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 2026-09-01
Last Updated 2026-10-20 9:47 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 50.6565171260
1990-02-01 50.7546348868
1990-03-01 50.6576079675
1990-04-01 49.9720159978
1990-05-01 50.5141127971
1990-06-01 50.6284198321
1990-07-01 50.7782976460
1990-08-01 50.9781941583
1990-09-01 50.5436487278
1990-10-01 51.1863192883
1990-11-01 51.2237412576
1990-12-01 51.4136642742
1991-01-01 51.8489230997
1991-02-01 51.9602219571
1991-03-01 52.2374220008
1991-04-01 52.4671004151
1991-05-01 52.7159734024
1991-06-01 52.8485057589
1991-07-01 53.3157269978
1991-08-01 53.6044331631
1991-09-01 53.8304624493
1991-10-01 53.6677604252
1991-11-01 53.9110336523
1991-12-01 53.9904482329
1992-01-01 53.8270247240
1992-02-01 54.0686240898
1992-03-01 54.1003294849
1992-04-01 54.5745689692
1992-05-01 54.9133797764
1992-06-01 55.2772757147
1992-07-01 55.3653712688
1992-08-01 55.4321240142
1992-09-01 55.8259336556
1992-10-01 56.1576619060
1992-11-01 56.4830966954
1992-12-01 56.7330031537
1993-01-01 57.5343820480
1993-02-01 57.4758661958
1993-03-01 57.6653639041
1993-04-01 57.8020606829
1993-05-01 57.7161377546
1993-06-01 57.8969011398
1993-07-01 57.5170510315
1993-08-01 57.9518431452
1993-09-01 58.6012059366
1993-10-01 59.2515137694
1993-11-01 59.4549650074
1993-12-01 59.5840419941
1994-01-01 59.7313441337
1994-02-01 59.6784268175
1994-03-01 60.0376580846
1994-04-01 58.4429422145
1994-05-01 60.3197862709
1994-06-01 60.0302782725
1994-07-01 60.4613900494
1994-08-01 60.7530036604
1994-09-01 60.5577032193
1994-10-01 60.0663334842
1994-11-01 60.4312593521
1994-12-01 60.9296260676
1995-01-01 61.5833474940
1995-02-01 61.9964384165
1995-03-01 62.5495021353
1995-04-01 60.8800363132
1995-05-01 61.7093275392
1995-06-01 61.5441404673
1995-07-01 61.1576303552
1995-08-01 61.4878356128
1995-09-01 62.1109170993
1995-10-01 62.4719040182
1995-11-01 62.7097125045
1995-12-01 62.7106583052
1996-01-01 62.1464293239
1996-02-01 62.0229544000
1996-03-01 61.6952472328
1996-04-01 61.3907285769
1996-05-01 61.2724507051
1996-06-01 61.4490973701
1996-07-01 61.4100086446
1996-08-01 61.5051211797
1996-09-01 61.7821180985
1996-10-01 61.7212157034
1996-11-01 62.1137913535
1996-12-01 62.2971696151
1997-01-01 63.0545294695
1997-02-01 63.3710485206
1997-03-01 63.6702604095
1997-04-01 63.9656659671
1997-05-01 64.3315717318
1997-06-01 64.4303640572
1997-07-01 64.9571063179
1997-08-01 65.2547855074
1997-09-01 65.5616574561
1997-10-01 65.3416979653
1997-11-01 65.1989144371
1997-12-01 65.3148907522
1998-01-01 64.9282895825
1998-02-01 64.7076637929
1998-03-01 65.1340994121
1998-04-01 65.3170091860
1998-05-01 65.3774268182
1998-06-01 65.3995143012
1998-07-01 65.1713499517
1998-08-01 65.2904311399
1998-09-01 65.2152397743
1998-10-01 65.6868985215
1998-11-01 65.9363866586
1998-12-01 65.7733258968
1999-01-01 65.7483759699
1999-02-01 65.9321408242
1999-03-01 65.9504524056
1999-04-01 66.1562194522
1999-05-01 66.1244016949
1999-06-01 65.9628052175
1999-07-01 66.1300175503
1999-08-01 65.9430408574
1999-09-01 66.5047987109
1999-10-01 65.6234743549
1999-11-01 65.6980225536
1999-12-01 66.0742109461
2000-01-01 65.7899812392
2000-02-01 65.7955961415
2000-03-01 66.0037660435
2000-04-01 66.3331299680
2000-05-01 66.3790189217
2000-06-01 67.0514653336
2000-07-01 67.0312658358
2000-08-01 67.0220418275
2000-09-01 67.2027437959
2000-10-01 67.7356713375
2000-11-01 68.0558570312
2000-12-01 68.0297375214
2001-01-01 68.2395354942
2001-02-01 68.2393521941
2001-03-01 68.2237322015
2001-04-01 68.4187825367
2001-05-01 68.7668399227
2001-06-01 68.9432587178
2001-07-01 69.1795898921
2001-08-01 69.4354368711
2001-09-01 69.5824801677
2001-10-01 68.4306923631
2001-11-01 68.5132575702
2001-12-01 68.9877856954
2002-01-01 69.7670177721
2002-02-01 69.9515071166
2002-03-01 70.4432948240
2002-04-01 70.7398733133
2002-05-01 70.8576282311
2002-06-01 70.7547552238
2002-07-01 71.2530506867
2002-08-01 71.8311389774
2002-09-01 72.4112511167
2002-10-01 72.9027802358
2002-11-01 73.3581415170
2002-12-01 73.6114655664
2003-01-01 74.1300789825
2003-02-01 74.4053479440
2003-03-01 74.3605404705
2003-04-01 73.8421158866
2003-05-01 74.0668190719
2003-06-01 74.0568474293
2003-07-01 73.3301674034
2003-08-01 73.9271511410
2003-09-01 74.0137005603
2003-10-01 74.4931566617
2003-11-01 74.4071251477
2003-12-01 74.8325533934
2004-01-01 74.1875409204
2004-02-01 74.5915388904
2004-03-01 74.6935683064
2004-04-01 75.1732578054
2004-05-01 75.1666720116
2004-06-01 75.4316180062
2004-07-01 75.5935479734
2004-08-01 75.6043836264
2004-09-01 75.7936041605
2004-10-01 75.9161314257
2004-11-01 76.0604807695
2004-12-01 76.2992784264
2005-01-01 76.3746190646
2005-02-01 76.8425355381
2005-03-01 76.7402234833
2005-04-01 77.0803931131
2005-05-01 77.3672666333
2005-06-01 77.3768492789
2005-07-01 77.6382819065
2005-08-01 78.4091722730
2005-09-01 78.6821416504
2005-10-01 77.6541997271
2005-11-01 78.3722699592
2005-12-01 78.1467730936
2006-01-01 78.9665806138
2006-02-01 78.4942400686
2006-03-01 78.9191408894
2006-04-01 78.9942297773
2006-05-01 78.8436195596
2006-06-01 79.3246107243
2006-07-01 79.6932587616
2006-08-01 79.6208271449
2006-09-01 79.8110956286
2006-10-01 79.5854531364
2006-11-01 79.5409096666
2006-12-01 79.7736362843
2007-01-01 80.1439397561
2007-02-01 80.2648353083
2007-03-01 80.6962799795
2007-04-01 80.5777607553
2007-05-01 81.0425829276
2007-06-01 81.2096381961
2007-07-01 81.4450955221
2007-08-01 81.8642798234
2007-09-01 81.8708192821
2007-10-01 81.7914301303
2007-11-01 81.8488992979
2007-12-01 82.5728836842
2008-01-01 82.7438789528
2008-02-01 82.7968566708
2008-03-01 82.8882771159
2008-04-01 82.8485103757
2008-05-01 83.2523371892
2008-06-01 83.3587766926
2008-07-01 83.0035039789
2008-08-01 82.9275805801
2008-09-01 83.0340516424
2008-10-01 83.0656440928
2008-11-01 83.2347982768
2008-12-01 83.0670643353
2009-01-01 82.4458835068
2009-02-01 83.0781258603
2009-03-01 82.9026563065
2009-04-01 83.6962255841
2009-05-01 83.3068975905
2009-06-01 83.4543455701
2009-07-01 83.2694984022
2009-08-01 83.1749005865
2009-09-01 83.3599232309
2009-10-01 84.1324225097
2009-11-01 84.5103245963
2009-12-01 84.4713128358
2010-01-01 83.6798331439
2010-02-01 83.9964755111
2010-03-01 84.3243407617
2010-04-01 84.1509492462
2010-05-01 84.0527984610
2010-06-01 84.0927131463
2010-07-01 84.3825338790
2010-08-01 84.2979323389
2010-09-01 83.7402227530
2010-10-01 83.9978364417
2010-11-01 84.0170661964
2010-12-01 83.9260105570
2011-01-01 83.7943907306
2011-02-01 83.8027916193
2011-03-01 84.0258318711
2011-04-01 84.8152823877
2011-05-01 84.9172085840
2011-06-01 85.1613676027
2011-07-01 85.8162540190
2011-08-01 85.6625475263
2011-09-01 86.3718208194
2011-10-01 86.2562327632
2011-11-01 86.3453471505
2011-12-01 86.3826887617
2012-01-01 87.0417090247
2012-02-01 87.4952785140
2012-03-01 88.0031084954
2012-04-01 86.8957050490
2012-05-01 87.2461371077
2012-06-01 87.6517164718
2012-07-01 87.7664323510
2012-08-01 88.4092214274
2012-09-01 88.7591145326
2012-10-01 88.8147329392
2012-11-01 89.2156265314
2012-12-01 89.6467815201
2013-01-01 89.5818093111
2013-02-01 90.0072415618
2013-03-01 90.1818954462
2013-04-01 89.8917687395
2013-05-01 90.4521066656
2013-06-01 90.3215322450
2013-07-01 89.7152699922
2013-08-01 89.3227670366
2013-09-01 89.8492688946
2013-10-01 90.0701703624
2013-11-01 90.3171763684
2013-12-01 90.2344706123
2014-01-01 90.3581642382
2014-02-01 90.1610847769
2014-03-01 90.0703429280
2014-04-01 90.3145871033
2014-05-01 90.0158988137
2014-06-01 89.8885817223
2014-07-01 90.0137644856
2014-08-01 90.0595399455
2014-09-01 90.0771739179
2014-10-01 90.0108077089
2014-11-01 89.8291352024
2014-12-01 89.8366431973
2015-01-01 89.9297818082
2015-02-01 90.2802040174
2015-03-01 90.2655032197
2015-04-01 90.3316027853
2015-05-01 90.0829390291
2015-06-01 90.5288129100
2015-07-01 91.5757027684
2015-08-01 91.4892422722
2015-09-01 91.8304031618
2015-10-01 92.0300625639
2015-11-01 92.3147308044
2015-12-01 92.7375668478
2016-01-01 92.8286413736
2016-02-01 92.8119677764
2016-03-01 92.7780302110
2016-04-01 93.4583453289
2016-05-01 93.7411305715
2016-06-01 93.3375914629
2016-07-01 94.0038152941
2016-08-01 94.0396157446
2016-09-01 94.0881244022
2016-10-01 94.1662467748
2016-11-01 94.0945388273
2016-12-01 94.1857582958
2017-01-01 94.0772711857
2017-02-01 94.3409438424
2017-03-01 94.6369150143
2017-04-01 94.7157221766
2017-05-01 94.7274323872
2017-06-01 94.8736920601
2017-07-01 94.5653233399
2017-08-01 94.6845144497
2017-09-01 94.8577884519
2017-10-01 95.0221740645
2017-11-01 95.0838365360
2017-12-01 95.2483288845
2018-01-01 95.2127806717
2018-02-01 95.4599257138
2018-03-01 95.8321368450
2018-04-01 95.9145112126
2018-05-01 96.0230133812
2018-06-01 95.9441538457
2018-07-01 96.2065488544
2018-08-01 96.5160823771
2018-09-01 96.7540338398
2018-10-01 96.9879468142
2018-11-01 97.2505254601
2018-12-01 97.5209766058
2019-01-01 98.1341745518
2019-02-01 98.3802004618
2019-03-01 98.6535353545
2019-04-01 98.3215014447
2019-05-01 99.1367315742
2019-06-01 99.1453485152
2019-07-01 99.0996455084
2019-08-01 99.2456190889
2019-09-01 98.7225489880
2019-10-01 99.1866234282
2019-11-01 99.4340870143
2019-12-01 99.3082073998
2020-01-01 99.4119691753
2020-02-01 99.6211185029
2020-03-01 99.2690733280
2020-04-01 92.5077278726
2020-05-01 92.5613906260
2020-06-01 93.0966601479
2020-07-01 93.2414825363
2020-08-01 93.2109115276
2020-09-01 94.3092452794
2020-10-01 94.8787047122
2020-11-01 94.9038614278
2020-12-01 95.2982254613
2021-01-01 95.2379128382
2021-02-01 94.2590299699
2021-03-01 95.2280998497
2021-04-01 95.4677943454
2021-05-01 95.4962074802
2021-06-01 95.5637404435
2021-07-01 95.2792018993
2021-08-01 95.1157973516
2021-09-01 94.0733822320
2021-10-01 94.1457694262
2021-11-01 93.9590512576
2021-12-01 93.6601078870
2022-01-01 93.8813189280
2022-02-01 94.1688511546
2022-03-01 94.5306990768
2022-04-01 94.7589850716
2022-05-01 95.5197844334
2022-06-01 95.1636729235
2022-07-01 96.8659245317
2022-08-01 97.6404499222
2022-09-01 97.5613450897
2022-10-01 97.3010880894
2022-11-01 97.8870904158
2022-12-01 97.9590426923
2023-01-01 98.2753848766
2023-02-01 97.9496577413
2023-03-01 98.3452303085
2023-04-01 98.6040178271
2023-05-01 98.6060249903
2023-06-01 99.6780994236
2023-07-01 98.9460518144
2023-08-01 98.9295920228
2023-09-01 99.6691429104
2023-10-01 99.5611556446
2023-11-01 99.5165006821
2023-12-01 100.1363396059
2024-01-01 100.2298771898
2024-02-01 100.5155874342
2024-03-01 100.5186942204
2024-04-01 100.5011121831
2024-05-01 100.5662898857
2024-06-01 101.1012679790
2024-07-01 101.5309697626
2024-08-01 101.3304765753
2024-09-01 101.3057671701
2024-10-01 101.9021582288
2024-11-01 102.1349010839
2024-12-01 101.7730396459
2025-01-01 102.9034658430
2025-02-01 102.5603921346
2025-03-01 102.0823671022
2025-04-01 102.2018763537
2025-05-01 102.2297107264
2025-06-01 102.3152468605
2025-07-01 102.6423109840
2025-08-01 103.1400785534
2025-09-01 102.7578961112
2025-10-01 102.8008372319
2025-11-01 103.0336565469
2025-12-01 103.8181872922
2026-01-01 103.3718290453
2026-02-01 103.4048213167
2026-03-01 104.3966005904
2026-04-01 104.5226985474
2026-05-01 104.3002529529
2026-06-01 103.2949277125
2026-07-01 103.2460227211
2026-08-01 103.2805387546
2026-09-01 104.0233793961

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