NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Education and Health Services: Private Education and Health Services in Knoxville, TN (MSA) Series ID: KNOX947EDUH 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 2024-03-01 Last Updated: 2024-04-20 7:00 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/KNOX947EDUHN). 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 24.682638452161600 1990-02-01 24.703385277817997 1990-03-01 24.836145910675900 1990-04-01 24.709176809453396 1990-05-01 24.802813628702303 1990-06-01 24.887579820477900 1990-07-01 24.826455921014600 1990-08-01 25.118928307507700 1990-09-01 25.232344274038200 1990-10-01 25.248864133594200 1990-11-01 25.435606517557000 1990-12-01 25.408276081101498 1991-01-01 25.498073824974398 1991-02-01 25.702366316614300 1991-03-01 25.627392224069702 1991-04-01 25.800936716416900 1991-05-01 25.898739031097303 1991-06-01 26.079965398777000 1991-07-01 26.541895185746302 1991-08-01 26.536246425203200 1991-09-01 26.638253079309003 1991-10-01 26.733697627580000 1991-11-01 26.929927532790900 1991-12-01 27.209805692936502 1992-01-01 27.324053804812603 1992-02-01 27.295958692252000 1992-03-01 27.513301656294498 1992-04-01 27.789740024438500 1992-05-01 27.987979653835800 1992-06-01 28.163685894691200 1992-07-01 28.761416186560503 1992-08-01 28.765189782149800 1992-09-01 29.045408111981896 1992-10-01 29.206872909735800 1992-11-01 29.423664068803100 1992-12-01 29.710042766922804 1993-01-01 30.175405428175303 1993-02-01 30.199205448909300 1993-03-01 30.279317185502100 1993-04-01 30.775364250224104 1993-05-01 30.688124532295700 1993-06-01 30.744747649448104 1993-07-01 30.471646226674900 1993-08-01 30.488005449104598 1993-09-01 30.444604491448498 1993-10-01 30.583095444540000 1993-11-01 30.525736817230300 1993-12-01 30.520184377648803 1994-01-01 30.422286053692304 1994-02-01 30.502131004958702 1994-03-01 30.550989440097000 1994-04-01 30.466895229993400 1994-05-01 30.395319227566000 1994-06-01 30.319052378276800 1994-07-01 30.363612303896602 1994-08-01 30.383398568629500 1994-09-01 30.525543783682300 1994-10-01 30.878579001265898 1994-11-01 30.934061035808202 1994-12-01 30.910014315512800 1995-01-01 31.302881287568198 1995-02-01 31.436337605733200 1995-03-01 31.634339381060800 1995-04-01 31.560354635812804 1995-05-01 31.906994592659900 1995-06-01 31.993575547503000 1995-07-01 31.944416998526300 1995-08-01 32.057603943456996 1995-09-01 32.175156506193000 1995-10-01 32.388873425343300 1995-11-01 32.526761703909300 1995-12-01 32.576533318418896 1996-01-01 31.989651136144200 1996-02-01 32.288069658862000 1996-03-01 32.445954160123200 1996-04-01 32.471668122626400 1996-05-01 32.306957477596000 1996-06-01 32.263446002452800 1996-07-01 32.808789091800300 1996-08-01 33.010893786326500 1996-09-01 33.126998781286500 1996-10-01 33.121262643536300 1996-11-01 33.225448148384800 1996-12-01 33.444042214089800 1997-01-01 33.370782157245195 1997-02-01 33.453811416870300 1997-03-01 33.466373311913500 1997-04-01 33.779536793041004 1997-05-01 33.690777329136500 1997-06-01 33.834710246236300 1997-07-01 34.678226281415604 1997-08-01 34.870098332805900 1997-09-01 34.600902743984605 1997-10-01 34.148907028462400 1997-11-01 34.215484180144100 1997-12-01 34.419920561616200 1998-01-01 34.312634926469194 1998-02-01 34.407655605509800 1998-03-01 34.594414488790400 1998-04-01 34.887031190408200 1998-05-01 35.055203198185000 1998-06-01 34.994674986667400 1998-07-01 35.072427862479700 1998-08-01 34.952908290861200 1998-09-01 35.322643063560210 1998-10-01 34.757465310976600 1998-11-01 34.801135866823600 1998-12-01 34.828333351051200 1999-01-01 34.394408969409900 1999-02-01 34.321600923228500 1999-03-01 34.316278922577500 1999-04-01 34.087099094934800 1999-05-01 34.215426881446400 1999-06-01 34.375852845790800 1999-07-01 34.496856360305800 1999-08-01 34.562437236171604 1999-09-01 34.593761324242800 1999-10-01 34.635581182053300 1999-11-01 34.768860017954600 1999-12-01 34.845181204732100 2000-01-01 35.259152346687900 2000-02-01 35.527613930665204 2000-03-01 35.437601144486100 2000-04-01 35.401958590137000 2000-05-01 35.591217997145400 2000-06-01 35.454977327154005 2000-07-01 35.431034574038500 2000-08-01 35.581542535446204 2000-09-01 35.658405405481000 2000-10-01 36.087143008940700 2000-11-01 36.222393808400604 2000-12-01 36.257657501525700 2001-01-01 36.400647688641210 2001-02-01 36.621898178116204 2001-03-01 36.869204459327900 2001-04-01 37.021747739798300 2001-05-01 37.096672478623205 2001-06-01 37.257880948223200 2001-07-01 37.156996541578700 2001-08-01 37.285210457285500 2001-09-01 37.300708521949700 2001-10-01 37.534122016946505 2001-11-01 37.678609237143505 2001-12-01 37.740785837398100 2002-01-01 38.258055196986300 2002-02-01 38.543481838189100 2002-03-01 38.511036790151800 2002-04-01 38.948277710826000 2002-05-01 39.132460004320600 2002-06-01 39.377954509273400 2002-07-01 39.347282923752900 2002-08-01 39.665523946789900 2002-09-01 39.808788023913294 2002-10-01 39.981541245580900 2002-11-01 40.150571224524000 2002-12-01 40.212997637516295 2003-01-01 40.114490464861795 2003-02-01 40.178722548880900 2003-03-01 40.258810201605500 2003-04-01 40.381182759618795 2003-05-01 40.475804453149500 2003-06-01 40.614037272936294 2003-07-01 40.908386296429400 2003-08-01 40.918392266238996 2003-09-01 41.495104146883000 2003-10-01 41.458142801112900 2003-11-01 41.557363871082295 2003-12-01 41.677954469448295 2004-01-01 41.387146589994000 2004-02-01 41.622537685857600 2004-03-01 41.680535188655895 2004-04-01 41.718140716878295 2004-05-01 41.822382569480100 2004-06-01 41.948169705825600 2004-07-01 42.244762330586000 2004-08-01 42.367544220580400 2004-09-01 42.372487881628100 2004-10-01 42.248552515426300 2004-11-01 42.400888916012896 2004-12-01 42.584513773570300 2005-01-01 42.957736317660704 2005-02-01 42.843414430316500 2005-03-01 43.092285457197505 2005-04-01 43.240158308088105 2005-05-01 43.442030735018210 2005-06-01 43.468932197909400 2005-07-01 43.600699025598200 2005-08-01 43.726076331210390 2005-09-01 43.842387521005110 2005-10-01 44.151935455601794 2005-11-01 44.251715687402900 2005-12-01 44.301700562434995 2006-01-01 44.448586680800800 2006-02-01 44.448490376862004 2006-03-01 44.802394924413000 2006-04-01 44.635881858660000 2006-05-01 44.723851391927900 2006-06-01 44.975885552212600 2006-07-01 45.074065281681300 2006-08-01 45.201638656635800 2006-09-01 45.113738499927100 2006-10-01 45.169427555086790 2006-11-01 45.216708982577200 2006-12-01 45.452570333702496 2007-01-01 45.549275107085290 2007-02-01 45.625920268204300 2007-03-01 45.710158293284210 2007-04-01 45.706329017228896 2007-05-01 45.680032594206710 2007-06-01 45.864378400534896 2007-07-01 46.176176409334900 2007-08-01 46.390555731058210 2007-09-01 46.577597902167206 2007-10-01 46.801910057188210 2007-11-01 46.864828322556400 2007-12-01 46.995415626433500 2008-01-01 47.489396135259290 2008-02-01 47.807606916674600 2008-03-01 47.626194655700900 2008-04-01 47.860653055590600 2008-05-01 48.129003880259000 2008-06-01 48.054695600762700 2008-07-01 47.576063394071400 2008-08-01 47.592508258216500 2008-09-01 47.434246475262500 2008-10-01 48.033521580346600 2008-11-01 48.205771036936100 2008-12-01 48.345300940502100 2009-01-01 48.022491956871300 2009-02-01 48.074673320409005 2009-03-01 47.915830080311600 2009-04-01 48.211816279577796 2009-05-01 48.590483781122890 2009-06-01 48.557278426670100 2009-07-01 48.793915636039000 2009-08-01 48.801320910508300 2009-09-01 48.691229986633900 2009-10-01 48.466207628591300 2009-11-01 48.422602441571600 2009-12-01 48.564906136731200 2010-01-01 48.658989645855600 2010-02-01 48.760940848402996 2010-03-01 48.890367816691295 2010-04-01 48.875356103478794 2010-05-01 48.862585891226395 2010-06-01 48.882586020247295 2010-07-01 48.830265397000800 2010-08-01 48.918089304862000 2010-09-01 49.067714950281200 2010-10-01 49.181575552227900 2010-11-01 49.423004306627900 2010-12-01 49.363509004063800 2011-01-01 49.467903926617005 2011-02-01 49.758373921145804 2011-03-01 49.831396768003700 2011-04-01 50.355020348600900 2011-05-01 50.252776930177600 2011-06-01 50.518264588379600 2011-07-01 50.701100050548500 2011-08-01 50.641984759161610 2011-09-01 50.764843772342100 2011-10-01 50.476640980285794 2011-11-01 50.293540475590106 2011-12-01 50.133182458840000 2012-01-01 50.359168154486700 2012-02-01 50.348158334663495 2012-03-01 50.357446864315500 2012-04-01 50.252372017678496 2012-05-01 50.259524992158500 2012-06-01 50.369530416356300 2012-07-01 50.576556606881500 2012-08-01 50.686793288883294 2012-09-01 50.697225850363200 2012-10-01 51.054610384124004 2012-11-01 50.764139978875704 2012-12-01 50.906536533242000 2013-01-01 50.409775175885294 2013-02-01 50.615233334088000 2013-03-01 50.688280633966800 2013-04-01 50.554393835273500 2013-05-01 50.464184144534904 2013-06-01 49.916167995137800 2013-07-01 50.053672290695600 2013-08-01 50.145724137895800 2013-09-01 50.260567631103110 2013-10-01 50.333639362522405 2013-11-01 50.629126345975800 2013-12-01 50.678473174931000 2014-01-01 50.454310838778400 2014-02-01 50.368801104044100 2014-03-01 50.430637356315295 2014-04-01 50.259426256012000 2014-05-01 50.755564376272794 2014-06-01 50.863023290482290 2014-07-01 51.012967392386100 2014-08-01 51.301109754172400 2014-09-01 51.527708764546496 2014-10-01 51.918395781229290 2014-11-01 51.898705024377800 2014-12-01 51.962185292960210 2015-01-01 52.003440610787600 2015-02-01 52.119244240320100 2015-03-01 52.294243093804290 2015-04-01 52.155574086318296 2015-05-01 52.340533965201300 2015-06-01 52.404840314223390 2015-07-01 52.458888135489290 2015-08-01 52.436698881664600 2015-09-01 52.499988446039000 2015-10-01 52.618455226622600 2015-11-01 52.566771827401200 2015-12-01 52.663099403066795 2016-01-01 52.761120324743700 2016-02-01 52.959779719935206 2016-03-01 52.974516656575600 2016-04-01 53.254002342188100 2016-05-01 53.238390241648900 2016-06-01 53.444198045719990 2016-07-01 53.477422463623704 2016-08-01 53.554558600250700 2016-09-01 53.643096392334500 2016-10-01 53.820695937722995 2016-11-01 53.936306040908700 2016-12-01 54.066549114939605 2017-01-01 54.433860847572100 2017-02-01 54.704956453686900 2017-03-01 54.589534541121000 2017-04-01 54.549633716497300 2017-05-01 54.568933094016510 2017-06-01 54.484715902832200 2017-07-01 54.673521814094600 2017-08-01 54.539558304051894 2017-09-01 54.570753885004500 2017-10-01 54.613412566680005 2017-11-01 54.700287104031600 2017-12-01 54.652237138635400 2018-01-01 54.736502790095500 2018-02-01 54.772790229404500 2018-03-01 54.806644448830500 2018-04-01 54.846600430744600 2018-05-01 55.030416799928595 2018-06-01 54.931235729821700 2018-07-01 54.743793391276505 2018-08-01 54.914471978251200 2018-09-01 54.777451982696000 2018-10-01 54.790136356037210 2018-11-01 54.852413699841000 2018-12-01 54.941958565122390 2019-01-01 55.070475420020706 2019-02-01 55.153752019833405 2019-03-01 55.222888689185000 2019-04-01 55.246497161278800 2019-05-01 55.404999053066300 2019-06-01 55.369668403495500 2019-07-01 55.214559302886490 2019-08-01 55.590186837674295 2019-09-01 55.960800848835795 2019-10-01 55.863806972052790 2019-11-01 56.091473777449500 2019-12-01 56.323812615611900 2020-01-01 56.650261820601300 2020-02-01 56.744552640736400 2020-03-01 56.712650807735700 2020-04-01 52.147467023383100 2020-05-01 52.962541441353800 2020-06-01 53.983363479480495 2020-07-01 54.281476812649295 2020-08-01 54.599742262982204 2020-09-01 54.727842872557600 2020-10-01 55.446285043646000 2020-11-01 55.369367054682210 2020-12-01 55.628118981495200 2021-01-01 55.101375617829000 2021-02-01 55.235799624673100 2021-03-01 55.295996089510900 2021-04-01 55.333357825569000 2021-05-01 55.089997778468600 2021-06-01 55.086027260165900 2021-07-01 55.177303018015000 2021-08-01 55.128031689257895 2021-09-01 54.899869998015600 2021-10-01 55.141951033761900 2021-11-01 55.170673765581206 2021-12-01 55.125652689240400 2022-01-01 55.553709109750700 2022-02-01 55.938403869454696 2022-03-01 56.261782740764600 2022-04-01 56.210036443626800 2022-05-01 56.383119130447900 2022-06-01 56.183024048405100 2022-07-01 56.891332934958000 2022-08-01 57.072136036653400 2022-09-01 57.578694910651905 2022-10-01 57.433178232715300 2022-11-01 57.868969661190796 2022-12-01 57.923475236247300 2023-01-01 57.886975484496496 2023-02-01 58.239034387647100 2023-03-01 58.322290255580900 2023-04-01 58.594454635388790 2023-05-01 59.349108119976904 2023-06-01 58.882179107469504 2023-07-01 58.428473162138005 2023-08-01 59.010862008108100 2023-09-01 59.358618853023500 2023-10-01 59.641200366442206 2023-11-01 59.775455098921000 2023-12-01 60.212417582227104 2024-01-01 60.510271840542096 2024-02-01 60.538395251016290 2024-03-01 60.791787554317210