Federal Reserve Economic Data

Table Data - All Employees: Service-Providing in Denver-Aurora-Lakewood, CO (MSA)

Title All Employees: Service-Providing in Denver-Aurora-Lakewood, CO (MSA)
Series ID SMU08197400700000001SA
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 2024-11-01
Last Updated 2024-12-21 7:06 AM CST
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. More information on X-13ARIMA-SEATS can be found here.

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.

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
1990-01-01 716.7143412468610
1990-02-01 719.5566390086230
1990-03-01 721.7818453546810
1990-04-01 723.0869702139510
1990-05-01 728.7332200476770
1990-06-01 729.3430448792379
1990-07-01 726.3598395924271
1990-08-01 731.7551817514280
1990-09-01 734.6064837095190
1990-10-01 732.9691320098599
1990-11-01 736.5319761543740
1990-12-01 735.3884689813460
1991-01-01 733.9607113290809
1991-02-01 734.2572007270390
1991-03-01 735.4985306325930
1991-04-01 735.8714973767160
1991-05-01 736.8837026781911
1991-06-01 738.6521580475160
1991-07-01 737.7231325021960
1991-08-01 738.5957688357311
1991-09-01 741.6734424535350
1991-10-01 743.9690218089371
1991-11-01 746.2850381469780
1991-12-01 746.5352154818230
1992-01-01 749.6736394896851
1992-02-01 750.8977084685370
1992-03-01 752.8751610690289
1992-04-01 755.1497299488070
1992-05-01 756.4787951830541
1992-06-01 755.2131469959370
1992-07-01 761.4393117710761
1992-08-01 764.4020489667399
1992-09-01 765.6478379975130
1992-10-01 767.6869129244659
1992-11-01 768.3701233593430
1992-12-01 768.7864242140060
1993-01-01 774.4356884610610
1993-02-01 776.9276132407520
1993-03-01 779.4423564896850
1993-04-01 786.7082419564931
1993-05-01 784.3573902729470
1993-06-01 786.7853858132010
1993-07-01 789.8073750708870
1993-08-01 790.0844258113650
1993-09-01 791.3464571274470
1993-10-01 795.6044336551230
1993-11-01 796.4400783709559
1993-12-01 799.4101037456641
1994-01-01 802.7070512407179
1994-02-01 806.2491783421230
1994-03-01 808.5723575230300
1994-04-01 816.0145121093710
1994-05-01 815.9453900849530
1994-06-01 817.7272293878850
1994-07-01 821.4895964570630
1994-08-01 825.3188643720190
1994-09-01 827.8033774514951
1994-10-01 830.5382641836870
1994-11-01 834.6623268537339
1994-12-01 839.8568236869651
1995-01-01 840.0028294683040
1995-02-01 844.0633771049200
1995-03-01 848.2151751253780
1995-04-01 847.9307464044620
1995-05-01 850.4964264362110
1995-06-01 854.5073516440140
1995-07-01 855.1929504070480
1995-08-01 858.6449091969400
1995-09-01 862.6454596477299
1995-10-01 863.7253219016210
1995-11-01 864.8927152238070
1995-12-01 870.6460793877130
1996-01-01 868.3501194118511
1996-02-01 869.4374288227569
1996-03-01 873.6507885326951
1996-04-01 874.7780991815159
1996-05-01 877.9832913087440
1996-06-01 880.3146092704910
1996-07-01 877.6417228518851
1996-08-01 886.1892142200390
1996-09-01 889.0798741341440
1996-10-01 890.4471147713070
1996-11-01 895.1559234422620
1996-12-01 895.9012513734750
1997-01-01 903.4905792570790
1997-02-01 906.7050301184911
1997-03-01 908.8118264864661
1997-04-01 912.0739796678300
1997-05-01 914.0851187332190
1997-06-01 917.4589125906180
1997-07-01 919.9737212648680
1997-08-01 923.8111808966830
1997-09-01 926.5150842920830
1997-10-01 929.3584571326289
1997-11-01 933.9621778726730
1997-12-01 936.5336916146449
1998-01-01 939.2699565366400
1998-02-01 940.4701897763761
1998-03-01 943.4728235962250
1998-04-01 945.8729885821640
1998-05-01 948.8039152989501
1998-06-01 950.8484047479740
1998-07-01 955.3697018322050
1998-08-01 957.0425029804111
1998-09-01 958.7185317303710
1998-10-01 965.5863731515550
1998-11-01 967.4230938313900
1998-12-01 970.8424892554281
1999-01-01 975.0631648737100
1999-02-01 981.0964866444560
1999-03-01 980.6978562954490
1999-04-01 984.4396091673399
1999-05-01 986.7651468528760
1999-06-01 988.9907812106760
1999-07-01 992.0830300386721
1999-08-01 991.6102290239190
1999-09-01 994.6175651395640
1999-10-01 1000.1111981212100
1999-11-01 1002.9826184367901
1999-12-01 1008.3053569819301
2000-01-01 1010.4657191349099
2000-02-01 1014.5348180673000
2000-03-01 1018.6701361090500
2000-04-01 1022.0157756313301
2000-05-01 1025.4616933237900
2000-06-01 1028.4215566367300
2000-07-01 1032.5850517797900
2000-08-01 1034.9945446950098
2000-09-01 1038.0332908798300
2000-10-01 1037.3399813768300
2000-11-01 1040.7335319687402
2000-12-01 1042.7768572461800
2001-01-01 1043.0330034540400
2001-02-01 1042.2049315791900
2001-03-01 1041.2395133578100
2001-04-01 1036.9547375693300
2001-05-01 1034.0639761115500
2001-06-01 1036.4197452127900
2001-07-01 1032.0752678487100
2001-08-01 1029.6925492534100
2001-09-01 1025.1376911922698
2001-10-01 1019.5581498459301
2001-11-01 1015.7213854257500
2001-12-01 1011.0352656972199
2002-01-01 1006.2834305271600
2002-02-01 1005.4452077699800
2002-03-01 1004.2976674915401
2002-04-01 1007.3504131044501
2002-05-01 1007.7394238555600
2002-06-01 1007.2444355552901
2002-07-01 1003.9270279803600
2002-08-01 1006.0118591343500
2002-09-01 1004.2325333376401
2002-10-01 1004.1103477458300
2002-11-01 1005.7614384511099
2002-12-01 1004.8981795960901
2003-01-01 1008.2200240580198
2003-02-01 1005.3018422999901
2003-03-01 1001.4553970164400
2003-04-01 999.2709128847330
2003-05-01 998.2646495970000
2003-06-01 997.6098791620610
2003-07-01 997.8812668003990
2003-08-01 999.8600412492101
2003-09-01 998.9501087794730
2003-10-01 1001.6945955215899
2003-11-01 1000.0976770429401
2003-12-01 1000.2588815163600
2004-01-01 1001.6219325988301
2004-02-01 1001.4800066933801
2004-03-01 1005.0921857610001
2004-04-01 1010.7379444904000
2004-05-01 1009.0237732848000
2004-06-01 1010.1320656009599
2004-07-01 1011.3707794618800
2004-08-01 1010.8709661875099
2004-09-01 1012.8512199570199
2004-10-01 1014.4986971254901
2004-11-01 1015.4829534462900
2004-12-01 1017.3078826134599
2005-01-01 1017.9708752141000
2005-02-01 1020.3774679800000
2005-03-01 1022.4353152483900
2005-04-01 1025.1725609496900
2005-05-01 1025.2008168598000
2005-06-01 1026.0374065070300
2005-07-01 1029.1118137115200
2005-08-01 1026.7586722975500
2005-09-01 1033.4970728332300
2005-10-01 1033.6610147664800
2005-11-01 1034.8003793753500
2005-12-01 1037.8570951213600
2006-01-01 1038.7123199639300
2006-02-01 1039.9292484206400
2006-03-01 1041.5409182453698
2006-04-01 1042.3987947016600
2006-05-01 1044.7828980178501
2006-06-01 1049.6418872781500
2006-07-01 1049.2811702969802
2006-08-01 1051.4447538533100
2006-09-01 1052.8897026743598
2006-10-01 1054.5541108225200
2006-11-01 1057.8632447593500
2006-12-01 1060.5402246873500
2007-01-01 1063.9259346860902
2007-02-01 1066.5344125805500
2007-03-01 1070.5943578211000
2007-04-01 1071.8798007340100
2007-05-01 1074.5985589520699
2007-06-01 1078.3964357836699
2007-07-01 1078.0622542803699
2007-08-01 1079.4734609444802
2007-09-01 1082.2593217420301
2007-10-01 1082.7872840799100
2007-11-01 1086.0235633381199
2007-12-01 1088.6244351152302
2008-01-01 1090.3531076989100
2008-02-01 1093.4905963025500
2008-03-01 1094.2407569460200
2008-04-01 1094.6675820262199
2008-05-01 1093.4977535290900
2008-06-01 1094.3146289250000
2008-07-01 1093.8534205406100
2008-08-01 1096.5228271731300
2008-09-01 1093.3749730035100
2008-10-01 1090.0424056092600
2008-11-01 1086.5795726983301
2008-12-01 1082.3456520235700
2009-01-01 1078.6271214449400
2009-02-01 1071.1593919213700
2009-03-01 1066.6412416914600
2009-04-01 1062.7573667398100
2009-05-01 1061.1661707642100
2009-06-01 1057.7937715185901
2009-07-01 1055.9125606757100
2009-08-01 1054.4049750282700
2009-09-01 1054.1977571662300
2009-10-01 1055.3937820662800
2009-11-01 1053.6181612234100
2009-12-01 1053.6726409570700
2010-01-01 1052.4126573607500
2010-02-01 1055.7083234834700
2010-03-01 1057.3074904971902
2010-04-01 1059.2908447040200
2010-05-01 1062.7677746057900
2010-06-01 1062.4104693753800
2010-07-01 1065.7673312465700
2010-08-01 1065.3181558392300
2010-09-01 1065.4310007386900
2010-10-01 1069.0292046737000
2010-11-01 1069.9075730340500
2010-12-01 1070.0654938498900
2011-01-01 1072.9642729160500
2011-02-01 1074.3524697721600
2011-03-01 1074.9796760258500
2011-04-01 1080.4060788068200
2011-05-01 1080.9773901726700
2011-06-01 1081.7303754847999
2011-07-01 1081.8184062612402
2011-08-01 1084.4672407841200
2011-09-01 1088.6492479141400
2011-10-01 1086.2638739306099
2011-11-01 1089.8278127525900
2011-12-01 1093.5334488394199
2012-01-01 1096.0853154631300
2012-02-01 1098.6171512896601
2012-03-01 1103.9022155737100
2012-04-01 1105.6369198824800
2012-05-01 1107.7421851418100
2012-06-01 1113.0241873557400
2012-07-01 1114.4251100694100
2012-08-01 1114.3551296754301
2012-09-01 1118.9843347249198
2012-10-01 1123.8645331159400
2012-11-01 1128.5056691492100
2012-12-01 1130.7906330784301
2013-01-01 1132.8552357335500
2013-02-01 1137.8633377895500
2013-03-01 1142.0285343315400
2013-04-01 1144.1003994642401
2013-05-01 1146.1586923018100
2013-06-01 1149.5349250719698
2013-07-01 1152.3763560092600
2013-08-01 1156.7808938134100
2013-09-01 1160.0103008293100
2013-10-01 1164.0350341711000
2013-11-01 1167.0961926919001
2013-12-01 1168.4512533742698
2014-01-01 1171.3164592847000
2014-02-01 1173.3146400894500
2014-03-01 1176.5085630667500
2014-04-01 1180.7635164388698
2014-05-01 1185.2893250859402
2014-06-01 1186.6936079675302
2014-07-01 1188.5067937545300
2014-08-01 1197.4217393166300
2014-09-01 1200.9363890679500
2014-10-01 1208.0636947470200
2014-11-01 1207.0898311526100
2014-12-01 1212.4893342326400
2015-01-01 1217.6555310995000
2015-02-01 1221.6815922534200
2015-03-01 1223.2017018509500
2015-04-01 1226.7432551028098
2015-05-01 1230.0464302044802
2015-06-01 1233.0855198106801
2015-07-01 1235.3833649075100
2015-08-01 1239.3161774422700
2015-09-01 1243.4638349510199
2015-10-01 1246.0222753297400
2015-11-01 1248.8794801965200
2015-12-01 1252.8796598489300
2016-01-01 1255.9743986811100
2016-02-01 1258.5114109406100
2016-03-01 1261.0661923350000
2016-04-01 1264.0779222992300
2016-05-01 1262.8618619904500
2016-06-01 1266.1050937016198
2016-07-01 1270.0164584683100
2016-08-01 1271.8101670491699
2016-09-01 1275.5316099757700
2016-10-01 1275.2002193502000
2016-11-01 1275.7752695369600
2016-12-01 1276.6475534863000
2017-01-01 1279.0693516222800
2017-02-01 1281.8314020714600
2017-03-01 1287.5136963229800
2017-04-01 1287.4324036766100
2017-05-01 1290.5369272272500
2017-06-01 1294.7611065307600
2017-07-01 1294.3892512965401
2017-08-01 1295.6331444631900
2017-09-01 1298.8673755670100
2017-10-01 1300.9532867931000
2017-11-01 1305.0375237304100
2017-12-01 1309.5033495665200
2018-01-01 1310.7172929027400
2018-02-01 1312.4925465157100
2018-03-01 1319.1871330445100
2018-04-01 1320.5790595130900
2018-05-01 1323.3089905998900
2018-06-01 1327.5546707572300
2018-07-01 1327.9208986152300
2018-08-01 1329.9702505729200
2018-09-01 1328.1104027609600
2018-10-01 1330.5722523687900
2018-11-01 1333.1539732439200
2018-12-01 1334.3971134036099
2019-01-01 1337.3668491189999
2019-02-01 1340.8584113633501
2019-03-01 1341.6788506226800
2019-04-01 1347.7268125186700
2019-05-01 1352.8270662619300
2019-06-01 1356.6338867607599
2019-07-01 1360.1575814114300
2019-08-01 1363.0285507884900
2019-09-01 1363.2163892185001
2019-10-01 1365.3375360759400
2019-11-01 1369.0003484539600
2019-12-01 1370.9198383113300
2020-01-01 1374.4283231760098
2020-02-01 1373.6781611338800
2020-03-01 1368.0771980188902
2020-04-01 1185.8741366532402
2020-05-01 1210.0764434488500
2020-06-01 1241.0451699166500
2020-07-01 1254.3280292582500
2020-08-01 1266.2840004624200
2020-09-01 1278.7666345020698
2020-10-01 1294.2625146058099
2020-11-01 1294.4590578116500
2020-12-01 1285.1869766546800
2021-01-01 1297.1600747460700
2021-02-01 1307.9419400635700
2021-03-01 1316.0613371255200
2021-04-01 1322.3448739381402
2021-05-01 1329.0505280169000
2021-06-01 1337.4414121483000
2021-07-01 1347.3488012709402
2021-08-01 1347.2404879850098
2021-09-01 1352.6069528653200
2021-10-01 1367.8100855379900
2021-11-01 1376.6762565135000
2021-12-01 1382.4282535251400
2022-01-01 1386.8242294953302
2022-02-01 1392.8488822260700
2022-03-01 1398.3427437364200
2022-04-01 1409.9932856219300
2022-05-01 1409.7977013452403
2022-06-01 1405.8605727620902
2022-07-01 1411.7074891967902
2022-08-01 1416.5417475111599
2022-09-01 1416.1433818872600
2022-10-01 1423.0539189264100
2022-11-01 1428.4415678875500
2022-12-01 1428.8840092024600
2023-01-01 1434.1135823662600
2023-02-01 1435.5556924639100
2023-03-01 1440.9143124394200
2023-04-01 1448.0592533895500
2023-05-01 1449.0943074427100
2023-06-01 1453.1156082703000
2023-07-01 1451.4990102601598
2023-08-01 1452.1720108692200
2023-09-01 1449.8154733773200
2023-10-01 1446.5617656999000
2023-11-01 1444.5253873397698
2023-12-01 1447.8495498665000
2024-01-01 1445.5629987799100
2024-02-01 1449.5675254537100
2024-03-01 1453.9112844246500
2024-04-01 1443.9917203453301
2024-05-01 1446.1984543638000
2024-06-01 1447.4031430238700
2024-07-01 1448.2712754279400
2024-08-01 1449.2628186677698
2024-09-01 1457.1620718655200
2024-10-01 1458.3267731782400
2024-11-01 1458.4294978635300

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