Federal Reserve Economic Data

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 2025-04-01
Last Updated 2025-12-19 11:23 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 733205733.352316
1990-04-01 746415896.523314
1990-07-01 745152074.551053
1990-10-01 736260637.067479
1991-01-01 766165158.596300
1991-04-01 754198690.888445
1991-07-01 780628246.715172
1991-10-01 775823247.472294
1992-01-01 788036777.809316
1992-04-01 800904266.578444
1992-07-01 814266972.949150
1992-10-01 849440530.367870
1993-01-01 807311128.366544
1993-04-01 851736170.019407
1993-07-01 853993823.534584
1993-10-01 894037321.304161
1994-01-01 852590099.642444
1994-04-01 880819745.908166
1994-07-01 907558119.069492
1994-10-01 897739113.944821
1995-01-01 948072686.263976
1995-04-01 941322765.665682
1995-07-01 947027001.801489
1995-10-01 954669698.337413
1996-01-01 992775622.336261
1996-04-01 1017755029.092600
1996-07-01 995885598.088116
1996-10-01 998910119.815488
1997-01-01 1022592014.843360
1997-04-01 1010837482.685890
1997-07-01 1016916193.539390
1997-10-01 1048235844.783090
1998-01-01 1059182700.076490
1998-04-01 1064016169.912520
1998-07-01 1068197344.636630
1998-10-01 1082211505.593770
1999-01-01 1018970589.339780
1999-04-01 1057314223.623420
1999-07-01 1101376109.131710
1999-10-01 1133392904.012570
2000-01-01 1116627350.999510
2000-04-01 1116001365.309780
2000-07-01 1125195914.315820
2000-10-01 1096656430.000330
2001-01-01 1148460271.791880
2001-04-01 1146289679.319390
2001-07-01 1132911216.102990
2001-10-01 1149834619.606370
2002-01-01 1177060637.689080
2002-04-01 1176020311.526310
2002-07-01 1186557485.714680
2002-10-01 1191802525.371880
2003-01-01 1208691994.822200
2003-04-01 1211217291.097940
2003-07-01 1312227773.882310
2003-10-01 1234315181.703020
2004-01-01 1265053259.678970
2004-04-01 1239339338.575220
2004-07-01 1231405676.098320
2004-10-01 1244609859.640410
2005-01-01 1232759150.390510
2005-04-01 1251323606.991740
2005-07-01 1276527689.176300
2005-10-01 1259457240.964130
2006-01-01 1288775516.101890
2006-04-01 1294086023.305100
2006-07-01 1275941703.202940
2006-10-01 1300200113.152690
2007-01-01 1315023865.149390
2007-04-01 1351938967.913310
2007-07-01 1329299506.959550
2007-10-01 1349030124.570580
2008-01-01 1350738320.953880
2008-04-01 1379093822.646700
2008-07-01 1412660463.939180
2008-10-01 1390282485.273760
2009-01-01 1313722776.905230
2009-04-01 1308124413.597760
2009-07-01 1298428105.493370
2009-10-01 1321263600.428390
2010-01-01 1250615943.769900
2010-04-01 1317797984.797470
2010-07-01 1331824186.583620
2010-10-01 1384836393.364070
2011-01-01 1314105708.258540
2011-04-01 1349594858.740210
2011-07-01 1413756376.759530
2011-10-01 1354150134.140870
2012-01-01 1414559529.374060
2012-04-01 1397841177.437310
2012-07-01 1411797104.738570
2012-10-01 1422941613.087920
2013-01-01 1452678398.107760
2013-04-01 1454068484.318040
2013-07-01 1458891970.051450
2013-10-01 1476184265.151460
2014-01-01 1493527773.238170
2014-04-01 1495650228.415810
2014-07-01 1513094788.927000
2014-10-01 1542973697.873250
2015-01-01 1549348843.206500
2015-04-01 1558725677.698180
2015-07-01 1583284700.249600
2015-10-01 1683125170.049680
2016-01-01 1597443300.478100
2016-04-01 1660705232.545730
2016-07-01 1722479001.696270
2016-10-01 1706590758.533220
2017-01-01 1732945197.022840
2017-04-01 1727086703.777620
2017-07-01 1732602870.836380
2017-10-01 1741613238.459860
2018-01-01 1773481432.205250
2018-04-01 1802931656.346520
2018-07-01 1788756244.382350
2018-10-01 1841356598.670150
2019-01-01 1887720901.683100
2019-04-01 1865418835.028830
2019-07-01 1871371594.621030
2019-10-01 1837984312.419720
2020-01-01 1890503434.631930
2020-04-01 1689613087.754550
2020-07-01 1820914362.660310
2020-10-01 1990277802.800610
2021-01-01 1824686760.359590
2021-04-01 1953940189.689260
2021-07-01 1998984997.221810
2021-10-01 2170617292.646580
2022-01-01 2012785768.715450
2022-04-01 2115350005.709300
2022-07-01 2229514721.957840
2022-10-01 2118482075.951410
2023-01-01 2161120478.374430
2023-04-01 2148597802.307190
2023-07-01 2185585194.725380
2023-10-01 2213679405.295360
2024-01-01 2004325156.839820
2024-04-01 1966087817.339480
2024-07-01 1970547718.866970
2024-10-01 1999736684.087530
2025-01-01 2071268796.670840
2025-04-01 2062680815.641630

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