Table Data - All Employees: Leisure and Hospitality: Food Services and Drinking Places in Grand Forks, ND-MN (MSA)

Title All Employees: Leisure and Hospitality: Food Services and Drinking Places in Grand Forks, ND-MN (MSA)
Series ID SMU38242207072200001SA
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 2:26 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 3.47627655518961
1990-02-01 3.47817899851507
1990-03-01 3.48151994930479
1990-04-01 3.45515453696046
1990-05-01 3.50883847218275
1990-06-01 3.47704774067348
1990-07-01 3.61782433379612
1990-08-01 3.59249585343564
1990-09-01 3.64987552197675
1990-10-01 3.63307937465047
1990-11-01 3.56028245838244
1990-12-01 3.77509377815174
1991-01-01 3.57128864005191
1991-02-01 3.58022062118258
1991-03-01 3.57708112601325
1991-04-01 3.55347886353152
1991-05-01 3.60779655004920
1991-06-01 3.67450509628886
1991-07-01 3.61821446659494
1991-08-01 3.69666484530802
1991-09-01 3.65300354086601
1991-10-01 3.63923123507200
1991-11-01 3.66454342061540
1991-12-01 3.57866736150676
1992-01-01 3.65921739757781
1992-02-01 3.68219822153111
1992-03-01 3.66726742321169
1992-04-01 3.74697672250058
1992-05-01 3.70828277490087
1992-06-01 3.67233166936058
1992-07-01 3.72099420064256
1992-08-01 3.70477687589797
1992-09-01 3.75951470662509
1992-10-01 3.84870855887072
1992-11-01 3.86827436753527
1992-12-01 3.88291481939545
1993-01-01 3.83957945359935
1993-02-01 3.88434479774233
1993-03-01 3.85219391246888
1993-04-01 3.94240723511421
1993-05-01 3.80707131024892
1993-06-01 3.87890856314896
1993-07-01 3.82231880614921
1993-08-01 3.81679678885515
1993-09-01 3.76103242066582
1993-10-01 3.75853697589992
1993-11-01 3.77292312835290
1993-12-01 3.98517268988926
1994-01-01 3.81784134942282
1994-02-01 3.78155187019899
1994-03-01 3.83621705776669
1994-04-01 3.84615484732674
1994-05-01 3.91138802192629
1994-06-01 3.98571292887505
1994-07-01 3.92599946275769
1994-08-01 3.92196634344413
1994-09-01 3.95831317066944
1994-10-01 3.96788483936403
1994-11-01 3.97717737915703
1994-12-01 3.98566399253483
1995-01-01 4.10016534232209
1995-02-01 4.07825510758475
1995-03-01 4.11987586461207
1995-04-01 4.15875159202028
1995-05-01 4.11093167403575
1995-06-01 4.09497511422838
1995-07-01 4.13490696395971
1995-08-01 4.12456705829451
1995-09-01 4.14600338478125
1995-10-01 4.17214038180125
1995-11-01 4.18186255104696
1995-12-01 4.18576683644170
1996-01-01 4.18862049301529
1996-02-01 4.17248455969461
1996-03-01 4.21141268089652
1996-04-01 4.17201882044628
1996-05-01 4.21062287716853
1996-06-01 4.19917934162810
1996-07-01 4.25103023953010
1996-08-01 4.22126509155162
1996-09-01 4.23484648225081
1996-10-01 4.17140032078330
1996-11-01 4.18154757234889
1996-12-01 4.18320005050916
1997-01-01 4.18864723611718
1997-02-01 4.17214836208614
1997-03-01 4.10758514791652
1997-04-01 4.07601849666816
1997-05-01 3.00575003901571
1997-06-01 3.60111198890293
1997-07-01 3.76946565446037
1997-08-01 3.81932255978666
1997-09-01 3.82431345601436
1997-10-01 3.87092157372877
1997-11-01 3.88126869350308
1997-12-01 3.78132843275480
1998-01-01 3.89448117826453
1998-02-01 4.06945018355508
1998-03-01 4.00845255176196
1998-04-01 3.96630740381252
1998-05-01 4.00256427214406
1998-06-01 4.00169633173571
1998-07-01 3.88749878560087
1998-08-01 3.81672168092774
1998-09-01 3.92217171769610
1998-10-01 3.97002321205809
1998-11-01 3.88154921193616
1998-12-01 3.87557249719927
1999-01-01 3.90782567835923
1999-02-01 3.87119229805154
1999-03-01 3.80565842475316
1999-04-01 3.84695892984467
1999-05-01 3.89794866758525
1999-06-01 3.90063088747742
1999-07-01 3.90238750768881
1999-08-01 3.91858694417241
1999-09-01 3.92384887634662
1999-10-01 3.96922359752208
1999-11-01 3.98574632264671
1999-12-01 3.97332446695213
2000-01-01 3.91849635793407
2000-02-01 3.86955186382881
2000-03-01 3.90184923030795
2000-04-01 3.92187039299629
2000-05-01 3.89643196941400
2000-06-01 3.90500030149246
2000-07-01 3.91263042610057
2000-08-01 3.92388510417917
2000-09-01 3.93208414054316
2000-10-01 3.86525428248411
2000-11-01 3.88525670719230
2000-12-01 3.86626307602484
2001-01-01 3.93011673749042
2001-02-01 3.96749935040174
2001-03-01 4.08967102736233
2001-04-01 4.00801923039431
2001-05-01 4.10329287899006
2001-06-01 3.91344458418036
2001-07-01 3.91495805079756
2001-08-01 3.92914366964387
2001-09-01 3.93634020727438
2001-10-01 3.96327057011794
2001-11-01 3.98594461570847
2001-12-01 4.06038071283608
2002-01-01 4.02961623193419
2002-02-01 4.05976328019908
2002-03-01 3.87738214290969
2002-04-01 4.10832144301087
2002-05-01 4.21808313188745
2002-06-01 4.12351907063248
2002-07-01 4.11633869988898
2002-08-01 3.93629437576130
2002-09-01 4.03522128549857
2002-10-01 4.05904807537812
2002-11-01 3.98088544381558
2002-12-01 3.94988350634487
2003-01-01 3.92651384035384
2003-02-01 3.95026077787000
2003-03-01 3.96791817692739
2003-04-01 4.02634210510191
2003-05-01 4.03431772615060
2003-06-01 4.02942477646969
2003-07-01 4.01762170111448
2003-08-01 4.04194881435302
2003-09-01 4.02851551886189
2003-10-01 4.05085087847635
2003-11-01 4.07830951894962
2003-12-01 4.04690331379840
2004-01-01 4.00991344283842
2004-02-01 4.04065016892375
2004-03-01 4.06972872029966
2004-04-01 3.94955482457673
2004-05-01 3.94647519951890
2004-06-01 3.93186265358062
2004-07-01 4.11953323793665
2004-08-01 4.14867896719415
2004-09-01 3.92249338980408
2004-10-01 4.04318307465387
2004-11-01 4.06983367359892
2004-12-01 4.14106385257006
2005-01-01 4.19153675446789
2005-02-01 4.13710077491230
2005-03-01 4.18078715720476
2005-04-01 4.17170058338334
2005-05-01 4.15469154514902
2005-06-01 4.23494866084012
2005-07-01 4.22103733193751
2005-08-01 4.14566952188364
2005-09-01 4.31451356637064
2005-10-01 4.23448529882712
2005-11-01 4.26789542200932
2005-12-01 4.24328448176284
2006-01-01 4.17021116816646
2006-02-01 4.23952481995272
2006-03-01 4.20095165196093
2006-04-01 4.18278111836097
2006-05-01 4.25451742355056
2006-06-01 4.23355590104269
2006-07-01 4.22212517439387
2006-08-01 4.24608460080712
2006-09-01 4.20701099294625
2006-10-01 4.22728073590212
2006-11-01 4.16337714804783
2006-12-01 4.14234806762933
2007-01-01 4.26307713133538
2007-02-01 4.54587274174076
2007-03-01 4.62705982187782
2007-04-01 4.48227130288107
2007-05-01 4.44741808970123
2007-06-01 4.43146632456334
2007-07-01 4.42294587254361
2007-08-01 4.33960740406247
2007-09-01 4.30866233926307
2007-10-01 4.31367324387145
2007-11-01 4.36261767910755
2007-12-01 4.44565127704106
2008-01-01 4.46325919747353
2008-02-01 4.25639308821128
2008-03-01 4.24619979108978
2008-04-01 4.27108438600072
2008-05-01 4.23920941772433
2008-06-01 4.23144929700991
2008-07-01 4.22222192551129
2008-08-01 4.34165360809824
2008-09-01 4.31752816710308
2008-10-01 4.30343519362380
2008-11-01 4.25103149920485
2008-12-01 4.24083467539863
2009-01-01 4.26944654244950
2009-02-01 4.26501803841088
2009-03-01 4.25478392821453
2009-04-01 4.26152057374339
2009-05-01 4.33839231204579
2009-06-01 4.33926693284729
2009-07-01 4.32632464205681
2009-08-01 4.23990532177245
2009-09-01 4.32804529795014
2009-10-01 4.08891082302722
2009-11-01 4.24006536139254
2009-12-01 4.23344986156013
2010-01-01 4.17299874779011
2010-02-01 4.27123052742469
2010-03-01 4.25463768395074
2010-04-01 4.35766969272880
2010-05-01 4.44398284438443
2010-06-01 4.34833213576838
2010-07-01 4.32615435732208
2010-08-01 4.35099456499718
2010-09-01 4.23761574695641
2010-10-01 4.27625149243623
2010-11-01 4.22454609456318
2010-12-01 4.22278487461785
2011-01-01 4.17351829786249
2011-02-01 4.16652758610297
2011-03-01 4.25560557307666
2011-04-01 4.26256896890996
2011-05-01 4.25277506942508
2011-06-01 4.25762600664876
2011-07-01 4.32967396645703
2011-08-01 4.35496861383320
2011-09-01 4.44708716539392
2011-10-01 4.36259786571679
2011-11-01 4.61525433716182
2011-12-01 4.61577148344532
2012-01-01 4.67214240561237
2012-02-01 4.65788177922485
2012-03-01 4.65306202844393
2012-04-01 4.56915886966099
2012-05-01 4.56003251077624
2012-06-01 4.56556263065658
2012-07-01 4.53030747236203
2012-08-01 4.56655737253282
2012-09-01 4.55430640788247
2012-10-01 4.55572170843212
2012-11-01 4.50240768017107
2012-12-01 4.51190287809363
2013-01-01 4.46473239442722
2013-02-01 4.44669081379298
2013-03-01 4.45386511025454
2013-04-01 4.48236323801154
2013-05-01 4.46458099946791
2013-06-01 4.46871518663066
2013-07-01 4.53752406555716
2013-08-01 4.46918337923327
2013-09-01 4.44926473185371
2013-10-01 4.55235589688554
2013-11-01 4.49502021755885
2013-12-01 4.51680507813254
2014-01-01 4.56474796819054
2014-02-01 4.53800064520571
2014-03-01 4.45304388431597
2014-04-01 4.39414271430353
2014-05-01 4.46059376840286
2014-06-01 4.46579294241131
2014-07-01 4.44062205580335
2014-08-01 4.47617365808905
2014-09-01 4.44162222920416
2014-10-01 4.25721979244691
2014-11-01 4.38611089072639
2014-12-01 4.42660428733521
2015-01-01 4.36102409603892
2015-02-01 4.43330441859010
2015-03-01 4.45478635845277
2015-04-01 4.50684116800167
2015-05-01 4.55769198672337
2015-06-01 4.45427854564478
2015-07-01 4.43939401401966
2015-08-01 4.37620720342403
2015-09-01 4.42961976861410
2015-10-01 4.47197187752905
2015-11-01 4.48540799871027
2015-12-01 4.43563207112555
2016-01-01 4.46257067353709
2016-02-01 4.43584529769044
2016-03-01 4.55148882073013
2016-04-01 4.40768008768689
2016-05-01 4.45501558462222
2016-06-01 4.44491159696338
2016-07-01 4.42938854691664
2016-08-01 4.47811395534747
2016-09-01 4.52447746110178
2016-10-01 4.49296205093323
2016-11-01 4.48352964302692
2016-12-01 4.44464358917887
2017-01-01 4.45816196269701
2017-02-01 4.53688390511102
2017-03-01 4.55041346168635
2017-04-01 4.50885359274820
2017-05-01 4.55675886834615
2017-06-01 4.53789111222790
2017-07-01 4.51418875159256
2017-08-01 4.57190456075659
2017-09-01 4.51522480476561
2017-10-01 4.61348985325028
2017-11-01 4.69581863676155
2017-12-01 4.65422953816593
2018-01-01 4.66341031527189
2018-02-01 4.53206517016554
2018-03-01 4.54718490112268
2018-04-01 4.50004861937049
2018-05-01 4.46014825410688
2018-06-01 4.53606403867726
2018-07-01 4.49460279416251
2018-08-01 4.35955502811743
2018-09-01 4.41953297779004
2018-10-01 4.32625529367217
2018-11-01 4.31385660869225
2018-12-01 4.36377402864221
2019-01-01 4.36842892590677
2019-02-01 4.32436379531614
2019-03-01 4.34575151831031
2019-04-01 4.38763138799015
2019-05-01 4.36831075239993
2019-06-01 4.33059037649043
2019-07-01 4.37579735038475
2019-08-01 4.34523232568899
2019-09-01 4.32252663231875
2019-10-01 4.33514241420008
2019-11-01 4.43925686198923
2019-12-01 4.37720524749224
2020-01-01 4.27947437720186
2020-02-01 4.41131509688495
2020-03-01 4.34208634375045
2020-04-01 2.56808152289446
2020-05-01 3.27207805838620
2020-06-01 3.72994072704784
2020-07-01 3.76455096667088
2020-08-01 3.93164071906582
2020-09-01 3.83268471764241
2020-10-01 3.93674036598626
2020-11-01 3.75729528295872
2020-12-01 3.59238009995248
2021-01-01 3.78627770610100
2021-02-01 3.90070922475136
2021-03-01 3.94036778384609
2021-04-01 3.95358131234767
2021-05-01 3.97077527721295
2021-06-01 4.02782377641225
2021-07-01 4.06202224391952
2021-08-01 4.12327506858084
2021-09-01 4.03198564290092
2021-10-01 4.13635642420032
2021-11-01 4.07484303705126
2021-12-01 4.10727597499700
2022-01-01 4.09218852978411
2022-02-01 4.08979082720683
2022-03-01 4.13922412667960
2022-04-01 4.14653830277369
2022-05-01 4.06720818279833
2022-06-01 4.12487744883544
2022-07-01 4.06452576510320
2022-08-01 4.01596813667549
2022-09-01 4.03213480505038
2022-10-01 4.03171952721898
2022-11-01 4.08418322879286
2022-12-01 4.01807382274559
2023-01-01 4.19160437370529
2023-02-01 4.09154051218830
2023-03-01 4.04055359680411
2023-04-01 4.04594324270694
2023-05-01 4.06400842194510
2023-06-01 4.01593891885155
2023-07-01 4.06474318862134
2023-08-01 4.11722365798358
2023-09-01 4.12570998876616
2023-10-01 4.03123681781738
2023-11-01 4.18869511143430
2023-12-01 4.22567364046600
2024-01-01 4.28760367858117
2024-02-01 4.19431158973800
2024-03-01 4.24529459351162
2024-04-01 4.24953543941619
2024-05-01 4.25937728927829
2024-06-01 4.21227190210548
2024-07-01 4.16297301240290
2024-08-01 4.11671886381307
2024-09-01 4.12111112499432
2024-10-01 4.03046175104756
2024-11-01 3.98825402538067
2024-12-01 4.03033839803325
2025-01-01 3.98395375932399
2025-02-01 4.00020494065190
2025-03-01 3.95039724720940
2025-04-01 3.95446568819180
2025-05-01 3.95295187527950
2025-06-01 4.01063068155263
2025-07-01 4.16119796925016
2025-08-01 4.01723025005039
2025-09-01 4.01389132426147
2025-10-01 4.03175561003862
2025-11-01 3.98950406455538
2025-12-01 3.93173519920044

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