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 2026-09-01 |
| Last Updated | 2026-10-20 9:43 AM 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 | 7.0053210225 |
| 1990-02-01 | 7.1820719962 |
| 1990-03-01 | 7.2092075593 |
| 1990-04-01 | 7.1973040416 |
| 1990-05-01 | 7.2817571070 |
| 1990-06-01 | 7.3254286955 |
| 1990-07-01 | 7.4229921449 |
| 1990-08-01 | 7.4830618630 |
| 1990-09-01 | 7.5193639571 |
| 1990-10-01 | 7.6923993678 |
| 1990-11-01 | 7.7096866818 |
| 1990-12-01 | 7.7587276505 |
| 1991-01-01 | 7.8047701084 |
| 1991-02-01 | 7.9807680393 |
| 1991-03-01 | 8.2075283596 |
| 1991-04-01 | 8.1878027594 |
| 1991-05-01 | 8.2771612315 |
| 1991-06-01 | 8.5257084096 |
| 1991-07-01 | 8.7708049145 |
| 1991-08-01 | 8.9254238233 |
| 1991-09-01 | 9.1460562394 |
| 1991-10-01 | 9.2584307577 |
| 1991-11-01 | 9.2792918481 |
| 1991-12-01 | 9.2307124409 |
| 1992-01-01 | 9.4995830036 |
| 1992-02-01 | 9.5747351137 |
| 1992-03-01 | 9.5984596051 |
| 1992-04-01 | 9.6666065844 |
| 1992-05-01 | 9.6709734407 |
| 1992-06-01 | 9.7246825010 |
| 1992-07-01 | 9.7166751964 |
| 1992-08-01 | 9.7622720166 |
| 1992-09-01 | 9.7525938216 |
| 1992-10-01 | 9.7605221281 |
| 1992-11-01 | 9.8798374886 |
| 1992-12-01 | 9.8156244703 |
| 1993-01-01 | 9.7892728001 |
| 1993-02-01 | 9.7653562517 |
| 1993-03-01 | 9.7842825725 |
| 1993-04-01 | 9.9452811344 |
| 1993-05-01 | 9.9643744950 |
| 1993-06-01 | 10.0239949663 |
| 1993-07-01 | 10.0515198987 |
| 1993-08-01 | 10.0864619784 |
| 1993-09-01 | 10.1551139048 |
| 1993-10-01 | 10.2672011061 |
| 1993-11-01 | 10.3827280137 |
| 1993-12-01 | 10.5001433459 |
| 1994-01-01 | 10.5760820887 |
| 1994-02-01 | 10.6489301750 |
| 1994-03-01 | 10.7654840610 |
| 1994-04-01 | 10.8228768764 |
| 1994-05-01 | 10.8479580749 |
| 1994-06-01 | 10.9356173466 |
| 1994-07-01 | 10.9045117498 |
| 1994-08-01 | 10.9263745521 |
| 1994-09-01 | 10.9595914820 |
| 1994-10-01 | 10.9680800976 |
| 1994-11-01 | 10.9840674398 |
| 1994-12-01 | 11.0885471634 |
| 1995-01-01 | 11.2660678191 |
| 1995-02-01 | 11.2304417378 |
| 1995-03-01 | 11.3476070978 |
| 1995-04-01 | 11.3106187904 |
| 1995-05-01 | 11.3285778593 |
| 1995-06-01 | 11.4540036017 |
| 1995-07-01 | 11.5413963716 |
| 1995-08-01 | 11.6519283926 |
| 1995-09-01 | 11.8688720985 |
| 1995-10-01 | 11.3748478510 |
| 1995-11-01 | 11.4817369675 |
| 1995-12-01 | 11.6819678110 |
| 1996-01-01 | 11.6638972383 |
| 1996-02-01 | 11.7167774007 |
| 1996-03-01 | 11.7284156623 |
| 1996-04-01 | 11.8061079699 |
| 1996-05-01 | 11.9108144546 |
| 1996-06-01 | 11.6733583198 |
| 1996-07-01 | 11.9512319767 |
| 1996-08-01 | 12.0646488016 |
| 1996-09-01 | 12.0696037326 |
| 1996-10-01 | 12.1701987667 |
| 1996-11-01 | 12.1717785178 |
| 1996-12-01 | 12.1809693928 |
| 1997-01-01 | 12.2698384714 |
| 1997-02-01 | 12.3097281680 |
| 1997-03-01 | 12.3134810901 |
| 1997-04-01 | 12.3013965727 |
| 1997-05-01 | 12.3975217813 |
| 1997-06-01 | 12.2833882125 |
| 1997-07-01 | 12.3508967516 |
| 1997-08-01 | 12.2585169353 |
| 1997-09-01 | 12.4815378043 |
| 1997-10-01 | 12.4800740398 |
| 1997-11-01 | 12.4681929598 |
| 1997-12-01 | 12.4854526637 |
| 1998-01-01 | 12.4790102833 |
| 1998-02-01 | 12.5164299018 |
| 1998-03-01 | 12.5003744839 |
| 1998-04-01 | 12.5998635714 |
| 1998-05-01 | 12.5942553113 |
| 1998-06-01 | 12.5745979081 |
| 1998-07-01 | 12.6356916321 |
| 1998-08-01 | 12.6577216318 |
| 1998-09-01 | 12.5923911659 |
| 1998-10-01 | 12.5957884040 |
| 1998-11-01 | 12.6701069058 |
| 1998-12-01 | 12.6899759026 |
| 1999-01-01 | 12.6867614688 |
| 1999-02-01 | 12.7335132005 |
| 1999-03-01 | 12.7840914262 |
| 1999-04-01 | 12.7992666677 |
| 1999-05-01 | 12.8010095121 |
| 1999-06-01 | 12.8515245729 |
| 1999-07-01 | 12.9230114716 |
| 1999-08-01 | 12.8397267272 |
| 1999-09-01 | 12.9018544550 |
| 1999-10-01 | 13.0144838294 |
| 1999-11-01 | 13.0730853427 |
| 1999-12-01 | 12.8939427890 |
| 2000-01-01 | 12.9881832569 |
| 2000-02-01 | 13.2561077473 |
| 2000-03-01 | 13.1646355424 |
| 2000-04-01 | 13.2038206254 |
| 2000-05-01 | 13.2125872084 |
| 2000-06-01 | 13.4254897702 |
| 2000-07-01 | 13.2090228965 |
| 2000-08-01 | 13.3313967287 |
| 2000-09-01 | 13.4061093134 |
| 2000-10-01 | 13.4272322576 |
| 2000-11-01 | 13.4739365407 |
| 2000-12-01 | 13.3926931874 |
| 2001-01-01 | 13.7877792390 |
| 2001-02-01 | 14.0851359781 |
| 2001-03-01 | 13.9503344251 |
| 2001-04-01 | 14.0103094387 |
| 2001-05-01 | 14.1154189288 |
| 2001-06-01 | 14.3021420088 |
| 2001-07-01 | 14.3259715760 |
| 2001-08-01 | 14.3265383166 |
| 2001-09-01 | 14.3093854308 |
| 2001-10-01 | 14.4293743897 |
| 2001-11-01 | 14.4636935515 |
| 2001-12-01 | 14.5832987424 |
| 2002-01-01 | 14.6846245484 |
| 2002-02-01 | 14.7151152804 |
| 2002-03-01 | 14.8496723910 |
| 2002-04-01 | 14.8199145759 |
| 2002-05-01 | 14.8048388361 |
| 2002-06-01 | 14.8885849992 |
| 2002-07-01 | 14.9253560491 |
| 2002-08-01 | 15.1225156472 |
| 2002-09-01 | 15.2089053518 |
| 2002-10-01 | 15.1229767428 |
| 2002-11-01 | 15.2576606216 |
| 2002-12-01 | 15.2805164216 |
| 2003-01-01 | 15.3892316614 |
| 2003-02-01 | 15.4397635467 |
| 2003-03-01 | 15.3663230053 |
| 2003-04-01 | 15.6170734674 |
| 2003-05-01 | 15.8874345982 |
| 2003-06-01 | 15.7809095278 |
| 2003-07-01 | 15.9425168187 |
| 2003-08-01 | 16.0168816602 |
| 2003-09-01 | 16.1016868658 |
| 2003-10-01 | 16.2152134550 |
| 2003-11-01 | 16.2510274365 |
| 2003-12-01 | 16.2815079484 |
| 2004-01-01 | 16.0975106487 |
| 2004-02-01 | 16.2501772825 |
| 2004-03-01 | 16.3828675876 |
| 2004-04-01 | 16.4068289056 |
| 2004-05-01 | 16.5640175574 |
| 2004-06-01 | 16.6837604330 |
| 2004-07-01 | 16.7562920139 |
| 2004-08-01 | 16.7150350348 |
| 2004-09-01 | 16.6905734920 |
| 2004-10-01 | 16.8033112529 |
| 2004-11-01 | 16.9482372694 |
| 2004-12-01 | 16.9931070223 |
| 2005-01-01 | 17.0224418850 |
| 2005-02-01 | 17.0425030455 |
| 2005-03-01 | 17.0016962736 |
| 2005-04-01 | 17.3874146459 |
| 2005-05-01 | 17.3394225297 |
| 2005-06-01 | 17.2892435881 |
| 2005-07-01 | 17.3752042941 |
| 2005-08-01 | 17.4168571032 |
| 2005-09-01 | 17.5647701618 |
| 2005-10-01 | 17.9844892929 |
| 2005-11-01 | 17.7508009542 |
| 2005-12-01 | 17.9136475068 |
| 2006-01-01 | 17.9545954277 |
| 2006-02-01 | 18.0231705124 |
| 2006-03-01 | 18.0105919201 |
| 2006-04-01 | 18.1687630563 |
| 2006-05-01 | 18.0112711614 |
| 2006-06-01 | 18.2115045412 |
| 2006-07-01 | 18.1001815994 |
| 2006-08-01 | 18.1258535909 |
| 2006-09-01 | 18.0187360585 |
| 2006-10-01 | 17.9701715350 |
| 2006-11-01 | 17.9617437129 |
| 2006-12-01 | 18.0411472229 |
| 2007-01-01 | 18.2943813034 |
| 2007-02-01 | 18.2996388753 |
| 2007-03-01 | 18.4173874871 |
| 2007-04-01 | 18.3524654220 |
| 2007-05-01 | 18.4994796197 |
| 2007-06-01 | 18.5465772433 |
| 2007-07-01 | 18.6220031947 |
| 2007-08-01 | 18.8371895776 |
| 2007-09-01 | 18.8509191552 |
| 2007-10-01 | 19.0413484942 |
| 2007-11-01 | 19.2552436622 |
| 2007-12-01 | 19.2544325183 |
| 2008-01-01 | 19.2255110083 |
| 2008-02-01 | 19.3912576655 |
| 2008-03-01 | 19.3126443365 |
| 2008-04-01 | 19.4359741475 |
| 2008-05-01 | 19.4941294127 |
| 2008-06-01 | 19.5118703364 |
| 2008-07-01 | 19.4485278718 |
| 2008-08-01 | 19.4411974443 |
| 2008-09-01 | 19.5760953872 |
| 2008-10-01 | 19.5130833252 |
| 2008-11-01 | 19.4538320262 |
| 2008-12-01 | 19.4559587839 |
| 2009-01-01 | 19.4425454829 |
| 2009-02-01 | 19.4932448698 |
| 2009-03-01 | 20.0089273773 |
| 2009-04-01 | 20.4305721297 |
| 2009-05-01 | 20.5092969404 |
| 2009-06-01 | 20.2837408154 |
| 2009-07-01 | 20.6866976723 |
| 2009-08-01 | 20.4489325331 |
| 2009-09-01 | 20.8951981222 |
| 2009-10-01 | 20.9749786831 |
| 2009-11-01 | 21.0328251475 |
| 2009-12-01 | 21.0257051081 |
| 2010-01-01 | 21.0526033086 |
| 2010-02-01 | 21.2003039999 |
| 2010-03-01 | 21.2042190581 |
| 2010-04-01 | 21.3363903309 |
| 2010-05-01 | 21.4379334609 |
| 2010-06-01 | 21.1628147816 |
| 2010-07-01 | 21.5077287300 |
| 2010-08-01 | 21.4515733750 |
| 2010-09-01 | 21.6228994684 |
| 2010-10-01 | 21.7619107093 |
| 2010-11-01 | 21.8191944109 |
| 2010-12-01 | 21.8889880784 |
| 2011-01-01 | 21.9449953675 |
| 2011-02-01 | 21.7925300575 |
| 2011-03-01 | 22.0058090609 |
| 2011-04-01 | 22.1524249780 |
| 2011-05-01 | 22.0755335416 |
| 2011-06-01 | 22.2313883807 |
| 2011-07-01 | 22.4326566787 |
| 2011-08-01 | 22.6545125749 |
| 2011-09-01 | 22.6680296286 |
| 2011-10-01 | 22.7578242685 |
| 2011-11-01 | 22.7118721885 |
| 2011-12-01 | 22.8472139401 |
| 2012-01-01 | 23.1167752546 |
| 2012-02-01 | 22.9809221690 |
| 2012-03-01 | 23.1071884459 |
| 2012-04-01 | 22.9690024502 |
| 2012-05-01 | 22.8065387007 |
| 2012-06-01 | 22.9931744400 |
| 2012-07-01 | 22.9369199396 |
| 2012-08-01 | 23.2451568642 |
| 2012-09-01 | 23.3385200927 |
| 2012-10-01 | 23.3731419667 |
| 2012-11-01 | 23.5032308660 |
| 2012-12-01 | 23.6229847035 |
| 2013-01-01 | 23.3805238712 |
| 2013-02-01 | 23.6531396871 |
| 2013-03-01 | 23.5064281101 |
| 2013-04-01 | 23.5813230390 |
| 2013-05-01 | 23.6283758992 |
| 2013-06-01 | 23.7435537646 |
| 2013-07-01 | 23.7583361710 |
| 2013-08-01 | 23.6323903956 |
| 2013-09-01 | 23.7273879434 |
| 2013-10-01 | 23.4981041432 |
| 2013-11-01 | 23.6065520417 |
| 2013-12-01 | 23.5222217825 |
| 2014-01-01 | 23.5497031477 |
| 2014-02-01 | 23.7206052371 |
| 2014-03-01 | 23.8054831454 |
| 2014-04-01 | 23.7780864362 |
| 2014-05-01 | 24.0487381191 |
| 2014-06-01 | 24.0771486647 |
| 2014-07-01 | 24.1596837159 |
| 2014-08-01 | 24.2258166710 |
| 2014-09-01 | 24.2294609774 |
| 2014-10-01 | 24.6080760618 |
| 2014-11-01 | 24.5028365947 |
| 2014-12-01 | 24.7296959879 |
| 2015-01-01 | 24.8281419765 |
| 2015-02-01 | 24.7772900188 |
| 2015-03-01 | 24.8861501405 |
| 2015-04-01 | 25.1585895746 |
| 2015-05-01 | 25.3696265851 |
| 2015-06-01 | 25.3137812908 |
| 2015-07-01 | 25.6017714346 |
| 2015-08-01 | 25.5268049044 |
| 2015-09-01 | 25.8425612995 |
| 2015-10-01 | 25.8944740877 |
| 2015-11-01 | 26.0974548834 |
| 2015-12-01 | 26.1405844577 |
| 2016-01-01 | 26.3005222075 |
| 2016-02-01 | 26.3387248479 |
| 2016-03-01 | 26.4651791525 |
| 2016-04-01 | 26.6244351215 |
| 2016-05-01 | 26.4065937000 |
| 2016-06-01 | 26.5450003196 |
| 2016-07-01 | 26.6287314010 |
| 2016-08-01 | 27.0247695226 |
| 2016-09-01 | 27.0700010733 |
| 2016-10-01 | 27.0691265646 |
| 2016-11-01 | 27.2925491693 |
| 2016-12-01 | 27.3622333322 |
| 2017-01-01 | 27.4724093183 |
| 2017-02-01 | 27.6049584582 |
| 2017-03-01 | 27.6376081406 |
| 2017-04-01 | 27.7073697514 |
| 2017-05-01 | 27.7552650916 |
| 2017-06-01 | 27.8667842174 |
| 2017-07-01 | 27.9759353003 |
| 2017-08-01 | 28.1046650855 |
| 2017-09-01 | 28.1000800784 |
| 2017-10-01 | 28.2322210168 |
| 2017-11-01 | 28.1755216096 |
| 2017-12-01 | 28.3774884087 |
| 2018-01-01 | 28.4637033139 |
| 2018-02-01 | 28.6819434880 |
| 2018-03-01 | 28.8206462679 |
| 2018-04-01 | 28.9094128770 |
| 2018-05-01 | 28.9004556152 |
| 2018-06-01 | 28.9689406210 |
| 2018-07-01 | 28.7888583650 |
| 2018-08-01 | 28.7885195736 |
| 2018-09-01 | 28.8290149202 |
| 2018-10-01 | 28.8892021141 |
| 2018-11-01 | 28.8522595497 |
| 2018-12-01 | 28.8950919108 |
| 2019-01-01 | 29.0781474572 |
| 2019-02-01 | 29.1819614839 |
| 2019-03-01 | 29.2082527224 |
| 2019-04-01 | 29.3348982927 |
| 2019-05-01 | 29.3212604122 |
| 2019-06-01 | 29.2444007702 |
| 2019-07-01 | 29.5986268779 |
| 2019-08-01 | 29.6811437095 |
| 2019-09-01 | 29.6476649503 |
| 2019-10-01 | 29.7344041311 |
| 2019-11-01 | 29.9311987691 |
| 2019-12-01 | 30.0074284912 |
| 2020-01-01 | 30.2932525373 |
| 2020-02-01 | 30.4968158411 |
| 2020-03-01 | 30.1946520835 |
| 2020-04-01 | 26.8767956973 |
| 2020-05-01 | 28.2149285470 |
| 2020-06-01 | 28.8111186846 |
| 2020-07-01 | 29.2604479296 |
| 2020-08-01 | 29.8862844385 |
| 2020-09-01 | 30.0532512917 |
| 2020-10-01 | 30.3983222134 |
| 2020-11-01 | 30.8196737046 |
| 2020-12-01 | 31.0128333239 |
| 2021-01-01 | 31.1075901736 |
| 2021-02-01 | 31.3130172015 |
| 2021-03-01 | 31.7838178803 |
| 2021-04-01 | 31.5761121124 |
| 2021-05-01 | 31.6159101623 |
| 2021-06-01 | 31.6531219910 |
| 2021-07-01 | 31.4888247715 |
| 2021-08-01 | 31.3006564630 |
| 2021-09-01 | 31.1390279254 |
| 2021-10-01 | 31.2926770554 |
| 2021-11-01 | 31.4173228737 |
| 2021-12-01 | 31.0152244968 |
| 2022-01-01 | 30.9194528421 |
| 2022-02-01 | 31.0226586967 |
| 2022-03-01 | 31.2855966562 |
| 2022-04-01 | 31.4819455365 |
| 2022-05-01 | 31.9013988908 |
| 2022-06-01 | 31.8569400448 |
| 2022-07-01 | 31.9699281999 |
| 2022-08-01 | 32.3163847689 |
| 2022-09-01 | 32.5265311413 |
| 2022-10-01 | 32.7033600063 |
| 2022-11-01 | 32.7198432173 |
| 2022-12-01 | 32.8887708998 |
| 2023-01-01 | 33.3276984246 |
| 2023-02-01 | 33.4021915746 |
| 2023-03-01 | 33.7769424861 |
| 2023-04-01 | 33.6510159747 |
| 2023-05-01 | 33.8904939271 |
| 2023-06-01 | 34.1090435045 |
| 2023-07-01 | 34.2093964848 |
| 2023-08-01 | 34.2427277941 |
| 2023-09-01 | 34.6035076408 |
| 2023-10-01 | 34.7250245072 |
| 2023-11-01 | 34.9156455173 |
| 2023-12-01 | 35.1587680663 |
| 2024-01-01 | 35.2172973347 |
| 2024-02-01 | 35.4738598571 |
| 2024-03-01 | 35.3723480991 |
| 2024-04-01 | 35.6130039885 |
| 2024-05-01 | 35.6816048205 |
| 2024-06-01 | 35.7571709849 |
| 2024-07-01 | 36.1484573538 |
| 2024-08-01 | 36.2757715604 |
| 2024-09-01 | 36.2856843852 |
| 2024-10-01 | 36.3609732837 |
| 2024-11-01 | 36.6083918669 |
| 2024-12-01 | 36.7212933508 |
| 2025-01-01 | 36.8007611052 |
| 2025-02-01 | 36.9424546813 |
| 2025-03-01 | 36.9834188344 |
| 2025-04-01 | 37.0719937316 |
| 2025-05-01 | 37.4761129206 |
| 2025-06-01 | 36.9097118640 |
| 2025-07-01 | 37.2748194469 |
| 2025-08-01 | 37.2886585297 |
| 2025-09-01 | 37.1747051780 |
| 2025-10-01 | 37.0976923933 |
| 2025-11-01 | 37.1980352825 |
| 2025-12-01 | 37.2955290104 |
| 2026-01-01 | 37.2908507878 |
| 2026-02-01 | 37.2273972101 |
| 2026-03-01 | 37.2926527523 |
| 2026-04-01 | 37.4512673463 |
| 2026-05-01 | 37.3697384813 |
| 2026-06-01 | 37.4390646533 |
| 2026-07-01 | 37.3803803485 |
| 2026-08-01 | 37.4925291133 |
| 2026-09-01 | 37.7733596784 |