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 2026-04-01
Last Updated 2026-05-26 2:54 PM 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 50.6564947252766
1990-02-01 50.7546133190191
1990-03-01 50.6576086663991
1990-04-01 49.9720612036347
1990-05-01 50.5141555065404
1990-06-01 50.6284628354262
1990-07-01 50.7783249015918
1990-08-01 50.9781740020645
1990-09-01 50.5436757235207
1990-10-01 51.1863183508395
1990-11-01 51.2237084000440
1990-12-01 51.4135936067562
1991-01-01 51.8488747102405
1991-02-01 51.9601688525818
1991-03-01 52.2373907532103
1991-04-01 52.4672097855727
1991-05-01 52.7159994765555
1991-06-01 52.8486085480740
1991-07-01 53.3157571739803
1991-08-01 53.6044122071637
1991-09-01 53.8305030935221
1991-10-01 53.6677586935154
1991-11-01 53.9109926553674
1991-12-01 53.9903658630523
1992-01-01 53.8269322442146
1992-02-01 54.0684957712148
1992-03-01 54.1001815276363
1992-04-01 54.5748764022895
1992-05-01 54.9133551559565
1992-06-01 55.2774960501662
1992-07-01 55.3654212642740
1992-08-01 55.4321015083596
1992-09-01 55.8259825543162
1992-10-01 56.1576541845371
1992-11-01 56.4830389795066
1992-12-01 56.7328920615697
1993-01-01 57.5342269754833
1993-02-01 57.4756439804285
1993-03-01 57.6650789338066
1993-04-01 57.8025960915530
1993-05-01 57.7160655979273
1993-06-01 57.8972571869501
1993-07-01 57.5171254399191
1993-08-01 57.9518295327982
1993-09-01 58.6012585129692
1993-10-01 59.2514912644101
1993-11-01 59.4548888090490
1993-12-01 59.5839006245703
1994-01-01 59.7311362443560
1994-02-01 59.6781247632231
1994-03-01 60.0372570728089
1994-04-01 58.4436277408431
1994-05-01 60.3196950160186
1994-06-01 60.0307268934624
1994-07-01 60.4615034356631
1994-08-01 60.7529950348024
1994-09-01 60.5577508548334
1994-10-01 60.0662994490789
1994-11-01 60.4311707936418
1994-12-01 60.9294702076184
1995-01-01 61.5831061585586
1995-02-01 61.9961010731527
1995-03-01 62.5490802435717
1995-04-01 60.8807533865472
1995-05-01 61.7092427963064
1995-06-01 61.5446093425199
1995-07-01 61.1577501203011
1995-08-01 61.4878433992277
1995-09-01 62.1109566499843
1995-10-01 62.4718593255709
1995-11-01 62.7096220812409
1995-12-01 62.7105194846715
1996-01-01 62.1462008189379
1996-02-01 62.0226385442843
1996-03-01 61.6948667063168
1996-04-01 61.3913712581769
1996-05-01 61.2723821757116
1996-06-01 61.4494937710577
1996-07-01 61.4101263876518
1996-08-01 61.5051381792067
1996-09-01 61.7821419378614
1996-10-01 61.7211730367159
1996-11-01 62.1137141865614
1996-12-01 62.2970666299760
1997-01-01 63.0543399059170
1997-02-01 63.3708047218654
1997-03-01 63.6700084508405
1997-04-01 63.9660973791712
1997-05-01 64.3315531418449
1997-06-01 64.4306389835073
1997-07-01 64.9572046846463
1997-08-01 65.2548129784350
1997-09-01 65.5616729908475
1997-10-01 65.3416627541159
1997-11-01 65.1988534450295
1997-12-01 65.3148243981024
1998-01-01 64.9281577986096
1998-02-01 64.7075119757931
1998-03-01 65.1339851487947
1998-04-01 65.3172033693132
1998-05-01 65.3774570249549
1998-06-01 65.3996466823674
1998-07-01 65.1714208830286
1998-08-01 65.2904513294356
1998-09-01 65.2152542817102
1998-10-01 65.6868801880097
1998-11-01 65.9363464230459
1998-12-01 65.7732945717598
1999-01-01 65.7482948636227
1999-02-01 65.9320653862390
1999-03-01 65.9504509296857
1999-04-01 66.1562447074351
1999-05-01 66.1244460577874
1999-06-01 65.9628480160003
1999-07-01 66.1300495912878
1999-08-01 65.9430536307922
1999-09-01 66.5048195711209
1999-10-01 65.6234688431140
1999-11-01 65.6979983027679
1999-12-01 66.0742047137352
2000-01-01 65.7899427409712
2000-02-01 65.7955589943264
2000-03-01 66.0037699455718
2000-04-01 66.3331405599344
2000-05-01 66.3790339449956
2000-06-01 67.0514774728300
2000-07-01 67.0312765449190
2000-08-01 67.0220451634673
2000-09-01 67.2027653097231
2000-10-01 67.7356711320296
2000-11-01 68.0558435754863
2000-12-01 68.0297366745390
2001-01-01 68.2395184859353
2001-02-01 68.2393355102580
2001-03-01 68.2237351946793
2001-04-01 68.4187867472369
2001-05-01 68.7668445118922
2001-06-01 68.9432600704964
2001-07-01 69.1795924559852
2001-08-01 69.4354360830866
2001-09-01 69.5824999478116
2001-10-01 68.4306929806020
2001-11-01 68.5132500344540
2001-12-01 68.9877813924328
2002-01-01 69.7670126444408
2002-02-01 69.9515028667013
2002-03-01 70.4432928838411
2002-04-01 70.7398741616536
2002-05-01 70.8576302736705
2002-06-01 70.7547553073847
2002-07-01 71.2530512119036
2002-08-01 71.8311376548218
2002-09-01 72.4112653479645
2002-10-01 72.9027798233282
2002-11-01 73.3581396174903
2002-12-01 73.6114613228843
2003-01-01 74.1300755664468
2003-02-01 74.4053460754556
2003-03-01 74.3605396338833
2003-04-01 73.8421159655951
2003-05-01 74.0668194008043
2003-06-01 74.0568477228039
2003-07-01 73.3301674010764
2003-08-01 73.9271505812160
2003-09-01 74.0137080747879
2003-10-01 74.4931572330865
2003-11-01 74.4071245834480
2003-12-01 74.8325505268079
2004-01-01 74.1875387730306
2004-02-01 74.5915381478186
2004-03-01 74.6935679342317
2004-04-01 75.1732577074903
2004-05-01 75.1666717574564
2004-06-01 75.4316188837638
2004-07-01 75.5935480186393
2004-08-01 75.6043840101223
2004-09-01 75.7936064654472
2004-10-01 75.9161325964562
2004-11-01 76.0604810311262
2004-12-01 76.2992762431520
2005-01-01 76.3746173618885
2005-02-01 76.8425352685409
2005-03-01 76.7402233426352
2005-04-01 77.0803931759104
2005-05-01 77.3672667473590
2005-06-01 77.3768499792784
2005-07-01 77.6382820873063
2005-08-01 78.4091728801258
2005-09-01 78.6821421879182
2005-10-01 77.6542001921445
2005-11-01 78.3722701621878
2005-12-01 78.1467717250093
2006-01-01 78.9665795098375
2006-02-01 78.4942400585837
2006-03-01 78.9191409579312
2006-04-01 78.9942299627191
2006-05-01 78.8436198258948
2006-06-01 79.3246109705946
2006-07-01 79.6932589109257
2006-08-01 79.6208275389656
2006-09-01 79.8110957763179
2006-10-01 79.5854532536746
2006-11-01 79.5409097387730
2006-12-01 79.7736354978968
2007-01-01 80.1439391161045
2007-02-01 80.2648354092138
2007-03-01 80.6962801279041
2007-04-01 80.5777609293257
2007-05-01 81.0425831119673
2007-06-01 81.2096383338032
2007-07-01 81.4450955179973
2007-08-01 81.8642800097898
2007-09-01 81.8708192769694
2007-10-01 81.7914300422753
2007-11-01 81.8488992009604
2007-12-01 82.5728834076995
2008-01-01 82.7438787958033
2008-02-01 82.7968568550383
2008-03-01 82.8882773695377
2008-04-01 82.8485105404869
2008-05-01 83.2523371974668
2008-06-01 83.3587765922979
2008-07-01 83.0035038234013
2008-08-01 82.9275805471462
2008-09-01 83.0340515090596
2008-10-01 83.0656439017447
2008-11-01 83.2347982049215
2008-12-01 83.0670641554491
2009-01-01 82.4458836219229
2009-02-01 83.0781268165860
2009-03-01 82.9026568837981
2009-04-01 83.6962257962936
2009-05-01 83.3068971174450
2009-06-01 83.4543449621880
2009-07-01 83.2694978766100
2009-08-01 83.1749002363172
2009-09-01 83.3599229678204
2009-10-01 84.1324221081587
2009-11-01 84.5103244841032
2009-12-01 84.4713129068123
2010-01-01 83.6798337782155
2010-02-01 83.9964777617262
2010-03-01 84.3243424703406
2010-04-01 84.1509515180185
2010-05-01 84.0527945578243
2010-06-01 84.0927129889263
2010-07-01 84.3825304431563
2010-08-01 84.2979318775158
2010-09-01 83.7402212988163
2010-10-01 83.9978348381316
2010-11-01 84.0170656830739
2010-12-01 83.9260119210830
2011-01-01 83.7943948347892
2011-02-01 83.8027990826361
2011-03-01 84.0258373710335
2011-04-01 84.8152863474376
2011-05-01 84.9171978163582
2011-06-01 85.1613635547063
2011-07-01 85.8162442936075
2011-08-01 85.6625454877057
2011-09-01 86.3718178752214
2011-10-01 86.2562295537262
2011-11-01 86.3453465417272
2011-12-01 86.3826937322671
2012-01-01 87.0417223732426
2012-02-01 87.4952986254625
2012-03-01 88.0031227178089
2012-04-01 86.8957111338208
2012-05-01 87.2461091704408
2012-06-01 87.6517078753190
2012-07-01 87.7663981598073
2012-08-01 88.4092221615376
2012-09-01 88.7591124403932
2012-10-01 88.8147291511649
2012-11-01 89.2156266654579
2012-12-01 89.6467903280317
2013-01-01 89.5818247484857
2013-02-01 90.0073054779784
2013-03-01 90.1819291112096
2013-04-01 89.8917862155890
2013-05-01 90.4520209482655
2013-06-01 90.3214912877676
2013-07-01 89.7152281895228
2013-08-01 89.3227762057470
2013-09-01 89.8492707189076
2013-10-01 90.0701695752011
2013-11-01 90.3171790163728
2013-12-01 90.2344798470048
2014-01-01 90.3581786561229
2014-02-01 90.1611930441570
2014-03-01 90.0704004596953
2014-04-01 90.3146216983935
2014-05-01 90.0157624337156
2014-06-01 89.8885102252257
2014-07-01 90.0137104694113
2014-08-01 90.0595464505550
2014-09-01 90.0771659337316
2014-10-01 90.0107977847383
2014-11-01 89.8291340958941
2014-12-01 89.8366580729685
2015-01-01 89.9298140125935
2015-02-01 90.2803839886859
2015-03-01 90.2656113927767
2015-04-01 90.3316706526845
2015-05-01 90.0827614700984
2015-06-01 90.5286743890732
2015-07-01 91.5756019893055
2015-08-01 91.4891903870561
2015-09-01 91.8303557405833
2015-10-01 92.0300374284164
2015-11-01 92.3147357166452
2015-12-01 92.7376209361257
2016-01-01 92.8287446649887
2016-02-01 92.8122357215241
2016-03-01 92.7782122614867
2016-04-01 93.4586144621853
2016-05-01 93.7409275669971
2016-06-01 93.3373271455816
2016-07-01 94.0035394924924
2016-08-01 94.0394028067185
2016-09-01 94.0877545884916
2016-10-01 94.1662049131127
2016-11-01 94.0945980769429
2016-12-01 94.1858980903372
2017-01-01 94.0775167474602
2017-02-01 94.3415596651233
2017-03-01 94.6376820007949
2017-04-01 94.7161853287067
2017-05-01 94.7271940643396
2017-06-01 94.8732043356479
2017-07-01 94.5646872048414
2017-08-01 94.6829649700085
2017-09-01 94.8568646531682
2017-10-01 95.0228304110451
2017-11-01 95.0839203775229
2017-12-01 95.2486517754046
2018-01-01 95.2133992934674
2018-02-01 95.4613014260651
2018-03-01 95.8339135351243
2018-04-01 95.9154264118074
2018-05-01 96.0227714443464
2018-06-01 95.9432445433851
2018-07-01 96.2053118971840
2018-08-01 96.5108849875619
2018-09-01 96.7528174164185
2018-10-01 96.9897452459424
2018-11-01 97.2509718685286
2018-12-01 97.5217373325795
2019-01-01 98.1355730402651
2019-02-01 98.3828900763802
2019-03-01 98.6567369517326
2019-04-01 98.3230845434952
2019-05-01 99.1374553199685
2019-06-01 99.1438594147102
2019-07-01 99.0951408309037
2019-08-01 99.2343686759926
2019-09-01 98.7228406137508
2019-10-01 99.1902123776419
2019-11-01 99.4349841070614
2019-12-01 99.3097166270139
2020-01-01 99.4146225696149
2020-02-01 99.6252489155913
2020-03-01 99.2737615030759
2020-04-01 92.5107718381941
2020-05-01 92.5640432319732
2020-06-01 93.0917507470766
2020-07-01 93.2346912509672
2020-08-01 93.1945335796352
2020-09-01 94.3100473868821
2020-10-01 94.8817359337599
2020-11-01 94.9043692790362
2020-12-01 95.3005146146855
2021-01-01 95.2431991901485
2021-02-01 94.2675418335751
2021-03-01 95.2382612087635
2021-04-01 95.4758182165756
2021-05-01 95.5014231397018
2021-06-01 95.5521258423912
2021-07-01 95.2642418235178
2021-08-01 95.0888046983075
2021-09-01 94.0699826105498
2021-10-01 94.1469384642410
2021-11-01 93.9610287868645
2021-12-01 93.6599390948385
2022-01-01 93.8951523229988
2022-02-01 94.1922014018834
2022-03-01 94.5530586161457
2022-04-01 94.7778639692603
2022-05-01 95.5282517414535
2022-06-01 95.1393273413539
2022-07-01 96.8327220378430
2022-08-01 97.5933826218654
2022-09-01 97.5440104829255
2022-10-01 97.2945473570495
2022-11-01 97.8863123863284
2022-12-01 97.9724307947552
2023-01-01 98.3008774803550
2023-02-01 97.9999196374389
2023-03-01 98.3902987284580
2023-04-01 98.6495077902594
2023-05-01 98.6424595121138
2023-06-01 99.6144242812621
2023-07-01 98.8679594558273
2023-08-01 98.8268472979843
2023-09-01 99.6464395277237
2023-10-01 99.5507019904761
2023-11-01 99.5182065695797
2023-12-01 100.1713283391830
2024-01-01 100.2754554911680
2024-02-01 100.6020048549570
2024-03-01 100.5944653055320
2024-04-01 100.5775135970440
2024-05-01 100.6436602436290
2024-06-01 100.9893355452310
2024-07-01 101.3839851963860
2024-08-01 101.1592871274710
2024-09-01 101.2679383612200
2024-10-01 101.8902747796570
2024-11-01 102.1406824035770
2024-12-01 101.8423424376410
2025-01-01 102.9714246157820
2025-02-01 102.6838450034700
2025-03-01 102.1913881937060
2025-04-01 102.3116195277880
2025-05-01 102.3575922113180
2025-06-01 102.1488605224500
2025-07-01 102.4200668424940
2025-08-01 102.8951743486740
2025-09-01 102.7037913153880
2025-10-01 102.7957042616310
2025-11-01 103.0512036632090
2025-12-01 103.9127693815990
2026-01-01 103.4642950331430
2026-02-01 103.5612261289720
2026-03-01 104.5352380066890
2026-04-01 104.7558013788390

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