Table Data - All Employees: Leisure and Hospitality: Accommodation and Food Services in Fargo, ND-MN (MSA)

Title All Employees: Leisure and Hospitality: Accommodation and Food Services in Fargo, ND-MN (MSA)
Series ID SMU38220207072000001SA
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 2025-12-01
Last Updated 2026-01-28 2:24 AM 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 6.99542992174179
1990-02-01 6.95754984173494
1990-03-01 6.98049422879561
1990-04-01 6.93679247766967
1990-05-01 7.01792629053697
1990-06-01 6.97326633535671
1990-07-01 7.17601987313116
1990-08-01 7.15839983459083
1990-09-01 7.12886556934258
1990-10-01 7.07117687082614
1990-11-01 7.13643976969963
1990-12-01 7.07282391128151
1991-01-01 6.99508465493201
1991-02-01 6.94985525134947
1991-03-01 6.87268931813330
1991-04-01 6.92619974105103
1991-05-01 7.03437219557566
1991-06-01 7.07414931800271
1991-07-01 7.08651029651157
1991-08-01 7.06537671733077
1991-09-01 7.02517025538124
1991-10-01 7.16697510110425
1991-11-01 7.13651989143322
1991-12-01 7.17716341333289
1992-01-01 7.29738685502506
1992-02-01 7.33214259520529
1992-03-01 7.35414513451268
1992-04-01 7.41002935034061
1992-05-01 7.46290291128048
1992-06-01 7.37762427620228
1992-07-01 7.40313161354373
1992-08-01 7.38304598322693
1992-09-01 7.41768342950051
1992-10-01 7.35921615196348
1992-11-01 7.43574954072593
1992-12-01 7.48493117608083
1993-01-01 7.39944921429274
1993-02-01 7.40257859532518
1993-03-01 7.42476407930963
1993-04-01 7.49650412318647
1993-05-01 7.39104783008671
1993-06-01 7.59693486940202
1993-07-01 7.52203905052024
1993-08-01 7.70614303378020
1993-09-01 7.60773356280043
1993-10-01 7.65170814787819
1993-11-01 7.52111475940254
1993-12-01 7.48572349448805
1994-01-01 7.70999833162309
1994-02-01 7.67556086757629
1994-03-01 7.69554402672645
1994-04-01 7.79000299829229
1994-05-01 7.72002923635322
1994-06-01 7.81242361659597
1994-07-01 7.84084296014040
1994-08-01 7.92237606363596
1994-09-01 7.99493029473112
1994-10-01 8.04428659519573
1994-11-01 8.10738480830367
1994-12-01 8.09415371414512
1995-01-01 8.11528403055304
1995-02-01 8.15176544273202
1995-03-01 8.17207499140632
1995-04-01 8.08758235682882
1995-05-01 8.04429759969735
1995-06-01 8.03765941327155
1995-07-01 8.25180676752509
1995-08-01 8.02446870142313
1995-09-01 8.08221757991906
1995-10-01 8.04106521104890
1995-11-01 8.08780869964217
1995-12-01 8.09736678671191
1996-01-01 8.11932549009026
1996-02-01 8.24104136605903
1996-03-01 8.26621910809794
1996-04-01 8.18950789792724
1996-05-01 8.36340356057853
1996-06-01 8.24951912069430
1996-07-01 8.36057233855498
1996-08-01 8.31543623158906
1996-09-01 8.37424086947923
1996-10-01 8.54435586502297
1996-11-01 8.56956036988219
1996-12-01 8.60151927531615
1997-01-01 8.51191859136486
1997-02-01 8.53603117508354
1997-03-01 8.56895080919086
1997-04-01 8.59563878906551
1997-05-01 8.77821120238612
1997-06-01 8.66072551800527
1997-07-01 8.56806245558583
1997-08-01 8.60794977048474
1997-09-01 8.56568490345023
1997-10-01 8.44470005806578
1997-11-01 8.25115925048172
1997-12-01 8.39247610867311
1998-01-01 8.49686614561898
1998-02-01 8.54599624192362
1998-03-01 8.59047614449456
1998-04-01 8.70409111286450
1998-05-01 8.59184873176914
1998-06-01 8.55294847324535
1998-07-01 8.78000724739397
1998-08-01 8.79559935952437
1998-09-01 8.75528220693508
1998-10-01 8.74920828145598
1998-11-01 8.63671169692956
1998-12-01 8.68319448990996
1999-01-01 8.67462689114106
1999-02-01 8.65781863262994
1999-03-01 8.61580240330648
1999-04-01 8.71805372292395
1999-05-01 8.71584762253086
1999-06-01 8.74767869151243
1999-07-01 8.67720994098886
1999-08-01 8.78132400109055
1999-09-01 8.73630649174073
1999-10-01 8.84273588258497
1999-11-01 9.03006882759004
1999-12-01 9.26929941550774
2000-01-01 9.06090744574406
2000-02-01 9.08275392021347
2000-03-01 9.15335985165088
2000-04-01 9.03475312836838
2000-05-01 9.03219906499577
2000-06-01 8.83431634095194
2000-07-01 9.06224376388795
2000-08-01 9.06015928829834
2000-09-01 9.22244474684318
2000-10-01 9.23422978151775
2000-11-01 9.22173275049187
2000-12-01 9.26150273798888
2001-01-01 9.36063954987489
2001-02-01 9.31078813233518
2001-03-01 9.28297129610823
2001-04-01 9.15783003126784
2001-05-01 9.44432874489080
2001-06-01 9.33159635734391
2001-07-01 9.23423277666073
2001-08-01 9.23529322498648
2001-09-01 9.20328796488424
2001-10-01 9.20863436011784
2001-11-01 9.32461615862896
2001-12-01 9.35933263955923
2002-01-01 9.37493767036381
2002-02-01 9.44663094620315
2002-03-01 9.41573651041358
2002-04-01 9.37247825499108
2002-05-01 9.33888549713227
2002-06-01 9.42184793279941
2002-07-01 9.51387954872452
2002-08-01 9.61005532121870
2002-09-01 9.49103637340282
2002-10-01 9.38819625410553
2002-11-01 9.33126709097699
2002-12-01 9.36041560207973
2003-01-01 9.29115605335603
2003-02-01 9.27113846118830
2003-03-01 9.32622609602095
2003-04-01 9.48267155464949
2003-05-01 9.54393263443245
2003-06-01 9.62402309927828
2003-07-01 9.70818474247143
2003-08-01 9.68817486661377
2003-09-01 9.56657012954956
2003-10-01 9.66402956118825
2003-11-01 9.64746268919128
2003-12-01 9.56339259683257
2004-01-01 9.60149551111020
2004-02-01 9.59623679051431
2004-03-01 9.62499027183541
2004-04-01 9.68244260384413
2004-05-01 9.73351112461907
2004-06-01 9.72510987492341
2004-07-01 10.12442807738300
2004-08-01 9.98886990268106
2004-09-01 10.15222969891890
2004-10-01 10.05464605948630
2004-11-01 9.84912836541761
2004-12-01 9.86081916738344
2005-01-01 10.10456431996600
2005-02-01 10.20537147176420
2005-03-01 10.20270600793390
2005-04-01 10.27534563020550
2005-05-01 10.33147273637320
2005-06-01 10.33232853466890
2005-07-01 10.26096743320470
2005-08-01 10.21200375509510
2005-09-01 10.22829115355360
2005-10-01 10.24838744266390
2005-11-01 10.24567517302430
2005-12-01 10.35826045400960
2006-01-01 10.30011369927270
2006-02-01 10.50977361879130
2006-03-01 10.28390452120410
2006-04-01 10.16643780712940
2006-05-01 10.11374490542750
2006-06-01 10.23126612786400
2006-07-01 10.20273390176740
2006-08-01 10.44948198076940
2006-09-01 10.50837876899670
2006-10-01 10.55507333795710
2006-11-01 10.54023894461250
2006-12-01 10.55034340647950
2007-01-01 10.69979371874760
2007-02-01 10.60133467735700
2007-03-01 10.76677525303860
2007-04-01 10.75271739336260
2007-05-01 10.90460008414620
2007-06-01 10.83470211247070
2007-07-01 10.94182935577080
2007-08-01 10.88343112657450
2007-09-01 10.78094169043130
2007-10-01 10.94904003640800
2007-11-01 11.13444171448100
2007-12-01 11.14929860794270
2008-01-01 11.10972138642260
2008-02-01 11.20295183766700
2008-03-01 11.16564508386820
2008-04-01 11.24159702881810
2008-05-01 10.98454392606790
2008-06-01 11.13685313520050
2008-07-01 11.05928045069770
2008-08-01 11.00862326343190
2008-09-01 10.85932965994530
2008-10-01 11.13783121199880
2008-11-01 11.22682226546570
2008-12-01 11.25624843806050
2009-01-01 11.33137856162170
2009-02-01 11.30037569225000
2009-03-01 11.08129912695300
2009-04-01 11.32170261353280
2009-05-01 11.57545232944880
2009-06-01 11.64021801589920
2009-07-01 11.46597253533160
2009-08-01 11.51675992650320
2009-09-01 11.44267101235610
2009-10-01 11.31805246052490
2009-11-01 11.21962678926000
2009-12-01 11.26523157805500
2010-01-01 11.25472982599030
2010-02-01 11.30136355213670
2010-03-01 11.30954993654980
2010-04-01 11.31648561391580
2010-05-01 11.26205482381930
2010-06-01 11.03607525953310
2010-07-01 11.06290095830800
2010-08-01 11.00918792038300
2010-09-01 11.03278144946020
2010-10-01 11.10356534794390
2010-11-01 11.01967680006730
2010-12-01 10.97032890554470
2011-01-01 10.87816436725170
2011-02-01 10.89709538183930
2011-03-01 10.93505783747260
2011-04-01 10.91450577667620
2011-05-01 10.96088997971570
2011-06-01 11.03010380254750
2011-07-01 11.16063195972290
2011-08-01 11.19535267252940
2011-09-01 11.33019515192380
2011-10-01 11.38356180416870
2011-11-01 11.41571482789160
2011-12-01 11.37178844875510
2012-01-01 11.49787367357800
2012-02-01 11.50251953852260
2012-03-01 11.45453954802720
2012-04-01 11.62421899566680
2012-05-01 11.55716270264460
2012-06-01 11.61876064257920
2012-07-01 11.65407143495470
2012-08-01 11.68244935150510
2012-09-01 11.63466647626420
2012-10-01 11.57444129522320
2012-11-01 11.51051533229140
2012-12-01 11.76916103359420
2013-01-01 11.71233492197740
2013-02-01 11.70287224638950
2013-03-01 11.66676417352680
2013-04-01 11.62997497415410
2013-05-01 11.66582083847980
2013-06-01 11.60421299560590
2013-07-01 11.54512673718400
2013-08-01 11.57564655104110
2013-09-01 11.54669515996300
2013-10-01 11.57302178015830
2013-11-01 11.60544974350610
2013-12-01 11.65868547171820
2014-01-01 11.61783698573970
2014-02-01 11.80325830103570
2014-03-01 11.87070614211380
2014-04-01 11.84306198519730
2014-05-01 12.17511366679770
2014-06-01 12.09403037465120
2014-07-01 12.03352978115220
2014-08-01 12.16679869408470
2014-09-01 12.36053750287850
2014-10-01 12.26985383583320
2014-11-01 12.20927193358750
2014-12-01 12.15219168355330
2015-01-01 12.12131103534680
2015-02-01 12.10182877762190
2015-03-01 12.16510503851550
2015-04-01 12.24877221916510
2015-05-01 12.28574450677670
2015-06-01 12.29762717769220
2015-07-01 12.21678260503570
2015-08-01 12.26320778137430
2015-09-01 12.27708443123030
2015-10-01 12.25424101113660
2015-11-01 12.31767884145820
2015-12-01 12.34763062343310
2016-01-01 12.32165441767830
2016-02-01 12.30509183816540
2016-03-01 12.25756078422500
2016-04-01 12.14922964305930
2016-05-01 12.09740498659820
2016-06-01 12.11589878348830
2016-07-01 12.09715590276230
2016-08-01 12.05302646924280
2016-09-01 12.08754894908750
2016-10-01 12.03752028273900
2016-11-01 12.12654574612320
2016-12-01 12.15109459947080
2017-01-01 12.31994011353560
2017-02-01 12.30114852383930
2017-03-01 12.15536543455730
2017-04-01 12.15366392549880
2017-05-01 12.11296284791540
2017-06-01 12.13798621372790
2017-07-01 12.17417834490480
2017-08-01 12.12834417487190
2017-09-01 12.09063171431900
2017-10-01 12.12491416195620
2017-11-01 12.14378554734090
2017-12-01 11.96198555546350
2018-01-01 11.92153507053690
2018-02-01 11.89042795886530
2018-03-01 11.94918650839020
2018-04-01 12.06715017545780
2018-05-01 12.02988616258080
2018-06-01 11.95778723886090
2018-07-01 11.94496697400320
2018-08-01 11.89271965054810
2018-09-01 11.89584831438050
2018-10-01 12.01493376219280
2018-11-01 11.96184390857900
2018-12-01 12.07803212767910
2019-01-01 12.23190431175270
2019-02-01 12.07929427337920
2019-03-01 12.14304091667390
2019-04-01 12.18523033419430
2019-05-01 12.14070787948250
2019-06-01 12.06039750446640
2019-07-01 12.11156899430940
2019-08-01 12.15884686020200
2019-09-01 12.20393005600730
2019-10-01 12.11700897549670
2019-11-01 12.18336312837120
2019-12-01 12.10300494121750
2020-01-01 12.04003461419240
2020-02-01 12.06513745370780
2020-03-01 11.82984674020000
2020-04-01 6.20243629165534
2020-05-01 8.04772126975079
2020-06-01 9.15487553576253
2020-07-01 9.67320434182336
2020-08-01 9.82758078814016
2020-09-01 9.91850590198012
2020-10-01 9.94267498083161
2020-11-01 9.79866321680456
2020-12-01 9.33131144160267
2021-01-01 9.94052594264752
2021-02-01 10.14932106165270
2021-03-01 10.31295404063470
2021-04-01 10.31858557938510
2021-05-01 10.44725879632970
2021-06-01 10.64104721843370
2021-07-01 10.84261111199870
2021-08-01 10.90391304696720
2021-09-01 10.92448101014800
2021-10-01 11.18108855283290
2021-11-01 11.21774497853000
2021-12-01 11.36213811727940
2022-01-01 11.33748729146530
2022-02-01 11.33178373176780
2022-03-01 11.38960803111830
2022-04-01 11.53374674482110
2022-05-01 11.55102424502830
2022-06-01 11.62448133580030
2022-07-01 11.60967701182830
2022-08-01 11.59443439954830
2022-09-01 11.62598023109500
2022-10-01 11.61042173510590
2022-11-01 11.72760014837150
2022-12-01 11.69205720552940
2023-01-01 11.93731021354490
2023-02-01 11.83158761323040
2023-03-01 11.77762687473930
2023-04-01 11.73548582865450
2023-05-01 11.74388652074440
2023-06-01 11.70527644148860
2023-07-01 11.79315222960440
2023-08-01 11.79580552930480
2023-09-01 11.71517160956540
2023-10-01 11.72960670260440
2023-11-01 11.93657921252750
2023-12-01 12.01746972635820
2024-01-01 12.23766616456560
2024-02-01 12.23284796008180
2024-03-01 12.37042015027180
2024-04-01 12.33595379512180
2024-05-01 12.34014424328750
2024-06-01 12.19388949429260
2024-07-01 12.08217215948570
2024-08-01 12.29938799139040
2024-09-01 12.10012979614160
2024-10-01 11.93784540781410
2024-11-01 11.83730994901790
2024-12-01 12.03752062393350
2025-01-01 11.73957019722050
2025-02-01 11.73886563392610
2025-03-01 11.67112608825490
2025-04-01 11.63463030168940
2025-05-01 11.63360043587000
2025-06-01 11.78829347467970
2025-07-01 11.78686416142670
2025-08-01 11.69891260476630
2025-09-01 11.87940950816060
2025-10-01 11.83713015106060
2025-11-01 11.74282571809080
2025-12-01 11.54906361803070

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