Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fort Smith, AR-OK (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Fort Smith, AR-OK (MSA) |
|---|---|
| Series ID | FTSEDUH |
| 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 10:04 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 | 8.57685110670485 |
| 1990-02-01 | 8.65613449430548 |
| 1990-03-01 | 8.80920019184091 |
| 1990-04-01 | 8.05794972740325 |
| 1990-05-01 | 7.79598248247111 |
| 1990-06-01 | 7.80335258741260 |
| 1990-07-01 | 8.44370068966692 |
| 1990-08-01 | 8.60245795425307 |
| 1990-09-01 | 8.10528746398464 |
| 1990-10-01 | 8.84395463705517 |
| 1990-11-01 | 8.73952079797837 |
| 1990-12-01 | 9.06989713974465 |
| 1991-01-01 | 9.37252989141235 |
| 1991-02-01 | 9.45316922398909 |
| 1991-03-01 | 9.41170239267261 |
| 1991-04-01 | 9.55298329520373 |
| 1991-05-01 | 9.59348479142124 |
| 1991-06-01 | 9.80422592431445 |
| 1991-07-01 | 9.84946210579239 |
| 1991-08-01 | 9.91155958290848 |
| 1991-09-01 | 9.40650839853951 |
| 1991-10-01 | 9.94426059444649 |
| 1991-11-01 | 9.94810639418712 |
| 1991-12-01 | 10.26183722189770 |
| 1992-01-01 | 9.95914655486095 |
| 1992-02-01 | 9.94489896357497 |
| 1992-03-01 | 10.01520129863650 |
| 1992-04-01 | 10.04279004387050 |
| 1992-05-01 | 10.19108098167710 |
| 1992-06-01 | 10.10830194900640 |
| 1992-07-01 | 10.26388669639620 |
| 1992-08-01 | 11.13573760561220 |
| 1992-09-01 | 10.30446531906520 |
| 1992-10-01 | 10.34783695712100 |
| 1992-11-01 | 10.46014523437160 |
| 1992-12-01 | 10.33921656177680 |
| 1993-01-01 | 10.34541279436260 |
| 1993-02-01 | 10.42756494935400 |
| 1993-03-01 | 10.51055267057860 |
| 1993-04-01 | 9.92363902249978 |
| 1993-05-01 | 9.98616944640559 |
| 1993-06-01 | 10.73228515857840 |
| 1993-07-01 | 10.39491066952030 |
| 1993-08-01 | 10.16797102979840 |
| 1993-09-01 | 10.10073444848890 |
| 1993-10-01 | 10.24306434629620 |
| 1993-11-01 | 10.37675893543220 |
| 1993-12-01 | 10.40857798586470 |
| 1994-01-01 | 10.53302302645950 |
| 1994-02-01 | 10.49917887294370 |
| 1994-03-01 | 10.49091191246100 |
| 1994-04-01 | 10.59539101062560 |
| 1994-05-01 | 10.69591679900830 |
| 1994-06-01 | 10.56293529452230 |
| 1994-07-01 | 10.84541055794560 |
| 1994-08-01 | 11.10746653604570 |
| 1994-09-01 | 10.89501781321790 |
| 1994-10-01 | 10.93140909352410 |
| 1994-11-01 | 10.88552822680400 |
| 1994-12-01 | 10.97273536923100 |
| 1995-01-01 | 11.02430040980260 |
| 1995-02-01 | 10.96330845576310 |
| 1995-03-01 | 11.06274831441840 |
| 1995-04-01 | 11.06575027754980 |
| 1995-05-01 | 11.11217374565590 |
| 1995-06-01 | 11.21027260849660 |
| 1995-07-01 | 11.20706240087010 |
| 1995-08-01 | 11.14071152198810 |
| 1995-09-01 | 11.28806021721760 |
| 1995-10-01 | 11.20890193891050 |
| 1995-11-01 | 11.28475242398510 |
| 1995-12-01 | 11.44098131693790 |
| 1996-01-01 | 11.31757777395390 |
| 1996-02-01 | 11.42849741788980 |
| 1996-03-01 | 11.33147866279970 |
| 1996-04-01 | 10.43953105525500 |
| 1996-05-01 | 10.44334497598660 |
| 1996-06-01 | 10.35427267343510 |
| 1996-07-01 | 10.36872856770650 |
| 1996-08-01 | 10.46986503543360 |
| 1996-09-01 | 10.47452688801760 |
| 1996-10-01 | 10.58448277127890 |
| 1996-11-01 | 10.46812935143750 |
| 1996-12-01 | 10.60731440671230 |
| 1997-01-01 | 10.82123805533030 |
| 1997-02-01 | 10.70517705478340 |
| 1997-03-01 | 10.81785317734940 |
| 1997-04-01 | 10.81867961039140 |
| 1997-05-01 | 10.76156930639150 |
| 1997-06-01 | 10.79985941094030 |
| 1997-07-01 | 10.82691815455440 |
| 1997-08-01 | 10.87977880824420 |
| 1997-09-01 | 10.75844574789420 |
| 1997-10-01 | 11.05823706499000 |
| 1997-11-01 | 11.14391988425610 |
| 1997-12-01 | 11.08053473974220 |
| 1998-01-01 | 11.13187702663950 |
| 1998-02-01 | 11.20065062315930 |
| 1998-03-01 | 11.21950132385020 |
| 1998-04-01 | 11.20091574822950 |
| 1998-05-01 | 11.27316203374920 |
| 1998-06-01 | 11.32664028375190 |
| 1998-07-01 | 11.37287796108010 |
| 1998-08-01 | 11.38485322757560 |
| 1998-09-01 | 11.34180645458880 |
| 1998-10-01 | 11.23434744387980 |
| 1998-11-01 | 11.41590735877600 |
| 1998-12-01 | 11.35377716190310 |
| 1999-01-01 | 11.54879458776450 |
| 1999-02-01 | 11.41537977905260 |
| 1999-03-01 | 11.44232033678700 |
| 1999-04-01 | 11.08756155301830 |
| 1999-05-01 | 11.16578113982860 |
| 1999-06-01 | 11.23304135530170 |
| 1999-07-01 | 11.31464624084730 |
| 1999-08-01 | 11.28042590611820 |
| 1999-09-01 | 11.32232463510340 |
| 1999-10-01 | 11.31618568828710 |
| 1999-11-01 | 11.29977409062510 |
| 1999-12-01 | 11.33100423168040 |
| 2000-01-01 | 11.26233050210460 |
| 2000-02-01 | 11.24890291406210 |
| 2000-03-01 | 11.26839601559570 |
| 2000-04-01 | 11.37108541525600 |
| 2000-05-01 | 11.44769407734890 |
| 2000-06-01 | 11.42718551559380 |
| 2000-07-01 | 11.44940622557080 |
| 2000-08-01 | 11.57585027344750 |
| 2000-09-01 | 11.70538376338380 |
| 2000-10-01 | 11.60201529465830 |
| 2000-11-01 | 11.69471859787860 |
| 2000-12-01 | 11.60636358643100 |
| 2001-01-01 | 11.87680478123010 |
| 2001-02-01 | 11.98946475662590 |
| 2001-03-01 | 11.89548132571590 |
| 2001-04-01 | 12.05333883935400 |
| 2001-05-01 | 12.11509164633350 |
| 2001-06-01 | 12.31831969922580 |
| 2001-07-01 | 12.18911887839600 |
| 2001-08-01 | 12.06252108406030 |
| 2001-09-01 | 12.09362280587740 |
| 2001-10-01 | 12.19280650199170 |
| 2001-11-01 | 12.19953598663160 |
| 2001-12-01 | 12.28712579365800 |
| 2002-01-01 | 12.18396145418940 |
| 2002-02-01 | 12.22265334691740 |
| 2002-03-01 | 12.31142079289880 |
| 2002-04-01 | 12.33996488340580 |
| 2002-05-01 | 12.38922239400550 |
| 2002-06-01 | 12.61694135578880 |
| 2002-07-01 | 12.51680175315490 |
| 2002-08-01 | 12.65380245530680 |
| 2002-09-01 | 12.78868134548660 |
| 2002-10-01 | 12.78213512448230 |
| 2002-11-01 | 12.80085351552460 |
| 2002-12-01 | 12.77080320198040 |
| 2003-01-01 | 12.78900702280770 |
| 2003-02-01 | 12.64821378035970 |
| 2003-03-01 | 12.71477035750180 |
| 2003-04-01 | 12.73768657225610 |
| 2003-05-01 | 12.67512399770340 |
| 2003-06-01 | 12.52183935694810 |
| 2003-07-01 | 12.43779957493560 |
| 2003-08-01 | 12.44653643088360 |
| 2003-09-01 | 12.27760449639500 |
| 2003-10-01 | 12.27713788036830 |
| 2003-11-01 | 12.19831361042650 |
| 2003-12-01 | 12.15995086922970 |
| 2004-01-01 | 12.18862188129420 |
| 2004-02-01 | 12.15990046697740 |
| 2004-03-01 | 12.20880866954280 |
| 2004-04-01 | 12.24530606196830 |
| 2004-05-01 | 12.27887544492920 |
| 2004-06-01 | 12.34002377124040 |
| 2004-07-01 | 12.14421288450960 |
| 2004-08-01 | 12.13966589892830 |
| 2004-09-01 | 12.06179777878890 |
| 2004-10-01 | 12.06937189887900 |
| 2004-11-01 | 12.09701578155120 |
| 2004-12-01 | 12.14977863301940 |
| 2005-01-01 | 11.99067717629220 |
| 2005-02-01 | 12.16288886031300 |
| 2005-03-01 | 12.30216855368450 |
| 2005-04-01 | 12.05845393864780 |
| 2005-05-01 | 12.09123634042040 |
| 2005-06-01 | 12.16078027054990 |
| 2005-07-01 | 12.24637443080250 |
| 2005-08-01 | 12.12873600700230 |
| 2005-09-01 | 12.33719997982010 |
| 2005-10-01 | 12.36681596579640 |
| 2005-11-01 | 12.40049602360980 |
| 2005-12-01 | 12.33573291528850 |
| 2006-01-01 | 12.89652901392130 |
| 2006-02-01 | 12.85863834492820 |
| 2006-03-01 | 12.89848564526740 |
| 2006-04-01 | 12.97483133788330 |
| 2006-05-01 | 13.10905526674690 |
| 2006-06-01 | 12.98327352496950 |
| 2006-07-01 | 13.03760991501280 |
| 2006-08-01 | 13.01832003210060 |
| 2006-09-01 | 13.11146287039530 |
| 2006-10-01 | 13.66208967380630 |
| 2006-11-01 | 13.70535565191050 |
| 2006-12-01 | 13.72389070352400 |
| 2007-01-01 | 13.10511551680460 |
| 2007-02-01 | 13.16439097720920 |
| 2007-03-01 | 13.19542598154790 |
| 2007-04-01 | 13.18259163684560 |
| 2007-05-01 | 13.22307876523180 |
| 2007-06-01 | 13.29304793875960 |
| 2007-07-01 | 13.33855424784560 |
| 2007-08-01 | 13.40959103520820 |
| 2007-09-01 | 13.48778498839360 |
| 2007-10-01 | 13.56100169998300 |
| 2007-11-01 | 13.61413060659850 |
| 2007-12-01 | 13.70682135712140 |
| 2008-01-01 | 13.80953858176330 |
| 2008-02-01 | 13.97871656558080 |
| 2008-03-01 | 13.99150965584400 |
| 2008-04-01 | 13.88086738531590 |
| 2008-05-01 | 14.02953757959440 |
| 2008-06-01 | 14.09837895929760 |
| 2008-07-01 | 14.14731178078510 |
| 2008-08-01 | 14.20754400372570 |
| 2008-09-01 | 14.17809727825870 |
| 2008-10-01 | 13.95833756893370 |
| 2008-11-01 | 14.11762609865410 |
| 2008-12-01 | 14.19515075159030 |
| 2009-01-01 | 14.10712359711040 |
| 2009-02-01 | 14.09169680721110 |
| 2009-03-01 | 14.08681988338350 |
| 2009-04-01 | 13.97283213253930 |
| 2009-05-01 | 14.12620782018300 |
| 2009-06-01 | 14.08992910459990 |
| 2009-07-01 | 14.27048795114050 |
| 2009-08-01 | 14.32121035630860 |
| 2009-09-01 | 14.28352483492040 |
| 2009-10-01 | 14.25803327276080 |
| 2009-11-01 | 14.41380074366290 |
| 2009-12-01 | 14.17443574922950 |
| 2010-01-01 | 14.30192175367610 |
| 2010-02-01 | 14.29904587222910 |
| 2010-03-01 | 14.18088551228950 |
| 2010-04-01 | 14.56671394056330 |
| 2010-05-01 | 14.61744498018980 |
| 2010-06-01 | 14.67968642152530 |
| 2010-07-01 | 14.59126473753150 |
| 2010-08-01 | 14.65317217521300 |
| 2010-09-01 | 14.59908790008860 |
| 2010-10-01 | 14.55658243481270 |
| 2010-11-01 | 14.49361553025420 |
| 2010-12-01 | 14.56465819728170 |
| 2011-01-01 | 14.49260717009020 |
| 2011-02-01 | 14.40153514896540 |
| 2011-03-01 | 14.37736869951600 |
| 2011-04-01 | 14.36213380206670 |
| 2011-05-01 | 14.30350262961700 |
| 2011-06-01 | 14.26150615152590 |
| 2011-07-01 | 14.41156348484010 |
| 2011-08-01 | 14.49337525456530 |
| 2011-09-01 | 14.62310189883280 |
| 2011-10-01 | 14.74880773614560 |
| 2011-11-01 | 14.87146046141950 |
| 2011-12-01 | 14.95858293268760 |
| 2012-01-01 | 15.08143412336400 |
| 2012-02-01 | 15.20073560760470 |
| 2012-03-01 | 15.18016347462760 |
| 2012-04-01 | 15.16397363554850 |
| 2012-05-01 | 15.18955294569110 |
| 2012-06-01 | 15.24659104155230 |
| 2012-07-01 | 15.11612723450230 |
| 2012-08-01 | 15.12716179630970 |
| 2012-09-01 | 15.04602413104450 |
| 2012-10-01 | 15.33658948830400 |
| 2012-11-01 | 15.25377745497810 |
| 2012-12-01 | 15.26791976022050 |
| 2013-01-01 | 15.17483927872610 |
| 2013-02-01 | 15.19094745385140 |
| 2013-03-01 | 15.19132632628990 |
| 2013-04-01 | 15.17200039266310 |
| 2013-05-01 | 15.17496557585970 |
| 2013-06-01 | 15.12984351903190 |
| 2013-07-01 | 15.11198058182090 |
| 2013-08-01 | 15.04154357200590 |
| 2013-09-01 | 15.06439948747820 |
| 2013-10-01 | 15.02216539243060 |
| 2013-11-01 | 15.15167194012330 |
| 2013-12-01 | 15.08022690429510 |
| 2014-01-01 | 15.07698148853270 |
| 2014-02-01 | 15.08216428101610 |
| 2014-03-01 | 15.10953005567910 |
| 2014-04-01 | 15.07931740783930 |
| 2014-05-01 | 15.05698445015930 |
| 2014-06-01 | 15.02086763228110 |
| 2014-07-01 | 14.99654020647620 |
| 2014-08-01 | 14.93905400879980 |
| 2014-09-01 | 14.87185123937800 |
| 2014-10-01 | 15.01725248427150 |
| 2014-11-01 | 14.95627117296630 |
| 2014-12-01 | 14.90138937901210 |
| 2015-01-01 | 14.98731917113530 |
| 2015-02-01 | 14.87286150018230 |
| 2015-03-01 | 14.92032561126210 |
| 2015-04-01 | 14.98044657473690 |
| 2015-05-01 | 15.04757947694260 |
| 2015-06-01 | 15.10079579294790 |
| 2015-07-01 | 15.19038535088310 |
| 2015-08-01 | 15.33067140998620 |
| 2015-09-01 | 15.37611466553410 |
| 2015-10-01 | 15.21754092092070 |
| 2015-11-01 | 15.17015468850480 |
| 2015-12-01 | 15.12493173401660 |
| 2016-01-01 | 15.29039180810160 |
| 2016-02-01 | 15.36086872525300 |
| 2016-03-01 | 15.32024260025980 |
| 2016-04-01 | 15.37731621964110 |
| 2016-05-01 | 15.44327911915540 |
| 2016-06-01 | 15.37697857662180 |
| 2016-07-01 | 15.59659928980190 |
| 2016-08-01 | 15.63108370558650 |
| 2016-09-01 | 15.58016783265350 |
| 2016-10-01 | 15.63086067548810 |
| 2016-11-01 | 15.57899135953640 |
| 2016-12-01 | 15.64208660392580 |
| 2017-01-01 | 15.58703965399110 |
| 2017-02-01 | 15.63827400386280 |
| 2017-03-01 | 15.60678429944580 |
| 2017-04-01 | 15.67415220877540 |
| 2017-05-01 | 15.74953989856320 |
| 2017-06-01 | 15.64575504203400 |
| 2017-07-01 | 15.71739873959710 |
| 2017-08-01 | 15.74982261863170 |
| 2017-09-01 | 15.78597377594720 |
| 2017-10-01 | 15.74561111865090 |
| 2017-11-01 | 15.78095426733510 |
| 2017-12-01 | 15.75544237516160 |
| 2018-01-01 | 15.67106690023130 |
| 2018-02-01 | 15.71279227006450 |
| 2018-03-01 | 15.79084404415380 |
| 2018-04-01 | 15.77187958414240 |
| 2018-05-01 | 15.65772548434060 |
| 2018-06-01 | 15.81697893205000 |
| 2018-07-01 | 15.73915882837280 |
| 2018-08-01 | 15.78290285069540 |
| 2018-09-01 | 15.79180451926410 |
| 2018-10-01 | 15.76519892704690 |
| 2018-11-01 | 15.76473678007000 |
| 2018-12-01 | 15.75616115347150 |
| 2019-01-01 | 15.95956704058930 |
| 2019-02-01 | 15.99409296754320 |
| 2019-03-01 | 16.08007261753440 |
| 2019-04-01 | 16.07208407062830 |
| 2019-05-01 | 16.17246222792760 |
| 2019-06-01 | 16.19279273217350 |
| 2019-07-01 | 16.15189073682270 |
| 2019-08-01 | 16.21401089399130 |
| 2019-09-01 | 16.19241536036290 |
| 2019-10-01 | 16.27381223596880 |
| 2019-11-01 | 16.34557108566670 |
| 2019-12-01 | 16.46052890878770 |
| 2020-01-01 | 16.34345408272410 |
| 2020-02-01 | 16.29159247251880 |
| 2020-03-01 | 16.38249883788240 |
| 2020-04-01 | 15.27690234836440 |
| 2020-05-01 | 15.88424047775980 |
| 2020-06-01 | 16.07852917470660 |
| 2020-07-01 | 16.05557049594880 |
| 2020-08-01 | 16.02332862542420 |
| 2020-09-01 | 16.19098965991300 |
| 2020-10-01 | 16.27426716119670 |
| 2020-11-01 | 16.32140734055870 |
| 2020-12-01 | 16.35867603236940 |
| 2021-01-01 | 16.64145547508260 |
| 2021-02-01 | 16.69931234865210 |
| 2021-03-01 | 16.89966666845680 |
| 2021-04-01 | 16.68713426354600 |
| 2021-05-01 | 16.59568565339880 |
| 2021-06-01 | 16.58233914359860 |
| 2021-07-01 | 16.44859532380830 |
| 2021-08-01 | 16.20607218614000 |
| 2021-09-01 | 15.97926105839180 |
| 2021-10-01 | 15.96051713801470 |
| 2021-11-01 | 15.90592223063870 |
| 2021-12-01 | 15.75851269875940 |
| 2022-01-01 | 15.45050929568970 |
| 2022-02-01 | 15.41591252230890 |
| 2022-03-01 | 15.32273776779320 |
| 2022-04-01 | 15.40115259476790 |
| 2022-05-01 | 15.50237141521150 |
| 2022-06-01 | 15.49804833486530 |
| 2022-07-01 | 15.63760996193800 |
| 2022-08-01 | 15.66786178509190 |
| 2022-09-01 | 15.76485086696350 |
| 2022-10-01 | 15.74385361940420 |
| 2022-11-01 | 15.79119739851010 |
| 2022-12-01 | 15.85017512505340 |
| 2023-01-01 | 15.97678681232400 |
| 2023-02-01 | 15.93515863141770 |
| 2023-03-01 | 16.14605103734170 |
| 2023-04-01 | 16.21451047595230 |
| 2023-05-01 | 16.20964305348950 |
| 2023-06-01 | 16.32226969171790 |
| 2023-07-01 | 16.22307713695430 |
| 2023-08-01 | 16.32347304228150 |
| 2023-09-01 | 16.24548062994500 |
| 2023-10-01 | 16.32532720685590 |
| 2023-11-01 | 16.38798394690190 |
| 2023-12-01 | 16.34581150784420 |
| 2024-01-01 | 16.49841959026480 |
| 2024-02-01 | 16.55383236280670 |
| 2024-03-01 | 16.55890871311970 |
| 2024-04-01 | 16.42719610634130 |
| 2024-05-01 | 16.51519927688510 |
| 2024-06-01 | 16.64130145029420 |
| 2024-07-01 | 16.91595764579040 |
| 2024-08-01 | 16.88404257097680 |
| 2024-09-01 | 16.93629671073310 |
| 2024-10-01 | 17.01036166147650 |
| 2024-11-01 | 16.98559401705330 |
| 2024-12-01 | 17.04027881340070 |
| 2025-01-01 | 16.91484010065970 |
| 2025-02-01 | 16.96194530104930 |
| 2025-03-01 | 16.96764534539990 |
| 2025-04-01 | 16.93733309171550 |
| 2025-05-01 | 17.01950950403480 |
| 2025-06-01 | 16.75904821830330 |
| 2025-07-01 | 17.00993869425980 |
| 2025-08-01 | 17.06166846489300 |
| 2025-09-01 | 17.02876461464430 |
| 2025-10-01 | 16.99806553115990 |
| 2025-11-01 | 16.98807282696720 |
| 2025-12-01 | 17.03649374146910 |
| 2026-01-01 | 17.02322366226290 |
| 2026-02-01 | 17.06430670821250 |
| 2026-03-01 | 17.06971196260990 |
| 2026-04-01 | 17.14483231456360 |
| 2026-05-01 | 17.12251155103610 |