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 2024-10-01
Last Updated 2024-11-20 6:48 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
1990-07-01 726.3598395924280
1990-08-01 731.7551817514280
1990-09-01 734.6064837095190
1990-10-01 732.9691320098599
1990-11-01 736.5319761543740
1990-12-01 735.3884689813451
1991-01-01 733.9607113290809
1991-02-01 734.2572007270390
1991-03-01 735.4985306325930
1991-04-01 735.8714973767171
1991-05-01 736.8837026781911
1991-06-01 738.6521580475160
1991-07-01 737.7231325021960
1991-08-01 738.5957688357311
1991-09-01 741.6734424535339
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
1992-09-01 765.6478379975120
1992-10-01 767.6869129244659
1992-11-01 768.3701233593440
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
1993-11-01 796.4400783709570
1993-12-01 799.4101037456630
1994-01-01 802.7070512407179
1994-02-01 806.2491783421230
1994-03-01 808.5723575230300
1994-04-01 816.0145121093710
1994-05-01 815.9453900849540
1994-06-01 817.7272293878850
1994-07-01 821.4895964570630
1994-08-01 825.3188643720190
1994-09-01 827.8033774514951
1994-10-01 830.5382641836860
1994-11-01 834.6623268537339
1994-12-01 839.8568236869651
1995-01-01 840.0028294683051
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
1995-09-01 862.6454596477290
1995-10-01 863.7253219016201
1995-11-01 864.8927152238080
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
1996-09-01 889.0798741341431
1996-10-01 890.4471147713070
1996-11-01 895.1559234422620
1996-12-01 895.9012513734740
1997-01-01 903.4905792570790
1997-02-01 906.7050301184911
1997-03-01 908.8118264864661
1997-04-01 912.0739796678309
1997-05-01 914.0851187332200
1997-06-01 917.4589125906180
1997-07-01 919.9737212648670
1997-08-01 923.8111808966820
1997-09-01 926.5150842920830
1997-10-01 929.3584571326280
1997-11-01 933.9621778726730
1997-12-01 936.5336916146449
1998-01-01 939.2699565366410
1998-02-01 940.4701897763770
1998-03-01 943.4728235962260
1998-04-01 945.8729885821650
1998-05-01 948.8039152989510
1998-06-01 950.8484047479731
1998-07-01 955.3697018322050
1998-08-01 957.0425029804111
1998-09-01 958.7185317303700
1998-10-01 965.5863731515519
1998-11-01 967.4230938313880
1998-12-01 970.8424892554269
1999-01-01 975.0631648737120
1999-02-01 981.0964866444591
1999-03-01 980.6978562954530
1999-04-01 984.4396091673420
1999-05-01 986.7651468528770
1999-06-01 988.9907812106740
1999-07-01 992.0830300386690
1999-08-01 991.6102290239160
1999-09-01 994.6175651395590
1999-10-01 1000.1111981212000
1999-11-01 1002.9826184367901
1999-12-01 1008.3053569819400
2000-01-01 1010.4657191349199
2000-02-01 1014.5348180673101
2000-03-01 1018.6701361090500
2000-04-01 1022.0157756313301
2000-05-01 1025.4616933237900
2000-06-01 1028.4215566367200
2000-07-01 1032.5850517797800
2000-08-01 1034.9945446950000
2000-09-01 1038.0332908798200
2000-10-01 1037.3399813768300
2000-11-01 1040.7335319687402
2000-12-01 1042.7768572462000
2001-01-01 1043.0330034540700
2001-02-01 1042.2049315793200
2001-03-01 1041.2395133578300
2001-04-01 1036.9547375693198
2001-05-01 1034.0639761114699
2001-06-01 1036.4197452125900
2001-07-01 1032.0752678484200
2001-08-01 1029.6925492531200
2001-09-01 1025.1376911920900
2001-10-01 1019.5581498460199
2001-11-01 1015.7213854264400
2001-12-01 1011.0352656982001
2002-01-01 1006.2834305278801
2002-02-01 1005.4452077706301
2002-03-01 1004.2976674914500
2002-04-01 1007.3504131034300
2002-05-01 1007.7394238540200
2002-06-01 1007.2444355534699
2002-07-01 1003.9270279788500
2002-08-01 1006.0118591337500
2002-09-01 1004.2325333378999
2002-10-01 1004.1103477473500
2002-11-01 1005.7614384542501
2002-12-01 1004.8981795998900
2003-01-01 1008.2200240604901
2003-02-01 1005.3018423016301
2003-03-01 1001.4553970156801
2003-04-01 999.2709128808530
2003-05-01 998.2646495912891
2003-06-01 997.6098791562340
2003-07-01 997.8812667953330
2003-08-01 999.8600412467090
2003-09-01 998.9501087812560
2003-10-01 1001.6945955274001
2003-11-01 1000.0976770498900
2003-12-01 1000.2588815289000
2004-01-01 1001.6219326166000
2004-02-01 1001.4800067111399
2004-03-01 1005.0921857319500
2004-04-01 1010.7379444918699
2004-05-01 1009.0237732771901
2004-06-01 1010.1320655238700
2004-07-01 1011.3707794485301
2004-08-01 1010.8709661948200
2004-09-01 1012.8512199897999
2004-10-01 1014.4986971721100
2004-11-01 1015.4829534852400
2004-12-01 1017.3078826400200
2005-01-01 1017.9708752352001
2005-02-01 1020.3774680018400
2005-03-01 1022.4353151832700
2005-04-01 1025.1725609425800
2005-05-01 1025.2008168224500
2005-06-01 1026.0374063015500
2005-07-01 1029.1118136303598
2005-08-01 1026.7586722819099
2005-09-01 1033.4970729370200
2005-10-01 1033.6610149509700
2005-11-01 1034.8003795718400
2005-12-01 1037.8570953168400
2006-01-01 1038.7123201303100
2006-02-01 1039.9292485089802
2006-03-01 1041.5409180797099
2006-04-01 1042.3987944322198
2006-05-01 1044.7828975273700
2006-06-01 1049.6418864589100
2006-07-01 1049.2811697902700
2006-08-01 1051.4447537051801
2006-09-01 1052.8897029898800
2006-10-01 1054.5541127519900
2006-11-01 1057.8632458029401
2006-12-01 1060.5402257939802
2007-01-01 1063.9259350615800
2007-02-01 1066.5344125521100
2007-03-01 1070.5943566820700
2007-04-01 1071.8797985291400
2007-05-01 1074.5985562528200
2007-06-01 1078.3964332929500
2007-07-01 1078.0622533914500
2007-08-01 1079.4734619775200
2007-09-01 1082.2593242118900
2007-10-01 1082.7872897014500
2007-11-01 1086.0235666525100
2007-12-01 1088.6244376875100
2008-01-01 1090.3531081212500
2008-02-01 1093.4905958903300
2008-03-01 1094.2407546166100
2008-04-01 1094.6675718395600
2008-05-01 1093.4977470235700
2008-06-01 1094.3146244447100
2008-07-01 1093.8534193898402
2008-08-01 1096.5228282393800
2008-09-01 1093.3749788408000
2008-10-01 1090.0424249125600
2008-11-01 1086.5795740030198
2008-12-01 1082.3456561362500
2009-01-01 1078.6271278523800
2009-02-01 1071.1593990049198
2009-03-01 1066.6412283324900
2009-04-01 1062.7573526927200
2009-05-01 1061.1661588111901
2009-06-01 1057.7937367401500
2009-07-01 1055.9125479677900
2009-08-01 1054.4050056433500
2009-09-01 1054.1977650013500
2009-10-01 1055.3938190821900
2009-11-01 1053.6181698443700
2009-12-01 1053.6726519106400
2010-01-01 1052.4126682007002
2010-02-01 1055.7083372958900
2010-03-01 1057.3074658001600
2010-04-01 1059.2908206855100
2010-05-01 1062.7677450099400
2010-06-01 1062.4103895180901
2010-07-01 1065.7672974821300
2010-08-01 1065.3182214202802
2010-09-01 1065.4310283219400
2010-10-01 1069.0292811890301
2010-11-01 1069.9075974236200
2010-12-01 1070.0655121834500
2011-01-01 1072.9642766345900
2011-02-01 1074.3524649435600
2011-03-01 1074.9796348033400
2011-04-01 1080.4060861225998
2011-05-01 1080.9774081440500
2011-06-01 1081.7300608566100
2011-07-01 1081.8184199307800
2011-08-01 1084.4673515166498
2011-09-01 1088.6492755714600
2011-10-01 1086.2640271973800
2011-11-01 1089.8279403397800
2011-12-01 1093.5334875806200
2012-01-01 1096.0853284159000
2012-02-01 1098.6169437434300
2012-03-01 1103.9021944585200
2012-04-01 1105.6369563332400
2012-05-01 1107.7422276798500
2012-06-01 1113.0236138483099
2012-07-01 1114.4251624931000
2012-08-01 1114.3552708055900
2012-09-01 1118.9844420193100
2012-10-01 1123.8649253750698
2012-11-01 1128.5060358796002
2012-12-01 1130.7907066527700
2013-01-01 1132.8551621218598
2013-02-01 1137.8627201635100
2013-03-01 1142.0282800652099
2013-04-01 1144.1002116159000
2013-05-01 1146.1593170208500
2013-06-01 1149.5339279301900
2013-07-01 1152.3763877469698
2013-08-01 1156.7811133097900
2013-09-01 1160.0106449483600
2013-10-01 1164.0358997906400
2013-11-01 1167.0969556652600
2013-12-01 1168.4514016108901
2014-01-01 1171.3162649425901
2014-02-01 1173.3135646727300
2014-03-01 1176.5068262861500
2014-04-01 1180.7634478164698
2014-05-01 1185.2910732961800
2014-06-01 1186.6915690821400
2014-07-01 1188.5070164125600
2014-08-01 1197.4223135058300
2014-09-01 1200.9373108470600
2014-10-01 1208.0650541554700
2014-11-01 1207.0911710678900
2014-12-01 1212.4902890834198
2015-01-01 1217.6564314553900
2015-02-01 1221.6758070210199
2015-03-01 1223.1994896628800
2015-04-01 1226.7437937713600
2015-05-01 1230.0493162520900
2015-06-01 1233.0821110881500
2015-07-01 1235.3838490769600
2015-08-01 1239.3172914523300
2015-09-01 1243.4656702000600
2015-10-01 1246.0246381576699
2015-11-01 1248.8818615202500
2015-12-01 1252.8815994213800
2016-01-01 1255.9762039721302
2016-02-01 1258.5002925685499
2016-03-01 1261.0632521506500
2016-04-01 1264.0789030554402
2016-05-01 1262.8649696237700
2016-06-01 1266.1003873965300
2016-07-01 1270.0170245645500
2016-08-01 1271.8119434631300
2016-09-01 1275.5348654808301
2016-10-01 1275.2041489565900
2016-11-01 1275.7789914795000
2016-12-01 1276.6509420427600
2017-01-01 1279.0727319819900
2017-02-01 1281.8158228622901
2017-03-01 1287.5093235734800
2017-04-01 1287.4337732552500
2017-05-01 1290.5396524649500
2017-06-01 1294.7516026446601
2017-07-01 1294.3894448413800
2017-08-01 1295.6344383498401
2017-09-01 1298.8694157276400
2017-10-01 1300.9697315858300
2017-11-01 1305.0403339573600
2017-12-01 1309.5064671271500
2018-01-01 1310.7218646787198
2018-02-01 1312.4783605120099
2018-03-01 1319.1801280253098
2018-04-01 1320.5795836072000
2018-05-01 1323.3081752410199
2018-06-01 1327.5365652011400
2018-07-01 1327.9174215385099
2018-08-01 1329.9799137705900
2018-09-01 1328.1072871344200
2018-10-01 1330.6031906447900
2018-11-01 1333.1562071182000
2018-12-01 1334.4003578184500
2019-01-01 1337.3736488172099
2019-02-01 1340.8453606505900
2019-03-01 1341.6715498440400
2019-04-01 1347.7214507692200
2019-05-01 1352.8327418786100
2019-06-01 1356.5677860632200
2019-07-01 1360.1666841885600
2019-08-01 1363.0619241234100
2019-09-01 1363.2186499012300
2019-10-01 1365.3901040272600
2019-11-01 1369.0043641514399
2019-12-01 1370.9180570997198
2020-01-01 1374.4280468607400
2020-02-01 1373.6625018299000
2020-03-01 1368.0601982968400
2020-04-01 1185.8513858867900
2020-05-01 1210.0759588575000
2020-06-01 1240.9411405079100
2020-07-01 1254.3576363769800
2020-08-01 1266.3603544815500
2020-09-01 1278.8022693751100
2020-10-01 1294.3382725116000
2020-11-01 1294.4671513482600
2020-12-01 1285.1762447748500
2021-01-01 1297.1409231978998
2021-02-01 1307.9023966984800
2021-03-01 1316.0184256872699
2021-04-01 1322.2935640722900
2021-05-01 1329.0058740333100
2021-06-01 1337.2692525636699
2021-07-01 1347.4140002314200
2021-08-01 1347.3992480637000
2021-09-01 1352.7593595382302
2021-10-01 1367.9917016488698
2021-11-01 1376.6236928673497
2021-12-01 1382.3968954859802
2022-01-01 1386.7911632388200
2022-02-01 1392.7446832407700
2022-03-01 1398.2450940301400
2022-04-01 1409.8880066828900
2022-05-01 1409.6540621298902
2022-06-01 1405.6511165409602
2022-07-01 1411.8254186265900
2022-08-01 1416.8309373387400
2022-09-01 1416.4796374866100
2022-10-01 1423.3650372906800
2022-11-01 1428.2148326805500
2022-12-01 1428.8362561576900
2023-01-01 1434.0759687678600
2023-02-01 1435.3735920613600
2023-03-01 1440.7659482271900
2023-04-01 1447.9097457889402
2023-05-01 1448.8486201085200
2023-06-01 1452.8638869995498
2023-07-01 1451.6853591341000
2023-08-01 1452.5971735353100
2023-09-01 1450.3664077377698
2023-10-01 1447.0204885060800
2023-11-01 1444.0271052194300
2023-12-01 1447.7902748033800
2024-01-01 1445.5348767136100
2024-02-01 1449.3196372367500
2024-03-01 1453.7239491974200
2024-04-01 1443.8064184175500
2024-05-01 1445.8779944974300
2024-06-01 1447.1737432575900
2024-07-01 1448.5285374398100
2024-08-01 1449.8072351917801
2024-09-01 1457.8909786180700
2024-10-01 1460.1888990665400

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