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: Average Hourly Earnings of All Employees: Private Service Providing in Arkansas (DISCONTINUED) Series ID: SMU05000000800000003SA 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 2022-03-01 Last Updated: 2022-04-16 5:17 AM CDT Notes: This series is discontinued and will no longer be updated. The Federal Reserve Bank of St. Louis previously calculated this seasonally adjusted (SA) series based on the not seasonally adjusted (NSA) version available here (https://fred.stlouisfed.org/series/SMU05000000800000003). However, most of the earnings-related series do not have a significant seasonal component, so the values for both the SA and the NSA series are very similar. See the NSA series (https://fred.stlouisfed.org/series/SMU05000000800000003) for updated values. The Federal Reserve Bank of St. Louis previously used to seasonally adjust 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. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here (https://fred.stlouisfed.org/series/SMU05000000800000003). 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 15.689476752256400 2007-02-01 15.853924023978902 2007-03-01 15.873517903410802 2007-04-01 16.234932523095600 2007-05-01 15.897994475202500 2007-06-01 15.743864823573999 2007-07-01 16.473887579592100 2007-08-01 16.356346443233900 2007-09-01 16.428754595564200 2007-10-01 16.515432206199400 2007-11-01 16.247688970305900 2007-12-01 16.809496420429500 2008-01-01 16.644018666630600 2008-02-01 16.734433752895402 2008-03-01 17.111396478536697 2008-04-01 16.991478541121598 2008-05-01 17.074115372576100 2008-06-01 17.302623229650100 2008-07-01 17.347048630013500 2008-08-01 17.260232918796998 2008-09-01 17.448455940996300 2008-10-01 17.423275575512200 2008-11-01 17.486485158412800 2008-12-01 17.433761137400100 2009-01-01 17.706046052029397 2009-02-01 17.754395344329698 2009-03-01 18.001498104943103 2009-04-01 18.178566898765300 2009-05-01 18.340793099643500 2009-06-01 18.179709981076897 2009-07-01 18.064533148817800 2009-08-01 18.309553536431600 2009-09-01 18.296117204240300 2009-10-01 18.477827292895500 2009-11-01 18.539204624491802 2009-12-01 18.565797648670898 2010-01-01 18.499871335012300 2010-02-01 18.454654304436602 2010-03-01 18.220842819251700 2010-04-01 18.259572322477200 2010-05-01 18.292876500145802 2010-06-01 18.291502270801303 2010-07-01 18.392211631393200 2010-08-01 18.478623452003102 2010-09-01 18.216112307987100 2010-10-01 18.238433188846102 2010-11-01 18.328263258243100 2010-12-01 18.315395150674600 2011-01-01 18.488292419884502 2011-02-01 18.532260670169800 2011-03-01 18.392023927044700 2011-04-01 18.300619234608800 2011-05-01 18.520155531195100 2011-06-01 18.355586715457600 2011-07-01 18.287557439811200 2011-08-01 18.287758166836397 2011-09-01 18.437820667738000 2011-10-01 18.656163960796600 2011-11-01 18.322151959606900 2011-12-01 18.471732708881603 2012-01-01 18.754039081435900 2012-02-01 18.661824706773103 2012-03-01 18.687957848377200 2012-04-01 17.931808582778498 2012-05-01 17.841114247352603 2012-06-01 17.867783410087302 2012-07-01 18.440308070628898 2012-08-01 18.396835786877700 2012-09-01 18.756299459509900 2012-10-01 19.015022297689303 2012-11-01 19.116534538491102 2012-12-01 19.444788720211600 2013-01-01 19.030696565932900 2013-02-01 19.103904684276603 2013-03-01 19.127317204626397 2013-04-01 19.272488260741998 2013-05-01 19.206569115074000 2013-06-01 19.359070315025000 2013-07-01 19.341360250113198 2013-08-01 19.471906176584000 2013-09-01 19.607414638999900 2013-10-01 19.433345696571700 2013-11-01 19.415883580425600 2013-12-01 19.992372073473803 2014-01-01 19.471590497842897 2014-02-01 19.667167520048600 2014-03-01 19.819298960077300 2014-04-01 19.599978892608600 2014-05-01 19.619930809045300 2014-06-01 19.881657950490100 2014-07-01 19.471482847668604 2014-08-01 19.468402200652600 2014-09-01 19.403873662932000 2014-10-01 19.348212308541600 2014-11-01 19.437355889961600 2014-12-01 19.326734611121200 2015-01-01 19.184833466639102 2015-02-01 19.216703862285800 2015-03-01 19.349582010125800 2015-04-01 19.125457988880600 2015-05-01 19.295583120680600 2015-06-01 19.240288871884100 2015-07-01 19.181084309692100 2015-08-01 19.491440648805700 2015-09-01 19.218336586049197 2015-10-01 19.306452331334697 2015-11-01 19.491374190870700 2015-12-01 19.520028182519500 2016-01-01 19.855968980733400 2016-02-01 19.721088575910898 2016-03-01 19.796820752332500 2016-04-01 19.925846005863200 2016-05-01 20.106140844715900 2016-06-01 20.131632190433000 2016-07-01 20.275407496132697 2016-08-01 20.240471844812802 2016-09-01 20.062099441261500 2016-10-01 20.410651278884497 2016-11-01 20.174212352276600 2016-12-01 20.139714431788303 2017-01-01 20.138203119213397 2017-02-01 20.121337456445197 2017-03-01 20.228868167359604 2017-04-01 20.471678948915800 2017-05-01 20.368764197990600 2017-06-01 20.475491856811896 2017-07-01 20.593352857954000 2017-08-01 20.614304378657700 2017-09-01 20.822153608369500 2017-10-01 20.823000740112697 2017-11-01 20.719692404086000 2017-12-01 20.850524039584200 2018-01-01 20.946741974930300 2018-02-01 20.752481325976600 2018-03-01 20.796843760365103 2018-04-01 20.881225699034000 2018-05-01 20.762651014871200 2018-06-01 20.783550491411700 2018-07-01 21.049754914798300 2018-08-01 20.962841688023300 2018-09-01 21.182868004338697 2018-10-01 20.977980206911000 2018-11-01 21.261519462789302 2018-12-01 21.638439329152700 2019-01-01 21.460853178789900 2019-02-01 21.757868177573500 2019-03-01 21.673033712801200 2019-04-01 21.693639563414802 2019-05-01 21.939615707597000 2019-06-01 22.153686427143000 2019-07-01 22.055398627544800 2019-08-01 22.281459682892198 2019-09-01 22.385931598274002 2019-10-01 22.451622659972100 2019-11-01 22.670677774387002 2019-12-01 22.781949916149603 2020-01-01 22.847918225767700 2020-02-01 23.181787647989804 2020-03-01 23.186844678463100 2020-04-01 23.736909853703200 2020-05-01 23.351665550731397 2020-06-01 23.269003119473800 2020-07-01 23.171221491824003 2020-08-01 23.308761438732600 2020-09-01 23.147136622916000 2020-10-01 23.317345642860698 2020-11-01 23.295820810909800 2020-12-01 23.160237823968200 2021-01-01 23.491194953002000 2021-02-01 23.962504076036700 2021-03-01 23.616103201409302 2021-04-01 23.643069250509700 2021-05-01 23.668042053026400 2021-06-01 23.707260268240000 2021-07-01 23.946326596463600 2021-08-01 24.477062273498603 2021-09-01 24.285987895594800 2021-10-01 24.374964120967000 2021-11-01 24.685754499870700 2021-12-01 24.448033346476100 2022-01-01 25.453845739421300 2022-02-01 25.435634642146898 2022-03-01 25.495946864457500