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

Title All Employees: Service-Providing in Grand Forks, ND-MN (MSA)
Series ID SMU38242200700000001SA
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 2026-04-01
Last Updated 2026-05-26 1:19 PM 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 37.4256809180677
1990-02-01 37.4310632651510
1990-03-01 37.6227871210216
1990-04-01 37.4247412435281
1990-05-01 37.5962327026353
1990-06-01 37.5594066014889
1990-07-01 37.6633852237327
1990-08-01 37.7831752081896
1990-09-01 37.4880677410531
1990-10-01 37.9429120940340
1990-11-01 37.8610942542408
1990-12-01 37.8981693230896
1991-01-01 37.9130952894980
1991-02-01 38.2491720432701
1991-03-01 38.2365098379647
1991-04-01 38.3336230544279
1991-05-01 38.3932955407726
1991-06-01 38.3501852787105
1991-07-01 38.3526209642679
1991-08-01 38.5725514516618
1991-09-01 38.9563542573841
1991-10-01 38.7731878088173
1991-11-01 38.5519370023507
1991-12-01 38.8139307638756
1992-01-01 38.7989030441136
1992-02-01 38.9806189420107
1992-03-01 38.9451546835773
1992-04-01 39.1395469496610
1992-05-01 38.3957673790422
1992-06-01 39.3399420552794
1992-07-01 39.3323509936613
1992-08-01 39.2585478901130
1992-09-01 38.9167518143759
1992-10-01 39.7231028583160
1992-11-01 39.9295925727300
1992-12-01 40.0357853972158
1993-01-01 40.2947329302484
1993-02-01 40.0009778736254
1993-03-01 40.0356826231430
1993-04-01 40.2483191114424
1993-05-01 40.6250513796956
1993-06-01 40.3322764001252
1993-07-01 40.4083138714696
1993-08-01 39.9379474302339
1993-09-01 40.5907680189913
1993-10-01 40.3680995138640
1993-11-01 40.5982221606875
1993-12-01 40.7581976829430
1994-01-01 40.7879862521432
1994-02-01 40.9142221260897
1994-03-01 41.0004660155933
1994-04-01 41.1399935229349
1994-05-01 41.6795530081055
1994-06-01 41.6511819590266
1994-07-01 41.7154755747452
1994-08-01 41.8143476265415
1994-09-01 41.9739059281783
1994-10-01 41.7005590475432
1994-11-01 41.7566253837159
1994-12-01 41.5588886568393
1995-01-01 41.7868561833244
1995-02-01 41.7050472170979
1995-03-01 42.0466006585992
1995-04-01 41.9239371820680
1995-05-01 42.1462563475312
1995-06-01 42.1020697165049
1995-07-01 42.2567946654893
1995-08-01 42.1974664590497
1995-09-01 41.9654720000317
1995-10-01 42.3145942738406
1995-11-01 42.4065185373976
1995-12-01 42.3522223325135
1996-01-01 42.3756519639993
1996-02-01 42.6755091232845
1996-03-01 42.5697475197291
1996-04-01 42.5970207436375
1996-05-01 42.5114300766689
1996-06-01 42.7817950602894
1996-07-01 42.8580609665930
1996-08-01 42.7968618093122
1996-09-01 42.5548434389622
1996-10-01 42.6053490007088
1996-11-01 42.2593467966525
1996-12-01 42.4171068337887
1997-01-01 41.4787130074306
1997-02-01 41.9065768297613
1997-03-01 41.7961760110568
1997-04-01 41.7763951406660
1997-05-01 38.8574436520406
1997-06-01 40.7540931314031
1997-07-01 41.4050311924215
1997-08-01 41.5234375204139
1997-09-01 42.1353514784361
1997-10-01 41.7761421232095
1997-11-01 41.9395128152989
1997-12-01 41.9851280176762
1998-01-01 42.0624881989165
1998-02-01 41.8330095262751
1998-03-01 41.9058760886998
1998-04-01 42.1462106000280
1998-05-01 42.0772161517931
1998-06-01 41.9080752441725
1998-07-01 42.2127328708239
1998-08-01 41.9908847648666
1998-09-01 42.0094546899070
1998-10-01 41.7278979986761
1998-11-01 42.2224589664288
1998-12-01 41.8369122231712
1999-01-01 41.9315185174321
1999-02-01 41.7653022727818
1999-03-01 41.7503540190051
1999-04-01 41.5987827223075
1999-05-01 41.1826704895539
1999-06-01 41.8610854696834
1999-07-01 42.0137828740463
1999-08-01 42.2801463735823
1999-09-01 42.3762390771952
1999-10-01 42.2729971530942
1999-11-01 42.3053812180619
1999-12-01 42.3910450116736
2000-01-01 41.9796274953115
2000-02-01 42.4287253443992
2000-03-01 42.3107042607294
2000-04-01 42.0264868646895
2000-05-01 42.4933470433693
2000-06-01 42.4264785240014
2000-07-01 42.2089097779016
2000-08-01 42.3622692054629
2000-09-01 42.2733723490423
2000-10-01 42.3914704512396
2000-11-01 42.0559553316169
2000-12-01 42.2163898933458
2001-01-01 42.6448447953798
2001-02-01 43.5046813536497
2001-03-01 43.4181428304229
2001-04-01 43.0739276099022
2001-05-01 43.1200139207720
2001-06-01 43.1981568387247
2001-07-01 42.6374358717683
2001-08-01 42.6072202394672
2001-09-01 42.7874424798150
2001-10-01 43.4081524797127
2001-11-01 42.8993963716153
2001-12-01 42.9563755114231
2002-01-01 43.1002040352678
2002-02-01 42.9215244298668
2002-03-01 42.7394416031927
2002-04-01 43.2313447424496
2002-05-01 42.8562051130261
2002-06-01 43.0673119798202
2002-07-01 43.4156934419352
2002-08-01 43.3370702370036
2002-09-01 43.6850600437102
2002-10-01 43.6346017497232
2002-11-01 44.2287561526090
2002-12-01 43.9109241174583
2003-01-01 43.7673465250171
2003-02-01 43.6591390282914
2003-03-01 43.6851225446365
2003-04-01 44.1336389402768
2003-05-01 43.8870237226050
2003-06-01 43.7255941645886
2003-07-01 43.8103267248557
2003-08-01 44.2466998448855
2003-09-01 44.0446670286303
2003-10-01 44.4879704198479
2003-11-01 44.8790836214744
2003-12-01 44.7116998469012
2004-01-01 44.4495213672662
2004-02-01 44.6015026441263
2004-03-01 44.5211537879435
2004-04-01 44.2791169892961
2004-05-01 44.5078856048496
2004-06-01 44.5388739867476
2004-07-01 44.6783506512729
2004-08-01 44.8343549209436
2004-09-01 44.5720371527612
2004-10-01 44.7589161500058
2004-11-01 45.0716654977168
2004-12-01 45.0327686438232
2005-01-01 45.3750153574154
2005-02-01 45.2178923113188
2005-03-01 45.0407634587146
2005-04-01 45.6685875401364
2005-05-01 45.7056525658508
2005-06-01 45.7042736187367
2005-07-01 45.9401853311294
2005-08-01 45.7154511688660
2005-09-01 45.9851502320042
2005-10-01 45.7455347920489
2005-11-01 45.6879712987264
2005-12-01 45.6862475416249
2006-01-01 45.7990563784160
2006-02-01 46.0397907325032
2006-03-01 46.2517880363671
2006-04-01 46.1508019102301
2006-05-01 46.3907416407120
2006-06-01 46.3365820474925
2006-07-01 46.3054807041644
2006-08-01 46.3238593076201
2006-09-01 46.9887162562586
2006-10-01 46.6428352618437
2006-11-01 46.4034652034528
2006-12-01 46.4389046203203
2007-01-01 46.5306612889510
2007-02-01 46.6684331097269
2007-03-01 46.5691359871995
2007-04-01 46.4997498674700
2007-05-01 46.4687072393944
2007-06-01 46.8843951538642
2007-07-01 47.1734663660559
2007-08-01 46.8364595559975
2007-09-01 46.8188606871490
2007-10-01 46.4398328433667
2007-11-01 46.5865370975678
2007-12-01 46.9852868098457
2008-01-01 47.3460891641630
2008-02-01 47.0017225284555
2008-03-01 47.0145981858649
2008-04-01 47.1337861885272
2008-05-01 46.9572454924763
2008-06-01 46.4430787316548
2008-07-01 46.7309085164037
2008-08-01 46.9327141671257
2008-09-01 46.9858517984419
2008-10-01 46.9339573332902
2008-11-01 47.1598624062535
2008-12-01 47.0218123347229
2009-01-01 46.8536345260990
2009-02-01 46.7371903080887
2009-03-01 46.6634321785622
2009-04-01 46.5563235174421
2009-05-01 46.7405087848214
2009-06-01 46.7148504186747
2009-07-01 46.7878709369990
2009-08-01 46.6154280462887
2009-09-01 46.8016260838720
2009-10-01 46.7302248511901
2009-11-01 46.8128416589958
2009-12-01 46.7710732805556
2010-01-01 46.7313181977415
2010-02-01 46.8642226286537
2010-03-01 47.2238256814398
2010-04-01 47.3818901311091
2010-05-01 47.4253146212434
2010-06-01 47.2693847332056
2010-07-01 47.4313426240390
2010-08-01 47.5030291688065
2010-09-01 46.8383897585698
2010-10-01 47.9250797192803
2010-11-01 47.5935398850802
2010-12-01 47.5370296812958
2011-01-01 47.7111468505258
2011-02-01 47.7752207086987
2011-03-01 47.6641212917091
2011-04-01 47.6861033723710
2011-05-01 47.7065953848207
2011-06-01 48.0006859032868
2011-07-01 48.2859634162086
2011-08-01 48.3816296725838
2011-09-01 48.6137443506913
2011-10-01 48.7368285843436
2011-11-01 48.7036035541346
2011-12-01 49.2015606556229
2012-01-01 48.9888906759208
2012-02-01 48.9446347894907
2012-03-01 49.0898286615059
2012-04-01 49.1899974277535
2012-05-01 49.2996465441536
2012-06-01 49.0047577994804
2012-07-01 49.4420410768672
2012-08-01 49.4646373076273
2012-09-01 49.5963450857900
2012-10-01 49.6752374180476
2012-11-01 49.7553602300728
2012-12-01 49.7436006100737
2013-01-01 49.8671754747455
2013-02-01 50.1157215805107
2013-03-01 49.7794447698557
2013-04-01 49.3734769483716
2013-05-01 49.7870697528430
2013-06-01 49.7127768173227
2013-07-01 49.5254260834666
2013-08-01 49.6389568356573
2013-09-01 49.3771502681291
2013-10-01 49.8442057970447
2013-11-01 49.8194602711652
2013-12-01 49.6752681189544
2014-01-01 49.7398118237516
2014-02-01 49.7738083038207
2014-03-01 49.6345052353131
2014-04-01 49.7624606309020
2014-05-01 49.5832523401209
2014-06-01 50.0370538463502
2014-07-01 50.0278938598865
2014-08-01 50.0264125986064
2014-09-01 49.8326807378362
2014-10-01 49.7968355572426
2014-11-01 49.8897670189369
2014-12-01 50.0096313838854
2015-01-01 49.8079790373011
2015-02-01 50.0405599784705
2015-03-01 49.9677438558131
2015-04-01 50.0628651552874
2015-05-01 49.9891118440509
2015-06-01 49.7950588488078
2015-07-01 49.8178101138535
2015-08-01 49.4978997210744
2015-09-01 49.5749150992809
2015-10-01 49.4504002549233
2015-11-01 49.5668355721194
2015-12-01 49.6288524695306
2016-01-01 49.5660478743774
2016-02-01 49.4104908059453
2016-03-01 49.7035779983152
2016-04-01 50.0808957202704
2016-05-01 49.8026282308746
2016-06-01 49.3807692412484
2016-07-01 49.6085671085831
2016-08-01 49.8760496277860
2016-09-01 50.0956973513745
2016-10-01 49.6637280466691
2016-11-01 49.6261294853785
2016-12-01 49.4398044444069
2017-01-01 49.7260109104886
2017-02-01 49.7113523163189
2017-03-01 49.6600226176051
2017-04-01 49.5118646551857
2017-05-01 49.2346493160017
2017-06-01 49.3632793229448
2017-07-01 49.1832793614716
2017-08-01 49.2295810698229
2017-09-01 49.4182245761970
2017-10-01 49.4584057395217
2017-11-01 49.2841928962720
2017-12-01 49.1508642894415
2018-01-01 49.3138354017080
2018-02-01 49.3010807669715
2018-03-01 49.1379866384811
2018-04-01 48.9189791510726
2018-05-01 48.9799619112895
2018-06-01 48.6422540927306
2018-07-01 48.8729681536535
2018-08-01 48.4899214825306
2018-09-01 48.3250907501958
2018-10-01 48.1341863526002
2018-11-01 48.1222246724112
2018-12-01 48.2809516945281
2019-01-01 48.1241011212184
2019-02-01 47.7729354860921
2019-03-01 47.8254148389983
2019-04-01 47.7315297822400
2019-05-01 47.9318632720879
2019-06-01 47.7211940137735
2019-07-01 47.5314072594675
2019-08-01 47.6509035727115
2019-09-01 47.5427522467878
2019-10-01 47.6251840598508
2019-11-01 47.5625731944698
2019-12-01 47.3158764331448
2020-01-01 46.6391757442734
2020-02-01 46.8211586177731
2020-03-01 46.8027359028099
2020-04-01 40.0334946579914
2020-05-01 41.8678040223822
2020-06-01 42.5312557449176
2020-07-01 43.8010937799645
2020-08-01 44.3396694737994
2020-09-01 43.6483353141352
2020-10-01 44.6173855476220
2020-11-01 43.7925276312473
2020-12-01 43.5497496693737
2021-01-01 43.9366161577950
2021-02-01 44.4634776181864
2021-03-01 44.4684242627883
2021-04-01 44.9391102284951
2021-05-01 44.8013354499685
2021-06-01 44.8781740569218
2021-07-01 44.7714209461232
2021-08-01 44.9425734714337
2021-09-01 45.1355292959922
2021-10-01 44.8124355375338
2021-11-01 45.0296217476191
2021-12-01 44.9800596873835
2022-01-01 45.1304455223742
2022-02-01 45.2778216383786
2022-03-01 45.4212339111320
2022-04-01 45.2442389582749
2022-05-01 45.5085010720594
2022-06-01 45.6860833281848
2022-07-01 45.7663794970678
2022-08-01 45.7803002555624
2022-09-01 45.7726228671248
2022-10-01 46.1048926948339
2022-11-01 46.7470394808792
2022-12-01 45.9041091590931
2023-01-01 46.4251259363669
2023-02-01 46.3006759222935
2023-03-01 46.3623998799175
2023-04-01 46.2714256619107
2023-05-01 46.2982179517421
2023-06-01 46.4179499101985
2023-07-01 46.9521960130507
2023-08-01 46.6321298136047
2023-09-01 46.5088873693626
2023-10-01 46.7935108269913
2023-11-01 46.7442647273222
2023-12-01 47.1116545846881
2024-01-01 47.2234886846641
2024-02-01 46.6538918524761
2024-03-01 47.1112621421443
2024-04-01 47.4979418113258
2024-05-01 47.3694496912217
2024-06-01 47.1447723861157
2024-07-01 47.5511891527703
2024-08-01 47.6778500089198
2024-09-01 47.9501472524860
2024-10-01 47.7777468520183
2024-11-01 47.8263206106248
2024-12-01 47.9004247596479
2025-01-01 47.7346607042748
2025-02-01 47.9452657784921
2025-03-01 47.7805080544938
2025-04-01 47.6067643504528
2025-05-01 47.8597434426023
2025-06-01 47.4204142040440
2025-07-01 47.6505915232511
2025-08-01 47.5034346523846
2025-09-01 47.8109234367492
2025-10-01 47.6641458831980
2025-11-01 47.7106661214196
2025-12-01 47.5889038429034
2026-01-01 47.5644404161742
2026-02-01 47.7405397783719
2026-03-01 47.9663571889451
2026-04-01 47.9009589750686

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