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 2026-08-01 |
| Last Updated | 2026-09-18 12:10 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 | 8.5768552166 |
| 1990-02-01 | 8.6561020257 |
| 1990-03-01 | 8.8091954244 |
| 1990-04-01 | 8.0579423773 |
| 1990-05-01 | 7.7959886297 |
| 1990-06-01 | 7.8034600570 |
| 1990-07-01 | 8.4435884243 |
| 1990-08-01 | 8.6023318303 |
| 1990-09-01 | 8.1055863155 |
| 1990-10-01 | 8.8439063774 |
| 1990-11-01 | 8.7394538753 |
| 1990-12-01 | 9.0698828714 |
| 1991-01-01 | 9.3725298025 |
| 1991-02-01 | 9.4531360210 |
| 1991-03-01 | 9.4116938483 |
| 1991-04-01 | 9.5529747021 |
| 1991-05-01 | 9.5934866934 |
| 1991-06-01 | 9.8043403424 |
| 1991-07-01 | 9.8493621772 |
| 1991-08-01 | 9.9114380403 |
| 1991-09-01 | 9.4067931230 |
| 1991-10-01 | 9.9442141157 |
| 1991-11-01 | 9.9480437255 |
| 1991-12-01 | 10.2618217671 |
| 1992-01-01 | 9.9591384949 |
| 1992-02-01 | 9.9448665628 |
| 1992-03-01 | 10.0151857743 |
| 1992-04-01 | 10.0427822672 |
| 1992-05-01 | 10.1910780972 |
| 1992-06-01 | 10.1084104298 |
| 1992-07-01 | 10.2638233642 |
| 1992-08-01 | 11.1356344692 |
| 1992-09-01 | 10.3047085581 |
| 1992-10-01 | 10.3477958758 |
| 1992-11-01 | 10.4600896041 |
| 1992-12-01 | 10.3392027098 |
| 1993-01-01 | 10.3453931977 |
| 1993-02-01 | 10.4275299829 |
| 1993-03-01 | 10.5105257895 |
| 1993-04-01 | 9.9236406339 |
| 1993-05-01 | 9.9861690507 |
| 1993-06-01 | 10.7323808036 |
| 1993-07-01 | 10.3948867188 |
| 1993-08-01 | 10.1678959613 |
| 1993-09-01 | 10.1009070626 |
| 1993-10-01 | 10.2430378973 |
| 1993-11-01 | 10.3767140372 |
| 1993-12-01 | 10.4085661870 |
| 1994-01-01 | 10.5329943350 |
| 1994-02-01 | 10.4991435656 |
| 1994-03-01 | 10.4908752154 |
| 1994-04-01 | 10.5954013830 |
| 1994-05-01 | 10.6959190814 |
| 1994-06-01 | 10.5630203647 |
| 1994-07-01 | 10.8454141382 |
| 1994-08-01 | 11.1074173255 |
| 1994-09-01 | 10.8951327309 |
| 1994-10-01 | 10.9313881267 |
| 1994-11-01 | 10.8854931602 |
| 1994-12-01 | 10.9727262609 |
| 1995-01-01 | 11.0242681660 |
| 1995-02-01 | 10.9632720890 |
| 1995-03-01 | 11.0627080892 |
| 1995-04-01 | 11.0657708628 |
| 1995-05-01 | 11.1121856243 |
| 1995-06-01 | 11.2103432482 |
| 1995-07-01 | 11.2070743005 |
| 1995-08-01 | 11.1406851788 |
| 1995-09-01 | 11.2881210193 |
| 1995-10-01 | 11.2088864300 |
| 1995-11-01 | 11.2847292267 |
| 1995-12-01 | 11.4409747585 |
| 1996-01-01 | 11.3175481426 |
| 1996-02-01 | 11.4284665185 |
| 1996-03-01 | 11.3314425240 |
| 1996-04-01 | 10.4395556827 |
| 1996-05-01 | 10.4433639271 |
| 1996-06-01 | 10.3543202286 |
| 1996-07-01 | 10.3687410336 |
| 1996-08-01 | 10.4698562318 |
| 1996-09-01 | 10.4745566492 |
| 1996-10-01 | 10.5844657103 |
| 1996-11-01 | 10.4681153087 |
| 1996-12-01 | 10.6073132561 |
| 1997-01-01 | 10.8212127928 |
| 1997-02-01 | 10.7051524901 |
| 1997-03-01 | 10.8178220014 |
| 1997-04-01 | 10.8187077174 |
| 1997-05-01 | 10.7615923992 |
| 1997-06-01 | 10.7998817123 |
| 1997-07-01 | 10.8269317915 |
| 1997-08-01 | 10.8797822833 |
| 1997-09-01 | 10.7584488400 |
| 1997-10-01 | 11.0582233856 |
| 1997-11-01 | 11.1439141419 |
| 1997-12-01 | 11.0805354888 |
| 1998-01-01 | 11.1318577299 |
| 1998-02-01 | 11.2006361680 |
| 1998-03-01 | 11.2194797814 |
| 1998-04-01 | 11.2009367439 |
| 1998-05-01 | 11.2731797538 |
| 1998-06-01 | 11.3266532362 |
| 1998-07-01 | 11.3728866841 |
| 1998-08-01 | 11.3848574687 |
| 1998-09-01 | 11.3418068342 |
| 1998-10-01 | 11.2343337138 |
| 1998-11-01 | 11.4159048984 |
| 1998-12-01 | 11.3537773249 |
| 1999-01-01 | 11.5487822495 |
| 1999-02-01 | 11.4153732215 |
| 1999-03-01 | 11.4423083288 |
| 1999-04-01 | 11.0875741845 |
| 1999-05-01 | 11.1657920228 |
| 1999-06-01 | 11.2330506734 |
| 1999-07-01 | 11.3146511574 |
| 1999-08-01 | 11.2804278199 |
| 1999-09-01 | 11.3223243163 |
| 1999-10-01 | 11.3161732901 |
| 1999-11-01 | 11.2997740358 |
| 1999-12-01 | 11.3310020018 |
| 2000-01-01 | 11.2623226581 |
| 2000-02-01 | 11.2489065126 |
| 2000-03-01 | 11.2683915491 |
| 2000-04-01 | 11.3710894740 |
| 2000-05-01 | 11.4476995213 |
| 2000-06-01 | 11.4271931686 |
| 2000-07-01 | 11.4494085067 |
| 2000-08-01 | 11.5758502349 |
| 2000-09-01 | 11.7053817691 |
| 2000-10-01 | 11.6020048644 |
| 2000-11-01 | 11.6947165402 |
| 2000-12-01 | 11.6063610441 |
| 2001-01-01 | 11.8768005885 |
| 2001-02-01 | 11.9894755564 |
| 2001-03-01 | 11.8954799093 |
| 2001-04-01 | 12.0533425229 |
| 2001-05-01 | 12.1150954609 |
| 2001-06-01 | 12.3183286121 |
| 2001-07-01 | 12.1891186253 |
| 2001-08-01 | 12.0625176007 |
| 2001-09-01 | 12.0936156555 |
| 2001-10-01 | 12.1927934625 |
| 2001-11-01 | 12.1995274907 |
| 2001-12-01 | 12.2871201298 |
| 2002-01-01 | 12.1839662497 |
| 2002-02-01 | 12.2226731079 |
| 2002-03-01 | 12.3114256515 |
| 2002-04-01 | 12.3399720304 |
| 2002-05-01 | 12.3892279858 |
| 2002-06-01 | 12.6169527921 |
| 2002-07-01 | 12.5167995512 |
| 2002-08-01 | 12.6537913318 |
| 2002-09-01 | 12.7886657909 |
| 2002-10-01 | 12.7821147128 |
| 2002-11-01 | 12.8008311978 |
| 2002-12-01 | 12.7707806569 |
| 2003-01-01 | 12.7890378196 |
| 2003-02-01 | 12.6482478143 |
| 2003-03-01 | 12.7147879871 |
| 2003-04-01 | 12.7377014624 |
| 2003-05-01 | 12.6751330117 |
| 2003-06-01 | 12.5218530161 |
| 2003-07-01 | 12.4377935827 |
| 2003-08-01 | 12.4465125092 |
| 2003-09-01 | 12.2775711925 |
| 2003-10-01 | 12.2771116848 |
| 2003-11-01 | 12.1982749908 |
| 2003-12-01 | 12.1599001426 |
| 2004-01-01 | 12.1886916223 |
| 2004-02-01 | 12.1599566928 |
| 2004-03-01 | 12.2088408591 |
| 2004-04-01 | 12.2453305263 |
| 2004-05-01 | 12.2788887169 |
| 2004-06-01 | 12.3400349076 |
| 2004-07-01 | 12.1442006201 |
| 2004-08-01 | 12.1396279103 |
| 2004-09-01 | 12.0617464338 |
| 2004-10-01 | 12.0693406519 |
| 2004-11-01 | 12.0969629646 |
| 2004-12-01 | 12.1497026373 |
| 2005-01-01 | 11.9907826187 |
| 2005-02-01 | 12.1629647659 |
| 2005-03-01 | 12.3022166834 |
| 2005-04-01 | 12.0584865484 |
| 2005-05-01 | 12.0912520666 |
| 2005-06-01 | 12.1607865384 |
| 2005-07-01 | 12.2463547449 |
| 2005-08-01 | 12.1286859233 |
| 2005-09-01 | 12.3371340054 |
| 2005-10-01 | 12.3667848469 |
| 2005-11-01 | 12.4004374719 |
| 2005-12-01 | 12.3356457752 |
| 2006-01-01 | 12.8966532476 |
| 2006-02-01 | 12.8587236093 |
| 2006-03-01 | 12.8985429900 |
| 2006-04-01 | 12.9748683853 |
| 2006-05-01 | 13.1090709064 |
| 2006-06-01 | 12.9832733590 |
| 2006-07-01 | 13.0375862787 |
| 2006-08-01 | 13.0182627638 |
| 2006-09-01 | 13.1113973092 |
| 2006-10-01 | 13.6620616375 |
| 2006-11-01 | 13.7053011626 |
| 2006-12-01 | 13.7238017875 |
| 2007-01-01 | 13.1052383916 |
| 2007-02-01 | 13.1644740041 |
| 2007-03-01 | 13.1954853513 |
| 2007-04-01 | 13.1826271118 |
| 2007-05-01 | 13.2230913673 |
| 2007-06-01 | 13.2930432049 |
| 2007-07-01 | 13.3385302133 |
| 2007-08-01 | 13.4095343986 |
| 2007-09-01 | 13.4877267079 |
| 2007-10-01 | 13.5609843967 |
| 2007-11-01 | 13.6140893835 |
| 2007-12-01 | 13.7067435346 |
| 2008-01-01 | 13.8096394414 |
| 2008-02-01 | 13.9787870404 |
| 2008-03-01 | 13.9915603812 |
| 2008-04-01 | 13.8808962845 |
| 2008-05-01 | 14.0295464740 |
| 2008-06-01 | 14.0983700348 |
| 2008-07-01 | 14.1472916199 |
| 2008-08-01 | 14.2074968125 |
| 2008-09-01 | 14.1780574795 |
| 2008-10-01 | 13.9583276558 |
| 2008-11-01 | 14.1176020965 |
| 2008-12-01 | 14.1950957083 |
| 2009-01-01 | 14.1071868615 |
| 2009-02-01 | 14.0917468252 |
| 2009-03-01 | 14.0868579961 |
| 2009-04-01 | 13.9728520854 |
| 2009-05-01 | 14.1262135932 |
| 2009-06-01 | 14.0899202671 |
| 2009-07-01 | 14.2704734003 |
| 2009-08-01 | 14.3211765108 |
| 2009-09-01 | 14.2835033058 |
| 2009-10-01 | 14.2580285045 |
| 2009-11-01 | 14.4137910562 |
| 2009-12-01 | 14.1744065690 |
| 2010-01-01 | 14.3019501220 |
| 2010-02-01 | 14.2990739316 |
| 2010-03-01 | 14.1809096835 |
| 2010-04-01 | 14.5667271500 |
| 2010-05-01 | 14.6174488328 |
| 2010-06-01 | 14.6796790892 |
| 2010-07-01 | 14.5912561998 |
| 2010-08-01 | 14.6531487315 |
| 2010-09-01 | 14.5990811604 |
| 2010-10-01 | 14.5565793304 |
| 2010-11-01 | 14.4936151524 |
| 2010-12-01 | 14.5646433271 |
| 2011-01-01 | 14.4926189143 |
| 2011-02-01 | 14.4015511557 |
| 2011-03-01 | 14.3773831453 |
| 2011-04-01 | 14.3621403481 |
| 2011-05-01 | 14.3035030699 |
| 2011-06-01 | 14.2614987781 |
| 2011-07-01 | 14.4115561623 |
| 2011-08-01 | 14.4933587730 |
| 2011-09-01 | 14.6230990768 |
| 2011-10-01 | 14.7488050458 |
| 2011-11-01 | 14.8714681837 |
| 2011-12-01 | 14.9585800287 |
| 2012-01-01 | 15.0814460986 |
| 2012-02-01 | 15.2007528048 |
| 2012-03-01 | 15.1801701164 |
| 2012-04-01 | 15.1639716697 |
| 2012-05-01 | 15.1895443258 |
| 2012-06-01 | 15.2465747475 |
| 2012-07-01 | 15.1161148275 |
| 2012-08-01 | 15.1271516130 |
| 2012-09-01 | 15.0460210791 |
| 2012-10-01 | 15.3365750604 |
| 2012-11-01 | 15.2538054423 |
| 2012-12-01 | 15.2679523075 |
| 2013-01-01 | 15.1748514036 |
| 2013-02-01 | 15.1909675235 |
| 2013-03-01 | 15.1913284726 |
| 2013-04-01 | 15.1719932668 |
| 2013-05-01 | 15.1749521394 |
| 2013-06-01 | 15.1297399639 |
| 2013-07-01 | 15.1119965168 |
| 2013-08-01 | 15.0415592016 |
| 2013-09-01 | 15.0643882094 |
| 2013-10-01 | 15.0221372866 |
| 2013-11-01 | 15.1517288116 |
| 2013-12-01 | 15.0803045992 |
| 2014-01-01 | 15.0770001656 |
| 2014-02-01 | 15.0821936695 |
| 2014-03-01 | 15.1095347786 |
| 2014-04-01 | 15.0793110190 |
| 2014-05-01 | 15.0569155096 |
| 2014-06-01 | 15.0206740802 |
| 2014-07-01 | 14.9965801976 |
| 2014-08-01 | 14.9390853310 |
| 2014-09-01 | 14.8718303849 |
| 2014-10-01 | 15.0172269566 |
| 2014-11-01 | 14.9563828781 |
| 2014-12-01 | 14.9015383681 |
| 2015-01-01 | 14.9873625491 |
| 2015-02-01 | 14.8728942780 |
| 2015-03-01 | 14.9203261169 |
| 2015-04-01 | 14.9804445574 |
| 2015-05-01 | 15.0473509409 |
| 2015-06-01 | 15.1005284998 |
| 2015-07-01 | 15.1904506145 |
| 2015-08-01 | 15.3307104847 |
| 2015-09-01 | 15.3760881547 |
| 2015-10-01 | 15.2175454529 |
| 2015-11-01 | 15.1703383757 |
| 2015-12-01 | 15.1252791812 |
| 2016-01-01 | 15.2904666387 |
| 2016-02-01 | 15.3608717093 |
| 2016-03-01 | 15.3201711781 |
| 2016-04-01 | 15.3772439105 |
| 2016-05-01 | 15.4428282897 |
| 2016-06-01 | 15.3766785122 |
| 2016-07-01 | 15.5966424469 |
| 2016-08-01 | 15.6311304119 |
| 2016-09-01 | 15.5801932560 |
| 2016-10-01 | 15.6309438080 |
| 2016-11-01 | 15.5792321470 |
| 2016-12-01 | 15.6429643852 |
| 2017-01-01 | 15.5871231268 |
| 2017-02-01 | 15.6382884495 |
| 2017-03-01 | 15.6061812026 |
| 2017-04-01 | 15.6739229794 |
| 2017-05-01 | 15.7488526977 |
| 2017-06-01 | 15.6454545588 |
| 2017-07-01 | 15.7175055476 |
| 2017-08-01 | 15.7498120775 |
| 2017-09-01 | 15.7862299623 |
| 2017-10-01 | 15.7459604925 |
| 2017-11-01 | 15.7813589994 |
| 2017-12-01 | 15.7567536436 |
| 2018-01-01 | 15.6712383126 |
| 2018-02-01 | 15.7129013028 |
| 2018-03-01 | 15.7889986533 |
| 2018-04-01 | 15.7714699801 |
| 2018-05-01 | 15.6569689307 |
| 2018-06-01 | 15.8167857292 |
| 2018-07-01 | 15.7391837224 |
| 2018-08-01 | 15.7825291036 |
| 2018-09-01 | 15.7935202757 |
| 2018-10-01 | 15.7654766087 |
| 2018-11-01 | 15.7652713570 |
| 2018-12-01 | 15.7575586415 |
| 2019-01-01 | 15.9602197764 |
| 2019-02-01 | 15.9941290300 |
| 2019-03-01 | 16.0761934182 |
| 2019-04-01 | 16.0716620367 |
| 2019-05-01 | 16.1718760290 |
| 2019-06-01 | 16.1928536724 |
| 2019-07-01 | 16.1519578111 |
| 2019-08-01 | 16.2134156077 |
| 2019-09-01 | 16.1956633298 |
| 2019-10-01 | 16.2740046574 |
| 2019-11-01 | 16.3462799261 |
| 2019-12-01 | 16.4617080088 |
| 2020-01-01 | 16.3446487722 |
| 2020-02-01 | 16.2906290234 |
| 2020-03-01 | 16.3770689349 |
| 2020-04-01 | 15.2764353724 |
| 2020-05-01 | 15.8837540441 |
| 2020-06-01 | 16.0800475318 |
| 2020-07-01 | 16.0554159908 |
| 2020-08-01 | 16.0225070945 |
| 2020-09-01 | 16.1956422873 |
| 2020-10-01 | 16.2743608215 |
| 2020-11-01 | 16.3222582971 |
| 2020-12-01 | 16.3594913338 |
| 2021-01-01 | 16.6428618211 |
| 2021-02-01 | 16.6967902310 |
| 2021-03-01 | 16.8928653311 |
| 2021-04-01 | 16.6855258222 |
| 2021-05-01 | 16.5966309894 |
| 2021-06-01 | 16.5857960245 |
| 2021-07-01 | 16.4486544931 |
| 2021-08-01 | 16.2058041442 |
| 2021-09-01 | 15.9843798412 |
| 2021-10-01 | 15.9609722067 |
| 2021-11-01 | 15.9070030364 |
| 2021-12-01 | 15.7584896850 |
| 2022-01-01 | 15.4517023373 |
| 2022-02-01 | 15.4106665980 |
| 2022-03-01 | 15.3145538833 |
| 2022-04-01 | 15.3973284417 |
| 2022-05-01 | 15.5041820161 |
| 2022-06-01 | 15.5068164798 |
| 2022-07-01 | 15.6385934007 |
| 2022-08-01 | 15.6673100329 |
| 2022-09-01 | 15.7710189309 |
| 2022-10-01 | 15.7451509494 |
| 2022-11-01 | 15.7926931786 |
| 2022-12-01 | 15.8490889257 |
| 2023-01-01 | 15.9769367419 |
| 2023-02-01 | 15.9268730193 |
| 2023-03-01 | 16.1350167828 |
| 2023-04-01 | 16.2045167006 |
| 2023-05-01 | 16.2122316528 |
| 2023-06-01 | 16.3417791068 |
| 2023-07-01 | 16.2258179666 |
| 2023-08-01 | 16.3237704502 |
| 2023-09-01 | 16.2519274127 |
| 2023-10-01 | 16.3278353693 |
| 2023-11-01 | 16.3895511064 |
| 2023-12-01 | 16.3434380037 |
| 2024-01-01 | 16.4963029583 |
| 2024-02-01 | 16.5416027757 |
| 2024-03-01 | 16.5444412953 |
| 2024-04-01 | 16.4101088594 |
| 2024-05-01 | 16.5174458782 |
| 2024-06-01 | 16.6765030057 |
| 2024-07-01 | 16.9186648170 |
| 2024-08-01 | 16.8863683338 |
| 2024-09-01 | 16.9428750192 |
| 2024-10-01 | 17.0139927883 |
| 2024-11-01 | 16.9869317831 |
| 2024-12-01 | 17.0367253614 |
| 2025-01-01 | 16.9097334348 |
| 2025-02-01 | 16.9467450148 |
| 2025-03-01 | 16.9490187788 |
| 2025-04-01 | 16.9121196850 |
| 2025-05-01 | 17.0222706840 |
| 2025-06-01 | 16.8109090531 |
| 2025-07-01 | 17.0112708629 |
| 2025-08-01 | 17.0671230599 |
| 2025-09-01 | 17.0350347364 |
| 2025-10-01 | 17.0022651665 |
| 2025-11-01 | 16.9887304111 |
| 2025-12-01 | 17.0316537824 |
| 2026-01-01 | 17.0157022986 |
| 2026-02-01 | 17.0467595111 |
| 2026-03-01 | 17.0475162636 |
| 2026-04-01 | 17.1147602691 |
| 2026-05-01 | 17.0250481409 |
| 2026-06-01 | 16.9321192865 |
| 2026-07-01 | 17.0062205787 |
| 2026-08-01 | 16.9612072105 |