Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR-MO (MSA)

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 2024-11-01
Last Updated 2024-12-21 6:18 AM CST
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 7.2473785533959605
1990-02-01 7.3702827804326390
1990-03-01 7.4001503561734290
1990-04-01 7.4169512665961300
1990-05-01 7.4787167766975795
1990-06-01 7.5312756084151700
1990-07-01 7.6066795000367200
1990-08-01 7.6709633585609005
1990-09-01 7.7229477907010100
1990-10-01 7.8783156472665190
1990-11-01 7.9071953028946700
1990-12-01 7.9590255730409805
1991-01-01 8.0409946865267200
1991-02-01 8.1731108876218800
1991-03-01 8.4049887041372500
1991-04-01 8.3990679888339500
1991-05-01 8.4736137347178100
1991-06-01 8.7281424553045600
1991-07-01 8.9559676697640280
1991-08-01 9.1139582110292500
1991-09-01 9.3508360830403310
1991-10-01 9.4480784790038400
1991-11-01 9.4802704470678600
1991-12-01 9.4294431504853500
1992-01-01 9.7247921300789500
1992-02-01 9.7746792443784900
1992-03-01 9.8062172219126180
1992-04-01 9.8624175256382590
1992-05-01 9.8663541046850800
1992-06-01 9.9169923333963200
1992-07-01 9.9102686929844400
1992-08-01 9.9541817795859800
1992-09-01 9.9619730560277220
1992-10-01 9.9620033648137590
1992-11-01 10.0829921346636980
1992-12-01 10.0105172339726000
1993-01-01 10.0000415028766000
1993-02-01 9.9726706779743210
1993-03-01 9.9897228452505300
1993-04-01 10.1269284294165000
1993-05-01 10.1617867381011000
1993-06-01 10.2107918598701990
1993-07-01 10.2517193606895990
1993-08-01 10.2923439530435990
1993-09-01 10.3627614815570000
1993-10-01 10.4769670290060000
1993-11-01 10.5928660369751000
1993-12-01 10.6913732637663000
1994-01-01 10.7762309390675000
1994-02-01 10.8513365169948000
1994-03-01 10.9585438529223000
1994-04-01 11.0076875727923010
1994-05-01 11.0522414201590000
1994-06-01 11.1196375044946000
1994-07-01 11.1133117934925010
1994-08-01 11.1356441429040000
1994-09-01 11.1636276155878010
1994-10-01 11.1797285630549000
1994-11-01 11.1944270120985010
1994-12-01 11.2827493128313990
1995-01-01 11.4595709669919010
1995-02-01 11.4230766036961010
1995-03-01 11.5304544793584980
1995-04-01 11.5103346964711000
1995-05-01 11.5337696544983000
1995-06-01 11.6526870802769000
1995-07-01 11.7543076810710000
1995-08-01 11.8659311874806000
1995-09-01 12.0584079729034000
1995-10-01 11.5742241088179000
1995-11-01 11.6901685000515000
1995-12-01 11.8823555787828020
1996-01-01 11.8525305438418000
1996-02-01 11.9037923397334000
1996-03-01 11.9258931996533000
1996-04-01 12.0126631590191980
1996-05-01 12.1044461815699000
1996-06-01 11.8856485521661000
1996-07-01 12.1691919896729000
1996-08-01 12.2627678188596980
1996-09-01 12.2608287942286000
1996-10-01 12.3628805618610010
1996-11-01 12.3744125104752000
1996-12-01 12.3852362121986990
1997-01-01 12.4615670503358000
1997-02-01 12.5010852335498000
1997-03-01 12.5198077075361000
1997-04-01 12.5066573089660000
1997-05-01 12.5830685969771000
1997-06-01 12.5061336318078010
1997-07-01 12.5556151924471990
1997-08-01 12.4589723433999020
1997-09-01 12.6752129126551980
1997-10-01 12.6725571875870990
1997-11-01 12.6617715065935000
1997-12-01 12.6863384705029020
1998-01-01 12.6848925387974000
1998-02-01 12.7148289628281000
1998-03-01 12.7103414989194010
1998-04-01 12.7920169949039000
1998-05-01 12.7834438814337000
1998-06-01 12.7904672418968000
1998-07-01 12.8313124123505000
1998-08-01 12.8541028958676970
1998-09-01 12.7979916813855000
1998-10-01 12.7986940506623000
1998-11-01 12.8618858844631010
1998-12-01 12.8888942697609000
1999-01-01 12.8994616677418020
1999-02-01 12.9320792046698000
1999-03-01 12.9813873221155000
1999-04-01 12.9915544177384000
1999-05-01 13.0007892022730990
1999-06-01 13.0502728444545000
1999-07-01 13.1086687115825990
1999-08-01 13.0528205247961000
1999-09-01 13.1150246502095000
1999-10-01 13.2156330221869020
1999-11-01 13.2694683318666000
1999-12-01 13.0927525698385000
2000-01-01 13.1980417174736000
2000-02-01 13.4515137627886980
2000-03-01 13.3558615449895000
2000-04-01 13.3978402400438000
2000-05-01 13.4178751886278020
2000-06-01 13.6109162488753000
2000-07-01 13.4093135923753000
2000-08-01 13.5348856247826000
2000-09-01 13.6149548279629990
2000-10-01 13.6359873913973000
2000-11-01 13.6842617756695010
2000-12-01 13.5945869231718020
2001-01-01 13.9792473749042000
2001-02-01 14.2791150458801000
2001-03-01 14.1368208809367000
2001-04-01 14.2135018114121990
2001-05-01 14.3254107413918010
2001-06-01 14.4881296839761990
2001-07-01 14.5295319304005000
2001-08-01 14.5264178362755980
2001-09-01 14.5110732797345000
2001-10-01 14.6329541061808000
2001-11-01 14.6757147256864000
2001-12-01 14.7846716909699990
2002-01-01 14.8726321104384000
2002-02-01 14.9194516346460980
2002-03-01 15.0345275826087000
2002-04-01 15.0251526216963000
2002-05-01 15.0189912243662000
2002-06-01 15.0850000126670000
2002-07-01 15.1329457232014980
2002-08-01 15.3050733553037000
2002-09-01 15.3977809931701000
2002-10-01 15.3355140301648000
2002-11-01 15.4554408271005010
2002-12-01 15.4827135039441990
2003-01-01 15.5805953706463000
2003-02-01 15.6566939998958020
2003-03-01 15.5577264060926980
2003-04-01 15.8276685890941000
2003-05-01 16.0876984785360000
2003-06-01 15.9884549784654000
2003-07-01 16.1323530555663020
2003-08-01 16.2121810514601000
2003-09-01 16.3032644476414000
2003-10-01 16.4120351953411000
2003-11-01 16.4370933164808000
2003-12-01 16.4752854187734000
2004-01-01 16.3038790224232000
2004-02-01 16.4742365016416000
2004-03-01 16.5811538121604000
2004-04-01 16.6094372029489000
2004-05-01 16.7568375534909000
2004-06-01 16.8833112171639000
2004-07-01 16.9418213851448020
2004-08-01 16.9197371927789000
2004-09-01 16.9021421957135980
2004-10-01 17.0074478451276000
2004-11-01 17.1461328034424980
2004-12-01 17.1877627232146000
2005-01-01 17.2159835344491970
2005-02-01 17.2564162909347000
2005-03-01 17.1991982444062000
2005-04-01 17.5772337460714000
2005-05-01 17.5237354556791000
2005-06-01 17.4900501869799000
2005-07-01 17.5685474301753000
2005-08-01 17.6283933216195000
2005-09-01 17.7938374551455000
2005-10-01 18.1908602345295000
2005-11-01 17.9672209235987000
2005-12-01 18.1133407915028000
2006-01-01 18.1263234376493970
2006-02-01 18.2158736942129000
2006-03-01 18.2081055092721000
2006-04-01 18.3402701476308000
2006-05-01 18.2048336473326020
2006-06-01 18.4054668242991000
2006-07-01 18.3164681757174000
2006-08-01 18.3309369699536000
2006-09-01 18.2419519034460000
2006-10-01 18.1909751009676980
2006-11-01 18.1874964943135000
2006-12-01 18.2666571559523020
2007-01-01 18.4369798038677000
2007-02-01 18.4851491120670030
2007-03-01 18.6064115640231000
2007-04-01 18.5292839120508000
2007-05-01 18.6712982910855000
2007-06-01 18.7600388834477000
2007-07-01 18.8507178875221970
2007-08-01 19.0444977665561020
2007-09-01 19.0647006736640000
2007-10-01 19.2549610837536030
2007-11-01 19.4702520407502000
2007-12-01 19.4941700457563020
2008-01-01 19.5764359774158980
2008-02-01 19.6723912937518000
2008-03-01 19.6194773864255000
2008-04-01 19.8106864392915000
2008-05-01 19.8416010126551000
2008-06-01 19.8316348312908000
2008-07-01 19.7741050688086020
2008-08-01 19.7753939144040000
2008-09-01 19.9650751536456000
2008-10-01 19.9126399186827000
2008-11-01 19.8594845119513000
2008-12-01 19.8921468893703020
2009-01-01 19.7049889364840000
2009-02-01 19.8965455734607000
2009-03-01 20.4157217484111000
2009-04-01 20.8086777242570000
2009-05-01 20.8488997003730000
2009-06-01 20.7261849662283030
2009-07-01 21.0922429291027000
2009-08-01 20.8920477960579980
2009-09-01 21.2848471889070000
2009-10-01 21.3636595344997000
2009-11-01 21.4245381617838000
2009-12-01 21.4470426481779000
2010-01-01 21.4173599158126040
2010-02-01 21.6153085482301000
2010-03-01 21.6151567236033020
2010-04-01 21.7155745964508960
2010-05-01 21.8059697681263030
2010-06-01 21.6117579978661000
2010-07-01 21.9027919961589000
2010-08-01 21.8842684049993000
2010-09-01 22.0203062393684020
2010-10-01 22.1467844834993030
2010-11-01 22.2080794280841970
2010-12-01 22.2939638367485000
2011-01-01 22.2852840432933000
2011-02-01 22.2259545382469000
2011-03-01 22.4067356978706000
2011-04-01 22.5430689892068000
2011-05-01 22.4855797448692000
2011-06-01 22.6807099080977000
2011-07-01 22.8205652733448000
2011-08-01 23.0545751774415030
2011-09-01 23.0691995409720000
2011-10-01 23.1615103540433970
2011-11-01 23.1861130416994000
2011-12-01 23.2641023047167000
2012-01-01 23.4498544630347000
2012-02-01 23.3931540765262970
2012-03-01 23.5055258499871000
2012-04-01 23.3889948184760000
2012-05-01 23.2237733704672000
2012-06-01 23.4188119257284000
2012-07-01 23.2274610859393040
2012-08-01 23.6390375114997000
2012-09-01 23.7317254615703950
2012-10-01 23.7877602597978960
2012-11-01 23.8843890628709980
2012-12-01 23.9425190485149000
2013-01-01 23.7290511976036030
2013-02-01 24.0512852510072000
2013-03-01 23.9225392415986030
2013-04-01 24.0096227361409000
2013-05-01 24.0249221875142000
2013-06-01 24.1448338335255000
2013-07-01 24.1389653407702000
2013-08-01 24.0428503456619960
2013-09-01 24.1130137770999000
2013-10-01 23.9217148086941000
2013-11-01 23.9968871090557000
2013-12-01 23.9493220321412000
2014-01-01 24.0110827595233000
2014-02-01 24.1182101012793030
2014-03-01 24.2185409009747000
2014-04-01 24.1992551006079000
2014-05-01 24.4114874886477000
2014-06-01 24.4790642445626960
2014-07-01 24.5576743539866980
2014-08-01 24.6410920684967000
2014-09-01 24.6272022230280000
2014-10-01 25.0248415382068960
2014-11-01 24.9023960329114000
2014-12-01 25.1342224747090020
2015-01-01 25.1980185303528000
2015-02-01 25.1883907880467000
2015-03-01 25.3067786129992000
2015-04-01 25.5406308772540000
2015-05-01 25.7273688178147000
2015-06-01 25.7328495490099000
2015-07-01 25.9181879035756030
2015-08-01 25.9323796577396020
2015-09-01 26.2302134173153970
2015-10-01 26.3302532854151000
2015-11-01 26.4941194701378000
2015-12-01 26.5397280072806000
2016-01-01 26.6849130009156030
2016-02-01 26.7464691665964000
2016-03-01 26.8600522611853020
2016-04-01 26.9812056359051980
2016-05-01 26.7769229569242000
2016-06-01 26.9702826123266030
2016-07-01 27.0962836894280000
2016-08-01 27.3975440648500030
2016-09-01 27.4557267065627000
2016-10-01 27.4187775857350000
2016-11-01 27.6980765156220020
2016-12-01 27.7464494330265000
2017-01-01 27.7810257588730000
2017-02-01 27.9912785212096970
2017-03-01 28.0274324709098000
2017-04-01 28.0492291507460000
2017-05-01 28.1325874842251020
2017-06-01 28.2906386035317000
2017-07-01 28.3449578949007980
2017-08-01 28.4766285469847030
2017-09-01 28.4775829491256000
2017-10-01 28.5868259982277020
2017-11-01 28.6055402311022000
2017-12-01 28.7638785882537000
2018-01-01 28.8613752544743960
2018-02-01 28.9619369391733020
2018-03-01 29.1104879216042000
2018-04-01 29.2566174033297020
2018-05-01 29.2690964507865000
2018-06-01 29.3031499791443970
2018-07-01 29.1639486155404000
2018-08-01 29.1493109593124020
2018-09-01 29.1973586659746970
2018-10-01 29.2353096585152020
2018-11-01 29.1994111470418960
2018-12-01 29.2783151857620000
2019-01-01 29.4546905580286020
2019-02-01 29.5752248008234000
2019-03-01 29.5995542005923970
2019-04-01 29.7114481261247000
2019-05-01 29.6815670809722000
2019-06-01 29.7055005823479980
2019-07-01 29.9354549425403960
2019-08-01 29.9420677726748000
2019-09-01 29.9997923789066970
2019-10-01 30.0856701335250000
2019-11-01 30.2672143839253000
2019-12-01 30.3903829590158000
2020-01-01 30.6717430736437000
2020-02-01 30.9165056054921000
2020-03-01 30.5798904303810000
2020-04-01 27.1869634673938000
2020-05-01 28.4603938478230000
2020-06-01 29.0649907613664000
2020-07-01 29.3771795934810030
2020-08-01 29.9314865105825000
2020-09-01 30.1920686146778000
2020-10-01 30.5597894076322980
2020-11-01 30.9528402370053000
2020-12-01 31.0190451535802970
2021-01-01 31.1198147622219000
2021-02-01 31.2635169261203000
2021-03-01 31.6207083480149970
2021-04-01 31.6208466698083970
2021-05-01 31.7362467718424000
2021-06-01 31.8633367111282020
2021-07-01 31.8690491235924000
2021-08-01 31.7769755507086020
2021-09-01 31.6759488390050000
2021-10-01 32.1673836948960000
2021-11-01 32.3746215107841950
2021-12-01 32.0441158496858000
2022-01-01 32.1361955743954000
2022-02-01 32.3587449070683000
2022-03-01 32.5956808247792000
2022-04-01 32.9260417508505000
2022-05-01 33.3132487618704000
2022-06-01 33.2322396229747000
2022-07-01 33.4344302535656000
2022-08-01 33.7227130995478960
2022-09-01 33.9650780819409000
2022-10-01 34.2122325355264000
2022-11-01 34.3159446464024000
2022-12-01 34.4542110292224000
2023-01-01 34.7172508654242000
2023-02-01 34.9072498001462960
2023-03-01 35.1630059233781000
2023-04-01 35.1172017244358940
2023-05-01 35.3285535202707000
2023-06-01 35.4187498748317040
2023-07-01 35.5017070562050000
2023-08-01 35.5649260600246000
2023-09-01 35.7776138452142050
2023-10-01 35.7829674939217000
2023-11-01 36.0484999482590000
2023-12-01 36.4385108184500000
2024-01-01 36.6715941045954000
2024-02-01 36.8371817979347040
2024-03-01 36.6847296458449960
2024-04-01 37.0938301546153000
2024-05-01 37.1696181137421040
2024-06-01 37.8312659610215000
2024-07-01 37.8996189603487040
2024-08-01 37.9788371766136000
2024-09-01 37.8041796588894950
2024-10-01 38.2124152998538950
2024-11-01 38.4400296590454000

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