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 2025-09-01 |
| Last Updated | 2025-12-12 2:01 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 | 8.57166893872927 |
| 1990-02-01 | 8.64926526196779 |
| 1990-03-01 | 8.80486106438138 |
| 1990-04-01 | 8.05871534684372 |
| 1990-05-01 | 7.81184206882514 |
| 1990-06-01 | 7.80119062462770 |
| 1990-07-01 | 8.44454770096272 |
| 1990-08-01 | 8.59420980776713 |
| 1990-09-01 | 8.10171452465374 |
| 1990-10-01 | 8.83808909099449 |
| 1990-11-01 | 8.74770900851253 |
| 1990-12-01 | 9.07570500540929 |
| 1991-01-01 | 9.36954344096573 |
| 1991-02-01 | 9.44892579872400 |
| 1991-03-01 | 9.41624846857272 |
| 1991-04-01 | 9.55785775626031 |
| 1991-05-01 | 9.60054362415372 |
| 1991-06-01 | 9.80022435192342 |
| 1991-07-01 | 9.84328552326543 |
| 1991-08-01 | 9.90151136780641 |
| 1991-09-01 | 9.40723669136661 |
| 1991-10-01 | 9.94319398720529 |
| 1991-11-01 | 9.94166708213082 |
| 1991-12-01 | 10.26739340598850 |
| 1992-01-01 | 9.96408096118508 |
| 1992-02-01 | 9.95155587775176 |
| 1992-03-01 | 10.02470442995390 |
| 1992-04-01 | 10.05159091764380 |
| 1992-05-01 | 10.18077581580040 |
| 1992-06-01 | 10.11193298856410 |
| 1992-07-01 | 10.24847476498650 |
| 1992-08-01 | 11.12042873787460 |
| 1992-09-01 | 10.31293235311010 |
| 1992-10-01 | 10.34759666429270 |
| 1992-11-01 | 10.44594212965930 |
| 1992-12-01 | 10.35178140849690 |
| 1993-01-01 | 10.34944999399290 |
| 1993-02-01 | 10.44006667073250 |
| 1993-03-01 | 10.52043319981560 |
| 1993-04-01 | 9.93356985861868 |
| 1993-05-01 | 9.98022835522538 |
| 1993-06-01 | 10.71717096197120 |
| 1993-07-01 | 10.37678455355470 |
| 1993-08-01 | 10.16072360664280 |
| 1993-09-01 | 10.10872463281090 |
| 1993-10-01 | 10.25273876969800 |
| 1993-11-01 | 10.36921662608190 |
| 1993-12-01 | 10.41544459545250 |
| 1994-01-01 | 10.52896246682930 |
| 1994-02-01 | 10.51085493559980 |
| 1994-03-01 | 10.50098736039850 |
| 1994-04-01 | 10.60087358601770 |
| 1994-05-01 | 10.68286258919740 |
| 1994-06-01 | 10.55618014669140 |
| 1994-07-01 | 10.83090392156140 |
| 1994-08-01 | 11.10806265070600 |
| 1994-09-01 | 10.89608284237570 |
| 1994-10-01 | 10.93972879677910 |
| 1994-11-01 | 10.90287613686200 |
| 1994-12-01 | 10.97153524360680 |
| 1995-01-01 | 11.01369970931310 |
| 1995-02-01 | 10.96517005408990 |
| 1995-03-01 | 11.06206503914980 |
| 1995-04-01 | 11.06046902893130 |
| 1995-05-01 | 11.11023429468680 |
| 1995-06-01 | 11.20119349493790 |
| 1995-07-01 | 11.20695668649270 |
| 1995-08-01 | 11.15662640684450 |
| 1995-09-01 | 11.28165058610880 |
| 1995-10-01 | 11.21742783897690 |
| 1995-11-01 | 11.30776614280370 |
| 1995-12-01 | 11.42858330625860 |
| 1996-01-01 | 11.31274721343060 |
| 1996-02-01 | 11.41363302153160 |
| 1996-03-01 | 11.33017864642100 |
| 1996-04-01 | 10.42751524899320 |
| 1996-05-01 | 10.43519600197090 |
| 1996-06-01 | 10.36677445058930 |
| 1996-07-01 | 10.38291428666460 |
| 1996-08-01 | 10.47767444518050 |
| 1996-09-01 | 10.47790719965390 |
| 1996-10-01 | 10.57945698976380 |
| 1996-11-01 | 10.48270675490120 |
| 1996-12-01 | 10.60354230197170 |
| 1997-01-01 | 10.81879226977840 |
| 1997-02-01 | 10.68792898037270 |
| 1997-03-01 | 10.79472556325480 |
| 1997-04-01 | 10.81045374139350 |
| 1997-05-01 | 10.77568117715980 |
| 1997-06-01 | 10.81229274663740 |
| 1997-07-01 | 10.83789413317870 |
| 1997-08-01 | 10.89060799879560 |
| 1997-09-01 | 10.76735109760050 |
| 1997-10-01 | 11.05076466978640 |
| 1997-11-01 | 11.13147031176670 |
| 1997-12-01 | 11.08408140598490 |
| 1998-01-01 | 11.13102344367650 |
| 1998-02-01 | 11.18468225691430 |
| 1998-03-01 | 11.20044376503080 |
| 1998-04-01 | 11.20503299136580 |
| 1998-05-01 | 11.28946766356890 |
| 1998-06-01 | 11.34150299145210 |
| 1998-07-01 | 11.37901495709240 |
| 1998-08-01 | 11.38208432335020 |
| 1998-09-01 | 11.34637354921930 |
| 1998-10-01 | 11.23168508998500 |
| 1998-11-01 | 11.40014967683840 |
| 1998-12-01 | 11.36226291692530 |
| 1999-01-01 | 11.54252378629990 |
| 1999-02-01 | 11.40705116466470 |
| 1999-03-01 | 11.42978901180060 |
| 1999-04-01 | 11.09275311681650 |
| 1999-05-01 | 11.18452448988900 |
| 1999-06-01 | 11.24717224072940 |
| 1999-07-01 | 11.30705019901180 |
| 1999-08-01 | 11.28247394779640 |
| 1999-09-01 | 11.31827072712500 |
| 1999-10-01 | 11.31608363188670 |
| 1999-11-01 | 11.28866189325370 |
| 1999-12-01 | 11.32611041924700 |
| 2000-01-01 | 11.26613819032490 |
| 2000-02-01 | 11.24331941025890 |
| 2000-03-01 | 11.28019938013810 |
| 2000-04-01 | 11.37421592907030 |
| 2000-05-01 | 11.44783175553390 |
| 2000-06-01 | 11.43093393970070 |
| 2000-07-01 | 11.45008904621390 |
| 2000-08-01 | 11.57495250878920 |
| 2000-09-01 | 11.69430592783790 |
| 2000-10-01 | 11.60392935815610 |
| 2000-11-01 | 11.69455139159880 |
| 2000-12-01 | 11.60079756583320 |
| 2001-01-01 | 11.88123867437150 |
| 2001-02-01 | 11.98608375805200 |
| 2001-03-01 | 11.91374170583950 |
| 2001-04-01 | 12.04895513588450 |
| 2001-05-01 | 12.11240601846910 |
| 2001-06-01 | 12.31212308056120 |
| 2001-07-01 | 12.18709067729430 |
| 2001-08-01 | 12.07145873268110 |
| 2001-09-01 | 12.08945598818670 |
| 2001-10-01 | 12.18566860690150 |
| 2001-11-01 | 12.20142188240520 |
| 2001-12-01 | 12.27927755875630 |
| 2002-01-01 | 12.19337015717200 |
| 2002-02-01 | 12.23551956400250 |
| 2002-03-01 | 12.32069946541430 |
| 2002-04-01 | 12.33174575328050 |
| 2002-05-01 | 12.37930345016320 |
| 2002-06-01 | 12.59861047817250 |
| 2002-07-01 | 12.53175082581060 |
| 2002-08-01 | 12.65355345974000 |
| 2002-09-01 | 12.78701310175240 |
| 2002-10-01 | 12.78134575617970 |
| 2002-11-01 | 12.80480182343270 |
| 2002-12-01 | 12.77257210502290 |
| 2003-01-01 | 12.78926388163480 |
| 2003-02-01 | 12.66321366508580 |
| 2003-03-01 | 12.71513320990890 |
| 2003-04-01 | 12.72604895066150 |
| 2003-05-01 | 12.66218513472650 |
| 2003-06-01 | 12.51486589517950 |
| 2003-07-01 | 12.44933617314190 |
| 2003-08-01 | 12.43771870227790 |
| 2003-09-01 | 12.29026892455360 |
| 2003-10-01 | 12.27473806739030 |
| 2003-11-01 | 12.20238260718400 |
| 2003-12-01 | 12.16195834573320 |
| 2004-01-01 | 12.18660238630080 |
| 2004-02-01 | 12.17255468269830 |
| 2004-03-01 | 12.20685538448390 |
| 2004-04-01 | 12.23722674758820 |
| 2004-05-01 | 12.26364513890310 |
| 2004-06-01 | 12.33841180857330 |
| 2004-07-01 | 12.15430984024500 |
| 2004-08-01 | 12.13346027799950 |
| 2004-09-01 | 12.07177011737590 |
| 2004-10-01 | 12.07468399960020 |
| 2004-11-01 | 12.09491713308030 |
| 2004-12-01 | 12.14887275648280 |
| 2005-01-01 | 11.98578200284140 |
| 2005-02-01 | 12.16085336107410 |
| 2005-03-01 | 12.30232791618390 |
| 2005-04-01 | 12.06095247066510 |
| 2005-05-01 | 12.08735544526390 |
| 2005-06-01 | 12.16716941041320 |
| 2005-07-01 | 12.24174302814520 |
| 2005-08-01 | 12.13655630803450 |
| 2005-09-01 | 12.34086076228360 |
| 2005-10-01 | 12.36511800280440 |
| 2005-11-01 | 12.39054667713000 |
| 2005-12-01 | 12.33865318534850 |
| 2006-01-01 | 12.89266578134840 |
| 2006-02-01 | 12.85339467714740 |
| 2006-03-01 | 12.89837678588550 |
| 2006-04-01 | 12.97988522029550 |
| 2006-05-01 | 13.11551374077930 |
| 2006-06-01 | 12.98522191906690 |
| 2006-07-01 | 13.03617801407980 |
| 2006-08-01 | 13.02927844211350 |
| 2006-09-01 | 13.10304096406410 |
| 2006-10-01 | 13.66057784955460 |
| 2006-11-01 | 13.70095145801790 |
| 2006-12-01 | 13.72065890284200 |
| 2007-01-01 | 13.10648984896270 |
| 2007-02-01 | 13.15323238994200 |
| 2007-03-01 | 13.19371533996370 |
| 2007-04-01 | 13.19361776086110 |
| 2007-05-01 | 13.23567503882860 |
| 2007-06-01 | 13.30094689010190 |
| 2007-07-01 | 13.33124415903340 |
| 2007-08-01 | 13.40616944276720 |
| 2007-09-01 | 13.47631930919940 |
| 2007-10-01 | 13.55657473105570 |
| 2007-11-01 | 13.61660800136820 |
| 2007-12-01 | 13.71231783263400 |
| 2008-01-01 | 13.81721863894170 |
| 2008-02-01 | 13.97098624899990 |
| 2008-03-01 | 13.99301117629840 |
| 2008-04-01 | 13.88805421269820 |
| 2008-05-01 | 14.03579717305750 |
| 2008-06-01 | 14.10318404375070 |
| 2008-07-01 | 14.13983190660710 |
| 2008-08-01 | 14.18736879001670 |
| 2008-09-01 | 14.16668072649550 |
| 2008-10-01 | 13.96099755910440 |
| 2008-11-01 | 14.13087512292320 |
| 2008-12-01 | 14.19007243933900 |
| 2009-01-01 | 14.11837925962770 |
| 2009-02-01 | 14.09911764526820 |
| 2009-03-01 | 14.08919663735650 |
| 2009-04-01 | 13.97433882092100 |
| 2009-05-01 | 14.12762576470640 |
| 2009-06-01 | 14.10099950392510 |
| 2009-07-01 | 14.25592444914140 |
| 2009-08-01 | 14.29813499929550 |
| 2009-09-01 | 14.27345795413030 |
| 2009-10-01 | 14.26046404996350 |
| 2009-11-01 | 14.42338307622350 |
| 2009-12-01 | 14.18105019005680 |
| 2010-01-01 | 14.30337547538720 |
| 2010-02-01 | 14.31593660328760 |
| 2010-03-01 | 14.18287167326690 |
| 2010-04-01 | 14.55743007049120 |
| 2010-05-01 | 14.61618972193530 |
| 2010-06-01 | 14.67828278062050 |
| 2010-07-01 | 14.59668077918790 |
| 2010-08-01 | 14.64155011921550 |
| 2010-09-01 | 14.59474186004110 |
| 2010-10-01 | 14.55811750701260 |
| 2010-11-01 | 14.50448620325640 |
| 2010-12-01 | 14.55607511333380 |
| 2011-01-01 | 14.48706155110990 |
| 2011-02-01 | 14.41100516470950 |
| 2011-03-01 | 14.37399731413040 |
| 2011-04-01 | 14.35330346000500 |
| 2011-05-01 | 14.30644817512260 |
| 2011-06-01 | 14.26300750426070 |
| 2011-07-01 | 14.42415056268380 |
| 2011-08-01 | 14.50218001871390 |
| 2011-09-01 | 14.62250032284160 |
| 2011-10-01 | 14.75276097053260 |
| 2011-11-01 | 14.86671850556540 |
| 2011-12-01 | 14.95053346926690 |
| 2012-01-01 | 15.07771830293120 |
| 2012-02-01 | 15.19102296379780 |
| 2012-03-01 | 15.16997835715830 |
| 2012-04-01 | 15.16246129395970 |
| 2012-05-01 | 15.19247307368340 |
| 2012-06-01 | 15.23955105742390 |
| 2012-07-01 | 15.13833552780040 |
| 2012-08-01 | 15.14939451266630 |
| 2012-09-01 | 15.05176054913200 |
| 2012-10-01 | 15.34032436731120 |
| 2012-11-01 | 15.23980985556320 |
| 2012-12-01 | 15.25168346266980 |
| 2013-01-01 | 15.17410619712350 |
| 2013-02-01 | 15.18578558514960 |
| 2013-03-01 | 15.18182742916150 |
| 2013-04-01 | 15.17347135481930 |
| 2013-05-01 | 15.17467683495210 |
| 2013-06-01 | 15.13074231365500 |
| 2013-07-01 | 15.11561056038020 |
| 2013-08-01 | 15.06395455351070 |
| 2013-09-01 | 15.07108702510710 |
| 2013-10-01 | 15.02478672229040 |
| 2013-11-01 | 15.13135054321180 |
| 2013-12-01 | 15.08024881113820 |
| 2014-01-01 | 15.07315725935170 |
| 2014-02-01 | 15.08536147842260 |
| 2014-03-01 | 15.10664868642670 |
| 2014-04-01 | 15.08346567307250 |
| 2014-05-01 | 15.05678564351690 |
| 2014-06-01 | 15.01652092085760 |
| 2014-07-01 | 14.98980078877640 |
| 2014-08-01 | 14.94529634405870 |
| 2014-09-01 | 14.88252900082320 |
| 2014-10-01 | 15.00268772836380 |
| 2014-11-01 | 14.95439196557060 |
| 2014-12-01 | 14.90883099490860 |
| 2015-01-01 | 14.97764983842230 |
| 2015-02-01 | 14.88347307781550 |
| 2015-03-01 | 14.93672453146680 |
| 2015-04-01 | 14.98641108207280 |
| 2015-05-01 | 15.03814664523710 |
| 2015-06-01 | 15.10791106803260 |
| 2015-07-01 | 15.17064294362710 |
| 2015-08-01 | 15.31738127651940 |
| 2015-09-01 | 15.37633503308460 |
| 2015-10-01 | 15.20529465547920 |
| 2015-11-01 | 15.18073736905090 |
| 2015-12-01 | 15.13035961857540 |
| 2016-01-01 | 15.29736436931660 |
| 2016-02-01 | 15.36441508344620 |
| 2016-03-01 | 15.34108108555790 |
| 2016-04-01 | 15.38125284209000 |
| 2016-05-01 | 15.43430094984780 |
| 2016-06-01 | 15.38365517067280 |
| 2016-07-01 | 15.58052824125770 |
| 2016-08-01 | 15.60762109514550 |
| 2016-09-01 | 15.57276899124930 |
| 2016-10-01 | 15.62097260456200 |
| 2016-11-01 | 15.59546945930230 |
| 2016-12-01 | 15.64996867928720 |
| 2017-01-01 | 15.60443559663030 |
| 2017-02-01 | 15.64085195253100 |
| 2017-03-01 | 15.61802382690950 |
| 2017-04-01 | 15.67179312753040 |
| 2017-05-01 | 15.73557567635740 |
| 2017-06-01 | 15.64996303918670 |
| 2017-07-01 | 15.71230743428780 |
| 2017-08-01 | 15.73137022156700 |
| 2017-09-01 | 15.77719258581170 |
| 2017-10-01 | 15.75367030868250 |
| 2017-11-01 | 15.78466229274030 |
| 2017-12-01 | 15.76670744566160 |
| 2018-01-01 | 15.68920723547050 |
| 2018-02-01 | 15.71134376783530 |
| 2018-03-01 | 15.77742733386560 |
| 2018-04-01 | 15.76260908584970 |
| 2018-05-01 | 15.65613272819210 |
| 2018-06-01 | 15.81075815420320 |
| 2018-07-01 | 15.75379387554280 |
| 2018-08-01 | 15.77367789635710 |
| 2018-09-01 | 15.79568962101290 |
| 2018-10-01 | 15.77368731329850 |
| 2018-11-01 | 15.76206977509590 |
| 2018-12-01 | 15.78947334244530 |
| 2019-01-01 | 15.94374848498000 |
| 2019-02-01 | 15.98418179318820 |
| 2019-03-01 | 16.05687277824570 |
| 2019-04-01 | 16.06467042513970 |
| 2019-05-01 | 16.16616416532720 |
| 2019-06-01 | 16.18811776884410 |
| 2019-07-01 | 16.18284374981910 |
| 2019-08-01 | 16.20923458353200 |
| 2019-09-01 | 16.21457071270920 |
| 2019-10-01 | 16.28460322314940 |
| 2019-11-01 | 16.33238195435430 |
| 2019-12-01 | 16.49036659782060 |
| 2020-01-01 | 16.31929589922640 |
| 2020-02-01 | 16.26454916168380 |
| 2020-03-01 | 16.36759192288190 |
| 2020-04-01 | 15.27039917785510 |
| 2020-05-01 | 15.87823132418070 |
| 2020-06-01 | 15.98531905443240 |
| 2020-07-01 | 15.98660379757120 |
| 2020-08-01 | 16.01217209668070 |
| 2020-09-01 | 16.11535589342260 |
| 2020-10-01 | 16.17755700868060 |
| 2020-11-01 | 16.31755574693850 |
| 2020-12-01 | 16.29076160009110 |
| 2021-01-01 | 16.51966121762900 |
| 2021-02-01 | 16.56882526332080 |
| 2021-03-01 | 16.79566082791470 |
| 2021-04-01 | 16.67899062125990 |
| 2021-05-01 | 16.68006616076700 |
| 2021-06-01 | 16.78682818906680 |
| 2021-07-01 | 16.67113929826170 |
| 2021-08-01 | 16.58666451798340 |
| 2021-09-01 | 16.40727179224290 |
| 2021-10-01 | 16.46672162773760 |
| 2021-11-01 | 16.41223630129520 |
| 2021-12-01 | 16.38267377729720 |
| 2022-01-01 | 16.24237021652620 |
| 2022-02-01 | 16.28500008452840 |
| 2022-03-01 | 16.23032273114490 |
| 2022-04-01 | 16.28806875208970 |
| 2022-05-01 | 16.38050029961300 |
| 2022-06-01 | 16.39757200602430 |
| 2022-07-01 | 16.54754224475830 |
| 2022-08-01 | 16.64840276060150 |
| 2022-09-01 | 16.69433303873920 |
| 2022-10-01 | 16.74681011817560 |
| 2022-11-01 | 16.71823117941810 |
| 2022-12-01 | 16.78633927071020 |
| 2023-01-01 | 16.85549625550320 |
| 2023-02-01 | 16.90913322929910 |
| 2023-03-01 | 17.05048954622130 |
| 2023-04-01 | 17.09731543459870 |
| 2023-05-01 | 17.07779162754440 |
| 2023-06-01 | 17.10325859003000 |
| 2023-07-01 | 17.02730168565230 |
| 2023-08-01 | 17.03069073778760 |
| 2023-09-01 | 16.99158070250850 |
| 2023-10-01 | 16.93339635577950 |
| 2023-11-01 | 17.01466991607370 |
| 2023-12-01 | 16.98301221562930 |
| 2024-01-01 | 17.05914411008320 |
| 2024-02-01 | 17.01838604109550 |
| 2024-03-01 | 16.96505886744250 |
| 2024-04-01 | 16.90976599169470 |
| 2024-05-01 | 16.87612936837140 |
| 2024-06-01 | 17.12056021266170 |
| 2024-07-01 | 17.40622071454670 |
| 2024-08-01 | 17.33145377905500 |
| 2024-09-01 | 17.39310149456220 |
| 2024-10-01 | 17.51563675011900 |
| 2024-11-01 | 17.51246774719850 |
| 2024-12-01 | 17.57754349689780 |
| 2025-01-01 | 17.56199195531840 |
| 2025-02-01 | 17.62422286888480 |
| 2025-03-01 | 17.66450980079130 |
| 2025-04-01 | 17.71636791189440 |
| 2025-05-01 | 17.77776080883130 |
| 2025-06-01 | 17.63024268170260 |
| 2025-07-01 | 17.78993007347430 |
| 2025-08-01 | 17.74620019333390 |
| 2025-09-01 | 17.79512904891980 |