Title: Average Hourly Earnings of All Employees: Total Private in Virginia Series ID: SMU51000000500000003SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Dollars per Hour Date Range: 2007-01-01 to 2019-10-01 Last Updated: 2019-11-19 1:15 PM CST Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). 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/SMU51000000500000003) 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 2007-01-01 22.392488121858698 2007-02-01 22.330656729370602 2007-03-01 22.163182175342500 2007-04-01 22.854216536285100 2007-05-01 22.500933790778898 2007-06-01 22.398739461037003 2007-07-01 22.696903741218400 2007-08-01 22.406786097733498 2007-09-01 22.534792220235300 2007-10-01 22.393665555027000 2007-11-01 22.439871197323900 2007-12-01 22.421593743433600 2008-01-01 22.225703029757200 2008-02-01 22.427369531797105 2008-03-01 22.416904773798900 2008-04-01 22.265639258553700 2008-05-01 22.263316386226396 2008-06-01 22.418023787840600 2008-07-01 22.349994003284998 2008-08-01 22.302870507161398 2008-09-01 22.356686177230600 2008-10-01 22.378155411928000 2008-11-01 22.255026979819900 2008-12-01 22.147505231551300 2009-01-01 22.090166840884105 2009-02-01 22.093359584822103 2009-03-01 22.325470797376198 2009-04-01 22.272670147959500 2009-05-01 22.338328168519602 2009-06-01 22.554144396092703 2009-07-01 22.577613366187200 2009-08-01 22.816667526060100 2009-09-01 22.660865369502396 2009-10-01 22.893948760330100 2009-11-01 23.209752025388800 2009-12-01 23.165615379663400 2010-01-01 23.387830717935200 2010-02-01 23.805014059556605 2010-03-01 23.303135371676700 2010-04-01 23.303363905264398 2010-05-01 23.756849578398200 2010-06-01 23.070869857289400 2010-07-01 23.225362589508600 2010-08-01 23.671053221764303 2010-09-01 23.606783882379197 2010-10-01 23.721222402660700 2010-11-01 23.656107034345500 2010-12-01 24.115207219522600 2011-01-01 24.242889816194896 2011-02-01 24.379481840029698 2011-03-01 24.236889006740700 2011-04-01 24.518370411790900 2011-05-01 24.651744836550797 2011-06-01 24.498956883246898 2011-07-01 24.671858885463100 2011-08-01 24.577233901185700 2011-09-01 24.719729654239900 2011-10-01 25.458476771580600 2011-11-01 25.061110431361400 2011-12-01 24.931741775875302 2012-01-01 24.908049661281700 2012-02-01 24.939535442472200 2012-03-01 24.883213072802600 2012-04-01 25.287911977628700 2012-05-01 24.971660079798397 2012-06-01 24.823887401364900 2012-07-01 25.203273728866800 2012-08-01 24.795173502841102 2012-09-01 25.066667789639602 2012-10-01 24.861426731739897 2012-11-01 24.731162475022998 2012-12-01 25.356809187982897 2013-01-01 24.861393937526103 2013-02-01 24.937710131196500 2013-03-01 25.072257395776000 2013-04-01 25.018837858996600 2013-05-01 25.166189309980300 2013-06-01 25.426861735974104 2013-07-01 25.152050592100395 2013-08-01 25.244384117887996 2013-09-01 25.462768809663400 2013-10-01 25.298295795388800 2013-11-01 25.290343854585600 2013-12-01 25.840052093453497 2014-01-01 25.552816173941000 2014-02-01 25.167130305949200 2014-03-01 25.401297281349603 2014-04-01 25.110360857643500 2014-05-01 25.179780284114102 2014-06-01 25.394122138343700 2014-07-01 25.191152353480803 2014-08-01 25.456368025112100 2014-09-01 25.224440008254200 2014-10-01 25.329921390829500 2014-11-01 25.623571249580003 2014-12-01 25.473586642052396 2015-01-01 25.516973859148997 2015-02-01 26.190065055068498 2015-03-01 26.038020241527100 2015-04-01 25.923773207685600 2015-05-01 26.101741059037103 2015-06-01 25.909558079857300 2015-07-01 25.947061276707000 2015-08-01 26.617041348190998 2015-09-01 26.233387002820802 2015-10-01 26.340704034029700 2015-11-01 26.573209857321400 2015-12-01 26.299160483377200 2016-01-01 26.376401439219100 2016-02-01 26.528708506363202 2016-03-01 26.562839509253200 2016-04-01 26.709462022350802 2016-05-01 27.344655908422297 2016-06-01 26.886749728136300 2016-07-01 27.141391652775003 2016-08-01 26.919937315596698 2016-09-01 27.025939143864303 2016-10-01 27.526230125254102 2016-11-01 27.188484632820703 2016-12-01 27.319359177677196 2017-01-01 27.741660283048000 2017-02-01 27.650971566832700 2017-03-01 27.462971085630397 2017-04-01 27.843740853630100 2017-05-01 27.559359685944900 2017-06-01 27.122475735458800 2017-07-01 27.580169151763503 2017-08-01 27.506769545674300 2017-09-01 27.379308202039297 2017-10-01 27.728734047992603 2017-11-01 27.501182412660800 2017-12-01 27.746168442022600 2018-01-01 27.916937678135298 2018-02-01 27.816867861895698 2018-03-01 27.943982656890600 2018-04-01 27.990829123425897 2018-05-01 28.025884577881698 2018-06-01 28.150987819971200 2018-07-01 28.501454587605600 2018-08-01 28.574775918269400 2018-09-01 28.914649048711702 2018-10-01 28.569439794418700 2018-11-01 28.815838520666100 2018-12-01 29.402122541142802 2019-01-01 28.753575939655200 2019-02-01 28.938139785974897 2019-03-01 29.115576543004800 2019-04-01 29.403713590377198 2019-05-01 29.567659678862500 2019-06-01 29.573938585277300 2019-07-01 29.311737069466897 2019-08-01 29.289648759449000 2019-09-01 29.535413172272897 2019-10-01 29.229243144860500