Title: Total Quarterly Wages in Valdosta, GA (MSA) Series ID: ENUC466630010SA 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 2023-07-01 Last Updated: 2024-03-06 11:21 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/ENUC466630010) 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 153825226.64558900 1990-04-01 154819120.04678798 1990-07-01 155574827.71019000 1990-10-01 153979151.90379400 1991-01-01 158080109.74864700 1991-04-01 158898642.34024298 1991-07-01 160556581.97345700 1991-10-01 161120774.03989300 1992-01-01 166208234.13913000 1992-04-01 169118660.22520500 1992-07-01 171861917.67665800 1992-10-01 182187057.07912800 1993-01-01 170325592.29978200 1993-04-01 177665870.26730600 1993-07-01 180558590.54051203 1993-10-01 186786888.35417600 1994-01-01 184948567.41930600 1994-04-01 191906808.48892400 1994-07-01 201546390.61250800 1994-10-01 200682261.81118300 1995-01-01 207336467.04081398 1995-04-01 209983707.95204900 1995-07-01 210009471.23306700 1995-10-01 218465040.02112100 1996-01-01 220679673.61083397 1996-04-01 226310484.76275298 1996-07-01 228851679.81257597 1996-10-01 231279840.37258902 1997-01-01 240589017.18657900 1997-04-01 239111250.56642300 1997-07-01 244444010.02695400 1997-10-01 246467756.02916800 1998-01-01 245345493.45697800 1998-04-01 257696873.32819100 1998-07-01 259609702.13605700 1998-10-01 263934251.21691100 1999-01-01 260051821.71276802 1999-04-01 268318827.88505400 1999-07-01 266043513.22986000 1999-10-01 274494894.13633400 2000-01-01 279235469.51859504 2000-04-01 276794973.62496300 2000-07-01 282172057.37576700 2000-10-01 283157091.31746400 2001-01-01 284039271.63592200 2001-04-01 279197166.89747000 2001-07-01 285047264.51037204 2001-10-01 286179154.52309100 2002-01-01 295829043.60619503 2002-04-01 300051019.18401300 2002-07-01 305367039.64165896 2002-10-01 304856240.73107200 2003-01-01 313192216.11965800 2003-04-01 315382370.30581700 2003-07-01 316025487.11807597 2003-10-01 317588068.28364400 2004-01-01 316513596.01886600 2004-04-01 321264588.03063500 2004-07-01 327084949.24382400 2004-10-01 335310800.31403100 2005-01-01 328536102.28866200 2005-04-01 343423688.87020800 2005-07-01 355045706.02095896 2005-10-01 348745190.73736500 2006-01-01 360973013.13699200 2006-04-01 365690968.72965800 2006-07-01 364202001.84101700 2006-10-01 371861461.10289000 2007-01-01 380959804.49529100 2007-04-01 386259494.50546200 2007-07-01 389159248.30348200 2007-10-01 394501053.81601400 2008-01-01 409699295.89156800 2008-04-01 400655085.92394400 2008-07-01 401130517.04868900 2008-10-01 401004035.22557500 2009-01-01 388806071.13328500 2009-04-01 389732176.18843900 2009-07-01 384979795.90484700 2009-10-01 394889169.16020900 2010-01-01 378800971.82741600 2010-04-01 391835905.61340000 2010-07-01 392476998.35600900 2010-10-01 393488517.04588900 2011-01-01 390646749.57866900 2011-04-01 400377752.73585700 2011-07-01 412707667.29040295 2011-10-01 395925660.80566600 2012-01-01 424153396.15850800 2012-04-01 410988160.96606000 2012-07-01 409708308.29786100 2012-10-01 408336633.47409904 2013-01-01 410273373.26638600 2013-04-01 410293095.73739100 2013-07-01 408729143.24300600 2013-10-01 412081699.71548903 2014-01-01 423306518.43610300 2014-04-01 422943474.08382500 2014-07-01 430533453.71772500 2014-10-01 435479485.14478904 2015-01-01 442729410.91320497 2015-04-01 441412158.56839600 2015-07-01 441781114.51015997 2015-10-01 454124606.26402900 2016-01-01 439227610.47714200 2016-04-01 450485902.56407500 2016-07-01 476469406.01175400 2016-10-01 464740702.15668300 2017-01-01 473294102.71958095 2017-04-01 484056554.14443797 2017-07-01 479454834.31336600 2017-10-01 493387449.92577600 2018-01-01 503898614.93209500 2018-04-01 511390266.12970400 2018-07-01 509925249.09225100 2018-10-01 503319282.13348300 2019-01-01 526178626.84530800 2019-04-01 525648338.23335000 2019-07-01 525076479.36277500 2019-10-01 530106705.32157004 2020-01-01 527654636.68005000 2020-04-01 505076837.96080995 2020-07-01 531188973.23675800 2020-10-01 546738408.46445500 2021-01-01 529829914.31924100 2021-04-01 565152731.83347600 2021-07-01 564021487.50595400 2021-10-01 581043110.60619200 2022-01-01 581512581.63574100 2022-04-01 612200759.15624100 2022-07-01 622367048.82237600 2022-10-01 583853522.77713200 2023-01-01 649063537.86324300 2023-04-01 621361963.53553700 2023-07-01 629538022.61416790