Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR (MSA) |
|---|---|
| Series ID | FASEDUH |
| 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 3:04 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 | 7.00531861732231 |
| 1990-02-01 | 7.18207229418619 |
| 1990-03-01 | 7.20920776903680 |
| 1990-04-01 | 7.19730488297045 |
| 1990-05-01 | 7.28175924197894 |
| 1990-06-01 | 7.32543076219868 |
| 1990-07-01 | 7.42299470875031 |
| 1990-08-01 | 7.48306426434250 |
| 1990-09-01 | 7.51936889927636 |
| 1990-10-01 | 7.69239953014042 |
| 1990-11-01 | 7.70967557862860 |
| 1990-12-01 | 7.75872596201667 |
| 1991-01-01 | 7.80476708985535 |
| 1991-02-01 | 7.98076766852728 |
| 1991-03-01 | 8.20752798707686 |
| 1991-04-01 | 8.18780340849187 |
| 1991-05-01 | 8.27716371857051 |
| 1991-06-01 | 8.52571192746168 |
| 1991-07-01 | 8.77080996799919 |
| 1991-08-01 | 8.92542866943029 |
| 1991-09-01 | 9.14606254787890 |
| 1991-10-01 | 9.25843000219917 |
| 1991-11-01 | 9.27927772321577 |
| 1991-12-01 | 9.23070794546489 |
| 1992-01-01 | 9.49957814402879 |
| 1992-02-01 | 9.57473261617268 |
| 1992-03-01 | 9.59845892195941 |
| 1992-04-01 | 9.66660613678773 |
| 1992-05-01 | 9.67097698476909 |
| 1992-06-01 | 9.72468860773811 |
| 1992-07-01 | 9.71668439344480 |
| 1992-08-01 | 9.76228375273251 |
| 1992-09-01 | 9.75261070690600 |
| 1992-10-01 | 9.76051060031478 |
| 1992-11-01 | 9.87981677304030 |
| 1992-12-01 | 9.81561732182686 |
| 1993-01-01 | 9.78926558918087 |
| 1993-02-01 | 9.76535064781667 |
| 1993-03-01 | 9.78428226445321 |
| 1993-04-01 | 9.94528061525369 |
| 1993-05-01 | 9.96437959201852 |
| 1993-06-01 | 10.02400337835160 |
| 1993-07-01 | 10.05153471471540 |
| 1993-08-01 | 10.08648213688270 |
| 1993-09-01 | 10.15514197149090 |
| 1993-10-01 | 10.26717758913240 |
| 1993-11-01 | 10.38269881646670 |
| 1993-12-01 | 10.50013262604900 |
| 1994-01-01 | 10.57607144548940 |
| 1994-02-01 | 10.64892087535180 |
| 1994-03-01 | 10.76548445238480 |
| 1994-04-01 | 10.82287674441660 |
| 1994-05-01 | 10.84796538149260 |
| 1994-06-01 | 10.93562815155780 |
| 1994-07-01 | 10.90453238217090 |
| 1994-08-01 | 10.92640571311380 |
| 1994-09-01 | 10.95963214103980 |
| 1994-10-01 | 10.96804208516420 |
| 1994-11-01 | 10.98403127127830 |
| 1994-12-01 | 11.08853298259460 |
| 1995-01-01 | 11.26605360565500 |
| 1995-02-01 | 11.23043028462140 |
| 1995-03-01 | 11.34760846758340 |
| 1995-04-01 | 11.31062059630100 |
| 1995-05-01 | 11.32858687911210 |
| 1995-06-01 | 11.45401528213350 |
| 1995-07-01 | 11.54142039766820 |
| 1995-08-01 | 11.65196545861590 |
| 1995-09-01 | 11.86891508083760 |
| 1995-10-01 | 11.37480693414740 |
| 1995-11-01 | 11.48170039145990 |
| 1995-12-01 | 11.68195068409280 |
| 1996-01-01 | 11.66388117721160 |
| 1996-02-01 | 11.71676562504110 |
| 1996-03-01 | 11.72841793670230 |
| 1996-04-01 | 11.80611068933360 |
| 1996-05-01 | 11.91082406285570 |
| 1996-06-01 | 11.67336885922970 |
| 1996-07-01 | 11.95125420719140 |
| 1996-08-01 | 12.06468660836460 |
| 1996-09-01 | 12.06964567347820 |
| 1996-10-01 | 12.17015488378000 |
| 1996-11-01 | 12.17174516265360 |
| 1996-12-01 | 12.18095322506070 |
| 1997-01-01 | 12.26982198776640 |
| 1997-02-01 | 12.30971806297620 |
| 1997-03-01 | 12.31348412402920 |
| 1997-04-01 | 12.30140093412470 |
| 1997-05-01 | 12.39753060125150 |
| 1997-06-01 | 12.28339640215420 |
| 1997-07-01 | 12.35091504401620 |
| 1997-08-01 | 12.25854645815730 |
| 1997-09-01 | 12.48156724243970 |
| 1997-10-01 | 12.48004321859210 |
| 1997-11-01 | 12.46816860932540 |
| 1997-12-01 | 12.48543909751510 |
| 1998-01-01 | 12.47899661231260 |
| 1998-02-01 | 12.51642290922540 |
| 1998-03-01 | 12.50037712490470 |
| 1998-04-01 | 12.59986791915580 |
| 1998-05-01 | 12.59426173768030 |
| 1998-06-01 | 12.57460339540760 |
| 1998-07-01 | 12.63570386880100 |
| 1998-08-01 | 12.65774164885270 |
| 1998-09-01 | 12.59240628645340 |
| 1998-10-01 | 12.59577201499340 |
| 1998-11-01 | 12.67009307212520 |
| 1998-12-01 | 12.68996617420550 |
| 1999-01-01 | 12.68675122868950 |
| 1999-02-01 | 12.73350936188830 |
| 1999-03-01 | 12.78409330278260 |
| 1999-04-01 | 12.79927044403500 |
| 1999-05-01 | 12.80101334777260 |
| 1999-06-01 | 12.85152805912650 |
| 1999-07-01 | 12.92301900923210 |
| 1999-08-01 | 12.83973573590960 |
| 1999-09-01 | 12.90185592351240 |
| 1999-10-01 | 13.01448180858000 |
| 1999-11-01 | 13.07308095475620 |
| 1999-12-01 | 12.89393574744340 |
| 2000-01-01 | 12.98817679995780 |
| 2000-02-01 | 13.25610554193480 |
| 2000-03-01 | 13.16463666819640 |
| 2000-04-01 | 13.20382232970790 |
| 2000-05-01 | 13.21258896165420 |
| 2000-06-01 | 13.42549204354470 |
| 2000-07-01 | 13.20902674286950 |
| 2000-08-01 | 13.33140040295010 |
| 2000-09-01 | 13.40610980883280 |
| 2000-10-01 | 13.42723185320610 |
| 2000-11-01 | 13.47393557445580 |
| 2000-12-01 | 13.39268963862570 |
| 2001-01-01 | 13.78777491855340 |
| 2001-02-01 | 14.08513440708900 |
| 2001-03-01 | 13.95033536666270 |
| 2001-04-01 | 14.01031035035090 |
| 2001-05-01 | 14.11541975616750 |
| 2001-06-01 | 14.30214332572490 |
| 2001-07-01 | 14.32597457526500 |
| 2001-08-01 | 14.32653868067370 |
| 2001-09-01 | 14.30938572431040 |
| 2001-10-01 | 14.42937457865480 |
| 2001-11-01 | 14.46369365609940 |
| 2001-12-01 | 14.58329667000940 |
| 2002-01-01 | 14.68462196440930 |
| 2002-02-01 | 14.71511409616040 |
| 2002-03-01 | 14.84967292268210 |
| 2002-04-01 | 14.81991507145400 |
| 2002-05-01 | 14.80483938416570 |
| 2002-06-01 | 14.88858588549620 |
| 2002-07-01 | 14.92535806581460 |
| 2002-08-01 | 15.12251577105430 |
| 2002-09-01 | 15.20890540423600 |
| 2002-10-01 | 15.12297674703080 |
| 2002-11-01 | 15.25766058749560 |
| 2002-12-01 | 15.28051509614040 |
| 2003-01-01 | 15.38923019611490 |
| 2003-02-01 | 15.43976282280310 |
| 2003-03-01 | 15.36632335291390 |
| 2003-04-01 | 15.61707385772870 |
| 2003-05-01 | 15.88743509866580 |
| 2003-06-01 | 15.78091011562010 |
| 2003-07-01 | 15.94251791523840 |
| 2003-08-01 | 16.01688166686080 |
| 2003-09-01 | 16.10168680729660 |
| 2003-10-01 | 16.21521332438880 |
| 2003-11-01 | 16.25102718236420 |
| 2003-12-01 | 16.28150729531960 |
| 2004-01-01 | 16.09751028631570 |
| 2004-02-01 | 16.25017692926720 |
| 2004-03-01 | 16.38286764180410 |
| 2004-04-01 | 16.40682911072860 |
| 2004-05-01 | 16.56401795523110 |
| 2004-06-01 | 16.68376072026230 |
| 2004-07-01 | 16.75629222543590 |
| 2004-08-01 | 16.71503513525740 |
| 2004-09-01 | 16.69057346708650 |
| 2004-10-01 | 16.80331113098350 |
| 2004-11-01 | 16.94823711064020 |
| 2004-12-01 | 16.99310686120370 |
| 2005-01-01 | 17.02244170927370 |
| 2005-02-01 | 17.04250297440950 |
| 2005-03-01 | 17.00169631120190 |
| 2005-04-01 | 17.38741472301920 |
| 2005-05-01 | 17.33942270086050 |
| 2005-06-01 | 17.28924366625060 |
| 2005-07-01 | 17.37520433959440 |
| 2005-08-01 | 17.41685710954080 |
| 2005-09-01 | 17.56477012998610 |
| 2005-10-01 | 17.98448923247810 |
| 2005-11-01 | 17.75080090805640 |
| 2005-12-01 | 17.91364748004570 |
| 2006-01-01 | 17.95459539465190 |
| 2006-02-01 | 18.02317051984590 |
| 2006-03-01 | 18.01059195430210 |
| 2006-04-01 | 18.16876308457430 |
| 2006-05-01 | 18.01127119049760 |
| 2006-06-01 | 18.21150454687630 |
| 2006-07-01 | 18.10018159049690 |
| 2006-08-01 | 18.12585356839110 |
| 2006-09-01 | 18.01873602727830 |
| 2006-10-01 | 17.97017150201120 |
| 2006-11-01 | 17.96174371030850 |
| 2006-12-01 | 18.04114724834470 |
| 2007-01-01 | 18.29438134483740 |
| 2007-02-01 | 18.29963893028190 |
| 2007-03-01 | 18.41738752324040 |
| 2007-04-01 | 18.35246543597720 |
| 2007-05-01 | 18.49947954633400 |
| 2007-06-01 | 18.54657722078160 |
| 2007-07-01 | 18.62200315205010 |
| 2007-08-01 | 18.83718952444370 |
| 2007-09-01 | 18.85091908992290 |
| 2007-10-01 | 19.04134844456400 |
| 2007-11-01 | 19.25524368357830 |
| 2007-12-01 | 19.25443261368160 |
| 2008-01-01 | 19.22551117799830 |
| 2008-02-01 | 19.39125785518790 |
| 2008-03-01 | 19.31264440765250 |
| 2008-04-01 | 19.43597411621270 |
| 2008-05-01 | 19.49412918858880 |
| 2008-06-01 | 19.51187022334560 |
| 2008-07-01 | 19.44852773534300 |
| 2008-08-01 | 19.44119732158810 |
| 2008-09-01 | 19.57609530513860 |
| 2008-10-01 | 19.51308326019930 |
| 2008-11-01 | 19.45383202300270 |
| 2008-12-01 | 19.45595882382620 |
| 2009-01-01 | 19.44254632763130 |
| 2009-02-01 | 19.49324506680130 |
| 2009-03-01 | 20.00892750583500 |
| 2009-04-01 | 20.43057225514040 |
| 2009-05-01 | 20.50929590204000 |
| 2009-06-01 | 20.28374091983960 |
| 2009-07-01 | 20.68669706324830 |
| 2009-08-01 | 20.44893251705440 |
| 2009-09-01 | 20.89519808149180 |
| 2009-10-01 | 20.97497864084810 |
| 2009-11-01 | 21.03282517291560 |
| 2009-12-01 | 21.02570520444720 |
| 2010-01-01 | 21.05260470549220 |
| 2010-02-01 | 21.20030429727700 |
| 2010-03-01 | 21.20421926503090 |
| 2010-04-01 | 21.33639058974020 |
| 2010-05-01 | 21.43793151525570 |
| 2010-06-01 | 21.16281520759870 |
| 2010-07-01 | 21.50772777026380 |
| 2010-08-01 | 21.45157359544120 |
| 2010-09-01 | 21.62289944955330 |
| 2010-10-01 | 21.76191042981590 |
| 2010-11-01 | 21.81919402053690 |
| 2010-12-01 | 21.88898776818560 |
| 2011-01-01 | 21.94499717911770 |
| 2011-02-01 | 21.79253076853230 |
| 2011-03-01 | 22.00581022078970 |
| 2011-04-01 | 22.15242651964130 |
| 2011-05-01 | 22.07553139102260 |
| 2011-06-01 | 22.23138883670040 |
| 2011-07-01 | 22.43265428436630 |
| 2011-08-01 | 22.65451200806080 |
| 2011-09-01 | 22.66802914762410 |
| 2011-10-01 | 22.75782241042160 |
| 2011-11-01 | 22.71187176012000 |
| 2011-12-01 | 22.84721346664440 |
| 2012-01-01 | 23.11677714199360 |
| 2012-02-01 | 22.98092438616030 |
| 2012-03-01 | 23.10719236239820 |
| 2012-04-01 | 22.96900732407890 |
| 2012-05-01 | 22.80653816622070 |
| 2012-06-01 | 22.99317338652940 |
| 2012-07-01 | 22.93691335114420 |
| 2012-08-01 | 23.24515433453890 |
| 2012-09-01 | 23.33851697469450 |
| 2012-10-01 | 23.37313783624480 |
| 2012-11-01 | 23.50323073280130 |
| 2012-12-01 | 23.62298456112340 |
| 2013-01-01 | 23.38052601427990 |
| 2013-02-01 | 23.65314370360060 |
| 2013-03-01 | 23.50643432470420 |
| 2013-04-01 | 23.58134187696460 |
| 2013-05-01 | 23.62837511648770 |
| 2013-06-01 | 23.74355845520870 |
| 2013-07-01 | 23.75831648927250 |
| 2013-08-01 | 23.63236502622980 |
| 2013-09-01 | 23.72739136585090 |
| 2013-10-01 | 23.49810254573440 |
| 2013-11-01 | 23.60655396101800 |
| 2013-12-01 | 23.52222312035170 |
| 2014-01-01 | 23.54970571993790 |
| 2014-02-01 | 23.72060955815880 |
| 2014-03-01 | 23.80548960975540 |
| 2014-04-01 | 23.77811895263090 |
| 2014-05-01 | 24.04873930881070 |
| 2014-06-01 | 24.07716126456950 |
| 2014-07-01 | 24.15965304665850 |
| 2014-08-01 | 24.22576731724720 |
| 2014-09-01 | 24.22947014257800 |
| 2014-10-01 | 24.60807570426640 |
| 2014-11-01 | 24.50283469674590 |
| 2014-12-01 | 24.72968960774180 |
| 2015-01-01 | 24.82813997330880 |
| 2015-02-01 | 24.77729855041380 |
| 2015-03-01 | 24.88617016232600 |
| 2015-04-01 | 25.15865543025900 |
| 2015-05-01 | 25.36964273152770 |
| 2015-06-01 | 25.31380625868420 |
| 2015-07-01 | 25.60172319753250 |
| 2015-08-01 | 25.52671508873660 |
| 2015-09-01 | 25.84256396940610 |
| 2015-10-01 | 25.89445842900920 |
| 2015-11-01 | 26.09742423794410 |
| 2015-12-01 | 26.14054196828200 |
| 2016-01-01 | 26.30050979426290 |
| 2016-02-01 | 26.33877654302690 |
| 2016-03-01 | 26.46527813225460 |
| 2016-04-01 | 26.62457400911990 |
| 2016-05-01 | 26.40662579636580 |
| 2016-06-01 | 26.54509196090160 |
| 2016-07-01 | 26.62860113544170 |
| 2016-08-01 | 27.02459850512610 |
| 2016-09-01 | 27.06993172638020 |
| 2016-10-01 | 27.06904122868040 |
| 2016-11-01 | 27.29246552804900 |
| 2016-12-01 | 27.36221593879380 |
| 2017-01-01 | 27.47226699060690 |
| 2017-02-01 | 27.60512935798070 |
| 2017-03-01 | 27.63794452654420 |
| 2017-04-01 | 27.70788524488620 |
| 2017-05-01 | 27.75517646694380 |
| 2017-06-01 | 27.86684304015490 |
| 2017-07-01 | 27.97573447303090 |
| 2017-08-01 | 28.10428570687870 |
| 2017-09-01 | 28.09989313967550 |
| 2017-10-01 | 28.23193556498010 |
| 2017-11-01 | 28.17524433344960 |
| 2017-12-01 | 28.37738555958580 |
| 2018-01-01 | 28.46340357156420 |
| 2018-02-01 | 28.68227009414070 |
| 2018-03-01 | 28.82233108779750 |
| 2018-04-01 | 28.91023584000950 |
| 2018-05-01 | 28.90007865496030 |
| 2018-06-01 | 28.96876808796310 |
| 2018-07-01 | 28.78845094339400 |
| 2018-08-01 | 28.78784948759820 |
| 2018-09-01 | 28.82860677004090 |
| 2018-10-01 | 28.88839125608400 |
| 2018-11-01 | 28.85158672094990 |
| 2018-12-01 | 28.89482078817870 |
| 2019-01-01 | 29.07777459557910 |
| 2019-02-01 | 29.18288294284940 |
| 2019-03-01 | 29.21210274852370 |
| 2019-04-01 | 29.33693913098490 |
| 2019-05-01 | 29.31889743233120 |
| 2019-06-01 | 29.24420678757640 |
| 2019-07-01 | 29.59805835009170 |
| 2019-08-01 | 29.68018453152860 |
| 2019-09-01 | 29.64681751449620 |
| 2019-10-01 | 29.73276083374960 |
| 2019-11-01 | 29.93013852289810 |
| 2019-12-01 | 30.00673750969250 |
| 2020-01-01 | 30.29202357573090 |
| 2020-02-01 | 30.49652300141860 |
| 2020-03-01 | 30.20756399179960 |
| 2020-04-01 | 26.87774979576200 |
| 2020-05-01 | 28.20989357437790 |
| 2020-06-01 | 28.81086018096520 |
| 2020-07-01 | 29.25983857417550 |
| 2020-08-01 | 29.88397396191010 |
| 2020-09-01 | 30.05184874902370 |
| 2020-10-01 | 30.39580569492310 |
| 2020-11-01 | 30.81798230206500 |
| 2020-12-01 | 31.01165583200800 |
| 2021-01-01 | 31.10604474886920 |
| 2021-02-01 | 31.31253071236630 |
| 2021-03-01 | 31.80689531503970 |
| 2021-04-01 | 31.57715605910600 |
| 2021-05-01 | 31.60734498353490 |
| 2021-06-01 | 31.65194280850820 |
| 2021-07-01 | 31.48695574410990 |
| 2021-08-01 | 31.29576558305570 |
| 2021-09-01 | 31.13631015218300 |
| 2021-10-01 | 31.28912410715630 |
| 2021-11-01 | 31.41510904112910 |
| 2021-12-01 | 31.01383686057790 |
| 2022-01-01 | 30.91864851724760 |
| 2022-02-01 | 31.02334531158080 |
| 2022-03-01 | 31.31893123512530 |
| 2022-04-01 | 31.48328889120720 |
| 2022-05-01 | 31.89040083231630 |
| 2022-06-01 | 31.85436357009160 |
| 2022-07-01 | 31.96392224337040 |
| 2022-08-01 | 32.30652029833290 |
| 2022-09-01 | 32.52134419981790 |
| 2022-10-01 | 32.69860936844760 |
| 2022-11-01 | 32.71730788823450 |
| 2022-12-01 | 32.88792393116370 |
| 2023-01-01 | 33.32930214365770 |
| 2023-02-01 | 33.40823019613140 |
| 2023-03-01 | 33.81972117381100 |
| 2023-04-01 | 33.66272144569750 |
| 2023-05-01 | 33.87047681906580 |
| 2023-06-01 | 34.10885939322620 |
| 2023-07-01 | 34.19047297063130 |
| 2023-08-01 | 34.21937200917630 |
| 2023-09-01 | 34.60008746071790 |
| 2023-10-01 | 34.72074200148030 |
| 2023-11-01 | 34.91356134694170 |
| 2023-12-01 | 35.15910556748370 |
| 2024-01-01 | 35.22253669234070 |
| 2024-02-01 | 35.48624086143780 |
| 2024-03-01 | 35.42438578481730 |
| 2024-04-01 | 35.63740220186310 |
| 2024-05-01 | 35.65554108057750 |
| 2024-06-01 | 35.75653126071690 |
| 2024-07-01 | 36.11052515557040 |
| 2024-08-01 | 36.23587556149030 |
| 2024-09-01 | 36.28683940326440 |
| 2024-10-01 | 36.35819767048530 |
| 2024-11-01 | 36.60711597699430 |
| 2024-12-01 | 36.72352328613300 |
| 2025-01-01 | 36.81088389082510 |
| 2025-02-01 | 36.96349619497410 |
| 2025-03-01 | 37.03724581571030 |
| 2025-04-01 | 37.11438239724350 |
| 2025-05-01 | 37.44465744436590 |
| 2025-06-01 | 36.90628281953990 |
| 2025-07-01 | 37.21617859735870 |
| 2025-08-01 | 37.23412336949090 |
| 2025-09-01 | 37.18236950685130 |
| 2025-10-01 | 37.09733021373210 |
| 2025-11-01 | 37.19775058007890 |
| 2025-12-01 | 37.29903590231680 |
| 2026-01-01 | 37.30493227924700 |
| 2026-02-01 | 37.25487422203710 |
| 2026-03-01 | 37.34409853574790 |
| 2026-04-01 | 37.50495978415270 |