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 2026-04-01
Last Updated 2026-05-26 1:22 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 1.84905704441501
1990-02-01 1.80149447454326
1990-03-01 1.79580735443481
1990-04-01 1.77973042565569
1990-05-01 1.46041319090853
1990-06-01 1.70451362429625
1990-07-01 1.72685962537122
1990-08-01 1.98262440330059
1990-09-01 2.18995832529651
1990-10-01 2.38105024079396
1990-11-01 2.46374531916635
1990-12-01 2.47075843455831
1991-01-01 2.56909731883513
1991-02-01 2.48494794221473
1991-03-01 2.47788140299647
1991-04-01 2.47289279692640
1991-05-01 2.56440217291573
1991-06-01 2.50781442923841
1991-07-01 2.50157454008910
1991-08-01 2.48071843829578
1991-09-01 2.38663833644543
1991-10-01 2.52073198213481
1991-11-01 2.49780311049282
1991-12-01 2.49498058246802
1992-01-01 2.08729425050246
1992-02-01 2.44308113909098
1992-03-01 2.42583760750569
1992-04-01 2.54953169188407
1992-05-01 2.77347183198065
1992-06-01 3.01206930990803
1992-07-01 3.17739595409860
1992-08-01 3.20546371124095
1992-09-01 3.34635546990609
1992-10-01 3.28225435178538
1992-11-01 3.45315824793286
1992-12-01 3.63539674461569
1993-01-01 3.71041922165968
1993-02-01 3.89657338727113
1993-03-01 4.05113604951422
1993-04-01 4.08513163243187
1993-05-01 3.96132834227381
1993-06-01 3.92654081786503
1993-07-01 3.99393767841867
1993-08-01 4.14979494543927
1993-09-01 4.01187917032384
1993-10-01 4.22493842828221
1993-11-01 4.29769999601020
1993-12-01 4.39042008272106
1994-01-01 4.72612653612045
1994-02-01 4.94508703801953
1994-03-01 4.67785477767973
1994-04-01 4.62593734077191
1994-05-01 4.73199613829511
1994-06-01 4.94646839216588
1994-07-01 5.13686495514824
1994-08-01 5.03215487739466
1994-09-01 5.44750014445970
1994-10-01 5.34999510186580
1994-11-01 5.31406531125575
1994-12-01 5.29849182026264
1995-01-01 5.17589113524450
1995-02-01 5.21078876301896
1995-03-01 5.23779938877089
1995-04-01 5.46057441792029
1995-05-01 5.48840301280574
1995-06-01 5.38241327288280
1995-07-01 5.10644004674927
1995-08-01 5.18550621876259
1995-09-01 5.22849764488477
1995-10-01 5.33678802540195
1995-11-01 5.28204216474564
1995-12-01 5.58175784194254
1996-01-01 6.22915405111441
1996-02-01 6.48021927582372
1996-03-01 6.40803704921235
1996-04-01 6.44172066714770
1996-05-01 6.58570648102861
1996-06-01 6.64344375931816
1996-07-01 6.85931840555247
1996-08-01 6.81977929839777
1996-09-01 6.90244141451980
1996-10-01 6.88343716240972
1996-11-01 6.92167159720442
1996-12-01 7.12615096905728
1997-01-01 6.88774917864192
1997-02-01 6.87518338618208
1997-03-01 6.80834279397149
1997-04-01 6.93625087408972
1997-05-01 7.03786235333293
1997-06-01 7.10212037853173
1997-07-01 7.13031588325039
1997-08-01 7.20671670800698
1997-09-01 7.18752319864309
1997-10-01 7.18290676138463
1997-11-01 7.23104142997837
1997-12-01 7.18020642230879
1998-01-01 7.21753715416060
1998-02-01 7.39284846286117
1998-03-01 7.53505936234718
1998-04-01 7.56334147529578
1998-05-01 7.61822988086149
1998-06-01 7.56503613603722
1998-07-01 7.58896670106998
1998-08-01 7.58870653031229
1998-09-01 7.64844058055173
1998-10-01 7.75278091139714
1998-11-01 7.73437076279318
1998-12-01 7.71889252828932
1999-01-01 7.92212399592000
1999-02-01 7.94274700426088
1999-03-01 8.03442873588074
1999-04-01 7.89931128336707
1999-05-01 7.80276844448285
1999-06-01 7.99541878890022
1999-07-01 8.03735456841921
1999-08-01 8.11017399763742
1999-09-01 8.22161749644857
1999-10-01 8.46933037267416
1999-11-01 8.23583693371524
1999-12-01 8.36275242569736
2000-01-01 8.20989529200169
2000-02-01 8.29737100242406
2000-03-01 8.34836811339212
2000-04-01 8.56685267159004
2000-05-01 8.65300711946106
2000-06-01 8.53472846077307
2000-07-01 8.52768067496661
2000-08-01 8.51347632303269
2000-09-01 8.70165989227793
2000-10-01 8.84361713996658
2000-11-01 8.96467748882471
2000-12-01 9.01797753781744
2001-01-01 8.19572170278776
2001-02-01 8.22660871701444
2001-03-01 8.34293675478055
2001-04-01 8.55537738937767
2001-05-01 8.50857461230519
2001-06-01 8.92588621023367
2001-07-01 8.37572237413607
2001-08-01 8.47397555105630
2001-09-01 8.10625053747125
2001-10-01 7.99407438135793
2001-11-01 8.05686458449808
2001-12-01 7.91364888245181
2002-01-01 8.09051956803351
2002-02-01 8.02098126372258
2002-03-01 8.15468871450747
2002-04-01 7.04057952128138
2002-05-01 7.73257129509582
2002-06-01 8.42513908738140
2002-07-01 9.08901558644339
2002-08-01 9.28481222367785
2002-09-01 9.88950716005785
2002-10-01 10.25703458718000
2002-11-01 10.71473634141200
2002-12-01 11.13592351756670
2003-01-01 10.90875913666790
2003-02-01 11.50122207002910
2003-03-01 11.55227743254210
2003-04-01 11.65665134887510
2003-05-01 11.74091733734100
2003-06-01 11.97498082587570
2003-07-01 11.82620521834270
2003-08-01 11.82581559590400
2003-09-01 11.58726072579850
2003-10-01 11.59666732961310
2003-11-01 11.50073618611430
2003-12-01 11.59409443214740
2004-01-01 11.83357652267640
2004-02-01 9.79937636754344
2004-03-01 9.93041138530743
2004-04-01 9.92414136216687
2004-05-01 10.01859331383460
2004-06-01 9.94356844160613
2004-07-01 10.17785970867490
2004-08-01 10.33701651107510
2004-09-01 10.36371045002640
2004-10-01 10.20484669586520
2004-11-01 10.35211666547460
2004-12-01 10.43420474980530
2005-01-01 10.57819143969710
2005-02-01 10.21550310684350
2005-03-01 10.62912675117570
2005-04-01 10.87012803583470
2005-05-01 10.90373696882890
2005-06-01 11.09823536521400
2005-07-01 10.86498453312530
2005-08-01 10.77087706491510
2005-09-01 10.97748004447560
2005-10-01 11.16292305014370
2005-11-01 11.15843984142850
2005-12-01 11.15485953034920
2006-01-01 12.31421863838020
2006-02-01 12.43304512362690
2006-03-01 12.50090426692270
2006-04-01 11.54770062812800
2006-05-01 11.60948186186340
2006-06-01 11.90295275268880
2006-07-01 11.87534198749230
2006-08-01 11.80683388271590
2006-09-01 11.87397781002770
2006-10-01 11.84388960249270
2006-11-01 11.93327422918420
2006-12-01 12.03398457216740
2007-01-01 12.12964788513960
2007-02-01 12.22160828609850
2007-03-01 12.36931210992590
2007-04-01 12.43499918166840
2007-05-01 12.62326580043360
2007-06-01 12.63116756428490
2007-07-01 12.83604378130000
2007-08-01 12.95270541717670
2007-09-01 12.88249406136640
2007-10-01 13.12009769501910
2007-11-01 13.00059632621770
2007-12-01 13.20267482111470
2008-01-01 12.71155869119800
2008-02-01 12.78476387693580
2008-03-01 12.83417909039670
2008-04-01 12.90931404125960
2008-05-01 12.93627591587860
2008-06-01 12.98158167310190
2008-07-01 13.12780917103030
2008-08-01 13.31493419644650
2008-09-01 13.36289923724280
2008-10-01 13.14669349508070
2008-11-01 13.34732951369110
2008-12-01 13.37918268237220
2009-01-01 13.38934417696910
2009-02-01 13.41717167221260
2009-03-01 13.29584050505330
2009-04-01 12.97435999742620
2009-05-01 13.03619186044320
2009-06-01 13.12279768832750
2009-07-01 12.93795217172050
2009-08-01 12.81006667325890
2009-09-01 12.95107363342210
2009-10-01 13.04082544570730
2009-11-01 13.08122052156560
2009-12-01 13.27060195416520
2010-01-01 13.37791266807940
2010-02-01 13.36720440562500
2010-03-01 13.47481605547160
2010-04-01 13.83737157408820
2010-05-01 13.80008223026290
2010-06-01 13.89517374299160
2010-07-01 14.02140705649130
2010-08-01 14.08366002502680
2010-09-01 13.74429496947010
2010-10-01 14.11839623831830
2010-11-01 14.28963201823550
2010-12-01 14.27448942562160
2011-01-01 14.30876143591620
2011-02-01 14.43255293717010
2011-03-01 14.45781408069000
2011-04-01 14.43904326772140
2011-05-01 14.34435809834750
2011-06-01 14.45887357746740
2011-07-01 14.39357064512160
2011-08-01 14.53094489141780
2011-09-01 14.63027341003220
2011-10-01 14.65999296174790
2011-11-01 14.72074870731600
2011-12-01 14.77030055557850
2012-01-01 14.93964359213110
2012-02-01 15.34211035024920
2012-03-01 15.06004456014320
2012-04-01 15.15406113657640
2012-05-01 15.28284800741120
2012-06-01 15.03426123921870
2012-07-01 15.23006168451570
2012-08-01 14.85652931795870
2012-09-01 15.10620109702910
2012-10-01 15.29118391027050
2012-11-01 15.28331869574170
2012-12-01 15.56324668960300
2013-01-01 14.97498716489300
2013-02-01 14.94715179981270
2013-03-01 14.95057749815360
2013-04-01 14.97693275994780
2013-05-01 15.15306271724690
2013-06-01 15.26025008831100
2013-07-01 15.18952310287280
2013-08-01 15.29445267066960
2013-09-01 15.25958044540800
2013-10-01 15.13886445663920
2013-11-01 15.29235102250800
2013-12-01 15.34499452750440
2014-01-01 15.38374651904670
2014-02-01 15.34549603579460
2014-03-01 15.41864392354680
2014-04-01 15.45044964861510
2014-05-01 15.44437199203400
2014-06-01 15.61149457745180
2014-07-01 15.94989746040780
2014-08-01 15.87605522210830
2014-09-01 15.91487246838940
2014-10-01 15.97299366854790
2014-11-01 15.82472232751280
2014-12-01 15.84677781911460
2015-01-01 15.97291267297590
2015-02-01 16.00231024745490
2015-03-01 15.95980666059900
2015-04-01 16.00261267954470
2015-05-01 16.42756689187560
2015-06-01 16.16061018836690
2015-07-01 16.37543620251760
2015-08-01 15.77558101926130
2015-09-01 16.16743151565630
2015-10-01 16.34695947537790
2015-11-01 16.53958404174500
2015-12-01 16.63633480255360
2016-01-01 16.45732543489710
2016-02-01 16.53022680700350
2016-03-01 16.68538612907630
2016-04-01 16.82381249443860
2016-05-01 16.81922363037040
2016-06-01 16.82733231589840
2016-07-01 17.03288188146070
2016-08-01 16.98654454590920
2016-09-01 17.23372624096900
2016-10-01 17.31480695916930
2016-11-01 17.23096353909040
2016-12-01 16.95889804289790
2017-01-01 17.51245276911860
2017-02-01 17.41776132986280
2017-03-01 17.52717466411470
2017-04-01 17.45624666308480
2017-05-01 17.60706835695690
2017-06-01 17.68580951470810
2017-07-01 17.55291963791750
2017-08-01 17.94660701424790
2017-09-01 18.03606692901160
2017-10-01 17.89436334972040
2017-11-01 17.96733125600070
2017-12-01 18.06775038356260
2018-01-01 17.67962268994100
2018-02-01 18.08714587251560
2018-03-01 18.08419578430460
2018-04-01 18.20864086624780
2018-05-01 18.22670553236960
2018-06-01 18.36801689419570
2018-07-01 18.24856379961910
2018-08-01 18.17801244360190
2018-09-01 18.23916242267590
2018-10-01 18.33474795153460
2018-11-01 18.50594032521890
2018-12-01 18.49900552249950
2019-01-01 19.13111364985340
2019-02-01 18.78670254338200
2019-03-01 18.84314517351890
2019-04-01 19.07892572758370
2019-05-01 19.04428854392900
2019-06-01 18.99195242552150
2019-07-01 18.81479414854230
2019-08-01 18.95217909100280
2019-09-01 18.93130316093660
2019-10-01 19.25997129384630
2019-11-01 19.36194494509710
2019-12-01 19.34042802285460
2020-01-01 19.80818668312320
2020-02-01 19.32695805508990
2020-03-01 18.88169485071260
2020-04-01 15.66651135215030
2020-05-01 15.94816686599190
2020-06-01 17.02491824664950
2020-07-01 17.71280137036660
2020-08-01 18.32828737388980
2020-09-01 18.36263041769340
2020-10-01 18.51981614606090
2020-11-01 18.77511216408130
2020-12-01 19.22060399858030
2021-01-01 19.38575491937200
2021-02-01 19.60525789510910
2021-03-01 20.02285646733040
2021-04-01 20.29010565459850
2021-05-01 20.41493335314010
2021-06-01 20.62006262236970
2021-07-01 20.90094849355940
2021-08-01 21.20867361982940
2021-09-01 21.32277219762910
2021-10-01 21.62918076617450
2021-11-01 21.99309823955010
2021-12-01 21.63276304697760
2022-01-01 21.37043147810860
2022-02-01 21.95396267541490
2022-03-01 22.16803712515550
2022-04-01 22.18419827572980
2022-05-01 22.67205871285610
2022-06-01 22.46142327172860
2022-07-01 22.55784744886800
2022-08-01 22.74894165108240
2022-09-01 23.02760099568480
2022-10-01 22.97425923886150
2022-11-01 23.09986593548710
2022-12-01 23.20613656820740
2023-01-01 23.36233835400230
2023-02-01 23.48960204552160
2023-03-01 23.54779056357720
2023-04-01 23.84473794563000
2023-05-01 24.27537852592120
2023-06-01 24.15156955449900
2023-07-01 24.17621425548300
2023-08-01 24.40185836097470
2023-09-01 24.50982214303900
2023-10-01 24.51791841956770
2023-11-01 24.77075188307250
2023-12-01 24.93701132729200
2024-01-01 25.25552330133490
2024-02-01 25.43633116106460
2024-03-01 25.52259188014760
2024-04-01 25.46874463489520
2024-05-01 25.21607291146250
2024-06-01 25.02997580588910
2024-07-01 25.04316574121330
2024-08-01 24.95358372116270
2024-09-01 24.99912272005230
2024-10-01 25.33364418784410
2024-11-01 25.24171002132380
2024-12-01 25.20147175951330
2025-01-01 25.06111003309160
2025-02-01 25.14227360777390
2025-03-01 25.01902864899910
2025-04-01 25.13990280981480
2025-05-01 25.16442964807450
2025-06-01 25.59173128155420
2025-07-01 25.59847577919310
2025-08-01 25.56280846915370
2025-09-01 25.25505678560370
2025-10-01 25.45733639746200
2025-11-01 25.62135541956530
2025-12-01 25.96830939633410
2026-01-01 25.75606874579120
2026-02-01 25.28400107115540
2026-03-01 25.90301794747320
2026-04-01 25.94877508073570

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