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 2026-04-01
Last Updated 2026-05-26 2:32 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 11.7713005080372
1990-02-01 11.9427909111817
1990-03-01 11.7880787063851
1990-04-01 12.0264439357725
1990-05-01 12.0516632140547
1990-06-01 12.1674003106420
1990-07-01 12.1786250651172
1990-08-01 12.1383468243965
1990-09-01 12.1700881462352
1990-10-01 12.1166531547790
1990-11-01 12.3958395568083
1990-12-01 12.3386191828113
1991-01-01 12.3899751760827
1991-02-01 12.1415350639145
1991-03-01 12.3894734849957
1991-04-01 12.0304810061323
1991-05-01 12.0559972528370
1991-06-01 11.8607550542862
1991-07-01 11.8739483148971
1991-08-01 12.0301233469711
1991-09-01 12.0620877208078
1991-10-01 12.1219976028013
1991-11-01 12.0936521603432
1991-12-01 11.9253492374344
1992-01-01 12.2202542143523
1992-02-01 12.2498012798071
1992-03-01 12.3854060548126
1992-04-01 12.5311917922869
1992-05-01 12.5728251886269
1992-06-01 12.6482403152462
1992-07-01 12.6659518278854
1992-08-01 12.6141788205863
1992-09-01 12.6539573728728
1992-10-01 12.7197926932717
1992-11-01 12.5889938285300
1992-12-01 12.6073511435547
1993-01-01 12.7653320871224
1993-02-01 12.8602040691632
1993-03-01 12.8948119053905
1993-04-01 12.7310941980998
1993-05-01 12.7892768068104
1993-06-01 12.5181929992776
1993-07-01 12.8566910522662
1993-08-01 12.8016616302813
1993-09-01 12.7519839625257
1993-10-01 12.8274378171241
1993-11-01 12.6682086466640
1993-12-01 12.8027214018238
1994-01-01 12.6040412677309
1994-02-01 12.3607911101508
1994-03-01 12.5882037165230
1994-04-01 12.9460703343339
1994-05-01 12.7175547588653
1994-06-01 13.0014784762455
1994-07-01 12.6366627263945
1994-08-01 12.6715111707854
1994-09-01 12.7628537091620
1994-10-01 12.5322895087553
1994-11-01 12.6409441721450
1994-12-01 12.7117587297674
1995-01-01 12.6357831998376
1995-02-01 12.6587129378058
1995-03-01 12.6932664528793
1995-04-01 12.8502634127082
1995-05-01 12.6377155578898
1995-06-01 12.7813354232723
1995-07-01 12.7303357408165
1995-08-01 12.6479554580900
1995-09-01 12.5752352560808
1995-10-01 12.5493296918993
1995-11-01 12.4902276249367
1995-12-01 12.4346499944907
1996-01-01 12.1447763175875
1996-02-01 11.9694716340065
1996-03-01 11.7811331685281
1996-04-01 11.6540242105251
1996-05-01 11.7730970464647
1996-06-01 11.6765861151312
1996-07-01 11.5207740316590
1996-08-01 11.5196937839099
1996-09-01 11.3026129558954
1996-10-01 12.0387699113003
1996-11-01 11.8346443561902
1996-12-01 11.7532097593984
1997-01-01 11.9583951017756
1997-02-01 12.0969172874572
1997-03-01 12.1786076922745
1997-04-01 11.7479284972265
1997-05-01 11.8905205640572
1997-06-01 11.7713574327099
1997-07-01 12.1277959096324
1997-08-01 12.0074531434068
1997-09-01 11.7209691333294
1997-10-01 11.6159654465190
1997-11-01 11.4842741029695
1997-12-01 11.4608737003978
1998-01-01 11.9761166506303
1998-02-01 11.8236993045387
1998-03-01 11.8718719281339
1998-04-01 12.1451021839179
1998-05-01 12.1176014654354
1998-06-01 12.1827496687798
1998-07-01 11.8226315151866
1998-08-01 12.0900365676263
1998-09-01 12.2299720650555
1998-10-01 12.1761280701364
1998-11-01 12.3580577813265
1998-12-01 12.2540827765854
1999-01-01 12.3023901336672
1999-02-01 12.1535411043800
1999-03-01 12.2956464102653
1999-04-01 12.2220612754919
1999-05-01 12.2244392705047
1999-06-01 12.4817876901311
1999-07-01 12.7450106645399
1999-08-01 12.5981246994332
1999-09-01 12.5164080568821
1999-10-01 12.8320010136338
1999-11-01 12.8298258619675
1999-12-01 12.8264559999291
2000-01-01 12.6352550889591
2000-02-01 12.6858027656788
2000-03-01 12.7362382594926
2000-04-01 12.7028671586066
2000-05-01 12.7361993359645
2000-06-01 12.5689524266876
2000-07-01 12.5587214427026
2000-08-01 12.6169302470616
2000-09-01 12.6046168255964
2000-10-01 12.4715482087462
2000-11-01 12.5133428607205
2000-12-01 12.6914007472375
2001-01-01 12.5736539743263
2001-02-01 12.6048311821760
2001-03-01 12.5941427180147
2001-04-01 12.5989294558953
2001-05-01 12.5221651476180
2001-06-01 12.3534943548899
2001-07-01 12.5822279295632
2001-08-01 12.7417823374345
2001-09-01 12.5769742744069
2001-10-01 12.4173407115968
2001-11-01 12.4109949542029
2001-12-01 12.3677806015587
2002-01-01 12.6954495040831
2002-02-01 12.6082070458220
2002-03-01 12.6389302260029
2002-04-01 12.8168544215413
2002-05-01 12.8199469713051
2002-06-01 12.9483435141194
2002-07-01 12.8822301809872
2002-08-01 12.9473040784815
2002-09-01 13.0396579509849
2002-10-01 13.2773323852469
2002-11-01 13.3364258350553
2002-12-01 13.4752528687577
2003-01-01 13.0940667672992
2003-02-01 12.9989212352458
2003-03-01 13.0675321358172
2003-04-01 13.1412908839032
2003-05-01 13.1195977708792
2003-06-01 13.1387196503623
2003-07-01 12.8822971343124
2003-08-01 12.7510864232074
2003-09-01 12.7027322845563
2003-10-01 12.7487228474526
2003-11-01 12.6610710893428
2003-12-01 12.6897929532334
2004-01-01 12.4869649482304
2004-02-01 12.6024513807532
2004-03-01 12.4686495219969
2004-04-01 12.4769213336872
2004-05-01 12.6304876732921
2004-06-01 12.5197594251574
2004-07-01 12.6645237918461
2004-08-01 12.7440172076677
2004-09-01 12.7813773258297
2004-10-01 12.7408671568362
2004-11-01 12.6808093318127
2004-12-01 12.7049114134712
2005-01-01 12.8823645315873
2005-02-01 12.8072896738861
2005-03-01 12.8591022732259
2005-04-01 12.9142022101403
2005-05-01 12.8346641858126
2005-06-01 12.9022399049629
2005-07-01 13.0473787913414
2005-08-01 13.1310663677282
2005-09-01 13.2652005031187
2005-10-01 13.2555678232231
2005-11-01 13.2935804970986
2005-12-01 13.4167652901608
2006-01-01 13.5654277488033
2006-02-01 13.6172033547138
2006-03-01 13.6453065912084
2006-04-01 13.5382249049037
2006-05-01 13.5432992513307
2006-06-01 13.7857040951624
2006-07-01 13.6426487787059
2006-08-01 13.6265143685271
2006-09-01 13.6591479713762
2006-10-01 13.7805405804108
2006-11-01 13.6847332445200
2006-12-01 13.5185619983357
2007-01-01 13.7417134640255
2007-02-01 13.8174506813141
2007-03-01 14.0373823599426
2007-04-01 13.9540088648616
2007-05-01 14.0577534566712
2007-06-01 14.0770640620443
2007-07-01 14.0501642463897
2007-08-01 14.0407860054985
2007-09-01 13.8739018035793
2007-10-01 13.6867955451599
2007-11-01 13.7504766829761
2007-12-01 13.6067772565861
2008-01-01 13.3217767270148
2008-02-01 13.3105989734995
2008-03-01 13.4307857713071
2008-04-01 13.6624531044323
2008-05-01 13.5760946377241
2008-06-01 13.5809635810456
2008-07-01 13.4720222837698
2008-08-01 13.3703709104310
2008-09-01 13.2933015657322
2008-10-01 13.0871983278839
2008-11-01 12.9999531639373
2008-12-01 12.8780828286593
2009-01-01 12.9101176547028
2009-02-01 12.6894168296161
2009-03-01 12.5286622678349
2009-04-01 12.4710373013537
2009-05-01 12.3910796154314
2009-06-01 12.3057662308819
2009-07-01 12.0947970284987
2009-08-01 12.1010471959612
2009-09-01 12.1061297339898
2009-10-01 12.1807477287425
2009-11-01 12.1678551364905
2009-12-01 12.1618817353833
2010-01-01 11.9872773418974
2010-02-01 11.9570672047907
2010-03-01 11.9173314362346
2010-04-01 11.8664001104719
2010-05-01 11.8065112290394
2010-06-01 11.8438759790876
2010-07-01 12.0223541121978
2010-08-01 12.0241972005573
2010-09-01 11.9182875904651
2010-10-01 12.2837095349852
2010-11-01 12.2549261229779
2010-12-01 12.2505941383913
2011-01-01 12.9569365220257
2011-02-01 13.0126977638959
2011-03-01 12.9972600617988
2011-04-01 12.9583703568294
2011-05-01 12.9231312180430
2011-06-01 12.7921189737607
2011-07-01 13.0367406955733
2011-08-01 13.0353207838988
2011-09-01 13.2384138074419
2011-10-01 13.1882848478593
2011-11-01 13.2652943856609
2011-12-01 13.2491698856794
2012-01-01 13.1179837246608
2012-02-01 13.1638603712620
2012-03-01 13.2771677040108
2012-04-01 13.2455984440259
2012-05-01 13.4365799348806
2012-06-01 13.4378498995900
2012-07-01 13.4465396355757
2012-08-01 13.5370582754069
2012-09-01 13.6624906459014
2012-10-01 13.7050866956559
2012-11-01 13.6773863150149
2012-12-01 13.7407617104203
2013-01-01 13.8774931689232
2013-02-01 14.0269228052704
2013-03-01 14.1669346631704
2013-04-01 14.3384225196422
2013-05-01 14.6382850663873
2013-06-01 14.3742025072888
2013-07-01 14.1538822631312
2013-08-01 14.4370863162470
2013-09-01 14.2854534311516
2013-10-01 14.2178669819593
2013-11-01 14.1901932821367
2013-12-01 14.3328401673681
2014-01-01 14.5338987286485
2014-02-01 14.6052527951420
2014-03-01 14.6668623169316
2014-04-01 14.4326262125348
2014-05-01 14.3389366952002
2014-06-01 14.2960637609860
2014-07-01 14.3624478489976
2014-08-01 14.3373745143739
2014-09-01 14.3104239558470
2014-10-01 14.3228660202518
2014-11-01 14.2977214993647
2014-12-01 14.3124568666562
2015-01-01 14.3010501692179
2015-02-01 14.2960772936693
2015-03-01 14.1731597341997
2015-04-01 14.2339959916186
2015-05-01 14.2419723508059
2015-06-01 14.3158666020474
2015-07-01 14.4602859323009
2015-08-01 14.5398817559272
2015-09-01 14.6291111313635
2015-10-01 15.0115281431797
2015-11-01 14.8964853521270
2015-12-01 14.9889072190600
2016-01-01 14.9911653233339
2016-02-01 15.0009953873442
2016-03-01 15.0932723355953
2016-04-01 15.0322895313616
2016-05-01 15.1461480957981
2016-06-01 15.1214160607970
2016-07-01 15.0505166989538
2016-08-01 14.9433549209238
2016-09-01 15.1315699603652
2016-10-01 15.0937243598285
2016-11-01 15.1967253470305
2016-12-01 15.0732824527745
2017-01-01 15.1085918145991
2017-02-01 15.0166359859870
2017-03-01 15.1098181707186
2017-04-01 15.0311315220397
2017-05-01 15.0275350199681
2017-06-01 15.2177135837036
2017-07-01 15.0477550956828
2017-08-01 15.0475549581892
2017-09-01 15.0236870889329
2017-10-01 15.0712104922788
2017-11-01 14.9957564629187
2017-12-01 15.1807349548876
2018-01-01 15.2370569760617
2018-02-01 15.3395381270230
2018-03-01 15.3238254767109
2018-04-01 15.4176452325577
2018-05-01 15.3999987177075
2018-06-01 15.4024416014524
2018-07-01 15.5432105548476
2018-08-01 15.8500939704669
2018-09-01 15.5251016397540
2018-10-01 15.5579859825370
2018-11-01 15.5981699296378
2018-12-01 15.7031196837962
2019-01-01 15.5599903524476
2019-02-01 15.4536473292672
2019-03-01 15.5305698812679
2019-04-01 15.7010247606169
2019-05-01 15.6600418644206
2019-06-01 15.8002895242767
2019-07-01 15.8414618496767
2019-08-01 15.8486680419981
2019-09-01 15.9334220169224
2019-10-01 15.8589968187908
2019-11-01 15.7871153557713
2019-12-01 15.8333926935634
2020-01-01 15.7693380779999
2020-02-01 15.9604735398206
2020-03-01 16.0357035903238
2020-04-01 15.0853942747117
2020-05-01 15.2327061443899
2020-06-01 15.3984615932430
2020-07-01 15.1378358425035
2020-08-01 15.0489682370237
2020-09-01 15.3460691677612
2020-10-01 15.4681112325435
2020-11-01 15.4742025740917
2020-12-01 15.4575546228551
2021-01-01 15.5709888118658
2021-02-01 15.5624507140306
2021-03-01 15.6282151519522
2021-04-01 15.6743570119380
2021-05-01 15.7112196819953
2021-06-01 15.8087866928820
2021-07-01 15.8449220539806
2021-08-01 15.8458284243232
2021-09-01 15.9482694779840
2021-10-01 16.1831883219050
2021-11-01 16.3602573667131
2021-12-01 16.4763271490416
2022-01-01 16.5642231153811
2022-02-01 16.6640203734360
2022-03-01 16.8204776306582
2022-04-01 16.9588538473664
2022-05-01 17.2115339211281
2022-06-01 17.1172659381292
2022-07-01 17.2474992138753
2022-08-01 17.3408680800673
2022-09-01 17.2507274806691
2022-10-01 17.1010494072373
2022-11-01 17.2598987206008
2022-12-01 17.0774986543740
2023-01-01 17.2555337826475
2023-02-01 17.2609995633631
2023-03-01 17.2109491291081
2023-04-01 17.1494543202291
2023-05-01 17.1171731130997
2023-06-01 17.2322990624411
2023-07-01 17.2504699708787
2023-08-01 17.2298598559983
2023-09-01 17.1444359227775
2023-10-01 17.4174115256715
2023-11-01 17.4672453454044
2023-12-01 17.5734096165435
2024-01-01 17.5488742384113
2024-02-01 17.3556783265936
2024-03-01 17.6048299247027
2024-04-01 17.6418014417800
2024-05-01 17.5346665140117
2024-06-01 17.5366048670896
2024-07-01 17.5505521275265
2024-08-01 17.3236691249949
2024-09-01 17.6380422096408
2024-10-01 17.8247059443209
2024-11-01 17.3822261410900
2024-12-01 17.3622016068041
2025-01-01 17.2477769834051
2025-02-01 17.2527052029159
2025-03-01 17.1940535288920
2025-04-01 17.3415004475354
2025-05-01 17.5459281669591
2025-06-01 17.2389008875163
2025-07-01 17.0575235644640
2025-08-01 17.3213580969066
2025-09-01 17.2265851205661
2025-10-01 17.2210491384726
2025-11-01 17.2958605928921
2025-12-01 17.3559227812326
2026-01-01 17.4496893826301
2026-02-01 17.4528955120501
2026-03-01 17.4886457940632
2026-04-01 17.3381155831964

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