Table Data - Total Quarterly Wages in Kalamazoo-Portage, MI (MSA)

Title Total Quarterly Wages in Kalamazoo-Portage, MI (MSA)
Series ID ENUC280230010SA
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 11:24 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 733205733.346792
1990-04-01 746415896.522144
1990-07-01 745152074.550367
1990-10-01 736260637.074704
1991-01-01 766165158.589370
1991-04-01 754198690.887689
1991-07-01 780628246.714365
1991-10-01 775823247.480375
1992-01-01 788036777.801314
1992-04-01 800904266.578119
1992-07-01 814266972.948494
1992-10-01 849440530.377355
1993-01-01 807311128.354948
1993-04-01 851736170.017844
1993-07-01 853993823.547549
1993-10-01 894037321.312319
1994-01-01 852590099.606418
1994-04-01 880819745.906831
1994-07-01 907558119.139370
1994-10-01 897739113.935358
1995-01-01 948072686.147226
1995-04-01 941322765.682676
1995-07-01 947027001.995616
1995-10-01 954669698.377290
1996-01-01 992775621.793594
1996-04-01 1017755029.458260
1996-07-01 995885598.427779
1996-10-01 998910119.721843
1997-01-01 1022592013.643390
1997-04-01 1010837484.018560
1997-07-01 1016916195.291300
1997-10-01 1048235841.056640
1998-01-01 1059182698.532120
1998-04-01 1064016176.661150
1998-07-01 1068197349.281150
1998-10-01 1082211489.979070
1999-01-01 1018970588.364610
1999-04-01 1057314243.128830
1999-07-01 1101376120.712960
1999-10-01 1133392870.930130
2000-01-01 1116627315.668680
2000-04-01 1116001464.627380
2000-07-01 1125195901.002970
2000-10-01 1096656372.910290
2001-01-01 1148460209.134260
2001-04-01 1146289868.009940
2001-07-01 1132911179.574930
2001-10-01 1149834520.011000
2002-01-01 1177060546.924910
2002-04-01 1176020611.404750
2002-07-01 1186557420.710010
2002-10-01 1191802332.598500
2003-01-01 1208691938.906170
2003-04-01 1211217746.833880
2003-07-01 1312227620.597740
2003-10-01 1234314768.302440
2004-01-01 1265053189.263680
2004-04-01 1239340534.518290
2004-07-01 1231404986.559750
2004-10-01 1244608974.160250
2005-01-01 1232759348.833790
2005-04-01 1251325984.495530
2005-07-01 1276526695.796870
2005-10-01 1259453733.189570
2006-01-01 1288778221.934210
2006-04-01 1294089402.878680
2006-07-01 1275940019.040300
2006-10-01 1300193708.713500
2007-01-01 1315029545.576400
2007-04-01 1351943073.461180
2007-07-01 1329297294.973350
2007-10-01 1349020836.604760
2008-01-01 1350746964.283720
2008-04-01 1379097923.460010
2008-07-01 1412657603.960470
2008-10-01 1390272586.005780
2009-01-01 1313731639.176940
2009-04-01 1308127792.392840
2009-07-01 1298426029.839530
2009-10-01 1321254401.746520
2010-01-01 1250624214.314230
2010-04-01 1317800060.203700
2010-07-01 1331822609.879470
2010-10-01 1384829457.518950
2011-01-01 1314111796.085660
2011-04-01 1349595923.584810
2011-07-01 1413755535.634420
2011-10-01 1354146311.136380
2012-01-01 1414562950.012580
2012-04-01 1397841521.902050
2012-07-01 1411796700.921370
2012-10-01 1422940678.450260
2013-01-01 1452678869.659520
2013-04-01 1454068691.619610
2013-07-01 1458892080.368910
2013-10-01 1476184117.391950
2014-01-01 1493527761.679260
2014-04-01 1495649985.642450
2014-07-01 1513094722.831170
2014-10-01 1542974622.057910
2015-01-01 1549348749.637880
2015-04-01 1558723733.259850
2015-07-01 1583284425.111680
2015-10-01 1683130356.726040
2016-01-01 1597443767.152640
2016-04-01 1660693241.523720
2016-07-01 1722479713.178190
2016-10-01 1706608883.043960
2017-01-01 1732954064.454990
2017-04-01 1727037591.651540
2017-07-01 1732600239.173350
2017-10-01 1741684909.650420
2018-01-01 1773480444.290790
2018-04-01 1802842756.495940
2018-07-01 1788680120.823890
2018-10-01 1841615834.204630
2019-01-01 1887622012.065350
2019-04-01 1865320222.122170
2019-07-01 1871179121.332190
2019-10-01 1838455615.505010
2020-01-01 1890307596.161400
2020-04-01 1689511542.630190
2020-07-01 1820592587.868540
2020-10-01 1991007182.942680
2021-01-01 1824501636.374700
2021-04-01 1953733634.267400
2021-07-01 1998411763.986950
2021-10-01 2171727218.149320
2022-01-01 2012575496.509760
2022-04-01 2115314702.427510
2022-07-01 2227850120.128340
2022-10-01 2120567866.888720
2023-01-01 2160339511.064980
2023-04-01 2148553990.723780
2023-07-01 2184282404.127030
2023-10-01 2216217731.802470
2024-01-01 2002796306.977130
2024-04-01 1966008285.835770
2024-07-01 1970443723.132960
2024-10-01 2001872801.341060
2025-01-01 2075823047.373060
2025-04-01 2062365762.626060
2025-07-01 2088979881.674410
2025-10-01 2116193129.839570

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