Federal Reserve Economic Data

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 2024-08-01
Last Updated 2024-09-21 5:17 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 1.8676432840886900
1990-02-01 1.7708497783713400
1990-03-01 1.7608918694685000
1990-04-01 1.7587997415646899
1990-05-01 1.4617317290892700
1990-06-01 1.7113741701329500
1990-07-01 1.7009267386582300
1990-08-01 1.9821922596974701
1990-09-01 2.1760685243385600
1990-10-01 2.4258839579643996
1990-11-01 2.4988406706366900
1990-12-01 2.4981856893038703
1991-01-01 2.5727695737751803
1991-02-01 2.4605643852132904
1991-03-01 2.4397082929198500
1991-04-01 2.4492241110934100
1991-05-01 2.5662336106529700
1991-06-01 2.5157043880551400
1991-07-01 2.4982377563275597
1991-08-01 2.4996024885862900
1991-09-01 2.3625810439581200
1991-10-01 2.5403948233497700
1991-11-01 2.5171414047170200
1991-12-01 2.5145622045159200
1992-01-01 2.0890831756721000
1992-02-01 2.4363356101634100
1992-03-01 2.4030264942583504
1992-04-01 2.5213672346738300
1992-05-01 2.7617119424234904
1992-06-01 3.0176006059966403
1992-07-01 3.2012173487387097
1992-08-01 3.2315281979574000
1992-09-01 3.3409736436942796
1992-10-01 3.2699569517157103
1992-11-01 3.4432327097432296
1992-12-01 3.6425123459742700
1993-01-01 3.7117501212138200
1993-02-01 3.8985062766464402
1993-03-01 4.0485697660850800
1993-04-01 4.0838494929010700
1993-05-01 3.9509765550121703
1993-06-01 3.9270068916272400
1993-07-01 4.0115797217286410
1993-08-01 4.1845516172891600
1993-09-01 3.9986840980276500
1993-10-01 4.2056212143924100
1993-11-01 4.2689709145668500
1993-12-01 4.3602396781286400
1994-01-01 4.7499421375870900
1994-02-01 4.9587519575105400
1994-03-01 4.6928376291325010
1994-04-01 4.6293459320007490
1994-05-01 4.7344589908871910
1994-06-01 4.9514329290288694
1994-07-01 5.1456336257464010
1994-08-01 5.0292572298744900
1994-09-01 5.4680287359770094
1994-10-01 5.3226791612625800
1994-11-01 5.2738134643078500
1994-12-01 5.2729262743505090
1995-01-01 5.1896697235138900
1995-02-01 5.2213764625794010
1995-03-01 5.2416917684454100
1995-04-01 5.4870477578237810
1995-05-01 5.5253275434967510
1995-06-01 5.3928740135344000
1995-07-01 5.0955373973586900
1995-08-01 5.1784448947288210
1995-09-01 5.2274304729720500
1995-10-01 5.3027695995459300
1995-11-01 5.2507318665810400
1995-12-01 5.5628612462473300
1996-01-01 6.2330623022410890
1996-02-01 6.5010169950512600
1996-03-01 6.4179485113612900
1996-04-01 6.4573037648431210
1996-05-01 6.6354312534683000
1996-06-01 6.6392966421941100
1996-07-01 6.8640691746795800
1996-08-01 6.7995035735307190
1996-09-01 6.9027715169273800
1996-10-01 6.8418646082672310
1996-11-01 6.8963309222560705
1996-12-01 7.1332818636917310
1997-01-01 6.8729448410314110
1997-02-01 6.8979887648805800
1997-03-01 6.8259266328436300
1997-04-01 6.9569834076481200
1997-05-01 7.0656591716353600
1997-06-01 7.0961428862273200
1997-07-01 7.1231915460026300
1997-08-01 7.2026091659622800
1997-09-01 7.1696833126807310
1997-10-01 7.1524258373187190
1997-11-01 7.2289333290315590
1997-12-01 7.1771246107064900
1998-01-01 7.2052429062768700
1998-02-01 7.4171951309505900
1998-03-01 7.5805987799057800
1998-04-01 7.5705898529547590
1998-05-01 7.6198470119689300
1998-06-01 7.5461769937716100
1998-07-01 7.5769239504577600
1998-08-01 7.5505015105658195
1998-09-01 7.6529279698398900
1998-10-01 7.7649424034275000
1998-11-01 7.7472297099851800
1998-12-01 7.7262994040300300
1999-01-01 7.9146229048782400
1999-02-01 7.9480573269844700
1999-03-01 8.0484973001735000
1999-04-01 7.9216716301940100
1999-05-01 7.7797003130528095
1999-06-01 7.9972467330814405
1999-07-01 7.9919285390294100
1999-08-01 8.0865079568458410
1999-09-01 8.2263287532187300
1999-10-01 8.4987765913968300
1999-11-01 8.2757202744836900
1999-12-01 8.3771053363167000
2000-01-01 8.2133684830838210
2000-02-01 8.2785781676054300
2000-03-01 8.3285875740707100
2000-04-01 8.5876456683496200
2000-05-01 8.6452926184667000
2000-06-01 8.5124544603779400
2000-07-01 8.4828292705479900
2000-08-01 8.4916125066634100
2000-09-01 8.7139391404775400
2000-10-01 8.8782029923300700
2000-11-01 9.0321801249408690
2000-12-01 9.0498091456988700
2001-01-01 8.2033422470014820
2001-02-01 8.1978886370232400
2001-03-01 8.2862764814171500
2001-04-01 8.5587178210740500
2001-05-01 8.4858314941112310
2001-06-01 8.9269752279440400
2001-07-01 8.3397311133562010
2001-08-01 8.5023565319967900
2001-09-01 8.0979090301654400
2001-10-01 7.9991940138899200
2001-11-01 8.1279597162202000
2001-12-01 7.9369914103280000
2002-01-01 8.0959410558657300
2002-02-01 8.0009799164305590
2002-03-01 8.1342458598312590
2002-04-01 7.0025197946274290
2002-05-01 7.7131980978051295
2002-06-01 8.4100570007944600
2002-07-01 9.0950545779316400
2002-08-01 9.3151951444845300
2002-09-01 9.9002733123234010
2002-10-01 10.2445570967556990
2002-11-01 10.7488803278406000
2002-12-01 11.1540440999250980
2003-01-01 10.8969658718551000
2003-02-01 11.4829058470100000
2003-03-01 11.5413324067848020
2003-04-01 11.6290974450702000
2003-05-01 11.7230109640120010
2003-06-01 11.9982125546098020
2003-07-01 11.8468858584784020
2003-08-01 11.8761092782071990
2003-09-01 11.5929459588526990
2003-10-01 11.5837455973226000
2003-11-01 11.4823804108616000
2003-12-01 11.5765521140889000
2004-01-01 11.8115812921986020
2004-02-01 9.7609901533312690
2004-03-01 9.9310546080749200
2004-04-01 9.9261208279060300
2004-05-01 10.0342242318479010
2004-06-01 9.9716404463290700
2004-07-01 10.2230967713665000
2004-08-01 10.3644011353065000
2004-09-01 10.3998499751305000
2004-10-01 10.1890588411407000
2004-11-01 10.3144626569611990
2004-12-01 10.3978197966027000
2005-01-01 10.5358578411726000
2005-02-01 10.1466383072098000
2005-03-01 10.6064127074020000
2005-04-01 10.9032084911678000
2005-05-01 10.9337607223284010
2005-06-01 11.1727336907648010
2005-07-01 10.9221820209980010
2005-08-01 10.7834408923338000
2005-09-01 10.9893552329753010
2005-10-01 11.1814792471989000
2005-11-01 11.1253065288909010
2005-12-01 11.1035260227064980
2006-01-01 12.2621953627316000
2006-02-01 12.3400859733545990
2006-03-01 12.4859285474819000
2006-04-01 11.5689614727031990
2006-05-01 11.6355041571880000
2006-06-01 11.9695455069265990
2006-07-01 11.9538492457478000
2006-08-01 11.8217487066518000
2006-09-01 11.8887514478044000
2006-10-01 11.8583645608083010
2006-11-01 11.9111065759419980
2006-12-01 12.0009001205064990
2007-01-01 12.0766676564911980
2007-02-01 12.1324074230384000
2007-03-01 12.3571855310963000
2007-04-01 12.4411642986171010
2007-05-01 12.6372409863164990
2007-06-01 12.6908963471896000
2007-07-01 12.8961216695273020
2007-08-01 12.9799379727216000
2007-09-01 12.8729589606604000
2007-10-01 13.1519058460220000
2007-11-01 12.9712152743100000
2007-12-01 13.1854887975505000
2008-01-01 12.6883355210713000
2008-02-01 12.7174915056669000
2008-03-01 12.8246799032088020
2008-04-01 12.9154711733686000
2008-05-01 12.9398115216432000
2008-06-01 13.0135642925334000
2008-07-01 13.1537057719245000
2008-08-01 13.3463210337154000
2008-09-01 13.3663441721399000
2008-10-01 13.1363433061552000
2008-11-01 13.3234862787505990
2008-12-01 13.3765698644229010
2009-01-01 13.3911925501163010
2009-02-01 13.3981454664502000
2009-03-01 13.2960757978015990
2009-04-01 12.9843487426889990
2009-05-01 13.0253111166771980
2009-06-01 13.1661815139796000
2009-07-01 12.9132886268866990
2009-08-01 12.8065610126505000
2009-09-01 12.9506224596669010
2009-10-01 13.0317561035939000
2009-11-01 13.0628403286625010
2009-12-01 13.2737677578726010
2010-01-01 13.4001955418517000
2010-02-01 13.3729977268342000
2010-03-01 13.4736160864086990
2010-04-01 13.8650296970759000
2010-05-01 13.7952912198624990
2010-06-01 13.9110170674464020
2010-07-01 13.9811752864063000
2010-08-01 14.0689892950723010
2010-09-01 13.7348715532080000
2010-10-01 14.1084089791570000
2010-11-01 14.3062715361015020
2010-12-01 14.2720258055461000
2011-01-01 14.3118697781020000
2011-02-01 14.4548657684421990
2011-03-01 14.4620003360606000
2011-04-01 14.4498124671896000
2011-05-01 14.3579819132594990
2011-06-01 14.4643349368085000
2011-07-01 14.2481346435831000
2011-08-01 14.5178894777598000
2011-09-01 14.6109925389963010
2011-10-01 14.6698490552943020
2011-11-01 14.7584176506938000
2011-12-01 14.7738165435521990
2012-01-01 14.9311876188311000
2012-02-01 15.3392657747224000
2012-03-01 15.0469893856071000
2012-04-01 15.1495269121242000
2012-05-01 15.2177341163980980
2012-06-01 15.0110958014760000
2012-07-01 15.2240000504928990
2012-08-01 14.8607343388467000
2012-09-01 15.0864237881997000
2012-10-01 15.2126363185084020
2012-11-01 15.2278006809177000
2012-12-01 15.5655553281967000
2013-01-01 14.9522000366460000
2013-02-01 14.9337455933499000
2013-03-01 14.9265840940904990
2013-04-01 14.9357139047542000
2013-05-01 15.1809703943725990
2013-06-01 15.2708723525703000
2013-07-01 15.2027007466675990
2013-08-01 15.3125166161026000
2013-09-01 15.2515298347565000
2013-10-01 15.1471051998289020
2013-11-01 15.3185567008678000
2013-12-01 15.3606525528022000
2014-01-01 15.3632251377291000
2014-02-01 15.3128208867034000
2014-03-01 15.3899259519015000
2014-04-01 15.4220137288396000
2014-05-01 15.3472427703201980
2014-06-01 15.6137771510146000
2014-07-01 16.0203346132895000
2014-08-01 15.8769529086814000
2014-09-01 15.9056387260910000
2014-10-01 15.9972186937884000
2014-11-01 15.8215419014803000
2014-12-01 15.8458575760870000
2015-01-01 15.9638480977111000
2015-02-01 15.9749987205896000
2015-03-01 15.9433178803845000
2015-04-01 15.9794176175241990
2015-05-01 16.4296138892256000
2015-06-01 16.1603603151149000
2015-07-01 16.4568550071980000
2015-08-01 15.7577903177745000
2015-09-01 16.1646326574681000
2015-10-01 16.3490144223034000
2015-11-01 16.5197640673383000
2015-12-01 16.6508934027428000
2016-01-01 16.4480515929573020
2016-02-01 16.5047629132165000
2016-03-01 16.6955403363793020
2016-04-01 16.8249700664861000
2016-05-01 16.8169114646497000
2016-06-01 16.8088778521330000
2016-07-01 17.1261237352193000
2016-08-01 16.9300098097471000
2016-09-01 17.2414003975892000
2016-10-01 17.3053807689296020
2016-11-01 17.1906278594686980
2016-12-01 16.9547965018836000
2017-01-01 17.5339054188236000
2017-02-01 17.4167069948986000
2017-03-01 17.5644202065940000
2017-04-01 17.4641512207480000
2017-05-01 17.6147709883744000
2017-06-01 17.6863121669076970
2017-07-01 17.5744433428654000
2017-08-01 17.8886748963421030
2017-09-01 18.0198828236882000
2017-10-01 17.8533906488948020
2017-11-01 17.9562485202790000
2017-12-01 18.0773910698886980
2018-01-01 17.7086544363282000
2018-02-01 18.1336159566083000
2018-03-01 18.1366581992027000
2018-04-01 18.2139700518436030
2018-05-01 18.2121009490128000
2018-06-01 18.3755096576683000
2018-07-01 18.2263709296220000
2018-08-01 18.1012810643626030
2018-09-01 18.1998980015014000
2018-10-01 18.3061312998647000
2018-11-01 18.5136725561567000
2018-12-01 18.5138620755835000
2019-01-01 19.1915193794950020
2019-02-01 18.8630252407338000
2019-03-01 18.9095498331678000
2019-04-01 19.0757571797485000
2019-05-01 19.0000285767285000
2019-06-01 18.9736915003085000
2019-07-01 18.7442308074512000
2019-08-01 18.8985161348654000
2019-09-01 18.8686335258870000
2019-10-01 19.2662984157421030
2019-11-01 19.3913046194944000
2019-12-01 19.3828914036535000
2020-01-01 19.8648184981031970
2020-02-01 19.4079155789602000
2020-03-01 18.9751587105011980
2020-04-01 15.6412383687383020
2020-05-01 15.8583480345355010
2020-06-01 16.9610483290663000
2020-07-01 17.6521302502476020
2020-08-01 18.2759372869016980
2020-09-01 18.3536070318488000
2020-10-01 18.5578351792202000
2020-11-01 18.7817076762091980
2020-12-01 19.2335207438479000
2021-01-01 19.4475422252324000
2021-02-01 19.6817307345849000
2021-03-01 20.1230367886053000
2021-04-01 20.3237096136277000
2021-05-01 20.3034175463870000
2021-06-01 20.5126822720923020
2021-07-01 20.8125344021635000
2021-08-01 21.1733128096925000
2021-09-01 21.3405496523914000
2021-10-01 21.6881545719055000
2021-11-01 22.0036483607449000
2021-12-01 21.5706567116405030
2022-01-01 21.4258529960713000
2022-02-01 22.0778466826958000
2022-03-01 22.2508847652047020
2022-04-01 22.3063767939755020
2022-05-01 22.5511466827282000
2022-06-01 22.3226929103674970
2022-07-01 22.4531432612471000
2022-08-01 22.6837785479616980
2022-09-01 23.0461163132748050
2022-10-01 23.0371800628700000
2022-11-01 23.1288809552004000
2022-12-01 23.0881320682537000
2023-01-01 23.4125814852173000
2023-02-01 23.6816088455276020
2023-03-01 23.5820549305864000
2023-04-01 23.8028144479901980
2023-05-01 23.9047756141330000
2023-06-01 23.7978831418762000
2023-07-01 23.7670430928656000
2023-08-01 24.0191960730572000
2023-09-01 23.9565095735238030
2023-10-01 23.9875735856502000
2023-11-01 24.3501918588862000
2023-12-01 24.8997675486304000
2024-01-01 24.9017352102498000
2024-02-01 24.8781475876539000
2024-03-01 25.3396475514473000
2024-04-01 25.2938614458808000
2024-05-01 25.5760975889431000
2024-06-01 26.9688234210050020
2024-07-01 26.6738179747127000
2024-08-01 26.1509994522953980

Subscribe to the FRED newsletter


Follow us

Back to Top