Table Data - All Employees: Education and Health Services: Private Educational Services in Charlotte-Concord-Gastonia, NC-SC (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Charlotte-Concord-Gastonia, NC-SC (MSA)
Series ID SMU37167406561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-08-01
Last Updated 2026-09-18 11:25 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 1.8605981302
1990-02-01 1.7671009976
1990-03-01 1.7618792647
1990-04-01 1.7655336746
1990-05-01 1.4704673424
1990-06-01 1.7165047845
1990-07-01 1.7020243459
1990-08-01 1.9801222091
1990-09-01 2.1736161500
1990-10-01 2.4255987297
1990-11-01 2.4984739548
1990-12-01 2.4938223508
1991-01-01 2.5642097988
1991-02-01 2.4544282046
1991-03-01 2.4394651870
1991-04-01 2.4563503433
1991-05-01 2.5767374025
1991-06-01 2.5228299569
1991-07-01 2.5000691979
1991-08-01 2.4965066950
1991-09-01 2.3585097035
1991-10-01 2.5388271688
1991-11-01 2.5162360479
1991-12-01 2.5110239607
1992-01-01 2.0837488114
1992-02-01 2.4327030842
1992-03-01 2.4035493975
1992-04-01 2.5265571059
1992-05-01 2.7682914588
1992-06-01 3.0215249788
1992-07-01 3.2017991254
1992-08-01 3.2292775676
1992-09-01 3.3386731929
1992-10-01 3.2699024801
1992-11-01 3.4435566925
1992-12-01 3.6407449310
1993-01-01 3.7076413663
1993-02-01 3.8960247528
1993-03-01 4.0496729983
1993-04-01 4.0878117389
1993-05-01 3.9552228403
1993-06-01 3.9279093188
1993-07-01 4.0093039303
1993-08-01 4.1817719228
1993-09-01 3.9977645873
1993-10-01 4.2069524005
1993-11-01 4.2702661293
1993-12-01 4.3614456334
1994-01-01 4.7490375604
1994-02-01 4.9581159548
1994-03-01 4.6933158351
1994-04-01 4.6299244080
1994-05-01 4.7339343770
1994-06-01 4.9493362415
1994-07-01 5.1430395291
1994-08-01 5.0284188034
1994-09-01 5.4693524637
1994-10-01 5.3254929587
1994-11-01 5.2760845998
1994-12-01 5.2757006559
1995-01-01 5.1886200055
1995-02-01 5.2201830959
1995-03-01 5.2411969888
1995-04-01 5.4860437489
1995-05-01 5.5242138077
1995-06-01 5.3915426329
1995-07-01 5.0940915195
1995-08-01 5.1780780325
1995-09-01 5.2277156997
1995-10-01 5.3035600899
1995-11-01 5.2521757429
1995-12-01 5.5675400192
1996-01-01 6.2342348419
1996-02-01 6.5008134224
1996-03-01 6.4164962189
1996-04-01 6.4541289439
1996-05-01 6.6324218041
1996-06-01 6.6382569403
1996-07-01 6.8648669818
1996-08-01 6.8011939715
1996-09-01 6.9028909274
1996-10-01 6.8414529294
1996-11-01 6.8961664595
1996-12-01 7.1381453053
1997-01-01 6.8752084578
1997-02-01 6.8983521893
1997-03-01 6.8235438163
1997-04-01 6.9519550446
1997-05-01 7.0622329377
1997-06-01 7.0970587568
1997-07-01 7.1266576797
1997-08-01 7.2061409574
1997-09-01 7.1697959214
1997-10-01 7.1503650757
1997-11-01 7.2223022639
1997-12-01 7.1822624226
1998-01-01 7.2086806411
1998-02-01 7.4189704955
1998-03-01 7.5797727816
1998-04-01 7.5653987133
1998-05-01 7.6152385601
1998-06-01 7.5481988403
1998-07-01 7.5815576089
1998-08-01 7.5547134705
1998-09-01 7.6529873850
1998-10-01 7.7635872271
1998-11-01 7.7372354940
1998-12-01 7.7315778870
1999-01-01 7.9163238130
1999-02-01 7.9482695945
1999-03-01 8.0487457293
1999-04-01 7.9150908030
1999-05-01 7.7772677420
1999-06-01 8.0045590468
1999-07-01 7.9990612091
1999-08-01 8.0918173409
1999-09-01 8.2254804273
1999-10-01 8.4947609964
1999-11-01 8.2585852491
1999-12-01 8.3782923910
2000-01-01 8.2198293272
2000-02-01 8.2775504793
2000-03-01 8.3328433034
2000-04-01 8.5829783271
2000-05-01 8.6446439352
2000-06-01 8.5200534511
2000-07-01 8.4860508763
2000-08-01 8.4945350804
2000-09-01 8.7131014757
2000-10-01 8.8759819451
2000-11-01 9.0160363055
2000-12-01 9.0488958419
2001-01-01 8.2154673618
2001-02-01 8.1948129743
2001-03-01 8.2906973507
2001-04-01 8.5537031421
2001-05-01 8.4875637147
2001-06-01 8.9346979163
2001-07-01 8.3384240202
2001-08-01 8.5007906558
2001-09-01 8.0953769821
2001-10-01 7.9968538275
2001-11-01 8.1131661592
2001-12-01 7.9358082090
2002-01-01 8.1168011347
2002-02-01 8.0034093313
2002-03-01 8.1428433825
2002-04-01 6.9998683891
2002-05-01 7.7112403022
2002-06-01 8.4112269770
2002-07-01 9.0813723643
2002-08-01 9.3053044557
2002-09-01 9.8931358089
2002-10-01 10.2432032662
2002-11-01 10.7436157731
2002-12-01 11.1587495730
2003-01-01 10.9270748701
2003-02-01 11.5038923426
2003-03-01 11.5491229470
2003-04-01 11.6232722020
2003-05-01 11.7174615050
2003-06-01 11.9857654045
2003-07-01 11.8195979513
2003-08-01 11.8590177134
2003-09-01 11.5819280372
2003-10-01 11.5820493622
2003-11-01 11.4854261633
2003-12-01 11.5880412763
2004-01-01 11.8541200997
2004-02-01 9.8029332981
2004-03-01 9.9393390701
2004-04-01 9.9189771081
2004-05-01 10.0216305111
2004-06-01 9.9415905960
2004-07-01 10.1816638633
2004-08-01 10.3409476375
2004-09-01 10.3860315653
2004-10-01 10.1890830051
2004-11-01 10.3265126749
2004-12-01 10.4177836932
2005-01-01 10.5812580323
2005-02-01 10.2110595528
2005-03-01 10.6146857377
2005-04-01 10.8935675831
2005-05-01 10.9169535862
2005-06-01 11.1277295074
2005-07-01 10.8734125270
2005-08-01 10.7563595904
2005-09-01 10.9747204371
2005-10-01 11.1817333815
2005-11-01 11.1427797299
2005-12-01 11.1304396039
2006-01-01 12.3029383430
2006-02-01 12.4133825967
2006-03-01 12.4983986507
2006-04-01 11.5567605033
2006-05-01 11.6142782542
2006-06-01 11.9184046962
2006-07-01 11.9068680905
2006-08-01 11.7962716363
2006-09-01 11.8779966395
2006-10-01 11.8595799980
2006-11-01 11.9294838295
2006-12-01 12.0271415740
2007-01-01 12.1039969375
2007-02-01 12.2049417775
2007-03-01 12.3717933777
2007-04-01 12.4270901940
2007-05-01 12.6215489088
2007-06-01 12.6402858007
2007-07-01 12.8568631883
2007-08-01 12.9585108559
2007-09-01 12.8696257402
2007-10-01 13.1544490256
2007-11-01 12.9880611055
2007-12-01 13.2051763329
2008-01-01 12.7039192392
2008-02-01 12.7693035508
2008-03-01 12.8395207079
2008-04-01 12.9008601646
2008-05-01 12.9292765308
2008-06-01 12.9728006884
2008-07-01 13.1370873387
2008-08-01 13.3287287874
2008-09-01 13.3680544524
2008-10-01 13.1390731117
2008-11-01 13.3354297819
2008-12-01 13.3880115793
2009-01-01 13.3946563947
2009-02-01 13.4280992033
2009-03-01 13.3079883341
2009-04-01 12.9721105137
2009-05-01 13.0167784270
2009-06-01 13.1401868133
2009-07-01 12.9216736183
2009-08-01 12.7924096647
2009-09-01 12.9565908442
2009-10-01 13.0286455323
2009-11-01 13.0667673787
2009-12-01 13.2783542589
2010-01-01 13.3988600100
2010-02-01 13.3851688145
2010-03-01 13.4842560743
2010-04-01 13.8547180179
2010-05-01 13.7834396651
2010-06-01 13.8981420281
2010-07-01 14.0111701050
2010-08-01 14.0591510772
2010-09-01 13.7437210532
2010-10-01 14.0981159048
2010-11-01 14.2972362206
2010-12-01 14.2685817501
2011-01-01 14.3123149665
2011-02-01 14.4651184473
2011-03-01 14.4734105386
2011-04-01 14.4463589122
2011-05-01 14.3437040031
2011-06-01 14.4585753300
2011-07-01 14.3723313313
2011-08-01 14.5121184336
2011-09-01 14.6224084195
2011-10-01 14.6554796675
2011-11-01 14.7427405080
2011-12-01 14.7684295439
2012-01-01 14.9371337681
2012-02-01 15.3494739562
2012-03-01 15.0595901906
2012-04-01 15.1532038771
2012-05-01 15.3044837569
2012-06-01 15.0083728139
2012-07-01 15.2294317284
2012-08-01 14.8588090590
2012-09-01 15.0981804289
2012-10-01 15.2990486407
2012-11-01 15.3098563489
2012-12-01 15.5604905382
2013-01-01 14.9605325961
2013-02-01 14.9473533348
2013-03-01 14.9415389784
2013-04-01 14.9457876150
2013-05-01 15.1685289239
2013-06-01 15.2733435708
2013-07-01 15.1815732079
2013-08-01 15.3149450534
2013-09-01 15.2633366451
2013-10-01 15.1344567416
2013-11-01 15.3022317904
2013-12-01 15.3570899135
2014-01-01 15.3728323637
2014-02-01 15.3284251342
2014-03-01 15.4061784878
2014-04-01 15.4342331342
2014-05-01 15.4423700904
2014-06-01 15.6177722029
2014-07-01 15.9738266863
2014-08-01 15.8828962847
2014-09-01 15.9177244036
2014-10-01 15.9911235445
2014-11-01 15.8108899939
2014-12-01 15.8443943997
2015-01-01 15.9693239634
2015-02-01 15.9881276574
2015-03-01 15.9579020201
2015-04-01 15.9903786182
2015-05-01 16.4304881219
2015-06-01 16.1675739622
2015-07-01 16.3954783441
2015-08-01 15.7679336629
2015-09-01 16.1774158663
2015-10-01 16.3510162375
2015-11-01 16.5174513908
2015-12-01 16.6519227767
2016-01-01 16.4484625201
2016-02-01 16.5093919627
2016-03-01 16.6997076010
2016-04-01 16.8270041688
2016-05-01 16.8198833289
2016-06-01 16.8174854430
2016-07-01 17.0748182196
2016-08-01 16.9511467096
2016-09-01 17.2600032577
2016-10-01 17.3152964390
2016-11-01 17.1917346925
2016-12-01 16.9541086242
2017-01-01 17.5227190042
2017-02-01 17.4082267179
2017-03-01 17.5408502710
2017-04-01 17.4649553759
2017-05-01 17.6190778498
2017-06-01 17.6991554281
2017-07-01 17.5551371009
2017-08-01 17.9246255044
2017-09-01 18.0434927365
2017-10-01 17.8652202437
2017-11-01 17.9558298377
2017-12-01 18.0707154872
2018-01-01 17.6861738016
2018-02-01 18.1101301744
2018-03-01 18.0833077203
2018-04-01 18.2147483806
2018-05-01 18.2211865411
2018-06-01 18.3954476557
2018-07-01 18.2405316282
2018-08-01 18.1513090754
2018-09-01 18.2258342504
2018-10-01 18.3170309910
2018-11-01 18.5136711358
2018-12-01 18.5016172304
2019-01-01 19.1575725764
2019-02-01 18.8243840737
2019-03-01 18.8270299047
2019-04-01 19.0777171637
2019-05-01 19.0159652566
2019-06-01 19.0047828438
2019-07-01 18.7881380246
2019-08-01 18.9576967247
2019-09-01 18.8909024599
2019-10-01 19.2737121490
2019-11-01 19.3936128666
2019-12-01 19.3675033046
2020-01-01 19.8269330050
2020-02-01 19.3574754954
2020-03-01 18.8814450953
2020-04-01 15.6235657818
2020-05-01 15.8776781166
2020-06-01 17.0070332915
2020-07-01 17.7168210733
2020-08-01 18.3492312593
2020-09-01 18.3731046241
2020-10-01 18.5531514873
2020-11-01 18.7812635592
2020-12-01 19.2462052095
2021-01-01 19.4064339937
2021-02-01 19.5964043682
2021-03-01 20.0280967323
2021-04-01 20.2571985091
2021-05-01 20.3375806121
2021-06-01 20.5977264222
2021-07-01 20.8952268231
2021-08-01 21.2608246668
2021-09-01 21.3602315338
2021-10-01 21.6516506834
2021-11-01 21.9879943541
2021-12-01 21.6237111277
2022-01-01 21.3917785390
2022-02-01 21.9518202264
2022-03-01 22.1880011186
2022-04-01 22.1708228326
2022-05-01 22.5989956346
2022-06-01 22.4378367387
2022-07-01 22.5391095242
2022-08-01 22.7736425108
2022-09-01 23.0889392917
2022-10-01 22.9782890617
2022-11-01 23.0918462221
2022-12-01 23.1911370516
2023-01-01 23.3874351120
2023-02-01 23.5134647025
2023-03-01 23.5548425149
2023-04-01 23.8997067954
2023-05-01 24.1629409648
2023-06-01 24.1198638709
2023-07-01 24.1298755239
2023-08-01 24.4236748055
2023-09-01 24.5530080899
2023-10-01 24.5209768242
2023-11-01 24.7875583897
2023-12-01 24.9206546992
2024-01-01 25.2881372804
2024-02-01 25.5007886417
2024-03-01 25.5480133566
2024-04-01 25.5375846279
2024-05-01 25.0358228531
2024-06-01 24.9581551935
2024-07-01 24.9938928690
2024-08-01 24.9722604846
2024-09-01 25.0453469746
2024-10-01 25.3695455373
2024-11-01 25.2760879988
2024-12-01 25.2264728980
2025-01-01 25.0848691199
2025-02-01 25.1933030565
2025-03-01 25.0343399614
2025-04-01 25.2106013550
2025-05-01 24.9402738528
2025-06-01 25.4996489071
2025-07-01 25.5343835857
2025-08-01 25.6240924561
2025-09-01 25.3198118381
2025-10-01 25.4959649934
2025-11-01 25.6660346816
2025-12-01 26.0047230738
2026-01-01 25.7888285801
2026-02-01 25.3070578365
2026-03-01 25.9347113280
2026-04-01 25.9026207002
2026-05-01 26.1579475946
2026-06-01 26.2510404383
2026-07-01 26.2826859523
2026-08-01 25.9446683946

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