Title: Average Weekly Wages for Employees in Total Covered Establishments in Flagstaff, AZ (MSA) Series ID: ENUC223840010SA 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 2022-04-01 Last Updated: 2022-12-06 11:18 AM 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 '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/ENUC223840010) 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 1990-01-01 332.18715238123200 1990-04-01 330.85161776970300 1990-07-01 338.63408628240900 1990-10-01 345.01641775164495 1991-01-01 343.89582492512494 1991-04-01 350.77456888337997 1991-07-01 354.68482751144100 1991-10-01 352.41283833454900 1992-01-01 364.00144165376900 1992-04-01 367.01633217648600 1992-07-01 358.07736996221700 1992-10-01 383.47792200421600 1993-01-01 360.66075450292703 1993-04-01 374.52383644490600 1993-07-01 364.18320488006896 1993-10-01 381.79133079874500 1994-01-01 378.01890869831703 1994-04-01 379.80266274777200 1994-07-01 394.26893764068200 1994-10-01 374.25061227440400 1995-01-01 395.46175795099100 1995-04-01 380.71564394156195 1995-07-01 398.56075363989600 1995-10-01 407.97102961750505 1996-01-01 417.38827127499200 1996-04-01 418.35548549669900 1996-07-01 413.77016947801300 1996-10-01 422.22258707216497 1997-01-01 429.17359002164200 1997-04-01 428.24529918213995 1997-07-01 433.06160720392000 1997-10-01 437.75726037434197 1998-01-01 441.43046369383700 1998-04-01 444.96351145582497 1998-07-01 457.55419039275100 1998-10-01 478.54743883358500 1999-01-01 455.48491816293404 1999-04-01 454.91293864458100 1999-07-01 470.32978506526400 1999-10-01 476.91788318002295 2000-01-01 464.58615469334603 2000-04-01 482.91297038598395 2000-07-01 474.83541386297200 2000-10-01 489.65744709758000 2001-01-01 494.62797158410700 2001-04-01 505.80478489031900 2001-07-01 502.07457710849405 2001-10-01 511.94603340518995 2002-01-01 515.17709973561800 2002-04-01 523.48825207326700 2002-07-01 522.61564179351310 2002-10-01 529.53818597919100 2003-01-01 542.30598317576300 2003-04-01 548.49268213863500 2003-07-01 542.79770960809700 2003-10-01 554.56151502482500 2004-01-01 544.80625829134910 2004-04-01 560.26274917975700 2004-07-01 559.64703643810700 2004-10-01 572.73729821318300 2005-01-01 566.77348836986300 2005-04-01 594.56346386969300 2005-07-01 609.78995965913800 2005-10-01 591.97763976019000 2006-01-01 614.41608983986500 2006-04-01 609.53759738353400 2006-07-01 622.47245994835410 2006-10-01 632.35479545396400 2007-01-01 676.06674867682190 2007-04-01 651.77817474930900 2007-07-01 661.57117744486300 2007-10-01 660.62836881529700 2008-01-01 674.54190744344100 2008-04-01 679.85126137030000 2008-07-01 680.76243398489790 2008-10-01 679.57205403048200 2009-01-01 689.75851213877400 2009-04-01 685.04791430200100 2009-07-01 687.84358610829190 2009-10-01 705.97186330990400 2010-01-01 681.12308825370900 2010-04-01 697.64191756254810 2010-07-01 708.47252782064500 2010-10-01 715.38347033038190 2011-01-01 700.51448047958800 2011-04-01 708.02362136103310 2011-07-01 739.19647843713300 2011-10-01 717.00876269355200 2012-01-01 729.25449022731200 2012-04-01 728.64914347862700 2012-07-01 717.57842205026300 2012-10-01 737.73730758667800 2013-01-01 743.41212416632400 2013-04-01 742.61531750840900 2013-07-01 741.05425204104710 2013-10-01 740.68730942354600 2014-01-01 754.29538105064300 2014-04-01 762.78245927061490 2014-07-01 757.83641053764700 2014-10-01 769.10761321522800 2015-01-01 773.98915361842190 2015-04-01 788.87609217338100 2015-07-01 774.54792386682400 2015-10-01 800.70152695569300 2016-01-01 773.63436967814610 2016-04-01 793.23214863523100 2016-07-01 805.98611947216000 2016-10-01 776.23727924727900 2017-01-01 834.76834251690200 2017-04-01 796.13382586210800 2017-07-01 816.82215877592000 2017-10-01 804.84009833606400 2018-01-01 841.74317900846500 2018-04-01 824.15711449096300 2018-07-01 827.25891433678100 2018-10-01 835.23855931789500 2019-01-01 847.23400305919010 2019-04-01 837.67099478374000 2019-07-01 848.04868539514210 2019-10-01 829.08429901407800 2020-01-01 891.43059574527210 2020-04-01 919.81489483023300 2020-07-01 917.39560390110310 2020-10-01 939.92197556422300 2021-01-01 901.96962069027300 2021-04-01 917.06160897860500 2021-07-01 930.57945828878900 2021-10-01 943.23523416514890 2022-01-01 939.72596385417010 2022-04-01 954.71685425285090