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 2026-09-01
Last Updated 2026-10-20 10:31 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. 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
1990-01-01 933.0306913216
1990-02-01 936.4813676411
1990-03-01 937.6202254715
1990-04-01 936.6395489259
1990-05-01 937.2008860262
1990-06-01 939.3105702023
1990-07-01 940.4540136579
1990-08-01 943.0594087835
1990-09-01 942.0419256819
1990-10-01 941.0283688386
1990-11-01 942.6468593953
1990-12-01 941.7264305398
1991-01-01 938.1074330830
1991-02-01 933.8263314723
1991-03-01 935.7978113025
1991-04-01 932.1733060506
1991-05-01 934.7361183897
1991-06-01 937.2000971604
1991-07-01 937.5938377099
1991-08-01 938.7019452709
1991-09-01 939.2466129771
1991-10-01 940.0832496394
1991-11-01 940.4945397120
1991-12-01 941.5261642224
1992-01-01 946.3331216014
1992-02-01 947.5165502304
1992-03-01 949.8428674561
1992-04-01 954.9565078373
1992-05-01 956.9656083510
1992-06-01 955.4809084665
1992-07-01 960.7484395172
1992-08-01 964.0159294418
1992-09-01 965.9423766865
1992-10-01 968.5409593403
1992-11-01 970.6714903110
1992-12-01 972.8661104879
1993-01-01 974.1509494703
1993-02-01 975.8416684837
1993-03-01 976.7055835941
1993-04-01 983.8426009497
1993-05-01 982.7754980222
1993-06-01 985.1046105732
1993-07-01 988.3679571813
1993-08-01 989.7258842323
1993-09-01 990.6073819502
1993-10-01 999.9881756347
1993-11-01 1001.7025786964
1993-12-01 1006.1851156459
1994-01-01 1011.0137656632
1994-02-01 1014.6880795250
1994-03-01 1018.1852503056
1994-04-01 1021.3038944492
1994-05-01 1022.8492146047
1994-06-01 1024.1353348566
1994-07-01 1023.3462893716
1994-08-01 1024.0126814192
1994-09-01 1027.1479453946
1994-10-01 1024.2915698327
1994-11-01 1030.6312641436
1994-12-01 1032.4405428759
1995-01-01 1041.4408065095
1995-02-01 1045.2338439340
1995-03-01 1046.9281892637
1995-04-01 1046.2118618125
1995-05-01 1048.7977474176
1995-06-01 1052.4040078751
1995-07-01 1055.3359324359
1995-08-01 1058.0623510732
1995-09-01 1058.5429762362
1995-10-01 1064.9208284281
1995-11-01 1067.1706243182
1995-12-01 1070.4157017719
1996-01-01 1072.3862485076
1996-02-01 1075.0915812595
1996-03-01 1077.7034862795
1996-04-01 1077.5048153756
1996-05-01 1079.8655534335
1996-06-01 1081.3969876888
1996-07-01 1081.8822287262
1996-08-01 1083.9733517268
1996-09-01 1085.2745923385
1996-10-01 1086.1527690998
1996-11-01 1092.1987659431
1996-12-01 1092.9724420624
1997-01-01 1091.6403065674
1997-02-01 1094.6205204678
1997-03-01 1096.7297499733
1997-04-01 1098.2242398514
1997-05-01 1101.8226252497
1997-06-01 1104.5212727188
1997-07-01 1116.0170419018
1997-08-01 1116.1642123519
1997-09-01 1121.8069966768
1997-10-01 1121.8894972052
1997-11-01 1122.8648972314
1997-12-01 1126.7044909575
1998-01-01 1128.0363435715
1998-02-01 1131.0472376371
1998-03-01 1133.0263594665
1998-04-01 1138.6501995579
1998-05-01 1140.4026767409
1998-06-01 1142.6848326184
1998-07-01 1143.2964202523
1998-08-01 1145.5045422317
1998-09-01 1134.1879754339
1998-10-01 1147.8729340523
1998-11-01 1151.2424360146
1998-12-01 1153.8604493717
1999-01-01 1153.6865082426
1999-02-01 1156.2374819106
1999-03-01 1159.0932603079
1999-04-01 1167.8948603769
1999-05-01 1167.9415092330
1999-06-01 1169.2870077115
1999-07-01 1174.4874421077
1999-08-01 1177.0961892179
1999-09-01 1173.1540697504
1999-10-01 1186.3266441773
1999-11-01 1186.0181231024
1999-12-01 1190.9414205516
2000-01-01 1193.6044764090
2000-02-01 1195.9237538107
2000-03-01 1198.8847887333
2000-04-01 1200.8538822883
2000-05-01 1198.9647559787
2000-06-01 1205.8169662109
2000-07-01 1207.5675836643
2000-08-01 1208.9904856328
2000-09-01 1212.5548088847
2000-10-01 1214.6828446186
2000-11-01 1215.3817800937
2000-12-01 1216.0752016014
2001-01-01 1222.6673535952
2001-02-01 1220.8981208883
2001-03-01 1221.4704770987
2001-04-01 1217.9210610758
2001-05-01 1216.0679910475
2001-06-01 1216.6937116860
2001-07-01 1212.8421066913
2001-08-01 1211.7327933930
2001-09-01 1207.6106696239
2001-10-01 1206.2673010352
2001-11-01 1206.1426629761
2001-12-01 1202.1033914686
2002-01-01 1201.2419084853
2002-02-01 1198.7145362864
2002-03-01 1196.5110324507
2002-04-01 1195.4917162110
2002-05-01 1195.1715235662
2002-06-01 1195.6564973060
2002-07-01 1197.9244027399
2002-08-01 1198.6547000874
2002-09-01 1199.1486958529
2002-10-01 1198.0643637871
2002-11-01 1199.5879193781
2002-12-01 1198.9647171088
2003-01-01 1204.7458340160
2003-02-01 1205.9748857721
2003-03-01 1204.2265890837
2003-04-01 1204.7830236320
2003-05-01 1204.7721878515
2003-06-01 1202.6104345641
2003-07-01 1204.2967178975
2003-08-01 1205.6798722851
2003-09-01 1207.7312107165
2003-10-01 1207.7897656775
2003-11-01 1206.6644736663
2003-12-01 1207.8844753001
2004-01-01 1208.2909949135
2004-02-01 1208.9836815695
2004-03-01 1209.2137311443
2004-04-01 1221.0707101000
2004-05-01 1219.6714713561
2004-06-01 1222.4376570139
2004-07-01 1222.5543943631
2004-08-01 1221.1723127999
2004-09-01 1221.4205572261
2004-10-01 1224.5738460918
2004-11-01 1223.7784265468
2004-12-01 1226.8242564172
2005-01-01 1222.0364999253
2005-02-01 1224.8592901136
2005-03-01 1225.9726204366
2005-04-01 1237.3448011951
2005-05-01 1237.7730380072
2005-06-01 1237.7856836721
2005-07-01 1240.3344870221
2005-08-01 1243.6323867027
2005-09-01 1249.4731901857
2005-10-01 1252.3050404758
2005-11-01 1256.3517732928
2005-12-01 1259.3675145277
2006-01-01 1262.7296890950
2006-02-01 1263.0445326509
2006-03-01 1265.9610759055
2006-04-01 1266.1018568214
2006-05-01 1265.3853576612
2006-06-01 1271.0291247084
2006-07-01 1266.1796238901
2006-08-01 1267.7686721208
2006-09-01 1267.9888570140
2006-10-01 1265.4622827255
2006-11-01 1272.9218829369
2006-12-01 1274.5404486354
2007-01-01 1282.8755630513
2007-02-01 1286.5425511023
2007-03-01 1286.4398544394
2007-04-01 1284.5747702689
2007-05-01 1285.0349610880
2007-06-01 1288.4852106055
2007-07-01 1287.3268841786
2007-08-01 1288.5271359078
2007-09-01 1287.4875773957
2007-10-01 1286.2414891768
2007-11-01 1289.5727416767
2007-12-01 1289.4107725089
2008-01-01 1290.5131816183
2008-02-01 1293.0052423921
2008-03-01 1293.8358793231
2008-04-01 1288.6823157307
2008-05-01 1286.3302902913
2008-06-01 1286.8741694890
2008-07-01 1288.4451478038
2008-08-01 1286.9409924586
2008-09-01 1284.4314421828
2008-10-01 1280.4425240314
2008-11-01 1274.0494850721
2008-12-01 1269.0154733704
2009-01-01 1261.8421088401
2009-02-01 1255.2499307115
2009-03-01 1248.7786435616
2009-04-01 1246.2790761589
2009-05-01 1243.2543723755
2009-06-01 1237.2886703859
2009-07-01 1234.5501646877
2009-08-01 1231.4697687788
2009-09-01 1229.1993252379
2009-10-01 1231.6392965529
2009-11-01 1231.0718890462
2009-12-01 1231.9214146506
2010-01-01 1229.1485129708
2010-02-01 1230.1676380365
2010-03-01 1232.3016930605
2010-04-01 1242.5875941965
2010-05-01 1240.4164092794
2010-06-01 1241.6551346383
2010-07-01 1243.5747204217
2010-08-01 1244.5162259065
2010-09-01 1244.1679352547
2010-10-01 1248.6683127436
2010-11-01 1249.8532767474
2010-12-01 1250.0462978606
2011-01-01 1257.2261082164
2011-02-01 1259.1227505932
2011-03-01 1263.0137703158
2011-04-01 1273.5282052222
2011-05-01 1271.9633773272
2011-06-01 1271.1933767555
2011-07-01 1276.4963864770
2011-08-01 1280.0554920388
2011-09-01 1289.3510457063
2011-10-01 1284.1751559104
2011-11-01 1287.2242982110
2011-12-01 1289.1967457326
2012-01-01 1290.7010912635
2012-02-01 1292.7187091673
2012-03-01 1297.0265912020
2012-04-01 1296.0685601728
2012-05-01 1294.0577076226
2012-06-01 1295.3021371504
2012-07-01 1295.8553239095
2012-08-01 1297.4817207450
2012-09-01 1304.5468373993
2012-10-01 1305.3734943272
2012-11-01 1308.8801907826
2012-12-01 1307.1311734639
2013-01-01 1317.3037946728
2013-02-01 1321.3776161590
2013-03-01 1322.5080871160
2013-04-01 1317.8902941332
2013-05-01 1321.6996484987
2013-06-01 1325.6481638115
2013-07-01 1325.8674762758
2013-08-01 1329.4533509290
2013-09-01 1332.5577758782
2013-10-01 1334.6806305867
2013-11-01 1334.6296837706
2013-12-01 1336.3389265272
2014-01-01 1333.8191966685
2014-02-01 1334.8035757025
2014-03-01 1335.6566769999
2014-04-01 1337.7302017050
2014-05-01 1342.1001055572
2014-06-01 1344.4341403710
2014-07-01 1346.6478118075
2014-08-01 1349.0923096517
2014-09-01 1349.7793701725
2014-10-01 1350.7198322456
2014-11-01 1353.6635067765
2014-12-01 1354.9835196652
2015-01-01 1354.2611133094
2015-02-01 1356.4657650418
2015-03-01 1361.0229268112
2015-04-01 1365.1019092134
2015-05-01 1368.8638362477
2015-06-01 1369.3829921592
2015-07-01 1370.3020066424
2015-08-01 1371.6012116696
2015-09-01 1371.1817425237
2015-10-01 1374.9290883845
2015-11-01 1377.4446778900
2015-12-01 1378.9528516292
2016-01-01 1382.0347752104
2016-02-01 1385.6098970575
2016-03-01 1386.8624465819
2016-04-01 1395.9415159895
2016-05-01 1392.6661562585
2016-06-01 1389.6145944307
2016-07-01 1401.0927827341
2016-08-01 1404.0981171899
2016-09-01 1405.3996677746
2016-10-01 1403.6076952134
2016-11-01 1407.3374160339
2016-12-01 1411.3157020502
2017-01-01 1416.3400504527
2017-02-01 1417.7729035277
2017-03-01 1424.6737966275
2017-04-01 1423.4700871566
2017-05-01 1420.3554723582
2017-06-01 1425.0100712583
2017-07-01 1423.1287282499
2017-08-01 1423.7959909174
2017-09-01 1427.1852185242
2017-10-01 1424.8914415327
2017-11-01 1427.3831371234
2017-12-01 1430.6688876086
2018-01-01 1441.5407900010
2018-02-01 1442.5524118090
2018-03-01 1441.2808305334
2018-04-01 1437.1286764177
2018-05-01 1440.3019912952
2018-06-01 1440.1156531505
2018-07-01 1441.8138493039
2018-08-01 1441.6500853150
2018-09-01 1444.5941921147
2018-10-01 1444.5026091258
2018-11-01 1448.6082030705
2018-12-01 1448.5645993819
2019-01-01 1449.5280224937
2019-02-01 1449.1479225195
2019-03-01 1448.3533561924
2019-04-01 1450.2942741152
2019-05-01 1450.3833127756
2019-06-01 1451.6817512693
2019-07-01 1450.2536439184
2019-08-01 1452.3566452248
2019-09-01 1449.2785237971
2019-10-01 1455.2267629457
2019-11-01 1457.1671134880
2019-12-01 1460.8253292550
2020-01-01 1464.1467975340
2020-02-01 1462.9773926622
2020-03-01 1449.4443401983
2020-04-01 1202.6107551883
2020-05-01 1217.8067331531
2020-06-01 1271.0845419465
2020-07-01 1297.6169912457
2020-08-01 1312.8783066701
2020-09-01 1318.6958789802
2020-10-01 1344.0300171868
2020-11-01 1346.5633094181
2020-12-01 1315.3187557896
2021-01-01 1347.7296536080
2021-02-01 1354.8230918113
2021-03-01 1361.0592972218
2021-04-01 1364.8709018429
2021-05-01 1366.0702277140
2021-06-01 1367.1075699072
2021-07-01 1376.4055326410
2021-08-01 1378.1128631143
2021-09-01 1365.3247185006
2021-10-01 1390.6140133001
2021-11-01 1394.4123640754
2021-12-01 1399.3223977792
2022-01-01 1399.1988819280
2022-02-01 1405.9571110210
2022-03-01 1401.4478347006
2022-04-01 1410.8787403538
2022-05-01 1409.6548862238
2022-06-01 1405.9059433361
2022-07-01 1414.2720560793
2022-08-01 1414.4977232394
2022-09-01 1412.1589726663
2022-10-01 1414.3544845938
2022-11-01 1416.5291035960
2022-12-01 1418.2370793106
2023-01-01 1429.6766408914
2023-02-01 1429.3691749024
2023-03-01 1430.6896132413
2023-04-01 1427.3229709774
2023-05-01 1431.1654962424
2023-06-01 1434.5463388821
2023-07-01 1432.8867065614
2023-08-01 1433.1641197989
2023-09-01 1434.2561665290
2023-10-01 1434.6504925650
2023-11-01 1434.7959661523
2023-12-01 1432.7357342104
2024-01-01 1435.5187885534
2024-02-01 1435.5170529058
2024-03-01 1441.1126940665
2024-04-01 1441.8950288864
2024-05-01 1442.0045428654
2024-06-01 1446.1305039482
2024-07-01 1438.2862535494
2024-08-01 1438.2558443232
2024-09-01 1442.1688954803
2024-10-01 1444.3622478840
2024-11-01 1447.3818228444
2024-12-01 1450.4306572322
2025-01-01 1449.2048118587
2025-02-01 1448.9130945892
2025-03-01 1447.6099819024
2025-04-01 1454.4762279002
2025-05-01 1450.4302620938
2025-06-01 1444.0717943334
2025-07-01 1443.3906957929
2025-08-01 1445.6227764559
2025-09-01 1447.1935734323
2025-10-01 1444.0965553887
2025-11-01 1442.1206708402
2025-12-01 1442.8697568746
2026-01-01 1441.6450592229
2026-02-01 1441.1559087598
2026-03-01 1441.9741295860
2026-04-01 1441.5368078163
2026-05-01 1442.9332142153
2026-06-01 1455.3295839939
2026-07-01 1457.1454030866
2026-08-01 1457.1131435933
2026-09-01 1453.3247766952

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