Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Minneapolis-St. Paul-Bloomington, MN-WI (MSA)
Series ID MINN427EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 5:21 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
1990-01-01 140.25647228774200
1990-02-01 140.84383016293000
1990-03-01 140.73878938516100
1990-04-01 141.19096397222800
1990-05-01 141.61126450810600
1990-06-01 141.83204576395800
1990-07-01 142.13300869220700
1990-08-01 143.52511737546300
1990-09-01 144.19213349354800
1990-10-01 144.77493647610200
1990-11-01 144.96540978079202
1990-12-01 145.13223743334300
1991-01-01 145.57042370770600
1991-02-01 145.24917932822000
1991-03-01 145.79565699037600
1991-04-01 145.51704636896500
1991-05-01 145.84282078006800
1991-06-01 146.54076633222500
1991-07-01 146.62918855232599
1991-08-01 147.10362923635400
1991-09-01 147.29925515181400
1991-10-01 148.37432023273598
1991-11-01 148.27660227972300
1991-12-01 148.54725400876100
1992-01-01 151.49282693142200
1992-02-01 151.84137893137500
1992-03-01 152.19290769899402
1992-04-01 152.37411950796400
1992-05-01 152.81348469419800
1992-06-01 152.73556882302900
1992-07-01 153.35665360278000
1992-08-01 153.53654273712200
1992-09-01 154.00509895532500
1992-10-01 154.41777059284402
1992-11-01 154.79701599235798
1992-12-01 155.57474690375700
1993-01-01 155.60758682547300
1993-02-01 155.87340337398800
1993-03-01 155.87666200559100
1993-04-01 156.83485423877800
1993-05-01 156.85765624576300
1993-06-01 157.57799537093000
1993-07-01 158.08458291563700
1993-08-01 158.02680771283300
1993-09-01 158.15958315499398
1993-10-01 158.82102701936000
1993-11-01 159.19282794751100
1993-12-01 159.41749048616700
1994-01-01 158.90203258765100
1994-02-01 159.16482016236700
1994-03-01 159.77514050048800
1994-04-01 159.87820178400900
1994-05-01 160.12976045131100
1994-06-01 160.09609892365500
1994-07-01 159.33363180810700
1994-08-01 159.75361513017900
1994-09-01 160.81577471755700
1994-10-01 159.43488864315398
1994-11-01 160.37752741782100
1994-12-01 160.77650982638900
1995-01-01 161.93477830288400
1995-02-01 162.46098905555800
1995-03-01 163.08994391684500
1995-04-01 163.48748642036700
1995-05-01 163.83146123760400
1995-06-01 163.92930517572398
1995-07-01 165.30957007823900
1995-08-01 165.87057875079100
1995-09-01 166.33985721099500
1995-10-01 166.21264109117800
1995-11-01 166.69098018937700
1995-12-01 166.99951622523898
1996-01-01 168.01920701592800
1996-02-01 168.31150655167300
1996-03-01 169.16075930903600
1996-04-01 168.12229556673500
1996-05-01 168.72737626842300
1996-06-01 169.14450593506600
1996-07-01 168.47373672441600
1996-08-01 169.00292057334300
1996-09-01 169.39593227605900
1996-10-01 168.46157166630200
1996-11-01 169.47716636494800
1996-12-01 169.84962873065000
1997-01-01 172.41914451053398
1997-02-01 172.52099519745000
1997-03-01 173.00587661876100
1997-04-01 174.05466481316398
1997-05-01 174.28720521411802
1997-06-01 174.26223108342498
1997-07-01 174.71006502908500
1997-08-01 174.80735418454700
1997-09-01 175.03940925822200
1997-10-01 175.89367691493499
1997-11-01 175.60341109612900
1997-12-01 176.16587623994600
1998-01-01 175.98995959234400
1998-02-01 176.19657722943600
1998-03-01 177.11542813488603
1998-04-01 177.14310366140998
1998-05-01 177.91203099600300
1998-06-01 179.01974692268000
1998-07-01 176.39499785374700
1998-08-01 176.83677612213700
1998-09-01 177.34600579461102
1998-10-01 177.44590412142202
1998-11-01 178.15612472844398
1998-12-01 178.60732432042500
1999-01-01 177.36244328133301
1999-02-01 176.71138668262000
1999-03-01 177.72414499207400
1999-04-01 179.23285305246299
1999-05-01 179.44582565623900
1999-06-01 180.27306258358200
1999-07-01 181.41924332971698
1999-08-01 182.10425092448003
1999-09-01 182.46720604497898
1999-10-01 184.49606741239103
1999-11-01 184.65512689958697
1999-12-01 185.60303530023800
2000-01-01 185.80270558618300
2000-02-01 187.09512142221902
2000-03-01 187.56928082793900
2000-04-01 187.95232083140800
2000-05-01 188.17747725618100
2000-06-01 188.35605864260200
2000-07-01 188.57603946286500
2000-08-01 189.21402903422200
2000-09-01 190.59460971430600
2000-10-01 191.07001905827700
2000-11-01 191.54953324613200
2000-12-01 193.15103556794898
2001-01-01 191.24215685546397
2001-02-01 191.41392315975898
2001-03-01 192.52619988329900
2001-04-01 192.37656315978802
2001-05-01 193.26498390927200
2001-06-01 193.28163330349201
2001-07-01 193.74246728792300
2001-08-01 194.61858226733398
2001-09-01 196.17774182146000
2001-10-01 197.25719337940300
2001-11-01 198.19289589333098
2001-12-01 199.06204087306400
2002-01-01 199.85640391900300
2002-02-01 200.38375113475700
2002-03-01 200.74710563102900
2002-04-01 201.28196969342900
2002-05-01 202.24884773666000
2002-06-01 202.48469263239000
2002-07-01 204.61698869313201
2002-08-01 205.52575984099500
2002-09-01 206.44220352932900
2002-10-01 207.11246269229100
2002-11-01 207.88195266024200
2002-12-01 208.57995256118500
2003-01-01 210.54839234819800
2003-02-01 212.36682072503200
2003-03-01 212.48835404813600
2003-04-01 212.65705426795398
2003-05-01 213.21691920543597
2003-06-01 214.24498912691000
2003-07-01 214.27989906027200
2003-08-01 214.50432486891800
2003-09-01 213.93158057453400
2003-10-01 214.27943370814899
2003-11-01 214.78352905555300
2003-12-01 214.75742786023500
2004-01-01 215.82736651857600
2004-02-01 216.05505293707600
2004-03-01 216.38594700776400
2004-04-01 217.37420800266202
2004-05-01 217.74935791486000
2004-06-01 219.26185928198800
2004-07-01 217.76416363548700
2004-08-01 217.84836122925202
2004-09-01 218.34132507707298
2004-10-01 219.58965091600600
2004-11-01 219.60840707699400
2004-12-01 221.12239277503300
2005-01-01 221.06662594784697
2005-02-01 222.76286446261600
2005-03-01 223.28459799446100
2005-04-01 223.37434896919498
2005-05-01 224.49017224983200
2005-06-01 225.25704952786202
2005-07-01 226.89483461514700
2005-08-01 228.40174832359600
2005-09-01 230.06876985859300
2005-10-01 229.93772432977698
2005-11-01 230.85665143569900
2005-12-01 232.80493565759300
2006-01-01 234.17683062866902
2006-02-01 234.15998455006500
2006-03-01 235.69428480500100
2006-04-01 237.60751231220100
2006-05-01 238.41611805882000
2006-06-01 240.43244092180500
2006-07-01 242.11433553456402
2006-08-01 242.85060315252800
2006-09-01 242.95441387955898
2006-10-01 243.06296241818500
2006-11-01 244.69849884448400
2006-12-01 246.22740172943000
2007-01-01 249.34324777352000
2007-02-01 249.19443106203800
2007-03-01 250.07814908955200
2007-04-01 250.98459083149100
2007-05-01 252.50667167462900
2007-06-01 253.90393311036598
2007-07-01 254.15730375983500
2007-08-01 255.24315962401600
2007-09-01 255.02220199414200
2007-10-01 255.73423262936500
2007-11-01 257.15306540601200
2007-12-01 257.13462265150200
2008-01-01 258.06539117437600
2008-02-01 258.62820339355500
2008-03-01 259.33084830869200
2008-04-01 260.08075724947900
2008-05-01 259.86615539298900
2008-06-01 261.44959865324300
2008-07-01 262.70325863268700
2008-08-01 263.13954452279800
2008-09-01 264.25036545591200
2008-10-01 265.57331072929003
2008-11-01 265.74796366050800
2008-12-01 266.34463316784400
2009-01-01 266.87866774139200
2009-02-01 267.18486941976397
2009-03-01 267.43962043977900
2009-04-01 267.95477303657100
2009-05-01 268.24946977513900
2009-06-01 267.37838439221804
2009-07-01 268.69717940995800
2009-08-01 268.01345607308400
2009-09-01 267.96141249423500
2009-10-01 268.75601216743600
2009-11-01 269.05076442482203
2009-12-01 270.35222962443197
2010-01-01 268.10143391707300
2010-02-01 268.30447611587700
2010-03-01 269.79716750363300
2010-04-01 270.97401933553100
2010-05-01 271.81349526373200
2010-06-01 272.20230934812100
2010-07-01 271.21651282756300
2010-08-01 272.43430435214100
2010-09-01 272.16436894293300
2010-10-01 273.59202731889500
2010-11-01 274.22562498764400
2010-12-01 274.32640962018600
2011-01-01 276.57142978013500
2011-02-01 276.25995866423500
2011-03-01 276.68681779919300
2011-04-01 279.54439289279500
2011-05-01 279.00806088830300
2011-06-01 279.40008841448000
2011-07-01 279.15222299374000
2011-08-01 280.03363121042000
2011-09-01 281.81154569762197
2011-10-01 281.53684747857200
2011-11-01 282.12201210187100
2011-12-01 283.45952718297300
2012-01-01 283.70794400375600
2012-02-01 284.66089588638400
2012-03-01 285.04965497142604
2012-04-01 284.37602040531800
2012-05-01 284.40868569779800
2012-06-01 284.71658381184900
2012-07-01 285.79559239594900
2012-08-01 286.35976136301600
2012-09-01 289.56934220184600
2012-10-01 290.09386835785097
2012-11-01 290.61681009319700
2012-12-01 290.55104901799700
2013-01-01 294.18950355200900
2013-02-01 294.89645441428100
2013-03-01 294.94418223368800
2013-04-01 295.70637197577600
2013-05-01 296.86023886505600
2013-06-01 297.53855818182500
2013-07-01 297.72502614430500
2013-08-01 298.75284077540000
2013-09-01 299.12959569174100
2013-10-01 299.76861616582800
2013-11-01 300.54197808175303
2013-12-01 300.64019771510397
2014-01-01 300.46468977673200
2014-02-01 300.94566250039900
2014-03-01 301.49349015381597
2014-04-01 302.30780499896100
2014-05-01 303.05075639829000
2014-06-01 303.95696120489400
2014-07-01 304.52661265999800
2014-08-01 305.59144369448796
2014-09-01 306.10530919515700
2014-10-01 306.55980635444700
2014-11-01 306.69246249662300
2014-12-01 307.53881603129600
2015-01-01 306.47822732033296
2015-02-01 307.59808494007000
2015-03-01 309.03556818012700
2015-04-01 307.71606241112204
2015-05-01 309.60650703478000
2015-06-01 310.27449223607200
2015-07-01 311.04146837309600
2015-08-01 311.70456650021000
2015-09-01 313.03982829950200
2015-10-01 313.15140433219500
2015-11-01 314.03235215499000
2015-12-01 314.51799366723900
2016-01-01 316.47456656705800
2016-02-01 316.82646062996400
2016-03-01 317.28341269870400
2016-04-01 319.55052989049900
2016-05-01 319.91160952121703
2016-06-01 320.06952808520305
2016-07-01 322.07335589917500
2016-08-01 323.96774882935500
2016-09-01 321.88584974984000
2016-10-01 320.60879052750600
2016-11-01 324.42789918370800
2016-12-01 325.48669343565300
2017-01-01 326.17546237258097
2017-02-01 327.53755315079496
2017-03-01 328.66792374469200
2017-04-01 329.28075035493500
2017-05-01 329.61601183576500
2017-06-01 332.28647855178300
2017-07-01 331.68301248468100
2017-08-01 332.36786738823000
2017-09-01 332.90104416064800
2017-10-01 332.50206211391100
2017-11-01 333.04778578866296
2017-12-01 334.29207132568800
2018-01-01 334.73680449717400
2018-02-01 335.70407134732800
2018-03-01 337.05034545064000
2018-04-01 337.42489356935900
2018-05-01 337.86272783536500
2018-06-01 338.67099618541400
2018-07-01 338.08274304392100
2018-08-01 338.23629590493800
2018-09-01 338.91525451952600
2018-10-01 339.00958502322896
2018-11-01 339.48121392443300
2018-12-01 339.66996204517600
2019-01-01 340.33245295857900
2019-02-01 340.10474313086104
2019-03-01 340.55337345264600
2019-04-01 342.07516428611600
2019-05-01 342.29276026667700
2019-06-01 343.37614243901100
2019-07-01 343.52610876542400
2019-08-01 343.62536657736100
2019-09-01 344.60223118417000
2019-10-01 345.53067612401200
2019-11-01 345.79655647346800
2019-12-01 346.57895390625700
2020-01-01 346.93183879492204
2020-02-01 349.00532566717400
2020-03-01 346.45550827756597
2020-04-01 307.48117715480700
2020-05-01 310.00060923678200
2020-06-01 317.64527436772704
2020-07-01 320.79978767161900
2020-08-01 323.54503917037700
2020-09-01 324.42305042295100
2020-10-01 333.24899097697300
2020-11-01 334.48366410141500
2020-12-01 333.60068861637700
2021-01-01 336.52840650968100
2021-02-01 337.41228665514400
2021-03-01 338.00516193986900
2021-04-01 338.52067370300300
2021-05-01 338.04919990501200
2021-06-01 337.78869987499600
2021-07-01 337.37770077342300
2021-08-01 336.91211192102600
2021-09-01 334.40694718697500
2021-10-01 339.00365393817300
2021-11-01 339.39682210010900
2021-12-01 339.81747413875700
2022-01-01 339.36530871488600
2022-02-01 339.99866370740400
2022-03-01 339.24769338890100
2022-04-01 340.21139292178600
2022-05-01 340.25440029627300
2022-06-01 338.66452210762200
2022-07-01 339.75263256241700
2022-08-01 340.68714406387300
2022-09-01 342.00772215477100
2022-10-01 342.54016548230800
2022-11-01 343.62228076899200
2022-12-01 345.07577481856003
2023-01-01 347.75507519157100
2023-02-01 349.57442577145696
2023-03-01 350.79515161567200
2023-04-01 350.37959285140600
2023-05-01 352.17559962980100
2023-06-01 353.33982513268700
2023-07-01 355.97930862736400
2023-08-01 357.04813074300200
2023-09-01 358.59762835182295
2023-10-01 360.23457954558097
2023-11-01 360.76757677290396
2023-12-01 362.02035260397800
2024-01-01 361.81571980564200
2024-02-01 363.84985723097800
2024-03-01 367.34317211297400
2024-04-01 369.86509767028394
2024-05-01 370.48066031652700
2024-06-01 375.91484608843905
2024-07-01 376.88880508974097
2024-08-01 378.36875937219100
2024-09-01 377.81718863690696
2024-10-01 378.62358670481103

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