Table Data - All Employees: Private Service Providing in Grand Forks, ND-MN (MSA)

Title All Employees: Private Service Providing in Grand Forks, ND-MN (MSA)
Series ID SMU38242200800000001SA
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 2026-08-01
Last Updated 2026-09-18 11:31 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 25.4641424802
1990-02-01 25.5143598908
1990-03-01 25.5771702972
1990-04-01 25.4317773919
1990-05-01 25.5261441477
1990-06-01 25.5263934074
1990-07-01 25.6624406619
1990-08-01 25.7506382067
1990-09-01 25.9544578901
1990-10-01 25.9464746067
1990-11-01 25.9181907832
1990-12-01 25.9193627224
1991-01-01 25.9722615470
1991-02-01 26.2389385868
1991-03-01 26.0783895023
1991-04-01 26.2299741839
1991-05-01 26.0996094452
1991-06-01 26.1114930312
1991-07-01 26.1507131945
1991-08-01 26.5513067518
1991-09-01 26.5712466346
1991-10-01 26.7615972431
1991-11-01 26.7163244707
1991-12-01 26.7183952789
1992-01-01 26.9740343057
1992-02-01 26.9756769752
1992-03-01 26.9781109649
1992-04-01 27.0336448282
1992-05-01 27.0516373120
1992-06-01 27.3798884268
1992-07-01 27.3317043675
1992-08-01 27.2668161567
1992-09-01 27.4054913864
1992-10-01 27.3899452092
1992-11-01 27.5031229734
1992-12-01 27.7156825679
1993-01-01 27.6731735430
1993-02-01 27.7067414204
1993-03-01 27.7656866645
1993-04-01 27.9533327069
1993-05-01 28.2007921328
1993-06-01 27.9475148715
1993-07-01 28.0121169679
1993-08-01 27.9909894466
1993-09-01 27.9462142099
1993-10-01 28.1284832585
1993-11-01 28.5752635812
1993-12-01 28.4021213582
1994-01-01 28.3763117586
1994-02-01 28.4193051149
1994-03-01 28.6338135932
1994-04-01 28.7751232637
1994-05-01 28.9578086610
1994-06-01 29.0502761590
1994-07-01 29.1207184222
1994-08-01 29.2218096459
1994-09-01 29.1887657734
1994-10-01 29.1481997955
1994-11-01 29.1132729567
1994-12-01 28.9902534388
1995-01-01 29.4835155328
1995-02-01 29.4032206778
1995-03-01 29.5868369004
1995-04-01 29.5942223011
1995-05-01 29.9400466540
1995-06-01 30.0928676168
1995-07-01 30.1623481837
1995-08-01 30.0453416144
1995-09-01 30.3168126002
1995-10-01 30.3569365806
1995-11-01 30.4391140940
1995-12-01 30.2826820198
1996-01-01 30.5740045252
1996-02-01 30.7714548996
1996-03-01 30.7242575433
1996-04-01 30.7900409590
1996-05-01 30.5520312084
1996-06-01 30.8744382480
1996-07-01 30.8470844681
1996-08-01 30.7721892002
1996-09-01 30.5175661524
1996-10-01 30.4463557351
1996-11-01 30.3630725568
1996-12-01 30.2741676171
1997-01-01 29.9725534566
1997-02-01 29.9157286268
1997-03-01 29.8610906321
1997-04-01 29.6727713893
1997-05-01 26.5709504530
1997-06-01 28.3573232285
1997-07-01 28.5525281434
1997-08-01 28.8068610523
1997-09-01 29.0123917779
1997-10-01 29.4376272726
1997-11-01 29.5052571668
1997-12-01 29.4562016270
1998-01-01 29.5671334827
1998-02-01 29.6578336013
1998-03-01 29.5885140676
1998-04-01 29.7423822726
1998-05-01 29.6712663861
1998-06-01 29.6402732300
1998-07-01 29.6873882430
1998-08-01 29.6646332690
1998-09-01 29.5066404224
1998-10-01 29.3075435593
1998-11-01 29.6593227954
1998-12-01 29.5279381525
1999-01-01 29.7564626678
1999-02-01 29.4003870130
1999-03-01 29.6446538756
1999-04-01 29.7033331007
1999-05-01 29.4644409940
1999-06-01 29.6045829031
1999-07-01 29.7176885606
1999-08-01 29.8259608081
1999-09-01 30.0121049315
1999-10-01 29.6695853423
1999-11-01 29.6201458576
1999-12-01 29.8054742512
2000-01-01 29.4180890879
2000-02-01 29.7634608754
2000-03-01 29.7131747976
2000-04-01 29.5631233860
2000-05-01 29.8644493248
2000-06-01 29.8725386068
2000-07-01 29.8486361265
2000-08-01 29.7819570059
2000-09-01 29.9119534133
2000-10-01 29.9024249154
2000-11-01 29.5752318658
2000-12-01 29.7794614826
2001-01-01 30.1864397500
2001-02-01 31.0215448237
2001-03-01 30.9178160267
2001-04-01 30.4443139914
2001-05-01 30.6883222253
2001-06-01 30.4299392332
2001-07-01 30.1482783102
2001-08-01 30.1098488949
2001-09-01 30.1225414092
2001-10-01 30.8233118463
2001-11-01 30.2180468528
2001-12-01 30.3577328050
2002-01-01 30.4506361605
2002-02-01 30.3095105058
2002-03-01 30.1312312238
2002-04-01 30.5344711953
2002-05-01 30.4281944689
2002-06-01 30.7012211561
2002-07-01 30.8249835444
2002-08-01 30.8152754990
2002-09-01 30.9070795106
2002-10-01 30.9330045443
2002-11-01 31.0651742031
2002-12-01 30.9419138807
2003-01-01 30.9326559524
2003-02-01 30.9089674934
2003-03-01 30.9583897055
2003-04-01 31.0368100600
2003-05-01 30.9869412679
2003-06-01 30.8525202786
2003-07-01 30.8624769801
2003-08-01 31.3116996444
2003-09-01 31.2605160522
2003-10-01 31.5608392557
2003-11-01 31.6281776960
2003-12-01 31.5440844750
2004-01-01 31.6290949147
2004-02-01 31.7272340970
2004-03-01 31.5657918123
2004-04-01 31.3497994786
2004-05-01 31.5412268115
2004-06-01 31.6868015303
2004-07-01 31.6707804622
2004-08-01 31.7975109507
2004-09-01 31.5937532274
2004-10-01 31.8289856396
2004-11-01 31.9355933086
2004-12-01 32.0365873195
2005-01-01 32.1378038693
2005-02-01 31.9349844719
2005-03-01 31.8539375875
2005-04-01 32.3761059139
2005-05-01 32.3810435705
2005-06-01 32.3991657970
2005-07-01 32.6719096529
2005-08-01 32.5844238884
2005-09-01 32.8312380254
2005-10-01 32.6349356713
2005-11-01 32.5503991413
2005-12-01 32.5247124356
2006-01-01 32.4367660764
2006-02-01 32.7499867251
2006-03-01 32.8367536460
2006-04-01 32.8078022706
2006-05-01 33.1899651147
2006-06-01 32.9083698475
2006-07-01 32.7673094513
2006-08-01 32.7764004287
2006-09-01 33.1827265555
2006-10-01 33.1658679557
2006-11-01 32.9622888575
2006-12-01 32.9065414797
2007-01-01 32.9280349515
2007-02-01 33.1646179649
2007-03-01 33.1249907278
2007-04-01 33.0236005397
2007-05-01 33.1860781602
2007-06-01 33.5257272221
2007-07-01 33.4828037804
2007-08-01 33.2700943361
2007-09-01 33.0543934659
2007-10-01 32.9895792792
2007-11-01 33.0332294234
2007-12-01 33.4968007830
2008-01-01 33.6111980810
2008-02-01 33.3763669392
2008-03-01 33.5384306083
2008-04-01 33.5440015532
2008-05-01 33.2761366227
2008-06-01 33.1534874093
2008-07-01 33.1911795325
2008-08-01 33.4522079019
2008-09-01 33.4526960710
2008-10-01 33.4017991371
2008-11-01 33.5928631037
2008-12-01 33.4884808031
2009-01-01 33.3846159245
2009-02-01 33.2856021725
2009-03-01 33.1663850928
2009-04-01 33.0421894414
2009-05-01 33.1711217782
2009-06-01 33.5002730694
2009-07-01 33.2153372008
2009-08-01 33.1278055673
2009-09-01 33.1752922953
2009-10-01 33.0827912615
2009-11-01 33.1377523005
2009-12-01 33.0852021427
2010-01-01 33.0539186895
2010-02-01 33.1780617825
2010-03-01 33.4206232808
2010-04-01 33.5470389141
2010-05-01 33.7689217668
2010-06-01 33.6305158813
2010-07-01 33.6251750856
2010-08-01 33.7165456756
2010-09-01 33.4059804167
2010-10-01 34.1562672489
2010-11-01 33.9000619843
2010-12-01 33.7940934521
2011-01-01 33.9406475953
2011-02-01 33.9475533809
2011-03-01 33.9513714735
2011-04-01 34.0445155811
2011-05-01 34.1648169469
2011-06-01 34.2358783866
2011-07-01 34.4490238844
2011-08-01 34.5182402914
2011-09-01 34.7507762382
2011-10-01 34.7343953978
2011-11-01 34.6855045920
2011-12-01 35.0111560324
2012-01-01 34.7301471365
2012-02-01 34.5865950718
2012-03-01 34.7653953226
2012-04-01 34.9483287511
2012-05-01 34.8529173727
2012-06-01 34.8157088208
2012-07-01 35.0587879350
2012-08-01 35.1308292058
2012-09-01 35.1093210765
2012-10-01 35.3528566773
2012-11-01 35.2117270082
2012-12-01 35.3128216478
2013-01-01 35.3079762638
2013-02-01 35.3302964766
2013-03-01 35.0395294005
2013-04-01 34.9370249552
2013-05-01 35.0333807711
2013-06-01 35.0999338630
2013-07-01 34.9760055496
2013-08-01 35.0413449138
2013-09-01 35.0664411182
2013-10-01 35.4914706582
2013-11-01 35.4622318895
2013-12-01 35.3176811468
2014-01-01 35.3710847471
2014-02-01 35.4745572814
2014-03-01 35.4922139886
2014-04-01 35.3365780490
2014-05-01 35.4115144025
2014-06-01 35.6799068285
2014-07-01 35.5925749550
2014-08-01 35.6592741677
2014-09-01 35.5994489022
2014-10-01 35.5286416344
2014-11-01 35.6214126146
2014-12-01 35.6365182323
2015-01-01 35.5374742375
2015-02-01 35.6356809793
2015-03-01 35.6238501385
2015-04-01 35.8485305621
2015-05-01 35.6986151150
2015-06-01 35.3686292254
2015-07-01 35.3879738494
2015-08-01 35.2722807959
2015-09-01 35.2092959074
2015-10-01 35.1589846953
2015-11-01 35.2721990292
2015-12-01 35.4664838557
2016-01-01 35.4084882779
2016-02-01 35.1188817832
2016-03-01 35.4640998742
2016-04-01 35.8620390287
2016-05-01 35.6050932425
2016-06-01 35.1709260948
2016-07-01 35.3667500174
2016-08-01 35.3666395980
2016-09-01 35.6949296153
2016-10-01 35.2669090793
2016-11-01 35.1108704888
2016-12-01 34.9121643129
2017-01-01 35.2905473467
2017-02-01 35.1154622867
2017-03-01 35.2257010337
2017-04-01 35.0800290741
2017-05-01 35.0324412191
2017-06-01 35.1915071889
2017-07-01 35.0182306315
2017-08-01 35.1299941061
2017-09-01 35.2639674219
2017-10-01 35.3532579958
2017-11-01 35.1440746845
2017-12-01 35.1728991715
2018-01-01 35.1975524140
2018-02-01 35.2222482971
2018-03-01 35.1034000565
2018-04-01 34.9876941398
2018-05-01 34.9719487987
2018-06-01 34.8004414320
2018-07-01 34.9741150976
2018-08-01 34.5723044051
2018-09-01 34.6338635494
2018-10-01 34.5297925361
2018-11-01 34.7710024952
2018-12-01 34.6420374081
2019-01-01 34.4259918380
2019-02-01 34.1201163735
2019-03-01 34.2842892660
2019-04-01 34.1950170506
2019-05-01 34.1139362263
2019-06-01 34.2024757669
2019-07-01 34.0205163391
2019-08-01 34.1210561694
2019-09-01 33.9124311046
2019-10-01 33.9171562918
2019-11-01 33.8892816740
2019-12-01 33.6925829410
2020-01-01 33.8661733591
2020-02-01 33.8276751488
2020-03-01 33.6596883027
2020-04-01 28.6956268862
2020-05-01 30.1429682910
2020-06-01 31.2879006100
2020-07-01 31.5864724164
2020-08-01 31.8763238383
2020-09-01 31.7163021692
2020-10-01 32.2146942034
2020-11-01 31.4167753357
2020-12-01 31.4150692880
2021-01-01 31.5910194441
2021-02-01 31.8212224179
2021-03-01 32.0333936051
2021-04-01 32.2937184841
2021-05-01 32.3656782049
2021-06-01 32.3898624146
2021-07-01 32.3727134168
2021-08-01 32.4566505263
2021-09-01 32.8145798126
2021-10-01 32.4093936409
2021-11-01 32.4394566732
2021-12-01 32.5081623014
2022-01-01 32.6071523019
2022-02-01 32.7126048922
2022-03-01 32.8094698152
2022-04-01 32.8076189129
2022-05-01 32.7758060775
2022-06-01 32.9892524718
2022-07-01 32.9819068372
2022-08-01 32.9591370160
2022-09-01 33.1134596389
2022-10-01 33.2938152818
2022-11-01 33.8530850299
2022-12-01 33.0924867599
2023-01-01 33.5114659264
2023-02-01 33.3931350503
2023-03-01 33.4867792565
2023-04-01 33.3266651388
2023-05-01 33.4944553159
2023-06-01 33.6079307677
2023-07-01 33.5845695418
2023-08-01 33.5870686003
2023-09-01 33.4033096362
2023-10-01 33.4727906898
2023-11-01 33.3368323588
2023-12-01 33.7722571632
2024-01-01 34.1083663103
2024-02-01 33.4879208567
2024-03-01 33.8804331035
2024-04-01 34.0587951500
2024-05-01 33.9045454786
2024-06-01 33.9213704206
2024-07-01 33.9836262410
2024-08-01 34.2038790357
2024-09-01 34.3979022492
2024-10-01 34.3541189859
2024-11-01 34.4186925376
2024-12-01 34.4645096385
2025-01-01 34.3016941369
2025-02-01 34.3846783000
2025-03-01 34.0802745915
2025-04-01 34.0695607193
2025-05-01 34.3203540580
2025-06-01 34.1491962613
2025-07-01 34.1811170766
2025-08-01 34.1117792413
2025-09-01 34.1785145650
2025-10-01 34.2365517948
2025-11-01 34.2019955855
2025-12-01 34.0651315417
2026-01-01 34.2046064938
2026-02-01 34.2875044752
2026-03-01 34.4920294864
2026-04-01 34.4766642895
2026-05-01 34.4159483979
2026-06-01 34.5652981476
2026-07-01 34.6769332234
2026-08-01 34.6147631719

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