Table Data - All Employees: Service-Providing in Duluth, MN-WI (MSA)

Title All Employees: Service-Providing in Duluth, MN-WI (MSA)
Series ID SMU27202600700000001SA
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 1:43 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 89.9711496155697
1990-02-01 89.9820792272384
1990-03-01 90.0811648124235
1990-04-01 90.4407336937293
1990-05-01 90.5918957892461
1990-06-01 89.8735407231427
1990-07-01 90.5861296482002
1990-08-01 91.8218109374084
1990-09-01 91.6250652307091
1990-10-01 91.3946527708242
1990-11-01 92.0559981556793
1990-12-01 91.5678173858546
1991-01-01 91.5879457244295
1991-02-01 91.8552494590596
1991-03-01 91.8817895818032
1991-04-01 90.9457793137175
1991-05-01 91.9247320052852
1991-06-01 91.6776330245986
1991-07-01 92.1498619287447
1991-08-01 93.0172500462945
1991-09-01 92.8972170901781
1991-10-01 93.0687088771698
1991-11-01 93.0155661714004
1991-12-01 93.6441971836851
1992-01-01 94.0226555634785
1992-02-01 93.8992400164104
1992-03-01 93.5722889430142
1992-04-01 94.4077247468508
1992-05-01 94.6897676495377
1992-06-01 95.0731974505015
1992-07-01 94.7795857597049
1992-08-01 94.2166878190783
1992-09-01 94.3195785119829
1992-10-01 93.8953974984641
1992-11-01 93.5534233992538
1992-12-01 93.8707322846194
1993-01-01 94.1017217383561
1993-02-01 93.9367077401495
1993-03-01 94.1858916531294
1993-04-01 94.7991149916884
1993-05-01 94.3448231949393
1993-06-01 94.7599430415350
1993-07-01 94.6230326490507
1993-08-01 94.7186878665780
1993-09-01 95.0677493246462
1993-10-01 95.5009861658155
1993-11-01 95.7235857742667
1993-12-01 95.6777628232971
1994-01-01 96.0059930429667
1994-02-01 96.3910994454902
1994-03-01 96.2946254264413
1994-04-01 96.5266670627258
1994-05-01 96.5096928901189
1994-06-01 96.5286794946973
1994-07-01 97.4063428449317
1994-08-01 97.3146483382091
1994-09-01 97.0199548315737
1994-10-01 97.2673498008358
1994-11-01 97.5296195260566
1994-12-01 97.8700288779564
1995-01-01 98.2537429240598
1995-02-01 98.5990542322440
1995-03-01 98.8255420340756
1995-04-01 98.7468964426786
1995-05-01 98.8360495616395
1995-06-01 99.8965188730967
1995-07-01 100.3013044991300
1995-08-01 99.9712872205150
1995-09-01 101.0796670083490
1995-10-01 101.2710132279100
1995-11-01 101.9147046659730
1995-12-01 101.6534982471930
1996-01-01 101.3070842606420
1996-02-01 101.8561454680630
1996-03-01 101.7458941287670
1996-04-01 102.1447071657850
1996-05-01 102.3418044554100
1996-06-01 102.0583187072130
1996-07-01 101.8072459735240
1996-08-01 102.3235409478910
1996-09-01 102.6265948817250
1996-10-01 102.8844318007830
1996-11-01 103.2571854060500
1996-12-01 103.0995009020280
1997-01-01 103.6885231346030
1997-02-01 103.6514159811310
1997-03-01 103.8656014589620
1997-04-01 103.5353823883800
1997-05-01 103.9204948790470
1997-06-01 104.5067562884120
1997-07-01 104.7507115654520
1997-08-01 105.0134814752260
1997-09-01 105.3554107709360
1997-10-01 107.0479502819590
1997-11-01 105.9386733060640
1997-12-01 105.9397626207750
1998-01-01 106.2307368542400
1998-02-01 106.2346818799700
1998-03-01 105.8592732281750
1998-04-01 106.5682365218110
1998-05-01 108.0317249315000
1998-06-01 108.4351412668720
1998-07-01 107.9458512847160
1998-08-01 107.8800415111070
1998-09-01 107.2396967397110
1998-10-01 107.2951877757920
1998-11-01 107.3451314539320
1998-12-01 107.4066008909660
1999-01-01 107.3533167731050
1999-02-01 106.9641272408010
1999-03-01 107.3439192808850
1999-04-01 108.4413299818580
1999-05-01 108.0610187619550
1999-06-01 108.0163096943460
1999-07-01 108.5612182923750
1999-08-01 108.6969360557520
1999-09-01 108.5580337585390
1999-10-01 109.1698104043390
1999-11-01 109.2606028647270
1999-12-01 110.2150886228460
2000-01-01 110.1405006391570
2000-02-01 110.7061627920800
2000-03-01 111.2325420168850
2000-04-01 111.6346237819030
2000-05-01 111.3762593858560
2000-06-01 111.7167196561280
2000-07-01 111.5114611024420
2000-08-01 111.8727492452520
2000-09-01 111.9889451107660
2000-10-01 111.9289220433070
2000-11-01 112.3174471844240
2000-12-01 112.2850933930980
2001-01-01 111.1980600714550
2001-02-01 111.8013908688630
2001-03-01 111.8403329937850
2001-04-01 111.6080266250540
2001-05-01 111.6537469731700
2001-06-01 112.0423683580180
2001-07-01 111.6901214013130
2001-08-01 111.8465982611660
2001-09-01 111.9427835152370
2001-10-01 112.4401121925860
2001-11-01 112.6911831669260
2001-12-01 112.0100886347760
2002-01-01 112.2148874048420
2002-02-01 111.9819596745400
2002-03-01 111.9603929064590
2002-04-01 111.9336824749530
2002-05-01 111.7031559944410
2002-06-01 111.6351578106280
2002-07-01 112.3376807733540
2002-08-01 112.1937599048930
2002-09-01 112.7759952860240
2002-10-01 112.7668582775190
2002-11-01 113.0391395280870
2002-12-01 112.8779139380830
2003-01-01 112.5817039499700
2003-02-01 113.0978058705970
2003-03-01 112.6570485879720
2003-04-01 112.5065149030140
2003-05-01 112.5288743728060
2003-06-01 112.1275491927300
2003-07-01 111.5238840664950
2003-08-01 111.5588163141570
2003-09-01 112.3309785812980
2003-10-01 111.6495593495950
2003-11-01 110.8164753153700
2003-12-01 111.4289732501260
2004-01-01 111.9689513231690
2004-02-01 111.8463096692420
2004-03-01 111.8340068554520
2004-04-01 112.5176998806430
2004-05-01 112.4202471617990
2004-06-01 111.6856738531720
2004-07-01 112.4031026048720
2004-08-01 112.5044983195370
2004-09-01 112.3336699722740
2004-10-01 111.7893072096920
2004-11-01 112.0171326755440
2004-12-01 112.1645714005130
2005-01-01 112.0751698427820
2005-02-01 112.1312186554270
2005-03-01 112.0766168565010
2005-04-01 112.5317627591760
2005-05-01 112.3149822146650
2005-06-01 112.6500464494860
2005-07-01 112.9124488802230
2005-08-01 112.8227118581480
2005-09-01 113.1556249108380
2005-10-01 113.0929265952810
2005-11-01 113.1771082687610
2005-12-01 113.7928117292650
2006-01-01 114.5041022051720
2006-02-01 114.1456338920790
2006-03-01 114.5187715513490
2006-04-01 113.9407133108610
2006-05-01 113.8146937037560
2006-06-01 114.6186711363020
2006-07-01 114.7327407134020
2006-08-01 115.0523547600440
2006-09-01 114.7220812459230
2006-10-01 114.6994346971480
2006-11-01 115.1302642703520
2006-12-01 115.2513259441440
2007-01-01 115.2343082485500
2007-02-01 115.2716246801050
2007-03-01 115.5471329850810
2007-04-01 115.0376782933150
2007-05-01 115.8091841313220
2007-06-01 116.1369945267820
2007-07-01 115.5330386514620
2007-08-01 115.9536891439290
2007-09-01 116.5063639801000
2007-10-01 116.7986608713380
2007-11-01 116.8684138472370
2007-12-01 116.8586517925130
2008-01-01 116.2822550751050
2008-02-01 116.7656477677930
2008-03-01 116.5860579265460
2008-04-01 116.5907905003940
2008-05-01 116.4799179921090
2008-06-01 116.3785324037120
2008-07-01 116.0255989973760
2008-08-01 116.1044904897190
2008-09-01 116.2981639138130
2008-10-01 116.0797247849490
2008-11-01 115.7917720259800
2008-12-01 115.2868556648760
2009-01-01 115.3488778866780
2009-02-01 114.5140588799190
2009-03-01 114.1458663108090
2009-04-01 114.0103769057730
2009-05-01 113.7570778200130
2009-06-01 113.4718923314080
2009-07-01 114.4935468804010
2009-08-01 113.6316888595850
2009-09-01 113.0861465761970
2009-10-01 113.7086735915960
2009-11-01 113.5015682349990
2009-12-01 113.9114061379470
2010-01-01 114.1042638004270
2010-02-01 114.1129017632610
2010-03-01 114.7129544089970
2010-04-01 115.8233334675260
2010-05-01 115.1966084349800
2010-06-01 115.7148881233560
2010-07-01 115.2132550359060
2010-08-01 115.1563718124030
2010-09-01 114.0668343923040
2010-10-01 114.3764512587550
2010-11-01 114.2027815120430
2010-12-01 114.2026977385850
2011-01-01 114.5258797118360
2011-02-01 114.6782536329310
2011-03-01 114.7646307968430
2011-04-01 115.3732324470390
2011-05-01 114.8136367538050
2011-06-01 114.7824349889620
2011-07-01 112.9168274735780
2011-08-01 113.6611164243360
2011-09-01 114.4319550983330
2011-10-01 114.3842835724170
2011-11-01 114.4760214362900
2011-12-01 114.2689588653740
2012-01-01 113.6065378801450
2012-02-01 114.1365566829370
2012-03-01 113.9241664052350
2012-04-01 114.1232316782220
2012-05-01 114.3892101569260
2012-06-01 114.3392083611860
2012-07-01 114.7254199396900
2012-08-01 115.1195119687890
2012-09-01 115.0806425196970
2012-10-01 115.5822335909070
2012-11-01 115.7382035872370
2012-12-01 115.9241447434280
2013-01-01 115.5477834871340
2013-02-01 116.0893054659150
2013-03-01 116.2089031917040
2013-04-01 116.0297502360670
2013-05-01 116.1831984829620
2013-06-01 115.9923990542010
2013-07-01 116.7744139278610
2013-08-01 117.0003350568580
2013-09-01 116.9454712909620
2013-10-01 116.6536649945850
2013-11-01 116.9227605035020
2013-12-01 116.8969609485820
2014-01-01 117.4211899444990
2014-02-01 117.0649928231030
2014-03-01 117.0804806046660
2014-04-01 116.6952671890150
2014-05-01 116.8698976865250
2014-06-01 117.1431855489890
2014-07-01 117.2426564570990
2014-08-01 117.4036042749410
2014-09-01 117.7379460309430
2014-10-01 117.8202519485190
2014-11-01 119.2492820028950
2014-12-01 119.3857017204700
2015-01-01 117.6505578026070
2015-02-01 117.5539290525390
2015-03-01 117.6265087372440
2015-04-01 117.9301340946860
2015-05-01 118.0067218664970
2015-06-01 118.3695326783790
2015-07-01 118.4505583320960
2015-08-01 118.3544755166910
2015-09-01 118.2830494025970
2015-10-01 118.1702655677760
2015-11-01 118.0734231200030
2015-12-01 118.1511516620590
2016-01-01 119.0898056725030
2016-02-01 118.6603140611880
2016-03-01 118.4406342329360
2016-04-01 118.8780828475860
2016-05-01 118.6972930388950
2016-06-01 117.5768185676180
2016-07-01 118.4581720472300
2016-08-01 118.6665495717950
2016-09-01 118.7719956033710
2016-10-01 119.0154741419760
2016-11-01 118.9499736528870
2016-12-01 118.7834243115650
2017-01-01 119.6418478494370
2017-02-01 119.4316181533870
2017-03-01 119.6823148525900
2017-04-01 119.6716343424070
2017-05-01 118.9951923631740
2017-06-01 119.5046715926970
2017-07-01 119.6513673694130
2017-08-01 119.8647506370650
2017-09-01 120.0847636585150
2017-10-01 119.8402302869210
2017-11-01 119.6425878769780
2017-12-01 119.6645407630470
2018-01-01 119.4552867466720
2018-02-01 119.5267419057700
2018-03-01 119.5153452202400
2018-04-01 119.4458220180990
2018-05-01 119.5567123181940
2018-06-01 119.3548786602640
2018-07-01 118.9580084208410
2018-08-01 118.9044110110520
2018-09-01 118.7720759782010
2018-10-01 118.8782945622240
2018-11-01 118.7049810703270
2018-12-01 118.8117633364330
2019-01-01 118.7117189543090
2019-02-01 118.5342628695730
2019-03-01 118.7732923352640
2019-04-01 118.6019200266670
2019-05-01 118.7725506691280
2019-06-01 118.4883644528130
2019-07-01 118.1993232236670
2019-08-01 117.8593833748820
2019-09-01 117.5078018202740
2019-10-01 118.2497101495410
2019-11-01 118.4671996532480
2019-12-01 118.3513271668480
2020-01-01 118.7322239637760
2020-02-01 118.7037882535560
2020-03-01 117.9117839893590
2020-04-01 101.0877653805620
2020-05-01 99.9279311427915
2020-06-01 104.5734312886450
2020-07-01 106.4527808079100
2020-08-01 108.8351466850290
2020-09-01 109.1160517455460
2020-10-01 110.0737125814320
2020-11-01 109.6245683990680
2020-12-01 107.2442407953340
2021-01-01 109.2363791825630
2021-02-01 109.6607861317970
2021-03-01 110.0604933062490
2021-04-01 110.3508302105160
2021-05-01 110.4774935836180
2021-06-01 110.7305336862090
2021-07-01 111.3151156608700
2021-08-01 111.3412431040250
2021-09-01 110.8709430985550
2021-10-01 112.1445718930320
2021-11-01 112.5638594386440
2021-12-01 112.3087655743770
2022-01-01 111.9282212988360
2022-02-01 111.9455493262190
2022-03-01 111.9656365677480
2022-04-01 111.7702252363600
2022-05-01 112.1148538274350
2022-06-01 112.1309161060830
2022-07-01 112.4124922451730
2022-08-01 112.6106999259600
2022-09-01 112.8469585765890
2022-10-01 112.6323230439800
2022-11-01 113.0816452810950
2022-12-01 113.1752868870870
2023-01-01 113.1664241053990
2023-02-01 113.5561084414310
2023-03-01 113.9886253053060
2023-04-01 113.1748054597350
2023-05-01 113.8843292135390
2023-06-01 115.0823874380310
2023-07-01 114.5914381245350
2023-08-01 114.3806434487680
2023-09-01 114.3329190665330
2023-10-01 113.8322117314680
2023-11-01 114.1994377230460
2023-12-01 114.4337478304780
2024-01-01 114.9893252674920
2024-02-01 115.1923874483560
2024-03-01 116.1215613749820
2024-04-01 115.3572238122080
2024-05-01 115.3217339114130
2024-06-01 114.8979742194480
2024-07-01 114.2053226865350
2024-08-01 114.8873338871500
2024-09-01 115.2714395997560
2024-10-01 115.0069687376180
2024-11-01 114.9001004164550
2024-12-01 114.7676763595680
2025-01-01 115.0729279463210
2025-02-01 115.2183607358180
2025-03-01 115.1121353445660
2025-04-01 115.1360786316710
2025-05-01 114.9250443722310
2025-06-01 115.3432851073220
2025-07-01 114.9519663464910
2025-08-01 115.3361937070030
2025-09-01 114.7889168540430
2025-10-01 114.9472762691170
2025-11-01 114.9392348432620
2025-12-01 115.0883181543120
2026-01-01 114.8032357208920
2026-02-01 114.0373688611530
2026-03-01 113.6180452723420
2026-04-01 114.1160394787370

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