Table Data - Total Quarterly Wages in Niles-Benton Harbor, MI (MSA)

Title Total Quarterly Wages in Niles-Benton Harbor, MI (MSA)
Series ID ENUC356630010SA
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 11:22 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 339517358.457392
1990-04-01 341036346.863578
1990-07-01 341077667.543854
1990-10-01 337851513.768540
1991-01-01 341259737.808605
1991-04-01 344947070.336087
1991-07-01 345370538.425789
1991-10-01 347958693.957023
1992-01-01 360793114.396158
1992-04-01 366660318.524686
1992-07-01 367017403.880566
1992-10-01 384928826.006270
1993-01-01 371692564.558983
1993-04-01 384071681.654645
1993-07-01 412977201.002165
1993-10-01 405502797.116355
1994-01-01 400567393.636710
1994-04-01 400895423.363859
1994-07-01 421792397.584836
1994-10-01 430257563.190379
1995-01-01 443577568.360326
1995-04-01 435713216.036272
1995-07-01 433778416.521077
1995-10-01 435147657.112784
1996-01-01 443182974.948844
1996-04-01 462494027.557945
1996-07-01 444989692.774703
1996-10-01 451302288.943961
1997-01-01 462608782.510425
1997-04-01 475667313.340315
1997-07-01 474150965.471115
1997-10-01 525841836.548911
1998-01-01 483596089.098746
1998-04-01 484880662.309608
1998-07-01 479749822.694165
1998-10-01 503097787.244297
1999-01-01 500500214.564620
1999-04-01 496712936.912347
1999-07-01 523109934.315793
1999-10-01 521540339.092699
2000-01-01 527710348.590475
2000-04-01 535933776.221107
2000-07-01 532741492.637296
2000-10-01 524965934.516997
2001-01-01 518841703.024259
2001-04-01 513719054.819283
2001-07-01 518216509.958020
2001-10-01 515462707.089635
2002-01-01 542137622.863791
2002-04-01 531837328.496574
2002-07-01 517989168.179350
2002-10-01 514082902.908754
2003-01-01 520678967.175072
2003-04-01 526691869.112449
2003-07-01 519885153.436695
2003-10-01 531159207.244458
2004-01-01 529234447.268616
2004-04-01 527436065.612970
2004-07-01 541556732.920250
2004-10-01 557043315.728051
2005-01-01 530591327.857033
2005-04-01 546573355.602239
2005-07-01 556406392.043011
2005-10-01 557225119.455444
2006-01-01 573187394.113020
2006-04-01 567871914.354582
2006-07-01 563561535.117804
2006-10-01 567275353.681726
2007-01-01 594831873.919089
2007-04-01 584593222.225640
2007-07-01 597529454.153204
2007-10-01 605956273.182852
2008-01-01 628772508.546354
2008-04-01 592392630.585188
2008-07-01 595390138.689957
2008-10-01 592602462.806597
2009-01-01 530802481.333396
2009-04-01 569898882.571326
2009-07-01 557509478.321875
2009-10-01 584473741.191292
2010-01-01 511955184.337174
2010-04-01 654666635.089859
2010-07-01 594831990.699482
2010-10-01 592357611.222784
2011-01-01 562923994.383544
2011-04-01 601342888.397880
2011-07-01 620153337.797571
2011-10-01 592072311.032016
2012-01-01 610059545.252411
2012-04-01 580315649.847274
2012-07-01 602688918.378125
2012-10-01 613645968.789174
2013-01-01 631477210.212793
2013-04-01 661232322.380991
2013-07-01 632436650.170046
2013-10-01 638535797.132977
2014-01-01 640464240.863786
2014-04-01 688198416.004455
2014-07-01 660765172.071330
2014-10-01 687266393.291154
2015-01-01 740308011.611442
2015-04-01 665062915.046288
2015-07-01 686327055.043213
2015-10-01 707315155.363538
2016-01-01 667062698.513975
2016-04-01 721158385.062307
2016-07-01 749858981.227530
2016-10-01 715910434.229364
2017-01-01 712088464.375370
2017-04-01 744836133.225423
2017-07-01 728409178.154941
2017-10-01 725134080.354774
2018-01-01 758175408.650244
2018-04-01 720290389.249226
2018-07-01 722792521.971382
2018-10-01 766888367.758407
2019-01-01 751813865.509544
2019-04-01 740506266.345456
2019-07-01 769762025.481804
2019-10-01 753926605.806775
2020-01-01 796602711.198380
2020-04-01 667112249.374086
2020-07-01 761725586.009764
2020-10-01 774714214.751794
2021-01-01 774765950.481454
2021-04-01 777332342.416081
2021-07-01 781694054.258627
2021-10-01 817470479.126446
2022-01-01 916033646.446012
2022-04-01 824290871.751235
2022-07-01 863744666.575113
2022-10-01 819948643.721010
2023-01-01 818888177.564726
2023-04-01 824165449.221312
2023-07-01 843385988.904305
2023-10-01 845535981.572393
2024-01-01 866364972.574358
2024-04-01 878355430.016153
2024-07-01 861532529.322521
2024-10-01 848887792.890673
2025-01-01 861034172.860606
2025-04-01 870024342.759881
2025-07-01 890725249.124182
2025-10-01 906591715.658153

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