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 2025-09-01 |
| Last Updated | 2025-12-12 2:02 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 | 7.02357143452129 |
| 1990-02-01 | 7.16015605558757 |
| 1990-03-01 | 7.18769593938530 |
| 1990-04-01 | 7.17338279194194 |
| 1990-05-01 | 7.27531308008757 |
| 1990-06-01 | 7.31324668553871 |
| 1990-07-01 | 7.45417105913590 |
| 1990-08-01 | 7.50529010378396 |
| 1990-09-01 | 7.52991359209656 |
| 1990-10-01 | 7.70060824253247 |
| 1990-11-01 | 7.71022963653849 |
| 1990-12-01 | 7.75709712475225 |
| 1991-01-01 | 7.82199203585784 |
| 1991-02-01 | 7.95862876000748 |
| 1991-03-01 | 8.18478612517636 |
| 1991-04-01 | 8.16425109987433 |
| 1991-05-01 | 8.27005703906118 |
| 1991-06-01 | 8.51280344769041 |
| 1991-07-01 | 8.80362924959702 |
| 1991-08-01 | 8.94952396849517 |
| 1991-09-01 | 9.15786968646341 |
| 1991-10-01 | 9.26727576374741 |
| 1991-11-01 | 9.27957637717714 |
| 1991-12-01 | 9.22864781169081 |
| 1992-01-01 | 9.51302780625841 |
| 1992-02-01 | 9.55493483362565 |
| 1992-03-01 | 9.57709382264370 |
| 1992-04-01 | 9.64559682626892 |
| 1992-05-01 | 9.66382402281052 |
| 1992-06-01 | 9.71122543101675 |
| 1992-07-01 | 9.74529777616662 |
| 1992-08-01 | 9.78283059717882 |
| 1992-09-01 | 9.76480948469615 |
| 1992-10-01 | 9.76849904397422 |
| 1992-11-01 | 9.87952734998338 |
| 1992-12-01 | 9.81402514843724 |
| 1993-01-01 | 9.79400345965892 |
| 1993-02-01 | 9.75309821071420 |
| 1993-03-01 | 9.76970801484348 |
| 1993-04-01 | 9.93235802785980 |
| 1993-05-01 | 9.95849022446902 |
| 1993-06-01 | 10.01337547156240 |
| 1993-07-01 | 10.06767675321720 |
| 1993-08-01 | 10.10029370218450 |
| 1993-09-01 | 10.16896653264930 |
| 1993-10-01 | 10.27390749652500 |
| 1993-11-01 | 10.38192579956980 |
| 1993-12-01 | 10.49914552917700 |
| 1994-01-01 | 10.57403234850740 |
| 1994-02-01 | 10.64328281066390 |
| 1994-03-01 | 10.75655217342210 |
| 1994-04-01 | 10.81758704241900 |
| 1994-05-01 | 10.84406279389780 |
| 1994-06-01 | 10.92470893012640 |
| 1994-07-01 | 10.90847618130050 |
| 1994-08-01 | 10.93317297316570 |
| 1994-09-01 | 10.97908460054690 |
| 1994-10-01 | 10.97220988359750 |
| 1994-11-01 | 10.98306319238560 |
| 1994-12-01 | 11.08790072519410 |
| 1995-01-01 | 11.26136956292980 |
| 1995-02-01 | 11.22862432694870 |
| 1995-03-01 | 11.34400723174990 |
| 1995-04-01 | 11.31064782021170 |
| 1995-05-01 | 11.32683576185900 |
| 1995-06-01 | 11.44346616490630 |
| 1995-07-01 | 11.53425680244410 |
| 1995-08-01 | 11.65320245138900 |
| 1995-09-01 | 11.89353235026110 |
| 1995-10-01 | 11.37637870544800 |
| 1995-11-01 | 11.48133878913400 |
| 1995-12-01 | 11.68167857482700 |
| 1996-01-01 | 11.66072578004430 |
| 1996-02-01 | 11.71680039147530 |
| 1996-03-01 | 11.72812110638490 |
| 1996-04-01 | 11.80660956494330 |
| 1996-05-01 | 11.91110810544480 |
| 1996-06-01 | 11.66014627139470 |
| 1996-07-01 | 11.94079559661790 |
| 1996-08-01 | 12.06244698229780 |
| 1996-09-01 | 12.09663564359550 |
| 1996-10-01 | 12.16932259429340 |
| 1996-11-01 | 12.17104550389040 |
| 1996-12-01 | 12.18235179232930 |
| 1997-01-01 | 12.26927253627440 |
| 1997-02-01 | 12.31115038519320 |
| 1997-03-01 | 12.31383512906870 |
| 1997-04-01 | 12.30087558307840 |
| 1997-05-01 | 12.39906292611220 |
| 1997-06-01 | 12.26987754998780 |
| 1997-07-01 | 12.33657844036190 |
| 1997-08-01 | 12.25717050799750 |
| 1997-09-01 | 12.50542194217360 |
| 1997-10-01 | 12.47870136850930 |
| 1997-11-01 | 12.46669617760010 |
| 1997-12-01 | 12.49072182378990 |
| 1998-01-01 | 12.48085552197090 |
| 1998-02-01 | 12.51882077243080 |
| 1998-03-01 | 12.49950070421060 |
| 1998-04-01 | 12.59899010749670 |
| 1998-05-01 | 12.59568143671270 |
| 1998-06-01 | 12.56251867755260 |
| 1998-07-01 | 12.61961449609730 |
| 1998-08-01 | 12.65683280069220 |
| 1998-09-01 | 12.61186606398370 |
| 1998-10-01 | 12.59348698433470 |
| 1998-11-01 | 12.66754781849500 |
| 1998-12-01 | 12.69903131946940 |
| 1999-01-01 | 12.69092431588820 |
| 1999-02-01 | 12.73673659161110 |
| 1999-03-01 | 12.78200200650290 |
| 1999-04-01 | 12.79820988942540 |
| 1999-05-01 | 12.80153788651240 |
| 1999-06-01 | 12.84294438700060 |
| 1999-07-01 | 12.90600425949340 |
| 1999-08-01 | 12.84025596281300 |
| 1999-09-01 | 12.91289698401140 |
| 1999-10-01 | 13.01294691624390 |
| 1999-11-01 | 13.07101752671540 |
| 1999-12-01 | 12.90573006787240 |
| 2000-01-01 | 12.99270948002560 |
| 2000-02-01 | 13.25978812426450 |
| 2000-03-01 | 13.16291669861210 |
| 2000-04-01 | 13.20228859150670 |
| 2000-05-01 | 13.21147861419540 |
| 2000-06-01 | 13.42016992739800 |
| 2000-07-01 | 13.19402628908510 |
| 2000-08-01 | 13.33114625530540 |
| 2000-09-01 | 13.41168116724230 |
| 2000-10-01 | 13.42625409923640 |
| 2000-11-01 | 13.47226264057020 |
| 2000-12-01 | 13.40520704711620 |
| 2001-01-01 | 13.79259142623670 |
| 2001-02-01 | 14.08900220540650 |
| 2001-03-01 | 13.94860851046560 |
| 2001-04-01 | 14.00849204353860 |
| 2001-05-01 | 14.11349338992150 |
| 2001-06-01 | 14.29956300128070 |
| 2001-07-01 | 14.31144680653780 |
| 2001-08-01 | 14.32737441260690 |
| 2001-09-01 | 14.31034111319910 |
| 2001-10-01 | 14.42978921105670 |
| 2001-11-01 | 14.46325440071090 |
| 2001-12-01 | 14.59501948969090 |
| 2002-01-01 | 14.68841330652470 |
| 2002-02-01 | 14.71828613330150 |
| 2002-03-01 | 14.84762789032200 |
| 2002-04-01 | 14.81769981933790 |
| 2002-05-01 | 14.80302094444560 |
| 2002-06-01 | 14.88677479126930 |
| 2002-07-01 | 14.91534261142080 |
| 2002-08-01 | 15.12316438526730 |
| 2002-09-01 | 15.20984031573840 |
| 2002-10-01 | 15.12281411115220 |
| 2002-11-01 | 15.25843263550700 |
| 2002-12-01 | 15.28877596925810 |
| 2003-01-01 | 15.39175833434740 |
| 2003-02-01 | 15.44201268187290 |
| 2003-03-01 | 15.36371122484210 |
| 2003-04-01 | 15.61481082204200 |
| 2003-05-01 | 15.88576896969240 |
| 2003-06-01 | 15.77997237058660 |
| 2003-07-01 | 15.93736668639880 |
| 2003-08-01 | 16.01757182810880 |
| 2003-09-01 | 16.10279317703840 |
| 2003-10-01 | 16.21446504674850 |
| 2003-11-01 | 16.25316755821370 |
| 2003-12-01 | 16.28616366548450 |
| 2004-01-01 | 16.09814356670440 |
| 2004-02-01 | 16.25187138274330 |
| 2004-03-01 | 16.37983710933190 |
| 2004-04-01 | 16.40452341300130 |
| 2004-05-01 | 16.56235741191170 |
| 2004-06-01 | 16.68347497926930 |
| 2004-07-01 | 16.75629209202440 |
| 2004-08-01 | 16.71552025416920 |
| 2004-09-01 | 16.69169369826030 |
| 2004-10-01 | 16.80144299488570 |
| 2004-11-01 | 16.95055273114040 |
| 2004-12-01 | 16.99574076085350 |
| 2005-01-01 | 17.02229398472380 |
| 2005-02-01 | 17.04466894407170 |
| 2005-03-01 | 16.99819761639510 |
| 2005-04-01 | 17.38492183204800 |
| 2005-05-01 | 17.33769385468600 |
| 2005-06-01 | 17.28959670394890 |
| 2005-07-01 | 17.37608383290340 |
| 2005-08-01 | 17.41804188586560 |
| 2005-09-01 | 17.56601491791960 |
| 2005-10-01 | 17.98199860017200 |
| 2005-11-01 | 17.75258612558120 |
| 2005-12-01 | 17.91585803979540 |
| 2006-01-01 | 17.95494559904050 |
| 2006-02-01 | 18.02767851746890 |
| 2006-03-01 | 18.00714560880090 |
| 2006-04-01 | 18.16493721563010 |
| 2006-05-01 | 18.00629405781290 |
| 2006-06-01 | 18.21218444912840 |
| 2006-07-01 | 18.10146967129000 |
| 2006-08-01 | 18.12884800939030 |
| 2006-09-01 | 18.01981971547740 |
| 2006-10-01 | 17.96742147300470 |
| 2006-11-01 | 17.96323651570910 |
| 2006-12-01 | 18.04297014896650 |
| 2007-01-01 | 18.29630208775140 |
| 2007-02-01 | 18.30591980681060 |
| 2007-03-01 | 18.41534321750040 |
| 2007-04-01 | 18.34729526692380 |
| 2007-05-01 | 18.49009288028350 |
| 2007-06-01 | 18.54670573713310 |
| 2007-07-01 | 18.62346586736320 |
| 2007-08-01 | 18.84205560471110 |
| 2007-09-01 | 18.85188370965590 |
| 2007-10-01 | 19.03963571129220 |
| 2007-11-01 | 19.25644863410910 |
| 2007-12-01 | 19.25555722570040 |
| 2008-01-01 | 19.22854765257310 |
| 2008-02-01 | 19.39966226938880 |
| 2008-03-01 | 19.31214665587100 |
| 2008-04-01 | 19.42904400712470 |
| 2008-05-01 | 19.48008323071240 |
| 2008-06-01 | 19.51150900966950 |
| 2008-07-01 | 19.45026089100010 |
| 2008-08-01 | 19.44826423549820 |
| 2008-09-01 | 19.57731674330410 |
| 2008-10-01 | 19.51291709517500 |
| 2008-11-01 | 19.45484492689020 |
| 2008-12-01 | 19.45656071654800 |
| 2009-01-01 | 19.44410891736120 |
| 2009-02-01 | 19.50148759435900 |
| 2009-03-01 | 20.00957601059930 |
| 2009-04-01 | 20.42304192443210 |
| 2009-05-01 | 20.49462853142860 |
| 2009-06-01 | 20.28220643753270 |
| 2009-07-01 | 20.68907038388370 |
| 2009-08-01 | 20.45683156475090 |
| 2009-09-01 | 20.89702099878890 |
| 2009-10-01 | 20.97674045218460 |
| 2009-11-01 | 21.03415505797100 |
| 2009-12-01 | 21.02640152478020 |
| 2010-01-01 | 21.04815055354900 |
| 2010-02-01 | 21.21006816461220 |
| 2010-03-01 | 21.20520856635240 |
| 2010-04-01 | 21.32900334953570 |
| 2010-05-01 | 21.42457368938880 |
| 2010-06-01 | 21.16134207683110 |
| 2010-07-01 | 21.51080505194420 |
| 2010-08-01 | 21.46013240742930 |
| 2010-09-01 | 21.62541031876480 |
| 2010-10-01 | 21.76450276864760 |
| 2010-11-01 | 21.82125244990700 |
| 2010-12-01 | 21.89039279006480 |
| 2011-01-01 | 21.93248015180000 |
| 2011-02-01 | 21.80069107546440 |
| 2011-03-01 | 22.00697907445870 |
| 2011-04-01 | 22.14664086042780 |
| 2011-05-01 | 22.06774000372900 |
| 2011-06-01 | 22.23002864521340 |
| 2011-07-01 | 22.43639353241950 |
| 2011-08-01 | 22.66141013807460 |
| 2011-09-01 | 22.67063736041640 |
| 2011-10-01 | 22.76248013662600 |
| 2011-11-01 | 22.71404795905640 |
| 2011-12-01 | 22.84914576593660 |
| 2012-01-01 | 23.09625435233610 |
| 2012-02-01 | 22.98741749587870 |
| 2012-03-01 | 23.10839315084200 |
| 2012-04-01 | 22.96516808466160 |
| 2012-05-01 | 22.80464076613290 |
| 2012-06-01 | 22.99279016240870 |
| 2012-07-01 | 22.94067477294190 |
| 2012-08-01 | 23.24972595546900 |
| 2012-09-01 | 23.34071853229400 |
| 2012-10-01 | 23.37941738916090 |
| 2012-11-01 | 23.50485762303260 |
| 2012-12-01 | 23.62475005235300 |
| 2013-01-01 | 23.35763135053890 |
| 2013-02-01 | 23.65644150643330 |
| 2013-03-01 | 23.50718800366040 |
| 2013-04-01 | 23.57847881944730 |
| 2013-05-01 | 23.63333610152750 |
| 2013-06-01 | 23.74302929054920 |
| 2013-07-01 | 23.76231603212420 |
| 2013-08-01 | 23.63487386668910 |
| 2013-09-01 | 23.72826010124550 |
| 2013-10-01 | 23.50519597877410 |
| 2013-11-01 | 23.60713682461070 |
| 2013-12-01 | 23.52321750888820 |
| 2014-01-01 | 23.52850923158090 |
| 2014-02-01 | 23.72261322643770 |
| 2014-03-01 | 23.80610615154220 |
| 2014-04-01 | 23.77520861988260 |
| 2014-05-01 | 24.05550280111230 |
| 2014-06-01 | 24.07726279135490 |
| 2014-07-01 | 24.16349502090980 |
| 2014-08-01 | 24.22840683996870 |
| 2014-09-01 | 24.22933167014220 |
| 2014-10-01 | 24.61486155676000 |
| 2014-11-01 | 24.50147074457010 |
| 2014-12-01 | 24.72963543774040 |
| 2015-01-01 | 24.81314552815810 |
| 2015-02-01 | 24.77726769260470 |
| 2015-03-01 | 24.88605983204390 |
| 2015-04-01 | 25.15482880138830 |
| 2015-05-01 | 25.37709709618610 |
| 2015-06-01 | 25.31350096120850 |
| 2015-07-01 | 25.60553381126490 |
| 2015-08-01 | 25.53001411734360 |
| 2015-09-01 | 25.84186350736060 |
| 2015-10-01 | 25.90127844707140 |
| 2015-11-01 | 26.09408487449720 |
| 2015-12-01 | 26.13946313084560 |
| 2016-01-01 | 26.29235931129120 |
| 2016-02-01 | 26.33705568086200 |
| 2016-03-01 | 26.46385202637160 |
| 2016-04-01 | 26.62062029039530 |
| 2016-05-01 | 26.41309035859330 |
| 2016-06-01 | 26.54409926170120 |
| 2016-07-01 | 26.63194060704490 |
| 2016-08-01 | 27.02873705123570 |
| 2016-09-01 | 27.07019304411130 |
| 2016-10-01 | 27.07498742151140 |
| 2016-11-01 | 27.28901566741850 |
| 2016-12-01 | 27.36259084550120 |
| 2017-01-01 | 27.46615525814750 |
| 2017-02-01 | 27.60205216669390 |
| 2017-03-01 | 27.63481874820290 |
| 2017-04-01 | 27.70329768401090 |
| 2017-05-01 | 27.76244046043110 |
| 2017-06-01 | 27.86252402995900 |
| 2017-07-01 | 27.98198909831360 |
| 2017-08-01 | 28.10853316006760 |
| 2017-09-01 | 28.09950495835160 |
| 2017-10-01 | 28.23930584739910 |
| 2017-11-01 | 28.17432601260840 |
| 2017-12-01 | 28.37981613925680 |
| 2018-01-01 | 28.45282384927460 |
| 2018-02-01 | 28.67975974561840 |
| 2018-03-01 | 28.81425657527040 |
| 2018-04-01 | 28.90789587443250 |
| 2018-05-01 | 28.90716824186850 |
| 2018-06-01 | 28.96247951157440 |
| 2018-07-01 | 28.79920310061480 |
| 2018-08-01 | 28.78958034216210 |
| 2018-09-01 | 28.82850967900960 |
| 2018-10-01 | 28.90061460598260 |
| 2018-11-01 | 28.85185715729110 |
| 2018-12-01 | 28.90205648263100 |
| 2019-01-01 | 29.06031856504750 |
| 2019-02-01 | 29.17957147011720 |
| 2019-03-01 | 29.19706097312630 |
| 2019-04-01 | 29.33826092630720 |
| 2019-05-01 | 29.31938985784070 |
| 2019-06-01 | 29.24141156887420 |
| 2019-07-01 | 29.61141103886080 |
| 2019-08-01 | 29.68252861923160 |
| 2019-09-01 | 29.64443285139390 |
| 2019-10-01 | 29.75637210943390 |
| 2019-11-01 | 29.92927060834840 |
| 2019-12-01 | 30.01432775932100 |
| 2020-01-01 | 30.27405537105580 |
| 2020-02-01 | 30.49629467396660 |
| 2020-03-01 | 30.17566944189020 |
| 2020-04-01 | 26.88466891040710 |
| 2020-05-01 | 28.09944230758630 |
| 2020-06-01 | 28.71244931991750 |
| 2020-07-01 | 29.06679921050730 |
| 2020-08-01 | 29.68723152219000 |
| 2020-09-01 | 29.85082462087100 |
| 2020-10-01 | 30.13368921058380 |
| 2020-11-01 | 30.51883541689290 |
| 2020-12-01 | 30.72169119944190 |
| 2021-01-01 | 30.79327616344630 |
| 2021-02-01 | 30.82150607244350 |
| 2021-03-01 | 31.25810955433650 |
| 2021-04-01 | 31.29136827834800 |
| 2021-05-01 | 31.37777112706140 |
| 2021-06-01 | 31.55538454514050 |
| 2021-07-01 | 31.50342410750720 |
| 2021-08-01 | 31.50937678181530 |
| 2021-09-01 | 31.43461884261430 |
| 2021-10-01 | 31.82017724482630 |
| 2021-11-01 | 32.00293143817880 |
| 2021-12-01 | 31.71327799110070 |
| 2022-01-01 | 31.82552684870980 |
| 2022-02-01 | 32.03145037114960 |
| 2022-03-01 | 32.34000938074010 |
| 2022-04-01 | 32.59545070156100 |
| 2022-05-01 | 32.95269265478910 |
| 2022-06-01 | 32.96777028401970 |
| 2022-07-01 | 33.20500685767140 |
| 2022-08-01 | 33.44170133954070 |
| 2022-09-01 | 33.73115089481110 |
| 2022-10-01 | 33.81185587565950 |
| 2022-11-01 | 33.89342157025340 |
| 2022-12-01 | 34.08987254581110 |
| 2023-01-01 | 34.46268428345870 |
| 2023-02-01 | 34.51610746275260 |
| 2023-03-01 | 34.92253154867360 |
| 2023-04-01 | 34.77563008885790 |
| 2023-05-01 | 35.02579398095900 |
| 2023-06-01 | 35.19847860457480 |
| 2023-07-01 | 35.31998573754240 |
| 2023-08-01 | 35.37390078395160 |
| 2023-09-01 | 35.73070360920280 |
| 2023-10-01 | 35.81650237413090 |
| 2023-11-01 | 35.98803556392710 |
| 2023-12-01 | 36.26702793709800 |
| 2024-01-01 | 36.28753731453750 |
| 2024-02-01 | 36.49207905821220 |
| 2024-03-01 | 36.31605638124790 |
| 2024-04-01 | 36.64864718166620 |
| 2024-05-01 | 36.71875596756130 |
| 2024-06-01 | 36.71072971192390 |
| 2024-07-01 | 36.91852573414170 |
| 2024-08-01 | 37.20892497271050 |
| 2024-09-01 | 37.24459921907030 |
| 2024-10-01 | 37.32651225144770 |
| 2024-11-01 | 37.58343518624990 |
| 2024-12-01 | 37.74682467677850 |
| 2025-01-01 | 37.79614882638170 |
| 2025-02-01 | 38.06249643880480 |
| 2025-03-01 | 38.11994179941830 |
| 2025-04-01 | 38.42261609693040 |
| 2025-05-01 | 38.51885080099550 |
| 2025-06-01 | 38.84381100437660 |
| 2025-07-01 | 39.04344951230560 |
| 2025-08-01 | 38.92641683894720 |
| 2025-09-01 | 38.95355253106280 |