Title: Average Weekly Wages for Employees in Total Covered Establishments in Niles-Benton Harbor, MI (MSA) Series ID: ENUC356640010SA 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 2023-01-01 Last Updated: 2023-09-06 11:18 AM CDT 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 '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 (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/data/software/x13as.html). 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/ENUC356640010) 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 1990-01-01 408.76216234541494 1990-04-01 408.03316087082703 1990-07-01 411.27228055180296 1990-10-01 407.87793888278700 1991-01-01 413.67090541332703 1991-04-01 421.78512957080903 1991-07-01 421.49828657668100 1991-10-01 427.84010845698700 1992-01-01 439.94604627187600 1992-04-01 444.84657846086100 1992-07-01 448.69610552769797 1992-10-01 466.62971717439694 1993-01-01 454.66487312194000 1993-04-01 460.32712265682000 1993-07-01 495.29912630756104 1993-10-01 481.00123958770700 1994-01-01 475.25720720815000 1994-04-01 468.28805638231700 1994-07-01 481.20336215237500 1994-10-01 484.53312666055000 1995-01-01 490.90370225528704 1995-04-01 485.51229245849197 1995-07-01 481.93156660004700 1995-10-01 480.29877213628400 1996-01-01 484.96512443122700 1996-04-01 504.17605629730303 1996-07-01 492.69772578756800 1996-10-01 501.27522314237603 1997-01-01 514.46507240494790 1997-04-01 525.31644231971390 1997-07-01 520.18673462598510 1997-10-01 569.15625886155410 1998-01-01 535.27559929194800 1998-04-01 534.09226102707290 1998-07-01 534.24085540643100 1998-10-01 548.54482817475400 1999-01-01 546.30694307986200 1999-04-01 563.95042317659400 1999-07-01 592.37778637869700 1999-10-01 592.78918688776710 2000-01-01 601.44821987328400 2000-04-01 595.92974176294200 2000-07-01 594.63211063408200 2000-10-01 597.96924932521600 2001-01-01 595.68853750540800 2001-04-01 595.91992591663500 2001-07-01 603.68372925600100 2001-10-01 603.97355727289700 2002-01-01 643.62455204840000 2002-04-01 627.95143928560210 2002-07-01 621.73892038432600 2002-10-01 620.12467656967910 2003-01-01 635.58441994487500 2003-04-01 644.23631758059500 2003-07-01 641.59965490013700 2003-10-01 657.90944219787000 2004-01-01 655.08919718281610 2004-04-01 655.14317412199600 2004-07-01 673.82226626466210 2004-10-01 690.48827216911600 2005-01-01 652.61437650664100 2005-04-01 673.10932922836800 2005-07-01 687.89943466113990 2005-10-01 684.85178893905100 2006-01-01 717.28027699142310 2006-04-01 711.72188750954410 2006-07-01 708.48498176100690 2006-10-01 707.79655883803100 2007-01-01 744.65412110650400 2007-04-01 727.27668908603610 2007-07-01 724.18030878068100 2007-10-01 737.87126466434500 2008-01-01 775.70112029131300 2008-04-01 727.28531264185200 2008-07-01 735.37890963355490 2008-10-01 745.30849215486300 2009-01-01 711.35989573859210 2009-04-01 758.36140806056300 2009-07-01 755.15943591344190 2009-10-01 782.30762172276090 2010-01-01 699.18860926696000 2010-04-01 869.32575771749200 2010-07-01 776.21927133926100 2010-10-01 772.86483447104300 2011-01-01 752.09500342352700 2011-04-01 795.60915995880700 2011-07-01 805.03242117495100 2011-10-01 770.71635377470990 2012-01-01 799.84176926046010 2012-04-01 747.94241141599400 2012-07-01 783.28911937844190 2012-10-01 799.27517501610700 2013-01-01 829.18934786825700 2013-04-01 862.20256650206100 2013-07-01 820.85192440866900 2013-10-01 820.49130077327610 2014-01-01 828.50315189891800 2014-04-01 875.17571793921800 2014-07-01 838.86495862141690 2014-10-01 873.48801921568900 2015-01-01 939.68674287910800 2015-04-01 837.82451946868200 2015-07-01 867.63200532586800 2015-10-01 884.53558927311010 2016-01-01 844.76835776474590 2016-04-01 899.03242466343000 2016-07-01 921.88023967517700 2016-10-01 895.75822262802090 2017-01-01 884.15568227663300 2017-04-01 919.23006376682800 2017-07-01 907.31949196051110 2017-10-01 904.71292695313800 2018-01-01 948.59070408111800 2018-04-01 903.68900823074800 2018-07-01 908.47316354058000 2018-10-01 969.57943131018500 2019-01-01 949.25873242898300 2019-04-01 932.62391004683310 2019-07-01 968.22419687004100 2019-10-01 950.49879828523300 2020-01-01 999.78887254118500 2020-04-01 1007.60167402374010 2020-07-01 1048.46047803530000 2020-10-01 1073.99427471644000 2021-01-01 1055.42146408308000 2021-04-01 1052.52896232013000 2021-07-01 1050.44907844488010 2021-10-01 1088.83756987050000 2022-01-01 1189.49464398809000 2022-04-01 1071.84474649146000 2022-07-01 1119.40805240156990 2022-10-01 1066.05482870274000 2023-01-01 1047.71544932936000