Title: Total Quarterly Wages in Grand Rapids-Wyoming, MI (MSA) Series ID: ENUC243430010SA 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 2022-07-01 Last Updated: 2023-03-08 11:19 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 val 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/ENUC243430010) 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 1892717481.1224500 1990-04-01 1765103877.7000000 1990-07-01 1793698444.6888301 1990-10-01 1755215558.0782200 1991-01-01 1793640619.3610198 1991-04-01 1845461937.4040700 1991-07-01 1808172504.4640102 1991-10-01 1802465296.9716900 1992-01-01 1849476598.8229000 1992-04-01 1885424871.1996398 1992-07-01 1909055724.6813200 1992-10-01 1994825611.2228398 1993-01-01 1898825817.1212000 1993-04-01 1998969409.0955398 1993-07-01 2052418391.7800102 1993-10-01 2125509444.0943198 1994-01-01 2092054199.0137800 1994-04-01 2171943821.8449802 1994-07-01 2323271717.4969397 1994-10-01 2259557598.1976300 1995-01-01 2361837449.2130500 1995-04-01 2377673159.5179896 1995-07-01 2392134740.1476000 1995-10-01 2415082564.5712900 1996-01-01 2485570955.0174700 1996-04-01 2493104079.3432198 1996-07-01 2535466759.0668697 1996-10-01 2592071252.4166303 1997-01-01 2637736312.8765900 1997-04-01 2697168426.3463697 1997-07-01 2735245132.6588500 1997-10-01 2822837260.8796000 1998-01-01 2821467459.6671100 1998-04-01 2875143105.9484700 1998-07-01 2896443613.0852000 1998-10-01 2998968450.2809600 1999-01-01 2878044272.8189697 1999-04-01 3087752733.4546800 1999-07-01 3066774932.7105900 1999-10-01 3159247236.2257800 2000-01-01 3279429036.3935900 2000-04-01 3213729821.0667800 2000-07-01 3245464633.1596400 2000-10-01 3221256435.7129602 2001-01-01 3251176846.2388200 2001-04-01 3213389734.6558500 2001-07-01 3222644299.1853400 2001-10-01 3180114405.2609500 2002-01-01 3197058423.6354900 2002-04-01 3245925585.5190100 2002-07-01 3243221613.4768100 2002-10-01 3254375635.6982603 2003-01-01 3256081883.5559397 2003-04-01 3272112289.7995896 2003-07-01 3284967379.2275100 2003-10-01 3329941711.7039900 2004-01-01 3284550462.9236803 2004-04-01 3323173135.8613700 2004-07-01 3413697292.6012800 2004-10-01 3516429263.6483900 2005-01-01 3351529507.0982900 2005-04-01 3513691144.1780700 2005-07-01 3590428811.2090898 2005-10-01 3547317373.3206500 2006-01-01 3587470641.7309604 2006-04-01 3610276777.1738100 2006-07-01 3598237688.8550400 2006-10-01 3615830887.6170297 2007-01-01 3696757737.7915797 2007-04-01 3683861277.8546900 2007-07-01 3629968948.0292600 2007-10-01 3651052770.8387000 2008-01-01 3736908990.9549300 2008-04-01 3730283507.2596000 2008-07-01 3666236736.6362400 2008-10-01 3602063940.6281705 2009-01-01 3475729592.3588500 2009-04-01 3432868741.3754600 2009-07-01 3414273344.5260000 2009-10-01 3505741237.1470604 2010-01-01 3375136508.0561200 2010-04-01 3492100057.9437600 2010-07-01 3569797741.4149500 2010-10-01 3626599857.6529900 2011-01-01 3587358050.0909400 2011-04-01 3680838241.5341200 2011-07-01 3845611336.5354295 2011-10-01 3724061489.1741796 2012-01-01 4003993544.5961000 2012-04-01 3941743153.3649500 2012-07-01 3922060845.3847604 2012-10-01 3989983999.7679700 2013-01-01 5043202493.1030210 2013-04-01 5108116472.4565200 2013-07-01 5180344945.1629300 2013-10-01 5234888801.8307500 2014-01-01 5375526385.8350600 2014-04-01 5439537095.6090710 2014-07-01 5533134110.6609300 2014-10-01 5656003843.1033500 2015-01-01 5651958171.7330600 2015-04-01 5746554241.9086000 2015-07-01 5898671643.3875500 2015-10-01 6156679028.1733210 2016-01-01 5879811496.6049600 2016-04-01 6129739450.2137300 2016-07-01 6372538881.9452710 2016-10-01 6268541144.8686500 2017-01-01 6412976118.7658500 2017-04-01 6426809160.4192295 2017-07-01 6383517939.5500790 2017-10-01 6510754759.9429100 2018-01-01 6710186811.5954000 2018-04-01 6726255134.5039700 2018-07-01 6729158967.0429600 2018-10-01 6768030635.4915000 2019-01-01 6896581990.3835710 2019-04-01 7008760417.2586900 2019-07-01 7045276225.1538200 2019-10-01 7058076984.8592500 2020-01-01 7180431071.7209300 2020-04-01 6371830654.4384200 2020-07-01 6870227158.3280790 2020-10-01 7464077097.4466095 2021-01-01 6961863786.1758200 2021-04-01 7462252350.3367300 2021-07-01 7621820102.1637400 2021-10-01 7931104764.3624500 2022-01-01 7900170001.7413210 2022-04-01 8116717567.9769590 2022-07-01 8524934410.8511300