Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade in Columbia, SC (MSA)

Title All Employees: Wholesale Trade in Columbia, SC (MSA)
Series ID SMU45179004100000001SA
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 2025-11-01
Last Updated 2026-01-07 10:40 PM CST
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 11.9556340778016
1990-02-01 12.1988287982866
1990-03-01 12.2217154561378
1990-04-01 11.8173556113623
1990-05-01 11.9443057987243
1990-06-01 12.0501014677863
1990-07-01 12.0937147740379
1990-08-01 12.1082696965730
1990-09-01 12.1673046053016
1990-10-01 12.0654972109343
1990-11-01 12.0720785530526
1990-12-01 12.0139284922139
1991-01-01 11.8490860245321
1991-02-01 11.7919224348083
1991-03-01 11.7218441969081
1991-04-01 11.8137532162467
1991-05-01 11.8395156929765
1991-06-01 11.7560582181273
1991-07-01 11.6919947279007
1991-08-01 11.7098371698762
1991-09-01 11.5758874275471
1991-10-01 11.6712673674336
1991-11-01 11.6721235102389
1991-12-01 11.6184517982022
1992-01-01 11.6395248941234
1992-02-01 11.5908581686381
1992-03-01 11.6240646331868
1992-04-01 11.5100951945244
1992-05-01 11.5270589877838
1992-06-01 11.5612709849060
1992-07-01 11.5863561954901
1992-08-01 11.6138617011015
1992-09-01 11.7865952726984
1992-10-01 11.6767907229254
1992-11-01 11.6723984894653
1992-12-01 11.6240109842103
1993-01-01 11.9279177183268
1993-02-01 11.9868462278604
1993-03-01 12.1310984865417
1993-04-01 12.1147188030499
1993-05-01 12.1181724651540
1993-06-01 12.1691492653451
1993-07-01 12.1738508751944
1993-08-01 12.2181770513655
1993-09-01 12.2857927167119
1993-10-01 12.3822306483840
1993-11-01 12.3703823605461
1993-12-01 12.4181943982001
1994-01-01 12.5246532606743
1994-02-01 12.5871499628449
1994-03-01 12.5430322590045
1994-04-01 12.6235964795035
1994-05-01 12.6120394747120
1994-06-01 12.5774177174739
1994-07-01 12.6608381077005
1994-08-01 12.7134672857910
1994-09-01 12.6749132955326
1994-10-01 12.7876144436833
1994-11-01 12.9699951341164
1994-12-01 13.0095805706096
1995-01-01 13.0360568155905
1995-02-01 13.0771788952158
1995-03-01 13.1597254309448
1995-04-01 13.6388390512992
1995-05-01 13.7188280807228
1995-06-01 13.8916732159057
1995-07-01 13.2471334230348
1995-08-01 13.1909413676313
1995-09-01 13.2557435304845
1995-10-01 13.2895804217768
1995-11-01 13.3632693141123
1995-12-01 13.3961124292806
1996-01-01 13.5700770077833
1996-02-01 13.5777879826413
1996-03-01 13.4682131571672
1996-04-01 13.4501402580480
1996-05-01 13.5290371889194
1996-06-01 13.4952069005588
1996-07-01 13.6420766038660
1996-08-01 13.6572551707399
1996-09-01 13.8391608631434
1996-10-01 13.8884172436924
1996-11-01 14.0571160767758
1996-12-01 13.9002935056129
1997-01-01 13.6018565591061
1997-02-01 13.7717257639186
1997-03-01 13.7656995222862
1997-04-01 14.4620653955258
1997-05-01 14.4348264347662
1997-06-01 14.3909186599782
1997-07-01 14.3465231995517
1997-08-01 14.4242963834779
1997-09-01 14.3286073222412
1997-10-01 14.0844624551023
1997-11-01 14.0624840655740
1997-12-01 14.2243783792193
1998-01-01 14.0286372876799
1998-02-01 14.1743896668933
1998-03-01 14.1466784879166
1998-04-01 14.1561821717139
1998-05-01 14.1224648757201
1998-06-01 14.1690596982467
1998-07-01 14.4604254244913
1998-08-01 14.4111759421533
1998-09-01 14.3304404308508
1998-10-01 14.4919219777351
1998-11-01 14.4792262714718
1998-12-01 14.4666045931121
1999-01-01 14.3376301730088
1999-02-01 14.3712485403531
1999-03-01 14.4263384767895
1999-04-01 14.3352623783269
1999-05-01 14.2917829981268
1999-06-01 14.4409483355096
1999-07-01 14.4714222017739
1999-08-01 14.6129031161849
1999-09-01 14.6494114825406
1999-10-01 14.7094505879764
1999-11-01 14.7999986567494
1999-12-01 14.7112208148004
2000-01-01 14.8333894360872
2000-02-01 14.8794186866179
2000-03-01 14.9022992147255
2000-04-01 15.0071271812097
2000-05-01 15.0487671620439
2000-06-01 15.0033581906999
2000-07-01 14.8752105277257
2000-08-01 14.9336131226844
2000-09-01 14.9708555327378
2000-10-01 15.0395997759906
2000-11-01 15.0249198147002
2000-12-01 15.0528348813319
2001-01-01 15.2070784256037
2001-02-01 15.1799598690748
2001-03-01 15.1891065950860
2001-04-01 15.0816243376794
2001-05-01 15.1040635560116
2001-06-01 15.1850132868450
2001-07-01 14.9667444347795
2001-08-01 14.8620587181078
2001-09-01 14.8934838881324
2001-10-01 14.8681626945935
2001-11-01 14.6502237724258
2001-12-01 14.8716825196296
2002-01-01 14.4658403791721
2002-02-01 14.8778616802135
2002-03-01 14.8727644289496
2002-04-01 15.0680896189462
2002-05-01 14.9790299673702
2002-06-01 15.0892099126953
2002-07-01 14.9503967317733
2002-08-01 14.8832672747634
2002-09-01 14.8132552632959
2002-10-01 14.6927778539735
2002-11-01 14.6733648921224
2002-12-01 14.6715927029136
2003-01-01 13.6325943571088
2003-02-01 13.6608009812215
2003-03-01 13.5611039276655
2003-04-01 13.8596905340121
2003-05-01 13.8835388234640
2003-06-01 14.1181479426306
2003-07-01 13.8378180079041
2003-08-01 13.9948604078137
2003-09-01 14.1353398776828
2003-10-01 14.2038247311555
2003-11-01 14.2905472977636
2003-12-01 14.3644291726749
2004-01-01 14.4082880882000
2004-02-01 14.4432186969980
2004-03-01 14.4330932905972
2004-04-01 14.4491548806627
2004-05-01 14.5910761470850
2004-06-01 14.6382040951698
2004-07-01 14.9310315659313
2004-08-01 15.1050524243901
2004-09-01 14.9608432214909
2004-10-01 15.0111573150420
2004-11-01 15.1100449790374
2004-12-01 15.1703961677622
2005-01-01 15.8832378156288
2005-02-01 15.8071892326346
2005-03-01 15.9113806396156
2005-04-01 15.8320360648062
2005-05-01 15.8929377375859
2005-06-01 15.8523887435925
2005-07-01 16.1292633312218
2005-08-01 16.2219150999166
2005-09-01 16.1944777178610
2005-10-01 16.3203044702992
2005-11-01 16.3323558730138
2005-12-01 16.3735245293507
2006-01-01 16.4619300628439
2006-02-01 16.5653138166424
2006-03-01 16.6924397591502
2006-04-01 16.8255261250769
2006-05-01 16.7920597748092
2006-06-01 16.7502251105884
2006-07-01 16.8426031247221
2006-08-01 16.9454497121645
2006-09-01 17.2311057256351
2006-10-01 17.1139914079211
2006-11-01 17.1401387633174
2006-12-01 17.1714462102666
2007-01-01 17.3594296130929
2007-02-01 17.8258350419723
2007-03-01 17.5893902773579
2007-04-01 17.2226577938065
2007-05-01 16.9887987427038
2007-06-01 17.0353730133097
2007-07-01 16.8534523443371
2007-08-01 16.8692653283919
2007-09-01 16.8540508471916
2007-10-01 16.7972772366445
2007-11-01 16.7211604463364
2007-12-01 16.6556616235540
2008-01-01 16.7793850157061
2008-02-01 16.8156370972543
2008-03-01 16.6038147797566
2008-04-01 16.7339979275876
2008-05-01 16.6912200351431
2008-06-01 16.6152142013821
2008-07-01 16.5650067385405
2008-08-01 16.2796195309875
2008-09-01 16.0570181890197
2008-10-01 15.8725459894598
2008-11-01 15.7840773948178
2008-12-01 15.8430821232699
2009-01-01 15.2061490053239
2009-02-01 14.9271238831706
2009-03-01 14.8320291946990
2009-04-01 14.6611721942580
2009-05-01 14.7055170340358
2009-06-01 14.6174109468433
2009-07-01 14.4601691831562
2009-08-01 14.4715519570329
2009-09-01 14.4368637012433
2009-10-01 14.4523420495002
2009-11-01 14.3435586802699
2009-12-01 14.2213649226264
2010-01-01 14.0327374186028
2010-02-01 13.8523140156052
2010-03-01 13.9480504545768
2010-04-01 13.8917300006249
2010-05-01 13.8169166338233
2010-06-01 13.8191251092769
2010-07-01 13.7555518106656
2010-08-01 13.6565503220320
2010-09-01 13.6088634985710
2010-10-01 13.7394210820682
2010-11-01 13.7122846316135
2010-12-01 13.6090401630656
2011-01-01 13.5542033879683
2011-02-01 13.5777311108061
2011-03-01 13.5575211945607
2011-04-01 13.6149637833044
2011-05-01 13.5269038986692
2011-06-01 13.5273766436204
2011-07-01 13.5504803662542
2011-08-01 13.5426344824101
2011-09-01 13.6813578066971
2011-10-01 13.4325598741169
2011-11-01 13.4947104085245
2011-12-01 13.4954036941049
2012-01-01 13.6701781472223
2012-02-01 13.7019023562561
2012-03-01 13.7612808887686
2012-04-01 13.7289408302417
2012-05-01 13.8361012873201
2012-06-01 13.8299701603745
2012-07-01 13.9561875582037
2012-08-01 14.1272099444013
2012-09-01 14.0540182310557
2012-10-01 14.0347247033205
2012-11-01 13.9884699724106
2012-12-01 13.9864343988520
2013-01-01 13.8758327510428
2013-02-01 13.9150895676785
2013-03-01 13.9670666009391
2013-04-01 14.0337749569562
2013-05-01 14.1418335331080
2013-06-01 14.2352887674383
2013-07-01 14.2617956640508
2013-08-01 14.3164344942864
2013-09-01 14.4332222762542
2013-10-01 14.4393326232278
2013-11-01 14.5946824160189
2013-12-01 14.6679090389769
2014-01-01 14.7818008988424
2014-02-01 14.8249234370502
2014-03-01 14.9688259070171
2014-04-01 14.8357688926909
2014-05-01 14.8460301105859
2014-06-01 14.8303423539586
2014-07-01 14.8743586033377
2014-08-01 15.0093519201214
2014-09-01 14.9245957990359
2014-10-01 14.9444481046219
2014-11-01 14.9005481177283
2014-12-01 14.9514887296819
2015-01-01 14.8846635857910
2015-02-01 14.8238596370648
2015-03-01 14.7721227039032
2015-04-01 14.9268556004553
2015-05-01 14.9535117132946
2015-06-01 15.0281024752943
2015-07-01 14.9837591627563
2015-08-01 15.1128174998272
2015-09-01 15.1304005216726
2015-10-01 15.2409381131692
2015-11-01 15.3060648965973
2015-12-01 15.3345099848937
2016-01-01 15.3851145499322
2016-02-01 15.5217330362723
2016-03-01 15.4699399163418
2016-04-01 15.7158079730549
2016-05-01 15.6660491202588
2016-06-01 15.6209924284555
2016-07-01 15.6915424284860
2016-08-01 15.6177633772275
2016-09-01 15.6516028402605
2016-10-01 15.5403947249730
2016-11-01 15.5012799273243
2016-12-01 15.5299674903841
2017-01-01 15.5733425387503
2017-02-01 15.5020362492256
2017-03-01 15.4656719477580
2017-04-01 15.3108035945757
2017-05-01 15.2776400224881
2017-06-01 15.3361464041234
2017-07-01 15.2991648769360
2017-08-01 15.3266042539279
2017-09-01 15.2735166134236
2017-10-01 15.2279016427756
2017-11-01 15.1915165209159
2017-12-01 15.1293857728925
2018-01-01 14.9524493928168
2018-02-01 14.9790276005909
2018-03-01 14.9588792339019
2018-04-01 15.1189515942676
2018-05-01 15.0871802465298
2018-06-01 15.0630072650492
2018-07-01 15.0083884774117
2018-08-01 14.9294051626501
2018-09-01 15.0013624009958
2018-10-01 15.0031580289697
2018-11-01 14.9717997653963
2018-12-01 15.0329430478583
2019-01-01 15.0352842749364
2019-02-01 14.9519068884173
2019-03-01 15.0611589671799
2019-04-01 15.0291253691250
2019-05-01 14.9844687859869
2019-06-01 15.1060182722840
2019-07-01 15.0217834054986
2019-08-01 14.9333542929692
2019-09-01 14.8179183947211
2019-10-01 14.6643490207971
2019-11-01 14.7520778566498
2019-12-01 14.6329663524789
2020-01-01 14.9261858082272
2020-02-01 14.8413840550146
2020-03-01 14.7679729542253
2020-04-01 14.3428031003610
2020-05-01 14.0862687154303
2020-06-01 14.0352589582777
2020-07-01 14.2279662640584
2020-08-01 14.6268497161207
2020-09-01 14.3215502997589
2020-10-01 14.4301793636362
2020-11-01 14.4309688089485
2020-12-01 14.4356719924887
2021-01-01 14.4310125162020
2021-02-01 14.5410996802772
2021-03-01 14.5871236363194
2021-04-01 14.6555535025613
2021-05-01 14.7830303475277
2021-06-01 14.6516010628722
2021-07-01 14.9307972473408
2021-08-01 15.0157843504881
2021-09-01 14.9148932882271
2021-10-01 15.3027551586146
2021-11-01 15.3150049403388
2021-12-01 15.4342178944916
2022-01-01 15.6493232904328
2022-02-01 15.7491996118125
2022-03-01 15.8057825762151
2022-04-01 15.9728253165106
2022-05-01 16.0887474594195
2022-06-01 15.9460298006067
2022-07-01 16.0153039024793
2022-08-01 16.0954401732511
2022-09-01 16.3097772638002
2022-10-01 16.3897016468040
2022-11-01 16.4100212623572
2022-12-01 16.4409101167771
2023-01-01 16.2657107057804
2023-02-01 16.3681381309557
2023-03-01 16.4312014616697
2023-04-01 16.3747451127954
2023-05-01 16.2932130501779
2023-06-01 16.5206087539244
2023-07-01 16.4934595169406
2023-08-01 16.4777395778812
2023-09-01 16.7859538802966
2023-10-01 16.4035869181087
2023-11-01 16.4259917189099
2023-12-01 16.3507736384514
2024-01-01 16.1747165860380
2024-02-01 16.1917450472331
2024-03-01 16.2420067489528
2024-04-01 16.3738039378341
2024-05-01 16.4093571187378
2024-06-01 16.4823623683561
2024-07-01 16.3640564996220
2024-08-01 16.3621100227134
2024-09-01 16.2652794439474
2024-10-01 16.1322119107884
2024-11-01 16.1450321989397
2024-12-01 16.1630311730885
2025-01-01 16.3753925888042
2025-02-01 16.3052923308288
2025-03-01 16.2472450718630
2025-04-01 16.1701173508461
2025-05-01 16.1197587674034
2025-06-01 16.1543090791263
2025-07-01 16.2469508450479
2025-08-01 16.2503024019543
2025-09-01 16.2522097297872
2025-10-01 16.3564175680287
2025-11-01 16.3613424023028

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