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 2026-05-01
Last Updated 2026-06-24 10:26 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 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 91.8218109374083
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 94.0226555634786
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
1998-02-01 106.2346818799690
1998-03-01 105.8592732281750
1998-04-01 106.5682365218110
1998-05-01 108.0317249315010
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
1999-01-01 107.3533167731040
1999-02-01 106.9641272408010
1999-03-01 107.3439192808850
1999-04-01 108.4413299818580
1999-05-01 108.0610187619550
1999-06-01 108.0163096943470
1999-07-01 108.5612182923760
1999-08-01 108.6969360557520
1999-09-01 108.5580337585390
1999-10-01 109.1698104043390
1999-11-01 109.2606028647250
1999-12-01 110.2150886228450
2000-01-01 110.1405006391560
2000-02-01 110.7061627920790
2000-03-01 111.2325420168850
2000-04-01 111.6346237819040
2000-05-01 111.3762593858570
2000-06-01 111.7167196561300
2000-07-01 111.5114611024480
2000-08-01 111.8727492452520
2000-09-01 111.9889451107650
2000-10-01 111.9289220433050
2000-11-01 112.3174471844190
2000-12-01 112.2850933930950
2001-01-01 111.1980600714510
2001-02-01 111.8013908688600
2001-03-01 111.8403329937830
2001-04-01 111.6080266250650
2001-05-01 111.6537469731720
2001-06-01 112.0423683580230
2001-07-01 111.6901214013280
2001-08-01 111.8465982611690
2001-09-01 111.9427835152360
2001-10-01 112.4401121925710
2001-11-01 112.6911831669100
2001-12-01 112.0100886347580
2002-01-01 112.2148874048270
2002-02-01 111.9819596745350
2002-03-01 111.9603929064650
2002-04-01 111.9336824749920
2002-05-01 111.7031559944630
2002-06-01 111.6351578106480
2002-07-01 112.3376807733820
2002-08-01 112.1937599048920
2002-09-01 112.7759952860100
2002-10-01 112.7668582774740
2002-11-01 113.0391395280390
2002-12-01 112.8779139380390
2003-01-01 112.5817039499270
2003-02-01 113.0978058705960
2003-03-01 112.6570485879970
2003-04-01 112.5065149031380
2003-05-01 112.5288743728960
2003-06-01 112.1275491927590
2003-07-01 111.5238840665140
2003-08-01 111.5588163141320
2003-09-01 112.3309785812580
2003-10-01 111.6495593495080
2003-11-01 110.8164753152840
2003-12-01 111.4289732500540
2004-01-01 111.9689513230680
2004-02-01 111.8463096691630
2004-03-01 111.8340068553560
2004-04-01 112.5176998813840
2004-05-01 112.4202471617760
2004-06-01 111.6856738530780
2004-07-01 112.4031026049990
2004-08-01 112.5044983194620
2004-09-01 112.3336699722020
2004-10-01 111.7893072095480
2004-11-01 112.0171326753470
2004-12-01 112.1645714002610
2005-01-01 112.0751698429710
2005-02-01 112.1312186550970
2005-03-01 112.0766168561630
2005-04-01 112.5317627604900
2005-05-01 112.3149822145670
2005-06-01 112.6500464493760
2005-07-01 112.9124488806240
2005-08-01 112.8227118582170
2005-09-01 113.1556249108870
2005-10-01 113.0929265950930
2005-11-01 113.1771082683000
2005-12-01 113.7928117285100
2006-01-01 114.5041022052730
2006-02-01 114.1456338911670
2006-03-01 114.5187715505730
2006-04-01 113.9407133127130
2006-05-01 113.8146937038290
2006-06-01 114.6186711365840
2006-07-01 114.7327407144390
2006-08-01 115.0523547605410
2006-09-01 114.7220812487970
2006-10-01 114.6994346964270
2006-11-01 115.1302642686760
2006-12-01 115.2513259415230
2007-01-01 115.2343082469980
2007-02-01 115.2716246771200
2007-03-01 115.5471329827120
2007-04-01 115.0376782970100
2007-05-01 115.8091841313200
2007-06-01 116.1369945319410
2007-07-01 115.5330386536270
2007-08-01 115.9536891458890
2007-09-01 116.5063639864440
2007-10-01 116.7986608704550
2007-11-01 116.8684138436740
2007-12-01 116.8586517861930
2008-01-01 116.2822550682790
2008-02-01 116.7656477586170
2008-03-01 116.5860579178120
2008-04-01 116.5907905136930
2008-05-01 116.4799179877070
2008-06-01 116.3785324224240
2008-07-01 116.0255990014800
2008-08-01 116.1044905025650
2008-09-01 116.2981639238150
2008-10-01 116.0797247837490
2008-11-01 115.7917720199090
2008-12-01 115.2868556542510
2009-01-01 115.3488778409880
2009-02-01 114.5140588659190
2009-03-01 114.1458662985560
2009-04-01 114.0103769323490
2009-05-01 113.7570778178950
2009-06-01 113.4718923732260
2009-07-01 114.4935468982980
2009-08-01 113.6316888959640
2009-09-01 113.0861465968340
2009-10-01 113.7086735905520
2009-11-01 113.5015682154090
2009-12-01 113.9114061022990
2010-01-01 114.1042636921300
2010-02-01 114.1129017271290
2010-03-01 114.7129543855520
2010-04-01 115.8233335061470
2010-05-01 115.1966084429040
2010-06-01 115.7148882381030
2010-07-01 115.2132550835970
2010-08-01 115.1563718945200
2010-09-01 114.0668344472540
2010-10-01 114.3764512723440
2010-11-01 114.2027814781710
2010-12-01 114.2026976624760
2011-01-01 114.5258793651160
2011-02-01 114.6782535251040
2011-03-01 114.7646307099640
2011-04-01 115.3732327031200
2011-05-01 114.8136367554410
2011-06-01 114.7824351840320
2011-07-01 112.9168275991810
2011-08-01 113.6611166146330
2011-09-01 114.4319552576200
2011-10-01 114.3842836719010
2011-11-01 114.4760213038720
2011-12-01 114.2689587016840
2012-01-01 113.6065369894230
2012-02-01 114.1365562878360
2012-03-01 113.9241663712820
2012-04-01 114.1232322845610
2012-05-01 114.3892102898390
2012-06-01 114.3392087641360
2012-07-01 114.7254202489780
2012-08-01 115.1195123207810
2012-09-01 115.0806427762320
2012-10-01 115.5822337205020
2012-11-01 115.7382032620880
2012-12-01 115.9241443708420
2013-01-01 115.5477818133060
2013-02-01 116.0893047274580
2013-03-01 116.2089032040310
2013-04-01 116.0297511924990
2013-05-01 116.1831987377370
2013-06-01 115.9924003847570
2013-07-01 116.7744144075980
2013-08-01 117.0003355330370
2013-09-01 116.9454716634320
2013-10-01 116.6536652473420
2013-11-01 116.9227600741920
2013-12-01 116.8969585392920
2014-01-01 117.4211877717020
2014-02-01 117.0649918742050
2014-03-01 117.0804809310410
2014-04-01 116.6952686450980
2014-05-01 116.8699009704170
2014-06-01 117.1431879581940
2014-07-01 117.2426566918640
2014-08-01 117.4036037341360
2014-09-01 117.7379448242730
2014-10-01 117.8202504488960
2014-11-01 119.2492801859500
2014-12-01 119.3856969149940
2015-01-01 117.6505562535360
2015-02-01 117.5539300073180
2015-03-01 117.6265119535210
2015-04-01 117.9301386310310
2015-05-01 118.0067300663220
2015-06-01 118.3695369344900
2015-07-01 118.4505583678980
2015-08-01 118.3544738809140
2015-09-01 118.2830468897920
2015-10-01 118.1702624204870
2015-11-01 118.0734164406980
2015-12-01 118.1511322198540
2016-01-01 119.0897828403010
2016-02-01 118.6602907976650
2016-03-01 118.4406232291050
2016-04-01 118.8780951049170
2016-05-01 118.6973549937530
2016-06-01 117.5769092053250
2016-07-01 118.4582586051440
2016-08-01 118.6665933379630
2016-09-01 118.7719429749660
2016-10-01 119.0153878930670
2016-11-01 118.9498421177530
2016-12-01 118.7832704447300
2017-01-01 119.6417441290150
2017-02-01 119.4315791471960
2017-03-01 119.6823122936680
2017-04-01 119.6717531955930
2017-05-01 118.9954459541630
2017-06-01 119.5050107239170
2017-07-01 119.6516770541260
2017-08-01 119.8648757082170
2017-09-01 120.0845729545780
2017-10-01 119.8398906202600
2017-11-01 119.6420978094520
2017-12-01 119.6641312497860
2018-01-01 119.4550235045860
2018-02-01 119.5267056100880
2018-03-01 119.5154027275120
2018-04-01 119.4460253207000
2018-05-01 119.5571837509840
2018-06-01 119.3556069797930
2018-07-01 118.9587669977620
2018-08-01 118.9051421733690
2018-09-01 118.7725479896960
2018-10-01 118.8789327167380
2018-11-01 118.6988442660630
2018-12-01 118.8122891030060
2019-01-01 118.7121579313160
2019-02-01 118.5347248862290
2019-03-01 118.7736522146720
2019-04-01 118.6023572757610
2019-05-01 118.7731966029380
2019-06-01 118.4893030018540
2019-07-01 118.2004178507390
2019-08-01 117.8606750429170
2019-09-01 117.5089715985420
2019-10-01 118.2513431415970
2019-11-01 118.4554222881180
2019-12-01 118.3527953491020
2020-01-01 118.7333581814220
2020-02-01 118.7047701110920
2020-03-01 117.9126075697540
2020-04-01 101.0888690258490
2020-05-01 99.9286196484979
2020-06-01 104.5741991347360
2020-07-01 106.4535732773670
2020-08-01 108.8359592620840
2020-09-01 109.1165727549040
2020-10-01 110.0813709483720
2020-11-01 109.6060414020230
2020-12-01 107.2459126383900
2021-01-01 109.2379339348230
2021-02-01 109.6622172505580
2021-03-01 110.0622205220170
2021-04-01 110.3527609999100
2021-05-01 110.4783111956150
2021-06-01 110.7311114636120
2021-07-01 111.3159131787470
2021-08-01 111.3415836629640
2021-09-01 110.8661839699490
2021-10-01 112.1576821522770
2021-11-01 112.5444508742710
2021-12-01 112.3099729641710
2022-01-01 111.9298451633960
2022-02-01 111.9474795727430
2022-03-01 111.9684554146520
2022-04-01 111.7729409807980
2022-05-01 112.1157350054150
2022-06-01 112.1312264181210
2022-07-01 112.4131134366560
2022-08-01 112.6102095719850
2022-09-01 112.8364951230000
2022-10-01 112.6504836115540
2022-11-01 113.0611473119600
2022-12-01 113.1731213622320
2023-01-01 113.1685552618700
2023-02-01 113.5632370679540
2023-03-01 113.9933580716480
2023-04-01 113.1816252836990
2023-05-01 113.8810927983880
2023-06-01 115.0812608909640
2023-07-01 114.5928364397720
2023-08-01 114.3801645368830
2023-09-01 114.3168569683820
2023-10-01 113.8479236762980
2023-11-01 114.1829293363980
2023-12-01 114.4269655579450
2024-01-01 114.9915845349090
2024-02-01 115.2058797648030
2024-03-01 116.1310877503550
2024-04-01 115.3736434903920
2024-05-01 115.3058705176320
2024-06-01 114.8952009044760
2024-07-01 114.2072738883290
2024-08-01 114.8863162618520
2024-09-01 115.2522094535580
2024-10-01 115.0209476942770
2024-11-01 114.8867781410890
2024-12-01 114.7549224718960
2025-01-01 115.0751901615790
2025-02-01 115.2395601151580
2025-03-01 115.1274531536730
2025-04-01 115.1641074626200
2025-05-01 114.8914727891250
2025-06-01 115.3391292285590
2025-07-01 114.9555370566520
2025-08-01 115.3360897571150
2025-09-01 114.7670306825020
2025-10-01 114.9562909519770
2025-11-01 114.9297398228220
2025-12-01 115.0714073377060
2026-01-01 114.8046372695160
2026-02-01 114.0622985157250
2026-03-01 113.6381093988800
2026-04-01 114.1532798507540
2026-05-01 114.3854039624210

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