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 2026-07-01 |
| Last Updated | 2026-08-21 7:41 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 | 8.57685797654331 |
| 1990-02-01 | 8.65610057026404 |
| 1990-03-01 | 8.80919684433931 |
| 1990-04-01 | 8.05793984977869 |
| 1990-05-01 | 7.79598937342065 |
| 1990-06-01 | 7.80346844090351 |
| 1990-07-01 | 8.44357493980439 |
| 1990-08-01 | 8.60231755591421 |
| 1990-09-01 | 8.10561689796381 |
| 1990-10-01 | 8.84390213362548 |
| 1990-11-01 | 8.73944678135825 |
| 1990-12-01 | 9.06988255982947 |
| 1991-01-01 | 9.37253202841693 |
| 1991-02-01 | 9.45313446828201 |
| 1991-03-01 | 9.41169497880224 |
| 1991-04-01 | 9.55297212806323 |
| 1991-05-01 | 9.59348705866684 |
| 1991-06-01 | 9.80434878984195 |
| 1991-07-01 | 9.84935019198040 |
| 1991-08-01 | 9.91142457989360 |
| 1991-09-01 | 9.40682231234664 |
| 1991-10-01 | 9.94421009084034 |
| 1991-11-01 | 9.94803719200497 |
| 1991-12-01 | 10.26182125749560 |
| 1992-01-01 | 9.95913951125353 |
| 1992-02-01 | 9.94486492166862 |
| 1992-03-01 | 10.01518618776880 |
| 1992-04-01 | 10.04278017216270 |
| 1992-05-01 | 10.19107790853420 |
| 1992-06-01 | 10.10841753125680 |
| 1992-07-01 | 10.26381563352330 |
| 1992-08-01 | 11.13562330648350 |
| 1992-09-01 | 10.30473382059680 |
| 1992-10-01 | 10.34779245432440 |
| 1992-11-01 | 10.46008402832990 |
| 1992-12-01 | 10.33920204308460 |
| 1993-01-01 | 10.34539246818630 |
| 1993-02-01 | 10.42752751789940 |
| 1993-03-01 | 10.51052422255090 |
| 1993-04-01 | 9.92364046229094 |
| 1993-05-01 | 9.98616924034530 |
| 1993-06-01 | 10.73238668229700 |
| 1993-07-01 | 10.39488357015630 |
| 1993-08-01 | 10.16788800245150 |
| 1993-09-01 | 10.10092525701330 |
| 1993-10-01 | 10.24303595673150 |
| 1993-11-01 | 10.37670985499260 |
| 1993-12-01 | 10.40856518786070 |
| 1994-01-01 | 10.53299200149540 |
| 1994-02-01 | 10.49914032359240 |
| 1994-03-01 | 10.49087179142090 |
| 1994-04-01 | 10.59540298401560 |
| 1994-05-01 | 10.69591991992590 |
| 1994-06-01 | 10.56302548526720 |
| 1994-07-01 | 10.84541441000230 |
| 1994-08-01 | 11.10741251295530 |
| 1994-09-01 | 10.89514503967470 |
| 1994-10-01 | 10.93138658144930 |
| 1994-11-01 | 10.88549041570340 |
| 1994-12-01 | 10.97272487678900 |
| 1995-01-01 | 11.02426482409810 |
| 1995-02-01 | 10.96326788590700 |
| 1995-03-01 | 11.06270316106000 |
| 1995-04-01 | 11.06577427213990 |
| 1995-05-01 | 11.11218788189550 |
| 1995-06-01 | 11.21034827882950 |
| 1995-07-01 | 11.20707576622030 |
| 1995-08-01 | 11.14068296147330 |
| 1995-09-01 | 11.28812757997580 |
| 1995-10-01 | 11.20888509456350 |
| 1995-11-01 | 11.28472798546430 |
| 1995-12-01 | 11.44097321061460 |
| 1996-01-01 | 11.31754444796900 |
| 1996-02-01 | 11.42846236894400 |
| 1996-03-01 | 11.33143732569100 |
| 1996-04-01 | 10.43955979933420 |
| 1996-05-01 | 10.44336712768570 |
| 1996-06-01 | 10.35432435414870 |
| 1996-07-01 | 10.36874274278800 |
| 1996-08-01 | 10.46985587452540 |
| 1996-09-01 | 10.47455993046830 |
| 1996-10-01 | 10.58446382512010 |
| 1996-11-01 | 10.46811508865460 |
| 1996-12-01 | 10.60731207300500 |
| 1997-01-01 | 10.82120919894350 |
| 1997-02-01 | 10.70514878358230 |
| 1997-03-01 | 10.81781677875100 |
| 1997-04-01 | 10.81871242547680 |
| 1997-05-01 | 10.76159602674370 |
| 1997-06-01 | 10.79988446896080 |
| 1997-07-01 | 10.82693364777680 |
| 1997-08-01 | 10.87978295543870 |
| 1997-09-01 | 10.75844929548540 |
| 1997-10-01 | 11.05822148827100 |
| 1997-11-01 | 11.14391462446340 |
| 1997-12-01 | 11.08053464832880 |
| 1998-01-01 | 11.13185467533090 |
| 1998-02-01 | 11.20063377157140 |
| 1998-03-01 | 11.21947590211450 |
| 1998-04-01 | 11.20094025944870 |
| 1998-05-01 | 11.27318267859390 |
| 1998-06-01 | 11.32665523907310 |
| 1998-07-01 | 11.37288800603920 |
| 1998-08-01 | 11.38485812678460 |
| 1998-09-01 | 11.34180692218500 |
| 1998-10-01 | 11.23433172915460 |
| 1998-11-01 | 11.41590546134170 |
| 1998-12-01 | 11.35377672788130 |
| 1999-01-01 | 11.54878008850740 |
| 1999-02-01 | 11.41537202020440 |
| 1999-03-01 | 11.44230597431600 |
| 1999-04-01 | 11.08757629527240 |
| 1999-05-01 | 11.16579391934130 |
| 1999-06-01 | 11.23305218920970 |
| 1999-07-01 | 11.31465196230470 |
| 1999-08-01 | 11.28042814393490 |
| 1999-09-01 | 11.32232431100340 |
| 1999-10-01 | 11.31617148243810 |
| 1999-11-01 | 11.29977451858260 |
| 1999-12-01 | 11.33100153516090 |
| 2000-01-01 | 11.26232116548890 |
| 2000-02-01 | 11.24890682380770 |
| 2000-03-01 | 11.26839052381730 |
| 2000-04-01 | 11.37109014793060 |
| 2000-05-01 | 11.44770049276610 |
| 2000-06-01 | 11.42719436214600 |
| 2000-07-01 | 11.44940889592000 |
| 2000-08-01 | 11.57585027258130 |
| 2000-09-01 | 11.70538159363750 |
| 2000-10-01 | 11.60200345560310 |
| 2000-11-01 | 11.69471645769340 |
| 2000-12-01 | 11.60636069967240 |
| 2001-01-01 | 11.87679978154390 |
| 2001-02-01 | 11.98947683061350 |
| 2001-03-01 | 11.89547940582260 |
| 2001-04-01 | 12.05334308405300 |
| 2001-05-01 | 12.11509609941000 |
| 2001-06-01 | 12.31832983241020 |
| 2001-07-01 | 12.18911866938550 |
| 2001-08-01 | 12.06251722078840 |
| 2001-09-01 | 12.09361486616660 |
| 2001-10-01 | 12.19279181042650 |
| 2001-11-01 | 12.19952645476350 |
| 2001-12-01 | 12.28711941181560 |
| 2002-01-01 | 12.18396668350520 |
| 2002-02-01 | 12.22267546392720 |
| 2002-03-01 | 12.31142602122360 |
| 2002-04-01 | 12.33997297284000 |
| 2002-05-01 | 12.38922877781330 |
| 2002-06-01 | 12.61695426784180 |
| 2002-07-01 | 12.51679941200460 |
| 2002-08-01 | 12.65379008044550 |
| 2002-09-01 | 12.78866399914610 |
| 2002-10-01 | 12.78211221764790 |
| 2002-11-01 | 12.80082838052010 |
| 2002-12-01 | 12.77077768631290 |
| 2003-01-01 | 12.78904155668830 |
| 2003-02-01 | 12.64825184350080 |
| 2003-03-01 | 12.71478996235150 |
| 2003-04-01 | 12.73770325486330 |
| 2003-05-01 | 12.67513424682330 |
| 2003-06-01 | 12.52185471117790 |
| 2003-07-01 | 12.43779306171490 |
| 2003-08-01 | 12.44650987924630 |
| 2003-09-01 | 12.27756751439360 |
| 2003-10-01 | 12.27710829502190 |
| 2003-11-01 | 12.19827012863730 |
| 2003-12-01 | 12.15989381865040 |
| 2004-01-01 | 12.18869985051040 |
| 2004-02-01 | 12.15996328116610 |
| 2004-03-01 | 12.20884455575130 |
| 2004-04-01 | 12.24533343966540 |
| 2004-05-01 | 12.27889053659350 |
| 2004-06-01 | 12.34003630881110 |
| 2004-07-01 | 12.14419945475480 |
| 2004-08-01 | 12.13962378185120 |
| 2004-09-01 | 12.06174086536120 |
| 2004-10-01 | 12.06933647642460 |
| 2004-11-01 | 12.09695631658730 |
| 2004-12-01 | 12.14969329345380 |
| 2005-01-01 | 11.99079491329780 |
| 2005-02-01 | 12.16297357026260 |
| 2005-03-01 | 12.30222222912710 |
| 2005-04-01 | 12.05849043516800 |
| 2005-05-01 | 12.09125425424010 |
| 2005-06-01 | 12.16078735832580 |
| 2005-07-01 | 12.24635278593320 |
| 2005-08-01 | 12.12868052484100 |
| 2005-09-01 | 12.33712697701190 |
| 2005-10-01 | 12.36678047330840 |
| 2005-11-01 | 12.40043012851060 |
| 2005-12-01 | 12.33563526054400 |
| 2006-01-01 | 12.89666746271120 |
| 2006-02-01 | 12.85873335600830 |
| 2006-03-01 | 12.89854955377010 |
| 2006-04-01 | 12.97487291874130 |
| 2006-05-01 | 13.10907306814200 |
| 2006-06-01 | 12.98327347265070 |
| 2006-07-01 | 13.03758390036040 |
| 2006-08-01 | 13.01825660352450 |
| 2006-09-01 | 13.11139038160600 |
| 2006-10-01 | 13.66205762378710 |
| 2006-11-01 | 13.70529431254330 |
| 2006-12-01 | 13.72379108501020 |
| 2007-01-01 | 13.10525238062740 |
| 2007-02-01 | 13.16448341080020 |
| 2007-03-01 | 13.19549206881180 |
| 2007-04-01 | 13.18263154978200 |
| 2007-05-01 | 13.22309312363310 |
| 2007-06-01 | 13.29304278231150 |
| 2007-07-01 | 13.33852773810990 |
| 2007-08-01 | 13.40952833882060 |
| 2007-09-01 | 13.48772064246750 |
| 2007-10-01 | 13.56098163874610 |
| 2007-11-01 | 13.61408420362010 |
| 2007-12-01 | 13.70673439142930 |
| 2008-01-01 | 13.80965067307720 |
| 2008-02-01 | 13.97879489658630 |
| 2008-03-01 | 13.99156605619730 |
| 2008-04-01 | 13.88090003431480 |
| 2008-05-01 | 14.02954767674700 |
| 2008-06-01 | 14.09836913858980 |
| 2008-07-01 | 14.14728953976300 |
| 2008-08-01 | 14.20749179509980 |
| 2008-09-01 | 14.17805337145430 |
| 2008-10-01 | 13.95832597958410 |
| 2008-11-01 | 14.11759905196640 |
| 2008-12-01 | 14.19508933307150 |
| 2009-01-01 | 14.10719377230790 |
| 2009-02-01 | 14.09175226318650 |
| 2009-03-01 | 14.08686220762620 |
| 2009-04-01 | 13.97285477105470 |
| 2009-05-01 | 14.12621430259190 |
| 2009-06-01 | 14.08991927740550 |
| 2009-07-01 | 14.27047196407540 |
| 2009-08-01 | 14.32117300608680 |
| 2009-09-01 | 14.28350113929540 |
| 2009-10-01 | 14.25802766516190 |
| 2009-11-01 | 14.41378982091890 |
| 2009-12-01 | 14.17440328807700 |
| 2010-01-01 | 14.30195302595660 |
| 2010-02-01 | 14.29907674750250 |
| 2010-03-01 | 14.18091224079150 |
| 2010-04-01 | 14.56672895117450 |
| 2010-05-01 | 14.61744919737690 |
| 2010-06-01 | 14.67967824606390 |
| 2010-07-01 | 14.59125559647390 |
| 2010-08-01 | 14.65314658229490 |
| 2010-09-01 | 14.59908067921030 |
| 2010-10-01 | 14.55657897930680 |
| 2010-11-01 | 14.49361482482320 |
| 2010-12-01 | 14.56464132472840 |
| 2011-01-01 | 14.49261985602610 |
| 2011-02-01 | 14.40155237166790 |
| 2011-03-01 | 14.37738453436250 |
| 2011-04-01 | 14.36214136708130 |
| 2011-05-01 | 14.30350333581340 |
| 2011-06-01 | 14.26149824275240 |
| 2011-07-01 | 14.41155606632300 |
| 2011-08-01 | 14.49335767582890 |
| 2011-09-01 | 14.62309906209720 |
| 2011-10-01 | 14.74880512771660 |
| 2011-11-01 | 14.87146804078130 |
| 2011-12-01 | 14.95857859623540 |
| 2012-01-01 | 15.08144644702060 |
| 2012-02-01 | 15.20075322185290 |
| 2012-03-01 | 15.18017077672170 |
| 2012-04-01 | 15.16397227734240 |
| 2012-05-01 | 15.18954466407770 |
| 2012-06-01 | 15.24657441912430 |
| 2012-07-01 | 15.11611493802320 |
| 2012-08-01 | 15.12715122274310 |
| 2012-09-01 | 15.04602109457070 |
| 2012-10-01 | 15.33657527294310 |
| 2012-11-01 | 15.25380504774990 |
| 2012-12-01 | 15.26795128078570 |
| 2013-01-01 | 15.17485143475930 |
| 2013-02-01 | 15.19096760231190 |
| 2013-03-01 | 15.19132883967270 |
| 2013-04-01 | 15.17199359979250 |
| 2013-05-01 | 15.17495252862650 |
| 2013-06-01 | 15.12974085230190 |
| 2013-07-01 | 15.11199621307280 |
| 2013-08-01 | 15.04155885518390 |
| 2013-09-01 | 15.06438830027480 |
| 2013-10-01 | 15.02213752337340 |
| 2013-11-01 | 15.15172799426180 |
| 2013-12-01 | 15.08030383345310 |
| 2014-01-01 | 15.07699985137040 |
| 2014-02-01 | 15.08219332076770 |
| 2014-03-01 | 15.10953476511940 |
| 2014-04-01 | 15.07931117592320 |
| 2014-05-01 | 15.05691654643050 |
| 2014-06-01 | 15.02067634742210 |
| 2014-07-01 | 14.99657988179390 |
| 2014-08-01 | 14.93908526529550 |
| 2014-09-01 | 14.87183099093030 |
| 2014-10-01 | 15.01722714411240 |
| 2014-11-01 | 14.95638086179920 |
| 2014-12-01 | 14.90153611979930 |
| 2015-01-01 | 14.98736136087710 |
| 2015-02-01 | 14.87289357644650 |
| 2015-03-01 | 14.92032611889710 |
| 2015-04-01 | 14.98044464872030 |
| 2015-05-01 | 15.04735443846620 |
| 2015-06-01 | 15.10053232072680 |
| 2015-07-01 | 15.19045091286250 |
| 2015-08-01 | 15.33071167840230 |
| 2015-09-01 | 15.37608988424010 |
| 2015-10-01 | 15.21754510193160 |
| 2015-11-01 | 15.17033387230390 |
| 2015-12-01 | 15.12527058600730 |
| 2016-01-01 | 15.29046375983490 |
| 2016-02-01 | 15.36087147380770 |
| 2016-03-01 | 15.32017304301360 |
| 2016-04-01 | 15.37724531046990 |
| 2016-05-01 | 15.44283439514660 |
| 2016-06-01 | 15.37668223982580 |
| 2016-07-01 | 15.59664351621350 |
| 2016-08-01 | 15.63113347444540 |
| 2016-09-01 | 15.58019972977230 |
| 2016-10-01 | 15.63095043482540 |
| 2016-11-01 | 15.57923648395410 |
| 2016-12-01 | 15.64293282689890 |
| 2017-01-01 | 15.58711748354870 |
| 2017-02-01 | 15.63827824036380 |
| 2017-03-01 | 15.60618274895830 |
| 2017-04-01 | 15.67391605991360 |
| 2017-05-01 | 15.74885682555190 |
| 2017-06-01 | 15.64545812433770 |
| 2017-07-01 | 15.71751159042270 |
| 2017-08-01 | 15.74982951183700 |
| 2017-09-01 | 15.78626466742970 |
| 2017-10-01 | 15.74600797029150 |
| 2017-11-01 | 15.78140217764020 |
| 2017-12-01 | 15.75669123674600 |
| 2018-01-01 | 15.67118654394490 |
| 2018-02-01 | 15.71280436060990 |
| 2018-03-01 | 15.78895957200150 |
| 2018-04-01 | 15.77143532269230 |
| 2018-05-01 | 15.65699434220300 |
| 2018-06-01 | 15.81683560815870 |
| 2018-07-01 | 15.73924665343710 |
| 2018-08-01 | 15.78260515605340 |
| 2018-09-01 | 15.79353263258040 |
| 2018-10-01 | 15.76563278950240 |
| 2018-11-01 | 15.76540186455050 |
| 2018-12-01 | 15.75751837887420 |
| 2019-01-01 | 15.95996698243400 |
| 2019-02-01 | 15.99400491961460 |
| 2019-03-01 | 16.07575090849590 |
| 2019-04-01 | 16.07166591394340 |
| 2019-05-01 | 16.17200639590520 |
| 2019-06-01 | 16.19303554674120 |
| 2019-07-01 | 16.15213025519030 |
| 2019-08-01 | 16.21360664754940 |
| 2019-09-01 | 16.19568944715550 |
| 2019-10-01 | 16.27424980814310 |
| 2019-11-01 | 16.34652501246730 |
| 2019-12-01 | 16.46179929137450 |
| 2020-01-01 | 16.34435138631540 |
| 2020-02-01 | 16.28977742809840 |
| 2020-03-01 | 16.37635826205500 |
| 2020-04-01 | 15.27641379704520 |
| 2020-05-01 | 15.88373621187540 |
| 2020-06-01 | 16.08120400950630 |
| 2020-07-01 | 16.05552854785390 |
| 2020-08-01 | 16.02274076607400 |
| 2020-09-01 | 16.19566191295810 |
| 2020-10-01 | 16.27466445611570 |
| 2020-11-01 | 16.32255960125300 |
| 2020-12-01 | 16.35971622840020 |
| 2021-01-01 | 16.64249805255850 |
| 2021-02-01 | 16.69519923683940 |
| 2021-03-01 | 16.89196533544900 |
| 2021-04-01 | 16.68576770968450 |
| 2021-05-01 | 16.59576801585660 |
| 2021-06-01 | 16.58816253828130 |
| 2021-07-01 | 16.44903225867170 |
| 2021-08-01 | 16.20601442548050 |
| 2021-09-01 | 15.98436686896020 |
| 2021-10-01 | 15.96123129613680 |
| 2021-11-01 | 15.90726543736480 |
| 2021-12-01 | 15.75873592676430 |
| 2022-01-01 | 15.45137948861770 |
| 2022-02-01 | 15.40827041271630 |
| 2022-03-01 | 15.31383048789240 |
| 2022-04-01 | 15.39781351659280 |
| 2022-05-01 | 15.50246735468520 |
| 2022-06-01 | 15.51041721068390 |
| 2022-07-01 | 15.63922360619450 |
| 2022-08-01 | 15.66742238655370 |
| 2022-09-01 | 15.77085424200690 |
| 2022-10-01 | 15.74522533881580 |
| 2022-11-01 | 15.79273653160340 |
| 2022-12-01 | 15.84923374238890 |
| 2023-01-01 | 15.97654227028310 |
| 2023-02-01 | 15.92444540397360 |
| 2023-03-01 | 16.13431604714520 |
| 2023-04-01 | 16.20583627820700 |
| 2023-05-01 | 16.20979416830360 |
| 2023-06-01 | 16.34573061650350 |
| 2023-07-01 | 16.22707946191870 |
| 2023-08-01 | 16.32348339587720 |
| 2023-09-01 | 16.25151454856010 |
| 2023-10-01 | 16.32756237392800 |
| 2023-11-01 | 16.38930393104040 |
| 2023-12-01 | 16.34339815727240 |
| 2024-01-01 | 16.49605286699070 |
| 2024-02-01 | 16.53927027561800 |
| 2024-03-01 | 16.54426863462100 |
| 2024-04-01 | 16.41191024936970 |
| 2024-05-01 | 16.51488329809900 |
| 2024-06-01 | 16.68085877491910 |
| 2024-07-01 | 16.92120456586540 |
| 2024-08-01 | 16.88378989717610 |
| 2024-09-01 | 16.94224945930170 |
| 2024-10-01 | 17.01342192020240 |
| 2024-11-01 | 16.98640529675720 |
| 2024-12-01 | 17.03650116609050 |
| 2025-01-01 | 16.90960313343810 |
| 2025-02-01 | 16.94528900270400 |
| 2025-03-01 | 16.94926604787240 |
| 2025-04-01 | 16.91461395166900 |
| 2025-05-01 | 17.01957387101480 |
| 2025-06-01 | 16.81490665049700 |
| 2025-07-01 | 17.01564043145990 |
| 2025-08-01 | 17.06189354750010 |
| 2025-09-01 | 17.03421204696090 |
| 2025-10-01 | 17.00149426384120 |
| 2025-11-01 | 16.98804819519550 |
| 2025-12-01 | 17.03125092711620 |
| 2026-01-01 | 17.01570012288820 |
| 2026-02-01 | 17.04620623675740 |
| 2026-03-01 | 17.04818922210780 |
| 2026-04-01 | 17.11733904393900 |
| 2026-05-01 | 17.02282389261110 |
| 2026-06-01 | 16.93570129224670 |
| 2026-07-01 | 17.01225061162270 |