Title: Total Quarterly Wages in Fargo, ND-MN (MSA) Series ID: ENUC220230010SA 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/ENUC220230010) 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 341580467.37450500 1990-04-01 345143351.47870600 1990-07-01 348561029.24606204 1990-10-01 353325012.41177500 1991-01-01 359535492.34747404 1991-04-01 366329386.19032097 1991-07-01 370440224.36043800 1991-10-01 371519858.89607596 1992-01-01 390653046.23934200 1992-04-01 392351436.83210400 1992-07-01 395229791.58940697 1992-10-01 405938112.51087403 1993-01-01 399908623.15961300 1993-04-01 406634160.06572500 1993-07-01 421792607.18948300 1993-10-01 430392006.09696500 1994-01-01 425922877.34508600 1994-04-01 440001615.20833090 1994-07-01 449236950.67080800 1994-10-01 456287216.35180600 1995-01-01 469565726.56077200 1995-04-01 473388506.92760000 1995-07-01 470774714.96500900 1995-10-01 477857600.28700197 1996-01-01 492828160.12586504 1996-04-01 503993335.37927693 1996-07-01 516378707.76736600 1996-10-01 517613275.03845400 1997-01-01 525685963.68002400 1997-04-01 539078496.65778300 1997-07-01 551048684.22838700 1997-10-01 569087584.56241110 1998-01-01 573917902.85884700 1998-04-01 587184924.18545900 1998-07-01 596339246.70418800 1998-10-01 617833537.78108610 1999-01-01 598824217.67719800 1999-04-01 622589188.65346800 1999-07-01 632632927.95056100 1999-10-01 657369434.86551900 2000-01-01 659776995.03574200 2000-04-01 661640018.28233800 2000-07-01 671604160.92419410 2000-10-01 673163437.38891200 2001-01-01 690982372.05499700 2001-04-01 695783772.17699900 2001-07-01 698207158.90168390 2001-10-01 698478414.47317100 2002-01-01 716270760.45033100 2002-04-01 722028582.98463000 2002-07-01 731118464.82169810 2002-10-01 744235986.13671400 2003-01-01 749900572.71616300 2003-04-01 760375714.50588000 2003-07-01 776937342.55448400 2003-10-01 779296105.18817500 2004-01-01 797792403.32530000 2004-04-01 815252823.69170600 2004-07-01 830832282.77511110 2004-10-01 877513922.86863300 2005-01-01 825719078.64342900 2005-04-01 870295889.92148900 2005-07-01 905591232.30171700 2005-10-01 895517990.58469490 2006-01-01 914889464.07691100 2006-04-01 930636126.96043110 2006-07-01 930111523.86419300 2006-10-01 961964458.73201190 2007-01-01 979734954.89190900 2007-04-01 999703267.59319290 2007-07-01 1013313624.30115000 2007-10-01 1042440294.57188010 2008-01-01 1071204138.66564000 2008-04-01 1076125600.33159000 2008-07-01 1091859556.68460000 2008-10-01 1086565665.56926000 2009-01-01 1079550960.72510000 2009-04-01 1083506403.72235000 2009-07-01 1090542042.62508000 2009-10-01 1098627305.61427000 2010-01-01 1071619301.46470000 2010-04-01 1127216906.24874000 2010-07-01 1127436070.92184000 2010-10-01 1160707925.71593000 2011-01-01 1162761344.29438020 2011-04-01 1200780354.66015000 2011-07-01 1253307967.61567000 2011-10-01 1210176818.44027000 2012-01-01 1293404417.64595000 2012-04-01 1290400983.33727000 2012-07-01 1305321600.03191000 2012-10-01 1332790355.18242000 2013-01-01 1347302368.21915000 2013-04-01 1360424467.26388000 2013-07-01 1382202333.96303000 2013-10-01 1395234405.64270000 2014-01-01 1432461938.49333000 2014-04-01 1450170108.41624000 2014-07-01 1498178992.99017000 2014-10-01 1512963934.20353000 2015-01-01 1534856493.92787000 2015-04-01 1530897699.78375000 2015-07-01 1539172710.64776000 2015-10-01 1610639995.48921000 2016-01-01 1512816204.34365000 2016-04-01 1570946350.79833000 2016-07-01 1635891492.30057000 2016-10-01 1595229746.85918000 2017-01-01 1618895973.90908000 2017-04-01 1638026994.47334000 2017-07-01 1626517606.65766000 2017-10-01 1640537923.01808000 2018-01-01 1681426640.25254000 2018-04-01 1691557107.16477000 2018-07-01 1688509846.35059000 2018-10-01 1712585882.75289000 2019-01-01 1740507166.59924000 2019-04-01 1801480286.78611020 2019-07-01 1781558138.13377000 2019-10-01 1781888010.92133000 2020-01-01 1837440958.40121980 2020-04-01 1770364231.55172000 2020-07-01 1820749932.90088990 2020-10-01 1906962018.62237000 2021-01-01 1882339440.34428000 2021-04-01 1983983483.34976980 2021-07-01 1994496296.73198990 2021-10-01 2071586005.51938990 2022-01-01 2072952784.44765000 2022-04-01 2153082078.64672000 2022-07-01 2239660452.59017000