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 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 733205733.348858
1990-04-01 746415896.522581
1990-07-01 745152074.550623
1990-10-01 736260637.072002
1991-01-01 766165158.591962
1991-04-01 754198690.887972
1991-07-01 780628246.714667
1991-10-01 775823247.477353
1992-01-01 788036777.804307
1992-04-01 800904266.578241
1992-07-01 814266972.948740
1992-10-01 849440530.373808
1993-01-01 807311128.359285
1993-04-01 851736170.018430
1993-07-01 853993823.542700
1993-10-01 894037321.309267
1994-01-01 852590099.619890
1994-04-01 880819745.907333
1994-07-01 907558119.113238
1994-10-01 897739113.938894
1995-01-01 948072686.190884
1995-04-01 941322765.676328
1995-07-01 947027001.923026
1995-10-01 954669698.362357
1996-01-01 992775621.996534
1996-04-01 1017755029.321540
1996-07-01 995885598.300771
1996-10-01 998910119.756814
1997-01-01 1022592014.092130
1997-04-01 1010837483.520250
1997-07-01 1016916194.636230
1997-10-01 1048235842.449960
1998-01-01 1059182699.109690
1998-04-01 1064016174.137680
1998-07-01 1068197347.544450
1998-10-01 1082211495.817680
1999-01-01 1018970588.729370
1999-04-01 1057314235.835290
1999-07-01 1101376116.382400
1999-10-01 1133392883.300310
2000-01-01 1116627328.880040
2000-04-01 1116001427.490010
2000-07-01 1125195905.980890
2000-10-01 1096656394.257380
2001-01-01 1148460232.563980
2001-04-01 1146289797.453990
2001-07-01 1132911193.233870
2001-10-01 1149834557.250570
2002-01-01 1177060580.864450
2002-04-01 1176020499.274960
2002-07-01 1186557445.017950
2002-10-01 1191802404.674470
2003-01-01 1208691959.815900
2003-04-01 1211217576.432560
2003-07-01 1312227677.916550
2003-10-01 1234314922.866550
2004-01-01 1265053215.580470
2004-04-01 1239340087.376420
2004-07-01 1231405244.384840
2004-10-01 1244609305.230520
2005-01-01 1232759274.595450
2005-04-01 1251325095.587340
2005-07-01 1276527067.261490
2005-10-01 1259455044.729550
2006-01-01 1288777210.115800
2006-04-01 1294088139.303580
2006-07-01 1275940648.832690
2006-10-01 1300196103.443120
2007-01-01 1315027421.248520
2007-04-01 1351941538.569400
2007-07-01 1329298122.184430
2007-10-01 1349024309.605010
2008-01-01 1350743731.785940
2008-04-01 1379096390.475030
2008-07-01 1412658673.509080
2008-10-01 1390276287.711990
2009-01-01 1313728324.560720
2009-04-01 1308126529.425880
2009-07-01 1298426806.020600
2009-10-01 1321257841.829630
2010-01-01 1250621121.637310
2010-04-01 1317799282.937970
2010-07-01 1331823198.317260
2010-10-01 1384832054.582120
2011-01-01 1314109522.360100
2011-04-01 1349595517.510710
2011-07-01 1413755845.383050
2011-10-01 1354147751.724300
2012-01-01 1414561682.057140
2012-04-01 1397841376.093770
2012-07-01 1411796816.690550
2012-10-01 1422941081.985740
2013-01-01 1452678706.216080
2013-04-01 1454068574.654070
2013-07-01 1458891973.739260
2013-10-01 1476184278.278220
2014-01-01 1493527784.993860
2014-04-01 1495649991.111630
2014-07-01 1513094618.311470
2014-10-01 1542974568.360850
2015-01-01 1549348869.103660
2015-04-01 1558723886.245100
2015-07-01 1583284231.420830
2015-10-01 1683129914.353990
2016-01-01 1597444402.388180
2016-04-01 1660693966.295430
2016-07-01 1722478015.607540
2016-10-01 1706607952.150900
2017-01-01 1732956417.623620
2017-04-01 1727041095.460110
2017-07-01 1732593136.626280
2017-10-01 1741680505.674460
2018-01-01 1773492978.198730
2018-04-01 1802847173.049820
2018-07-01 1788663995.301570
2018-10-01 1841599048.948040
2019-01-01 1887663406.972940
2019-04-01 1865321805.237470
2019-07-01 1871141707.249080
2019-10-01 1838432673.012190
2020-01-01 1890380270.463610
2020-04-01 1689509036.885050
2020-07-01 1820533062.766160
2020-10-01 1990973086.797840
2021-01-01 1824611667.968140
2021-04-01 1953728475.257220
2021-07-01 1998296240.021690
2021-10-01 2171682738.731670
2022-01-01 2012776217.847480
2022-04-01 2115310085.022340
2022-07-01 2227609214.063340
2022-10-01 2120455011.509360
2023-01-01 2160776438.614960
2023-04-01 2148519447.404950
2023-07-01 2184253808.728590
2023-10-01 2215396955.516170
2024-01-01 2003623705.854050
2024-04-01 1966012797.946290
2024-07-01 1970717664.986630
2024-10-01 2000406215.170610
2025-01-01 2076949558.571470
2025-04-01 2062495179.427420
2025-07-01 2089809343.062710
2025-10-01 2113709123.758610
2026-01-01 2105329845.941260

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