Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Memphis, TN-MS-AR (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Memphis, TN-MS-AR (MSA)
Series ID MPHEDUH
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 2025-08-01
Last Updated 2025-09-20 6:19 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 50.656576601498200
1990-02-01 50.754680890053800
1990-03-01 50.657607428255100
1990-04-01 49.971924637837000
1990-05-01 50.514024877904700
1990-06-01 50.628330573938900
1990-07-01 50.778240185470600
1990-08-01 50.978224996721100
1990-09-01 50.543585445952300
1990-10-01 51.186323328725390
1990-11-01 51.223806895555605
1990-12-01 51.413810011890110
1991-01-01 51.849039703350805
1991-02-01 51.960333795830294
1991-03-01 52.237486138839294
1991-04-01 52.466881831934900
1991-05-01 52.715913187987795
1991-06-01 52.848299238882895
1991-07-01 53.315658621739200
1991-08-01 53.604460498933000
1991-09-01 53.830368943877204
1991-10-01 53.667766852040700
1991-11-01 53.911116443329400
1991-12-01 53.990619845381400
1992-01-01 53.827236949959094
1992-02-01 54.068895628205205
1992-03-01 54.100642726681300
1992-04-01 54.573942384373105
1992-05-01 54.913404565129400
1992-06-01 55.276836874756300
1992-07-01 55.365255965753406
1992-08-01 55.432144378485795
1992-09-01 55.825823823226800
1992-10-01 56.157683334206105
1992-11-01 56.483215510261100
1992-12-01 56.733237231178800
1993-01-01 57.534728130270900
1993-02-01 57.476338802283600
1993-03-01 57.665969805271900
1993-04-01 57.800963994816506
1993-05-01 57.716237441600290
1993-06-01 57.896191730906104
1993-07-01 57.516877230539600
1993-08-01 57.951836209959710
1993-09-01 58.601089423432210
1993-10-01 59.251567670878710
1993-11-01 59.455124781581000
1993-12-01 59.584342369846300
1994-01-01 59.731804554023800
1994-02-01 59.679071758883296
1994-03-01 60.038515947878890
1994-04-01 58.441529279893295
1994-05-01 60.319906078008610
1994-06-01 60.029379042960905
1994-07-01 60.461131702932995
1994-08-01 60.752979165769600
1994-09-01 60.557600413042710
1994-10-01 60.066414743942600
1994-11-01 60.431447769658100
1994-12-01 60.929959840968706
1995-01-01 61.583877411011900
1995-02-01 61.997161242074700
1995-03-01 62.550404230060300
1995-04-01 60.878556063036000
1995-05-01 61.709428599800300
1995-06-01 61.543196423652710
1995-07-01 61.157356196970900
1995-08-01 61.487780975593700
1995-09-01 62.110833033593700
1995-10-01 62.472007101451900
1995-11-01 62.709908214022400
1995-12-01 62.710958237143004
1996-01-01 62.146928526916800
1996-02-01 62.023634210352704
1996-03-01 61.696064694667210
1996-04-01 61.389394283835900
1996-05-01 61.272524631241204
1996-06-01 61.448294069169600
1996-07-01 61.409743309860104
1996-08-01 61.505055472951100
1996-09-01 61.782070520883700
1996-10-01 61.721313463537290
1996-11-01 62.113961034864104
1996-12-01 62.297393818730400
1997-01-01 63.054941085160294
1997-02-01 63.371575659597900
1997-03-01 63.670802964119794
1997-04-01 63.964765627325605
1997-05-01 64.331561684484100
1997-06-01 64.429800500163800
1997-07-01 64.956886343674500
1997-08-01 65.254709988770700
1997-09-01 65.561628189231300
1997-10-01 65.341776715289200
1997-11-01 65.199050410237200
1997-12-01 65.315035764521600
1998-01-01 64.928576405461800
1998-02-01 64.707993411337200
1998-03-01 65.134347663068710
1998-04-01 65.316597893831200
1998-05-01 65.377340160099600
1998-06-01 65.399235360114000
1998-07-01 65.171195335906900
1998-08-01 65.290380784997910
1998-09-01 65.215212556075200
1998-10-01 65.686940298755200
1998-11-01 65.936476880079100
1998-12-01 65.773394341956390
1999-01-01 65.748552512306600
1999-02-01 65.932304708167200
1999-03-01 65.950454880739200
1999-04-01 66.156163505073300
1999-05-01 66.124303985653500
1999-06-01 65.962710691199100
1999-07-01 66.129946939373400
1999-08-01 65.943012859395890
1999-09-01 66.504755858722000
1999-10-01 65.623486658498300
1999-11-01 65.698077096590210
1999-12-01 66.074224898532200
2000-01-01 65.790064687660290
2000-02-01 65.795676573680900
2000-03-01 66.003757053596900
2000-04-01 66.333106235922400
2000-05-01 66.378985514023400
2000-06-01 67.051438139764800
2000-07-01 67.031242207729900
2000-08-01 67.022034613233600
2000-09-01 67.202698911638790
2000-10-01 67.735671926066800
2000-11-01 68.055887122479290
2000-12-01 68.029739296009710
2001-01-01 68.239572062729990
2001-02-01 68.239388073269210
2001-03-01 68.223725394423510
2001-04-01 68.418773170340100
2001-05-01 68.766829818469400
2001-06-01 68.943255525241900
2001-07-01 69.179584269695610
2001-08-01 69.435438604491210
2001-09-01 69.582438158870200
2001-10-01 68.430690957501200
2001-11-01 68.513274197613100
2001-12-01 68.987794900524390
2002-01-01 69.767028738482100
2002-02-01 69.951516176248100
2002-03-01 70.443298917951000
2002-04-01 70.739871410726790
2002-05-01 70.857623755745900
2002-06-01 70.754754905145290
2002-07-01 71.253049543916400
2002-08-01 71.831141968312300
2002-09-01 72.411220523196790
2002-10-01 72.902781218594500
2002-11-01 73.358145651442600
2002-12-01 73.611474754283000
2003-01-01 74.130086316093000
2003-02-01 74.405351913571990
2003-03-01 74.360542224435700
2003-04-01 73.842115693687290
2003-05-01 74.066818344033700
2003-06-01 74.056846738366800
2003-07-01 73.330167419269200
2003-08-01 73.927152451871210
2003-09-01 74.013684278891090
2003-10-01 74.493155478993900
2003-11-01 74.407126377047400
2003-12-01 74.832559612914410
2004-01-01 74.187545546651400
2004-02-01 74.591540476844090
2004-03-01 74.693569100185090
2004-04-01 75.173258013983300
2004-05-01 75.166672558991900
2004-06-01 75.431616109654900
2004-07-01 75.593547856855100
2004-08-01 75.604382809376090
2004-09-01 75.793599117643200
2004-10-01 75.916128893229300
2004-11-01 76.060480224637800
2004-12-01 76.299283199587590
2005-01-01 76.374622774921600
2005-02-01 76.842536135766000
2005-03-01 76.740223796825590
2005-04-01 77.080392978386400
2005-05-01 77.367266380721600
2005-06-01 77.376847750133000
2005-07-01 77.638281457024790
2005-08-01 78.409170883257200
2005-09-01 78.682140426090200
2005-10-01 77.654198702459500
2005-11-01 78.372269592106190
2005-12-01 78.146776140359490
2006-01-01 78.966583135887700
2006-02-01 78.494240106828400
2006-03-01 78.919140747564200
2006-04-01 78.994229377352510
2006-05-01 78.843618983732500
2006-06-01 79.324610183383800
2006-07-01 79.693258394391490
2006-08-01 79.620826196797710
2006-09-01 79.811094926000590
2006-10-01 79.585452669835300
2006-11-01 79.540909814867900
2006-12-01 79.773637857199400
2007-01-01 80.143941678207800
2007-02-01 80.264835247948100
2007-03-01 80.696279860817700
2007-04-01 80.577760496686300
2007-05-01 81.042582569510300
2007-06-01 81.209637840609200
2007-07-01 81.445095336471200
2007-08-01 81.864278978475910
2007-09-01 81.870818512009590
2007-10-01 81.791429432879200
2007-11-01 81.848899778675000
2007-12-01 82.572884025661200
2008-01-01 82.743881001293590
2008-02-01 82.796857586484590
2008-03-01 82.888277605742090
2008-04-01 82.848510103692600
2008-05-01 83.252336444837710
2008-06-01 83.358775938194410
2008-07-01 83.003503624856010
2008-08-01 82.927579852158300
2008-09-01 83.034050683975800
2008-10-01 83.065642840509910
2008-11-01 83.234798667284900
2008-12-01 83.067063953166100
2009-01-01 82.445885354693700
2009-02-01 83.078131088510290
2009-03-01 82.902657600049800
2009-04-01 83.696224540751700
2009-05-01 83.306894746538590
2009-06-01 83.454343238219410
2009-07-01 83.269497336787300
2009-08-01 83.174900115183010
2009-09-01 83.359922665910900
2009-10-01 84.132420328583700
2009-11-01 84.510324898933290
2009-12-01 84.471313719368200
2010-01-01 83.679835546941000
2010-02-01 83.996485405213900
2010-03-01 84.324343944919100
2010-04-01 84.150959662059100
2010-05-01 84.052768835669300
2010-06-01 84.092711328802010
2010-07-01 84.382538574931400
2010-08-01 84.297931595215900
2010-09-01 83.740220554406300
2010-10-01 83.997833902423300
2010-11-01 84.017067989900710
2010-12-01 83.926014806718600
2011-01-01 83.794398316723500
2011-02-01 83.802810679368400
2011-03-01 84.025837609866200
2011-04-01 84.815299817316590
2011-05-01 84.917143895106100
2011-06-01 85.161359554350200
2011-07-01 85.816261891025290
2011-08-01 85.662547857352000
2011-09-01 86.371820006683010
2011-10-01 86.256231385823710
2011-11-01 86.345353463233580
2011-12-01 86.382702877140000
2012-01-01 87.041728884608900
2012-02-01 87.495311334627800
2012-03-01 88.003123387099490
2012-04-01 86.895734569414500
2012-05-01 87.245991375457590
2012-06-01 87.651701988784600
2012-07-01 87.766447444594010
2012-08-01 88.409225028157800
2012-09-01 88.759118777490290
2012-10-01 88.814737507213700
2012-11-01 89.215641456416490
2012-12-01 89.646810802333400
2013-01-01 89.581844245600410
2013-02-01 90.007299726336800
2013-03-01 90.181929157092210
2013-04-01 89.891829775662600
2013-05-01 90.451818380150910
2013-06-01 90.321475183666100
2013-07-01 89.715311123563100
2013-08-01 89.322783299306300
2013-09-01 89.849283472198900
2013-10-01 90.070190428841300
2013-11-01 90.317211407789710
2013-12-01 90.234525963569510
2014-01-01 90.358222749715500
2014-02-01 90.161165670814910
2014-03-01 90.070389655537080
2014-04-01 90.314670688821000
2014-05-01 90.015468926110800
2014-06-01 89.888472627060000
2014-07-01 90.013807734735900
2014-08-01 90.059528953963000
2014-09-01 90.077157886355990
2014-10-01 90.010837185620590
2014-11-01 89.829238744694300
2014-12-01 89.836839563962400
2015-01-01 89.930001882269890
2015-02-01 90.280384015324590
2015-03-01 90.265518246952400
2015-04-01 90.331508180975590
2015-05-01 90.082222927039410
2015-06-01 90.528532451205300
2015-07-01 91.575759792553200
2015-08-01 91.489290079461810
2015-09-01 91.830408601305080
2015-10-01 92.030123534692410
2015-11-01 92.314967912524900
2015-12-01 92.738075023463600
2016-01-01 92.829296369626790
2016-02-01 92.812446008563400
2016-03-01 92.778031062246400
2016-04-01 93.457112759373200
2016-05-01 93.739745547989600
2016-06-01 93.336998456304800
2016-07-01 94.004143400706810
2016-08-01 94.040268803160000
2016-09-01 94.088316905616500
2016-10-01 94.166533312687800
2016-11-01 94.094969040573790
2016-12-01 94.186608251179690
2017-01-01 94.078503865699500
2017-02-01 94.341896299560910
2017-03-01 94.637242042072420
2017-04-01 94.711253586487200
2017-05-01 94.724332888913800
2017-06-01 94.872451160610700
2017-07-01 94.565735502864000
2017-08-01 94.691873912062200
2017-09-01 94.856914573803510
2017-10-01 95.021302917680000
2017-11-01 95.083410177789800
2017-12-01 95.249131648109800
2018-01-01 95.214516343262000
2018-02-01 95.463552601700300
2018-03-01 95.832255275866200
2018-04-01 95.905489023526900
2018-05-01 96.016523632496300
2018-06-01 95.940796061244200
2018-07-01 96.205894360599400
2018-08-01 96.539382279936080
2018-09-01 96.750891508537200
2018-10-01 96.984063529412000
2018-11-01 97.247247104316780
2018-12-01 97.521259750275010
2019-01-01 98.136141467283210
2019-02-01 98.386365708582800
2019-03-01 98.654531875901090
2019-04-01 98.310607162521920
2019-05-01 99.127574337049300
2019-06-01 99.122644602336410
2019-07-01 99.118606783460900
2019-08-01 99.290802732749280
2019-09-01 98.715913497445700
2019-10-01 99.157612836765200
2019-11-01 99.429260094398220
2019-12-01 99.309399432874600
2020-01-01 99.417146462310200
2020-02-01 99.633326354544300
2020-03-01 99.275395162073800
2020-04-01 92.504352008970510
2020-05-01 92.562268571702100
2020-06-01 93.022176612795400
2020-07-01 93.291936185798300
2020-08-01 93.273586077951500
2020-09-01 94.300588933449900
2020-10-01 94.819036651726100
2020-11-01 94.890502578732410
2020-12-01 95.298100586440090
2021-01-01 95.250648966800100
2021-02-01 94.282574420714000
2021-03-01 95.243861610407010
2021-04-01 95.484529659568100
2021-05-01 95.518668821923500
2021-06-01 95.412960369744700
2021-07-01 95.378595639741590
2021-08-01 95.188106849364490
2021-09-01 94.054282141436190
2021-10-01 94.030252809610190
2021-11-01 93.941722114565200
2021-12-01 93.632617173694910
2022-01-01 93.916912972635500
2022-02-01 94.247200432243400
2022-03-01 94.573389174603700
2022-04-01 94.808678997602500
2022-05-01 95.561322542939300
2022-06-01 94.898437041718510
2022-07-01 97.006145652484210
2022-08-01 97.738400515101920
2022-09-01 97.523160316008590
2022-10-01 97.112395857996720
2022-11-01 97.845631726732700
2022-12-01 97.910280895464710
2023-01-01 98.338148505134300
2023-02-01 98.088329881678500
2023-03-01 98.459524824171010
2023-04-01 98.709299943235310
2023-05-01 98.686540504300410
2023-06-01 99.277676668079000
2023-07-01 99.097376806867790
2023-08-01 99.006168222034920
2023-09-01 99.604899697030200
2023-10-01 99.290943735556200
2023-11-01 99.455674046566000
2023-12-01 100.073253068953000
2024-01-01 100.329109484281000
2024-02-01 100.731415265879990
2024-03-01 100.734661332015000
2024-04-01 100.373738369916000
2024-05-01 100.191140677901000
2024-06-01 100.465841245974000
2024-07-01 101.037412230890010
2024-08-01 101.078093188552000
2024-09-01 100.704828690739000
2024-10-01 101.479792023587000
2024-11-01 101.150086601784000
2024-12-01 100.928822748139000
2025-01-01 98.802561981068410
2025-02-01 100.228105835503000
2025-03-01 100.104156914108000
2025-04-01 101.241217521946000
2025-05-01 100.304047581651990
2025-06-01 99.989323536726000
2025-07-01 99.246223950986000
2025-08-01 99.021491112942090

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