Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR (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 2026-05-01 |
| Last Updated | 2026-06-24 10:06 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 | 7.00531978758412 |
| 1990-02-01 | 7.18207214915433 |
| 1990-03-01 | 7.20920766698151 |
| 1990-04-01 | 7.19730447352555 |
| 1990-05-01 | 7.28175820288849 |
| 1990-06-01 | 7.32542975634411 |
| 1990-07-01 | 7.42299346092943 |
| 1990-08-01 | 7.48306309561120 |
| 1990-09-01 | 7.51936649410197 |
| 1990-10-01 | 7.69239945131423 |
| 1990-11-01 | 7.70968098235366 |
| 1990-12-01 | 7.75872678386361 |
| 1991-01-01 | 7.80476855866172 |
| 1991-02-01 | 7.98076784903718 |
| 1991-03-01 | 8.20752816842110 |
| 1991-04-01 | 8.18780309263817 |
| 1991-05-01 | 8.27716250812799 |
| 1991-06-01 | 8.52571021530970 |
| 1991-07-01 | 8.77080750839148 |
| 1991-08-01 | 8.92542631077605 |
| 1991-09-01 | 9.14605947769558 |
| 1991-10-01 | 9.25843037006369 |
| 1991-11-01 | 9.27928459759967 |
| 1991-12-01 | 9.23071013348784 |
| 1992-01-01 | 9.49958050883954 |
| 1992-02-01 | 9.57473383170125 |
| 1992-03-01 | 9.59845925494180 |
| 1992-04-01 | 9.66660635465402 |
| 1992-05-01 | 9.67097525982823 |
| 1992-06-01 | 9.72468563550703 |
| 1992-07-01 | 9.71667991712040 |
| 1992-08-01 | 9.76227804054967 |
| 1992-09-01 | 9.75260248872889 |
| 1992-10-01 | 9.76051621108404 |
| 1992-11-01 | 9.87982685509116 |
| 1992-12-01 | 9.81562080124830 |
| 1993-01-01 | 9.78926909847708 |
| 1993-02-01 | 9.76535337513092 |
| 1993-03-01 | 9.78428241528936 |
| 1993-04-01 | 9.94528086787427 |
| 1993-05-01 | 9.96437711117973 |
| 1993-06-01 | 10.02399928418650 |
| 1993-07-01 | 10.05152750346390 |
| 1993-08-01 | 10.08647232533190 |
| 1993-09-01 | 10.15512831104660 |
| 1993-10-01 | 10.26718903499380 |
| 1993-11-01 | 10.38271302658630 |
| 1993-12-01 | 10.50013784397450 |
| 1994-01-01 | 10.57607662533100 |
| 1994-02-01 | 10.64892540134460 |
| 1994-03-01 | 10.76548426340150 |
| 1994-04-01 | 10.82287680844930 |
| 1994-05-01 | 10.84796182510580 |
| 1994-06-01 | 10.93562289289130 |
| 1994-07-01 | 10.90452233996110 |
| 1994-08-01 | 10.92639054608510 |
| 1994-09-01 | 10.95961235169240 |
| 1994-10-01 | 10.96806058603000 |
| 1994-11-01 | 10.98404887440270 |
| 1994-12-01 | 11.08853988526870 |
| 1995-01-01 | 11.26606052324180 |
| 1995-02-01 | 11.23043585874540 |
| 1995-03-01 | 11.34760780249880 |
| 1995-04-01 | 11.31061971718090 |
| 1995-05-01 | 11.32858248887270 |
| 1995-06-01 | 11.45400959748250 |
| 1995-07-01 | 11.54140870370430 |
| 1995-08-01 | 11.65194741710780 |
| 1995-09-01 | 11.86889416065270 |
| 1995-10-01 | 11.37482684861070 |
| 1995-11-01 | 11.48171819306590 |
| 1995-12-01 | 11.68195902078010 |
| 1996-01-01 | 11.66388899412220 |
| 1996-02-01 | 11.71677135610720 |
| 1996-03-01 | 11.72841683137990 |
| 1996-04-01 | 11.80610936549470 |
| 1996-05-01 | 11.91081938619270 |
| 1996-06-01 | 11.67336372995960 |
| 1996-07-01 | 11.95124338722100 |
| 1996-08-01 | 12.06466820589250 |
| 1996-09-01 | 12.06962526026850 |
| 1996-10-01 | 12.17017624192820 |
| 1996-11-01 | 12.17176139677000 |
| 1996-12-01 | 12.18096109501290 |
| 1997-01-01 | 12.26983001040170 |
| 1997-02-01 | 12.30972298102060 |
| 1997-03-01 | 12.31348264856780 |
| 1997-04-01 | 12.30139881123180 |
| 1997-05-01 | 12.39752630830570 |
| 1997-06-01 | 12.28339241663150 |
| 1997-07-01 | 12.35090614076310 |
| 1997-08-01 | 12.25853208758400 |
| 1997-09-01 | 12.48155291447140 |
| 1997-10-01 | 12.48005821954750 |
| 1997-11-01 | 12.46818046086490 |
| 1997-12-01 | 12.48544570104280 |
| 1998-01-01 | 12.47900326613360 |
| 1998-02-01 | 12.51642631256770 |
| 1998-03-01 | 12.50037584012640 |
| 1998-04-01 | 12.59986580298030 |
| 1998-05-01 | 12.59425860978540 |
| 1998-06-01 | 12.57460072503140 |
| 1998-07-01 | 12.63569791297970 |
| 1998-08-01 | 12.65773190495450 |
| 1998-09-01 | 12.59239892712930 |
| 1998-10-01 | 12.59577999175140 |
| 1998-11-01 | 12.67009980516150 |
| 1998-12-01 | 12.68997090959020 |
| 1999-01-01 | 12.68675621279660 |
| 1999-02-01 | 12.73351123032250 |
| 1999-03-01 | 12.78409238949510 |
| 1999-04-01 | 12.79926860608060 |
| 1999-05-01 | 12.80101148090670 |
| 1999-06-01 | 12.85152636254150 |
| 1999-07-01 | 12.92301534054190 |
| 1999-08-01 | 12.83973135035040 |
| 1999-09-01 | 12.90185520880690 |
| 1999-10-01 | 13.01448279221800 |
| 1999-11-01 | 13.07308309049280 |
| 1999-12-01 | 12.89393917477930 |
| 2000-01-01 | 12.98817994279390 |
| 2000-02-01 | 13.25610661542220 |
| 2000-03-01 | 13.16463612029670 |
| 2000-04-01 | 13.20382150023850 |
| 2000-05-01 | 13.21258810835310 |
| 2000-06-01 | 13.42549093709730 |
| 2000-07-01 | 13.20902487072260 |
| 2000-08-01 | 13.33139861416100 |
| 2000-09-01 | 13.40610956772600 |
| 2000-10-01 | 13.42723205008530 |
| 2000-11-01 | 13.47393604479340 |
| 2000-12-01 | 13.39269136594830 |
| 2001-01-01 | 13.78777702143370 |
| 2001-02-01 | 14.08513517180970 |
| 2001-03-01 | 13.95033490836740 |
| 2001-04-01 | 14.01030990664240 |
| 2001-05-01 | 14.11541935345610 |
| 2001-06-01 | 14.30214268477190 |
| 2001-07-01 | 14.32597311535350 |
| 2001-08-01 | 14.32653850342420 |
| 2001-09-01 | 14.30938558143810 |
| 2001-10-01 | 14.42937448668250 |
| 2001-11-01 | 14.46369360522330 |
| 2001-12-01 | 14.58329767873930 |
| 2002-01-01 | 14.68462322207270 |
| 2002-02-01 | 14.71511467256240 |
| 2002-03-01 | 14.84967266389550 |
| 2002-04-01 | 14.81991483024340 |
| 2002-05-01 | 14.80483911742950 |
| 2002-06-01 | 14.88858545414470 |
| 2002-07-01 | 14.92535708420740 |
| 2002-08-01 | 15.12251571076990 |
| 2002-09-01 | 15.20890537877870 |
| 2002-10-01 | 15.12297674500340 |
| 2002-11-01 | 15.25766060411760 |
| 2002-12-01 | 15.28051574125130 |
| 2003-01-01 | 15.38923090921540 |
| 2003-02-01 | 15.43976317509840 |
| 2003-03-01 | 15.36632318363460 |
| 2003-04-01 | 15.61707366773600 |
| 2003-05-01 | 15.88743485510990 |
| 2003-06-01 | 15.78090982953900 |
| 2003-07-01 | 15.94251738161270 |
| 2003-08-01 | 16.01688166378740 |
| 2003-09-01 | 16.10168683596730 |
| 2003-10-01 | 16.21521338814250 |
| 2003-11-01 | 16.25102730610760 |
| 2003-12-01 | 16.28150761306740 |
| 2004-01-01 | 16.09751046172090 |
| 2004-02-01 | 16.25017710097680 |
| 2004-03-01 | 16.38286761535540 |
| 2004-04-01 | 16.40682901108090 |
| 2004-05-01 | 16.56401776201380 |
| 2004-06-01 | 16.68376058075200 |
| 2004-07-01 | 16.75629212276230 |
| 2004-08-01 | 16.71503508668670 |
| 2004-09-01 | 16.69057347958070 |
| 2004-10-01 | 16.80331119060940 |
| 2004-11-01 | 16.94823718783430 |
| 2004-12-01 | 16.99310693910610 |
| 2005-01-01 | 17.02244179227730 |
| 2005-02-01 | 17.04250300814680 |
| 2005-03-01 | 17.00169629282710 |
| 2005-04-01 | 17.38741468643260 |
| 2005-05-01 | 17.33942261906550 |
| 2005-06-01 | 17.28924362932240 |
| 2005-07-01 | 17.37520431808130 |
| 2005-08-01 | 17.41685710681950 |
| 2005-09-01 | 17.56477014594150 |
| 2005-10-01 | 17.98448926271020 |
| 2005-11-01 | 17.75080093058160 |
| 2005-12-01 | 17.91364749226400 |
| 2006-01-01 | 17.95459540548200 |
| 2006-02-01 | 18.02317051302430 |
| 2006-03-01 | 18.01059193507630 |
| 2006-04-01 | 18.16876306743070 |
| 2006-05-01 | 18.01127118680860 |
| 2006-06-01 | 18.21150454284290 |
| 2006-07-01 | 18.10018159723220 |
| 2006-08-01 | 18.12585358627320 |
| 2006-09-01 | 18.01873605337810 |
| 2006-10-01 | 17.97017152704620 |
| 2006-11-01 | 17.96174371094990 |
| 2006-12-01 | 18.04114722353310 |
| 2007-01-01 | 18.29438129708490 |
| 2007-02-01 | 18.29963887915920 |
| 2007-03-01 | 18.41738749279150 |
| 2007-04-01 | 18.35246542868090 |
| 2007-05-01 | 18.49947961988790 |
| 2007-06-01 | 18.54657724489930 |
| 2007-07-01 | 18.62200319280970 |
| 2007-08-01 | 18.83718957330900 |
| 2007-09-01 | 18.85091914945230 |
| 2007-10-01 | 19.04134848724720 |
| 2007-11-01 | 19.25524366173560 |
| 2007-12-01 | 19.25443252202410 |
| 2008-01-01 | 19.22551101324610 |
| 2008-02-01 | 19.39125767957960 |
| 2008-03-01 | 19.31264434158430 |
| 2008-04-01 | 19.43597415115910 |
| 2008-05-01 | 19.49412939847180 |
| 2008-06-01 | 19.51187033639500 |
| 2008-07-01 | 19.44852786678020 |
| 2008-08-01 | 19.44119743644540 |
| 2008-09-01 | 19.57609537567400 |
| 2008-10-01 | 19.51308331459630 |
| 2008-11-01 | 19.45383202669350 |
| 2008-12-01 | 19.45595879466030 |
| 2009-01-01 | 19.44254550733560 |
| 2009-02-01 | 19.49324489781420 |
| 2009-03-01 | 20.00892738504460 |
| 2009-04-01 | 20.43057213359010 |
| 2009-05-01 | 20.50929689904640 |
| 2009-06-01 | 20.28374082428420 |
| 2009-07-01 | 20.68669766047150 |
| 2009-08-01 | 20.44893251761580 |
| 2009-09-01 | 20.89519809905610 |
| 2009-10-01 | 20.97497865707350 |
| 2009-11-01 | 21.03282512460530 |
| 2009-12-01 | 21.02570509203260 |
| 2010-01-01 | 21.05260345107170 |
| 2010-02-01 | 21.20030402292620 |
| 2010-03-01 | 21.20421906842190 |
| 2010-04-01 | 21.33639035887480 |
| 2010-05-01 | 21.43793341555150 |
| 2010-06-01 | 21.16281480967760 |
| 2010-07-01 | 21.50772870679480 |
| 2010-08-01 | 21.45157333276880 |
| 2010-09-01 | 21.62289939761970 |
| 2010-10-01 | 21.76191061447190 |
| 2010-11-01 | 21.81919430023000 |
| 2010-12-01 | 21.88898797329830 |
| 2011-01-01 | 21.94499561493270 |
| 2011-02-01 | 21.79253012402330 |
| 2011-03-01 | 22.00580922373250 |
| 2011-04-01 | 22.15242526430830 |
| 2011-05-01 | 22.07553368079290 |
| 2011-06-01 | 22.23138840819180 |
| 2011-07-01 | 22.43265643601660 |
| 2011-08-01 | 22.65451224556400 |
| 2011-09-01 | 22.66802935007430 |
| 2011-10-01 | 22.75782385886080 |
| 2011-11-01 | 22.71187205627540 |
| 2011-12-01 | 22.84721378605480 |
| 2012-01-01 | 23.11677561736530 |
| 2012-02-01 | 22.98092241659830 |
| 2012-03-01 | 23.10718908518350 |
| 2012-04-01 | 22.96900337758600 |
| 2012-05-01 | 22.80653932643610 |
| 2012-06-01 | 22.99317452193920 |
| 2012-07-01 | 22.93691935624060 |
| 2012-08-01 | 23.24515487045110 |
| 2012-09-01 | 23.33851955198700 |
| 2012-10-01 | 23.37314131262480 |
| 2012-11-01 | 23.50323082987820 |
| 2012-12-01 | 23.62298460466090 |
| 2013-01-01 | 23.38052430609980 |
| 2013-02-01 | 23.65314026174600 |
| 2013-03-01 | 23.50642917651320 |
| 2013-04-01 | 23.58132544379420 |
| 2013-05-01 | 23.62837792726320 |
| 2013-06-01 | 23.74355467243550 |
| 2013-07-01 | 23.75833452778610 |
| 2013-08-01 | 23.63238256907070 |
| 2013-09-01 | 23.72738849042490 |
| 2013-10-01 | 23.49810385685210 |
| 2013-11-01 | 23.60655228957050 |
| 2013-12-01 | 23.52222195146470 |
| 2014-01-01 | 23.54970398888850 |
| 2014-02-01 | 23.72060630594930 |
| 2014-03-01 | 23.80548474734180 |
| 2014-04-01 | 23.77809056864260 |
| 2014-05-01 | 24.04874190224960 |
| 2014-06-01 | 24.07715070365020 |
| 2014-07-01 | 24.15968117847200 |
| 2014-08-01 | 24.22580249084750 |
| 2014-09-01 | 24.22946163205790 |
| 2014-10-01 | 24.60807438840260 |
| 2014-11-01 | 24.50283481215800 |
| 2014-12-01 | 24.72969445235050 |
| 2015-01-01 | 24.82814298822890 |
| 2015-02-01 | 24.77729464058280 |
| 2015-03-01 | 24.88615772542040 |
| 2015-04-01 | 25.15860135819500 |
| 2015-05-01 | 25.36963544918210 |
| 2015-06-01 | 25.31378372427300 |
| 2015-07-01 | 25.60176368594830 |
| 2015-08-01 | 25.52677940785670 |
| 2015-09-01 | 25.84255694201340 |
| 2015-10-01 | 25.89446584602340 |
| 2015-11-01 | 26.09744627125780 |
| 2015-12-01 | 26.14057790035070 |
| 2016-01-01 | 26.30052422045080 |
| 2016-02-01 | 26.33874059916670 |
| 2016-03-01 | 26.46520616207250 |
| 2016-04-01 | 26.62446825717050 |
| 2016-05-01 | 26.40661591495250 |
| 2016-06-01 | 26.54499701109770 |
| 2016-07-01 | 26.62871292830540 |
| 2016-08-01 | 27.02472554978520 |
| 2016-09-01 | 27.06997982593960 |
| 2016-10-01 | 27.06910031790700 |
| 2016-11-01 | 27.29252028322130 |
| 2016-12-01 | 27.36221304465150 |
| 2017-01-01 | 27.47241620319700 |
| 2017-02-01 | 27.60499608600160 |
| 2017-03-01 | 27.63764449086440 |
| 2017-04-01 | 27.70751355007420 |
| 2017-05-01 | 27.75531438119510 |
| 2017-06-01 | 27.86675091688980 |
| 2017-07-01 | 27.97591051507480 |
| 2017-08-01 | 28.10456484283520 |
| 2017-09-01 | 28.10002985950120 |
| 2017-10-01 | 28.23214691992510 |
| 2017-11-01 | 28.17543315968130 |
| 2017-12-01 | 28.37742348214640 |
| 2018-01-01 | 28.46371575536080 |
| 2018-02-01 | 28.68203559702760 |
| 2018-03-01 | 28.82079471445820 |
| 2018-04-01 | 28.90972351178410 |
| 2018-05-01 | 28.90055961246200 |
| 2018-06-01 | 28.96886411263390 |
| 2018-07-01 | 28.78879623261970 |
| 2018-08-01 | 28.78833645552220 |
| 2018-09-01 | 28.82891462562830 |
| 2018-10-01 | 28.88895926502130 |
| 2018-11-01 | 28.85206693510660 |
| 2018-12-01 | 28.89496465761060 |
| 2019-01-01 | 29.07818603277240 |
| 2019-02-01 | 29.18218625369870 |
| 2019-03-01 | 29.20862364015260 |
| 2019-04-01 | 29.33546818279200 |
| 2019-05-01 | 29.32145210046680 |
| 2019-06-01 | 29.24424894383280 |
| 2019-07-01 | 29.59845950459220 |
| 2019-08-01 | 29.68083461248460 |
| 2019-09-01 | 29.64744723269960 |
| 2019-10-01 | 29.73390800711170 |
| 2019-11-01 | 29.93091242880070 |
| 2019-12-01 | 30.00721828767910 |
| 2020-01-01 | 30.29312085445750 |
| 2020-02-01 | 30.49681730972910 |
| 2020-03-01 | 30.19659044199920 |
| 2020-04-01 | 26.87716289461440 |
| 2020-05-01 | 28.21506644347680 |
| 2020-06-01 | 28.81102655509350 |
| 2020-07-01 | 29.26036993503220 |
| 2020-08-01 | 29.88517884401650 |
| 2020-09-01 | 30.05296423598200 |
| 2020-10-01 | 30.39752517873230 |
| 2020-11-01 | 30.81913850265640 |
| 2020-12-01 | 31.01243307738760 |
| 2021-01-01 | 31.10741287539390 |
| 2021-02-01 | 31.31309125303650 |
| 2021-03-01 | 31.78789759101520 |
| 2021-04-01 | 31.57686288443930 |
| 2021-05-01 | 31.61622553360190 |
| 2021-06-01 | 31.65284633971450 |
| 2021-07-01 | 31.48823646126250 |
| 2021-08-01 | 31.29802191915690 |
| 2021-09-01 | 31.13820536525100 |
| 2021-10-01 | 31.29148067541610 |
| 2021-11-01 | 31.41655121136080 |
| 2021-12-01 | 31.01464617411080 |
| 2022-01-01 | 30.91942937626710 |
| 2022-02-01 | 31.02342631759000 |
| 2022-03-01 | 31.29261041721850 |
| 2022-04-01 | 31.48382350001810 |
| 2022-05-01 | 31.90165648018730 |
| 2022-06-01 | 31.85712958992630 |
| 2022-07-01 | 31.96706796107890 |
| 2022-08-01 | 32.31061323387010 |
| 2022-09-01 | 32.52440310907360 |
| 2022-10-01 | 32.70180705108360 |
| 2022-11-01 | 32.71910705353950 |
| 2022-12-01 | 32.88800160719560 |
| 2023-01-01 | 33.32793902657030 |
| 2023-02-01 | 33.40503745480350 |
| 2023-03-01 | 33.78786635105510 |
| 2023-04-01 | 33.65714676637980 |
| 2023-05-01 | 33.88976240288170 |
| 2023-06-01 | 34.11529607619160 |
| 2023-07-01 | 34.19653240503830 |
| 2023-08-01 | 34.22556872662740 |
| 2023-09-01 | 34.60480209781940 |
| 2023-10-01 | 34.72467523889300 |
| 2023-11-01 | 34.91525370578290 |
| 2023-12-01 | 35.15795537408080 |
| 2024-01-01 | 35.21830913065370 |
| 2024-02-01 | 35.47920492993890 |
| 2024-03-01 | 35.38781954315440 |
| 2024-04-01 | 35.62556298808560 |
| 2024-05-01 | 35.68108060687830 |
| 2024-06-01 | 35.76783683004500 |
| 2024-07-01 | 36.12013418225760 |
| 2024-08-01 | 36.24476548171750 |
| 2024-09-01 | 36.29336741092470 |
| 2024-10-01 | 36.36280458990420 |
| 2024-11-01 | 36.60878810111640 |
| 2024-12-01 | 36.72079605398050 |
| 2025-01-01 | 36.80296841649440 |
| 2025-02-01 | 36.95072906116950 |
| 2025-03-01 | 37.00214849100250 |
| 2025-04-01 | 37.09261061353030 |
| 2025-05-01 | 37.47643513415330 |
| 2025-06-01 | 36.92266116723240 |
| 2025-07-01 | 37.22897660106760 |
| 2025-08-01 | 37.24497381403390 |
| 2025-09-01 | 37.19042354203600 |
| 2025-10-01 | 37.10235331303240 |
| 2025-11-01 | 37.19938550910250 |
| 2025-12-01 | 37.29549057598050 |
| 2026-01-01 | 37.29432762028830 |
| 2026-02-01 | 37.23790757730430 |
| 2026-03-01 | 37.31317383442340 |
| 2026-04-01 | 37.47816248213060 |
| 2026-05-01 | 37.47231328943010 |