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 2026-05-01
Last Updated 2026-06-24 10:12 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 6.99542992174179
1990-02-01 6.95754984173494
1990-03-01 6.98049422879560
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 6.92619974105102
1991-05-01 7.03437219557566
1991-06-01 7.07414931800271
1991-07-01 7.08651029651156
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 7.41768342950050
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 7.72002923635321
1994-06-01 7.81242361659597
1994-07-01 7.84084296014040
1994-08-01 7.92237606363596
1994-09-01 7.99493029473112
1994-10-01 8.04428659519574
1994-11-01 8.10738480830367
1994-12-01 8.09415371414512
1995-01-01 8.11528403055304
1995-02-01 8.15176544273202
1995-03-01 8.17207499140633
1995-04-01 8.08758235682886
1995-05-01 8.04429759969737
1995-06-01 8.03765941327154
1995-07-01 8.25180676752509
1995-08-01 8.02446870142310
1995-09-01 8.08221757991901
1995-10-01 8.04106521104884
1995-11-01 8.08780869964209
1995-12-01 8.09736678671183
1996-01-01 8.11932549009022
1996-02-01 8.24104136605910
1996-03-01 8.26621910809812
1996-04-01 8.18950789792754
1996-05-01 8.36340356057878
1996-06-01 8.24951912069440
1996-07-01 8.36057233855492
1996-08-01 8.31543623158874
1996-09-01 8.37424086947913
1996-10-01 8.54435586502248
1996-11-01 8.56956036988173
1996-12-01 8.60151927531578
1997-01-01 8.51191859136479
1997-02-01 8.53603117508388
1997-03-01 8.56895080919160
1997-04-01 8.59563878906656
1997-05-01 8.77821120238704
1997-06-01 8.66072551800600
1997-07-01 8.56806245558562
1997-08-01 8.60794977048364
1997-09-01 8.56568490344946
1997-10-01 8.44470005806402
1997-11-01 8.25115925047946
1997-12-01 8.39247610867046
1998-01-01 8.49686614562594
1998-02-01 8.54599624192170
1998-03-01 8.59047614449306
1998-04-01 8.70409111286466
1998-05-01 8.59184873178095
1998-06-01 8.55294847324391
1998-07-01 8.78000724739135
1998-08-01 8.79559935952086
1998-09-01 8.75528220693238
1998-10-01 8.74920828145208
1998-11-01 8.63671169692551
1998-12-01 8.68319448990607
1999-01-01 8.67462689115689
1999-02-01 8.65781863262823
1999-03-01 8.61580240330477
1999-04-01 8.71805372292376
1999-05-01 8.71584762255217
1999-06-01 8.74767869150579
1999-07-01 8.67720994098064
1999-08-01 8.78132400107394
1999-09-01 8.73630649173687
1999-10-01 8.84273588258281
1999-11-01 9.03006882758993
1999-12-01 9.26929941550894
2000-01-01 9.06090744577512
2000-02-01 9.08275392021793
2000-03-01 9.15335985165397
2000-04-01 9.03475312837075
2000-05-01 9.03219906502330
2000-06-01 8.83431634092546
2000-07-01 9.06224376384841
2000-08-01 9.06015928823567
2000-09-01 9.22244474681045
2000-10-01 9.23422978151069
2000-11-01 9.22173275053097
2000-12-01 9.26150273806708
2001-01-01 9.36063954999288
2001-02-01 9.31078813240249
2001-03-01 9.28297129612410
2001-04-01 9.15783003123276
2001-05-01 9.44432874484351
2001-06-01 9.33159635721999
2001-07-01 9.23423277644567
2001-08-01 9.23529322482940
2001-09-01 9.20328796486947
2001-10-01 9.20863436008868
2001-11-01 9.32461615887022
2001-12-01 9.35933263993495
2002-01-01 9.37493767065903
2002-02-01 9.44663094638368
2002-03-01 9.41573651041034
2002-04-01 9.37247825479670
2002-05-01 9.33888549683224
2002-06-01 9.42184793240276
2002-07-01 9.51387954821177
2002-08-01 9.61005532089811
2002-09-01 9.49103637336392
2002-10-01 9.38819625404266
2002-11-01 9.33126709156002
2002-12-01 9.36041560304206
2003-01-01 9.29115605412473
2003-02-01 9.27113846312151
2003-03-01 9.32622609641020
2003-04-01 9.48267155466755
2003-05-01 9.54393262947488
2003-06-01 9.62402309838030
2003-07-01 9.70818474129073
2003-08-01 9.68817486514083
2003-09-01 9.56657012888552
2003-10-01 9.66402956149401
2003-11-01 9.64746269221347
2003-12-01 9.56339260224839
2004-01-01 9.60149551675879
2004-02-01 9.59623679706389
2004-03-01 9.62499027226005
2004-04-01 9.68244260019394
2004-05-01 9.73351110877000
2004-06-01 9.72510986695437
2004-07-01 10.12442807069420
2004-08-01 9.98886989807098
2004-09-01 10.15222969995560
2004-10-01 10.05464606419740
2004-11-01 9.84912837767570
2004-12-01 9.86081918640352
2005-01-01 10.10456433969500
2005-02-01 10.20537148918680
2005-03-01 10.20270600891220
2005-04-01 10.27534561851070
2005-05-01 10.33147267972060
2005-06-01 10.33232850800550
2005-07-01 10.26096741322190
2005-08-01 10.21200374549450
2005-09-01 10.22829116999270
2005-10-01 10.24838745769090
2005-11-01 10.24567520180590
2005-12-01 10.35826049856230
2006-01-01 10.30011374860230
2006-02-01 10.50977366783690
2006-03-01 10.28390452702800
2006-04-01 10.16643783745650
2006-05-01 10.11374469352810
2006-06-01 10.23126599034520
2006-07-01 10.20273391810060
2006-08-01 10.44948200250720
2006-09-01 10.50837882005270
2006-10-01 10.55507337157680
2006-11-01 10.54023899216730
2006-12-01 10.55034347590330
2007-01-01 10.69979380109610
2007-02-01 10.60133476678380
2007-03-01 10.76677527457980
2007-04-01 10.75271746598550
2007-05-01 10.90459970390740
2007-06-01 10.83470182813580
2007-07-01 10.94182939360170
2007-08-01 10.88343116261920
2007-09-01 10.78094174844790
2007-10-01 10.94904031070730
2007-11-01 11.13444174019850
2007-12-01 11.14929866654530
2008-01-01 11.10972146764570
2008-02-01 11.20295191352200
2008-03-01 11.16564503416560
2008-04-01 11.24159702935300
2008-05-01 10.98454329286650
2008-06-01 11.13685265707490
2008-07-01 11.05928064741650
2008-08-01 11.00862364569650
2008-09-01 10.85933009535970
2008-10-01 11.13783201100760
2008-11-01 11.22682233892340
2008-12-01 11.25624824159170
2009-01-01 11.33137809462130
2009-02-01 11.30037501798950
2009-03-01 11.08129936529110
2009-04-01 11.32170189910180
2009-05-01 11.57545122473960
2009-06-01 11.64021745286090
2009-07-01 11.46597328152770
2009-08-01 11.51676133695630
2009-09-01 11.44267260455320
2009-10-01 11.31805551332860
2009-11-01 11.21962731533220
2009-12-01 11.26522932264820
2010-01-01 11.25472801586220
2010-02-01 11.30136116208260
2010-03-01 11.30954957386090
2010-04-01 11.31648359974740
2010-05-01 11.26205303922930
2010-06-01 11.03607454559260
2010-07-01 11.06290282084460
2010-08-01 11.00919165492450
2010-09-01 11.03278569639450
2010-10-01 11.10357293260720
2010-11-01 11.01968168679560
2010-12-01 10.97032951742140
2011-01-01 10.87814032618960
2011-02-01 10.89709674097700
2011-03-01 10.93506157962390
2011-04-01 10.91449495182060
2011-05-01 10.96088830679640
2011-06-01 11.03010491115080
2011-07-01 11.16063757447370
2011-08-01 11.19535922917820
2011-09-01 11.33020789118670
2011-10-01 11.38357408181900
2011-11-01 11.41572352261690
2011-12-01 11.37179118604330
2012-01-01 11.49782691585390
2012-02-01 11.50251695748880
2012-03-01 11.45454681923730
2012-04-01 11.62420001138510
2012-05-01 11.55716086270630
2012-06-01 11.61876220700430
2012-07-01 11.65407970986980
2012-08-01 11.68245940388050
2012-09-01 11.63469108703570
2012-10-01 11.57446356768190
2012-11-01 11.51053562980830
2012-12-01 11.76917332807940
2013-01-01 11.71226607518780
2013-02-01 11.70285935565130
2013-03-01 11.66676280571680
2013-04-01 11.62993337660660
2013-05-01 11.66580573437660
2013-06-01 11.60420706388110
2013-07-01 11.54514165860160
2013-08-01 11.57567710913390
2013-09-01 11.54675553640710
2013-10-01 11.57308032294570
2013-11-01 11.60550501534670
2013-12-01 11.65872317852340
2014-01-01 11.61767991589150
2014-02-01 11.80320293722210
2014-03-01 11.87068013133620
2014-04-01 11.84299459953440
2014-05-01 12.17507775564860
2014-06-01 12.09401686923710
2014-07-01 12.03356425520420
2014-08-01 12.16687007747440
2014-09-01 12.36064421008250
2014-10-01 12.26995858722780
2014-11-01 12.20951438692320
2014-12-01 12.15224576226660
2015-01-01 12.12105294506560
2015-02-01 12.10173375401540
2015-03-01 12.16505190390310
2015-04-01 12.24821736029700
2015-05-01 12.28569337367330
2015-06-01 12.29762739501840
2015-07-01 12.21690735831540
2015-08-01 12.26345366301600
2015-09-01 12.27741657976840
2015-10-01 12.25460527970110
2015-11-01 12.31833899503000
2015-12-01 12.34792059908550
2016-01-01 12.32039684681320
2016-02-01 12.30501538789010
2016-03-01 12.25742238518000
2016-04-01 12.14806390792730
2016-05-01 12.09721531829190
2016-06-01 12.11589306456640
2016-07-01 12.09746694397390
2016-08-01 12.05364393227750
2016-09-01 12.08836180296700
2016-10-01 12.03836922090310
2016-11-01 12.12776186110020
2016-12-01 12.15165322663630
2017-01-01 12.31768643441220
2017-02-01 12.30094495801820
2017-03-01 12.15479404684060
2017-04-01 12.15181669417450
2017-05-01 12.11160649157230
2017-06-01 12.13791653519590
2017-07-01 12.17471761072060
2017-08-01 12.12899004904290
2017-09-01 12.09504639761860
2017-10-01 12.12614820810790
2017-11-01 12.14459308913750
2017-12-01 11.96294812907350
2018-01-01 11.91767110822830
2018-02-01 11.88956428560500
2018-03-01 11.94781675584620
2018-04-01 12.06487647982210
2018-05-01 12.02721995661610
2018-06-01 11.95754579972740
2018-07-01 11.94693265651640
2018-08-01 11.89326478667800
2018-09-01 11.90471310036860
2018-10-01 12.01618151213210
2018-11-01 11.96166502355810
2018-12-01 12.07863559272850
2019-01-01 12.22678873133650
2019-02-01 12.07713911429820
2019-03-01 12.14050587903960
2019-04-01 12.18255262597310
2019-05-01 12.13711279334300
2019-06-01 12.06055062033700
2019-07-01 12.11572180556890
2019-08-01 12.16006910683670
2019-09-01 12.21772774516180
2019-10-01 12.11863778668570
2019-11-01 12.18252443891640
2019-12-01 12.10391846872240
2020-01-01 12.02643610450460
2020-02-01 12.06223135679080
2020-03-01 11.82648198914010
2020-04-01 6.19975924053830
2020-05-01 8.04442962412445
2020-06-01 9.15650132695676
2020-07-01 9.68142153123167
2020-08-01 9.83241844964304
2020-09-01 9.93670817663730
2020-10-01 9.94238891152080
2020-11-01 9.79829228395094
2020-12-01 9.33105933592391
2021-01-01 9.91716739630138
2021-02-01 10.14218926318350
2021-03-01 10.31166146699090
2021-04-01 10.31211224010860
2021-05-01 10.44184126343060
2021-06-01 10.64398655677530
2021-07-01 10.85958955397830
2021-08-01 10.91516065594670
2021-09-01 10.95796669627190
2021-10-01 11.17881804212700
2021-11-01 11.21322935945470
2021-12-01 11.35687552104210
2022-01-01 11.29853849176300
2022-02-01 11.32265432827680
2022-03-01 11.39346959747440
2022-04-01 11.51884370292690
2022-05-01 11.53083746849780
2022-06-01 11.63176890212650
2022-07-01 11.64756697400870
2022-08-01 11.60698006721270
2022-09-01 11.68130415747260
2022-10-01 11.61278407119970
2022-11-01 11.72749727704170
2022-12-01 11.67323034338210
2023-01-01 11.87854919015860
2023-02-01 11.81398303674920
2023-03-01 11.78260956211370
2023-04-01 11.71555681520860
2023-05-01 11.70560367920030
2023-06-01 11.71786309729790
2023-07-01 11.85353309622940
2023-08-01 11.81004587913740
2023-09-01 11.79320819076150
2023-10-01 11.74325495833570
2023-11-01 11.94040910728460
2023-12-01 11.98484474223180
2024-01-01 12.15649871875640
2024-02-01 12.21092046289200
2024-03-01 12.37249157636770
2024-04-01 12.31256468293130
2024-05-01 12.28131053798220
2024-06-01 12.21262966034810
2024-07-01 12.16446739703020
2024-08-01 12.21253469572450
2024-09-01 12.19560433381540
2024-10-01 12.06449179600280
2024-11-01 12.25009943691370
2024-12-01 12.29082138508790
2025-01-01 12.14341197377130
2025-02-01 12.10942554638160
2025-03-01 12.06748243439700
2025-04-01 12.11061009886140
2025-05-01 12.16038047564060
2025-06-01 12.11010130631100
2025-07-01 11.98231351510950
2025-08-01 12.01304209659960
2025-09-01 12.08915412896550
2025-10-01 11.87312399782800
2025-11-01 11.75470424999890
2025-12-01 11.59218071948530
2026-01-01 11.74338640269970
2026-02-01 11.71087369594060
2026-03-01 11.86312911282210
2026-04-01 11.61213389424720
2026-05-01 11.64782893027300

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