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 2024-11-01
Last Updated 2024-12-21 5:32 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
1990-01-01 934.3512047584289
1990-02-01 938.1347314902440
1990-03-01 939.1861096848129
1990-04-01 938.3390365789501
1990-05-01 938.8590822693809
1990-06-01 940.8342488116299
1990-07-01 942.1740012488360
1990-08-01 944.6770232897560
1990-09-01 943.7155793909710
1990-10-01 942.6824530937109
1990-11-01 944.3543410310621
1990-12-01 943.6229825110539
1991-01-01 939.9337587100560
1991-02-01 935.6786676783140
1991-03-01 937.5786701217909
1991-04-01 934.0601649474210
1991-05-01 936.4972522137700
1991-06-01 938.7379029786740
1991-07-01 939.5008501511200
1991-08-01 940.4151682465531
1991-09-01 941.1350420591780
1991-10-01 941.8311820999111
1991-11-01 942.3054975651080
1991-12-01 943.3413316636830
1992-01-01 948.2116324968210
1992-02-01 949.3846790266150
1992-03-01 951.9373676106490
1992-04-01 956.9314011208161
1992-05-01 958.9466622411670
1992-06-01 956.9226645353670
1992-07-01 962.3333452632719
1992-08-01 965.8899806789210
1992-09-01 968.1122259628970
1992-10-01 970.4724268237261
1992-11-01 972.5787868804221
1992-12-01 974.5985018508870
1993-01-01 975.6638444180220
1993-02-01 977.6242706653350
1993-03-01 978.4136574780310
1993-04-01 985.4060599542121
1993-05-01 984.5678607454699
1993-06-01 986.7308950650390
1993-07-01 990.3450166535810
1993-08-01 991.5539717820469
1993-09-01 993.1375493760460
1993-10-01 1002.0171807414500
1993-11-01 1003.6338942228599
1993-12-01 1008.1394438017401
1994-01-01 1012.7629703983600
1994-02-01 1016.5956369876401
1994-03-01 1019.9027349952802
1994-04-01 1023.1580559818401
1994-05-01 1024.6479473896302
1994-06-01 1025.8491520372000
1994-07-01 1025.1811730535198
1994-08-01 1025.8736452614000
1994-09-01 1029.4966950061500
1994-10-01 1026.1181688719800
1994-11-01 1032.6934165559599
1994-12-01 1034.3039400317000
1995-01-01 1042.9631512510200
1995-02-01 1047.2435402759402
1995-03-01 1048.5501980352600
1995-04-01 1048.0659887071200
1995-05-01 1050.3675361533599
1995-06-01 1054.2114100244000
1995-07-01 1057.1344348857000
1995-08-01 1059.9765233935800
1995-09-01 1061.1355459537900
1995-10-01 1066.4689197255900
1995-11-01 1068.9920077493302
1995-12-01 1072.4937468253802
1996-01-01 1074.1021097957900
1996-02-01 1077.0061707919000
1996-03-01 1079.4007337613300
1996-04-01 1079.3711009907302
1996-05-01 1082.0143470498801
1996-06-01 1083.1842137019100
1996-07-01 1083.8291278591800
1996-08-01 1085.9603250032900
1996-09-01 1087.9114401689200
1996-10-01 1088.1182960768100
1996-11-01 1094.2587448959800
1996-12-01 1094.6443648989400
1997-01-01 1093.5208647593500
1997-02-01 1096.5078815768600
1997-03-01 1098.9102303932500
1997-04-01 1100.3074280636200
1997-05-01 1103.8364241061200
1997-06-01 1106.1939881605200
1997-07-01 1117.9600713644400
1997-08-01 1118.0834460197900
1997-09-01 1124.4541703998400
1997-10-01 1123.7864320655600
1997-11-01 1124.8690673123700
1997-12-01 1128.6674607209100
1998-01-01 1129.8905938056400
1998-02-01 1133.0120464834802
1998-03-01 1134.9737821445501
1998-04-01 1140.5238637790100
1998-05-01 1142.5125427944502
1998-06-01 1144.4548516244900
1998-07-01 1145.3369679331500
1998-08-01 1147.5786185874600
1998-09-01 1136.6312816141601
1998-10-01 1149.7809967347300
1998-11-01 1153.0714435049200
1998-12-01 1155.7224859476300
1999-01-01 1155.4996256906300
1999-02-01 1158.0654583121500
1999-03-01 1161.0217966922800
1999-04-01 1169.9669841213301
1999-05-01 1169.7369647560402
1999-06-01 1171.4999750348100
1999-07-01 1176.4518136065100
1999-08-01 1178.8396234042100
1999-09-01 1175.2403960051100
1999-10-01 1188.2574498409801
1999-11-01 1187.9631757788302
1999-12-01 1192.8996727689600
2000-01-01 1195.3354124521200
2000-02-01 1197.8410793276000
2000-03-01 1200.5930747328600
2000-04-01 1202.8214595873000
2000-05-01 1201.0925134906900
2000-06-01 1207.5567561822200
2000-07-01 1209.4546195848600
2000-08-01 1210.9626635453500
2000-09-01 1214.8387362411302
2000-10-01 1216.8286847087600
2000-11-01 1217.6221942870900
2000-12-01 1218.2098937614699
2001-01-01 1224.8158991121800
2001-02-01 1222.9090100229300
2001-03-01 1223.4852630591600
2001-04-01 1220.0991085222400
2001-05-01 1218.1072527929598
2001-06-01 1218.4814462574000
2001-07-01 1214.9540904915600
2001-08-01 1213.8121294780901
2001-09-01 1209.8832669186400
2001-10-01 1208.4341515683197
2001-11-01 1208.0854219185100
2001-12-01 1204.0133658040302
2002-01-01 1204.0168910225600
2002-02-01 1201.1476901957801
2002-03-01 1199.2401447535601
2002-04-01 1197.7719461640100
2002-05-01 1197.6300797776200
2002-06-01 1198.0641113671302
2002-07-01 1199.9352509647501
2002-08-01 1200.7220722380400
2002-09-01 1201.2747032213001
2002-10-01 1200.1376141163800
2002-11-01 1201.8258207439500
2002-12-01 1200.9746928037700
2003-01-01 1206.4966101664700
2003-02-01 1208.1251531871699
2003-03-01 1206.0427928559698
2003-04-01 1206.7778056376400
2003-05-01 1206.6131452882198
2003-06-01 1204.8602274081000
2003-07-01 1206.3938214330099
2003-08-01 1207.8137050969901
2003-09-01 1209.5555198815800
2003-10-01 1209.6679851541900
2003-11-01 1208.5930827673300
2003-12-01 1209.7876958481900
2004-01-01 1210.1738499714700
2004-02-01 1210.7278984055802
2004-03-01 1211.1320511196700
2004-04-01 1223.0694690445200
2004-05-01 1221.6054342048900
2004-06-01 1224.3132676550100
2004-07-01 1224.6209563233301
2004-08-01 1223.2942375806200
2004-09-01 1223.6737431696600
2004-10-01 1226.6391771825301
2004-11-01 1225.6885812630699
2004-12-01 1228.6449371609300
2005-01-01 1223.9353723807699
2005-02-01 1226.7161711433900
2005-03-01 1227.8495352333400
2005-04-01 1239.4519914011100
2005-05-01 1239.7840956307500
2005-06-01 1239.7058969779598
2005-07-01 1242.2835723181900
2005-08-01 1245.4575630981500
2005-09-01 1251.3566349416099
2005-10-01 1254.1521925325699
2005-11-01 1258.2421121761301
2005-12-01 1261.2066359958800
2006-01-01 1264.5477981503100
2006-02-01 1264.8040150250301
2006-03-01 1267.4867552406900
2006-04-01 1267.8061002128100
2006-05-01 1267.2695006241900
2006-06-01 1272.8994694160700
2006-07-01 1267.9099302423100
2006-08-01 1269.6136412981200
2006-09-01 1269.6986467074000
2006-10-01 1267.3793810012900
2006-11-01 1274.8145780075200
2006-12-01 1276.3971994385600
2007-01-01 1284.8886901546700
2007-02-01 1288.4223562180000
2007-03-01 1288.4286271525600
2007-04-01 1286.5916192228900
2007-05-01 1286.8734822891600
2007-06-01 1290.4856648103098
2007-07-01 1289.2514289022301
2007-08-01 1290.2977110308900
2007-09-01 1289.3106583979700
2007-10-01 1288.2323127387500
2007-11-01 1291.5760568109300
2007-12-01 1291.2795757426700
2008-01-01 1292.5351863105600
2008-02-01 1294.8679522051400
2008-03-01 1295.6288670593500
2008-04-01 1290.6001683371400
2008-05-01 1288.1504504778600
2008-06-01 1288.6400439705099
2008-07-01 1290.1666173993100
2008-08-01 1288.8477955058200
2008-09-01 1286.2644292278399
2008-10-01 1282.3085194747698
2008-11-01 1275.9708688339600
2008-12-01 1270.9052527722900
2009-01-01 1263.6525913744700
2009-02-01 1257.0154235686300
2009-03-01 1250.2839627607800
2009-04-01 1247.9875864224700
2009-05-01 1245.1761057476301
2009-06-01 1238.8893262432598
2009-07-01 1236.3802975814600
2009-08-01 1233.2862046198100
2009-09-01 1231.0588104219800
2009-10-01 1233.3781473335000
2009-11-01 1232.7028250590100
2009-12-01 1234.0596507491100
2010-01-01 1230.8386217028300
2010-02-01 1231.8261799030500
2010-03-01 1233.8498789826801
2010-04-01 1244.4750821742300
2010-05-01 1242.3497301378900
2010-06-01 1243.4667828737200
2010-07-01 1245.5077032843699
2010-08-01 1246.2422837634500
2010-09-01 1246.0450689543200
2010-10-01 1250.4032194042402
2010-11-01 1251.4961639995300
2010-12-01 1251.9170566173900
2011-01-01 1259.0076081053200
2011-02-01 1261.0805565223300
2011-03-01 1264.7137057299400
2011-04-01 1275.2694738489700
2011-05-01 1273.7268297763800
2011-06-01 1272.9175972268800
2011-07-01 1278.3405989946500
2011-08-01 1281.7708322572900
2011-09-01 1291.3615719933800
2011-10-01 1286.1385019905600
2011-11-01 1289.1584984389000
2011-12-01 1290.9936643428698
2012-01-01 1292.6828380888900
2012-02-01 1294.5376318099100
2012-03-01 1298.7606590524500
2012-04-01 1297.8679232575400
2012-05-01 1295.7582944283200
2012-06-01 1297.0402615468700
2012-07-01 1297.5232761707598
2012-08-01 1299.5089628773599
2012-09-01 1306.9695217579200
2012-10-01 1307.3043097898800
2012-11-01 1310.6156622837900
2012-12-01 1309.4085452875600
2013-01-01 1318.9764277367400
2013-02-01 1322.8722764641802
2013-03-01 1324.4436506410400
2013-04-01 1319.5104724669700
2013-05-01 1323.6435168297999
2013-06-01 1327.5381074656100
2013-07-01 1327.7701383288500
2013-08-01 1331.1610825663800
2013-09-01 1334.5662542621000
2013-10-01 1336.6117447962101
2013-11-01 1336.5116631918100
2013-12-01 1338.3815847549301
2014-01-01 1335.5926396937000
2014-02-01 1336.7156998076598
2014-03-01 1337.1366739732400
2014-04-01 1339.3597401551700
2014-05-01 1343.5540876332900
2014-06-01 1346.2327360262200
2014-07-01 1348.3804739499499
2014-08-01 1350.9016550273200
2014-09-01 1351.5551655388902
2014-10-01 1352.6846937459900
2014-11-01 1355.5131511954900
2014-12-01 1357.0497930494698
2015-01-01 1356.0286827951600
2015-02-01 1358.3852147485200
2015-03-01 1362.6460208844400
2015-04-01 1366.2027363082400
2015-05-01 1370.6188411119100
2015-06-01 1371.0602188916698
2015-07-01 1371.9785715282699
2015-08-01 1373.2602271340200
2015-09-01 1373.0033679831600
2015-10-01 1377.1552704014300
2015-11-01 1378.9740480464402
2015-12-01 1380.6849232278303
2016-01-01 1383.8517135533600
2016-02-01 1387.5873246392498
2016-03-01 1388.3066270011700
2016-04-01 1396.7628760319199
2016-05-01 1394.0431653259100
2016-06-01 1391.4988915245801
2016-07-01 1403.0683819419598
2016-08-01 1405.8643187395300
2016-09-01 1407.2465430365000
2016-10-01 1406.7560043134602
2016-11-01 1409.2558596119700
2016-12-01 1412.9568658097000
2017-01-01 1418.0684682372400
2017-02-01 1419.4868314089500
2017-03-01 1425.5586751265698
2017-04-01 1424.1745671372400
2017-05-01 1421.9584733905500
2017-06-01 1426.8553139938901
2017-07-01 1425.2384092550100
2017-08-01 1426.3379831497800
2017-09-01 1429.2368575039200
2017-10-01 1427.6458717695998
2017-11-01 1429.6710639926098
2017-12-01 1432.4144164442600
2018-01-01 1442.8667837089700
2018-02-01 1443.7192465752498
2018-03-01 1441.7810218709199
2018-04-01 1436.8401376966501
2018-05-01 1442.1917877508200
2018-06-01 1441.9873917177000
2018-07-01 1444.1040512008099
2018-08-01 1444.5582509382500
2018-09-01 1446.9322270001500
2018-10-01 1447.3329846750198
2018-11-01 1450.5801667606400
2018-12-01 1450.0802962892199
2019-01-01 1450.8813248235600
2019-02-01 1450.0379580937602
2019-03-01 1448.2163068212800
2019-04-01 1450.0036478403900
2019-05-01 1451.6425229201800
2019-06-01 1453.4707792639200
2019-07-01 1452.7898590319298
2019-08-01 1455.9145759199898
2019-09-01 1452.2650608979300
2019-10-01 1457.9977498341900
2019-11-01 1459.1680069214500
2019-12-01 1462.2725678267800
2020-01-01 1465.1102147487900
2020-02-01 1463.9261924515700
2020-03-01 1448.7791551364000
2020-04-01 1202.8830830585100
2020-05-01 1219.3265020220700
2020-06-01 1273.2564003510400
2020-07-01 1299.7054684124900
2020-08-01 1316.4418307851600
2020-09-01 1321.3960018403500
2020-10-01 1346.6186601551900
2020-11-01 1348.8202026325698
2020-12-01 1316.6129149782400
2021-01-01 1349.3082433027500
2021-02-01 1355.2066421523100
2021-03-01 1360.8420195464000
2021-04-01 1365.0655211358098
2021-05-01 1368.0332348217999
2021-06-01 1369.6908978485499
2021-07-01 1378.6485750677898
2021-08-01 1380.9405059193000
2021-09-01 1368.0462168882598
2021-10-01 1392.6951345559600
2021-11-01 1396.8118422848200
2021-12-01 1400.8766531559197
2022-01-01 1400.8619759726200
2022-02-01 1406.0504134114300
2022-03-01 1400.6194786760800
2022-04-01 1412.0505442293900
2022-05-01 1411.7536711867000
2022-06-01 1408.6213222415100
2022-07-01 1415.8352367849000
2022-08-01 1416.8854092992600
2022-09-01 1414.9389608474403
2022-10-01 1416.2328873247000
2022-11-01 1418.9102732486701
2022-12-01 1420.1805724763599
2023-01-01 1431.5647799153600
2023-02-01 1429.1028762966698
2023-03-01 1429.9940775243601
2023-04-01 1427.6793647614402
2023-05-01 1433.0839149411100
2023-06-01 1438.1629848730702
2023-07-01 1433.4499451681400
2023-08-01 1435.0211306594501
2023-09-01 1435.4796331382100
2023-10-01 1435.7418096829000
2023-11-01 1434.9571375502600
2023-12-01 1431.8403514815400
2024-01-01 1433.7684420760400
2024-02-01 1433.7274560708100
2024-03-01 1434.9375334529002
2024-04-01 1432.4786678369100
2024-05-01 1431.4945836290601
2024-06-01 1430.9543272202600
2024-07-01 1429.2528041175100
2024-08-01 1428.8509836068500
2024-09-01 1428.8260996679198
2024-10-01 1428.7992442670600
2024-11-01 1426.7760945269001

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