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: All Employees: Private Service Providing in Denver-Aurora-Lakewood, CO (MSA) Series ID: SMU08197400800000001SA 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: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 5:49 AM CDT Notes: The Federal Reserve Bank of St. Louis seasonally adjusts 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/SMU08197400800000001). 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 1990-01-01 589.0047705567480 1990-02-01 590.2863328270960 1990-03-01 591.9865206939351 1990-04-01 591.2112440463460 1990-05-01 595.6394564252270 1990-06-01 597.2031970093860 1990-07-01 597.7122351579840 1990-08-01 601.2032273553160 1990-09-01 601.7534191933620 1990-10-01 600.7641061606630 1990-11-01 602.6683837926610 1990-12-01 602.4567159476080 1991-01-01 601.1741034789070 1991-02-01 601.6677676334260 1991-03-01 602.6057713310070 1991-04-01 602.1178412763430 1991-05-01 603.1774238391790 1991-06-01 604.8566040567970 1991-07-01 605.1027852835570 1991-08-01 605.5182847290280 1991-09-01 607.0321949996770 1991-10-01 608.3015284220929 1991-11-01 610.3730991937480 1991-12-01 611.3357906328890 1992-01-01 613.5056686631920 1992-02-01 614.3505731463740 1992-03-01 615.6449397516170 1992-04-01 617.8571162051979 1992-05-01 619.1983067990140 1992-06-01 619.1151264360130 1992-07-01 624.6870889835100 1992-08-01 625.0572476173860 1992-09-01 626.1350912285170 1992-10-01 629.8372299163179 1992-11-01 629.9341800657099 1992-12-01 631.1142863764289 1993-01-01 634.1168797124390 1993-02-01 636.4329177410150 1993-03-01 638.7487873090120 1993-04-01 645.0681795318500 1993-05-01 643.3774925238740 1993-06-01 646.3518679036480 1993-07-01 650.1145090333780 1993-08-01 649.6357424940680 1993-09-01 651.9148948615780 1993-10-01 654.8035442902660 1993-11-01 655.9838219407740 1993-12-01 659.1490263603440 1994-01-01 662.3726693269330 1994-02-01 666.1702378586090 1994-03-01 668.2575158213820 1994-04-01 674.7419855476820 1994-05-01 675.4522143507750 1994-06-01 677.4327690821540 1994-07-01 681.7018577252260 1994-08-01 684.2090435658420 1994-09-01 687.4286749600740 1994-10-01 689.9591734761481 1994-11-01 694.1475521915789 1994-12-01 699.2692943953081 1995-01-01 700.3892567879340 1995-02-01 703.5804876249961 1995-03-01 707.2983141042321 1995-04-01 707.3794615157330 1995-05-01 710.2827659105541 1995-06-01 714.0652674967960 1995-07-01 713.8145298364310 1995-08-01 716.2436361951019 1995-09-01 719.6646104685170 1995-10-01 722.1892929553030 1995-11-01 723.2935933278529 1995-12-01 728.5129382034080 1996-01-01 727.2684470747901 1996-02-01 728.0565413984300 1996-03-01 731.2883941646830 1996-04-01 732.6540236950259 1996-05-01 735.4770643675349 1996-06-01 737.7897399478270 1996-07-01 736.1726721909171 1996-08-01 743.4431471780780 1996-09-01 745.8770652973560 1996-10-01 747.1818191138989 1996-11-01 751.1440011567830 1996-12-01 752.0790093195061 1997-01-01 757.4509832292481 1997-02-01 761.3379152068910 1997-03-01 763.3036611144851 1997-04-01 767.0561114366590 1997-05-01 769.3507948159110 1997-06-01 772.3967650409730 1997-07-01 774.4574463139030 1997-08-01 778.6547869624010 1997-09-01 780.0729717632009 1997-10-01 782.1895168433730 1997-11-01 786.2105315802521 1997-12-01 788.7586037779789 1998-01-01 790.4140664113429 1998-02-01 792.2181963930150 1998-03-01 795.2311675566890 1998-04-01 797.1246916413060 1998-05-01 800.0112532275101 1998-06-01 801.8581377251240 1998-07-01 806.4121233923050 1998-08-01 808.3148673225350 1998-09-01 809.3159322688550 1998-10-01 816.1618072893180 1998-11-01 816.9883644744690 1998-12-01 819.9750515288150 1999-01-01 824.3217828072690 1999-02-01 830.0141420289040 1999-03-01 829.3689427673379 1999-04-01 832.8360855469490 1999-05-01 835.5869143552620 1999-06-01 837.4661189273500 1999-07-01 842.3158045309490 1999-08-01 841.4369368746380 1999-09-01 842.9311230749480 1999-10-01 849.1714739304581 1999-11-01 851.8183090841960 1999-12-01 856.0860420820061 2000-01-01 857.9442541687250 2000-02-01 861.6594564997280 2000-03-01 864.4996395580299 2000-04-01 868.0801432192970 2000-05-01 869.9366799896981 2000-06-01 873.6749074999110 2000-07-01 877.2927056373910 2000-08-01 878.5690187039480 2000-09-01 881.3301494469240 2000-10-01 882.5135355848680 2000-11-01 884.9752630595460 2000-12-01 886.0111986689129 2001-01-01 885.3786912052440 2001-02-01 884.4237764049170 2001-03-01 884.1661932533999 2001-04-01 880.5545832824350 2001-05-01 878.5650169148989 2001-06-01 878.7492076120490 2001-07-01 872.8257727797170 2001-08-01 870.0715329021770 2001-09-01 864.8085819423560 2001-10-01 860.0774259430991 2001-11-01 854.7170023419741 2001-12-01 849.9408940323490 2002-01-01 843.2960717680901 2002-02-01 842.9288390428301 2002-03-01 840.5194094958700 2002-04-01 844.7276021389180 2002-05-01 845.6122983419600 2002-06-01 844.2390652161099 2002-07-01 840.0218355992330 2002-08-01 841.2974038932790 2002-09-01 840.4148654834640 2002-10-01 839.5941086538660 2002-11-01 840.7205720417211 2002-12-01 839.9159434204530 2003-01-01 842.7719247392830 2003-02-01 840.4770974455050 2003-03-01 836.2802166955851 2003-04-01 835.6679214054581 2003-05-01 834.2813288278951 2003-06-01 833.4384229981911 2003-07-01 833.8716888750549 2003-08-01 835.6923597390810 2003-09-01 835.2883524013380 2003-10-01 838.9827235132719 2003-11-01 837.3252581081380 2003-12-01 837.9612512577040 2004-01-01 838.9319867893580 2004-02-01 839.1867332530080 2004-03-01 841.7758241213679 2004-04-01 847.2420938174110 2004-05-01 846.2944554444910 2004-06-01 847.1374424878841 2004-07-01 848.3216776550680 2004-08-01 848.1336852510630 2004-09-01 849.1902504650980 2004-10-01 850.6717818762379 2004-11-01 851.1575727925799 2004-12-01 852.7336283532420 2005-01-01 853.9669750648600 2005-02-01 856.3299098500661 2005-03-01 858.4724465139510 2005-04-01 860.4435025105180 2005-05-01 861.0101745524580 2005-06-01 862.2754742819870 2005-07-01 864.1295490932150 2005-08-01 863.1327126250619 2005-09-01 867.9728049199671 2005-10-01 868.6564374989729 2005-11-01 869.6575464836360 2005-12-01 872.3532826271339 2006-01-01 872.5358505008560 2006-02-01 873.9625329245100 2006-03-01 875.1815838822210 2006-04-01 876.9966019056160 2006-05-01 879.0855740180200 2006-06-01 883.1723305617480 2006-07-01 882.5249111322430 2006-08-01 884.1922380422850 2006-09-01 885.9373882612899 2006-10-01 888.3387646359171 2006-11-01 891.0668793799370 2006-12-01 892.8650162052090 2007-01-01 896.3705063307510 2007-02-01 898.0881027772210 2007-03-01 901.7279467896111 2007-04-01 902.8320889376630 2007-05-01 906.1969243073590 2007-06-01 909.4089786088980 2007-07-01 908.6137359053810 2007-08-01 909.3665239959540 2007-09-01 911.5451099646660 2007-10-01 912.2130518915840 2007-11-01 914.9269581673590 2007-12-01 917.1115680834020 2008-01-01 918.6202851264020 2008-02-01 921.7663482558310 2008-03-01 922.0632293822259 2008-04-01 922.0884090547460 2008-05-01 921.1505858221910 2008-06-01 921.7118287008400 2008-07-01 919.7949571013361 2008-08-01 919.9048959263200 2008-09-01 919.0197377897730 2008-10-01 914.7253902167799 2008-11-01 910.7244199297200 2008-12-01 906.4375799484300 2009-01-01 901.7580624679600 2009-02-01 895.7183154018490 2009-03-01 890.5291108265710 2009-04-01 886.0230195979760 2009-05-01 885.1772400346520 2009-06-01 881.9488647114430 2009-07-01 880.7249794519150 2009-08-01 878.2711359779989 2009-09-01 877.9648943314600 2009-10-01 877.8834286222381 2009-11-01 877.2643977925200 2009-12-01 877.2665081857440 2010-01-01 876.3599252034240 2010-02-01 878.5392071671499 2010-03-01 879.5483642096970 2010-04-01 881.1927575465990 2010-05-01 882.0964907646500 2010-06-01 884.2177191472861 2010-07-01 886.6410527104331 2010-08-01 887.7084427380370 2010-09-01 887.6738225868810 2010-10-01 890.1181649798780 2010-11-01 891.1038956438070 2010-12-01 891.8228286744591 2011-01-01 894.8010970519259 2011-02-01 895.5571501172380 2011-03-01 896.0650907290580 2011-04-01 900.9064958815669 2011-05-01 902.6177235752510 2011-06-01 903.1125777859979 2011-07-01 903.7924490215610 2011-08-01 906.7235249286521 2011-09-01 910.7723241264160 2011-10-01 908.2865015612060 2011-11-01 912.1264133055250 2011-12-01 915.3228603387989 2012-01-01 918.0077643771491 2012-02-01 920.0937436986900 2012-03-01 924.1419662448200 2012-04-01 925.9336726324800 2012-05-01 928.6123692897099 2012-06-01 932.2966106342141 2012-07-01 934.3010124825639 2012-08-01 935.5738524582730 2012-09-01 939.8805698721730 2012-10-01 944.6170200401250 2012-11-01 948.1790656445180 2012-12-01 950.5929817938540 2013-01-01 952.6632588094581 2013-02-01 956.6085418198039 2013-03-01 960.0740671585440 2013-04-01 961.7570844398960 2013-05-01 964.4408526348719 2013-06-01 966.9296715538660 2013-07-01 969.6144549238700 2013-08-01 973.4220256548151 2013-09-01 975.4910076339461 2013-10-01 977.5514006525520 2013-11-01 981.6282185749210 2013-12-01 983.5274396616920 2014-01-01 986.4049563172090 2014-02-01 989.1097095996989 2014-03-01 991.6348342728180 2014-04-01 996.1301529424760 2014-05-01 1000.6153173443801 2014-06-01 1001.3324272448500 2014-07-01 1005.8044183132100 2014-08-01 1011.5687523796700 2014-09-01 1014.5742623679499 2014-10-01 1018.7545134206500 2014-11-01 1017.5524298271400 2014-12-01 1024.0572958945800 2015-01-01 1028.7050412664300 2015-02-01 1032.8130210318800 2015-03-01 1033.8726248505400 2015-04-01 1036.6996981062500 2015-05-01 1039.3834988143599 2015-06-01 1041.9692222185400 2015-07-01 1045.7970598656500 2015-08-01 1047.9826599660900 2015-09-01 1050.5312850415700 2015-10-01 1053.1642594381099 2015-11-01 1055.6016495314698 2015-12-01 1059.3273893854700 2016-01-01 1062.1543330506200 2016-02-01 1064.4796213326500 2016-03-01 1065.9773767739698 2016-04-01 1068.7328798142698 2016-05-01 1068.6514468085400 2016-06-01 1069.8966330423200 2016-07-01 1075.4338809841500 2016-08-01 1075.7713058743100 2016-09-01 1079.6403156742401 2016-10-01 1079.1129800262900 2016-11-01 1078.4828828431900 2016-12-01 1079.6062170633000 2017-01-01 1081.2503531027198 2017-02-01 1083.9599064577000 2017-03-01 1087.7927865485499 2017-04-01 1089.7169088036300 2017-05-01 1092.4595982516100 2017-06-01 1096.0903218361100 2017-07-01 1095.1041388433198 2017-08-01 1096.7961799638800 2017-09-01 1099.9101648589199 2017-10-01 1101.9491310823100 2017-11-01 1106.3580558627700 2017-12-01 1109.8969483359500 2018-01-01 1110.9567821922400 2018-02-01 1113.4263333238900 2018-03-01 1117.5078629602401 2018-04-01 1118.0023731203900 2018-05-01 1120.7436975165100 2018-06-01 1123.1128495364599 2018-07-01 1122.7744875639800 2018-08-01 1124.7168235464900 2018-09-01 1125.4664472251300 2018-10-01 1128.2593493484599 2018-11-01 1131.0660713848500 2018-12-01 1132.8400195894500 2019-01-01 1134.6774187068400 2019-02-01 1138.2206261106000 2019-03-01 1137.1511232849600 2019-04-01 1141.5550525025500 2019-05-01 1144.8873619178800 2019-06-01 1149.2880305636302 2019-07-01 1152.4183653983600 2019-08-01 1154.9782972215400 2019-09-01 1155.2422804764801 2019-10-01 1157.0266258543000 2019-11-01 1160.5090813637000 2019-12-01 1163.1737874231098 2020-01-01 1166.2323308633100 2020-02-01 1166.9063801128600 2020-03-01 1158.7813640198300 2020-04-01 980.2731902862640 2020-05-01 1009.6279520831300 2020-06-01 1044.8268945331200 2020-07-01 1058.0292430003300 2020-08-01 1069.0128054303600 2020-09-01 1081.3610989171400 2020-10-01 1095.2548025444400 2020-11-01 1097.2721486237100 2020-12-01 1089.0859114880802 2021-01-01 1102.3134825700900 2021-02-01 1113.2009551064300 2021-03-01 1118.0976219620402 2021-04-01 1122.8278281143500 2021-05-01 1129.5996992189400 2021-06-01 1135.9433482280301 2021-07-01 1144.3719018398301 2021-08-01 1148.4851912081900 2021-09-01 1152.4780442792200 2021-10-01 1166.2556835729500 2021-11-01 1173.5479332071500 2021-12-01 1180.6423862485801 2022-01-01 1185.5709247997600 2022-02-01 1193.2463299602300 2022-03-01 1196.2965577242900 2022-04-01 1206.8096358166902 2022-05-01 1206.5196260618400 2022-06-01 1202.6030847815500 2022-07-01 1207.6058817571900 2022-08-01 1211.1717658904000 2022-09-01 1211.4639875002600 2022-10-01 1217.8507310499000 2022-11-01 1221.0262567180400 2022-12-01 1222.4858422043800 2023-01-01 1226.7385857528200 2023-02-01 1229.0160387430400 2023-03-01 1232.0443628924100 2023-04-01 1234.2849216934400 2023-05-01 1235.2139791642900 2023-06-01 1238.0492075406500 2023-07-01 1235.6326556477100 2023-08-01 1235.3817931807300 2023-09-01 1234.0624592612700 2023-10-01 1229.3825677804598 2023-11-01 1223.8296463205802 2023-12-01 1229.1355476206500 2024-01-01 1226.0850998905600 2024-02-01 1228.6638214909199 2024-03-01 1229.6856136158901