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 2026-06-01 |
| Last Updated | 2026-07-22 9:49 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 | 7.00532070510844 |
| 1990-02-01 | 7.18207203548345 |
| 1990-03-01 | 7.20920758698580 |
| 1990-04-01 | 7.19730415260784 |
| 1990-05-01 | 7.28175738864040 |
| 1990-06-01 | 7.32542896811050 |
| 1990-07-01 | 7.42299248310646 |
| 1990-08-01 | 7.48306217978415 |
| 1990-09-01 | 7.51936460911587 |
| 1990-10-01 | 7.69239938927407 |
| 1990-11-01 | 7.70968521711989 |
| 1990-12-01 | 7.75872742779717 |
| 1991-01-01 | 7.80476971011083 |
| 1991-02-01 | 7.98076799043448 |
| 1991-03-01 | 8.20752831045609 |
| 1991-04-01 | 8.18780284502026 |
| 1991-05-01 | 8.27716155959380 |
| 1991-06-01 | 8.52570887363279 |
| 1991-07-01 | 8.77080558103641 |
| 1991-08-01 | 8.92542446255116 |
| 1991-09-01 | 9.14605707163655 |
| 1991-10-01 | 9.25843065809239 |
| 1991-11-01 | 9.27928998482726 |
| 1991-12-01 | 9.23071184798166 |
| 1992-01-01 | 9.49958236242037 |
| 1992-02-01 | 9.57473478422712 |
| 1992-03-01 | 9.59845951523309 |
| 1992-04-01 | 9.66660652535053 |
| 1992-05-01 | 9.67097390817818 |
| 1992-06-01 | 9.72468330646567 |
| 1992-07-01 | 9.71667640953035 |
| 1992-08-01 | 9.76227356460221 |
| 1992-09-01 | 9.75259604884518 |
| 1992-10-01 | 9.76052060760737 |
| 1992-11-01 | 9.87983475594972 |
| 1992-12-01 | 9.81562352744628 |
| 1993-01-01 | 9.78927184880013 |
| 1993-02-01 | 9.76535551243338 |
| 1993-03-01 | 9.78428253225456 |
| 1993-04-01 | 9.94528106591728 |
| 1993-05-01 | 9.96437516730761 |
| 1993-06-01 | 10.02399607590680 |
| 1993-07-01 | 10.05152185293600 |
| 1993-08-01 | 10.08646463727910 |
| 1993-09-01 | 10.15511760684640 |
| 1993-10-01 | 10.26719800407650 |
| 1993-11-01 | 10.38272416227560 |
| 1993-12-01 | 10.50014193213690 |
| 1994-01-01 | 10.57608068464100 |
| 1994-02-01 | 10.64892894825030 |
| 1994-03-01 | 10.76548411332220 |
| 1994-04-01 | 10.82287685886580 |
| 1994-05-01 | 10.84795903855540 |
| 1994-06-01 | 10.93561877194330 |
| 1994-07-01 | 10.90451447116180 |
| 1994-08-01 | 10.92637866208370 |
| 1994-09-01 | 10.95959684503050 |
| 1994-10-01 | 10.96807508353630 |
| 1994-11-01 | 10.98406266883680 |
| 1994-12-01 | 11.08854529321790 |
| 1995-01-01 | 11.26606594414710 |
| 1995-02-01 | 11.23044022698700 |
| 1995-03-01 | 11.34760727920120 |
| 1995-04-01 | 11.31061902855980 |
| 1995-05-01 | 11.32857904897030 |
| 1995-06-01 | 11.45400514253500 |
| 1995-07-01 | 11.54139954062750 |
| 1995-08-01 | 11.65193328126700 |
| 1995-09-01 | 11.86887776794480 |
| 1995-10-01 | 11.37484245382830 |
| 1995-11-01 | 11.48173214283150 |
| 1995-12-01 | 11.68196555228470 |
| 1996-01-01 | 11.66389511967130 |
| 1996-02-01 | 11.71677584732660 |
| 1996-03-01 | 11.72841596307570 |
| 1996-04-01 | 11.80610832845220 |
| 1996-05-01 | 11.91081572186760 |
| 1996-06-01 | 11.67335971014130 |
| 1996-07-01 | 11.95123490891680 |
| 1996-08-01 | 12.06465378774030 |
| 1996-09-01 | 12.06960926472760 |
| 1996-10-01 | 12.17019297834640 |
| 1996-11-01 | 12.17177411807580 |
| 1996-12-01 | 12.18096726067190 |
| 1997-01-01 | 12.26983629707530 |
| 1997-02-01 | 12.30972683500110 |
| 1997-03-01 | 12.31348149084440 |
| 1997-04-01 | 12.30139714794900 |
| 1997-05-01 | 12.39752294460810 |
| 1997-06-01 | 12.28338929298350 |
| 1997-07-01 | 12.35089916439820 |
| 1997-08-01 | 12.25852082878650 |
| 1997-09-01 | 12.48154168722110 |
| 1997-10-01 | 12.48006997433990 |
| 1997-11-01 | 12.46818974781490 |
| 1997-12-01 | 12.48545087459770 |
| 1998-01-01 | 12.47900848004300 |
| 1998-02-01 | 12.51642897943710 |
| 1998-03-01 | 12.50037483254820 |
| 1998-04-01 | 12.59986414484480 |
| 1998-05-01 | 12.59425615889620 |
| 1998-06-01 | 12.57459863205230 |
| 1998-07-01 | 12.63569324609700 |
| 1998-08-01 | 12.65772427149500 |
| 1998-09-01 | 12.59239316033930 |
| 1998-10-01 | 12.59578624225990 |
| 1998-11-01 | 12.67010508113300 |
| 1998-12-01 | 12.68997461962160 |
| 1999-01-01 | 12.68676011818080 |
| 1999-02-01 | 12.73351269424340 |
| 1999-03-01 | 12.78409167375600 |
| 1999-04-01 | 12.79926716581280 |
| 1999-05-01 | 12.80101001803690 |
| 1999-06-01 | 12.85152503282260 |
| 1999-07-01 | 12.92301246585290 |
| 1999-08-01 | 12.83972791504170 |
| 1999-09-01 | 12.90185464871730 |
| 1999-10-01 | 13.01448356291170 |
| 1999-11-01 | 13.07308476393120 |
| 1999-12-01 | 12.89394186023000 |
| 2000-01-01 | 12.98818240531640 |
| 2000-02-01 | 13.25610745644150 |
| 2000-03-01 | 13.16463569094550 |
| 2000-04-01 | 13.20382085025280 |
| 2000-05-01 | 13.21258743967630 |
| 2000-06-01 | 13.42549007004090 |
| 2000-07-01 | 13.20902340378690 |
| 2000-08-01 | 13.33139721309030 |
| 2000-09-01 | 13.40610937877330 |
| 2000-10-01 | 13.42723220431490 |
| 2000-11-01 | 13.47393641327240 |
| 2000-12-01 | 13.39269271933240 |
| 2001-01-01 | 13.78777866911870 |
| 2001-02-01 | 14.08513577093090 |
| 2001-03-01 | 13.95033454926830 |
| 2001-04-01 | 14.01030955896230 |
| 2001-05-01 | 14.11541903789570 |
| 2001-06-01 | 14.30214218253200 |
| 2001-07-01 | 14.32597197153500 |
| 2001-08-01 | 14.32653836459810 |
| 2001-09-01 | 14.30938546952620 |
| 2001-10-01 | 14.42937441461220 |
| 2001-11-01 | 14.46369356532300 |
| 2001-12-01 | 14.58329846908970 |
| 2002-01-01 | 14.68462420753320 |
| 2002-02-01 | 14.71511512416950 |
| 2002-03-01 | 14.84967246114100 |
| 2002-04-01 | 14.81991464124720 |
| 2002-05-01 | 14.80483890842970 |
| 2002-06-01 | 14.88858511614130 |
| 2002-07-01 | 14.92535631510430 |
| 2002-08-01 | 15.12251566352360 |
| 2002-09-01 | 15.20890535879360 |
| 2002-10-01 | 15.12297674336990 |
| 2002-11-01 | 15.25766061713040 |
| 2002-12-01 | 15.28051624675560 |
| 2003-01-01 | 15.38923146804410 |
| 2003-02-01 | 15.43976345118140 |
| 2003-03-01 | 15.36632305106110 |
| 2003-04-01 | 15.61707351888880 |
| 2003-05-01 | 15.88743466425010 |
| 2003-06-01 | 15.78090960536670 |
| 2003-07-01 | 15.94251696342530 |
| 2003-08-01 | 16.01688166120300 |
| 2003-09-01 | 16.10168685821770 |
| 2003-10-01 | 16.21521343792310 |
| 2003-11-01 | 16.25102740303440 |
| 2003-12-01 | 16.28150786215380 |
| 2004-01-01 | 16.09751060012280 |
| 2004-02-01 | 16.25017723576830 |
| 2004-03-01 | 16.38286759470670 |
| 2004-04-01 | 16.40682893278160 |
| 2004-05-01 | 16.56401761018670 |
| 2004-06-01 | 16.68376047109720 |
| 2004-07-01 | 16.75629204200610 |
| 2004-08-01 | 16.71503504830570 |
| 2004-09-01 | 16.69057348900540 |
| 2004-10-01 | 16.80331123703210 |
| 2004-11-01 | 16.94823724841370 |
| 2004-12-01 | 16.99310700069370 |
| 2005-01-01 | 17.02244185984220 |
| 2005-02-01 | 17.04250303550810 |
| 2005-03-01 | 17.00169627849040 |
| 2005-04-01 | 17.38741465675510 |
| 2005-05-01 | 17.33942255339020 |
| 2005-06-01 | 17.28924359920990 |
| 2005-07-01 | 17.37520430057110 |
| 2005-08-01 | 17.41685710428980 |
| 2005-09-01 | 17.56477015793200 |
| 2005-10-01 | 17.98448928550220 |
| 2005-11-01 | 17.75080094805510 |
| 2005-12-01 | 17.91364750259870 |
| 2006-01-01 | 17.95459541952470 |
| 2006-02-01 | 18.02317051111530 |
| 2006-03-01 | 18.01059192321610 |
| 2006-04-01 | 18.16876305848040 |
| 2006-05-01 | 18.01127117406560 |
| 2006-06-01 | 18.21150454114680 |
| 2006-07-01 | 18.10018159874350 |
| 2006-08-01 | 18.12585359024010 |
| 2006-09-01 | 18.01873605806560 |
| 2006-10-01 | 17.97017153391490 |
| 2006-11-01 | 17.96174371239690 |
| 2006-12-01 | 18.04114722171120 |
| 2007-01-01 | 18.29438129728580 |
| 2007-02-01 | 18.29963887216310 |
| 2007-03-01 | 18.41738748601420 |
| 2007-04-01 | 18.35246542151470 |
| 2007-05-01 | 18.49947963204850 |
| 2007-06-01 | 18.54657724251090 |
| 2007-07-01 | 18.62200319548240 |
| 2007-08-01 | 18.83718957978450 |
| 2007-09-01 | 18.85091915878400 |
| 2007-10-01 | 19.04134849649240 |
| 2007-11-01 | 19.25524366166990 |
| 2007-12-01 | 19.25443251369540 |
| 2008-01-01 | 19.22551099838010 |
| 2008-02-01 | 19.39125765281840 |
| 2008-03-01 | 19.31264433276080 |
| 2008-04-01 | 19.43597414641460 |
| 2008-05-01 | 19.49412943090770 |
| 2008-06-01 | 19.51187033674670 |
| 2008-07-01 | 19.44852787707710 |
| 2008-08-01 | 19.44119745278270 |
| 2008-09-01 | 19.57609539784040 |
| 2008-10-01 | 19.51308333323370 |
| 2008-11-01 | 19.45383202696170 |
| 2008-12-01 | 19.45595877662400 |
| 2009-01-01 | 19.44254544574550 |
| 2009-02-01 | 19.49324484828700 |
| 2009-03-01 | 20.00892737143650 |
| 2009-04-01 | 20.43057212782750 |
| 2009-05-01 | 20.50929697147470 |
| 2009-06-01 | 20.28374081080610 |
| 2009-07-01 | 20.68669769764120 |
| 2009-08-01 | 20.44893254823270 |
| 2009-09-01 | 20.89519814090100 |
| 2009-10-01 | 20.97497870317720 |
| 2009-11-01 | 21.03282516595410 |
| 2009-12-01 | 21.02570512267150 |
| 2010-01-01 | 21.05260316029840 |
| 2010-02-01 | 21.20030398398880 |
| 2010-03-01 | 21.20421905089000 |
| 2010-04-01 | 21.33639031264100 |
| 2010-05-01 | 21.43793348926940 |
| 2010-06-01 | 21.16281477157890 |
| 2010-07-01 | 21.50772879110630 |
| 2010-08-01 | 21.45157342452570 |
| 2010-09-01 | 21.62289953265460 |
| 2010-10-01 | 21.76191078018870 |
| 2010-11-01 | 21.81919447948900 |
| 2010-12-01 | 21.88898812774080 |
| 2011-01-01 | 21.94499506673000 |
| 2011-02-01 | 21.79252997202590 |
| 2011-03-01 | 22.00580893491130 |
| 2011-04-01 | 22.15242481335450 |
| 2011-05-01 | 22.07553350828890 |
| 2011-06-01 | 22.23138844792280 |
| 2011-07-01 | 22.43265696859630 |
| 2011-08-01 | 22.65451286241530 |
| 2011-09-01 | 22.66802985787410 |
| 2011-10-01 | 22.75782446636640 |
| 2011-11-01 | 22.71187223091260 |
| 2011-12-01 | 22.84721393599040 |
| 2012-01-01 | 23.11677470639510 |
| 2012-02-01 | 22.98092183776190 |
| 2012-03-01 | 23.10718796422340 |
| 2012-04-01 | 22.96900195344450 |
| 2012-05-01 | 22.80653854150880 |
| 2012-06-01 | 22.99317468404060 |
| 2012-07-01 | 22.93692059522130 |
| 2012-08-01 | 23.24515838268640 |
| 2012-09-01 | 23.33852047724160 |
| 2012-10-01 | 23.37314219436380 |
| 2012-11-01 | 23.50323070262430 |
| 2012-12-01 | 23.62298447318400 |
| 2013-01-01 | 23.38052306994410 |
| 2013-02-01 | 23.65313885330980 |
| 2013-03-01 | 23.50642699723690 |
| 2013-04-01 | 23.58132154036150 |
| 2013-05-01 | 23.62837629791530 |
| 2013-06-01 | 23.74355294560900 |
| 2013-07-01 | 23.75833846477070 |
| 2013-08-01 | 23.63239556465460 |
| 2013-09-01 | 23.72738738025650 |
| 2013-10-01 | 23.49810385290840 |
| 2013-11-01 | 23.60655152139370 |
| 2013-12-01 | 23.52222118182120 |
| 2014-01-01 | 23.54970185851150 |
| 2014-02-01 | 23.72060373546990 |
| 2014-03-01 | 23.80548110516790 |
| 2014-04-01 | 23.77808341557910 |
| 2014-05-01 | 24.04873866690440 |
| 2014-06-01 | 24.07714686889240 |
| 2014-07-01 | 24.15968866912620 |
| 2014-08-01 | 24.22582752528710 |
| 2014-09-01 | 24.22946189877860 |
| 2014-10-01 | 24.60807679086730 |
| 2014-11-01 | 24.50283508133510 |
| 2014-12-01 | 24.72969179330190 |
| 2015-01-01 | 24.82813543727620 |
| 2015-02-01 | 24.77728374134520 |
| 2015-03-01 | 24.88614587988340 |
| 2015-04-01 | 25.15858694832610 |
| 2015-05-01 | 25.36963121468570 |
| 2015-06-01 | 25.31378207657230 |
| 2015-07-01 | 25.60178243256290 |
| 2015-08-01 | 25.52682347042190 |
| 2015-09-01 | 25.84256674959140 |
| 2015-10-01 | 25.89447780627630 |
| 2015-11-01 | 26.09745040281120 |
| 2015-12-01 | 26.14056963153430 |
| 2016-01-01 | 26.30049968878090 |
| 2016-02-01 | 26.33870478347890 |
| 2016-03-01 | 26.46517039193290 |
| 2016-04-01 | 26.62443952260540 |
| 2016-05-01 | 26.40661178602070 |
| 2016-06-01 | 26.54501342443670 |
| 2016-07-01 | 26.62875537811690 |
| 2016-08-01 | 27.02479934551370 |
| 2016-09-01 | 27.07001178607240 |
| 2016-10-01 | 27.06913358122230 |
| 2016-11-01 | 27.29254434689060 |
| 2016-12-01 | 27.36221473032960 |
| 2017-01-01 | 27.47229065658250 |
| 2017-02-01 | 27.60493906099490 |
| 2017-03-01 | 27.63757973210230 |
| 2017-04-01 | 27.70739369702200 |
| 2017-05-01 | 27.75536017091100 |
| 2017-06-01 | 27.86683623396390 |
| 2017-07-01 | 27.97599590244100 |
| 2017-08-01 | 28.10466921868050 |
| 2017-09-01 | 28.10009265390150 |
| 2017-10-01 | 28.23220817591670 |
| 2017-11-01 | 28.17547852940010 |
| 2017-12-01 | 28.37743265265890 |
| 2018-01-01 | 28.46346810577370 |
| 2018-02-01 | 28.68193762109480 |
| 2018-03-01 | 28.82064662507950 |
| 2018-04-01 | 28.90951369602330 |
| 2018-05-01 | 28.90068251140960 |
| 2018-06-01 | 28.96905077064100 |
| 2018-07-01 | 28.78893785618460 |
| 2018-08-01 | 28.78846627164890 |
| 2018-09-01 | 28.82901375986560 |
| 2018-10-01 | 28.88905528285790 |
| 2018-11-01 | 28.85213640620730 |
| 2018-12-01 | 28.89498759963720 |
| 2019-01-01 | 29.07781423456040 |
| 2019-02-01 | 29.18202307183090 |
| 2019-03-01 | 29.20833152496510 |
| 2019-04-01 | 29.33508569868140 |
| 2019-05-01 | 29.32188470258900 |
| 2019-06-01 | 29.24447842855760 |
| 2019-07-01 | 29.59863481969380 |
| 2019-08-01 | 29.68097612517020 |
| 2019-09-01 | 29.64759364575710 |
| 2019-10-01 | 29.73404667083640 |
| 2019-11-01 | 29.93098012154540 |
| 2019-12-01 | 30.00723540273590 |
| 2020-01-01 | 30.29273519096280 |
| 2020-02-01 | 30.49667647789030 |
| 2020-03-01 | 30.19564341667030 |
| 2020-04-01 | 26.87688563915340 |
| 2020-05-01 | 28.21585565670160 |
| 2020-06-01 | 28.81131818453790 |
| 2020-07-01 | 29.26060304950020 |
| 2020-08-01 | 29.88532606466510 |
| 2020-09-01 | 30.05318743421360 |
| 2020-10-01 | 30.39771617855590 |
| 2020-11-01 | 30.81919778314220 |
| 2020-12-01 | 31.01239160757090 |
| 2021-01-01 | 31.10687890843760 |
| 2021-02-01 | 31.31280010476970 |
| 2021-03-01 | 31.78617311579000 |
| 2021-04-01 | 31.57668505663260 |
| 2021-05-01 | 31.61771670272250 |
| 2021-06-01 | 31.65343577709170 |
| 2021-07-01 | 31.48866957654510 |
| 2021-08-01 | 31.29817120155940 |
| 2021-09-01 | 31.13846309275180 |
| 2021-10-01 | 31.29174520085810 |
| 2021-11-01 | 31.41661106948220 |
| 2021-12-01 | 31.01444771032860 |
| 2022-01-01 | 30.91863809741450 |
| 2022-02-01 | 31.02268646477530 |
| 2022-03-01 | 31.28987679053580 |
| 2022-04-01 | 31.48360025933700 |
| 2022-05-01 | 31.90456774725520 |
| 2022-06-01 | 31.85862281818560 |
| 2022-07-01 | 31.96756133148110 |
| 2022-08-01 | 32.31062160179140 |
| 2022-09-01 | 32.52458511779130 |
| 2022-10-01 | 32.70220146556260 |
| 2022-11-01 | 32.71924508580700 |
| 2022-12-01 | 32.88759577220690 |
| 2023-01-01 | 33.32671757894300 |
| 2023-02-01 | 33.40328067481450 |
| 2023-03-01 | 33.78344508303250 |
| 2023-04-01 | 33.65497887724720 |
| 2023-05-01 | 33.89790053376070 |
| 2023-06-01 | 34.11743061688520 |
| 2023-07-01 | 34.19700973071160 |
| 2023-08-01 | 34.22522765089050 |
| 2023-09-01 | 34.60463509181450 |
| 2023-10-01 | 34.72499477094880 |
| 2023-11-01 | 34.91562744890670 |
| 2023-12-01 | 35.15750666253450 |
| 2024-01-01 | 35.21648039981800 |
| 2024-02-01 | 35.47592049493020 |
| 2024-03-01 | 35.38099003831090 |
| 2024-04-01 | 35.62006526428750 |
| 2024-05-01 | 35.69488036722550 |
| 2024-06-01 | 35.77500934926390 |
| 2024-07-01 | 36.12017029410240 |
| 2024-08-01 | 36.24366346407090 |
| 2024-09-01 | 36.29245900452730 |
| 2024-10-01 | 36.36264561757890 |
| 2024-11-01 | 36.60911241605000 |
| 2024-12-01 | 36.72011346095900 |
| 2025-01-01 | 36.80018526058390 |
| 2025-02-01 | 36.94547158988790 |
| 2025-03-01 | 36.99293735703570 |
| 2025-04-01 | 37.08261007713660 |
| 2025-05-01 | 37.49634618389930 |
| 2025-06-01 | 36.93807720310010 |
| 2025-07-01 | 37.22835851645560 |
| 2025-08-01 | 37.24285404686980 |
| 2025-09-01 | 37.18841567039560 |
| 2025-10-01 | 37.10126293871740 |
| 2025-11-01 | 37.19932514526470 |
| 2025-12-01 | 37.29461984872000 |
| 2026-01-01 | 37.29085351282070 |
| 2026-02-01 | 37.23115631521350 |
| 2026-03-01 | 37.30247910988420 |
| 2026-04-01 | 37.46484384689050 |
| 2026-05-01 | 37.39474893368340 |
| 2026-06-01 | 37.47475714441230 |