Title: Average Weekly Earnings of All Employees: Private Service Providing in Massachusetts (DISCONTINUED) Series ID: SMU25000000800000011SA 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 Week Date Range: 2007-01-01 to 2022-03-01 Last Updated: 2022-04-16 4:49 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/SMU25000000800000011). 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/SMU25000000800000011) 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/SMU25000000800000011). 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 2007-01-01 813.3114242739940 2007-02-01 821.9365057631950 2007-03-01 806.3966260079370 2007-04-01 852.4004588191930 2007-05-01 840.9081152374430 2007-06-01 838.5481680019380 2007-07-01 848.2163595251019 2007-08-01 843.2845122812890 2007-09-01 850.5661907760989 2007-10-01 848.7288757253850 2007-11-01 837.2990749306590 2007-12-01 847.4065170671989 2008-01-01 843.7602431237230 2008-02-01 837.7540689722120 2008-03-01 849.2370152558960 2008-04-01 844.8536778531800 2008-05-01 840.7834093904860 2008-06-01 860.3147193205150 2008-07-01 845.8775981378370 2008-08-01 856.8541972002721 2008-09-01 856.8971349580231 2008-10-01 860.4606270747149 2008-11-01 866.3332947653470 2008-12-01 858.4040839559140 2009-01-01 864.6285789982490 2009-02-01 874.9730147199490 2009-03-01 873.4537237225591 2009-04-01 867.0088701279130 2009-05-01 861.9698650556841 2009-06-01 861.2186047378340 2009-07-01 859.3495863557850 2009-08-01 861.0737556638950 2009-09-01 860.7178691678861 2009-10-01 857.9798251325070 2009-11-01 870.1761072329800 2009-12-01 865.7882273738920 2010-01-01 864.1389307132449 2010-02-01 868.2942461068550 2010-03-01 868.2420025119610 2010-04-01 870.7346658507410 2010-05-01 876.5158175532150 2010-06-01 874.7879785568491 2010-07-01 877.3578612771080 2010-08-01 884.7539138522260 2010-09-01 866.9696459696570 2010-10-01 873.5778443442910 2010-11-01 867.5384204419161 2010-12-01 869.1057132938950 2011-01-01 880.1217808380260 2011-02-01 861.8364656859200 2011-03-01 862.3762919968680 2011-04-01 871.5076135948910 2011-05-01 881.0761140215491 2011-06-01 872.1322495185140 2011-07-01 878.3087631924361 2011-08-01 871.4297030601081 2011-09-01 879.3317162893401 2011-10-01 901.2706583581920 2011-11-01 888.2877213764431 2011-12-01 886.1218419613721 2012-01-01 898.7116580563830 2012-02-01 886.0326364115700 2012-03-01 888.3126076559250 2012-04-01 913.7402834561549 2012-05-01 895.6142126867540 2012-06-01 890.4160880587350 2012-07-01 902.7761866338319 2012-08-01 889.9815698360629 2012-09-01 899.1896696404960 2012-10-01 889.8629889191680 2012-11-01 890.4215717514260 2012-12-01 909.2163299835000 2013-01-01 896.3681333238170 2013-02-01 907.4280878890940 2013-03-01 905.6250993346860 2013-04-01 907.8228493970701 2013-05-01 907.7982034870150 2013-06-01 931.0892711510429 2013-07-01 921.8125075219220 2013-08-01 927.1014708007210 2013-09-01 942.0906533773090 2013-10-01 932.3905559657300 2013-11-01 929.7106233497640 2013-12-01 943.2539694953920 2014-01-01 929.5859039415800 2014-02-01 947.6161393506461 2014-03-01 949.1886854249440 2014-04-01 938.9333691349569 2014-05-01 940.2358403946240 2014-06-01 950.8565913129480 2014-07-01 937.9028151792930 2014-08-01 950.4649737373820 2014-09-01 948.0091372918640 2014-10-01 957.0698837768310 2014-11-01 988.8763104308650 2014-12-01 955.9954257920849 2015-01-01 969.8136596783110 2015-02-01 972.8056032416780 2015-03-01 980.5755343816670 2015-04-01 969.5329039683880 2015-05-01 977.4661324847619 2015-06-01 971.9016766200450 2015-07-01 975.0335212381799 2015-08-01 995.4299143656799 2015-09-01 981.6374892428260 2015-10-01 987.9180847938050 2015-11-01 1013.1712418476500 2015-12-01 995.9084959494520 2016-01-01 1000.7600654029401 2016-02-01 989.5776107163190 2016-03-01 991.4634222360249 2016-04-01 993.0250876338570 2016-05-01 1013.0736340165699 2016-06-01 997.6487766225870 2016-07-01 1004.4704322014400 2016-08-01 999.1319603955670 2016-09-01 1003.4689066373401 2016-10-01 1027.4935493835699 2016-11-01 1014.0135882339300 2016-12-01 1014.7368530882700 2017-01-01 1038.3024766961600 2017-02-01 1018.7092317681501 2017-03-01 1019.1222602683400 2017-04-01 1035.5056461699300 2017-05-01 1017.7522128069801 2017-06-01 1019.5647741237900 2017-07-01 1041.3993914310001 2017-08-01 1020.3078219773500 2017-09-01 1022.8728343217599 2017-10-01 1038.6504509105300 2017-11-01 1032.0329105906000 2017-12-01 1025.1241766713500 2018-01-01 1027.5386226260300 2018-02-01 1041.4139172822802 2018-03-01 1036.0686184360700 2018-04-01 1061.8843744944900 2018-05-01 1050.3655292027001 2018-06-01 1055.7413342558700 2018-07-01 1069.4817160862199 2018-08-01 1060.1001775569698 2018-09-01 1077.7100049583500 2018-10-01 1059.1319005916400 2018-11-01 1064.4415094926700 2018-12-01 1086.9451522872800 2019-01-01 1059.9691363396600 2019-02-01 1069.1102705236000 2019-03-01 1077.2170773650400 2019-04-01 1067.8591755478200 2019-05-01 1071.8392366279500 2019-06-01 1100.3297977807600 2019-07-01 1083.1571732371300 2019-08-01 1089.3914811423500 2019-09-01 1113.2627111909699 2019-10-01 1096.5333173675000 2019-11-01 1097.4486676447300 2019-12-01 1110.7726812797100 2020-01-01 1099.5263760617802 2020-02-01 1114.9914004114400 2020-03-01 1113.3499299038199 2020-04-01 1221.7159981551500 2020-05-01 1223.7943940377000 2020-06-01 1215.6074549833400 2020-07-01 1190.9411285814600 2020-08-01 1201.1469034273300 2020-09-01 1177.4731744026900 2020-10-01 1193.6799632059900 2020-11-01 1218.4813788952600 2020-12-01 1196.1206280592999 2021-01-01 1208.4621200878600 2021-02-01 1195.8825376132302 2021-03-01 1202.6634816381600 2021-04-01 1204.8742507003500 2021-05-01 1226.9236802631099 2021-06-01 1218.2723464283100 2021-07-01 1231.0016305487300 2021-08-01 1249.2273067945400 2021-09-01 1234.0930071515600 2021-10-01 1252.1625276697300 2021-11-01 1264.0139287483400 2021-12-01 1262.3538565213400 2022-01-01 1286.3564607356402 2022-02-01 1277.2761748047699 2022-03-01 1279.1450357909100