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 St. Louis, MO-IL (MSA) Series ID: STLEDUH 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 2024-04-01 Last Updated: 2024-05-18 4:23 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/STLEDUHN). 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 1990-01-01 130.94570956873600 1990-02-01 131.65053965758000 1990-03-01 131.99714508015100 1990-04-01 132.04114936643802 1990-05-01 132.68202782126102 1990-06-01 133.32183162545800 1990-07-01 133.81123349186700 1990-08-01 134.60900492382498 1990-09-01 134.47834715467800 1990-10-01 136.27968980200600 1990-11-01 137.19839970826300 1990-12-01 137.02933806822900 1991-01-01 136.07922387257900 1991-02-01 136.12600929786200 1991-03-01 136.45308772579398 1991-04-01 136.36648651290500 1991-05-01 136.92088503474702 1991-06-01 137.26807015494800 1991-07-01 138.42834194677602 1991-08-01 139.02103736607400 1991-09-01 139.37574787811198 1991-10-01 140.19242632960900 1991-11-01 140.81510833979600 1991-12-01 141.12851637470501 1992-01-01 141.59597517213600 1992-02-01 141.26831160438800 1992-03-01 142.03766809790600 1992-04-01 143.01271409037702 1992-05-01 143.13621260788700 1992-06-01 143.74549185796698 1992-07-01 144.30107395795798 1992-08-01 144.58199340963700 1992-09-01 144.96906107638600 1992-10-01 144.66525174782900 1992-11-01 145.54229392423100 1992-12-01 145.97673920401000 1993-01-01 147.40153672278800 1993-02-01 147.64406536779398 1993-03-01 148.16827990811800 1993-04-01 148.81046623555200 1993-05-01 149.46272640816798 1993-06-01 150.13682614786700 1993-07-01 149.90297500078302 1993-08-01 150.06243529967000 1993-09-01 149.94045229604500 1993-10-01 151.14239670592198 1993-11-01 151.14266510165400 1993-12-01 151.91599175512300 1994-01-01 152.03519664799700 1994-02-01 152.49624172810200 1994-03-01 152.94621711696800 1994-04-01 153.56976987042998 1994-05-01 154.08563181715098 1994-06-01 154.00842366965202 1994-07-01 154.18629354886800 1994-08-01 154.60543134492400 1994-09-01 155.20548314525100 1994-10-01 155.30637112470000 1994-11-01 155.73530858051700 1994-12-01 155.86391046643300 1995-01-01 152.80090259441602 1995-02-01 153.64588750882402 1995-03-01 153.39970895854700 1995-04-01 153.14869058224500 1995-05-01 152.71965103501802 1995-06-01 153.03609184660100 1995-07-01 152.63171126559900 1995-08-01 152.77382024293100 1995-09-01 152.87986302417602 1995-10-01 152.88556420187402 1995-11-01 153.14505976800900 1995-12-01 153.24782598063600 1996-01-01 154.03946601336398 1996-02-01 153.96288087593200 1996-03-01 154.50794487467000 1996-04-01 154.19340389112500 1996-05-01 153.54092694382098 1996-06-01 153.07144299333000 1996-07-01 155.17421073495900 1996-08-01 155.14662538590702 1996-09-01 155.94000775687002 1996-10-01 156.54191972420700 1996-11-01 157.17380964264402 1996-12-01 157.78784835499300 1997-01-01 157.31798999427400 1997-02-01 158.40426900294600 1997-03-01 159.30787215196700 1997-04-01 159.08547622783300 1997-05-01 160.32168423296800 1997-06-01 160.39548661556300 1997-07-01 161.11969586656000 1997-08-01 161.86403035164102 1997-09-01 162.34983234346300 1997-10-01 165.95503554126898 1997-11-01 166.44884396644300 1997-12-01 167.00915333646100 1998-01-01 168.79617756170200 1998-02-01 168.47247458752500 1998-03-01 168.61799053656000 1998-04-01 169.30478441989100 1998-05-01 170.53717444148000 1998-06-01 171.01787595554200 1998-07-01 171.55748690452802 1998-08-01 172.04751428954700 1998-09-01 171.75487243142200 1998-10-01 172.20737657447600 1998-11-01 172.38154605141997 1998-12-01 172.76050819526900 1999-01-01 172.25349291465800 1999-02-01 173.17461685405000 1999-03-01 172.68675454769902 1999-04-01 174.92587308938300 1999-05-01 174.26302215722100 1999-06-01 174.81948528841400 1999-07-01 175.66967015119500 1999-08-01 175.56229033049098 1999-09-01 175.96633693433202 1999-10-01 176.93874198352700 1999-11-01 177.19918387512797 1999-12-01 177.46319871727601 2000-01-01 177.85410857857400 2000-02-01 178.69411520978400 2000-03-01 179.15341093041800 2000-04-01 179.63926994012698 2000-05-01 179.64742230050499 2000-06-01 179.98561183740898 2000-07-01 180.26944213444600 2000-08-01 180.37996826627702 2000-09-01 181.07565641386600 2000-10-01 180.77632424517200 2000-11-01 181.11887073819000 2000-12-01 181.19215240094700 2001-01-01 181.83089427174800 2001-02-01 182.47352161914900 2001-03-01 182.96191686360600 2001-04-01 184.35478965237500 2001-05-01 184.70852371049400 2001-06-01 185.44479589918598 2001-07-01 185.75545406381698 2001-08-01 186.41191684305699 2001-09-01 186.70323442561698 2001-10-01 187.57064648545398 2001-11-01 188.36395195744302 2001-12-01 189.21044511520600 2002-01-01 189.75292896477000 2002-02-01 190.28543827544200 2002-03-01 190.18423848357497 2002-04-01 191.45768206349700 2002-05-01 192.89929427050998 2002-06-01 193.53899799946998 2002-07-01 193.42232885865502 2002-08-01 194.66375025493100 2002-09-01 194.78808738115800 2002-10-01 194.29935081001702 2002-11-01 194.80887147586898 2002-12-01 195.50537588273700 2003-01-01 193.36871618599300 2003-02-01 193.33767223164100 2003-03-01 193.51376995853800 2003-04-01 192.65241930256303 2003-05-01 192.56137942080700 2003-06-01 192.58077219097999 2003-07-01 193.37245338104802 2003-08-01 193.59312247964002 2003-09-01 194.27967161831000 2003-10-01 194.06358738516300 2003-11-01 193.80241361433997 2003-12-01 194.58462094384800 2004-01-01 194.20957973739600 2004-02-01 194.70689261433700 2004-03-01 194.97220686929500 2004-04-01 195.33262455398102 2004-05-01 195.54437566194600 2004-06-01 195.57599595767600 2004-07-01 196.11889654452300 2004-08-01 196.17791453757600 2004-09-01 196.37121363333900 2004-10-01 198.15883173174197 2004-11-01 198.05271325048300 2004-12-01 198.34759058806400 2005-01-01 199.19585042787300 2005-02-01 199.56586601982102 2005-03-01 199.47536030297900 2005-04-01 199.99483371866000 2005-05-01 199.90704952750000 2005-06-01 200.04082064702598 2005-07-01 200.45740891169700 2005-08-01 200.63079196491800 2005-09-01 201.22742871167702 2005-10-01 201.99082317706100 2005-11-01 202.31719838299801 2005-12-01 202.76646559560700 2006-01-01 203.26998591983102 2006-02-01 204.37642252296000 2006-03-01 205.26029586231098 2006-04-01 205.12087353501500 2006-05-01 205.46533314478200 2006-06-01 205.87185546240502 2006-07-01 205.35393318480598 2006-08-01 205.67140624274600 2006-09-01 206.43480625264098 2006-10-01 208.05185170577200 2006-11-01 207.85116339172902 2006-12-01 208.22704109949902 2007-01-01 209.14689765469100 2007-02-01 208.89397785552600 2007-03-01 209.75434424015498 2007-04-01 210.34184249388100 2007-05-01 211.13730461303300 2007-06-01 211.84263778057200 2007-07-01 212.62086698047900 2007-08-01 213.11624197169000 2007-09-01 213.42143487641800 2007-10-01 213.52446008027900 2007-11-01 214.20697407584703 2007-12-01 215.02392951175500 2008-01-01 214.51718291689700 2008-02-01 213.92861709257700 2008-03-01 213.62570200104300 2008-04-01 214.02313722102102 2008-05-01 214.55264106110698 2008-06-01 215.09521757126302 2008-07-01 216.04692479250100 2008-08-01 216.69356887490600 2008-09-01 216.98999630875500 2008-10-01 217.08363567859502 2008-11-01 217.57503036175203 2008-12-01 218.22075609333000 2009-01-01 218.53679989156100 2009-02-01 217.80364667746300 2009-03-01 217.86862371776598 2009-04-01 217.00155367024600 2009-05-01 218.18643552315400 2009-06-01 219.51465341160600 2009-07-01 219.84599231419602 2009-08-01 220.85513460387200 2009-09-01 220.81294962938900 2009-10-01 220.38826075107800 2009-11-01 220.83782441605700 2009-12-01 222.03685457165100 2010-01-01 223.34752968912701 2010-02-01 225.71289784211300 2010-03-01 226.13015144268502 2010-04-01 226.37950375949000 2010-05-01 227.28238950628700 2010-06-01 227.44265285441102 2010-07-01 227.05813249074300 2010-08-01 227.26404361490700 2010-09-01 228.47772814043702 2010-10-01 230.78299785516300 2010-11-01 231.09595780811500 2010-12-01 231.47514638062700 2011-01-01 231.73770792854302 2011-02-01 232.16024435359100 2011-03-01 232.87804992062402 2011-04-01 232.91666306112400 2011-05-01 233.87919192727900 2011-06-01 233.70508847862598 2011-07-01 234.09348900794103 2011-08-01 234.48906801914600 2011-09-01 236.17742454067402 2011-10-01 236.82964549357400 2011-11-01 237.06109727026300 2011-12-01 237.73927742460700 2012-01-01 238.26727143622200 2012-02-01 239.66534229657398 2012-03-01 240.70267254336400 2012-04-01 235.11501984790297 2012-05-01 235.58365490046600 2012-06-01 236.23608156283000 2012-07-01 236.59242554674900 2012-08-01 236.93702524552600 2012-09-01 238.24548584677800 2012-10-01 237.29860322785703 2012-11-01 237.30789457678200 2012-12-01 238.84740613601102 2013-01-01 238.62039206241403 2013-02-01 239.22402654545600 2013-03-01 239.58526321028600 2013-04-01 233.88162348425800 2013-05-01 233.69945802993598 2013-06-01 234.31360112800200 2013-07-01 234.31706791490900 2013-08-01 234.59296026102600 2013-09-01 234.22899831433000 2013-10-01 234.10073185155602 2013-11-01 234.35495863692400 2013-12-01 234.40260066847000 2014-01-01 235.09971019207600 2014-02-01 236.61305315934700 2014-03-01 235.84412671102500 2014-04-01 237.70387794621600 2014-05-01 237.34943612147302 2014-06-01 237.24181342959400 2014-07-01 238.68916131116600 2014-08-01 239.52311554177800 2014-09-01 239.55943114084300 2014-10-01 241.20414836495500 2014-11-01 241.98040163158300 2014-12-01 241.94789022978802 2015-01-01 245.48614508079100 2015-02-01 243.41210957412602 2015-03-01 243.38432107522200 2015-04-01 245.92450844915000 2015-05-01 246.36984576249900 2015-06-01 247.57388682340400 2015-07-01 248.20809831948003 2015-08-01 248.10486214437700 2015-09-01 247.48399318217800 2015-10-01 249.54948785279800 2015-11-01 249.98074178086398 2015-12-01 250.31019822112998 2016-01-01 251.03563459174802 2016-02-01 250.41878561844700 2016-03-01 251.59314592824100 2016-04-01 251.10945725185300 2016-05-01 251.32636489352200 2016-06-01 251.64714652634800 2016-07-01 252.28225169336000 2016-08-01 252.90849316789300 2016-09-01 253.61789702141300 2016-10-01 254.27619655720298 2016-11-01 254.46061666378800 2016-12-01 255.20966242752200 2017-01-01 256.25625830431403 2017-02-01 256.38480391721600 2017-03-01 256.71513708706700 2017-04-01 257.83588136794200 2017-05-01 258.78462895669900 2017-06-01 259.30117231538900 2017-07-01 258.30917439324000 2017-08-01 259.13194863456800 2017-09-01 259.60065296346000 2017-10-01 258.63758745081900 2017-11-01 259.43141918179197 2017-12-01 260.46827108441000 2018-01-01 259.42772741913797 2018-02-01 259.69883649542200 2018-03-01 259.90369338622300 2018-04-01 259.81233166876300 2018-05-01 259.49490847943100 2018-06-01 259.30442183491700 2018-07-01 259.90144419145400 2018-08-01 259.93536382309600 2018-09-01 260.29273946331904 2018-10-01 260.86713182566900 2018-11-01 260.83545894459600 2018-12-01 261.49800252917500 2019-01-01 262.38732437818800 2019-02-01 262.88816587130697 2019-03-01 263.23284228407300 2019-04-01 264.21189645018000 2019-05-01 263.96762977450500 2019-06-01 263.47131762368200 2019-07-01 264.06638765777400 2019-08-01 264.48205153810200 2019-09-01 266.62442520597597 2019-10-01 265.73403565211200 2019-11-01 265.67356310828900 2019-12-01 266.67633065929300 2020-01-01 268.17154282437000 2020-02-01 267.01952442465500 2020-03-01 265.72422933770200 2020-04-01 241.08619383566600 2020-05-01 242.30195873140500 2020-06-01 246.93303909856300 2020-07-01 248.47095525335800 2020-08-01 251.43154077311797 2020-09-01 251.31079180773898 2020-10-01 253.18296495357200 2020-11-01 254.07494681030300 2020-12-01 256.29168087185400 2021-01-01 255.17833883847900 2021-02-01 255.99673677117600 2021-03-01 258.33374623867200 2021-04-01 257.94603451073300 2021-05-01 257.51841686269200 2021-06-01 259.86823384012797 2021-07-01 260.07208025498200 2021-08-01 259.61419719725200 2021-09-01 258.44852251763800 2021-10-01 258.47212328273200 2021-11-01 259.37664124060797 2021-12-01 259.95329053756500 2022-01-01 259.32835312653000 2022-02-01 260.39058217386200 2022-03-01 260.70988103406300 2022-04-01 260.86900472263200 2022-05-01 261.77680853177900 2022-06-01 265.29264050663300 2022-07-01 262.07660331873900 2022-08-01 263.27267950594100 2022-09-01 263.88978721927504 2022-10-01 263.21316229760504 2022-11-01 263.95875973929100 2022-12-01 263.49573717474100 2023-01-01 268.63999412037000 2023-02-01 269.20444722320997 2023-03-01 269.08633789589000 2023-04-01 269.41346646861600 2023-05-01 269.58150622955600 2023-06-01 271.56584858847300 2023-07-01 271.99634169978697 2023-08-01 272.10058733050500 2023-09-01 272.47844263478500 2023-10-01 273.82671585754300 2023-11-01 274.37011599522400 2023-12-01 275.16972011570100 2024-01-01 277.35364419234200 2024-02-01 278.07849794788700 2024-03-01 279.66961590100203 2024-04-01 281.25771756540900