Table Data - All Employees: Retail Trade in Duluth, MN-WI (MSA)

Title All Employees: Retail Trade in Duluth, MN-WI (MSA)
Series ID SMU27202604200000001SA
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 7:02 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 14.2823563597103
1990-02-01 14.2172109593361
1990-03-01 14.3544524362867
1990-04-01 14.4332598874307
1990-05-01 14.4904941849611
1990-06-01 14.5106273148000
1990-07-01 14.4607221630480
1990-08-01 14.4677929797089
1990-09-01 14.5242848727664
1990-10-01 14.3416461610293
1990-11-01 14.4968623155174
1990-12-01 14.6098651963993
1991-01-01 14.3920694170054
1991-02-01 14.5211630606913
1991-03-01 14.5486684395607
1991-04-01 14.6329878505184
1991-05-01 14.7037296397312
1991-06-01 14.7255348516076
1991-07-01 14.7445475548564
1991-08-01 14.7603095975784
1991-09-01 14.9191254024389
1991-10-01 14.8333380143565
1991-11-01 14.8901553546131
1991-12-01 14.9019097272732
1992-01-01 15.1118349315669
1992-02-01 15.1269737118679
1992-03-01 15.0440782338268
1992-04-01 15.0412355345120
1992-05-01 15.1280098253348
1992-06-01 15.1491043741232
1992-07-01 15.0101097044154
1992-08-01 15.1457612978372
1992-09-01 15.0100105759764
1992-10-01 15.2213345064916
1992-11-01 15.1775918625725
1992-12-01 15.3007172223570
1993-01-01 15.4310316583779
1993-02-01 15.4370620953585
1993-03-01 15.4479331000476
1993-04-01 15.6577288458044
1993-05-01 15.3407707696882
1993-06-01 15.4593895929659
1993-07-01 15.5854245110043
1993-08-01 15.5376274844748
1993-09-01 15.5112205562945
1993-10-01 15.7056398038782
1993-11-01 15.7567180563830
1993-12-01 15.6766766285774
1994-01-01 15.6574227341318
1994-02-01 15.8552656221853
1994-03-01 16.0625310704486
1994-04-01 16.2789142153072
1994-05-01 16.1451383118604
1994-06-01 16.1607482290909
1994-07-01 16.3536146235081
1994-08-01 16.4320887378881
1994-09-01 16.5235205449155
1994-10-01 16.4003196334982
1994-11-01 16.3254053489217
1994-12-01 16.4504691728518
1995-01-01 16.3949473845868
1995-02-01 16.3824018426083
1995-03-01 16.4857563234306
1995-04-01 16.4880927806590
1995-05-01 16.5126579306333
1995-06-01 16.6386728293470
1995-07-01 16.9459237738268
1995-08-01 16.9331040953225
1995-09-01 17.0385435942595
1995-10-01 16.9203033563808
1995-11-01 17.0073961308676
1995-12-01 16.9154207228894
1996-01-01 17.1327275303678
1996-02-01 17.1056338516468
1996-03-01 17.0046675695704
1996-04-01 16.9850695919514
1996-05-01 17.0656197630744
1996-06-01 17.1102287488481
1996-07-01 16.8397430534607
1996-08-01 16.8377559953081
1996-09-01 16.9556157391606
1996-10-01 17.2612742299362
1996-11-01 17.3032300687769
1996-12-01 17.4003717275393
1997-01-01 17.1615945587893
1997-02-01 17.1096446571851
1997-03-01 17.0202015849987
1997-04-01 16.7621671329670
1997-05-01 16.9051288937495
1997-06-01 16.8621070859382
1997-07-01 16.9673096627269
1997-08-01 16.9522740189459
1997-09-01 16.7863588435494
1997-10-01 16.8008156685469
1997-11-01 16.8132388927639
1997-12-01 16.9827496928357
1998-01-01 16.6777751610288
1998-02-01 16.6999634211345
1998-03-01 16.6194761830347
1998-04-01 16.8323160414377
1998-05-01 16.9729285001375
1998-06-01 17.0311423493316
1998-07-01 16.6847484214497
1998-08-01 16.6618811005425
1998-09-01 16.6138542161308
1998-10-01 16.3333284120331
1998-11-01 16.4236758736995
1998-12-01 16.3823751586837
1999-01-01 16.5903096054178
1999-02-01 16.5852895185815
1999-03-01 16.7058092715600
1999-04-01 16.6918195326191
1999-05-01 16.7666858036883
1999-06-01 16.7121378866759
1999-07-01 16.8089231602528
1999-08-01 16.7637047017635
1999-09-01 16.8181356989594
1999-10-01 16.8605654256769
1999-11-01 16.8437193259654
1999-12-01 16.8948935123042
2000-01-01 16.7801414948820
2000-02-01 16.8653405037824
2000-03-01 16.7861784326449
2000-04-01 16.8660988733789
2000-05-01 16.7946614080540
2000-06-01 16.8155246341312
2000-07-01 16.6104665511474
2000-08-01 16.6606577683288
2000-09-01 16.5997155119467
2000-10-01 16.6747605455719
2000-11-01 16.6580054162491
2000-12-01 16.7185537519748
2001-01-01 16.4635362676551
2001-02-01 16.7461883072268
2001-03-01 16.7813037049731
2001-04-01 16.3570739640025
2001-05-01 16.4250641638915
2001-06-01 16.4139024599995
2001-07-01 16.4132691979837
2001-08-01 16.3584090667916
2001-09-01 16.1792576747838
2001-10-01 16.3732251186712
2001-11-01 16.3628699389804
2001-12-01 16.2322847570102
2002-01-01 16.2469953916522
2002-02-01 16.1379927604122
2002-03-01 16.1902975180066
2002-04-01 16.0670190533701
2002-05-01 15.8517397890971
2002-06-01 15.7215229830045
2002-07-01 15.7945624256106
2002-08-01 15.8520368277255
2002-09-01 15.7543055384695
2002-10-01 15.6663125718482
2002-11-01 15.5608315060398
2002-12-01 15.6442960683615
2003-01-01 15.8433426906737
2003-02-01 15.8457511159429
2003-03-01 15.8042546064319
2003-04-01 15.8800244435718
2003-05-01 15.8581203627480
2003-06-01 15.9247485549519
2003-07-01 15.9802272020368
2003-08-01 15.9404887612577
2003-09-01 16.0350828836891
2003-10-01 15.9556173833823
2003-11-01 15.9620190027590
2003-12-01 15.9584806666868
2004-01-01 15.9428584799889
2004-02-01 15.9580397451067
2004-03-01 15.9162336178526
2004-04-01 15.8923824596803
2004-05-01 16.0495939832658
2004-06-01 16.0262476388127
2004-07-01 16.0733957870632
2004-08-01 16.0408643118089
2004-09-01 16.0184283657522
2004-10-01 16.0365096938171
2004-11-01 16.0590158132512
2004-12-01 16.0665196111117
2005-01-01 15.8550832650448
2005-02-01 15.9748315900445
2005-03-01 15.9177039269508
2005-04-01 16.1000101595167
2005-05-01 16.0313999729664
2005-06-01 16.0285265895880
2005-07-01 16.0825992651989
2005-08-01 16.1444532377565
2005-09-01 16.0157685059750
2005-10-01 15.9078739040784
2005-11-01 15.9534104895245
2005-12-01 15.9714994118434
2006-01-01 15.9682038321747
2006-02-01 15.9832760154538
2006-03-01 16.0149497288212
2006-04-01 15.8058285835085
2006-05-01 16.0126079008519
2006-06-01 16.0386697474461
2006-07-01 15.9950967839301
2006-08-01 16.0480724928684
2006-09-01 16.0159665090891
2006-10-01 16.1836648590179
2006-11-01 16.1478977690709
2006-12-01 16.1866599488638
2007-01-01 16.1728164255314
2007-02-01 16.1842213933924
2007-03-01 16.1986316460247
2007-04-01 16.2060029760496
2007-05-01 16.1982042630030
2007-06-01 16.2563330494090
2007-07-01 16.1142921076123
2007-08-01 16.1462842536675
2007-09-01 16.2235724800370
2007-10-01 16.1609690093834
2007-11-01 16.1506490178832
2007-12-01 16.1029200797496
2008-01-01 15.8707562859066
2008-02-01 15.8701585907046
2008-03-01 15.9854051458385
2008-04-01 15.9022414060280
2008-05-01 15.7933387016015
2008-06-01 15.6709116924235
2008-07-01 15.7330943576201
2008-08-01 15.6471735737847
2008-09-01 15.6233337081334
2008-10-01 15.5530346290971
2008-11-01 15.4504403229523
2008-12-01 15.3185601196657
2009-01-01 15.2640439582393
2009-02-01 15.2546810295290
2009-03-01 15.0671215911863
2009-04-01 15.0039012999673
2009-05-01 15.0988889524503
2009-06-01 14.9881103650658
2009-07-01 15.1406983135059
2009-08-01 15.0410336031327
2009-09-01 14.9273233967583
2009-10-01 14.9532961584507
2009-11-01 14.9447964485600
2009-12-01 14.9289966614030
2010-01-01 15.0607728586324
2010-02-01 15.0340528295215
2010-03-01 15.0527703531567
2010-04-01 15.1113461116448
2010-05-01 15.1172957179060
2010-06-01 15.2037142127714
2010-07-01 14.9369020311541
2010-08-01 14.9252217159115
2010-09-01 14.9267510493820
2010-10-01 14.9641727310242
2010-11-01 14.8368088436630
2010-12-01 15.0376624314510
2011-01-01 14.9601435844003
2011-02-01 15.0211302902930
2011-03-01 15.0385781587968
2011-04-01 15.1198580078552
2011-05-01 15.0359223429108
2011-06-01 15.1120471853116
2011-07-01 15.0255380122626
2011-08-01 15.0141264176232
2011-09-01 15.1311748311589
2011-10-01 15.0740148918175
2011-11-01 15.1327151009673
2011-12-01 15.0368344322473
2012-01-01 15.0669648081346
2012-02-01 15.0100352728005
2012-03-01 15.0268225604523
2012-04-01 14.9240330490215
2012-05-01 14.9553681791848
2012-06-01 15.0075391469540
2012-07-01 15.1149664091557
2012-08-01 15.2130332366773
2012-09-01 15.1264334444225
2012-10-01 15.1880262366107
2012-11-01 15.3378106844100
2012-12-01 15.2406369178348
2013-01-01 15.2730131394422
2013-02-01 15.3014027159502
2013-03-01 15.3133760588925
2013-04-01 15.2138230908682
2013-05-01 15.1623500441911
2013-06-01 15.1080761626008
2013-07-01 15.2057243972519
2013-08-01 15.3158080378443
2013-09-01 15.2279189315700
2013-10-01 15.2010263106427
2013-11-01 15.1612958201194
2013-12-01 15.1507296047795
2014-01-01 15.0736475960239
2014-02-01 15.0824737038244
2014-03-01 15.0961388708130
2014-04-01 15.1896354871000
2014-05-01 15.3580665443062
2014-06-01 15.4131467301282
2014-07-01 15.5031708902692
2014-08-01 15.4220725085976
2014-09-01 15.5359574928672
2014-10-01 15.6112597159067
2014-11-01 15.9004767666939
2014-12-01 15.9664232075072
2015-01-01 15.7705271096838
2015-02-01 15.7603431715480
2015-03-01 15.7844073422268
2015-04-01 15.7461447942720
2015-05-01 15.7302563650455
2015-06-01 15.8193689004767
2015-07-01 15.7119954897465
2015-08-01 15.6411121498811
2015-09-01 15.6595216944615
2015-10-01 15.5179488799797
2015-11-01 15.3372902994612
2015-12-01 15.2780358124696
2016-01-01 15.5647125093420
2016-02-01 15.4332710706472
2016-03-01 15.3731907804701
2016-04-01 15.4022085597066
2016-05-01 15.3069097060338
2016-06-01 15.2204567147229
2016-07-01 15.2243712234944
2016-08-01 15.3648471357009
2016-09-01 15.3810570352420
2016-10-01 15.4281648921650
2016-11-01 15.3590695527820
2016-12-01 15.1982215783066
2017-01-01 15.5516350576613
2017-02-01 15.4976817252633
2017-03-01 15.5677138656568
2017-04-01 15.4749270958773
2017-05-01 15.3834806450952
2017-06-01 15.3331107559161
2017-07-01 15.3356087406229
2017-08-01 15.2821673361909
2017-09-01 15.1981200559364
2017-10-01 15.2327786832357
2017-11-01 15.1672278815163
2017-12-01 15.2276193442856
2018-01-01 15.1272922490982
2018-02-01 15.1641652568317
2018-03-01 15.1531149449671
2018-04-01 15.2731229180405
2018-05-01 15.2781899067084
2018-06-01 15.1502415256238
2018-07-01 15.0347456582767
2018-08-01 14.9897058407803
2018-09-01 14.9084733209025
2018-10-01 14.9344947135907
2018-11-01 14.9697813654312
2018-12-01 14.8584478577957
2019-01-01 14.7096102120611
2019-02-01 14.5279603482105
2019-03-01 14.6375401967464
2019-04-01 14.6802648042077
2019-05-01 14.6776464826309
2019-06-01 14.7708907630227
2019-07-01 14.7304667557746
2019-08-01 14.7032224526123
2019-09-01 14.7080091161750
2019-10-01 14.6354503949770
2019-11-01 14.7692283059957
2019-12-01 14.6896475018255
2020-01-01 14.7900830524918
2020-02-01 14.7905133003367
2020-03-01 14.7104897304189
2020-04-01 12.3959077113294
2020-05-01 12.5990779896696
2020-06-01 13.8784287018606
2020-07-01 14.0294673488936
2020-08-01 14.1156850664898
2020-09-01 14.3011131722895
2020-10-01 14.3403660867167
2020-11-01 14.1694516017470
2020-12-01 14.3179084379618
2021-01-01 14.4799416907338
2021-02-01 14.3511118469713
2021-03-01 14.4751878009850
2021-04-01 14.4018457460697
2021-05-01 14.4219000775459
2021-06-01 14.3854288271247
2021-07-01 14.4475942170170
2021-08-01 14.4339579643436
2021-09-01 14.1858762559304
2021-10-01 14.3387295613325
2021-11-01 14.2767375037880
2021-12-01 14.3346831380066
2022-01-01 14.2677579676879
2022-02-01 14.4274808434307
2022-03-01 14.4388826459386
2022-04-01 14.5952857794955
2022-05-01 14.4452598238330
2022-06-01 14.3897373946506
2022-07-01 14.5700067135066
2022-08-01 14.5524213645176
2022-09-01 14.6855795583364
2022-10-01 14.6351139034234
2022-11-01 14.5735311380670
2022-12-01 14.7296376582665
2023-01-01 14.8718754392202
2023-02-01 14.9188829727884
2023-03-01 15.0129086936203
2023-04-01 14.7706354841591
2023-05-01 14.7578304960109
2023-06-01 14.8931785990501
2023-07-01 14.8034500622246
2023-08-01 14.8774544752574
2023-09-01 14.8873373311538
2023-10-01 14.9309509170423
2023-11-01 14.9614213407152
2023-12-01 14.9087373393360
2024-01-01 14.8717743349190
2024-02-01 14.9231732384132
2024-03-01 15.0047212159280
2024-04-01 14.9491852320506
2024-05-01 14.9662267848854
2024-06-01 14.9929587424684
2024-07-01 14.8322563899664
2024-08-01 14.7952100680353
2024-09-01 14.7956337838130
2024-10-01 14.7278552335069
2024-11-01 14.6389608627594
2024-12-01 14.6840708048928
2025-01-01 14.6752488196301
2025-02-01 14.6362439255554
2025-03-01 14.6041633023409
2025-04-01 14.7344181472595
2025-05-01 14.7658182293534
2025-06-01 14.6947215693550
2025-07-01 14.8565635207649
2025-08-01 14.8083516899768
2025-09-01 14.7971204050259
2025-10-01 14.8225267377256
2025-11-01 14.9262685453398
2025-12-01 14.9632314569482
2026-01-01 14.6696197116482
2026-02-01 14.5526558198407
2026-03-01 14.5100250382980
2026-04-01 14.4270403902798
2026-05-01 14.2620180925790
2026-06-01 14.2028018990097
2026-07-01 14.0639480414188

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