Title: All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR-MO (MSA) Series ID: FASEDUH 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 2024-03-01 Last Updated: 2024-04-20 6:09 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/FASEDUHN). 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 7.2473785539497900 1990-02-01 7.3702832599687005 1990-03-01 7.4001507296465190 1990-04-01 7.4169518935000500 1990-05-01 7.4787183970725900 1990-06-01 7.5312768187643800 1990-07-01 7.6066807713377400 1990-08-01 7.6709643543752690 1990-09-01 7.7229498558848390 1990-10-01 7.8783157417741300 1990-11-01 7.9071873243711200 1990-12-01 7.9590245325160710 1991-01-01 8.0409949521072010 1991-02-01 8.1731112532593600 1991-03-01 8.4049884426123000 1991-04-01 8.3990685354729810 1991-05-01 8.4736155915946100 1991-06-01 8.7281445750644400 1991-07-01 8.9559702377291800 1991-08-01 9.1139605755650800 1991-09-01 9.3508393711189810 1991-10-01 9.4480792263349800 1991-11-01 9.4802570023546900 1991-12-01 9.4294416348032400 1992-01-01 9.7247917643699400 1992-02-01 9.7746787976624300 1992-03-01 9.8062157947483910 1992-04-01 9.8624179576524720 1992-05-01 9.8663565881627500 1992-06-01 9.9169970848209200 1992-07-01 9.9102752221303800 1992-08-01 9.9541881529657790 1992-09-01 9.9619781436506000 1992-10-01 9.9620041210098000 1992-11-01 10.0829715673780000 1992-12-01 10.0105130421271000 1993-01-01 10.0000389911045000 1993-02-01 9.9726671842257790 1993-03-01 9.9897206190059200 1993-04-01 10.1269275304110000 1993-05-01 10.1617903835467000 1993-06-01 10.2107999563861000 1993-07-01 10.2517321281766000 1993-08-01 10.2923607839410000 1993-09-01 10.3627820621636000 1993-10-01 10.4769504136391000 1993-11-01 10.5928383333303000 1993-12-01 10.6913640421924000 1994-01-01 10.7762228896795980 1994-02-01 10.8513282503124000 1994-03-01 10.9585428552556000 1994-04-01 11.0076867242981000 1994-05-01 11.0522477771562000 1994-06-01 11.1196488576268010 1994-07-01 11.1133327080567010 1994-08-01 11.1356734836492000 1994-09-01 11.1636661792916990 1994-10-01 11.1796921965055000 1994-11-01 11.1943916350328010 1994-12-01 11.2827350069863000 1995-01-01 11.4595574400224000 1995-02-01 11.4230642319255000 1995-03-01 11.5304559060799000 1995-04-01 11.5103347795011000 1995-05-01 11.5337786165744000 1995-06-01 11.6526986713987000 1995-07-01 11.7543320387294000 1995-08-01 11.8659719698408010 1995-09-01 12.0584650167977000 1995-10-01 11.5741683196448020 1995-11-01 11.6901291478273010 1995-12-01 11.8823403650488990 1996-01-01 11.8525137440666000 1996-02-01 11.9037802382528020 1996-03-01 11.9258964026406000 1996-04-01 12.0126675037673000 1996-05-01 12.1044565215335020 1996-06-01 11.8856578136535000 1996-07-01 12.1692146160314000 1996-08-01 12.2628045634676000 1996-09-01 12.2608686889406990 1996-10-01 12.3628383699446000 1996-11-01 12.3743798225885020 1996-12-01 12.3852205226859000 1997-01-01 12.4615517817835000 1997-02-01 12.5010766070604010 1997-03-01 12.5198105498091990 1997-04-01 12.5066626565055990 1997-05-01 12.5830770753865000 1997-06-01 12.5061403646806000 1997-07-01 12.5556297965867000 1997-08-01 12.4589994799979000 1997-09-01 12.6752337857448010 1997-10-01 12.6725337541948000 1997-11-01 12.6617517431605010 1997-12-01 12.6863267029415020 1998-01-01 12.6848809277023000 1998-02-01 12.7148246330632000 1998-03-01 12.7103435197787000 1998-04-01 12.7920218944044990 1998-05-01 12.7834489939090990 1998-06-01 12.7904713742693020 1998-07-01 12.8313207048245000 1998-08-01 12.8541154749424000 1998-09-01 12.7979936393755980 1998-10-01 12.7986911436063000 1998-11-01 12.8618797203372000 1998-12-01 12.8888858140254000 1999-01-01 12.8994542085583020 1999-02-01 12.9320769666570000 1999-03-01 12.9813885046175000 1999-04-01 12.9915563926894000 1999-05-01 13.0007912173184990 1999-06-01 13.0502753556022000 1999-07-01 13.1086728389945000 1999-08-01 13.0528255597453000 1999-09-01 13.1150253680268000 1999-10-01 13.2156325586196000 1999-11-01 13.2694672450563000 1999-12-01 13.0927484223818010 2000-01-01 13.1980362898680000 2000-02-01 13.4515120761661980 2000-03-01 13.3558627757331000 2000-04-01 13.3978412475828000 2000-05-01 13.4178758967580020 2000-06-01 13.6109176810084000 2000-07-01 13.4093172689704990 2000-08-01 13.5348859848618000 2000-09-01 13.6149552390326000 2000-10-01 13.6359877657784000 2000-11-01 13.6842620923024980 2000-12-01 13.5945844024770000 2001-01-01 13.9792441182927000 2001-02-01 14.2791135283094000 2001-03-01 14.1368215531016000 2001-04-01 14.2135023952084000 2001-05-01 14.3254113094514000 2001-06-01 14.4881307971246990 2001-07-01 14.5295346129904010 2001-08-01 14.5264179912691000 2001-09-01 14.5110733825221980 2001-10-01 14.6329541715245990 2001-11-01 14.6757147326451000 2001-12-01 14.7846699299110000 2002-01-01 14.8726301748991980 2002-02-01 14.9194506569209010 2002-03-01 15.0345280285030980 2002-04-01 15.0251531284738020 2002-05-01 15.0189918338482000 2002-06-01 15.0850007964423010 2002-07-01 15.1329471792890000 2002-08-01 15.3050733728955010 2002-09-01 15.3977809245715000 2002-10-01 15.3355138711789020 2002-11-01 15.4554404941494020 2002-12-01 15.4827126372933000 2003-01-01 15.5805948951468980 2003-02-01 15.6566935221573010 2003-03-01 15.5577264691145980 2003-04-01 15.8276688566120000 2003-05-01 16.0876990009682000 2003-06-01 15.9884553637525980 2003-07-01 16.1323533429338000 2003-08-01 16.2121811926563000 2003-09-01 16.3032644186264000 2003-10-01 16.4120350388128030 2003-11-01 16.4370931039294000 2003-12-01 16.4752852022242000 2004-01-01 16.3038787828907000 2004-02-01 16.4742364050455000 2004-03-01 16.5811538572850000 2004-04-01 16.6094373056028000 2004-05-01 16.7568377743266980 2004-06-01 16.8833113265926970 2004-07-01 16.9418214523725000 2004-08-01 16.9197372057882000 2004-09-01 16.9021421576233000 2004-10-01 17.0074477740248000 2004-11-01 17.1461327427389000 2004-12-01 17.1877626843541000 2005-01-01 17.2159834757818000 2005-02-01 17.2564162893233000 2005-03-01 17.1991982741739020 2005-04-01 17.5772337727384000 2005-05-01 17.5237355346050000 2005-06-01 17.4900501844510000 2005-07-01 17.5685474281454000 2005-08-01 17.6283933141816000 2005-09-01 17.7938374478726000 2005-10-01 18.1908602187510000 2005-11-01 17.9672209182092000 2005-12-01 18.1133407855159000 2006-01-01 18.1263234093577000 2006-02-01 18.2158736882600000 2006-03-01 18.2081055112541000 2006-04-01 18.3402701626049000 2006-05-01 18.2048336908933020 2006-06-01 18.4054668167903000 2006-07-01 18.3164681796806000 2006-08-01 18.3309369730776020 2006-09-01 18.2419519015131000 2006-10-01 18.1909751037614000 2006-11-01 18.1874964944000000 2006-12-01 18.2666571434011970 2007-01-01 18.4369797740985000 2007-02-01 18.4851490837411030 2007-03-01 18.6064115539091000 2007-04-01 18.5292839102746000 2007-05-01 18.6712983730493960 2007-06-01 18.7600388612253000 2007-07-01 18.8507178914087000 2007-08-01 19.0444977913100000 2007-09-01 19.0647006781426040 2007-10-01 19.2549611091662000 2007-11-01 19.4702520621920000 2007-12-01 19.4941700512859000 2008-01-01 19.5764358347886000 2008-02-01 19.6723912543056000 2008-03-01 19.6194773683199000 2008-04-01 19.8106864238403980 2008-05-01 19.8416011521546000 2008-06-01 19.8316347947729000 2008-07-01 19.7741050858858000 2008-08-01 19.7753939720916000 2008-09-01 19.9650751765936000 2008-10-01 19.9126399673325000 2008-11-01 19.8594845546733970 2008-12-01 19.8921469249825000 2009-01-01 19.7049886959169000 2009-02-01 19.8965453811119000 2009-03-01 20.4157217688318000 2009-04-01 20.8086777595595000 2009-05-01 20.8488998195865000 2009-06-01 20.7261849705121000 2009-07-01 21.0922429972464980 2009-08-01 20.8920478896379000 2009-09-01 21.2848472374408000 2009-10-01 21.3636596020770000 2009-11-01 21.4245382206963980 2009-12-01 21.4470427143440000 2010-01-01 21.4173595966042000 2010-02-01 21.6153082177876000 2010-03-01 21.6151567639081000 2010-04-01 21.7155745802298020 2010-05-01 21.8059699611254000 2010-06-01 21.6117577698116000 2010-07-01 21.9027920867281020 2010-08-01 21.8842684744563020 2010-09-01 22.0203064654654000 2010-10-01 22.1467848034616000 2010-11-01 22.2080797019446980 2010-12-01 22.2939640126261000 2011-01-01 22.2852835541653000 2011-02-01 22.2259540166968960 2011-03-01 22.4067356868541020 2011-04-01 22.5430687513111960 2011-05-01 22.4855797652431020 2011-06-01 22.6807091006257020 2011-07-01 22.8205651535876970 2011-08-01 23.0545753795581020 2011-09-01 23.0692005442899000 2011-10-01 23.1615117952207000 2011-11-01 23.1861143363294000 2011-12-01 23.2641028961506040 2012-01-01 23.4498533396228980 2012-02-01 23.3931528315075000 2012-03-01 23.5055247957848970 2012-04-01 23.3889924321723970 2012-05-01 23.2237715732001960 2012-06-01 23.4188099794453000 2012-07-01 23.2274617541637980 2012-08-01 23.6390395208448960 2012-09-01 23.7317282214976970 2012-10-01 23.7877726358942000 2012-11-01 23.8843893633692000 2012-12-01 23.9425175428731000 2013-01-01 23.7290469084543000 2013-02-01 24.0512805163271000 2013-03-01 23.9225346545718020 2013-04-01 24.0096154157061000 2013-05-01 24.0249160397869000 2013-06-01 24.1448310640861000 2013-07-01 24.1389696903087980 2013-08-01 24.0428599518850000 2013-09-01 24.1130246642153030 2013-10-01 23.9217420223891960 2013-11-01 23.9968853430189000 2013-12-01 23.9493151368418960 2014-01-01 24.0110740459662000 2014-02-01 24.1181959370042000 2014-03-01 24.2185219246966030 2014-04-01 24.1992448278436000 2014-05-01 24.4114901487333000 2014-06-01 24.4790418481013960 2014-07-01 24.5576553456438980 2014-08-01 24.6411876643324000 2014-09-01 24.6271854038388970 2014-10-01 25.0249123436870000 2014-11-01 24.9023760848879000 2014-12-01 25.1342020603874000 2015-01-01 25.1979981118917000 2015-02-01 25.1883632055261980 2015-03-01 25.3067414530221980 2015-04-01 25.5406147682546000 2015-05-01 25.7273788698813000 2015-06-01 25.7328029423007000 2015-07-01 25.9181480072513960 2015-08-01 25.9325889662101970 2015-09-01 26.2301949833584980 2015-10-01 26.3303842209242020 2015-11-01 26.4941065647073000 2015-12-01 26.5396846111250000 2016-01-01 26.6848267472446000 2016-02-01 26.7463541489736000 2016-03-01 26.8599406569616970 2016-04-01 26.9811614991631040 2016-05-01 26.7769593932848020 2016-06-01 26.9702633434913000 2016-07-01 27.0962934054783030 2016-08-01 27.3979647639694970 2016-09-01 27.4557899952499000 2016-10-01 27.4190356415105000 2016-11-01 27.6980774659015000 2016-12-01 27.7462610665819970 2017-01-01 27.7806105997400000 2017-02-01 27.9907877693967000 2017-03-01 28.0271090379641020 2017-04-01 28.0492205344541040 2017-05-01 28.1329425098171000 2017-06-01 28.2912036908829000 2017-07-01 28.3454837165807020 2017-08-01 28.4771699462650000 2017-09-01 28.4776110599130020 2017-10-01 28.5867478123403020 2017-11-01 28.6051513840829980 2017-12-01 28.7633815032732000 2018-01-01 28.8609830416796030 2018-02-01 28.9603874217770000 2018-03-01 29.1090682210099000 2018-04-01 29.2577844385517000 2018-05-01 29.2708309533403000 2018-06-01 29.3046966496175000 2018-07-01 29.1650196552288960 2018-08-01 29.1513716148860000 2018-09-01 29.1960150255362980 2018-10-01 29.2333913783702000 2018-11-01 29.1981362949493960 2018-12-01 29.2772804220716000 2019-01-01 29.4546083651856000 2019-02-01 29.5719055721621050 2019-03-01 29.5973206353947000 2019-04-01 29.7145956932117000 2019-05-01 29.6857911315455000 2019-06-01 29.7088847656234000 2019-07-01 29.9385480765027000 2019-08-01 29.9485789164897000 2019-09-01 29.9967461272887980 2019-10-01 30.0712729065358960 2019-11-01 30.2672590540837000 2019-12-01 30.3905186248022970 2020-01-01 30.6722165446368040 2020-02-01 30.9109230381508020 2020-03-01 30.5764748279898020 2020-04-01 27.1913080691830020 2020-05-01 28.4669424196598000 2020-06-01 29.0720361473428960 2020-07-01 29.3847801385181000 2020-08-01 29.9441210016533000 2020-09-01 30.1869818594578980 2020-10-01 30.5311219072543000 2020-11-01 30.9528695438842000 2020-12-01 31.0192259840819000 2021-01-01 31.1190333200403000 2021-02-01 31.2553784312553020 2021-03-01 31.6147444567794000 2021-04-01 31.6236918084566020 2021-05-01 31.7461779777674020 2021-06-01 31.8791315472556040 2021-07-01 31.8890236654803000 2021-08-01 31.8013693218478000 2021-09-01 31.6777520510626970 2021-10-01 32.1042352344527000 2021-11-01 32.3792467875931960 2021-12-01 32.0472001836356000 2022-01-01 32.1304503388383900 2022-02-01 32.3405183781858000 2022-03-01 32.5883750042094960 2022-04-01 32.9272180531742000 2022-05-01 33.3045336063740000 2022-06-01 33.2650421273300000 2022-07-01 33.4972743218510000 2022-08-01 33.7557050040888950 2022-09-01 33.9718901967210000 2022-10-01 34.1197357642346000 2022-11-01 34.3179022766696000 2022-12-01 34.4566759209338000 2023-01-01 34.7075212696317000 2023-02-01 34.8777665479452000 2023-03-01 35.1450311179744000 2023-04-01 35.1191755758749000 2023-05-01 35.2865231772127900 2023-06-01 35.4791384326757040 2023-07-01 35.6202203250820000 2023-08-01 35.6144033293635000 2023-09-01 35.7807675745929000 2023-10-01 35.6517973351249000 2023-11-01 36.0521013180936000 2023-12-01 36.4436388605216000 2024-01-01 36.6598882328999000 2024-02-01 36.7953231098082000 2024-03-01 36.6577688107134000