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 2026-02-01
Last Updated 2026-04-23 11:27 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 1.84905709576124
1990-02-01 1.80149449946345
1990-03-01 1.79580736253135
1990-04-01 1.77973042103888
1990-05-01 1.46041318815666
1990-06-01 1.70451360902475
1990-07-01 1.72685960453216
1990-08-01 1.98262437382210
1990-09-01 2.18995827331577
1990-10-01 2.38105018834432
1990-11-01 2.46374530712325
1990-12-01 2.47075848288721
1991-01-01 2.56909740994428
1991-02-01 2.48494801473863
1991-03-01 2.47788145874756
1991-04-01 2.47289283144640
1991-05-01 2.56440216873382
1991-06-01 2.50781436924421
1991-07-01 2.50157441834882
1991-08-01 2.48071835944874
1991-09-01 2.38663820408641
1991-10-01 2.52073190203950
1991-11-01 2.49780308693557
1991-12-01 2.49498059370571
1992-01-01 2.08729474471228
1992-02-01 2.44308125776201
1992-03-01 2.42583768578579
1992-04-01 2.54953173637398
1992-05-01 2.77347180323939
1992-06-01 3.01206917527499
1992-07-01 3.17739572442138
1992-08-01 3.20546313120654
1992-09-01 3.34635558143114
1992-10-01 3.28225424005003
1992-11-01 3.45315820504385
1992-12-01 3.63539673774529
1993-01-01 3.71042016885529
1993-02-01 3.89657358874204
1993-03-01 4.05113610307342
1993-04-01 4.08513185748988
1993-05-01 3.96132833357796
1993-06-01 3.92654076142982
1993-07-01 3.99393664000281
1993-08-01 4.14979413661855
1993-09-01 4.01187964924607
1993-10-01 4.22493809042784
1993-11-01 4.29769970683700
1993-12-01 4.39042084271527
1994-01-01 4.72612759427548
1994-02-01 4.94508727337550
1994-03-01 4.67785466494572
1994-04-01 4.62593770111889
1994-05-01 4.73199605070685
1994-06-01 4.94646847784275
1994-07-01 5.13686335803350
1994-08-01 5.03215384163958
1994-09-01 5.44750115991183
1994-10-01 5.34999499093615
1994-11-01 5.31406564329214
1994-12-01 5.29849088679769
1995-01-01 5.17589247752747
1995-02-01 5.21078951733463
1995-03-01 5.23779923407843
1995-04-01 5.46057488734189
1995-05-01 5.48840287541341
1995-06-01 5.38241337270764
1995-07-01 5.10643769029307
1995-08-01 5.18550592537887
1995-09-01 5.22849885584396
1995-10-01 5.33678851627558
1995-11-01 5.28204341051682
1995-12-01 5.58175533156039
1996-01-01 6.22915556497241
1996-02-01 6.48022033536419
1996-03-01 6.40803670114227
1996-04-01 6.44172010763116
1996-05-01 6.58570440636907
1996-06-01 6.64344123209016
1996-07-01 6.85931574172257
1996-08-01 6.81978013897161
1996-09-01 6.90244469107755
1996-10-01 6.88344474132729
1996-11-01 6.92168105628441
1996-12-01 7.12614755643583
1997-01-01 6.88774703026176
1997-02-01 6.87517743068004
1997-03-01 6.80833534624341
1997-04-01 6.93624380506685
1997-05-01 7.03785579750503
1997-06-01 7.10211673662843
1997-07-01 7.13032132331702
1997-08-01 7.20673495343206
1997-09-01 7.18754171706412
1997-10-01 7.18293754382434
1997-11-01 7.23104779009023
1997-12-01 7.18016929519797
1998-01-01 7.21747922306170
1998-02-01 7.39280895576107
1998-03-01 7.53506071964949
1998-04-01 7.56337826011823
1998-05-01 7.61827852437013
1998-06-01 7.56506499237552
1998-07-01 7.58896623544458
1998-08-01 7.58872711545734
1998-09-01 7.64847408434817
1998-10-01 7.75280442367488
1998-11-01 7.73425854312836
1998-12-01 7.71886660189933
1999-01-01 7.92216439089766
1999-02-01 7.94227341637285
1999-03-01 8.03461183168463
1999-04-01 7.89958533456910
1999-05-01 7.80303749318013
1999-06-01 7.99528505764698
1999-07-01 8.03739114845500
1999-08-01 8.11016966026049
1999-09-01 8.22162009683961
1999-10-01 8.46929608652153
1999-11-01 8.23557378438194
1999-12-01 8.36280507262589
2000-01-01 8.21006699414268
2000-02-01 8.29627232909884
2000-03-01 8.34826390998933
2000-04-01 8.56849185014769
2000-05-01 8.65344721952319
2000-06-01 8.53398775551149
2000-07-01 8.52789047162333
2000-08-01 8.51324468262679
2000-09-01 8.70149979496131
2000-10-01 8.84347897143576
2000-11-01 8.96427047427922
2000-12-01 9.01799764046606
2001-01-01 8.19700069302930
2001-02-01 8.22465363410563
2001-03-01 8.34234728763293
2001-04-01 8.55824828359693
2001-05-01 8.50907571338589
2001-06-01 8.92440745660485
2001-07-01 8.37602369013402
2001-08-01 8.47346754470792
2001-09-01 8.10590735593922
2001-10-01 7.99389403720622
2001-11-01 8.05662439219855
2001-12-01 7.91383801845734
2002-01-01 8.09323444139546
2002-02-01 8.01841999228921
2002-03-01 8.15304322194975
2002-04-01 7.04423518084049
2002-05-01 7.73276660820915
2002-06-01 8.42326298781365
2002-07-01 9.08930146669888
2002-08-01 9.28409008432909
2002-09-01 9.88909060545859
2002-10-01 10.25694336310140
2002-11-01 10.71482983698370
2002-12-01 11.13629859699730
2003-01-01 10.91297734271480
2003-02-01 11.49828741822680
2003-03-01 11.55048864355390
2003-04-01 11.65877027534390
2003-05-01 11.74087274265920
2003-06-01 11.97344789662590
2003-07-01 11.82627403859390
2003-08-01 11.82514977141810
2003-09-01 11.58709112998170
2003-10-01 11.59679267817620
2003-11-01 11.50123743449430
2003-12-01 11.59499771669020
2004-01-01 11.83755011564540
2004-02-01 9.79656014390423
2004-03-01 9.92869102842069
2004-04-01 9.92488029103967
2004-05-01 10.01838279839340
2004-06-01 9.94244475747139
2004-07-01 10.17795129973380
2004-08-01 10.33657948675040
2004-09-01 10.36384181716740
2004-10-01 10.20515971235720
2004-11-01 10.35275662694790
2004-12-01 10.43509532514330
2005-01-01 10.58078881636670
2005-02-01 10.21350086095940
2005-03-01 10.62810106595730
2005-04-01 10.86981161456370
2005-05-01 10.90361299301480
2005-06-01 11.09743882604270
2005-07-01 10.86517869210500
2005-08-01 10.77060937099010
2005-09-01 10.97781043045010
2005-10-01 11.16332297554480
2005-11-01 11.15892917266610
2005-12-01 11.15547872635510
2006-01-01 12.31527701630340
2006-02-01 12.43197062585850
2006-03-01 12.50017425736770
2006-04-01 11.54761266621100
2006-05-01 11.60947466308050
2006-06-01 11.90232743996660
2006-07-01 11.87559501792460
2006-08-01 11.80673019836530
2006-09-01 11.87419836256670
2006-10-01 11.84422814538080
2006-11-01 11.93347432655210
2006-12-01 12.03412248839120
2007-01-01 12.12994126636840
2007-02-01 12.22127175843300
2007-03-01 12.36897193708100
2007-04-01 12.43505653770620
2007-05-01 12.62330630594500
2007-06-01 12.63083515695430
2007-07-01 12.83617236647470
2007-08-01 12.95262939690490
2007-09-01 12.88255766245240
2007-10-01 13.12036894794150
2007-11-01 13.00057593042550
2007-12-01 13.20262947728910
2008-01-01 12.71174707381550
2008-02-01 12.78462268870180
2008-03-01 12.83399209363270
2008-04-01 12.90946061172340
2008-05-01 12.93630179466590
2008-06-01 12.98147319736960
2008-07-01 13.12780313778950
2008-08-01 13.31492326000470
2008-09-01 13.36285279216880
2008-10-01 13.14687671900020
2008-11-01 13.34726173297490
2008-12-01 13.37914194257570
2009-01-01 13.38943817504350
2009-02-01 13.41710005632560
2009-03-01 13.29577931687480
2009-04-01 12.97451120371310
2009-05-01 13.03615786748520
2009-06-01 13.12277388954660
2009-07-01 12.93791513922500
2009-08-01 12.81004694243920
2009-09-01 12.95103345644540
2009-10-01 13.04093510682390
2009-11-01 13.08118300389200
2009-12-01 13.27058222448650
2010-01-01 13.37796143533310
2010-02-01 13.36716226651770
2010-03-01 13.47477021595920
2010-04-01 13.83750705404350
2010-05-01 13.80004696481370
2010-06-01 13.89514923126910
2010-07-01 14.02138310585160
2010-08-01 14.08365487238470
2010-09-01 13.74427534619580
2010-10-01 14.11843413419520
2010-11-01 14.28962754908180
2010-12-01 14.27448541882060
2011-01-01 14.30875536491060
2011-02-01 14.43254213347390
2011-03-01 14.45779904715220
2011-04-01 14.43912896952200
2011-05-01 14.34434136750390
2011-06-01 14.45885912096940
2011-07-01 14.39355453332800
2011-08-01 14.53094044373720
2011-09-01 14.63026545527510
2011-10-01 14.65999343879130
2011-11-01 14.72075053138640
2011-12-01 14.77029629508250
2012-01-01 14.93963896479620
2012-02-01 15.34210938779180
2012-03-01 15.06004954175060
2012-04-01 15.15409699474030
2012-05-01 15.28285395241860
2012-06-01 15.03426176739080
2012-07-01 15.23003036468130
2012-08-01 14.85653056775480
2012-09-01 15.10620104686850
2012-10-01 15.29118175377680
2012-11-01 15.28331042067570
2012-12-01 15.56323328695050
2013-01-01 14.97498339803890
2013-02-01 14.94716033572060
2013-03-01 14.95059489602540
2013-04-01 14.97694648231010
2013-05-01 15.15308938393980
2013-06-01 15.26024991313380
2013-07-01 15.18944446913770
2013-08-01 15.29448152834710
2013-09-01 15.25962688715190
2013-10-01 15.13889730060950
2013-11-01 15.29234423145960
2013-12-01 15.34488525089560
2014-01-01 15.38371099461070
2014-02-01 15.34549217672890
2014-03-01 15.41868192059830
2014-04-01 15.45049111161820
2014-05-01 15.44442713845040
2014-06-01 15.61148321158340
2014-07-01 15.94976711689520
2014-08-01 15.87612872916150
2014-09-01 15.91502437168530
2014-10-01 15.97312963385020
2014-11-01 15.82473462184080
2014-12-01 15.84640419698720
2015-01-01 15.97277102976740
2015-02-01 16.00225390632460
2015-03-01 15.95985561437380
2015-04-01 16.00273432901450
2015-05-01 16.42777321734820
2015-06-01 16.16076568997360
2015-07-01 16.37489295060090
2015-08-01 15.77596756694080
2015-09-01 16.16781035515930
2015-10-01 16.34725111919990
2015-11-01 16.53970971673220
2015-12-01 16.63559946488020
2016-01-01 16.45575186206310
2016-02-01 16.53036787841320
2016-03-01 16.68573318624590
2016-04-01 16.82437821136150
2016-05-01 16.81996292794280
2016-06-01 16.82803404162320
2016-07-01 17.03211060734830
2016-08-01 16.98713417601040
2016-09-01 17.23407175513310
2016-10-01 17.31493499328350
2016-11-01 17.23082093677810
2016-12-01 16.95752139383880
2017-01-01 17.50896297755850
2017-02-01 17.41802214208190
2017-03-01 17.52808499259020
2017-04-01 17.45787161189470
2017-05-01 17.60910186164050
2017-06-01 17.68766415395330
2017-07-01 17.55217289548630
2017-08-01 17.94732968553180
2017-09-01 18.03592143462670
2017-10-01 17.89364916748610
2017-11-01 17.96644445862960
2017-12-01 18.06524421227890
2018-01-01 17.67320267386350
2018-02-01 18.08585784987730
2018-03-01 18.08857104039560
2018-04-01 18.21122612596830
2018-05-01 18.22990179292710
2018-06-01 18.37651720187560
2018-07-01 18.24595899360050
2018-08-01 18.17734795216440
2018-09-01 18.23752762315780
2018-10-01 18.33257129620190
2018-11-01 18.50319516985690
2018-12-01 18.49476267764780
2019-01-01 19.12363543452480
2019-02-01 18.78285704417940
2019-03-01 18.85088162704890
2019-04-01 19.08325428481010
2019-05-01 19.04977656883970
2019-06-01 19.00778988375160
2019-07-01 18.81033389661570
2019-08-01 18.94966162136960
2019-09-01 18.92772924195540
2019-10-01 19.25652155064590
2019-11-01 19.35639698667600
2019-12-01 19.33460272919790
2020-01-01 19.79971386485290
2020-02-01 19.32038415377890
2020-03-01 18.89117870199740
2020-04-01 15.66948552693260
2020-05-01 15.96580061020060
2020-06-01 17.04493237895180
2020-07-01 17.70474202464540
2020-08-01 18.32336753033480
2020-09-01 18.35653421378450
2020-10-01 18.51545959158640
2020-11-01 18.76692573978710
2020-12-01 19.21399495378680
2021-01-01 19.37823320301610
2021-02-01 19.59906016675910
2021-03-01 20.02711123231850
2021-04-01 20.28950198256170
2021-05-01 20.45610695284420
2021-06-01 20.63071496637490
2021-07-01 20.89343943551850
2021-08-01 21.20354624740450
2021-09-01 21.31542240143210
2021-10-01 21.62320214715790
2021-11-01 21.98167061763910
2021-12-01 21.62442964507240
2022-01-01 21.36223854792330
2022-02-01 21.94944435427950
2022-03-01 22.16858407608050
2022-04-01 22.18073919809980
2022-05-01 22.73661009802090
2022-06-01 22.46261882899300
2022-07-01 22.55170675989060
2022-08-01 22.74478092888460
2022-09-01 23.01914305788300
2022-10-01 22.96468146726130
2022-11-01 23.08263272954230
2022-12-01 23.19142724220440
2023-01-01 23.35180234613560
2023-02-01 23.48790525321710
2023-03-01 23.55163970424630
2023-04-01 23.85027701052390
2023-05-01 24.34808806049990
2023-06-01 24.14408334154680
2023-07-01 24.17913709558830
2023-08-01 24.40202251080710
2023-09-01 24.50187179857310
2023-10-01 24.50086942799790
2023-11-01 24.74246653513630
2023-12-01 24.90944770077340
2024-01-01 25.21921158160280
2024-02-01 25.44311889186050
2024-03-01 25.55561640674350
2024-04-01 25.49627443051330
2024-05-01 25.27803755619730
2024-06-01 25.02642900318970
2024-07-01 25.05477443876950
2024-08-01 24.95584560686070
2024-09-01 24.98934116490410
2024-10-01 25.30736713458630
2024-11-01 25.20006203323540
2024-12-01 25.15896823296440
2025-01-01 24.99594685294340
2025-02-01 25.14837837373420
2025-03-01 25.09154856516690
2025-04-01 25.19435253458710
2025-05-01 25.21621741347060
2025-06-01 25.58955569443300
2025-07-01 25.61915505280450
2025-08-01 25.56675058227960
2025-09-01 25.24358371338840
2025-10-01 25.42246494402790
2025-11-01 25.57004080138440
2025-12-01 25.91544954629600
2026-01-01 25.65714013083680
2026-02-01 25.28800214759860

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