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 2026-04-01 |
| Last Updated | 2026-05-26 3:02 PM 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 | 8.57686808359692 |
| 1990-02-01 | 8.65614204516102 |
| 1990-03-01 | 8.80921254367465 |
| 1990-04-01 | 8.05793624568805 |
| 1990-05-01 | 7.79598458286100 |
| 1990-06-01 | 7.80335220762395 |
| 1990-07-01 | 8.44366825525417 |
| 1990-08-01 | 8.60242793399960 |
| 1990-09-01 | 8.10533618906993 |
| 1990-10-01 | 8.84395153745655 |
| 1990-11-01 | 8.73950812669731 |
| 1990-12-01 | 9.06990273088574 |
| 1991-01-01 | 9.37254544551387 |
| 1991-02-01 | 9.45317649838200 |
| 1991-03-01 | 9.41171478125303 |
| 1991-04-01 | 9.55297020444987 |
| 1991-05-01 | 9.59348657642703 |
| 1991-06-01 | 9.80422213653037 |
| 1991-07-01 | 9.84943335834833 |
| 1991-08-01 | 9.91153271795880 |
| 1991-09-01 | 9.40655519545619 |
| 1991-10-01 | 9.94425804152164 |
| 1991-11-01 | 9.94809528874714 |
| 1991-12-01 | 10.26184209846940 |
| 1992-01-01 | 9.95915805129842 |
| 1992-02-01 | 9.94490519315875 |
| 1992-03-01 | 10.01521251411920 |
| 1992-04-01 | 10.04277988954740 |
| 1992-05-01 | 10.19108148083020 |
| 1992-06-01 | 10.10829195764400 |
| 1992-07-01 | 10.26386753835890 |
| 1992-08-01 | 11.13571664843260 |
| 1992-09-01 | 10.30450755601570 |
| 1992-10-01 | 10.34783563780400 |
| 1992-11-01 | 10.46013694306690 |
| 1992-12-01 | 10.33921947878720 |
| 1993-01-01 | 10.34541846304550 |
| 1993-02-01 | 10.42756690834090 |
| 1993-03-01 | 10.51055642094260 |
| 1993-04-01 | 9.92363704659762 |
| 1993-05-01 | 9.98617111497155 |
| 1993-06-01 | 10.73227361040370 |
| 1993-07-01 | 10.39490182991600 |
| 1993-08-01 | 10.16795697314890 |
| 1993-09-01 | 10.10076627000790 |
| 1993-10-01 | 10.24306530987030 |
| 1993-11-01 | 10.37675445643820 |
| 1993-12-01 | 10.40857749104710 |
| 1994-01-01 | 10.53302253800380 |
| 1994-02-01 | 10.49917568030860 |
| 1994-03-01 | 10.49090820502710 |
| 1994-04-01 | 10.59539650664290 |
| 1994-05-01 | 10.69592141387740 |
| 1994-06-01 | 10.56292418381920 |
| 1994-07-01 | 10.84541044005290 |
| 1994-08-01 | 11.10746015315380 |
| 1994-09-01 | 10.89504036184070 |
| 1994-10-01 | 10.93140981810160 |
| 1994-11-01 | 10.88552834662570 |
| 1994-12-01 | 10.97273075223140 |
| 1995-01-01 | 11.02429488752130 |
| 1995-02-01 | 10.96329923893450 |
| 1995-03-01 | 11.06273619890410 |
| 1995-04-01 | 11.06576262583310 |
| 1995-05-01 | 11.11218288392160 |
| 1995-06-01 | 11.21026875831910 |
| 1995-07-01 | 11.20706600882690 |
| 1995-08-01 | 11.14071059343430 |
| 1995-09-01 | 11.28807248895080 |
| 1995-10-01 | 11.20890116873390 |
| 1995-11-01 | 11.28475646894300 |
| 1995-12-01 | 11.44097419027720 |
| 1996-01-01 | 11.31756841651300 |
| 1996-02-01 | 11.42848561930260 |
| 1996-03-01 | 11.33146249752240 |
| 1996-04-01 | 10.43954603665490 |
| 1996-05-01 | 10.44335673370650 |
| 1996-06-01 | 10.35427517821230 |
| 1996-07-01 | 10.36873355275320 |
| 1996-08-01 | 10.46986737002850 |
| 1996-09-01 | 10.47453338207730 |
| 1996-10-01 | 10.58447906368470 |
| 1996-11-01 | 10.46813546735050 |
| 1996-12-01 | 10.60730686229710 |
| 1997-01-01 | 10.82122703129250 |
| 1997-02-01 | 10.70516488392230 |
| 1997-03-01 | 10.81783418014270 |
| 1997-04-01 | 10.81869673734420 |
| 1997-05-01 | 10.76158172493170 |
| 1997-06-01 | 10.79986625511850 |
| 1997-07-01 | 10.82692352300790 |
| 1997-08-01 | 10.87978155281040 |
| 1997-09-01 | 10.75844721433150 |
| 1997-10-01 | 11.05823144439380 |
| 1997-11-01 | 11.14392633308470 |
| 1997-12-01 | 11.08052853458820 |
| 1998-01-01 | 11.13186648352360 |
| 1998-02-01 | 11.20064198503080 |
| 1998-03-01 | 11.21948633907050 |
| 1998-04-01 | 11.20092852968090 |
| 1998-05-01 | 11.27317253101070 |
| 1998-06-01 | 11.32664702915190 |
| 1998-07-01 | 11.37288231840190 |
| 1998-08-01 | 11.38485545337280 |
| 1998-09-01 | 11.34180685616240 |
| 1998-10-01 | 11.23434124304590 |
| 1998-11-01 | 11.41591257621900 |
| 1998-12-01 | 11.35377295884410 |
| 1999-01-01 | 11.54878641866750 |
| 1999-02-01 | 11.41537507608540 |
| 1999-03-01 | 11.44231066404840 |
| 1999-04-01 | 11.08756921276860 |
| 1999-05-01 | 11.16578827613230 |
| 1999-06-01 | 11.23304672984240 |
| 1999-07-01 | 11.31464910829270 |
| 1999-08-01 | 11.28042709609190 |
| 1999-09-01 | 11.32232476988790 |
| 1999-10-01 | 11.31617997874220 |
| 1999-11-01 | 11.29977744632590 |
| 1999-12-01 | 11.33100222998550 |
| 2000-01-01 | 11.26232448976020 |
| 2000-02-01 | 11.24890310254780 |
| 2000-03-01 | 11.26839138903410 |
| 2000-04-01 | 11.37108784634770 |
| 2000-05-01 | 11.44769780405090 |
| 2000-06-01 | 11.42718958451450 |
| 2000-07-01 | 11.44940766490180 |
| 2000-08-01 | 11.57585055224790 |
| 2000-09-01 | 11.70538363372570 |
| 2000-10-01 | 11.60201125880070 |
| 2000-11-01 | 11.69471914751840 |
| 2000-12-01 | 11.60636259382160 |
| 2001-01-01 | 11.87680150340900 |
| 2001-02-01 | 11.98946766253690 |
| 2001-03-01 | 11.89547863144480 |
| 2001-04-01 | 12.05334069780670 |
| 2001-05-01 | 12.11509396651370 |
| 2001-06-01 | 12.31832329237950 |
| 2001-07-01 | 12.18911931687530 |
| 2001-08-01 | 12.06252035593290 |
| 2001-09-01 | 12.09362124550810 |
| 2001-10-01 | 12.19280220197320 |
| 2001-11-01 | 12.19953346064480 |
| 2001-12-01 | 12.28712391933500 |
| 2002-01-01 | 12.18396184093680 |
| 2002-02-01 | 12.22265883661720 |
| 2002-03-01 | 12.31142070384730 |
| 2002-04-01 | 12.33996748940580 |
| 2002-05-01 | 12.38922480856340 |
| 2002-06-01 | 12.61694535873260 |
| 2002-07-01 | 12.51680198691910 |
| 2002-08-01 | 12.65379987160330 |
| 2002-09-01 | 12.78867743974330 |
| 2002-10-01 | 12.78212900937100 |
| 2002-11-01 | 12.80084621682100 |
| 2002-12-01 | 12.77079497522890 |
| 2003-01-01 | 12.78901604415660 |
| 2003-02-01 | 12.64822304895720 |
| 2003-03-01 | 12.71477439529610 |
| 2003-04-01 | 12.73769083430190 |
| 2003-05-01 | 12.67512760920100 |
| 2003-06-01 | 12.52184368399760 |
| 2003-07-01 | 12.43779923768780 |
| 2003-08-01 | 12.44653129694170 |
| 2003-09-01 | 12.27759723124740 |
| 2003-10-01 | 12.27712872885940 |
| 2003-11-01 | 12.19830105785840 |
| 2003-12-01 | 12.15993481858280 |
| 2004-01-01 | 12.18864071850210 |
| 2004-02-01 | 12.15991532777100 |
| 2004-03-01 | 12.20881666793380 |
| 2004-04-01 | 12.24531285474550 |
| 2004-05-01 | 12.27888077820470 |
| 2004-06-01 | 12.34002744605250 |
| 2004-07-01 | 12.14421151581760 |
| 2004-08-01 | 12.13965807863680 |
| 2004-09-01 | 12.06178728267960 |
| 2004-10-01 | 12.06936006138870 |
| 2004-11-01 | 12.09699861601580 |
| 2004-12-01 | 12.14975547407820 |
| 2005-01-01 | 11.99070466320220 |
| 2005-02-01 | 12.16290832064630 |
| 2005-03-01 | 12.30218064776710 |
| 2005-04-01 | 12.05846302078660 |
| 2005-05-01 | 12.09124288355980 |
| 2005-06-01 | 12.16078258237640 |
| 2005-07-01 | 12.24637162021870 |
| 2005-08-01 | 12.12872600575200 |
| 2005-09-01 | 12.33718736244340 |
| 2005-10-01 | 12.36680267931290 |
| 2005-11-01 | 12.40047716327520 |
| 2005-12-01 | 12.33570771764320 |
| 2006-01-01 | 12.89655955341210 |
| 2006-02-01 | 12.85865923414680 |
| 2006-03-01 | 12.89849976055310 |
| 2006-04-01 | 12.97484248525990 |
| 2006-05-01 | 13.10906168647660 |
| 2006-06-01 | 12.98327444742440 |
| 2006-07-01 | 13.03760636246600 |
| 2006-08-01 | 13.01830866672420 |
| 2006-09-01 | 13.11145071399090 |
| 2006-10-01 | 13.66207717371250 |
| 2006-11-01 | 13.70533796435350 |
| 2006-12-01 | 13.72386518386480 |
| 2007-01-01 | 13.10514523582130 |
| 2007-02-01 | 13.16441075951990 |
| 2007-03-01 | 13.19544010042590 |
| 2007-04-01 | 13.18260302385410 |
| 2007-05-01 | 13.22308406159740 |
| 2007-06-01 | 13.29304762493860 |
| 2007-07-01 | 13.33855021625000 |
| 2007-08-01 | 13.40957996049610 |
| 2007-09-01 | 13.48777477550260 |
| 2007-10-01 | 13.56099198950040 |
| 2007-11-01 | 13.61411720333780 |
| 2007-12-01 | 13.70680057724280 |
| 2008-01-01 | 13.80956129009760 |
| 2008-02-01 | 13.97873253902910 |
| 2008-03-01 | 13.99152137506250 |
| 2008-04-01 | 13.88087769049960 |
| 2008-05-01 | 14.02954110814050 |
| 2008-06-01 | 14.09837762491860 |
| 2008-07-01 | 14.14730827606970 |
| 2008-08-01 | 14.20753483100840 |
| 2008-09-01 | 14.17809040675600 |
| 2008-10-01 | 13.95833126157280 |
| 2008-11-01 | 14.11761806483180 |
| 2008-12-01 | 14.19513669503000 |
| 2009-01-01 | 14.10713690130820 |
| 2009-02-01 | 14.09170752731660 |
| 2009-03-01 | 14.08682842572920 |
| 2009-04-01 | 13.97284006411240 |
| 2009-05-01 | 14.12620981329960 |
| 2009-06-01 | 14.08992734190930 |
| 2009-07-01 | 14.27048547020670 |
| 2009-08-01 | 14.32120390865230 |
| 2009-09-01 | 14.28352118099090 |
| 2009-10-01 | 14.25802976494690 |
| 2009-11-01 | 14.41379738942110 |
| 2009-12-01 | 14.17442905387560 |
| 2010-01-01 | 14.30192657032700 |
| 2010-02-01 | 14.29905104576450 |
| 2010-03-01 | 14.18089058483570 |
| 2010-04-01 | 14.56671977360530 |
| 2010-05-01 | 14.61744580577960 |
| 2010-06-01 | 14.67968485360400 |
| 2010-07-01 | 14.59126377484990 |
| 2010-08-01 | 14.65316806213110 |
| 2010-09-01 | 14.59908682907000 |
| 2010-10-01 | 14.55658108710160 |
| 2010-11-01 | 14.49361445342030 |
| 2010-12-01 | 14.56465389801000 |
| 2011-01-01 | 14.49260891009920 |
| 2011-02-01 | 14.40153738700490 |
| 2011-03-01 | 14.37737139229920 |
| 2011-04-01 | 14.36213719856430 |
| 2011-05-01 | 14.30350318768170 |
| 2011-06-01 | 14.26150502928040 |
| 2011-07-01 | 14.41156334061940 |
| 2011-08-01 | 14.49337307737020 |
| 2011-09-01 | 14.62310147389040 |
| 2011-10-01 | 14.74880752815600 |
| 2011-11-01 | 14.87146006420480 |
| 2011-12-01 | 14.95858012314010 |
| 2012-01-01 | 15.08143491953590 |
| 2012-02-01 | 15.20073663162680 |
| 2012-03-01 | 15.18016476307040 |
| 2012-04-01 | 15.16397537638750 |
| 2012-05-01 | 15.18955355882730 |
| 2012-06-01 | 15.24659026416030 |
| 2012-07-01 | 15.11612749801490 |
| 2012-08-01 | 15.12716087856920 |
| 2012-09-01 | 15.04602344105450 |
| 2012-10-01 | 15.33658964027530 |
| 2012-11-01 | 15.25377663675450 |
| 2012-12-01 | 15.26791868104540 |
| 2013-01-01 | 15.17483949407040 |
| 2013-02-01 | 15.19094808560220 |
| 2013-03-01 | 15.19132713554400 |
| 2013-04-01 | 15.17200107631740 |
| 2013-05-01 | 15.17496622184700 |
| 2013-06-01 | 15.12984353645000 |
| 2013-07-01 | 15.11198110204780 |
| 2013-08-01 | 15.04154266921430 |
| 2013-09-01 | 15.06439813030130 |
| 2013-10-01 | 15.02216539543190 |
| 2013-11-01 | 15.15167081420590 |
| 2013-12-01 | 15.08022778837620 |
| 2014-01-01 | 15.07698143352070 |
| 2014-02-01 | 15.08216459283120 |
| 2014-03-01 | 15.10953030496670 |
| 2014-04-01 | 15.07931787365050 |
| 2014-05-01 | 15.05698550828280 |
| 2014-06-01 | 15.02086841842570 |
| 2014-07-01 | 14.99654107458530 |
| 2014-08-01 | 14.93905228140090 |
| 2014-09-01 | 14.87184902867580 |
| 2014-10-01 | 15.01725216145680 |
| 2014-11-01 | 14.95626940927240 |
| 2014-12-01 | 14.90139036079460 |
| 2015-01-01 | 14.98731891293470 |
| 2015-02-01 | 14.87286198925090 |
| 2015-03-01 | 14.92032672197000 |
| 2015-04-01 | 14.98044825638770 |
| 2015-05-01 | 15.04758439441640 |
| 2015-06-01 | 15.10079693110040 |
| 2015-07-01 | 15.19038494740790 |
| 2015-08-01 | 15.33066753855970 |
| 2015-09-01 | 15.37611007850310 |
| 2015-10-01 | 15.21753729690810 |
| 2015-11-01 | 15.17014851276180 |
| 2015-12-01 | 15.12494015116340 |
| 2016-01-01 | 15.29038738291830 |
| 2016-02-01 | 15.36086888684950 |
| 2016-03-01 | 15.32024773348990 |
| 2016-04-01 | 15.37732393156170 |
| 2016-05-01 | 15.44329194112650 |
| 2016-06-01 | 15.37698066264290 |
| 2016-07-01 | 15.59659557469510 |
| 2016-08-01 | 15.63107467294040 |
| 2016-09-01 | 15.58015731406730 |
| 2016-10-01 | 15.63084834761620 |
| 2016-11-01 | 15.57897506514890 |
| 2016-12-01 | 15.64210915903160 |
| 2017-01-01 | 15.58702815050000 |
| 2017-02-01 | 15.63826567596950 |
| 2017-03-01 | 15.60679689602870 |
| 2017-04-01 | 15.67420315557730 |
| 2017-05-01 | 15.74955796262170 |
| 2017-06-01 | 15.64575004528570 |
| 2017-07-01 | 15.71738668617050 |
| 2017-08-01 | 15.74980420272020 |
| 2017-09-01 | 15.78594684614700 |
| 2017-10-01 | 15.74557831834620 |
| 2017-11-01 | 15.78091923833950 |
| 2017-12-01 | 15.75549396503530 |
| 2018-01-01 | 15.67104983311070 |
| 2018-02-01 | 15.71278141917800 |
| 2018-03-01 | 15.79087987130720 |
| 2018-04-01 | 15.77198045141050 |
| 2018-05-01 | 15.65774604928640 |
| 2018-06-01 | 15.81696508107860 |
| 2018-07-01 | 15.73913957224310 |
| 2018-08-01 | 15.78287891364930 |
| 2018-09-01 | 15.79171386146080 |
| 2018-10-01 | 15.76514667787590 |
| 2018-11-01 | 15.76468437162980 |
| 2018-12-01 | 15.75623064025560 |
| 2019-01-01 | 15.95957936681500 |
| 2019-02-01 | 15.99408345972910 |
| 2019-03-01 | 16.08018610385420 |
| 2019-04-01 | 16.07221533208990 |
| 2019-05-01 | 16.17246177366600 |
| 2019-06-01 | 16.19275207330940 |
| 2019-07-01 | 16.15185825463060 |
| 2019-08-01 | 16.21397603988980 |
| 2019-09-01 | 16.19225573097660 |
| 2019-10-01 | 16.27374537724810 |
| 2019-11-01 | 16.34550627771010 |
| 2019-12-01 | 16.46059581747950 |
| 2020-01-01 | 16.34347679885220 |
| 2020-02-01 | 16.29174852186730 |
| 2020-03-01 | 16.38266013097800 |
| 2020-04-01 | 15.27700026253790 |
| 2020-05-01 | 15.88419384017950 |
| 2020-06-01 | 16.07844702206770 |
| 2020-07-01 | 16.05550959024820 |
| 2020-08-01 | 16.02327852984020 |
| 2020-09-01 | 16.19076413628160 |
| 2020-10-01 | 16.27416583547880 |
| 2020-11-01 | 16.32132186540420 |
| 2020-12-01 | 16.35874297742850 |
| 2021-01-01 | 16.64153798048890 |
| 2021-02-01 | 16.69970025308920 |
| 2021-03-01 | 16.89994745682190 |
| 2021-04-01 | 16.68748446159190 |
| 2021-05-01 | 16.59511973475620 |
| 2021-06-01 | 16.58223696352720 |
| 2021-07-01 | 16.44849232755320 |
| 2021-08-01 | 16.20597416100690 |
| 2021-09-01 | 15.97896276243500 |
| 2021-10-01 | 15.96034297071410 |
| 2021-11-01 | 15.90579898648040 |
| 2021-12-01 | 15.75860690781420 |
| 2022-01-01 | 15.45064512164620 |
| 2022-02-01 | 15.41675558817590 |
| 2022-03-01 | 15.32325815272420 |
| 2022-04-01 | 15.40180806707090 |
| 2022-05-01 | 15.50126805538510 |
| 2022-06-01 | 15.49774829156360 |
| 2022-07-01 | 15.63739124963940 |
| 2022-08-01 | 15.66784046492170 |
| 2022-09-01 | 15.76438564331290 |
| 2022-10-01 | 15.74338716056850 |
| 2022-11-01 | 15.79082946567720 |
| 2022-12-01 | 15.85022882907500 |
| 2023-01-01 | 15.97706389853310 |
| 2023-02-01 | 15.93653873223260 |
| 2023-03-01 | 16.14732730548050 |
| 2023-04-01 | 16.21636968351110 |
| 2023-05-01 | 16.20716524005510 |
| 2023-06-01 | 16.32156162646730 |
| 2023-07-01 | 16.22280111076400 |
| 2023-08-01 | 16.32359719916020 |
| 2023-09-01 | 16.24481182614040 |
| 2023-10-01 | 16.32433339005980 |
| 2023-11-01 | 16.38705045960580 |
| 2023-12-01 | 16.34559149103700 |
| 2024-01-01 | 16.49867569502840 |
| 2024-02-01 | 16.55586701951180 |
| 2024-03-01 | 16.56145800763060 |
| 2024-04-01 | 16.43125448513540 |
| 2024-05-01 | 16.51097245540700 |
| 2024-06-01 | 16.63999908185430 |
| 2024-07-01 | 16.91553903584190 |
| 2024-08-01 | 16.88429621307780 |
| 2024-09-01 | 16.93535492633270 |
| 2024-10-01 | 17.00873319114390 |
| 2024-11-01 | 16.98397181011240 |
| 2024-12-01 | 17.03969237226170 |
| 2025-01-01 | 16.91506005410720 |
| 2025-02-01 | 16.96440715581890 |
| 2025-03-01 | 16.97164919321070 |
| 2025-04-01 | 16.94418085880310 |
| 2025-05-01 | 17.01329599932650 |
| 2025-06-01 | 16.75721009090510 |
| 2025-07-01 | 17.00940782158930 |
| 2025-08-01 | 17.06192725908790 |
| 2025-09-01 | 17.02755020009690 |
| 2025-10-01 | 16.99589023644090 |
| 2025-11-01 | 16.98581920590930 |
| 2025-12-01 | 17.03549986744110 |
| 2026-01-01 | 17.02326098433430 |
| 2026-02-01 | 17.06702204659890 |
| 2026-03-01 | 17.07490430179320 |
| 2026-04-01 | 17.15387903610030 |