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 2025-04-01
Last Updated 2025-12-19 11:22 AM CST
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 339517358.242984
1990-04-01 341036346.409878
1990-07-01 341077667.134222
1990-10-01 337851514.936166
1991-01-01 341259737.759945
1991-04-01 344947068.881858
1991-07-01 345370537.837436
1991-10-01 347958697.635843
1992-01-01 360793113.232805
1992-04-01 366660313.653853
1992-07-01 367017403.917289
1992-10-01 384928835.142606
1993-01-01 371692566.984195
1993-04-01 384071656.154004
1993-07-01 412977214.650195
1993-10-01 405502816.042371
1994-01-01 400567397.647689
1994-04-01 400895355.251496
1994-07-01 421792454.861606
1994-10-01 430257584.832418
1995-01-01 443577566.477139
1995-04-01 435713092.300671
1995-07-01 433778524.952522
1995-10-01 435147771.704979
1996-01-01 443182887.540494
1996-04-01 462493424.012543
1996-07-01 444990440.768813
1996-10-01 451302933.173978
1997-01-01 462607762.439980
1997-04-01 475665122.593693
1997-07-01 474154321.835529
1997-10-01 525843935.390497
1998-01-01 483592710.119408
1998-04-01 484875249.226920
1998-07-01 479753008.484412
1998-10-01 503116988.930682
1999-01-01 500473764.425537
1999-04-01 496712261.482571
1999-07-01 523114723.456244
1999-10-01 521578897.290497
2000-01-01 527657014.927541
2000-04-01 535935303.139669
2000-07-01 532750110.918830
2000-10-01 525025455.818795
2001-01-01 518764475.908968
2001-04-01 513721805.570160
2001-07-01 518219759.068684
2001-10-01 515557680.691723
2002-01-01 542019554.133106
2002-04-01 531840792.425187
2002-07-01 517994474.619781
2002-10-01 514215546.127432
2003-01-01 520518755.290811
2003-04-01 526690878.193109
2003-07-01 519918531.926055
2003-10-01 531328180.561732
2004-01-01 529036879.048524
2004-04-01 527371226.924093
2004-07-01 541619133.507513
2004-10-01 557393583.282186
2005-01-01 530256529.534834
2005-04-01 546443110.551084
2005-07-01 556389488.821524
2005-10-01 557900530.190594
2006-01-01 572756899.392315
2006-04-01 567693601.491144
2006-07-01 562830491.334518
2006-10-01 568872951.347446
2007-01-01 594440690.400602
2007-04-01 584109335.226832
2007-07-01 595916610.252567
2007-10-01 608426314.823883
2008-01-01 629026577.817187
2008-04-01 591312202.506556
2008-07-01 592939249.454566
2008-10-01 595674648.579312
2009-01-01 531621619.129296
2009-04-01 568311807.806687
2009-07-01 554961886.405075
2009-10-01 587397698.055484
2010-01-01 513389339.929965
2010-04-01 652575578.563503
2010-07-01 591989002.509058
2010-10-01 595073066.625265
2011-01-01 564792457.406208
2011-04-01 599409080.981257
2011-07-01 617844395.566871
2011-10-01 593702280.705859
2012-01-01 612411716.479253
2012-04-01 578589560.952787
2012-07-01 601213880.617386
2012-10-01 614380966.625649
2013-01-01 633662313.430627
2013-04-01 659701915.398487
2013-07-01 631716528.199916
2013-10-01 638399341.653889
2014-01-01 642362182.139133
2014-04-01 687147543.475297
2014-07-01 660220884.421730
2014-10-01 687012469.600978
2015-01-01 741942616.116495
2015-04-01 664366425.615163
2015-07-01 685946810.642555
2015-10-01 706929257.986711
2016-01-01 668346496.433874
2016-04-01 720492490.661378
2016-07-01 749560357.605492
2016-10-01 715608131.005192
2017-01-01 713081059.469847
2017-04-01 744377474.163305
2017-07-01 728161212.532312
2017-10-01 724955766.517119
2018-01-01 758790644.768909
2018-04-01 720114272.040767
2018-07-01 722568537.708152
2018-10-01 766832934.539226
2019-01-01 752040805.230507
2019-04-01 740566269.220887
2019-07-01 769554307.632823
2019-10-01 753881263.184506
2020-01-01 796731134.311280
2020-04-01 667197534.815129
2020-07-01 761528888.408820
2020-10-01 774729446.081701
2021-01-01 774883429.550339
2021-04-01 777336654.990427
2021-07-01 781470585.230137
2021-10-01 817523945.195030
2022-01-01 916643108.676074
2022-04-01 823570661.599232
2022-07-01 863519365.300027
2022-10-01 820509627.405267
2023-01-01 819689950.769677
2023-04-01 822481293.087381
2023-07-01 843224929.841999
2023-10-01 846786531.160089
2024-01-01 867534547.015866
2024-04-01 875352475.849684
2024-07-01 861468505.982510
2024-10-01 850996740.595493
2025-01-01 851140475.166383
2025-04-01 865859298.319159

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