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: Total Private in Framingham, MA (NECTA Division) (DISCONTINUED) Series ID: SMU25731040500000003SA 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 4:48 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/SMU25731040500000003). 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/SMU25731040500000003) 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/SMU25731040500000003). 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 32.102412535408200 2007-02-01 32.128963074455500 2007-03-01 31.780484626323800 2007-04-01 31.508235321261800 2007-05-01 31.139582890445105 2007-06-01 30.730662134234600 2007-07-01 30.354515902381300 2007-08-01 30.349741257035800 2007-09-01 30.285197444599500 2007-10-01 30.579680932446898 2007-11-01 30.239385005004900 2007-12-01 30.316308250314602 2008-01-01 30.221406289307400 2008-02-01 30.108757432868800 2008-03-01 30.265131949867396 2008-04-01 30.079920944901600 2008-05-01 31.139304857335500 2008-06-01 31.011056361199998 2008-07-01 31.650803419707200 2008-08-01 31.691215082161500 2008-09-01 31.905034338757897 2008-10-01 32.104729584086900 2008-11-01 32.696266316259496 2008-12-01 32.232565349893605 2009-01-01 32.592856834902705 2009-02-01 33.059601495942300 2009-03-01 33.196870452168795 2009-04-01 33.163111104630600 2009-05-01 33.291445596668100 2009-06-01 33.288818957887390 2009-07-01 33.182817243935105 2009-08-01 33.372800865396000 2009-09-01 33.430733455608200 2009-10-01 33.661892888650300 2009-11-01 33.883785188114800 2009-12-01 33.799172678865800 2010-01-01 34.099033922716600 2010-02-01 34.173442026187900 2010-03-01 34.340513653898400 2010-04-01 34.231210295517000 2010-05-01 34.134215083026000 2010-06-01 34.226881948244000 2010-07-01 34.172391183058700 2010-08-01 33.845196524547504 2010-09-01 33.518616792624194 2010-10-01 33.288646972781300 2010-11-01 32.760319818977200 2010-12-01 32.853925822895604 2011-01-01 32.911452634895600 2011-02-01 32.583916951497600 2011-03-01 32.580916396462200 2011-04-01 32.435864696858500 2011-05-01 32.661872599910900 2011-06-01 32.399209169397100 2011-07-01 32.258994120427200 2011-08-01 32.292480205983300 2011-09-01 32.513433342646195 2011-10-01 32.493948557691496 2011-11-01 32.553686528095305 2011-12-01 32.814495033639800 2012-01-01 33.372569084107106 2012-02-01 32.314449290508200 2012-03-01 32.347622622965105 2012-04-01 33.633816597152700 2012-05-01 33.350926763140600 2012-06-01 33.801648436559000 2012-07-01 34.079331633330400 2012-08-01 33.545111496890605 2012-09-01 34.543500536687304 2012-10-01 35.116022770537896 2012-11-01 34.681347992368806 2012-12-01 34.430104934865900 2013-01-01 34.026125996516600 2013-02-01 33.901508288202900 2013-03-01 33.546078752831300 2013-04-01 33.730694787510900 2013-05-01 33.655020753493500 2013-06-01 33.546283119873300 2013-07-01 33.286696561972300 2013-08-01 33.373876650964500 2013-09-01 33.350026055830696 2013-10-01 33.345027711579800 2013-11-01 33.258662472073600 2013-12-01 33.904860731858896 2014-01-01 33.446738099705400 2014-02-01 33.492027983894900 2014-03-01 33.440750423875100 2014-04-01 32.982502464393100 2014-05-01 32.953369657643100 2014-06-01 33.115650767742800 2014-07-01 33.556219711590300 2014-08-01 33.302658510287400 2014-09-01 32.920169583577500 2014-10-01 32.857482404122400 2014-11-01 32.857813607932700 2014-12-01 32.696773713780600 2015-01-01 33.398667661372500 2015-02-01 32.909981845194100 2015-03-01 32.754310658487896 2015-04-01 33.043566375364100 2015-05-01 32.754470259092100 2015-06-01 32.704982153226200 2015-07-01 31.926167675893502 2015-08-01 32.480356362770600 2015-09-01 32.398489184208800 2015-10-01 32.416677431947000 2015-11-01 32.648647593927805 2015-12-01 32.213851084056800 2016-01-01 32.634803181494696 2016-02-01 32.299967489769500 2016-03-01 32.754366042778200 2016-04-01 32.651752251337800 2016-05-01 33.400608883420700 2016-06-01 32.951703622999000 2016-07-01 33.111234113647200 2016-08-01 33.323553100153500 2016-09-01 33.566739129177500 2016-10-01 34.241458062655600 2016-11-01 33.683386593010000 2016-12-01 34.181925785330700 2017-01-01 34.216193684738700 2017-02-01 34.380411154580500 2017-03-01 34.245789659233800 2017-04-01 35.036953040948200 2017-05-01 34.575150679261500 2017-06-01 34.193703197758900 2017-07-01 34.383874843251300 2017-08-01 34.278703988455700 2017-09-01 34.384585160203400 2017-10-01 34.691322481557300 2017-11-01 34.962227424836500 2017-12-01 34.858363883231505 2018-01-01 35.040385524239000 2018-02-01 35.349483430521005 2018-03-01 35.427067776566300 2018-04-01 35.280764085269900 2018-05-01 35.404646795253300 2018-06-01 35.604103957705200 2018-07-01 35.409297489539900 2018-08-01 35.272317502707100 2018-09-01 35.434348895468204 2018-10-01 35.083524586862694 2018-11-01 34.702775531921200 2018-12-01 34.581975149673300 2019-01-01 34.300595576178500 2019-02-01 34.716973283624300 2019-03-01 34.028493692725300 2019-04-01 34.405584781014400 2019-05-01 34.242310402603700 2019-06-01 34.757245184739900 2019-07-01 34.516016703673600 2019-08-01 34.582371538402100 2019-09-01 34.793135234910900 2019-10-01 34.683605923819500 2019-11-01 34.622523341786106 2019-12-01 34.966272737386106 2020-01-01 35.074049354735400 2020-02-01 34.846495350472104 2020-03-01 35.201358997855800 2020-04-01 44.545594065871605 2020-05-01 40.574114202784000 2020-06-01 39.605052563641800 2020-07-01 39.833837819038500 2020-08-01 39.657318255451100 2020-09-01 39.001874327175500 2020-10-01 38.999522314136400 2020-11-01 39.255251586101295 2020-12-01 39.216964238638600 2021-01-01 38.647460282873396 2021-02-01 38.467511344965000 2021-03-01 38.692345426127204 2021-04-01 38.867475509834500 2021-05-01 39.123566649012000 2021-06-01 39.223899003206796 2021-07-01 39.254885658839400 2021-08-01 39.695790351326300 2021-09-01 39.660129870147200 2021-10-01 40.167163248131300 2021-11-01 40.532793092535700 2021-12-01 40.590464849519600 2022-01-01 41.404552217414500 2022-02-01 41.145206677135100 2022-03-01 40.954223236950300