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 2026-01-01
Last Updated 2026-08-31 9:52 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 339517358.242414
1990-04-01 341036346.408680
1990-07-01 341077667.133210
1990-10-01 337851514.939181
1991-01-01 341259737.759829
1991-04-01 344947068.878082
1991-07-01 345370537.835786
1991-10-01 347958697.645231
1992-01-01 360793113.230601
1992-04-01 366660313.641201
1992-07-01 367017403.915879
1992-10-01 384928835.165693
1993-01-01 371692566.994607
1993-04-01 384071656.087151
1993-07-01 412977214.680317
1993-10-01 405502816.089322
1994-01-01 400567397.667356
1994-04-01 400895355.084199
1994-07-01 421792454.978676
1994-10-01 430257584.898874
1995-01-01 443577566.486694
1995-04-01 435713092.004886
1995-07-01 433778525.171355
1995-10-01 435147771.957615
1996-01-01 443182887.395330
1996-04-01 462493422.815181
1996-07-01 444990442.130170
1996-10-01 451302934.432475
1997-01-01 462607760.640374
1997-04-01 475665118.437720
1997-07-01 474154327.860507
1997-10-01 525843939.403798
1998-01-01 483592704.159093
1998-04-01 484875239.121984
1998-07-01 479753013.890978
1998-10-01 503117024.912143
1999-01-01 500473715.717309
1999-04-01 496712257.218975
1999-07-01 523114737.475496
1999-10-01 521578971.564249
2000-01-01 527656907.509891
2000-04-01 535935293.913436
2000-07-01 532750156.250071
2000-10-01 525025573.246106
2001-01-01 518764300.810617
2001-04-01 513721779.701405
2001-07-01 518219815.787803
2001-10-01 515557963.943406
2002-01-01 542019120.392930
2002-04-01 531840841.802293
2002-07-01 517994533.041918
2002-10-01 514215990.954385
2003-01-01 520518111.530793
2003-04-01 526690990.666717
2003-07-01 519918590.844431
2003-10-01 531328825.507281
2004-01-01 529036001.123545
2004-04-01 527371293.910973
2004-07-01 541619380.007866
2004-10-01 557394305.264058
2005-01-01 530255794.745250
2005-04-01 546442330.284520
2005-07-01 556390031.383135
2005-10-01 557902696.830321
2006-01-01 572755025.008350
2006-04-01 567691328.744943
2006-07-01 562831841.886742
2006-10-01 568877711.867183
2007-01-01 594437767.844653
2007-04-01 584102160.376240
2007-07-01 595921745.939958
2007-10-01 608434225.578076
2008-01-01 629021466.605182
2008-04-01 591300398.230665
2008-07-01 592948293.667185
2008-10-01 595684077.784433
2009-01-01 531616472.453988
2009-04-01 568296605.345365
2009-07-01 554973575.125975
2009-10-01 587407658.467617
2010-01-01 513383057.194487
2010-04-01 652558338.185258
2010-07-01 592002140.591405
2010-10-01 595082215.441801
2011-01-01 564785866.853757
2011-04-01 599394366.772896
2011-07-01 617857972.956534
2011-10-01 593710338.346852
2012-01-01 612402377.345412
2012-04-01 578581361.882618
2012-07-01 601223932.183352
2012-10-01 614387140.056450
2013-01-01 633652452.381310
2013-04-01 659698502.735828
2013-07-01 631723496.239325
2013-10-01 638404902.046447
2014-01-01 642349994.329093
2014-04-01 687148707.987836
2014-07-01 660229669.205683
2014-10-01 687017293.900546
2015-01-01 741921315.837402
2015-04-01 664364986.891327
2015-07-01 685975439.162906
2015-10-01 706932323.016863
2016-01-01 668307634.411221
2016-04-01 720483526.987032
2016-07-01 749618757.800104
2016-10-01 715672672.475466
2017-01-01 712904397.588756
2017-04-01 744447461.304578
2017-07-01 728219374.213536
2017-10-01 725068681.893934
2018-01-01 758491437.013904
2018-04-01 720266438.300061
2018-07-01 722600698.910961
2018-10-01 766950014.573317
2019-01-01 751706202.266694
2019-04-01 740923618.287171
2019-07-01 769302457.017412
2019-10-01 754050672.077146
2020-01-01 796479284.457958
2020-04-01 667639318.549468
2020-07-01 760983056.459000
2020-10-01 774903454.344146
2021-01-01 774770789.442607
2021-04-01 778083970.405586
2021-07-01 780547863.671968
2021-10-01 817731980.862775
2022-01-01 916351939.090329
2022-04-01 825023161.262987
2022-07-01 862362770.762270
2022-10-01 819884456.102055
2023-01-01 819734441.888901
2023-04-01 824800955.490439
2023-07-01 841930816.067377
2023-10-01 844838886.873112
2024-01-01 868215610.995287
2024-04-01 878713751.933255
2024-07-01 860195136.616038
2024-10-01 847297706.956219
2025-01-01 863884449.084109
2025-04-01 870127423.455827
2025-07-01 889436726.883227
2025-10-01 904120891.404970
2026-01-01 860506573.084902

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