Table Data - All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR-MO (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Fayetteville-Springdale-Rogers, AR-MO (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 2024-10-01 |
| Last Updated | 2024-11-20 6:05 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 | 7.2473785533892090 |
| 1990-02-01 | 7.3702829653725600 |
| 1990-03-01 | 7.4001505001000800 |
| 1990-04-01 | 7.4169515082228900 |
| 1990-05-01 | 7.4787174017247900 |
| 1990-06-01 | 7.5312760753183605 |
| 1990-07-01 | 7.6066799904548400 |
| 1990-08-01 | 7.6709637426738295 |
| 1990-09-01 | 7.7229485873480200 |
| 1990-10-01 | 7.8783156840606800 |
| 1990-11-01 | 7.9071922253487000 |
| 1990-12-01 | 7.9590251717569290 |
| 1991-01-01 | 8.0409947888456600 |
| 1991-02-01 | 8.1731110286877800 |
| 1991-03-01 | 8.4049886028219500 |
| 1991-04-01 | 8.3990681996082200 |
| 1991-05-01 | 8.4736144510214600 |
| 1991-06-01 | 8.7281432729988000 |
| 1991-07-01 | 8.9559686603278390 |
| 1991-08-01 | 9.1139591230872410 |
| 1991-09-01 | 9.3508373513909200 |
| 1991-10-01 | 9.4480787676241200 |
| 1991-11-01 | 9.4802652610345200 |
| 1991-12-01 | 9.4294425659423310 |
| 1992-01-01 | 9.7247919890323200 |
| 1992-02-01 | 9.7746790722071200 |
| 1992-03-01 | 9.8062166706019400 |
| 1992-04-01 | 9.8624176923644990 |
| 1992-05-01 | 9.8663550627406900 |
| 1992-06-01 | 9.9169941661761000 |
| 1992-07-01 | 9.9102712114305100 |
| 1992-08-01 | 9.9541842379289500 |
| 1992-09-01 | 9.9619750184686400 |
| 1992-10-01 | 9.9620036567277700 |
| 1992-11-01 | 10.0829842012640000 |
| 1992-12-01 | 10.0105156171917000 |
| 1993-01-01 | 10.0000405341810000 |
| 1993-02-01 | 9.9726693305194710 |
| 1993-03-01 | 9.9897219858457120 |
| 1993-04-01 | 10.1269280828264000 |
| 1993-05-01 | 10.1617881443545000 |
| 1993-06-01 | 10.2107949828773010 |
| 1993-07-01 | 10.2517242853168000 |
| 1993-08-01 | 10.2923504449770000 |
| 1993-09-01 | 10.3627694197773010 |
| 1993-10-01 | 10.4769606202102000 |
| 1993-11-01 | 10.5928553509442000 |
| 1993-12-01 | 10.6913697071710000 |
| 1994-01-01 | 10.7762278342838000 |
| 1994-02-01 | 10.8513333283330020 |
| 1994-03-01 | 10.9585434682683990 |
| 1994-04-01 | 11.0076872455045010 |
| 1994-05-01 | 11.0522438721418000 |
| 1994-06-01 | 11.1196418837316000 |
| 1994-07-01 | 11.1133198604551970 |
| 1994-08-01 | 11.1356554599350000 |
| 1994-09-01 | 11.1636424900086000 |
| 1994-10-01 | 11.1797145357076000 |
| 1994-11-01 | 11.1944133663131000 |
| 1994-12-01 | 11.2827437954358000 |
| 1995-01-01 | 11.4595657492584000 |
| 1995-02-01 | 11.4230718313882000 |
| 1995-03-01 | 11.5304550308035000 |
| 1995-04-01 | 11.5103347282490990 |
| 1995-05-01 | 11.5337731111319000 |
| 1995-06-01 | 11.6526915514661000 |
| 1995-07-01 | 11.7543170760558000 |
| 1995-08-01 | 11.8659469171683000 |
| 1995-09-01 | 12.0584299753746000 |
| 1995-10-01 | 11.5742025898163000 |
| 1995-11-01 | 11.6901533209978010 |
| 1995-12-01 | 11.8823497115458010 |
| 1996-01-01 | 11.8525240636567000 |
| 1996-02-01 | 11.9037876717144000 |
| 1996-03-01 | 11.9258944362354990 |
| 1996-04-01 | 12.0126648346239000 |
| 1996-05-01 | 12.1044501696191010 |
| 1996-06-01 | 11.8856521249686010 |
| 1996-07-01 | 12.1692007168705000 |
| 1996-08-01 | 12.2627819906409000 |
| 1996-09-01 | 12.2608441821164000 |
| 1996-10-01 | 12.3628642876854010 |
| 1996-11-01 | 12.3743999021060000 |
| 1996-12-01 | 12.3852301612431000 |
| 1997-01-01 | 12.4615611609444000 |
| 1997-02-01 | 12.5010819060948020 |
| 1997-03-01 | 12.5198088045098020 |
| 1997-04-01 | 12.5066593715013000 |
| 1997-05-01 | 12.5830718671203990 |
| 1997-06-01 | 12.5061362292111990 |
| 1997-07-01 | 12.5556208255276000 |
| 1997-08-01 | 12.4589828089011000 |
| 1997-09-01 | 12.6752209638069000 |
| 1997-10-01 | 12.6725481490278000 |
| 1997-11-01 | 12.6617638835267000 |
| 1997-12-01 | 12.6863339320306000 |
| 1998-01-01 | 12.6848880603095980 |
| 1998-02-01 | 12.7148272928755000 |
| 1998-03-01 | 12.7103422784737000 |
| 1998-04-01 | 12.7920188847640000 |
| 1998-05-01 | 12.7834458533979000 |
| 1998-06-01 | 12.7904688360596990 |
| 1998-07-01 | 12.8313156108813000 |
| 1998-08-01 | 12.8541077467794020 |
| 1998-09-01 | 12.7979924366630000 |
| 1998-10-01 | 12.7986929294377000 |
| 1998-11-01 | 12.8618835069604990 |
| 1998-12-01 | 12.8888910083930000 |
| 1999-01-01 | 12.8994587907741990 |
| 1999-02-01 | 12.9320783415436010 |
| 1999-03-01 | 12.9813877782459990 |
| 1999-04-01 | 12.9915551795279000 |
| 1999-05-01 | 13.0007899795423000 |
| 1999-06-01 | 13.0502738130845000 |
| 1999-07-01 | 13.1086703035579980 |
| 1999-08-01 | 13.0528224663280010 |
| 1999-09-01 | 13.1150249270999000 |
| 1999-10-01 | 13.2156328434174990 |
| 1999-11-01 | 13.2694679127285000 |
| 1999-12-01 | 13.0927509702041000 |
| 2000-01-01 | 13.1980396240648010 |
| 2000-02-01 | 13.4515131123176000 |
| 2000-03-01 | 13.3558620196929000 |
| 2000-04-01 | 13.3978406286656000 |
| 2000-05-01 | 13.4178754617699010 |
| 2000-06-01 | 13.6109168012691000 |
| 2000-07-01 | 13.4093150103634000 |
| 2000-08-01 | 13.5348857636136000 |
| 2000-09-01 | 13.6149549864734000 |
| 2000-10-01 | 13.6359875357909020 |
| 2000-11-01 | 13.6842618978228000 |
| 2000-12-01 | 13.5945859509781000 |
| 2001-01-01 | 13.9792461188239000 |
| 2001-02-01 | 14.2791144605916000 |
| 2001-03-01 | 14.1368211401926000 |
| 2001-04-01 | 14.2135020365804010 |
| 2001-05-01 | 14.3254109604891990 |
| 2001-06-01 | 14.4881301133288000 |
| 2001-07-01 | 14.5295329650349000 |
| 2001-08-01 | 14.5264178960425000 |
| 2001-09-01 | 14.5110733193728020 |
| 2001-10-01 | 14.6329541313883030 |
| 2001-11-01 | 14.6757147283832000 |
| 2001-12-01 | 14.7846710117482000 |
| 2002-01-01 | 14.8726313638922000 |
| 2002-02-01 | 14.9194512575473000 |
| 2002-03-01 | 15.0345277545760980 |
| 2002-04-01 | 15.0251528171488000 |
| 2002-05-01 | 15.0189914594421000 |
| 2002-06-01 | 15.0850003149862000 |
| 2002-07-01 | 15.1329462848098010 |
| 2002-08-01 | 15.3050733620950010 |
| 2002-09-01 | 15.3977809667151000 |
| 2002-10-01 | 15.3355139688498000 |
| 2002-11-01 | 15.4554406986883990 |
| 2002-12-01 | 15.4827131696844000 |
| 2003-01-01 | 15.5805951872390000 |
| 2003-02-01 | 15.6566938156104990 |
| 2003-03-01 | 15.5577264303702000 |
| 2003-04-01 | 15.8276686922116000 |
| 2003-05-01 | 16.0876986800682000 |
| 2003-06-01 | 15.9884551271201000 |
| 2003-07-01 | 16.1323531664483000 |
| 2003-08-01 | 16.2121811059391000 |
| 2003-09-01 | 16.3032644364484000 |
| 2003-10-01 | 16.4120351349657000 |
| 2003-11-01 | 16.4370932345226000 |
| 2003-12-01 | 16.4752853352564000 |
| 2004-01-01 | 16.3038789300174000 |
| 2004-02-01 | 16.4742364643560000 |
| 2004-03-01 | 16.5811538295319000 |
| 2004-04-01 | 16.6094372423953020 |
| 2004-05-01 | 16.7568376384903000 |
| 2004-06-01 | 16.8833112598921000 |
| 2004-07-01 | 16.9418214109842000 |
| 2004-08-01 | 16.9197371976539980 |
| 2004-09-01 | 16.9021421808419030 |
| 2004-10-01 | 17.0074478175576000 |
| 2004-11-01 | 17.1461327800604000 |
| 2004-12-01 | 17.1877627084748000 |
| 2005-01-01 | 17.2159835123502000 |
| 2005-02-01 | 17.2564162908330020 |
| 2005-03-01 | 17.1991982560489020 |
| 2005-04-01 | 17.5772337559352000 |
| 2005-05-01 | 17.5237354852707000 |
| 2005-06-01 | 17.4900501865370000 |
| 2005-07-01 | 17.5685474287089000 |
| 2005-08-01 | 17.6283933179750000 |
| 2005-09-01 | 17.7938374511871980 |
| 2005-10-01 | 18.1908602274408970 |
| 2005-11-01 | 17.9672209218043000 |
| 2005-12-01 | 18.1133407910463970 |
| 2006-01-01 | 18.1263234300427000 |
| 2006-02-01 | 18.2158736948867000 |
| 2006-03-01 | 18.2081055107340000 |
| 2006-04-01 | 18.3402701517729980 |
| 2006-05-01 | 18.2048336613286030 |
| 2006-06-01 | 18.4054668211323960 |
| 2006-07-01 | 18.3164681749636000 |
| 2006-08-01 | 18.3309369680691000 |
| 2006-09-01 | 18.2419519011953000 |
| 2006-10-01 | 18.1909750967794000 |
| 2006-11-01 | 18.1874964933520000 |
| 2006-12-01 | 18.2666571554787000 |
| 2007-01-01 | 18.4369798034506970 |
| 2007-02-01 | 18.4851491122606000 |
| 2007-03-01 | 18.6064115646487000 |
| 2007-04-01 | 18.5292839138804000 |
| 2007-05-01 | 18.6712982998591030 |
| 2007-06-01 | 18.7600388804281000 |
| 2007-07-01 | 18.8507178865275000 |
| 2007-08-01 | 19.0444977646132000 |
| 2007-09-01 | 19.0647006711824000 |
| 2007-10-01 | 19.2549610804293000 |
| 2007-11-01 | 19.4702520396651980 |
| 2007-12-01 | 19.4941700459408000 |
| 2008-01-01 | 19.5764359823766000 |
| 2008-02-01 | 19.6723912953583000 |
| 2008-03-01 | 19.6194773875653960 |
| 2008-04-01 | 19.8106864393359000 |
| 2008-05-01 | 19.8416010161877000 |
| 2008-06-01 | 19.8316348269973980 |
| 2008-07-01 | 19.7741050677780020 |
| 2008-08-01 | 19.7753939122686000 |
| 2008-09-01 | 19.9650751506271970 |
| 2008-10-01 | 19.9126399164963000 |
| 2008-11-01 | 19.8594845106227000 |
| 2008-12-01 | 19.8921468890978020 |
| 2009-01-01 | 19.7049889449593960 |
| 2009-02-01 | 19.8965455841056030 |
| 2009-03-01 | 20.4157217476833000 |
| 2009-04-01 | 20.8086777216367000 |
| 2009-05-01 | 20.8488996966707000 |
| 2009-06-01 | 20.7261849599083980 |
| 2009-07-01 | 21.0922429282782000 |
| 2009-08-01 | 20.8920477956306000 |
| 2009-09-01 | 21.2848471885678000 |
| 2009-10-01 | 21.3636595332458970 |
| 2009-11-01 | 21.4245381591248000 |
| 2009-12-01 | 21.4470426416489000 |
| 2010-01-01 | 21.4173599167618000 |
| 2010-02-01 | 21.6153085570426030 |
| 2010-03-01 | 21.6151567191437000 |
| 2010-04-01 | 21.7155746069941000 |
| 2010-05-01 | 21.8059697612000000 |
| 2010-06-01 | 21.6117580359783000 |
| 2010-07-01 | 21.9027920353606050 |
| 2010-08-01 | 21.8842684082634000 |
| 2010-09-01 | 22.0203062022287000 |
| 2010-10-01 | 22.1467844264101040 |
| 2010-11-01 | 22.2080793796374000 |
| 2010-12-01 | 22.2939638105653000 |
| 2011-01-01 | 22.2852840335136000 |
| 2011-02-01 | 22.2259545705709980 |
| 2011-03-01 | 22.4067357186676000 |
| 2011-04-01 | 22.5430690599803970 |
| 2011-05-01 | 22.4855797884631020 |
| 2011-06-01 | 22.6807100639667000 |
| 2011-07-01 | 22.8205653649060030 |
| 2011-08-01 | 23.0545750712047000 |
| 2011-09-01 | 23.0691992565323960 |
| 2011-10-01 | 23.1615100556120020 |
| 2011-11-01 | 23.1861129190159970 |
| 2011-12-01 | 23.2641024295692030 |
| 2012-01-01 | 23.4498548680876980 |
| 2012-02-01 | 23.3931545063380000 |
| 2012-03-01 | 23.5055259350992000 |
| 2012-04-01 | 23.3889946798705000 |
| 2012-05-01 | 23.2237730665649000 |
| 2012-06-01 | 23.4188118288055000 |
| 2012-07-01 | 23.2274611598953020 |
| 2012-08-01 | 23.6390376086518000 |
| 2012-09-01 | 23.7317254709621000 |
| 2012-10-01 | 23.7877579845808040 |
| 2012-11-01 | 23.8843895280670040 |
| 2012-12-01 | 23.9425199594286000 |
| 2013-01-01 | 23.7290528198317000 |
| 2013-02-01 | 24.0512867922287970 |
| 2013-03-01 | 23.9225395287892000 |
| 2013-04-01 | 24.0096216808890000 |
| 2013-05-01 | 24.0249204335083950 |
| 2013-06-01 | 24.1448325940463030 |
| 2013-07-01 | 24.1389651786558020 |
| 2013-08-01 | 24.0428509722615000 |
| 2013-09-01 | 24.1130143989938970 |
| 2013-10-01 | 23.9217102566683000 |
| 2013-11-01 | 23.9968884323433970 |
| 2013-12-01 | 23.9493247553774960 |
| 2014-01-01 | 24.0110858524426970 |
| 2014-02-01 | 24.1182131121481050 |
| 2014-03-01 | 24.2185433759939000 |
| 2014-04-01 | 24.1992597623173000 |
| 2014-05-01 | 24.4114664628297000 |
| 2014-06-01 | 24.4790662467710000 |
| 2014-07-01 | 24.5576764666938030 |
| 2014-08-01 | 24.6410942625313000 |
| 2014-09-01 | 24.6272045825148960 |
| 2014-10-01 | 25.0248326495040000 |
| 2014-11-01 | 24.9023990851662020 |
| 2014-12-01 | 25.1342266084248960 |
| 2015-01-01 | 25.1980227227881000 |
| 2015-02-01 | 25.1883958227498000 |
| 2015-03-01 | 25.3067859024245000 |
| 2015-04-01 | 25.5406462639196000 |
| 2015-05-01 | 25.7273310440985020 |
| 2015-06-01 | 25.7328570445171960 |
| 2015-07-01 | 25.9181885986134000 |
| 2015-08-01 | 25.9323729124698980 |
| 2015-09-01 | 26.2301990554887000 |
| 2015-10-01 | 26.3302272133826030 |
| 2015-11-01 | 26.4941216102296000 |
| 2015-12-01 | 26.5397494386676020 |
| 2016-01-01 | 26.6849467203148000 |
| 2016-02-01 | 26.7465050854277000 |
| 2016-03-01 | 26.8600819246021030 |
| 2016-04-01 | 26.9812342290173000 |
| 2016-05-01 | 26.7768542117966040 |
| 2016-06-01 | 26.9702697887792020 |
| 2016-07-01 | 27.0962346540830000 |
| 2016-08-01 | 27.3974753377118960 |
| 2016-09-01 | 27.4556592597781060 |
| 2016-10-01 | 27.4187393921086020 |
| 2016-11-01 | 27.6981387720614000 |
| 2016-12-01 | 27.7465910967806000 |
| 2017-01-01 | 27.7811967254153020 |
| 2017-02-01 | 27.9914079797278030 |
| 2017-03-01 | 28.0274654930561020 |
| 2017-04-01 | 28.0491643302390000 |
| 2017-05-01 | 28.1323561857068000 |
| 2017-06-01 | 28.2904308945719000 |
| 2017-07-01 | 28.3447338808917000 |
| 2017-08-01 | 28.4764867066609000 |
| 2017-09-01 | 28.4776199787413980 |
| 2017-10-01 | 28.5869933691667000 |
| 2017-11-01 | 28.6057541791858000 |
| 2017-12-01 | 28.7640421847686020 |
| 2018-01-01 | 28.8622850764056980 |
| 2018-02-01 | 28.9620692211648000 |
| 2018-03-01 | 29.1101895043618020 |
| 2018-04-01 | 29.2563378113196040 |
| 2018-05-01 | 29.2683161773973000 |
| 2018-06-01 | 29.3024298554774000 |
| 2018-07-01 | 29.1635119758950000 |
| 2018-08-01 | 29.1491840499636970 |
| 2018-09-01 | 29.1977537459117970 |
| 2018-10-01 | 29.2357407707348000 |
| 2018-11-01 | 29.2011438208319000 |
| 2018-12-01 | 29.2781208123762970 |
| 2019-01-01 | 29.4560531453333000 |
| 2019-02-01 | 29.5752461071203000 |
| 2019-03-01 | 29.5987009380969000 |
| 2019-04-01 | 29.7105487245058980 |
| 2019-05-01 | 29.6800803622641030 |
| 2019-06-01 | 29.7041455642315000 |
| 2019-07-01 | 29.9342045521328970 |
| 2019-08-01 | 29.9406355240713960 |
| 2019-09-01 | 30.0045818494076000 |
| 2019-10-01 | 30.0858815635564000 |
| 2019-11-01 | 30.2704242399088000 |
| 2019-12-01 | 30.3893813069315000 |
| 2020-01-01 | 30.6734731518668970 |
| 2020-02-01 | 30.9161065371474000 |
| 2020-03-01 | 30.5782473698352000 |
| 2020-04-01 | 27.1855705889739000 |
| 2020-05-01 | 28.4578502698413000 |
| 2020-06-01 | 29.0628923001026000 |
| 2020-07-01 | 29.3751796964373000 |
| 2020-08-01 | 29.9289819216978000 |
| 2020-09-01 | 30.2015732594443000 |
| 2020-10-01 | 30.5600723077304970 |
| 2020-11-01 | 30.9580262426915000 |
| 2020-12-01 | 31.0178521528596960 |
| 2021-01-01 | 31.1208637523033000 |
| 2021-02-01 | 31.2629491184204000 |
| 2021-03-01 | 31.6184905213754000 |
| 2021-04-01 | 31.6181078869952000 |
| 2021-05-01 | 31.7317986678525000 |
| 2021-06-01 | 31.8594204358423000 |
| 2021-07-01 | 31.8653958887723970 |
| 2021-08-01 | 31.7736998630050000 |
| 2021-09-01 | 31.6925404769317000 |
| 2021-10-01 | 32.1658724992620000 |
| 2021-11-01 | 32.3813441674261000 |
| 2021-12-01 | 32.0448394946661000 |
| 2022-01-01 | 32.1381947835613960 |
| 2022-02-01 | 32.3596263662928900 |
| 2022-03-01 | 32.5906783345548940 |
| 2022-04-01 | 32.9220541129455000 |
| 2022-05-01 | 33.3060183875424000 |
| 2022-06-01 | 33.2251127780634000 |
| 2022-07-01 | 33.4274499672580000 |
| 2022-08-01 | 33.7138477898905000 |
| 2022-09-01 | 33.9977471494153960 |
| 2022-10-01 | 34.2057058498528000 |
| 2022-11-01 | 34.3263483457897960 |
| 2022-12-01 | 34.4592593985484000 |
| 2023-01-01 | 34.7221021603106050 |
| 2023-02-01 | 34.9102777913211000 |
| 2023-03-01 | 35.1541149803862000 |
| 2023-04-01 | 35.1101556180285000 |
| 2023-05-01 | 35.3165197628015000 |
| 2023-06-01 | 35.4061402567024000 |
| 2023-07-01 | 35.4909446169781050 |
| 2023-08-01 | 35.5505530375351000 |
| 2023-09-01 | 35.8268403082353000 |
| 2023-10-01 | 35.7701781145657000 |
| 2023-11-01 | 36.0640989713707040 |
| 2023-12-01 | 36.4487212043982960 |
| 2024-01-01 | 36.6810016217624000 |
| 2024-02-01 | 36.8432129853136000 |
| 2024-03-01 | 36.6710167350096000 |
| 2024-04-01 | 37.0835133664799000 |
| 2024-05-01 | 37.1521535839282040 |
| 2024-06-01 | 37.8125289097476000 |
| 2024-07-01 | 37.8839221349305000 |
| 2024-08-01 | 37.9535901501560000 |
| 2024-09-01 | 37.8734906360179000 |
| 2024-10-01 | 38.0948658398012000 |
