Federal Reserve Economic Data

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 2025-09-01
Last Updated 2025-12-12 2:48 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 25.4641389364688
1990-02-01 25.5143518490168
1990-03-01 25.5771694748813
1990-04-01 25.4317779171844
1990-05-01 25.5261710855067
1990-06-01 25.5263918535987
1990-07-01 25.6624471247779
1990-08-01 25.7506362796082
1990-09-01 25.9544524947746
1990-10-01 25.9464722604099
1990-11-01 25.9181850399302
1990-12-01 25.9193582187955
1991-01-01 25.9722571047907
1991-02-01 26.2389302687991
1991-03-01 26.0783878190178
1991-04-01 26.2299740645531
1991-05-01 26.0996416351732
1991-06-01 26.1114919506523
1991-07-01 26.1507194395804
1991-08-01 26.5513052468757
1991-09-01 26.5712397325981
1991-10-01 26.7615936185926
1991-11-01 26.7163162291739
1991-12-01 26.7183853723640
1992-01-01 26.9740296488531
1992-02-01 26.9756710534468
1992-03-01 26.9781125699636
1992-04-01 27.0336483419154
1992-05-01 27.0516775891574
1992-06-01 27.3798884916617
1992-07-01 27.3317087979217
1992-08-01 27.2668116887030
1992-09-01 27.4054795801453
1992-10-01 27.3899385878036
1992-11-01 27.5031127608997
1992-12-01 27.7156492308887
1993-01-01 27.6731744605685
1993-02-01 27.7067462022016
1993-03-01 27.7656983557382
1993-04-01 27.9533443014955
1993-05-01 28.2008577384003
1993-06-01 27.9475122892434
1993-07-01 28.0121115681297
1993-08-01 27.9909739783531
1993-09-01 27.9461907960136
1993-10-01 28.1284663556513
1993-11-01 28.5752452738614
1993-12-01 28.4020598204411
1994-01-01 28.3763175666589
1994-02-01 28.4193238750403
1994-03-01 28.6338472039622
1994-04-01 28.7751692808775
1994-05-01 28.9579618103241
1994-06-01 29.0502194013055
1994-07-01 29.1206728158136
1994-08-01 29.2217692231395
1994-09-01 29.1887269525768
1994-10-01 29.1481663926136
1994-11-01 29.1132528059413
1994-12-01 28.9901750795304
1995-01-01 29.4835322305503
1995-02-01 29.4032588745085
1995-03-01 29.5868974448233
1995-04-01 29.5943066367564
1995-05-01 29.9402780366694
1995-06-01 30.0927559284713
1995-07-01 30.1622593240647
1995-08-01 30.0452727540569
1995-09-01 30.3167575814781
1995-10-01 30.3568798905399
1995-11-01 30.4390932630013
1995-12-01 30.2826091229893
1996-01-01 30.5740325941569
1996-02-01 30.7715052147259
1996-03-01 30.7243448630559
1996-04-01 30.7901636998496
1996-05-01 30.5523167257534
1996-06-01 30.8742737130096
1996-07-01 30.8469568568608
1996-08-01 30.7720953494603
1996-09-01 30.5175032159574
1996-10-01 30.4462826541116
1996-11-01 30.3630599222638
1996-12-01 30.2741113964476
1997-01-01 29.9725962674212
1997-02-01 29.9157861360049
1997-03-01 29.8611888070495
1997-04-01 29.6729007420040
1997-05-01 26.5712259968140
1997-06-01 28.3571544110435
1997-07-01 28.5523924425442
1997-08-01 28.8067588443554
1997-09-01 29.0123278146857
1997-10-01 29.4375462001517
1997-11-01 29.5052473102297
1997-12-01 29.4561782742616
1998-01-01 29.5671773263386
1998-02-01 29.6578836450776
1998-03-01 29.5886093583130
1998-04-01 29.7425062937378
1998-05-01 29.6715137472188
1998-06-01 29.6401047842427
1998-07-01 29.6872568291662
1998-08-01 29.6645381412706
1998-09-01 29.5065877441287
1998-10-01 29.3074694359552
1998-11-01 29.6593214575045
1998-12-01 29.5279491531483
1999-01-01 29.7565029505709
1999-02-01 29.4004253373958
1999-03-01 29.6447301875995
1999-04-01 29.7034205170263
1999-05-01 29.4645983689852
1999-06-01 29.6044674024565
1999-07-01 29.7175948876497
1999-08-01 29.8258905878028
1999-09-01 30.0120673481527
1999-10-01 29.6695263796262
1999-11-01 29.6201468711017
1999-12-01 29.8055075715338
2000-01-01 29.4181178087054
2000-02-01 29.7634820402009
2000-03-01 29.7132282479703
2000-04-01 29.5631723269318
2000-05-01 29.8645170623083
2000-06-01 29.8724787296557
2000-07-01 29.8485847134402
2000-08-01 29.7819153904375
2000-09-01 29.9119338956845
2000-10-01 29.9023887388079
2000-11-01 29.5752356440555
2000-12-01 29.7794910535072
2001-01-01 30.1864589058275
2001-02-01 31.0215553490900
2001-03-01 30.9178457584012
2001-04-01 30.4443243063988
2001-05-01 30.6883239662973
2001-06-01 30.4299319109901
2001-07-01 30.1482648594533
2001-08-01 30.1098316536323
2001-09-01 30.1225323824832
2001-10-01 30.8232939059380
2001-11-01 30.2180461479182
2001-12-01 30.3577519034236
2002-01-01 30.4506415114352
2002-02-01 30.3095124974439
2002-03-01 30.1312483006027
2002-04-01 30.5344709571905
2002-05-01 30.4281923925860
2002-06-01 30.7012173294111
2002-07-01 30.8249798599195
2002-08-01 30.8152699497551
2002-09-01 30.9070770896225
2002-10-01 30.9329978507384
2002-11-01 31.0651734134442
2002-12-01 30.9419236183859
2003-01-01 30.9326545128566
2003-02-01 30.9089675223153
2003-03-01 30.9584005703730
2003-04-01 31.0368068010995
2003-05-01 30.9869379907381
2003-06-01 30.8525198712509
2003-07-01 30.8624783822489
2003-08-01 31.3116994240153
2003-09-01 31.2605148830960
2003-10-01 31.5608358304682
2003-11-01 31.6281766197625
2003-12-01 31.5440876815050
2004-01-01 31.6290913982284
2004-02-01 31.7272320295086
2004-03-01 31.5657991358768
2004-04-01 31.3497956640836
2004-05-01 31.5412209695908
2004-06-01 31.6868148799178
2004-07-01 31.6707842661626
2004-08-01 31.7975094128179
2004-09-01 31.5937520497601
2004-10-01 31.8289791318214
2004-11-01 31.9355887716387
2004-12-01 32.0365888834467
2005-01-01 32.1378045431243
2005-02-01 31.9349835727926
2005-03-01 31.8539408055296
2005-04-01 32.3761003315753
2005-05-01 32.3810327456364
2005-06-01 32.3991902023561
2005-07-01 32.6719131602520
2005-08-01 32.5844195823899
2005-09-01 32.8312366903056
2005-10-01 32.6349263778029
2005-11-01 32.5503944757617
2005-12-01 32.5247225822005
2006-01-01 32.4367753614022
2006-02-01 32.7499894549279
2006-03-01 32.8367495387152
2006-04-01 32.8077834503119
2006-05-01 33.1899364502783
2006-06-01 32.9083928763580
2006-07-01 32.7673073642688
2006-08-01 32.7764007830225
2006-09-01 33.1827418777341
2006-10-01 33.1658724542760
2006-11-01 32.9622972181821
2006-12-01 32.9065686581381
2007-01-01 32.9280532924694
2007-02-01 33.1646231906721
2007-03-01 33.1249843578542
2007-04-01 33.0235865487750
2007-05-01 33.1858391255994
2007-06-01 33.5257907227382
2007-07-01 33.4828615482612
2007-08-01 33.2701773219603
2007-09-01 33.0544716596092
2007-10-01 32.9895648135433
2007-11-01 33.0332228980662
2007-12-01 33.4967757045169
2008-01-01 33.6111670435840
2008-02-01 33.3763612216375
2008-03-01 33.5384596167552
2008-04-01 33.5440608784709
2008-05-01 33.2757551428643
2008-06-01 33.1536253994324
2008-07-01 33.1912765558940
2008-08-01 33.4523450303540
2008-09-01 33.4528272563295
2008-10-01 33.4017318961175
2008-11-01 33.5928420807974
2008-12-01 33.4884389296632
2009-01-01 33.3848733428005
2009-02-01 33.2841139495640
2009-03-01 33.1670894823795
2009-04-01 33.0430104668716
2009-05-01 33.1712315019886
2009-06-01 33.4993910441891
2009-07-01 33.2158289025084
2009-08-01 33.1281869101944
2009-09-01 33.1755687086362
2009-10-01 33.0825996264190
2009-11-01 33.1374761580126
2009-12-01 33.0847970857500
2010-01-01 33.0538718385612
2010-02-01 33.1742130717388
2010-03-01 33.4208839161537
2010-04-01 33.5540921601548
2010-05-01 33.7686619877480
2010-06-01 33.6277877259602
2010-07-01 33.6255362382074
2010-08-01 33.7168426911223
2010-09-01 33.4061164404763
2010-10-01 34.1557104490344
2010-11-01 33.8995356353622
2010-12-01 33.7931951262006
2011-01-01 33.9402626849198
2011-02-01 33.9414818281863
2011-03-01 33.9514868495018
2011-04-01 34.0581642371095
2011-05-01 34.1644852777935
2011-06-01 34.2314426010172
2011-07-01 34.4492213657367
2011-08-01 34.5182750872102
2011-09-01 34.7505708530247
2011-10-01 34.7332538825028
2011-11-01 34.6844343262148
2011-12-01 35.0094494314985
2012-01-01 34.7286933932737
2012-02-01 34.5791882312864
2012-03-01 34.7639598384287
2012-04-01 34.9724767896317
2012-05-01 34.8512836045173
2012-06-01 34.8099629736483
2012-07-01 35.0579350818247
2012-08-01 35.1300042524509
2012-09-01 35.1083521318428
2012-10-01 35.3510808485689
2012-11-01 35.2103298828928
2012-12-01 35.3106580699650
2013-01-01 35.3060325161651
2013-02-01 35.3223666036283
2013-03-01 35.0375077801972
2013-04-01 34.9675898664173
2013-05-01 35.0312875583813
2013-06-01 35.0933891231499
2013-07-01 34.9744227511288
2013-08-01 35.0398174247377
2013-09-01 35.0646845637907
2013-10-01 35.4892917181963
2013-11-01 35.4604486281035
2013-12-01 35.3156382255695
2014-01-01 35.3682556554227
2014-02-01 35.4673577808657
2014-03-01 35.4886183143454
2014-04-01 35.3724974624640
2014-05-01 35.4080358092130
2014-06-01 35.6735166938124
2014-07-01 35.5899462512831
2014-08-01 35.6570225282471
2014-09-01 35.5970131976793
2014-10-01 35.5264461193186
2014-11-01 35.6198808716042
2014-12-01 35.6353160444266
2015-01-01 35.5347904669767
2015-02-01 35.6306405593317
2015-03-01 35.6204666725900
2015-04-01 35.8795632088451
2015-05-01 35.6951320839626
2015-06-01 35.3634687474103
2015-07-01 35.3856243633300
2015-08-01 35.2696097208048
2015-09-01 35.2066165785519
2015-10-01 35.1572463601710
2015-11-01 35.2726929581622
2015-12-01 35.4671817621762
2016-01-01 35.4072451416952
2016-02-01 35.1112880105197
2016-03-01 35.4616974771073
2016-04-01 35.8868158073508
2016-05-01 35.6014650333416
2016-06-01 35.1668333404560
2016-07-01 35.3646525642082
2016-08-01 35.3637238014797
2016-09-01 35.6925072311491
2016-10-01 35.2661935365721
2016-11-01 35.1141114263494
2016-12-01 34.9150203607707
2017-01-01 35.2920385696969
2017-02-01 35.1050731204956
2017-03-01 35.2267403562010
2017-04-01 35.0938571486220
2017-05-01 35.0298075854490
2017-06-01 35.1839469271988
2017-07-01 35.0173253602818
2017-08-01 35.1287432346560
2017-09-01 35.2613282677403
2017-10-01 35.3533783577137
2017-11-01 35.1533491092294
2017-12-01 35.1799081027251
2018-01-01 35.1994108155901
2018-02-01 35.2074807426972
2018-03-01 35.1064401494975
2018-04-01 34.9942377894375
2018-05-01 34.9691293908134
2018-06-01 34.7887693899369
2018-07-01 34.9733520117580
2018-08-01 34.5727223834160
2018-09-01 34.6321561230457
2018-10-01 34.5309599957450
2018-11-01 34.7853588507506
2018-12-01 34.6524373893324
2019-01-01 34.4275396765691
2019-02-01 34.1058497745992
2019-03-01 34.2882411587230
2019-04-01 34.1932948772010
2019-05-01 34.1099475891959
2019-06-01 34.1858185905116
2019-07-01 34.0193212281762
2019-08-01 34.1229340502873
2019-09-01 33.9119636352892
2019-10-01 33.9199791607665
2019-11-01 33.9141412645430
2019-12-01 33.7040657549022
2020-01-01 33.8675773854864
2020-02-01 33.8127583910232
2020-03-01 33.6614587432785
2020-04-01 28.6886146621692
2020-05-01 30.1344362928808
2020-06-01 31.2673543121647
2020-07-01 31.5827423492900
2020-08-01 31.8786329764282
2020-09-01 31.7189672336818
2020-10-01 32.2207474946781
2020-11-01 31.4591444495013
2020-12-01 31.4254651152001
2021-01-01 31.5877316181114
2021-02-01 31.8160837584527
2021-03-01 32.0302139492513
2021-04-01 32.2788645513153
2021-05-01 32.3409665857557
2021-06-01 32.3603521281392
2021-07-01 32.3684128889691
2021-08-01 32.4551698865312
2021-09-01 32.8279675219589
2021-10-01 32.4312279070980
2021-11-01 32.5084996850498
2021-12-01 32.5119679394453
2022-01-01 32.5930006386583
2022-02-01 32.7312062223801
2022-03-01 32.7935853489953
2022-04-01 32.7726875228148
2022-05-01 32.7327000724722
2022-06-01 32.9373042379316
2022-07-01 32.9744311943034
2022-08-01 32.9577506242024
2022-09-01 33.1570149444524
2022-10-01 33.3489161793994
2022-11-01 33.9458676856172
2022-12-01 33.0798252448321
2023-01-01 33.4747911470165
2023-02-01 33.4387300723498
2023-03-01 33.4700129971799
2023-04-01 33.2655923844652
2023-05-01 33.4197037722920
2023-06-01 33.5262243603607
2023-07-01 33.5836374125888
2023-08-01 33.5893545169256
2023-09-01 33.4819431047954
2023-10-01 33.5697516241209
2023-11-01 33.4533550278028
2023-12-01 33.7340634190891
2024-01-01 34.0519138778046
2024-02-01 33.5511399452163
2024-03-01 33.8633568515932
2024-04-01 33.9722849867302
2024-05-01 33.9042563703771
2024-06-01 33.8079567760665
2024-07-01 33.8891776566392
2024-08-01 34.2153840699890
2024-09-01 34.5115073747732
2024-10-01 34.2878811039471
2024-11-01 34.4524018441661
2024-12-01 34.6038809395667
2025-01-01 34.5238397076215
2025-02-01 34.5565969489199
2025-03-01 34.2711525027350
2025-04-01 34.6682405826043
2025-05-01 34.7924719163823
2025-06-01 34.9102824014191
2025-07-01 34.7981535862396
2025-08-01 34.4285449533801
2025-09-01 34.5152131553707

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