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 2025-10-01
Last Updated 2026-06-02 11:26 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 288874325.007040
2001-07-01 292209916.623813
2001-10-01 292410699.268904
2002-01-01 297076174.948916
2002-04-01 297280379.902564
2002-07-01 302249089.198557
2002-10-01 307388254.076607
2003-01-01 312035961.840915
2003-04-01 315365351.803760
2003-07-01 319366614.152259
2003-10-01 321689574.976985
2004-01-01 329526771.024120
2004-04-01 332164237.174585
2004-07-01 337996178.128235
2004-10-01 345866285.340155
2005-01-01 336936282.917065
2005-04-01 347310745.544179
2005-07-01 363394496.512623
2005-10-01 355954415.259692
2006-01-01 364648560.001211
2006-04-01 368578760.848591
2006-07-01 368129423.468769
2006-10-01 372727193.284041
2007-01-01 383094757.772257
2007-04-01 391011192.215372
2007-07-01 389032449.708537
2007-10-01 399765063.770975
2008-01-01 407581588.693594
2008-04-01 409118536.846489
2008-07-01 412358139.614245
2008-10-01 410346486.109991
2009-01-01 414144811.581978
2009-04-01 415912260.625856
2009-07-01 415452788.812886
2009-10-01 430963351.603213
2010-01-01 416966458.898837
2010-04-01 433285608.469832
2010-07-01 433906613.190587
2010-10-01 449899349.714507
2011-01-01 434591335.265949
2011-04-01 450226636.955666
2011-07-01 465070330.100730
2011-10-01 461943784.095974
2012-01-01 482118590.343145
2012-04-01 477128463.621180
2012-07-01 483402947.549162
2012-10-01 487822673.627867
2013-01-01 491772756.639784
2013-04-01 493557385.960085
2013-07-01 498732999.247721
2013-10-01 504269157.868497
2014-01-01 516091813.273957
2014-04-01 518297252.315579
2014-07-01 529275239.861864
2014-10-01 535932226.324190
2015-01-01 547635125.512288
2015-04-01 542485761.484888
2015-07-01 552997437.787615
2015-10-01 571438166.204301
2016-01-01 549321564.013931
2016-04-01 563025308.164654
2016-07-01 586708600.653921
2016-10-01 571762103.039743
2017-01-01 574279451.091046
2017-04-01 581933230.840054
2017-07-01 568125439.446152
2017-10-01 576954917.860359
2018-01-01 587182236.616404
2018-04-01 592653547.667532
2018-07-01 585608063.380264
2018-10-01 593939776.117487
2019-01-01 591045379.292195
2019-04-01 610575170.991868
2019-07-01 610062668.476196
2019-10-01 603486951.709247
2020-01-01 619393152.602235
2020-04-01 590060624.873731
2020-07-01 595290827.819183
2020-10-01 624211552.753179
2021-01-01 602160398.754833
2021-04-01 634499118.569861
2021-07-01 633179051.494621
2021-10-01 661276988.975673
2022-01-01 651524508.143266
2022-04-01 669238868.925874
2022-07-01 703429312.617548
2022-10-01 680775196.887503
2023-01-01 709292853.605997
2023-04-01 715827161.206187
2023-07-01 732110484.514314
2023-10-01 735847515.904252
2024-01-01 757515330.609308
2024-04-01 767236990.503953
2024-07-01 772279506.443228
2024-10-01 785463865.089211
2025-01-01 801500715.029382
2025-04-01 794992520.071253
2025-07-01 803141076.177848
2025-10-01 808745632.269596

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