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 2026-05-01
Last Updated 2026-06-24 9:55 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 50.6564862643219
1990-02-01 50.7546075069982
1990-03-01 50.6576080988041
1990-04-01 49.9720700192975
1990-05-01 50.5141652108589
1990-06-01 50.6284731543559
1990-07-01 50.7783328194423
1990-08-01 50.9781702368910
1990-09-01 50.5436863479128
1990-10-01 51.1863186434347
1990-11-01 51.2237015425793
1990-12-01 51.4135764950864
1991-01-01 51.8488590682975
1991-02-01 51.9601553152530
1991-03-01 52.2373833220215
1991-04-01 52.4672299773537
1991-05-01 52.7160080473878
1991-06-01 52.8486309977966
1991-07-01 53.3157681637872
1991-08-01 53.6044097435876
1991-09-01 53.8305182839907
1991-10-01 53.6677589703216
1991-11-01 53.9109840129024
1991-12-01 53.9903456842345
1992-01-01 53.8269044619630
1992-02-01 54.0684619010740
1992-03-01 54.1001420799641
1992-04-01 54.5749457413299
1992-05-01 54.9133532636160
1992-06-01 55.2775457588152
1992-07-01 55.3654403643673
1992-08-01 55.4321015266125
1992-09-01 55.8260004011650
1992-10-01 56.1576531534016
1992-11-01 56.4830262419034
1992-12-01 56.7328640030133
1993-01-01 57.5341821058243
1993-02-01 57.4755841413922
1993-03-01 57.6650017126429
1993-04-01 57.8027219473957
1993-05-01 57.7160547771221
1993-06-01 57.8973390710683
1993-07-01 57.5171542187829
1993-08-01 57.9518350846786
1993-09-01 58.6012781191503
1993-10-01 59.2514867867926
1993-11-01 59.4548710536268
1993-12-01 59.5838639855175
1994-01-01 59.7310761855081
1994-02-01 59.6780416974303
1994-03-01 60.0371454962551
1994-04-01 58.4437962149398
1994-05-01 60.3196794905632
1994-06-01 60.0308338249195
1994-07-01 60.4615441044966
1994-08-01 60.7530041603619
1994-09-01 60.5577689829813
1994-10-01 60.0662917713425
1994-11-01 60.4311491777539
1994-12-01 60.9294285356654
1995-01-01 61.5830367677049
1995-02-01 61.9960071567145
1995-03-01 62.5489628651628
1995-04-01 60.8809304024005
1995-05-01 61.7092304307953
1995-06-01 61.5447225087170
1995-07-01 61.1577928384026
1995-08-01 61.4878566602234
1995-09-01 62.1109727394518
1995-10-01 62.4718486611559
1995-11-01 62.7095987133464
1995-12-01 62.7104814341701
1996-01-01 62.1461349319901
1996-02-01 62.0225488037093
1996-03-01 61.6947586903409
1996-04-01 61.3915358812127
1996-05-01 61.2723711219969
1996-06-01 61.4495927685997
1996-07-01 61.4101660400195
1996-08-01 61.5051517689451
1996-09-01 61.7821525752244
1996-10-01 61.7211623687004
1996-11-01 62.1136931304234
1996-12-01 62.2970375613947
1997-01-01 63.0542852854630
1997-02-01 63.3707341337141
1997-03-01 63.6699358378726
1997-04-01 63.9662103921260
1997-05-01 64.3315525916386
1997-06-01 64.4307099736278
1997-07-01 64.9572363152812
1997-08-01 65.2548262842045
1997-09-01 65.5616806490236
1997-10-01 65.3416538426406
1997-11-01 65.1988358969582
1997-12-01 65.3148052547704
1998-01-01 64.9281192379836
1998-02-01 64.7074669150338
1998-03-01 65.1339505135249
1998-04-01 65.3172577560711
1998-05-01 65.3774656356621
1998-06-01 65.3996837089196
1998-07-01 65.1714418298994
1998-08-01 65.2904593392538
1998-09-01 65.2152604655075
1998-10-01 65.6868752932029
1998-11-01 65.9363344489431
1998-12-01 65.7732852172133
1999-01-01 65.7482710004054
1999-02-01 65.9320427884808
1999-03-01 65.9504500845543
1999-04-01 66.1562516113459
1999-05-01 66.1244586334634
1999-06-01 65.9628604019180
1999-07-01 66.1300590789172
1999-08-01 65.9430575959837
1999-09-01 66.5048272676454
1999-10-01 65.6234672591066
1999-11-01 65.6979908394377
1999-12-01 66.0742026174343
2000-01-01 65.7899313801082
2000-02-01 65.7955478146742
2000-03-01 66.0037709565980
2000-04-01 66.3331436095814
2000-05-01 66.3790383315559
2000-06-01 67.0514810457833
2000-07-01 67.0312796502854
2000-08-01 67.0220460586509
2000-09-01 67.2027726301717
2000-10-01 67.7356709389710
2000-11-01 68.0558393777384
2000-12-01 68.0297362856942
2001-01-01 68.2395134865730
2001-02-01 68.2393304941270
2001-03-01 68.2237360127516
2001-04-01 68.4187879462308
2001-05-01 68.7668458173190
2001-06-01 68.9432604451085
2001-07-01 69.1795931542091
2001-08-01 69.4354357876399
2001-09-01 69.5825064439222
2001-10-01 68.4306931037724
2001-11-01 68.5132477078319
2001-12-01 68.9877800440777
2002-01-01 69.7670110652465
2002-02-01 69.9515015539157
2002-03-01 70.4432922700113
2002-04-01 70.7398743883617
2002-05-01 70.8576308457298
2002-06-01 70.7547553257786
2002-07-01 71.2530513588437
2002-08-01 71.8311372697667
2002-09-01 72.4112698331677
2002-10-01 72.9027797067170
2002-11-01 73.3581390322822
2002-12-01 73.6114599948642
2003-01-01 74.1300744983116
2003-02-01 74.4053454892910
2003-03-01 74.3605393657363
2003-04-01 73.8421159803692
2003-05-01 74.0668194909753
2003-06-01 74.0568478106246
2003-07-01 73.3301674026039
2003-08-01 73.9271504233032
2003-09-01 74.0137104287038
2003-10-01 74.4931574086066
2003-11-01 74.4071244074437
2003-12-01 74.8325496278347
2004-01-01 74.1875381021507
2004-02-01 74.5915379117330
2004-03-01 74.6935678161864
2004-04-01 75.1732576798528
2004-05-01 75.1666716859391
2004-06-01 75.4316191411592
2004-07-01 75.5935480407026
2004-08-01 75.6043841366046
2004-09-01 75.7936071938316
2004-10-01 75.9161329514519
2004-11-01 76.0604811072864
2004-12-01 76.2992755585600
2005-01-01 76.3746168345301
2005-02-01 76.8425351834402
2005-03-01 76.7402232992789
2005-04-01 77.0803931970031
2005-05-01 77.3672667848500
2005-06-01 77.3768501877041
2005-07-01 77.6382821511303
2005-08-01 78.4091730784927
2005-09-01 78.6821423618722
2005-10-01 77.6542003386018
2005-11-01 78.3722702190940
2005-12-01 78.1467712905254
2006-01-01 78.9665791547510
2006-02-01 78.4942400541350
2006-03-01 78.9191409789913
2006-04-01 78.9942300205241
2006-05-01 78.8436199067337
2006-06-01 79.3246110449807
2006-07-01 79.6932589597760
2006-08-01 79.6208276714343
2006-09-01 79.8110958598990
2006-10-01 79.5854533144868
2006-11-01 79.5409097401981
2006-12-01 79.7736352695022
2007-01-01 80.1439388587734
2007-02-01 80.2648354222753
2007-03-01 80.6962801485802
2007-04-01 80.5777609669107
2007-05-01 81.0425831600354
2007-06-01 81.2096383792431
2007-07-01 81.4450955369449
2007-08-01 81.8642801172733
2007-09-01 81.8708193610526
2007-10-01 81.7914301213210
2007-11-01 81.8488991730559
2007-12-01 82.5728833559336
2008-01-01 82.7438785502860
2008-02-01 82.7968567489694
2008-03-01 82.8882772941170
2008-04-01 82.8485105453262
2008-05-01 83.2523372705649
2008-06-01 83.3587766956921
2008-07-01 83.0035039006459
2008-08-01 82.9275806665220
2008-09-01 83.0340516215537
2008-10-01 83.0656440330671
2008-11-01 83.2347981920145
2008-12-01 83.0670641708117
2009-01-01 82.4458833871239
2009-02-01 83.0781262821310
2009-03-01 82.9026566348055
2009-04-01 83.6962257617359
2009-05-01 83.3068974133148
2009-06-01 83.4543453055792
2009-07-01 83.2694981442490
2009-08-01 83.1749004214148
2009-09-01 83.3599230915062
2009-10-01 84.1324223134150
2009-11-01 84.5103244663096
2009-12-01 84.4713128373031
2010-01-01 83.6798334405370
2010-02-01 83.9964766142410
2010-03-01 84.3243417716745
2010-04-01 84.1509504736390
2010-05-01 84.0527968574817
2010-06-01 84.0927130103125
2010-07-01 84.3825316544119
2010-08-01 84.2979319328599
2010-09-01 83.7402216584147
2010-10-01 83.9978353463086
2010-11-01 84.0170658194046
2010-12-01 83.9260115742062
2011-01-01 83.7943936572632
2011-02-01 83.8027963734570
2011-03-01 84.0258355226207
2011-04-01 84.8152842839767
2011-05-01 84.9172028807894
2011-06-01 85.1613642197449
2011-07-01 85.8162472206782
2011-08-01 85.6625457792035
2011-09-01 86.3718186231618
2011-10-01 86.2562306739556
2011-11-01 86.3453470114986
2011-12-01 86.3826926546640
2012-01-01 87.0417190295229
2012-02-01 87.4952926293051
2012-03-01 88.0031181164018
2012-04-01 86.8957072217282
2012-05-01 87.2461202861015
2012-06-01 87.6517087458237
2012-07-01 87.7664065630574
2012-08-01 88.4092218030035
2012-09-01 88.7591134597331
2012-10-01 88.8147307513166
2012-11-01 89.2156274894029
2012-12-01 89.6467893737848
2013-01-01 89.5818222539090
2013-02-01 90.0072866154887
2013-03-01 90.1819185371159
2013-04-01 89.8917813106990
2013-05-01 90.4520434951753
2013-06-01 90.3214987524967
2013-07-01 89.7152398921192
2013-08-01 89.3227753108741
2013-09-01 89.8492716849543
2013-10-01 90.0701705912295
2013-11-01 90.3171786071723
2013-12-01 90.2344771843897
2014-01-01 90.3581752680337
2014-02-01 90.1611608060747
2014-03-01 90.0703845973017
2014-04-01 90.3146175741605
2014-05-01 90.0157979378261
2014-06-01 89.8885263532847
2014-07-01 90.0137278054015
2014-08-01 90.0595485438295
2014-09-01 90.0771710060673
2014-10-01 90.0108008624724
2014-11-01 89.8291318610557
2014-12-01 89.8366451670771
2015-01-01 89.9297938119597
2015-02-01 90.2803222269753
2015-03-01 90.2655824024794
2015-04-01 90.3316705291393
2015-05-01 90.0828179667057
2015-06-01 90.5287228072390
2015-07-01 91.5756449262772
2015-08-01 91.4892162884050
2015-09-01 91.8303766656307
2015-10-01 92.0300410900855
2015-11-01 92.3147182082562
2015-12-01 92.7375736304902
2016-01-01 92.8286687796363
2016-02-01 92.8121068286870
2016-03-01 92.7781328782594
2016-04-01 93.4586624709449
2016-05-01 93.7409996857845
2016-06-01 93.3374371587240
2016-07-01 94.0036690782651
2016-08-01 94.0395169367587
2016-09-01 94.0877940601861
2016-10-01 94.1662364037752
2016-11-01 94.0945549685906
2016-12-01 94.1857914781880
2017-01-01 94.0773468107513
2017-02-01 94.3412470101692
2017-03-01 94.6373141688663
2017-04-01 94.7163944497247
2017-05-01 94.7273375910501
2017-06-01 94.8734021855984
2017-07-01 94.5649112044498
2017-08-01 94.6836140106678
2017-09-01 94.8569236506106
2017-10-01 95.0226657211180
2017-11-01 95.0838553338224
2017-12-01 95.2484663504338
2018-01-01 95.2130718721854
2018-02-01 95.4606207586760
2018-03-01 95.8331558467560
2018-04-01 95.9157335822932
2018-05-01 96.0229967813135
2018-06-01 95.9436244422220
2018-07-01 96.2057612159699
2018-08-01 96.5125602937133
2018-09-01 96.7528660673994
2018-10-01 96.9892876185890
2018-11-01 97.2508001353151
2018-12-01 97.5213986636171
2019-01-01 98.1349808727594
2019-02-01 98.3816959741437
2019-03-01 98.6554717640735
2019-04-01 98.3233099054302
2019-05-01 99.1374840356764
2019-06-01 99.1446350434603
2019-07-01 99.0964672719995
2019-08-01 99.2376544524808
2019-09-01 98.7225314318351
2019-10-01 99.1892803909739
2019-11-01 99.4346543359873
2019-12-01 99.3091193284321
2020-01-01 99.4136342434361
2020-02-01 99.6235117625051
2020-03-01 99.2720296115816
2020-04-01 92.5105370256843
2020-05-01 92.5635595617292
2020-06-01 93.0937696603776
2020-07-01 93.2366397684934
2020-08-01 93.1996422114809
2020-09-01 94.3095839951329
2020-10-01 94.8807548584561
2020-11-01 94.9036583462753
2020-12-01 95.2991193236061
2021-01-01 95.2410078393045
2021-02-01 94.2645823473201
2021-03-01 95.2356095136448
2021-04-01 95.4751340099831
2021-05-01 95.5011530098086
2021-06-01 95.5566398679114
2021-07-01 95.2681587457146
2021-08-01 95.0968688458870
2021-09-01 94.0701301913687
2021-10-01 94.1458363843751
2021-11-01 93.9588139082722
2021-12-01 93.6572413379945
2022-01-01 93.8899134489258
2022-02-01 94.1847557869703
2022-03-01 94.5492187262124
2022-04-01 94.7773433276558
2022-05-01 95.5300082475265
2022-06-01 95.1482618861734
2022-07-01 96.8404483249750
2022-08-01 97.6056489224095
2022-09-01 97.5460169940788
2022-10-01 97.2940319841369
2022-11-01 97.8826961714934
2022-12-01 97.9652403009670
2023-01-01 98.2880601757146
2023-02-01 97.9797578821198
2023-03-01 98.3943045615285
2023-04-01 98.6361854921580
2023-05-01 98.6578016573089
2023-06-01 99.6324413065779
2023-07-01 98.8821825254941
2023-08-01 98.8428601817824
2023-09-01 99.6510831427634
2023-10-01 99.5501736119040
2023-11-01 99.5113633380911
2023-12-01 100.1577539116540
2024-01-01 100.2528030268360
2024-02-01 100.5668983053790
2024-03-01 100.6069964091870
2024-04-01 100.5560984436910
2024-05-01 100.6689253849040
2024-06-01 101.0178965413220
2024-07-01 101.4049608556860
2024-08-01 101.1791512264070
2024-09-01 101.2756817083010
2024-10-01 101.8903048777050
2024-11-01 102.1312031615310
2024-12-01 101.8212501469440
2025-01-01 102.9379539738230
2025-02-01 102.6331006053130
2025-03-01 102.2151951139610
2025-04-01 102.2797289261640
2025-05-01 102.3943884834800
2025-06-01 102.1874203091020
2025-07-01 102.4469909669450
2025-08-01 102.9175888443830
2025-09-01 102.7142939983250
2025-10-01 102.7955088008000
2025-11-01 103.0387847420750
2025-12-01 103.8869116707910
2026-01-01 103.4242025335690
2026-02-01 103.5014507383710
2026-03-01 104.5650510922540
2026-04-01 104.6259169960940
2026-05-01 104.5038459587300

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