Title: Average Hourly Earnings of All Employees: Professional and Business Services in Washington (DISCONTINUED) Series ID: SMU53000006000000003SA 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 4:12 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/SMU53000006000000003). 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/SMU53000006000000003) 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/SMU53000006000000003). 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 28.509565835748802 2007-02-01 27.789265318153500 2007-03-01 27.175001572461300 2007-04-01 28.028804511759400 2007-05-01 27.781443389002300 2007-06-01 27.878246146048300 2007-07-01 28.471520823024200 2007-08-01 28.206361932095700 2007-09-01 28.629669275859500 2007-10-01 29.522026598213100 2007-11-01 28.770485050839100 2007-12-01 28.644523688140303 2008-01-01 28.859524393914300 2008-02-01 29.285882797818400 2008-03-01 29.397814664251500 2008-04-01 29.169735957641800 2008-05-01 29.221202871052604 2008-06-01 29.332440150032202 2008-07-01 29.244629223529202 2008-08-01 29.447141552994500 2008-09-01 29.395543272606897 2008-10-01 29.313636919684300 2008-11-01 29.772780442340103 2008-12-01 29.822234665046200 2009-01-01 29.532304555593400 2009-02-01 30.198282826977500 2009-03-01 30.717135414729500 2009-04-01 30.488903870694298 2009-05-01 30.640387448393604 2009-06-01 30.102054919486400 2009-07-01 30.493706084348002 2009-08-01 31.390264472965303 2009-09-01 30.820949040148697 2009-10-01 30.570456296142396 2009-11-01 30.666071156756100 2009-12-01 30.692299252628400 2010-01-01 30.772275070263200 2010-02-01 30.503706182641803 2010-03-01 30.559301143069000 2010-04-01 30.786643221476602 2010-05-01 31.190208056662303 2010-06-01 31.567307276947798 2010-07-01 31.499140386574800 2010-08-01 32.074912310694300 2010-09-01 31.900857354080500 2010-10-01 32.472731035758300 2010-11-01 32.211572589658296 2010-12-01 32.843601989950400 2011-01-01 32.683497254409000 2011-02-01 32.894499339743100 2011-03-01 32.723028365972900 2011-04-01 32.821290456608700 2011-05-01 32.988109506473400 2011-06-01 32.875265180554900 2011-07-01 33.199481067838700 2011-08-01 32.892739102833100 2011-09-01 33.042657272165700 2011-10-01 33.622781499255800 2011-11-01 33.145474983539200 2011-12-01 32.985410241867600 2012-01-01 33.202921438866000 2012-02-01 32.617347761260900 2012-03-01 32.664499917598100 2012-04-01 32.884518958011896 2012-05-01 32.283049555920200 2012-06-01 32.453498628740000 2012-07-01 32.989922614157700 2012-08-01 32.394078481683394 2012-09-01 32.491516676554106 2012-10-01 32.246453120871200 2012-11-01 32.248514337312900 2012-12-01 32.200190720528200 2013-01-01 31.990862173020200 2013-02-01 32.368508154165800 2013-03-01 32.432843268604600 2013-04-01 32.451479645191100 2013-05-01 32.352123754203000 2013-06-01 32.890755196303800 2013-07-01 32.159030738503000 2013-08-01 32.239327128736000 2013-09-01 32.512727974655900 2013-10-01 32.570022576665394 2013-11-01 32.524068165523200 2013-12-01 32.542111755523500 2014-01-01 32.485236988588200 2014-02-01 32.494777724585200 2014-03-01 32.515075049530500 2014-04-01 32.457918326198204 2014-05-01 32.490262576062200 2014-06-01 32.791186171925695 2014-07-01 32.852885272337200 2014-08-01 32.885297998272200 2014-09-01 32.783390974740600 2014-10-01 32.848542534098100 2014-11-01 33.216885722302800 2014-12-01 32.967712502282100 2015-01-01 33.329522965583300 2015-02-01 33.450716274335400 2015-03-01 33.435540585645796 2015-04-01 33.216594717044300 2015-05-01 33.502607875768900 2015-06-01 33.301128442200400 2015-07-01 33.143052759942300 2015-08-01 33.425118715382200 2015-09-01 33.030831221894495 2015-10-01 33.171365293230800 2015-11-01 33.582069917455500 2015-12-01 33.541934954310300 2016-01-01 33.497202676084800 2016-02-01 33.512130665984394 2016-03-01 33.714269804808500 2016-04-01 33.404463950511200 2016-05-01 33.909009761871100 2016-06-01 33.805196704772804 2016-07-01 33.745315491100700 2016-08-01 33.792365844193300 2016-09-01 34.030998969431700 2016-10-01 34.565956417577894 2016-11-01 34.010437429151800 2016-12-01 34.069275220253600 2017-01-01 35.126633197084800 2017-02-01 34.646658022434700 2017-03-01 34.607185175105500 2017-04-01 35.193582352136500 2017-05-01 34.993087254615800 2017-06-01 35.126123803258200 2017-07-01 35.627763141078300 2017-08-01 35.527965954078205 2017-09-01 35.439183073305700 2017-10-01 36.025749088170900 2017-11-01 35.635331505633600 2017-12-01 35.738214676702300 2018-01-01 36.069849139152296 2018-02-01 36.151842074702000 2018-03-01 36.473428285287500 2018-04-01 36.738808479552105 2018-05-01 36.653269209063204 2018-06-01 37.108437697418790 2018-07-01 37.454082385690200 2018-08-01 37.365412975000700 2018-09-01 37.991220228996100 2018-10-01 37.333341398172400 2018-11-01 37.865106771471600 2018-12-01 38.383032715025294 2019-01-01 38.283840737146000 2019-02-01 38.903820170945600 2019-03-01 38.915209920190000 2019-04-01 38.768713887414500 2019-05-01 39.178623658794606 2019-06-01 39.934337816922000 2019-07-01 39.057250137396800 2019-08-01 39.132878048456200 2019-09-01 39.397955168987900 2019-10-01 38.992468215657500 2019-11-01 39.190592695498790 2019-12-01 39.476360115346500 2020-01-01 39.350947471458200 2020-02-01 39.347120099614294 2020-03-01 39.292492987403900 2020-04-01 39.811098156782500 2020-05-01 40.173647563689100 2020-06-01 39.565013140143500 2020-07-01 39.002322624878204 2020-08-01 40.197770309396500 2020-09-01 39.579386606057604 2020-10-01 38.443068012978000 2020-11-01 38.548911600155800 2020-12-01 38.127746946268500 2021-01-01 37.422498903632004 2021-02-01 38.063482288794600 2021-03-01 38.172574441199500 2021-04-01 38.345006100663400 2021-05-01 39.982498476129400 2021-06-01 40.006317384762300 2021-07-01 40.228628112720706 2021-08-01 40.805502043919894 2021-09-01 40.814279130652000 2021-10-01 41.151531836620300 2021-11-01 41.488325782104795 2021-12-01 41.701004262035400 2022-01-01 43.443896804876700 2022-02-01 43.186503009468400 2022-03-01 43.763476371901504