NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: Total Quarterly Wages in Denver-Aurora-Lakewood, CO (MSA) Series ID: ENUC197430010SA 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 2023-10-01 Last Updated: 2024-06-05 11:20 AM CDT 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/ENUC197430010) 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 5211749633.5459200 1990-04-01 5232944992.6894800 1990-07-01 5335540941.3311205 1990-10-01 5531475252.4557600 1991-01-01 5525038403.0044500 1991-04-01 5646552341.7723000 1991-07-01 5656972610.8912400 1991-10-01 5595160846.8055500 1992-01-01 5900585991.1072600 1992-04-01 5947616842.7744700 1992-07-01 6030199283.8272100 1992-10-01 6226214851.1909100 1993-01-01 6184372967.7254900 1993-04-01 6401478681.2485800 1993-07-01 6527981888.5842000 1993-10-01 6757830401.4781000 1994-01-01 6559204562.5451300 1994-04-01 6768623963.2196800 1994-07-01 7006855304.7567210 1994-10-01 6886521436.2166700 1995-01-01 7235021978.2700300 1995-04-01 7254897555.9818910 1995-07-01 7374620219.7731700 1995-10-01 7425209752.0390900 1996-01-01 7758214224.9836600 1996-04-01 7863838590.6334710 1996-07-01 7974540366.8353405 1996-10-01 8172721098.7894790 1997-01-01 8421747677.8774700 1997-04-01 8554596388.9058590 1997-07-01 8889425297.4319400 1997-10-01 9123782898.7966290 1998-01-01 9300282682.5129900 1998-04-01 9627071787.0242300 1998-07-01 9866220380.5449600 1998-10-01 10168869179.0292000 1999-01-01 10229132854.7086000 1999-04-01 10639531375.4249000 1999-07-01 10810957533.0044000 1999-10-01 11531588403.6368000 2000-01-01 11688684180.0506000 2000-04-01 12077780437.3718000 2000-07-01 12538662689.7577000 2000-10-01 12363857929.4119000 2001-01-01 12925740215.2121000 2001-04-01 12590162696.2719000 2001-07-01 12303270591.1251000 2001-10-01 12067744924.8220000 2002-01-01 12308533146.6718000 2002-04-01 12278295384.8746000 2002-07-01 12179454818.2615000 2002-10-01 12323969860.3817000 2003-01-01 12143592412.9324000 2003-04-01 12296202732.4554000 2003-07-01 12567648653.3319000 2003-10-01 12343564809.9808000 2004-01-01 12490348477.6341000 2004-04-01 12753226638.3879000 2004-07-01 12755229906.8165000 2004-10-01 13390708091.5827000 2005-01-01 12982145093.2370000 2005-04-01 13480140819.6398000 2005-07-01 13961224915.2600000 2005-10-01 13625104910.8895000 2006-01-01 14540002685.4811000 2006-04-01 14230915123.2803000 2006-07-01 14534964879.0718000 2006-10-01 14582242831.6035000 2007-01-01 15175787206.6901000 2007-04-01 15271130415.4150000 2007-07-01 15217675148.0290000 2007-10-01 15792081596.4361000 2008-01-01 16009957389.4174000 2008-04-01 15980691198.1124000 2008-07-01 15988095216.0819000 2008-10-01 15422805103.4046000 2009-01-01 15354165834.3654000 2009-04-01 15123242596.6861000 2009-07-01 15227609238.3758000 2009-10-01 15416158655.7045000 2010-01-01 15034106445.8474000 2010-04-01 15373610774.2968000 2010-07-01 15578837943.9989000 2010-10-01 16131898848.0608000 2011-01-01 15947113976.6939000 2011-04-01 16267591422.4617000 2011-07-01 16897671415.1543000 2011-10-01 15871410748.0900000 2012-01-01 17110852342.2436000 2012-04-01 16919626555.1487000 2012-07-01 17150010062.6587000 2012-10-01 17852867314.4916000 2013-01-01 17693012911.5663000 2013-04-01 17905197328.9843000 2013-07-01 18093856141.7601000 2013-10-01 18083808462.0860000 2014-01-01 19066755979.1039000 2014-04-01 19103836140.3212000 2014-07-01 19434950388.7285000 2014-10-01 19767361162.3148000 2015-01-01 20232046168.7009000 2015-04-01 20488628881.6226000 2015-07-01 20635616161.7309000 2015-10-01 21173821661.6798000 2016-01-01 20514981908.9529000 2016-04-01 21263020970.4597000 2016-07-01 22456302497.7844000 2016-10-01 21468576059.1695000 2017-01-01 22397940201.7070000 2017-04-01 22813834114.4252000 2017-07-01 22875540441.3278000 2017-10-01 23099360343.2075000 2018-01-01 23758596466.2528000 2018-04-01 24053350464.4076000 2018-07-01 24343322499.8724000 2018-10-01 24405271656.4351000 2019-01-01 25422203686.2121000 2019-04-01 25844931522.4061000 2019-07-01 26202967922.6149000 2019-10-01 26051505611.4201000 2020-01-01 27222036613.5043000 2020-04-01 25350026959.2254000 2020-07-01 26206791710.3505000 2020-10-01 27583966538.2927000 2021-01-01 27193951443.6855000 2021-04-01 29153703175.3147000 2021-07-01 29504311800.3882000 2021-10-01 31695345850.5078000 2022-01-01 31304469046.4166000 2022-04-01 32302648575.9709000 2022-07-01 33658741523.0394000 2022-10-01 32435358182.8566000 2023-01-01 34238182915.2116000 2023-04-01 34352007932.4290000 2023-07-01 33831268449.3190000 2023-10-01 34109945503.1202000