-08-01 15.0476188862
2017-09-01 15.0237344435
2017-10-01 15.0711220988
2017-11-01 14.9955787116
2017-12-01 15.1805824660
2018-01-01 15.2373400394
2018-02-01 15.3392351498
2018-03-01 15.3238043791
2018-04-01 15.4177785380
2018-05-01 15.4002103200
2018-06-01 15.4026797174
2018-07-01 15.5433445394
2018-08-01 15.8501945612
2018-09-01 15.5250582214
2018-10-01 15.5576769981
2018-11-01 15.5977286750
2018-12-01 15.7027056715
2019-01-01 15.5602810433
2019-02-01 15.4532214548
2019-03-01 15.5304754973
2019-04-01 15.7011875062
2019-05-01 15.6612796970
2019-06-01 15.8007094215
2019-07-01 15.8418257532
2019-08-01 15.8491119586
2019-09-01 15.9337437027
2019-10-01 15.8562911515
2019-11-01 15.7871272986
2019-12-01 15.8320898456
2020-01-01 15.7699345782
2020-02-01 15.9602373367
2020-03-01 16.0357517001
2020-04-01 15.0857048499
2020-05-01 15.2350283549
2020-06-01 15.3991605210
2020-07-01 15.1386284735
2020-08-01 15.0500160390
2020-09-01 15.3454860832
2020-10-01 15.4633752602
2020-11-01 15.4749778524
2020-12-01 15.4555542579
2021-01-01 15.5719466736
2021-02-01 15.5618062616
2021-03-01 15.6283068675
2021-04-01 15.6746834541
2021-05-01 15.7145831900
2021-06-01 15.8098077117
2021-07-01 15.8462862689
2021-08-01 15.8478356002
2021-09-01 15.9476667341
2021-10-01 16.1758456902
2021-11-01 16.3620145067
2021-12-01 16.4737223173
2022-01-01 16.5652040476
2022-02-01 16.6627191516
2022-03-01 16.8205102599
2022-04-01 16.9593591036
2022-05-01 17.2136556064
2022-06-01 17.1193568443
2022-07-01 17.2498517070
2022-08-01 17.3443171707
2022-09-01 17.2502706775
2022-10-01 17.0938075552
2022-11-01 17.2624270940
2022-12-01 17.0750816757
2023-01-01 17.2557227201
2023-02-01 17.2579343861
2023-03-01 17.2088687873
2023-04-01 17.1466937885
2023-05-01 17.1136660154
2023-06-01 17.2463415785
2023-07-01 17.2526644942
2023-08-01 17.2346394011
2023-09-01 17.1456464995
2023-10-01 17.4098771629
2023-11-01 17.4698917256
2023-12-01 17.5705928075
2024-01-01 17.5475113612
2024-02-01 17.3506999769
2024-03-01 17.6008525067
2024-04-01 17.6375907477
2024-05-01 17.5213240112
2024-06-01 17.5619735597
2024-07-01 17.5544329044
2024-08-01 17.3312917424
2024-09-01 17.6396032627
2024-10-01 17.8197538076
2024-11-01 17.3843225723
2024-12-01 17.3593839520
2025-01-01 17.2441710335
2025-02-01 17.2450731940
2025-03-01 17.1876857808
2025-04-01 17.3352884505
2025-05-01 17.5214932259
2025-06-01 17.2782961703
2025-07-01 17.0634375817
2025-08-01 17.3308918066
2025-09-01 17.2291709974
2025-10-01 17.2177907386
2025-11-01 17.2967518600
2025-12-01 17.3529085312
2026-01-01 17.4441597992
2026-02-01 17.4438665487
2026-03-01 17.4817164596
2026-04-01 17.3333041167
2026-05-01 17.4194351983
2026-06-01 17.2819460642
2026-07-01 17.3703832746
2026-08-01 16.6345975635

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