Table Data - Total Quarterly Wages in Grand Forks, ND-MN (MSA)

Title Total Quarterly Wages in Grand Forks, ND-MN (MSA)
Series ID ENUC242230010SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release Quarterly Census of Employment and Wages
Seasonal Adjustment Seasonally Adjusted
Frequency Quarterly
Units Dollars
Date Range 1990-01-01 to 2026-01-01
Last Updated 2026-08-31 9:53 AM CDT
Notes Total wages are the wages paid by Unemployment Insurance covered employers during the calendar quarter, regardless of when the services were performed. Included in wages are pay for vacation and other paid leave, bonuses, stock options, tips, the cash value of meals and lodging, and in some States, contributions to deferred compensation plans (such as 401(k) plans). 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. In some cases, the NSA data will be updated but the SA data will not be updated. The reason is usually that the data series has not accumulated enough new seasonal factors to trigger an adjustment. The NSA series can be located here The FRED team is currently working on a new procedure to replace SA data that has not yet be updated with NSA data that has been updated.

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.

The data were retrieved from the BLS API on the "Updated" date referenced above the graph. BLS.gov cannot vouch for the data or analyses derived from these data after the data have been retrieved from BLS.gov. "
DATE VALUE
1990-01-01 166154969.894461
1990-04-01 166558880.842499
1990-07-01 168792526.830843
1990-10-01 171131227.431172
1991-01-01 173785926.828727
1991-04-01 177031229.033989
1991-07-01 177475035.351258
1991-10-01 178504026.028744
1992-01-01 185605514.918785
1992-04-01 185875029.733300
1992-07-01 189416490.703131
1992-10-01 197986926.781570
1993-01-01 192132018.090410
1993-04-01 199450664.156285
1993-07-01 202116924.011311
1993-10-01 207871898.194258
1994-01-01 208071885.073494
1994-04-01 210727950.162756
1994-07-01 219314591.143558
1994-10-01 218617409.901074
1995-01-01 222757290.144958
1995-04-01 227078790.308751
1995-07-01 223434526.982296
1995-10-01 229081707.744064
1996-01-01 235341553.615702
1996-04-01 237180347.394463
1996-07-01 235297591.517044
1996-10-01 234803696.956253
1997-01-01 238548336.272454
1997-04-01 239254902.579905
1997-07-01 257751246.831459
1997-10-01 257259964.893846
1998-01-01 254049532.007792
1998-04-01 263959516.119212
1998-07-01 260529244.310716
1998-10-01 269997528.250268
1999-01-01 259892630.076598
1999-04-01 275480531.594981
1999-07-01 272117162.934507
1999-10-01 279935032.714261
2000-01-01 280986538.759135
2000-04-01 279794081.603705
2000-07-01 285678462.778421
2000-10-01 283898551.070062
2001-01-01 290818169.926115
2001-04-01 288874325.007041
2001-07-01 292209916.623812
2001-10-01 292410699.268903
2002-01-01 297076174.948918
2002-04-01 297280379.902564
2002-07-01 302249089.198556
2002-10-01 307388254.076607
2003-01-01 312035961.840919
2003-04-01 315365351.803746
2003-07-01 319366614.152225
2003-10-01 321689574.977084
2004-01-01 329526771.024296
2004-04-01 332164237.174106
2004-07-01 337996178.127913
2004-10-01 345866285.341186
2005-01-01 336936282.918044
2005-04-01 347310745.541371
2005-07-01 363394496.511419
2005-10-01 355954415.263735
2006-01-01 364648560.004594
2006-04-01 368578760.840916
2006-07-01 368129423.459570
2006-10-01 372727193.302529
2007-01-01 383094757.775778
2007-04-01 391011192.198505
2007-07-01 389032449.683068
2007-10-01 399765063.820608
2008-01-01 407581588.688659
2008-04-01 409118536.819019
2008-07-01 412358139.571978
2008-10-01 410346486.191392
2009-01-01 414144811.565063
2009-04-01 415912260.588005
2009-07-01 415452788.816488
2009-10-01 430963351.806782
2010-01-01 416966458.298671
2010-04-01 433285607.632716
2010-07-01 433906616.547000
2010-10-01 449899351.786129
2011-01-01 434591324.676658
2011-04-01 450226633.662482
2011-07-01 465070353.214904
2011-10-01 461943790.887167
2012-01-01 482118541.626394
2012-04-01 477128454.564471
2012-07-01 483403012.824593
2012-10-01 487822721.991046
2013-01-01 491772607.399326
2013-04-01 493557307.094028
2013-07-01 498733279.366649
2013-10-01 504269153.624398
2014-01-01 516091546.762965
2014-04-01 518297119.315349
2014-07-01 529275803.262180
2014-10-01 535932106.569925
2015-01-01 547634523.011067
2015-04-01 542485802.664290
2015-07-01 552998819.894360
2015-10-01 571437376.970552
2016-01-01 549319760.187192
2016-04-01 563026308.636276
2016-07-01 586712499.079796
2016-10-01 571760218.067446
2017-01-01 574272880.572211
2017-04-01 581934758.726517
2017-07-01 568139320.413127
2017-10-01 576950744.654207
2018-01-01 587158775.056093
2018-04-01 592662889.755680
2018-07-01 585636259.477567
2018-10-01 593934392.115536
2019-01-01 591002356.796768
2019-04-01 610571781.255800
2019-07-01 610146039.998850
2019-10-01 603461305.147269
2020-01-01 619324335.612786
2020-04-01 590042707.356240
2020-07-01 595438595.654698
2020-10-01 624167926.740993
2021-01-01 602049515.396579
2021-04-01 634444598.557310
2021-07-01 633465346.918644
2021-10-01 661209520.782206
2022-01-01 651299203.007828
2022-04-01 669134029.846030
2022-07-01 703881126.666522
2022-10-01 680970696.019182
2023-01-01 708367223.934674
2023-04-01 716005884.659614
2023-07-01 732797069.293478
2023-10-01 736118014.756393
2024-01-01 755880533.567661
2024-04-01 767845476.212402
2024-07-01 773148720.150702
2024-10-01 785864809.110984
2025-01-01 798990491.384557
2025-04-01 796186156.767015
2025-07-01 804255842.152973
2025-10-01 809137988.095081
2026-01-01 825543575.907610

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