Title: Average Weekly Wages for Employees in Total Covered Establishments in Kalamazoo-Portage, MI (MSA) Series ID: ENUC280240010SA 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 per Week Date Range: 1990-01-01 to 2020-07-01 Last Updated: 2021-03-09 12:30 PM CST Notes: Average weekly 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 'statsmodel' 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 'statsmodel' X-13ARIMA-SEATS package can be found here (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/srd/www/x13as/). 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 (https://fred.stlouisfed.org/series/ENUC280240010) 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. DATE VALUE 1990-01-01 450.47536951046600 1990-04-01 455.35736191574097 1990-07-01 455.30619555655600 1990-10-01 457.48060194579597 1991-01-01 466.97160967665000 1991-04-01 462.17825207075000 1991-07-01 474.97194050446500 1991-10-01 471.90519906414397 1992-01-01 475.94531770655095 1992-04-01 481.19958603653800 1992-07-01 483.37805605734700 1992-10-01 511.26503532509400 1993-01-01 470.55590384993800 1993-04-01 496.55529475697900 1993-07-01 496.26842831769500 1993-10-01 516.76246984963800 1994-01-01 491.97200742830600 1994-04-01 505.10964326441200 1994-07-01 516.78506159046300 1994-10-01 512.54825044812210 1995-01-01 524.88384420855500 1995-04-01 523.70701982952800 1995-07-01 523.19919573549700 1995-10-01 528.39876899706000 1996-01-01 546.89449792479400 1996-04-01 561.46255804241210 1996-07-01 550.64485171347700 1996-10-01 548.33124272815600 1997-01-01 564.44884120181000 1997-04-01 553.50060053786600 1997-07-01 557.65603347479000 1997-10-01 575.91374782462610 1998-01-01 582.93165964806200 1998-04-01 590.39050320245010 1998-07-01 602.83275398174300 1998-10-01 601.39263999084000 1999-01-01 570.39226236443400 1999-04-01 590.62389969977900 1999-07-01 609.37107193619000 1999-10-01 620.46210619370000 2000-01-01 614.98866424271690 2000-04-01 613.87824756451110 2000-07-01 622.05532432266800 2000-10-01 602.43233258391200 2001-01-01 630.10841903854400 2001-04-01 632.82847255953500 2001-07-01 634.82462524858500 2001-10-01 634.77057340014000 2002-01-01 648.82001791810500 2002-04-01 649.78406600088000 2002-07-01 658.62346376988900 2002-10-01 661.18755881548200 2003-01-01 673.99784174708700 2003-04-01 675.42165569543900 2003-07-01 733.90323707011700 2003-10-01 687.29851895011510 2004-01-01 701.76517582864810 2004-04-01 690.40151516341600 2004-07-01 688.23274440091200 2004-10-01 696.27252149699100 2005-01-01 682.39083200982910 2005-04-01 689.59496948422700 2005-07-01 706.90775943229600 2005-10-01 692.34968922271390 2006-01-01 711.03384667660100 2006-04-01 715.45515701103100 2006-07-01 711.98219352765500 2006-10-01 712.96165980581900 2007-01-01 726.99868314839910 2007-04-01 745.86088220516800 2007-07-01 737.99649369754810 2007-10-01 741.51159666549800 2008-01-01 756.37718677124900 2008-04-01 773.02791257663300 2008-07-01 789.54135949100200 2008-10-01 782.95699581662100 2009-01-01 768.32111231368300 2009-04-01 767.71219926264890 2009-07-01 763.07617593340600 2009-10-01 781.73496396653590 2010-01-01 759.89877017863910 2010-04-01 786.34211660994000 2010-07-01 790.16311683328900 2010-10-01 820.36074766179800 2011-01-01 791.32379558607300 2011-04-01 807.97943409644800 2011-07-01 841.73760951148890 2011-10-01 804.01058864095900 2012-01-01 838.05822441307100 2012-04-01 823.42100627610500 2012-07-01 835.00737339138700 2012-10-01 836.66433814237390 2013-01-01 853.79137560152210 2013-04-01 852.35403603768200 2013-07-01 847.44799735420590 2013-10-01 855.13566802224700 2014-01-01 866.16095669562300 2014-04-01 859.94265894036400 2014-07-01 867.36742307775100 2014-10-01 877.73265153303200 2015-01-01 882.96314708682290 2015-04-01 884.18614503952300 2015-07-01 898.93245392641010 2015-10-01 946.29758745757910 2016-01-01 892.79102081397710 2016-04-01 924.73780535557800 2016-07-01 944.53462512037400 2016-10-01 940.70394083460800 2017-01-01 954.92204556429800 2017-04-01 950.27054431632900 2017-07-01 948.40745343312390 2017-10-01 958.20618978959000 2018-01-01 971.69043308641400 2018-04-01 981.19789799834390 2018-07-01 964.16891547555690 2018-10-01 1007.77102113199010 2019-01-01 1020.05859185606000 2019-04-01 998.50568303569590 2019-07-01 1001.48438177283990 2019-10-01 1005.22736030141990 2020-01-01 1011.83663965286980 2020-04-01 1061.54335436228000 2020-07-01 1068.58079205060000