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 2026-01-01
Last Updated 2026-04-10 1:04 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 90.0811648124236
1990-04-01 90.4407336937293
1990-05-01 90.5918957892461
1990-06-01 89.8735407231427
1990-07-01 90.5861296482003
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 96.3910994454903
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 98.5990542322441
1995-03-01 98.8255420340757
1995-04-01 98.7468964426787
1995-05-01 98.8360495616394
1995-06-01 99.8965188730967
1995-07-01 100.3013044991300
1995-08-01 99.9712872205149
1995-09-01 101.0796670083490
1995-10-01 101.2710132279100
1995-11-01 101.9147046659720
1995-12-01 101.6534982471930
1996-01-01 101.3070842606420
1996-02-01 101.8561454680630
1996-03-01 101.7458941287670
1996-04-01 102.1447071657860
1996-05-01 102.3418044554100
1996-06-01 102.0583187072120
1996-07-01 101.8072459735240
1996-08-01 102.3235409478910
1996-09-01 102.6265948817240
1996-10-01 102.8844318007830
1996-11-01 103.2571854060500
1996-12-01 103.0995009020280
1997-01-01 103.6885231346030
1997-02-01 103.6514159811320
1997-03-01 103.8656014589620
1997-04-01 103.5353823883800
1997-05-01 103.9204948790470
1997-06-01 104.5067562884120
1997-07-01 104.7507115654510
1997-08-01 105.0134814752250
1997-09-01 105.3554107709360
1997-10-01 107.0479502819590
1997-11-01 105.9386733060640
1997-12-01 105.9397626207760
1998-01-01 106.2307368542420
1998-02-01 106.2346818799730
1998-03-01 105.8592732281760
1998-04-01 106.5682365218110
1998-05-01 108.0317249314980
1998-06-01 108.4351412668680
1998-07-01 107.9458512847120
1998-08-01 107.8800415111030
1998-09-01 107.2396967397090
1998-10-01 107.2951877757930
1998-11-01 107.3451314539410
1998-12-01 107.4066008909720
1999-01-01 107.3533167731110
1999-02-01 106.9641272408070
1999-03-01 107.3439192808860
1999-04-01 108.4413299818550
1999-05-01 108.0610187619470
1999-06-01 108.0163096943230
1999-07-01 108.5612182923670
1999-08-01 108.6969360557470
1999-09-01 108.5580337585400
1999-10-01 109.1698104043480
1999-11-01 109.2606028647530
1999-12-01 110.2150886228620
2000-01-01 110.1405006391720
2000-02-01 110.7061627920900
2000-03-01 111.2325420168860
2000-04-01 111.6346237818980
2000-05-01 111.3762593858440
2000-06-01 111.7167196560870
2000-07-01 111.5114611023550
2000-08-01 111.8727492452310
2000-09-01 111.9889451107600
2000-10-01 111.9289220433280
2000-11-01 112.3174471845040
2000-12-01 112.2850933931740
2001-01-01 111.1980600715340
2001-02-01 111.8013908689310
2001-03-01 111.8403329938300
2001-04-01 111.6080266248080
2001-05-01 111.6537469731780
2001-06-01 112.0423683580250
2001-07-01 111.6901214011680
2001-08-01 111.8465982611310
2001-09-01 111.9427835152000
2001-10-01 112.4401121926580
2001-11-01 112.6911831669230
2001-12-01 112.0100886347940
2002-01-01 112.2148874049250
2002-02-01 111.9819596746940
2002-03-01 111.9603929066740
2002-04-01 111.9336824746710
2002-05-01 111.7031559947040
2002-06-01 111.6351578108950
2002-07-01 112.3376807731760
2002-08-01 112.1937599046530
2002-09-01 112.7759952856220
2002-10-01 112.7668582771620
2002-11-01 113.0391395274540
2002-12-01 112.8779139375460
2003-01-01 112.5817039516830
2003-02-01 113.0978058708610
2003-03-01 112.6570485887140
2003-04-01 112.5065149024070
2003-05-01 112.5288743734870
2003-06-01 112.1275491937170
2003-07-01 111.5238840665160
2003-08-01 111.5588163135700
2003-09-01 112.3309785801300
2003-10-01 111.6495593479250
2003-11-01 110.8164753128420
2003-12-01 111.4289732479310
2004-01-01 111.9689513254690
2004-02-01 111.8463096685820
2004-03-01 111.8340068562250
2004-04-01 112.5176998933500
2004-05-01 112.4202471622090
2004-06-01 111.6856738531280
2004-07-01 112.4031026078100
2004-08-01 112.5044983139680
2004-09-01 112.3336699650110
2004-10-01 111.7893072012410
2004-11-01 112.0171326662180
2004-12-01 112.1645713922770
2005-01-01 112.0751698565200
2005-02-01 112.1312186544390
2005-03-01 112.0766168629340
2005-04-01 112.5317627948420
2005-05-01 112.3149822247030
2005-06-01 112.6500464532250
2005-07-01 112.9124488823200
2005-08-01 112.8227118331450
2005-09-01 113.1556248729360
2005-10-01 113.0929265513610
2005-11-01 113.1771082282610
2005-12-01 113.7928117042760
2006-01-01 114.5041022444430
2006-02-01 114.1456339473380
2006-03-01 114.5187716590680
2006-04-01 113.9407134767300
2006-05-01 113.8146937952170
2006-06-01 114.6186711481180
2006-07-01 114.7327405663230
2006-08-01 115.0523545288050
2006-09-01 114.7220807874850
2006-10-01 114.6994345325620
2006-11-01 115.1302642689400
2006-12-01 115.2513261186960
2007-01-01 115.2343086119700
2007-02-01 115.2716250970540
2007-03-01 115.5471334203750
2007-04-01 115.0376786678160
2007-05-01 115.8091842203530
2007-06-01 116.1369944290260
2007-07-01 115.5330379715310
2007-08-01 115.9536882559770
2007-09-01 116.5063624591880
2007-10-01 116.7986604257210
2007-11-01 116.8684140418980
2007-12-01 116.8586526327690
2008-01-01 116.2822564004410
2008-02-01 116.7656492496450
2008-03-01 116.5860592822110
2008-04-01 116.5907911301460
2008-05-01 116.4799183518540
2008-06-01 116.3785320780090
2008-07-01 116.0255972524300
2008-08-01 116.1044860346730
2008-09-01 116.2981607946060
2008-10-01 116.0797232161040
2008-11-01 115.7917711922550
2008-12-01 115.2868556962300
2009-01-01 115.3488922592960
2009-02-01 114.5140601797650
2009-03-01 114.1458676878890
2009-04-01 114.0103771431480
2009-05-01 113.7570776864520
2009-06-01 113.4718903966260
2009-07-01 114.4935420640890
2009-08-01 113.6316783063350
2009-09-01 113.0861396023390
2009-10-01 113.7086697674490
2009-11-01 113.5015672958030
2009-12-01 113.9114084177410
2010-01-01 114.1042954541240
2010-02-01 114.1129068338110
2010-03-01 114.7129585944310
2010-04-01 115.8233346403030
2010-05-01 115.1966079461990
2010-06-01 115.7148752492770
2010-07-01 115.2132451856200
2010-08-01 115.1563516475070
2010-09-01 114.0668198902110
2010-10-01 114.3764413139070
2010-11-01 114.2027773227650
2010-12-01 114.2026998931380
2011-01-01 114.5259646449540
2011-02-01 114.6782622641340
2011-03-01 114.7646379351660
2011-04-01 115.3732254934790
2011-05-01 114.8136344104960
2011-06-01 114.7824077117400
2011-07-01 112.9168072775330
2011-08-01 113.6610813484590
2011-09-01 114.4319245627050
2011-10-01 114.3842580098010
2011-11-01 114.4760101242140
2011-12-01 114.2689636375930
2012-01-01 113.6067200800280
2012-02-01 114.1366061446320
2012-03-01 113.9241566207760
2012-04-01 114.1231981973560
2012-05-01 114.3891903809070
2012-06-01 114.3391534734860
2012-07-01 114.7253799292690
2012-08-01 115.1194581265910
2012-09-01 115.0805979630030
2012-10-01 115.5821982580210
2012-11-01 115.7381951656100
2012-12-01 115.9241634355010
2013-01-01 115.5480899664770
2013-02-01 116.0893972624450
2013-03-01 116.2088691772190
2013-04-01 116.0296765007940
2013-05-01 116.1831456808450
2013-06-01 115.9923135531230
2013-07-01 116.7743416699560
2013-08-01 117.0002589944280
2013-09-01 116.9454046576910
2013-10-01 116.6536036257460
2013-11-01 116.9227364404830
2013-12-01 116.8971702848340
2014-01-01 117.4215572332520
2014-02-01 117.0651271572240
2014-03-01 117.0804372135270
2014-04-01 116.6951882594010
2014-05-01 116.8695538088700
2014-06-01 117.1431047055230
2014-07-01 117.2425912968290
2014-08-01 117.4035487965970
2014-09-01 117.7379057265440
2014-10-01 117.8202214357240
2014-11-01 119.2492894860770
2014-12-01 119.3861289050660
2015-01-01 117.6509398579600
2015-02-01 117.5540503589980
2015-03-01 117.6264212026630
2015-04-01 117.9299879713650
2015-05-01 118.0060190612250
2015-06-01 118.3694216596990
2015-07-01 118.4505038106490
2015-08-01 118.3544971800470
2015-09-01 118.2831289885020
2015-10-01 118.1703698567770
2015-11-01 118.0735480819500
2015-12-01 118.1518507594040
2016-01-01 119.0901659337350
2016-02-01 118.6604067683850
2016-03-01 118.4404302929010
2016-04-01 118.8777513654020
2016-05-01 118.6960644878870
2016-06-01 117.5764792279310
2016-07-01 118.4579482474080
2016-08-01 118.6665379691450
2016-09-01 118.7729983639900
2016-10-01 119.0158117735120
2016-11-01 118.9504362921970
2016-12-01 118.7845197620670
2017-01-01 119.6420689084160
2017-02-01 119.4311955487420
2017-03-01 119.6823803190560
2017-04-01 119.6708082678970
2017-05-01 118.9931798143080
2017-06-01 119.5036606823780
2017-07-01 119.6507142089670
2017-08-01 119.8651651692850
2017-09-01 120.0870535520020
2017-10-01 119.8409110755910
2017-11-01 119.6440014580010
2017-12-01 119.6658082138220
2018-01-01 119.4553307470350
2018-02-01 119.5257199013790
2018-03-01 119.5155828222960
2018-04-01 119.4444531574550
2018-05-01 119.5538399438610
2018-06-01 119.3529979388270
2018-07-01 118.9566300473360
2018-08-01 118.9046993631610
2018-09-01 118.7759167497490
2018-10-01 118.8783235059840
2018-11-01 118.7113273057750
2018-12-01 118.8121146506510
2019-01-01 118.7109376816800
2019-02-01 118.5321502967840
2019-03-01 118.7733559880410
2019-04-01 118.5997299218980
2019-05-01 118.7690299972320
2019-06-01 118.4857724775900
2019-07-01 118.1974768056480
2019-08-01 117.8598454880760
2019-09-01 117.5126881821540
2019-10-01 118.2493618365250
2019-11-01 118.4786298722250
2019-12-01 118.3507121932260
2020-01-01 118.7308698464610
2020-02-01 118.7010078879670
2020-03-01 117.9109621026190
2020-04-01 101.0834979334660
2020-05-01 99.9238175696714
2020-06-01 104.5695801245540
2020-07-01 106.4507025029250
2020-08-01 108.8361684229260
2020-09-01 109.1237295916270
2020-10-01 110.0700937337010
2020-11-01 109.6437854712680
2020-12-01 107.2457392491690
2021-01-01 109.2363665583290
2021-02-01 109.6581838276510
2021-03-01 110.0521490707350
2021-04-01 110.3429579925020
2021-05-01 110.4707057247700
2021-06-01 110.7232546178280
2021-07-01 111.3110695651010
2021-08-01 111.3420455796970
2021-09-01 110.8914033292520
2021-10-01 112.1406668080720
2021-11-01 112.5899170045780
2021-12-01 112.3159887700310
2022-01-01 111.9311570560930
2022-02-01 111.9419992112730
2022-03-01 111.9455192678620
2022-04-01 111.7542558803810
2022-05-01 112.1009540525240
2022-06-01 112.1171170045290
2022-07-01 112.4042537978540
2022-08-01 112.6101728710600
2022-09-01 112.8792494951070
2022-10-01 112.6337010256710
2022-11-01 113.1246730993470
2022-12-01 113.2024651069910
2023-01-01 113.2024697103130
2023-02-01 113.5214918385880
2023-03-01 113.9329771545530
2023-04-01 113.1430506479450
2023-05-01 113.8643108475130
2023-06-01 115.0618716293490
2023-07-01 114.5804540545050
2023-08-01 114.3812956917320
2023-09-01 114.3787771742360
2023-10-01 113.8481900139270
2023-11-01 114.2599822561920
2023-12-01 114.4901605829890
2024-01-01 115.0726864273540
2024-02-01 115.1115297897130
2024-03-01 116.0175802716590
2024-04-01 115.3071792342990
2024-05-01 115.2959203431250
2024-06-01 114.8712805003520
2024-07-01 114.1935882820550
2024-08-01 114.8916939184830
2024-09-01 115.3247652360210
2024-10-01 115.0376395861840
2024-11-01 114.9808224939990
2024-12-01 114.8580072214560
2025-01-01 115.2143230000240
2025-02-01 115.0823910086940
2025-03-01 114.9510024491630
2025-04-01 115.0703690411570
2025-05-01 114.8962657294510
2025-06-01 115.3124025330170
2025-07-01 114.9410532297570
2025-08-01 115.3451875276740
2025-09-01 114.8526192195500
2025-10-01 114.9922964972050
2025-11-01 115.0330379845740
2025-12-01 115.2033693072090
2026-01-01 114.9830329614330

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