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 2024-12-01
Last Updated 2025-01-29 5:44 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
1990-01-01 140.25612591442100
1990-02-01 140.84355869683000
1990-03-01 140.73859426285200
1990-04-01 141.19085106304502
1990-05-01 141.61118345647200
1990-06-01 141.83203440984200
1990-07-01 142.13305144806100
1990-08-01 143.52520020545700
1990-09-01 144.19226554535499
1990-10-01 144.77512535869200
1990-11-01 144.96563255979600
1990-12-01 145.13256463599700
1991-01-01 145.57009513147400
1991-02-01 145.24891490964800
1991-03-01 145.79546434344100
1991-04-01 145.51693218190700
1991-05-01 145.84274235152900
1991-06-01 146.54075677992300
1991-07-01 146.62923194287100
1991-08-01 147.10370470546601
1991-09-01 147.29937457850500
1991-10-01 148.37449380740500
1991-11-01 148.27680250182100
1991-12-01 148.54754624611000
1992-01-01 151.49254346011900
1992-02-01 151.84113972141000
1992-03-01 152.19273206917200
1992-04-01 152.37401328774700
1992-05-01 152.81341504259700
1992-06-01 152.73556039413600
1992-07-01 153.35669535949302
1992-08-01 153.53660844118700
1992-09-01 154.00519677774201
1992-10-01 154.41791281987000
1992-11-01 154.79717920280500
1992-12-01 155.57500110325000
1993-01-01 155.60734741419398
1993-02-01 155.87321029808200
1993-03-01 155.87652833303800
1993-04-01 156.83477442704700
1993-05-01 156.85760997768298
1993-06-01 157.57799539988800
1993-07-01 158.08462035712800
1993-08-01 158.02685081906100
1993-09-01 158.15964386564600
1993-10-01 158.82113335222000
1993-11-01 159.19292419615600
1993-12-01 159.41765644606002
1994-01-01 158.90187376069900
1994-02-01 159.16469170103900
1994-03-01 159.77506195680300
1994-04-01 159.87816621210200
1994-05-01 160.12975208692700
1994-06-01 160.09611052028900
1994-07-01 159.33365427173700
1994-08-01 159.75362299103300
1994-09-01 160.81578520829400
1994-10-01 159.43494875187300
1994-11-01 160.37755719067400
1994-12-01 160.77658268195500
1995-01-01 161.93468277009100
1995-02-01 162.46092532936200
1995-03-01 163.08992326249202
1995-04-01 163.48750506330600
1995-05-01 163.83151911911400
1995-06-01 163.92939699696200
1995-07-01 165.30950959799700
1995-08-01 165.87052054699800
1995-09-01 166.33981372098000
1995-10-01 166.21266462978800
1995-11-01 166.69095287020500
1995-12-01 166.99949938890800
1996-01-01 168.01918320566100
1996-02-01 168.31149459574700
1996-03-01 169.16079266522200
1996-04-01 168.12237450201098
1996-05-01 168.72750316897802
1996-06-01 169.14467908273500
1996-07-01 168.47358255994100
1996-08-01 169.00279360956600
1996-09-01 169.39583383532500
1996-10-01 168.46156029307500
1996-11-01 169.47711121879100
1996-12-01 169.84958213176398
1997-01-01 172.41914092259800
1997-02-01 172.52101158095100
1997-03-01 173.00595266555197
1997-04-01 174.05479468096502
1997-05-01 174.28739367178900
1997-06-01 174.26248872044200
1997-07-01 174.70981582488300
1997-08-01 174.80716376351300
1997-09-01 175.03926671695203
1997-10-01 175.89364490959600
1997-11-01 175.60334048920400
1997-12-01 176.16582631721198
1998-01-01 175.98997587456200
1998-02-01 176.19660536251500
1998-03-01 177.11553101024200
1998-04-01 177.14325740211900
1998-05-01 177.91223825293600
1998-06-01 179.02001484294300
1998-07-01 176.39473443337602
1998-08-01 176.83656780067403
1998-09-01 177.34584713182600
1998-10-01 177.44585883500199
1998-11-01 178.15605873643700
1998-12-01 178.60728248329602
1999-01-01 177.36246909626900
1999-02-01 176.71141925035099
1999-03-01 177.72424498439000
1999-04-01 179.23299575686400
1999-05-01 179.44602091854802
1999-06-01 180.27332595260899
1999-07-01 181.41897515424500
1999-08-01 182.10404861679100
1999-09-01 182.46705977441100
1999-10-01 184.49602059306900
1999-11-01 184.65507547760500
1999-12-01 185.60301113135503
2000-01-01 185.80274263448100
2000-02-01 187.09515118957900
2000-03-01 187.56936818114897
2000-04-01 187.95243554429500
2000-05-01 188.17762463742199
2000-06-01 188.35624586878300
2000-07-01 188.57584585659802
2000-08-01 189.21387479209000
2000-09-01 190.59449435793700
2000-10-01 191.06998088458300
2000-11-01 191.54949989196200
2000-12-01 193.15102884385600
2001-01-01 191.24218926821300
2001-02-01 191.41394813355097
2001-03-01 192.52625801802500
2001-04-01 192.37663485315200
2001-05-01 193.26506915323500
2001-06-01 193.28173404814400
2001-07-01 193.74236018351200
2001-08-01 194.61848913543500
2001-09-01 196.17766846532200
2001-10-01 197.25717196064500
2001-11-01 198.19287804611400
2001-12-01 199.06204831077900
2002-01-01 199.85642665735400
2002-02-01 200.38376916918800
2002-03-01 200.74713615871800
2002-04-01 201.28200449625900
2002-05-01 202.24887617153098
2002-06-01 202.48470574120998
2002-07-01 204.61697130717900
2002-08-01 205.52572473779702
2002-09-01 206.44216616290000
2002-10-01 207.11245262592500
2002-11-01 207.88194524666700
2002-12-01 208.57996262593898
2003-01-01 210.54839812864103
2003-02-01 212.36683435027803
2003-03-01 212.48836179572800
2003-04-01 212.65706236578700
2003-05-01 213.21692533071700
2003-06-01 214.24499489205002
2003-07-01 214.27989244914600
2003-08-01 214.50431463950800
2003-09-01 213.93156999433700
2003-10-01 214.27942874883200
2003-11-01 214.78352795579102
2003-12-01 214.75743718505902
2004-01-01 215.82736644847900
2004-02-01 216.05505985129398
2004-03-01 216.38594632655702
2004-04-01 217.37420667204202
2004-05-01 217.74935622883800
2004-06-01 219.26186152843700
2004-07-01 217.76416191311900
2004-08-01 217.84835990578998
2004-09-01 218.34132241803502
2004-10-01 219.58965071494000
2004-11-01 219.60840674243900
2004-12-01 221.12239797657298
2005-01-01 221.06662410598800
2005-02-01 222.76286872625700
2005-03-01 223.28459648303400
2005-04-01 223.37434757985400
2005-05-01 224.49017098002602
2005-06-01 225.25705087674900
2005-07-01 226.89483362955700
2005-08-01 228.40174758413300
2005-09-01 230.06876748153098
2005-10-01 229.93772454874698
2005-11-01 230.85665168251900
2005-12-01 232.80493851029700
2006-01-01 234.17682978929500
2006-02-01 234.15998782294997
2006-03-01 235.69428388139100
2006-04-01 237.60751140168597
2006-05-01 238.41611728371900
2006-06-01 240.43244092402600
2006-07-01 242.11433518974900
2006-08-01 242.85060291041400
2006-09-01 242.95441187224603
2006-10-01 243.06296323443100
2006-11-01 244.69849999049197
2006-12-01 246.22740181769700
2007-01-01 249.34324771096200
2007-02-01 249.19443288448602
2007-03-01 250.07814855660900
2007-04-01 250.98459013800000
2007-05-01 252.50667108385798
2007-06-01 253.90393293269000
2007-07-01 254.15730438249200
2007-08-01 255.24315962712500
2007-09-01 255.02220090685700
2007-10-01 255.73423353719699
2007-11-01 257.15306624360403
2007-12-01 257.13462239395600
2008-01-01 258.06538984544400
2008-02-01 258.62820426690300
2008-03-01 259.33084780159500
2008-04-01 260.08075675807500
2008-05-01 259.86615500809400
2008-06-01 261.44959831889304
2008-07-01 262.70326091392600
2008-08-01 263.13954473020700
2008-09-01 264.25036556481200
2008-10-01 265.57331189885100
2008-11-01 265.74796421177700
2008-12-01 266.34463227699500
2009-01-01 266.87866458585500
2009-02-01 267.18486885744700
2009-03-01 267.43961969539200
2009-04-01 267.95477254076000
2009-05-01 268.24946937804100
2009-06-01 267.37838390518200
2009-07-01 268.69718412413700
2009-08-01 268.01345726340000
2009-09-01 267.96141519671200
2009-10-01 268.75601500665200
2009-11-01 269.05076571938497
2009-12-01 270.35223140439500
2010-01-01 268.10141436735404
2010-02-01 268.30447723317600
2010-03-01 269.79716732579600
2010-04-01 270.97401964638000
2010-05-01 271.81349587718800
2010-06-01 272.20231040928300
2010-07-01 271.21652074632600
2010-08-01 272.43430770229100
2010-09-01 272.16437495992000
2010-10-01 273.59203204939300
2010-11-01 274.22562496396900
2010-12-01 274.32640977789200
2011-01-01 276.57139046347600
2011-02-01 276.25996427956300
2011-03-01 276.68682468812403
2011-04-01 279.54439992915900
2011-05-01 279.00806222247000
2011-06-01 279.40008337717500
2011-07-01 279.15222656567600
2011-08-01 280.03363452969100
2011-09-01 281.81155364787700
2011-10-01 281.53685578849100
2011-11-01 282.12202010456000
2011-12-01 283.45954577290700
2012-01-01 283.70782970701400
2012-02-01 284.66093776260897
2012-03-01 285.04969380958000
2012-04-01 284.37604562352100
2012-05-01 284.40867779648100
2012-06-01 284.71655386466097
2012-07-01 285.79556871930300
2012-08-01 286.35975244524700
2012-09-01 289.56935527794400
2012-10-01 290.09388700799900
2012-11-01 290.61682552924600
2012-12-01 290.55108840761903
2013-01-01 294.18933723998600
2013-02-01 294.89653545119097
2013-03-01 294.94425327255900
2013-04-01 295.70649744894400
2013-05-01 296.86026277171396
2013-06-01 297.53832196852800
2013-07-01 297.72493599745800
2013-08-01 298.75284223911600
2013-09-01 299.12963499666400
2013-10-01 299.76865920957800
2013-11-01 300.54201362983600
2013-12-01 300.64027381394200
2014-01-01 300.46448135888300
2014-02-01 300.94578533526200
2014-03-01 301.49360275412600
2014-04-01 302.30806590909197
2014-05-01 303.05087394080500
2014-06-01 303.95637229991500
2014-07-01 304.52651358620900
2014-08-01 305.59146956379800
2014-09-01 306.10533865923500
2014-10-01 306.55979428872104
2014-11-01 306.69240435278200
2014-12-01 307.53884298202000
2015-01-01 306.47809510332200
2015-02-01 307.59836738199300
2015-03-01 309.03587851075804
2015-04-01 307.71656450174400
2015-05-01 309.60674301027000
2015-06-01 310.27348236816897
2015-07-01 311.04128694366403
2015-08-01 311.70459397886300
2015-09-01 313.03979294232200
2015-10-01 313.15118681567300
2015-11-01 314.03194696681300
2015-12-01 314.51783574829700
2016-01-01 316.47469861472300
2016-02-01 316.82740187463300
2016-03-01 317.28442016800200
2016-04-01 319.55132679709100
2016-05-01 319.91149473780104
2016-06-01 320.06739547327703
2016-07-01 322.07247559166000
2016-08-01 323.96796729115200
2016-09-01 321.88648707098100
2016-10-01 320.60916217547400
2016-11-01 324.42758687429100
2016-12-01 325.48584931565300
2017-01-01 326.17459361473000
2017-02-01 327.53867783407200
2017-03-01 328.67330935724203
2017-04-01 329.27968102476000
2017-05-01 329.61487204735000
2017-06-01 332.28205071406300
2017-07-01 331.68061975563097
2017-08-01 332.36805466748797
2017-09-01 332.90324402930400
2017-10-01 332.50706331132800
2017-11-01 333.05130546015897
2017-12-01 334.28350749571800
2018-01-01 334.73606935152100
2018-02-01 335.70568402319500
2018-03-01 337.06031469777600
2018-04-01 337.42083636482100
2018-05-01 337.85965811149300
2018-06-01 338.66451106745500
2018-07-01 338.07722870243000
2018-08-01 338.23114144395800
2018-09-01 338.91827348374200
2018-10-01 339.04275635298300
2018-11-01 339.48176671757705
2018-12-01 339.65010918921797
2019-01-01 340.33046382970100
2019-02-01 340.10462964174303
2019-03-01 340.56295234409400
2019-04-01 342.06221037690100
2019-05-01 342.28244481162400
2019-06-01 343.37472180439900
2019-07-01 343.51912134942404
2019-08-01 343.62220472881500
2019-09-01 344.61630546722200
2019-10-01 345.60060787335100
2019-11-01 345.79494160528196
2019-12-01 346.54243602658204
2020-01-01 346.92020547739700
2020-02-01 348.99313560756104
2020-03-01 346.45131266674304
2020-04-01 307.45609340691500
2020-05-01 309.98044137204600
2020-06-01 317.65138134267100
2020-07-01 320.80257649638900
2020-08-01 323.56267462292400
2020-09-01 324.46716924396100
2020-10-01 333.36158550247300
2020-11-01 334.47556370063200
2020-12-01 333.54195163888500
2021-01-01 336.49636144301996
2021-02-01 337.36827241232600
2021-03-01 337.97174840605400
2021-04-01 338.46832533435503
2021-05-01 338.00395612938803
2021-06-01 337.79902344156700
2021-07-01 337.39306057303700
2021-08-01 337.00897222126400
2021-09-01 334.51714073712800
2021-10-01 339.17623404777900
2021-11-01 339.42004964721500
2021-12-01 339.65871436031900
2022-01-01 339.28639084355900
2022-02-01 339.91463997243000
2022-03-01 339.17950589793500
2022-04-01 340.12853928406100
2022-05-01 340.17648613568100
2022-06-01 338.66607279573003
2022-07-01 339.78208792843400
2022-08-01 340.86972622607396
2022-09-01 342.20067821146900
2022-10-01 342.83826425261503
2022-11-01 343.68754604325600
2022-12-01 344.79108858095003
2023-01-01 347.61461486166604
2023-02-01 349.43939135407305
2023-03-01 350.68235529054397
2023-04-01 350.25896590696505
2023-05-01 352.05670877520300
2023-06-01 353.32777525015297
2023-07-01 356.01676219801500
2023-08-01 357.33481957760100
2023-09-01 358.88290690852700
2023-10-01 360.67118891270800
2023-11-01 360.90991435379897
2023-12-01 361.58834163224196
2024-01-01 361.60174387094804
2024-02-01 363.66644792887200
2024-03-01 367.18900281754000
2024-04-01 369.70509291527900
2024-05-01 370.32270721737297
2024-06-01 375.88371449344595
2024-07-01 376.93735059241300
2024-08-01 378.73272116874000
2024-09-01 378.18232475886100
2024-10-01 378.20824673084500
2024-11-01 381.78284221680900
2024-12-01 385.01080283284597

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