Title: Average Weekly Earnings of All Employees: Total Private in Grand Forks, ND-MN (MSA) (DISCONTINUED) Series ID: SMU38242200500000011SA 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 4:30 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/SMU38242200500000011). 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/SMU38242200500000011) 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/SMU38242200500000011). 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 2007-01-01 696.9206713067481 2007-02-01 696.8735532651920 2007-03-01 693.1287441592410 2007-04-01 692.6522171402870 2007-05-01 694.1463714763229 2007-06-01 697.0611638010699 2007-07-01 681.2410610556050 2007-08-01 655.3898857398780 2007-09-01 641.0115802213020 2007-10-01 629.8709446552190 2007-11-01 605.8593792000970 2007-12-01 572.2442155809170 2008-01-01 593.2050374549659 2008-02-01 575.5094688932500 2008-03-01 591.2518652403240 2008-04-01 570.5744491854010 2008-05-01 579.4823747216030 2008-06-01 591.2678305666590 2008-07-01 569.7845327565460 2008-08-01 544.6692583685160 2008-09-01 553.3677506338449 2008-10-01 562.7107593510880 2008-11-01 572.6158616444529 2008-12-01 567.1677108230671 2009-01-01 566.3518796810100 2009-02-01 576.7268489192501 2009-03-01 582.3845096592430 2009-04-01 583.3454145017640 2009-05-01 578.6656327997680 2009-06-01 591.0753890000450 2009-07-01 593.0593981384160 2009-08-01 609.6736014333150 2009-09-01 615.4396986482631 2009-10-01 614.9216126145800 2009-11-01 629.6110939842421 2009-12-01 629.4837123471331 2010-01-01 636.2527242274350 2010-02-01 636.6896935957230 2010-03-01 627.4894127233500 2010-04-01 630.7620594092871 2010-05-01 632.0038616141350 2010-06-01 621.2764245960550 2010-07-01 613.3485553886351 2010-08-01 614.2026294890960 2010-09-01 622.1169760063400 2010-10-01 622.5244990739270 2010-11-01 610.0702239149820 2010-12-01 613.9875652435850 2011-01-01 635.1074159240820 2011-02-01 610.5285023361830 2011-03-01 612.0986217045320 2011-04-01 617.3721792724290 2011-05-01 622.2349585057280 2011-06-01 621.8958443230320 2011-07-01 627.0737657228830 2011-08-01 644.3988631895639 2011-09-01 641.0350700868110 2011-10-01 650.0343860252060 2011-11-01 643.4684790955120 2011-12-01 651.0803876508930 2012-01-01 674.3317800608770 2012-02-01 651.3284356949910 2012-03-01 638.6683649169380 2012-04-01 635.9013664663780 2012-05-01 621.6629446897709 2012-06-01 610.1633902513420 2012-07-01 632.5843703913640 2012-08-01 619.2675357178200 2012-09-01 651.7055707460900 2012-10-01 628.6034960975560 2012-11-01 645.1639114938410 2012-12-01 661.5010039495929 2013-01-01 662.5423916271820 2013-02-01 657.3615836849730 2013-03-01 695.6215966098130 2013-04-01 699.3919015775571 2013-05-01 699.6351996486470 2013-06-01 701.6691162887520 2013-07-01 697.4496613820390 2013-08-01 697.5936914282240 2013-09-01 708.7013303036839 2013-10-01 687.4802521712930 2013-11-01 697.5604160816350 2013-12-01 728.4571417508870 2014-01-01 674.2875347993780 2014-02-01 693.3790660120959 2014-03-01 693.3222637751919 2014-04-01 708.9868539893291 2014-05-01 713.0004035561550 2014-06-01 728.3520725016570 2014-07-01 742.7776185092300 2014-08-01 720.5239701659170 2014-09-01 697.4956404035950 2014-10-01 705.2988365699890 2014-11-01 697.2494566389349 2014-12-01 689.8091063148440 2015-01-01 688.3665747941310 2015-02-01 680.3691461031569 2015-03-01 680.8221942528679 2015-04-01 667.7332715893640 2015-05-01 660.7999914568440 2015-06-01 676.8919219629080 2015-07-01 678.3450043075981 2015-08-01 703.2583584395841 2015-09-01 701.1098837388921 2015-10-01 713.5117781122400 2015-11-01 716.2679601387489 2015-12-01 715.7518318138251 2016-01-01 733.3639502620540 2016-02-01 737.6029647888021 2016-03-01 732.5882533122000 2016-04-01 735.6054889142399 2016-05-01 764.3367343781970 2016-06-01 755.3723954052921 2016-07-01 764.8567916397770 2016-08-01 741.3598418235080 2016-09-01 754.2937379040500 2016-10-01 761.1925993816541 2016-11-01 767.2113869656861 2016-12-01 781.8813427383749 2017-01-01 706.4638204287810 2017-02-01 703.8281535730611 2017-03-01 728.7393720853960 2017-04-01 750.1718020525890 2017-05-01 743.4559917161490 2017-06-01 738.0553996761189 2017-07-01 747.2357443220419 2017-08-01 737.0247980602280 2017-09-01 733.2177328905949 2017-10-01 750.2895721509891 2017-11-01 740.7337327742290 2017-12-01 738.9750393830190 2018-01-01 738.7824391661090 2018-02-01 752.9406143347090 2018-03-01 750.2188912336350 2018-04-01 769.3644317923920 2018-05-01 722.7473473761011 2018-06-01 731.8964158140710 2018-07-01 743.1897002105729 2018-08-01 751.5623409742391 2018-09-01 767.4000695784340 2018-10-01 731.8346769476030 2018-11-01 757.0207995907530 2018-12-01 769.5143720200000 2019-01-01 776.7331713241200 2019-02-01 815.8642346910590 2019-03-01 781.1457661032980 2019-04-01 797.9284934128370 2019-05-01 809.9657030593190 2019-06-01 829.6758240217250 2019-07-01 820.6509642046719 2019-08-01 815.5200002651480 2019-09-01 848.5424556648450 2019-10-01 835.1652388994220 2019-11-01 842.5902069514940 2019-12-01 838.8632942114990 2020-01-01 832.0984341071040 2020-02-01 833.8477987162780 2020-03-01 824.5662185008790 2020-04-01 806.8127739929159 2020-05-01 810.7250552406160 2020-06-01 804.4179061355991 2020-07-01 806.5889502781810 2020-08-01 812.4085055395170 2020-09-01 798.8506119877901 2020-10-01 809.8899069264270 2020-11-01 825.5869533335910 2020-12-01 819.3679409977600 2021-01-01 821.9323004785451 2021-02-01 813.8761193721750 2021-03-01 828.1459120911880 2021-04-01 831.9748718122099 2021-05-01 846.6957674783000 2021-06-01 838.7757196845109 2021-07-01 832.5723317065210 2021-08-01 848.7747760591880 2021-09-01 832.1377504200191 2021-10-01 834.8416291339470 2021-11-01 830.2112035198970 2021-12-01 847.2823411783820 2022-01-01 849.5704347180030 2022-02-01 837.6746249662090 2022-03-01 846.9307124171021