Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Rochester, MN (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Rochester, MN (MSA)
Series ID ROCH327EDUH
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 2024-11-01
Last Updated 2024-12-21 6:15 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 21.902329609641700
1990-02-01 21.886584056999997
1990-03-01 22.005520061874600
1990-04-01 22.242257514295200
1990-05-01 22.378561532757600
1990-06-01 22.646835169213098
1990-07-01 22.508695124527602
1990-08-01 22.547552454337396
1990-09-01 22.548453565482802
1990-10-01 22.797191973940897
1990-11-01 22.853575767559400
1990-12-01 22.883829417132200
1991-01-01 22.712490125071103
1991-02-01 22.883549656054200
1991-03-01 23.100239303865900
1991-04-01 23.133631288583800
1991-05-01 23.280122081652898
1991-06-01 23.346541463071100
1991-07-01 23.699177567889500
1991-08-01 23.652308104032397
1991-09-01 23.652625468925400
1991-10-01 23.490260597586500
1991-11-01 23.662407503379500
1991-12-01 23.489952853589200
1992-01-01 23.730363192540196
1992-02-01 23.768381005954800
1992-03-01 23.580081112641896
1992-04-01 23.513873655764197
1992-05-01 23.569166592694500
1992-06-01 23.644224578215198
1992-07-01 23.713104870669603
1992-08-01 23.787043283048600
1992-09-01 23.879794662298604
1992-10-01 23.676791036784900
1992-11-01 23.759761719697200
1992-12-01 23.896295427805500
1993-01-01 23.344588440118000
1993-02-01 23.444491639120496
1993-03-01 23.567108276892900
1993-04-01 24.188587712090396
1993-05-01 24.151911702912802
1993-06-01 24.126741004623103
1993-07-01 24.232576023358398
1993-08-01 24.226933923855500
1993-09-01 24.425903556798700
1993-10-01 24.457701311313200
1993-11-01 24.248371842862600
1993-12-01 24.395395824232203
1994-01-01 23.757692587424003
1994-02-01 23.831125872128800
1994-03-01 23.858361704046400
1994-04-01 23.857723829702202
1994-05-01 23.833060793903798
1994-06-01 23.800431017297000
1994-07-01 23.766397316162500
1994-08-01 23.680426344942102
1994-09-01 23.691675472817696
1994-10-01 23.825342497113500
1994-11-01 23.814371287045002
1994-12-01 23.982419888966604
1995-01-01 24.063530816799197
1995-02-01 24.134492330768900
1995-03-01 24.169101689602300
1995-04-01 24.136231356246900
1995-05-01 24.226997102960500
1995-06-01 24.264828453441602
1995-07-01 24.387363456753697
1995-08-01 24.302037411803300
1995-09-01 24.548847527213200
1995-10-01 24.696461798422200
1995-11-01 24.781084585990000
1995-12-01 24.764071510660400
1996-01-01 24.864535698735700
1996-02-01 24.959574771717300
1996-03-01 24.988428829558600
1996-04-01 25.331628079740600
1996-05-01 25.540108966477604
1996-06-01 25.632789421637398
1996-07-01 25.587555407205702
1996-08-01 25.688385526669100
1996-09-01 25.493622318582503
1996-10-01 25.774726268729300
1996-11-01 25.944779587147200
1996-12-01 25.950093649567800
1997-01-01 26.063824997894200
1997-02-01 26.194364644593000
1997-03-01 26.224499098699198
1997-04-01 26.243136456216398
1997-05-01 26.254604299565000
1997-06-01 26.397150447826600
1997-07-01 26.382688054417500
1997-08-01 26.357810480078395
1997-09-01 26.508513038157700
1997-10-01 26.966258436401000
1997-11-01 27.128030102704102
1997-12-01 27.149655896070200
1998-01-01 27.058245994185500
1998-02-01 27.127216972774600
1998-03-01 27.257357211050900
1998-04-01 27.359371293067300
1998-05-01 27.380880121820603
1998-06-01 27.459479936332897
1998-07-01 27.652395574654500
1998-08-01 27.926943438040400
1998-09-01 28.106567794768600
1998-10-01 28.059309765321398
1998-11-01 28.227130294179100
1998-12-01 28.361044918433500
1999-01-01 28.558332686915000
1999-02-01 28.652965221416697
1999-03-01 28.680675157161698
1999-04-01 29.183060347996600
1999-05-01 29.408378579911000
1999-06-01 29.615671092825700
1999-07-01 30.101237799670500
1999-08-01 30.202290252093803
1999-09-01 30.190542725036302
1999-10-01 30.461013924676400
1999-11-01 30.644572385767300
1999-12-01 30.790306626473498
2000-01-01 30.954181087798300
2000-02-01 31.071457227294303
2000-03-01 31.195330299815100
2000-04-01 31.305034230929500
2000-05-01 31.525236263656698
2000-06-01 31.677594708181800
2000-07-01 31.646625756528397
2000-08-01 31.902678721822500
2000-09-01 32.087375831502300
2000-10-01 32.173570362209000
2000-11-01 32.165438340647800
2000-12-01 32.326797557374200
2001-01-01 32.643643067979100
2001-02-01 32.866217260032400
2001-03-01 32.988121515637800
2001-04-01 33.328202074542700
2001-05-01 33.420501088441200
2001-06-01 33.738252873771900
2001-07-01 33.901519900458900
2001-08-01 33.915071687637000
2001-09-01 34.191740654321800
2001-10-01 34.298251144380700
2001-11-01 34.495205241552000
2001-12-01 34.668145900452100
2002-01-01 34.721088858742400
2002-02-01 34.946089044696400
2002-03-01 35.077453218400500
2002-04-01 35.033529006373700
2002-05-01 35.208878190829800
2002-06-01 35.410009748112600
2002-07-01 35.669959168956204
2002-08-01 35.739685078056795
2002-09-01 36.018725947643600
2002-10-01 36.231675080872996
2002-11-01 36.419834115606000
2002-12-01 36.586217255198100
2003-01-01 36.290850222326895
2003-02-01 36.320267948857400
2003-03-01 36.455442446818900
2003-04-01 36.533954003890800
2003-05-01 36.597298513386505
2003-06-01 36.507505583546300
2003-07-01 36.560053407586004
2003-08-01 36.564062453162500
2003-09-01 36.549997064927100
2003-10-01 36.362069011989206
2003-11-01 36.524767622299800
2003-12-01 36.581953536501100
2004-01-01 36.851779078616900
2004-02-01 37.007710745318604
2004-03-01 37.053169313879790
2004-04-01 36.909484211087600
2004-05-01 36.977491251856200
2004-06-01 37.029970015119710
2004-07-01 36.962423038480395
2004-08-01 37.076015840049400
2004-09-01 37.091358449150796
2004-10-01 37.182140559507104
2004-11-01 37.221844692879400
2004-12-01 37.466060395766700
2005-01-01 37.614203822964704
2005-02-01 37.804527214881794
2005-03-01 37.855488775350200
2005-04-01 38.103928099755000
2005-05-01 38.260278079828100
2005-06-01 38.450517976612500
2005-07-01 38.561305693796100
2005-08-01 38.770218117237400
2005-09-01 38.824156725252800
2005-10-01 38.896265357910790
2005-11-01 39.023091246676900
2005-12-01 39.147639800574300
2006-01-01 39.282914919543500
2006-02-01 39.303756350962500
2006-03-01 39.481500770153900
2006-04-01 39.585671821787800
2006-05-01 39.632072531120600
2006-06-01 39.879038008181500
2006-07-01 40.176809304842294
2006-08-01 40.163236068019900
2006-09-01 40.342533039938395
2006-10-01 40.506985417518600
2006-11-01 40.727879007468790
2006-12-01 40.717701818940400
2007-01-01 40.971547162101600
2007-02-01 41.096748335020300
2007-03-01 41.188035845171400
2007-04-01 41.592171748464600
2007-05-01 41.604915793264300
2007-06-01 41.701033358108500
2007-07-01 41.803306267949296
2007-08-01 41.851469641015500
2007-09-01 42.048917167279500
2007-10-01 42.418720608342795
2007-11-01 42.729216101113600
2007-12-01 42.594027350660300
2008-01-01 41.978653372097000
2008-02-01 42.179907094766100
2008-03-01 42.396037860200100
2008-04-01 42.089316400838705
2008-05-01 42.361499186713400
2008-06-01 42.232082115624100
2008-07-01 42.759641092250100
2008-08-01 43.037194218641100
2008-09-01 42.837854442027606
2008-10-01 42.719501492103795
2008-11-01 42.927581854962300
2008-12-01 43.058439594279300
2009-01-01 43.307275454370206
2009-02-01 43.466456403388390
2009-03-01 43.480649026702096
2009-04-01 43.711627097061500
2009-05-01 43.633508156941794
2009-06-01 43.342395382006906
2009-07-01 43.222716552901900
2009-08-01 43.220159579311600
2009-09-01 43.220988392510000
2009-10-01 43.117096140991290
2009-11-01 42.917760378818200
2009-12-01 42.624058680443300
2010-01-01 42.957122754604505
2010-02-01 43.054502692095100
2010-03-01 42.966674021171290
2010-04-01 42.707105043286400
2010-05-01 42.721454798870600
2010-06-01 42.751484321227600
2010-07-01 42.498996949148300
2010-08-01 42.510099183849704
2010-09-01 42.399168048033600
2010-10-01 42.393102160815500
2010-11-01 42.493556776415700
2010-12-01 42.278992701843000
2011-01-01 42.725213149337200
2011-02-01 42.760725739699105
2011-03-01 42.751477458163800
2011-04-01 42.908888357760300
2011-05-01 43.138910871177210
2011-06-01 43.135914449501000
2011-07-01 43.456398143087505
2011-08-01 43.598805124647210
2011-09-01 43.783142076789800
2011-10-01 43.757404143044900
2011-11-01 43.851188705515900
2011-12-01 43.941849236529400
2012-01-01 43.894812393466610
2012-02-01 43.883487742965000
2012-03-01 44.157308987939200
2012-04-01 44.297907334538706
2012-05-01 44.461786628428000
2012-06-01 44.723451087620795
2012-07-01 44.904504073390505
2012-08-01 44.995536088011800
2012-09-01 45.063861325790100
2012-10-01 45.306157443218794
2012-11-01 45.409579252056500
2012-12-01 45.500876996983900
2013-01-01 45.464138698634500
2013-02-01 45.520600910558800
2013-03-01 45.549734406888600
2013-04-01 45.498944937442396
2013-05-01 45.286765273401200
2013-06-01 45.311192312410200
2013-07-01 45.138037256324500
2013-08-01 45.098381699240800
2013-09-01 44.954252301191300
2013-10-01 44.966270546896600
2013-11-01 44.976811042559100
2013-12-01 44.990148242011300
2014-01-01 44.801210360095900
2014-02-01 44.837097600680195
2014-03-01 44.736392971721900
2014-04-01 44.889473743799705
2014-05-01 44.887291236998200
2014-06-01 44.911504064481000
2014-07-01 44.761675992688104
2014-08-01 44.807158392640200
2014-09-01 45.055488743690600
2014-10-01 45.049140793158500
2014-11-01 45.068482480749700
2014-12-01 44.996683731917600
2015-01-01 44.814140745440100
2015-02-01 45.029309775391205
2015-03-01 45.218264130384505
2015-04-01 45.389250868019800
2015-05-01 45.579162902879105
2015-06-01 45.706071069234800
2015-07-01 45.971939808114210
2015-08-01 46.211462066171400
2015-09-01 46.570333087390600
2015-10-01 46.652631326907500
2015-11-01 46.667770108181000
2015-12-01 46.617059659164700
2016-01-01 47.403890965333204
2016-02-01 47.322000650295200
2016-03-01 47.604419515748100
2016-04-01 47.490499720934494
2016-05-01 47.562606149186000
2016-06-01 47.515510856529700
2016-07-01 48.164454276777800
2016-08-01 48.213148757923200
2016-09-01 48.185831112630100
2016-10-01 48.372448938278000
2016-11-01 48.578977335251295
2016-12-01 48.630944667176400
2017-01-01 48.769179216576400
2017-02-01 48.911657434961704
2017-03-01 48.887225692808000
2017-04-01 49.088019366984700
2017-05-01 49.365350881654100
2017-06-01 49.535919826163500
2017-07-01 49.352556919063900
2017-08-01 49.317648652562596
2017-09-01 49.391640253626390
2017-10-01 49.485264811716100
2017-11-01 49.673931912353105
2017-12-01 49.837718553012710
2018-01-01 50.043402062301900
2018-02-01 50.309681363270800
2018-03-01 50.398354416784000
2018-04-01 50.477732262925700
2018-05-01 50.577571144843500
2018-06-01 50.655700901255706
2018-07-01 50.845262851990604
2018-08-01 50.821591586929700
2018-09-01 50.878685536032705
2018-10-01 50.984759680468800
2018-11-01 51.054593598183600
2018-12-01 51.122580567853900
2019-01-01 51.341438926099606
2019-02-01 51.211890081083710
2019-03-01 51.531389575218200
2019-04-01 51.572328307672300
2019-05-01 51.704736809249800
2019-06-01 51.578727248215294
2019-07-01 52.144112969850000
2019-08-01 52.123485866339400
2019-09-01 51.743419960267495
2019-10-01 52.259069511378000
2019-11-01 52.404239970014295
2019-12-01 52.702559824120400
2020-01-01 52.967798504187200
2020-02-01 53.033295153810100
2020-03-01 53.072778945491600
2020-04-01 51.284529896022605
2020-05-01 51.232897998463294
2020-06-01 47.101404562402200
2020-07-01 50.246942597965200
2020-08-01 51.436506325294400
2020-09-01 52.006920402125395
2020-10-01 52.515228477716100
2020-11-01 51.855665467777904
2020-12-01 52.176959232522500
2021-01-01 52.192557895130800
2021-02-01 52.438679618198390
2021-03-01 52.500261874452290
2021-04-01 52.927049824923710
2021-05-01 52.976491202484700
2021-06-01 53.105559190719400
2021-07-01 53.048289380776396
2021-08-01 53.036495984173100
2021-09-01 53.076963641699490
2021-10-01 52.946261234215605
2021-11-01 52.901000947200900
2021-12-01 52.857849205625900
2022-01-01 52.616356290929600
2022-02-01 52.537133204193296
2022-03-01 52.532738410964100
2022-04-01 52.575007170616700
2022-05-01 52.703823355887700
2022-06-01 52.712460293203110
2022-07-01 52.852268460491500
2022-08-01 52.956992873722000
2022-09-01 52.863943547789000
2022-10-01 52.881282870708105
2022-11-01 53.062237223141295
2022-12-01 52.939883145282200
2023-01-01 53.023416546424900
2023-02-01 53.227555180205200
2023-03-01 53.457058057536400
2023-04-01 53.428312357093496
2023-05-01 53.629020966551710
2023-06-01 53.926785227229395
2023-07-01 54.250164284016600
2023-08-01 54.169664777593795
2023-09-01 54.163477922686006
2023-10-01 54.912308519350994
2023-11-01 55.423638073693500
2023-12-01 56.026307484131900
2024-01-01 56.929774721043800
2024-02-01 57.130771047511000
2024-03-01 57.278910380706210
2024-04-01 58.089321732754790
2024-05-01 58.768560177353400
2024-06-01 59.429954825855596
2024-07-01 60.241675722595000
2024-08-01 61.057976910730800
2024-09-01 62.367637560062796
2024-10-01 62.828504613434000
2024-11-01 63.170919137964600

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