Federal Reserve Economic Data

Table Data - All Employees: Private Service Providing in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)

Title All Employees: Private Service Providing in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
Series ID SMU27334600800000001SA
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 2025-12-01
Last Updated 2026-01-28 2:48 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
1990-01-01 933.036984143723
1990-02-01 936.489903516376
1990-03-01 937.655822226809
1990-04-01 936.646527440379
1990-05-01 937.223643987294
1990-06-01 939.154104391661
1990-07-01 940.462675434985
1990-08-01 943.122696034331
1990-09-01 942.016737210161
1990-10-01 941.034018833454
1990-11-01 942.653117254702
1990-12-01 941.739184771095
1991-01-01 938.113723976774
1991-02-01 933.837216963195
1991-03-01 935.833866224685
1991-04-01 932.188253215117
1991-05-01 934.758653655913
1991-06-01 937.061161295936
1991-07-01 937.595980373022
1991-08-01 938.755907080248
1991-09-01 939.207846350540
1991-10-01 940.076946331258
1991-11-01 940.506823092942
1991-12-01 941.546540622350
1992-01-01 946.347980565008
1992-02-01 947.529725114619
1992-03-01 949.895395232089
1992-04-01 954.960079423980
1992-05-01 956.966945138406
1992-06-01 955.348174424486
1992-07-01 960.758250518976
1992-08-01 964.084115058711
1992-09-01 965.824803980885
1992-10-01 968.566968763418
1992-11-01 970.721467289385
1992-12-01 972.912426580352
1993-01-01 974.182515407403
1993-02-01 975.861624110546
1993-03-01 976.754024401956
1993-04-01 983.797964337048
1993-05-01 982.717583708835
1993-06-01 984.943544058579
1993-07-01 988.386617910582
1993-08-01 989.830959417958
1993-09-01 990.440241064905
1993-10-01 1000.065057908410
1993-11-01 1001.862483329040
1993-12-01 1006.275184221030
1994-01-01 1011.073797106900
1994-02-01 1014.705886375680
1994-03-01 1018.208066008810
1994-04-01 1021.167129123030
1994-05-01 1022.633603945450
1994-06-01 1023.806493011560
1994-07-01 1023.410846019000
1994-08-01 1024.322003645010
1994-09-01 1026.932185887300
1994-10-01 1024.471004964190
1994-11-01 1030.927312704160
1994-12-01 1032.581016480580
1995-01-01 1041.521285557100
1995-02-01 1045.244524115340
1995-03-01 1046.849841813730
1995-04-01 1045.972062558430
1995-05-01 1048.398835924360
1995-06-01 1051.891490608490
1995-07-01 1055.451160584190
1995-08-01 1058.616193237100
1995-09-01 1058.305291987300
1995-10-01 1065.211123729160
1995-11-01 1067.604099191810
1995-12-01 1070.605131204010
1996-01-01 1072.486950770750
1996-02-01 1075.080956051450
1996-03-01 1077.515953233800
1996-04-01 1077.189098349690
1996-05-01 1079.330338545360
1996-06-01 1080.604645520790
1996-07-01 1082.111471417070
1996-08-01 1084.847387329980
1996-09-01 1084.951725814490
1996-10-01 1086.430915538610
1996-11-01 1092.762516462410
1996-12-01 1093.213756458380
1997-01-01 1091.743484051810
1997-02-01 1094.594867130600
1997-03-01 1096.444404523790
1997-04-01 1097.902515948280
1997-05-01 1101.257367830260
1997-06-01 1103.596026610530
1997-07-01 1116.328323431530
1997-08-01 1117.162880470580
1997-09-01 1121.450550723340
1997-10-01 1122.053206528900
1997-11-01 1123.490954985220
1997-12-01 1126.975512468610
1998-01-01 1128.141210849300
1998-02-01 1131.022688210220
1998-03-01 1132.723229622500
1998-04-01 1138.297093848640
1998-05-01 1139.983711223370
1998-06-01 1141.660043401460
1998-07-01 1143.671876962420
1998-08-01 1146.551242909850
1998-09-01 1133.815536211010
1998-10-01 1147.832459885110
1998-11-01 1151.833755549810
1998-12-01 1154.123403075830
1999-01-01 1153.767972805470
1999-02-01 1156.237700862200
1999-03-01 1158.831154278540
1999-04-01 1167.757858872070
1999-05-01 1167.552327257430
1999-06-01 1168.471119834520
1999-07-01 1174.824947484340
1999-08-01 1177.910138033690
1999-09-01 1172.795389521680
1999-10-01 1186.157822201090
1999-11-01 1186.486692310890
1999-12-01 1191.101166287850
2000-01-01 1193.683093386870
2000-02-01 1195.961257584190
2000-03-01 1198.740127306040
2000-04-01 1200.835178166070
2000-05-01 1198.752910256800
2000-06-01 1205.317345550730
2000-07-01 1207.851411071540
2000-08-01 1209.546830481830
2000-09-01 1212.208843230330
2000-10-01 1214.398203293180
2000-11-01 1215.832681702610
2000-12-01 1216.119217881380
2001-01-01 1222.837389883350
2001-02-01 1221.066613369370
2001-03-01 1221.553028342050
2001-04-01 1217.970156975610
2001-05-01 1216.082111809300
2001-06-01 1216.431256134910
2001-07-01 1213.100517850840
2001-08-01 1212.032570240650
2001-09-01 1207.477253124080
2001-10-01 1206.143195487230
2001-11-01 1206.259988707170
2001-12-01 1202.102583736470
2002-01-01 1201.419825101410
2002-02-01 1198.790546482590
2002-03-01 1196.583943378950
2002-04-01 1195.558306130470
2002-05-01 1195.143045974030
2002-06-01 1195.547931919150
2002-07-01 1197.889096623400
2002-08-01 1198.694824469100
2002-09-01 1199.045492164830
2002-10-01 1197.847510479170
2002-11-01 1199.709471593890
2002-12-01 1198.686845486370
2003-01-01 1204.805613833560
2003-02-01 1206.041142393430
2003-03-01 1204.211428535890
2003-04-01 1204.723435249090
2003-05-01 1204.755150047140
2003-06-01 1202.624469469930
2003-07-01 1204.292390443090
2003-08-01 1205.616600940960
2003-09-01 1207.707063065100
2003-10-01 1207.741926537350
2003-11-01 1206.715516116460
2003-12-01 1207.555342047560
2004-01-01 1208.249012854290
2004-02-01 1209.030926379210
2004-03-01 1209.161132299080
2004-04-01 1221.091920019350
2004-05-01 1219.586853918800
2004-06-01 1222.342019114530
2004-07-01 1222.537410514350
2004-08-01 1221.211316296320
2004-09-01 1221.427543217780
2004-10-01 1224.548027515660
2004-11-01 1223.827438405030
2004-12-01 1226.458676153850
2005-01-01 1222.083920981680
2005-02-01 1224.897106014230
2005-03-01 1225.833704297010
2005-04-01 1237.460073418000
2005-05-01 1237.905204463050
2005-06-01 1237.779068577890
2005-07-01 1240.415198150150
2005-08-01 1243.672002391820
2005-09-01 1249.504611759820
2005-10-01 1252.279817860420
2005-11-01 1256.186420373150
2005-12-01 1259.284748325550
2006-01-01 1262.772518489360
2006-02-01 1262.984401236810
2006-03-01 1265.832198106050
2006-04-01 1266.215929882730
2006-05-01 1265.433228933270
2006-06-01 1271.008621280670
2006-07-01 1266.160776032290
2006-08-01 1267.823400606210
2006-09-01 1267.932642397350
2006-10-01 1265.507472355170
2006-11-01 1273.053470683440
2006-12-01 1274.449622969150
2007-01-01 1283.000525861730
2007-02-01 1286.591149909980
2007-03-01 1286.440861178520
2007-04-01 1284.485985732430
2007-05-01 1285.083293533220
2007-06-01 1288.557420339620
2007-07-01 1287.324744939730
2007-08-01 1288.400532514510
2007-09-01 1287.441805878100
2007-10-01 1286.162776340550
2007-11-01 1289.511485387310
2007-12-01 1289.337195637200
2008-01-01 1290.532320661180
2008-02-01 1293.052704461230
2008-03-01 1293.616868794090
2008-04-01 1288.701980239620
2008-05-01 1286.263248649950
2008-06-01 1286.849582658850
2008-07-01 1288.452445830050
2008-08-01 1287.040726539430
2008-09-01 1284.481770011300
2008-10-01 1280.536295349000
2008-11-01 1274.185950909510
2008-12-01 1269.039642848400
2009-01-01 1261.954488664390
2009-02-01 1255.295771570020
2009-03-01 1248.579379725630
2009-04-01 1246.415049840590
2009-05-01 1243.164230681230
2009-06-01 1237.376904878220
2009-07-01 1234.564713612110
2009-08-01 1231.478504210350
2009-09-01 1229.246569799280
2009-10-01 1231.719808456670
2009-11-01 1230.998190438790
2009-12-01 1231.920251251010
2010-01-01 1229.143548144530
2010-02-01 1230.220882341300
2010-03-01 1232.063643854220
2010-04-01 1242.630886430080
2010-05-01 1240.597124914090
2010-06-01 1241.658586984170
2010-07-01 1243.584712412980
2010-08-01 1244.526082026910
2010-09-01 1244.207317569830
2010-10-01 1248.640938858460
2010-11-01 1249.781444641690
2010-12-01 1249.922039505550
2011-01-01 1257.095190447520
2011-02-01 1259.084694720130
2011-03-01 1262.956406058610
2011-04-01 1273.462960270980
2011-05-01 1271.918765500580
2011-06-01 1271.207197639640
2011-07-01 1276.502776394190
2011-08-01 1279.948916199100
2011-09-01 1289.291278221510
2011-10-01 1284.154763974160
2011-11-01 1287.246870645150
2011-12-01 1289.157510784690
2012-01-01 1290.662369026290
2012-02-01 1292.683611933330
2012-03-01 1297.130194883250
2012-04-01 1295.991680150180
2012-05-01 1294.001133189600
2012-06-01 1295.312553381550
2012-07-01 1295.752056384110
2012-08-01 1297.459753301010
2012-09-01 1304.678419317520
2012-10-01 1305.272312233840
2012-11-01 1308.904474240420
2012-12-01 1307.101585502600
2013-01-01 1317.373950051480
2013-02-01 1321.455069929110
2013-03-01 1322.530715040070
2013-04-01 1317.860998177550
2013-05-01 1321.756248308650
2013-06-01 1325.545908460540
2013-07-01 1325.856127875090
2013-08-01 1329.406046199690
2013-09-01 1332.571668634360
2013-10-01 1334.752745333460
2013-11-01 1334.537656423040
2013-12-01 1336.334795091990
2014-01-01 1333.914315380940
2014-02-01 1334.902139893290
2014-03-01 1335.447796990470
2014-04-01 1337.736106865690
2014-05-01 1341.963859807040
2014-06-01 1344.413930419470
2014-07-01 1346.631505465300
2014-08-01 1349.136813915100
2014-09-01 1349.775896357860
2014-10-01 1350.875111391350
2014-11-01 1353.687835864600
2014-12-01 1354.993929519220
2015-01-01 1354.183727268930
2015-02-01 1356.762462287930
2015-03-01 1360.958451703700
2015-04-01 1364.710313331320
2015-05-01 1368.741005490210
2015-06-01 1369.385391092000
2015-07-01 1370.213456464300
2015-08-01 1371.604501408400
2015-09-01 1371.233601917750
2015-10-01 1375.112479703220
2015-11-01 1377.505722847830
2015-12-01 1378.975076677170
2016-01-01 1382.072020162840
2016-02-01 1385.618271137060
2016-03-01 1386.617360541500
2016-04-01 1395.296121723060
2016-05-01 1392.583040662480
2016-06-01 1389.853172143710
2016-07-01 1401.316497934430
2016-08-01 1404.321126894810
2016-09-01 1405.557995097710
2016-10-01 1404.080953748610
2016-11-01 1407.512551520320
2016-12-01 1411.242553367630
2017-01-01 1416.340633141170
2017-02-01 1417.795686635330
2017-03-01 1424.073777264040
2017-04-01 1422.023285933630
2017-05-01 1420.214855436350
2017-06-01 1425.027004758900
2017-07-01 1423.423243577920
2017-08-01 1424.550311911190
2017-09-01 1427.505777578630
2017-10-01 1425.571116521070
2017-11-01 1427.554231671270
2017-12-01 1430.666417455090
2018-01-01 1441.220836136080
2018-02-01 1442.313220004000
2018-03-01 1440.369922130710
2018-04-01 1435.304017428150
2018-05-01 1440.171662306060
2018-06-01 1440.118794379410
2018-07-01 1442.464551362120
2018-08-01 1442.904944898500
2018-09-01 1445.328119520880
2018-10-01 1445.440091709500
2018-11-01 1449.064538595590
2018-12-01 1448.462441309990
2019-01-01 1449.041237845990
2019-02-01 1448.809356377230
2019-03-01 1446.787396700110
2019-04-01 1448.620240615660
2019-05-01 1450.122304582110
2019-06-01 1451.714711096090
2019-07-01 1451.019848074400
2019-08-01 1454.099756170300
2019-09-01 1450.405209835270
2019-10-01 1456.202371452580
2019-11-01 1457.633964343580
2019-12-01 1460.562152583710
2020-01-01 1463.408153563780
2020-02-01 1462.415486535500
2020-03-01 1447.576011778160
2020-04-01 1201.446437145240
2020-05-01 1217.704130674740
2020-06-01 1270.996938435890
2020-07-01 1298.397875341380
2020-08-01 1314.693498267640
2020-09-01 1319.654014266020
2020-10-01 1344.783670192020
2020-11-01 1346.781058950130
2020-12-01 1314.799088321270
2021-01-01 1347.188034418240
2021-02-01 1354.136546811670
2021-03-01 1359.148541508660
2021-04-01 1364.316599653980
2021-05-01 1366.076363086990
2021-06-01 1367.127989984730
2021-07-01 1377.097564643620
2021-08-01 1379.689495682860
2021-09-01 1366.214156688660
2021-10-01 1391.033614949770
2021-11-01 1394.631870740250
2021-12-01 1398.949073541230
2022-01-01 1398.619265412270
2022-02-01 1405.312711152840
2022-03-01 1399.408305687190
2022-04-01 1411.228423277350
2022-05-01 1409.803331246130
2022-06-01 1405.560642440490
2022-07-01 1414.826826401180
2022-08-01 1415.682785536580
2022-09-01 1412.814974631140
2022-10-01 1414.217078594320
2022-11-01 1416.701261997460
2022-12-01 1418.095301783110
2023-01-01 1429.289765218870
2023-02-01 1428.993901391930
2023-03-01 1428.419173382990
2023-04-01 1428.353724512810
2023-05-01 1431.406822203420
2023-06-01 1434.343387046890
2023-07-01 1433.554128897070
2023-08-01 1433.796496444920
2023-09-01 1434.374846831740
2023-10-01 1433.815339901910
2023-11-01 1434.821360706210
2023-12-01 1432.796556981130
2024-01-01 1434.972559338930
2024-02-01 1434.951881235840
2024-03-01 1438.385542787700
2024-04-01 1440.671923227290
2024-05-01 1440.216371514220
2024-06-01 1438.485835548150
2024-07-01 1438.330205320930
2024-08-01 1437.915410499720
2024-09-01 1440.236058518520
2024-10-01 1444.124031379220
2024-11-01 1443.752798850760
2024-12-01 1442.019306017070
2025-01-01 1443.507983733500
2025-02-01 1441.359492429200
2025-03-01 1443.673284641810
2025-04-01 1441.004136870300
2025-05-01 1443.593904781120
2025-06-01 1445.677430322830
2025-07-01 1444.209855737100
2025-08-01 1447.383225804290
2025-09-01 1447.955526466090
2025-10-01 1445.684719783980
2025-11-01 1445.064572480490
2025-12-01 1447.795472479600

Back to Top