Title: All Employees: Education and Health Services: Private Education and Health Services in Houston-The Woodlands-Sugar Land, TX (MSA) Series ID: HOUS448EDUH 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 2024-02-01 Last Updated: 2024-03-23 5:21 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/HOUS448EDUHN). 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 1990-01-01 166.61297196603200 1990-02-01 158.42173000561100 1990-03-01 159.73917084118400 1990-04-01 159.28427910779800 1990-05-01 159.56794618913298 1990-06-01 160.77115589737699 1990-07-01 161.70758524240500 1990-08-01 162.27007968811301 1990-09-01 164.01426307831900 1990-10-01 163.37620599936600 1990-11-01 163.92418731414000 1990-12-01 164.25955757927000 1991-01-01 163.27307584098500 1991-02-01 164.89204969767700 1991-03-01 165.27609579698200 1991-04-01 165.47423892618000 1991-05-01 166.37826399688000 1991-06-01 166.48772661871100 1991-07-01 166.32158403144800 1991-08-01 166.79366468896700 1991-09-01 167.26487385033198 1991-10-01 168.66450747302200 1991-11-01 169.23651872296000 1991-12-01 169.03125131789400 1992-01-01 169.84216145267500 1992-02-01 170.27071043522200 1992-03-01 170.32473552462798 1992-04-01 171.25485406818300 1992-05-01 171.85888210337900 1992-06-01 172.18355679929402 1992-07-01 172.96441475113700 1992-08-01 173.15162557388200 1992-09-01 173.68957930829498 1992-10-01 174.67655838251200 1992-11-01 175.39232782400300 1992-12-01 176.60194063051300 1993-01-01 177.71949338903800 1993-02-01 178.25333236346200 1993-03-01 179.30068186624501 1993-04-01 179.42514206732702 1993-05-01 178.53199102315602 1993-06-01 178.85249647347800 1993-07-01 180.62557648683202 1993-08-01 180.88964312312500 1993-09-01 181.59644017168597 1993-10-01 180.51855754916000 1993-11-01 180.48633460306300 1993-12-01 180.82623999424700 1994-01-01 180.44293643814700 1994-02-01 180.57117684366000 1994-03-01 180.87434275406200 1994-04-01 181.90348609953500 1994-05-01 182.38724226178797 1994-06-01 182.41118915747000 1994-07-01 184.71672595271400 1994-08-01 185.26403452460400 1994-09-01 185.92313441395402 1994-10-01 184.08410970083300 1994-11-01 184.38449926341100 1994-12-01 185.04207998741100 1995-01-01 185.72193259497400 1995-02-01 186.36076299575902 1995-03-01 187.00421288063302 1995-04-01 187.49875755547700 1995-05-01 187.83818006767500 1995-06-01 188.58072713329202 1995-07-01 188.13736797052000 1995-08-01 188.54128691151902 1995-09-01 188.66319491193800 1995-10-01 188.50348195599900 1995-11-01 189.04693946557900 1995-12-01 189.47497895456797 1996-01-01 189.78867410037700 1996-02-01 189.79945320294400 1996-03-01 189.74115126300800 1996-04-01 189.22692329434700 1996-05-01 190.78534486532600 1996-06-01 191.54814116463902 1996-07-01 191.86479860784598 1996-08-01 192.52882852169498 1996-09-01 192.93387796488800 1996-10-01 196.25415681362202 1996-11-01 197.35355179993698 1996-12-01 197.60233779473802 1997-01-01 198.56562737214100 1997-02-01 196.54061440592900 1997-03-01 200.19005424538503 1997-04-01 201.14955356983700 1997-05-01 202.03606634641000 1997-06-01 202.35668145392700 1997-07-01 202.97740249334998 1997-08-01 203.87334168276300 1997-09-01 204.68271355566500 1997-10-01 206.18012130473300 1997-11-01 206.15777898296600 1997-12-01 207.35318997916198 1998-01-01 207.58965182979900 1998-02-01 208.79232175631302 1998-03-01 209.81375047534002 1998-04-01 209.87058800999200 1998-05-01 210.50220074765300 1998-06-01 210.59902984729402 1998-07-01 211.02517579365698 1998-08-01 211.81591682521500 1998-09-01 212.78248216543201 1998-10-01 210.54295157104698 1998-11-01 210.81512464361400 1998-12-01 212.03990878156102 1999-01-01 211.21772723980500 1999-02-01 211.07113731826098 1999-03-01 214.97339010871200 1999-04-01 215.16196970223203 1999-05-01 215.59747791933600 1999-06-01 216.85211316012797 1999-07-01 217.74953600631600 1999-08-01 217.90353438075698 1999-09-01 218.70493904512900 1999-10-01 219.91375291176700 1999-11-01 220.75840235892602 1999-12-01 220.45174710200100 2000-01-01 221.17865622707700 2000-02-01 221.43695526073500 2000-03-01 222.35352304922100 2000-04-01 223.27076903974603 2000-05-01 223.18433706625802 2000-06-01 223.41921922131500 2000-07-01 224.09487358823398 2000-08-01 223.55099598637600 2000-09-01 224.04278267192500 2000-10-01 223.91371764102797 2000-11-01 224.62659435175300 2000-12-01 225.47835448732100 2001-01-01 226.05225283931500 2001-02-01 226.85578932410800 2001-03-01 227.45921171394500 2001-04-01 228.17826002548900 2001-05-01 229.78825906663700 2001-06-01 230.62669552959400 2001-07-01 231.57616161471700 2001-08-01 233.28610037174700 2001-09-01 234.13840555375400 2001-10-01 235.51061502188300 2001-11-01 236.78854732982498 2001-12-01 237.72483006129200 2002-01-01 239.21260056408600 2002-02-01 240.00424029595600 2002-03-01 240.27776093427700 2002-04-01 241.41184165766700 2002-05-01 241.75684842573898 2002-06-01 243.10457586474300 2002-07-01 243.53639525246200 2002-08-01 244.49568744833198 2002-09-01 244.14123542736098 2002-10-01 243.10231115796800 2002-11-01 244.51153003914100 2002-12-01 244.78532953738200 2003-01-01 245.65561697094898 2003-02-01 247.01141216460400 2003-03-01 247.95734665803903 2003-04-01 248.21500817687198 2003-05-01 249.06453817124200 2003-06-01 248.85124849726500 2003-07-01 249.33600939877700 2003-08-01 249.90297997120300 2003-09-01 250.74341413059398 2003-10-01 251.27663769931400 2003-11-01 251.20625852091203 2003-12-01 251.77774240402800 2004-01-01 252.45669083402902 2004-02-01 252.83329326315100 2004-03-01 253.00306504201500 2004-04-01 252.41196680713400 2004-05-01 252.76062071770000 2004-06-01 253.22628951492500 2004-07-01 254.05396702252702 2004-08-01 254.60023832876098 2004-09-01 255.10244201634498 2004-10-01 257.90966664274300 2004-11-01 258.09923572532100 2004-12-01 259.22259387604600 2005-01-01 258.81409065400200 2005-02-01 258.75124835907300 2005-03-01 259.95379616872600 2005-04-01 260.68639035895800 2005-05-01 261.17267972692000 2005-06-01 261.67996491902100 2005-07-01 262.68019285156100 2005-08-01 263.78468833705000 2005-09-01 264.35481096075100 2005-10-01 264.75118919687100 2005-11-01 266.01917678437900 2005-12-01 266.87836321022303 2006-01-01 267.24877467774900 2006-02-01 267.92760845169100 2006-03-01 268.58049073448000 2006-04-01 269.86713638382304 2006-05-01 270.53518103285300 2006-06-01 271.11383003828900 2006-07-01 271.75662942463600 2006-08-01 272.38334912690203 2006-09-01 273.18598042572400 2006-10-01 273.58490812415700 2006-11-01 273.89935743745900 2006-12-01 275.47170237214800 2007-01-01 277.31179272844700 2007-02-01 278.31212865359700 2007-03-01 279.34696271461297 2007-04-01 280.12878001792700 2007-05-01 280.99038263946096 2007-06-01 281.48565248806096 2007-07-01 281.88771641783200 2007-08-01 282.18242767401500 2007-09-01 282.33061974000800 2007-10-01 283.19306485073800 2007-11-01 283.71876807250300 2007-12-01 283.95393867084596 2008-01-01 283.32955056301500 2008-02-01 283.96507269905400 2008-03-01 282.93516398411200 2008-04-01 284.48034394296400 2008-05-01 284.91663355122600 2008-06-01 286.30347590449800 2008-07-01 286.93724092940397 2008-08-01 288.32573566905300 2008-09-01 285.09018285299400 2008-10-01 288.09169942636004 2008-11-01 289.73418283146800 2008-12-01 290.65057169025200 2009-01-01 291.45927730722000 2009-02-01 292.67562836740000 2009-03-01 293.32113708798000 2009-04-01 294.57325201294100 2009-05-01 295.96667322456700 2009-06-01 297.72137764142200 2009-07-01 299.20707006948300 2009-08-01 299.84837153523300 2009-09-01 299.72769486706700 2009-10-01 301.23314579461100 2009-11-01 301.95302944538200 2009-12-01 302.11049669710900 2010-01-01 305.13266245602796 2010-02-01 305.72992124274896 2010-03-01 307.03650794124200 2010-04-01 308.07424502459900 2010-05-01 308.93482579530200 2010-06-01 308.97499869201800 2010-07-01 310.12202845936800 2010-08-01 310.14845341240800 2010-09-01 310.77512369852700 2010-10-01 311.57035571420300 2010-11-01 312.10867672983600 2010-12-01 312.23207514582697 2011-01-01 312.52115189338600 2011-02-01 312.09340968439096 2011-03-01 313.00218534785800 2011-04-01 314.15863450930500 2011-05-01 314.53827264496300 2011-06-01 315.15264056135600 2011-07-01 315.90568418855400 2011-08-01 316.06587893465000 2011-09-01 317.62359917173800 2011-10-01 316.83559278615300 2011-11-01 318.92127718967000 2011-12-01 319.88428365217203 2012-01-01 320.76067615454800 2012-02-01 321.88385735101500 2012-03-01 323.35859126083900 2012-04-01 323.63818327709500 2012-05-01 325.07067068916800 2012-06-01 326.70495954337800 2012-07-01 326.83914950573000 2012-08-01 328.57061409088400 2012-09-01 330.19433604624500 2012-10-01 330.76197872440800 2012-11-01 331.68522496482603 2012-12-01 332.92417798847600 2013-01-01 333.19033831913400 2013-02-01 335.12320939653900 2013-03-01 335.83005816228100 2013-04-01 336.42494326097000 2013-05-01 337.52954636463200 2013-06-01 338.18151476917400 2013-07-01 338.93228470674900 2013-08-01 341.01991184686500 2013-09-01 341.46894982975897 2013-10-01 343.17377860140596 2013-11-01 344.59809830137600 2013-12-01 344.18394660103500 2014-01-01 344.62466403262200 2014-02-01 345.12266977492500 2014-03-01 345.82666491142896 2014-04-01 347.79971072434700 2014-05-01 348.72681355379206 2014-06-01 348.52276958731400 2014-07-01 350.96532592540495 2014-08-01 352.27398404668600 2014-09-01 353.53874253759300 2014-10-01 356.44339161512200 2014-11-01 357.49978964756303 2014-12-01 358.53074739266000 2015-01-01 360.89148498030900 2015-02-01 362.08128454253200 2015-03-01 363.43425343404294 2015-04-01 363.84432731751300 2015-05-01 364.36550800247704 2015-06-01 364.21820132014506 2015-07-01 366.66935980122100 2015-08-01 366.92465838560700 2015-09-01 368.60536113130100 2015-10-01 369.51743707230200 2015-11-01 370.12993134650804 2015-12-01 370.74508117474000 2016-01-01 372.37234561959997 2016-02-01 372.86237854020500 2016-03-01 373.21845599024300 2016-04-01 374.17815032176696 2016-05-01 374.84071228292800 2016-06-01 375.54265298579500 2016-07-01 378.00262079199797 2016-08-01 379.44073688467500 2016-09-01 381.24927046909795 2016-10-01 380.51819135326800 2016-11-01 381.03374605321200 2016-12-01 382.12027328847296 2017-01-01 382.32169297323503 2017-02-01 383.10671196201400 2017-03-01 384.04820179625800 2017-04-01 385.07203525896006 2017-05-01 386.24551273270697 2017-06-01 387.62351674783800 2017-07-01 386.02973234735800 2017-08-01 385.85994151532700 2017-09-01 384.68831572616500 2017-10-01 385.54080416148400 2017-11-01 386.24794233434900 2017-12-01 387.54199594283900 2018-01-01 387.70318785448796 2018-02-01 389.55998413356800 2018-03-01 391.32975501929000 2018-04-01 391.40067713644800 2018-05-01 392.23946365071600 2018-06-01 394.34187161614600 2018-07-01 394.89653218956300 2018-08-01 395.95959096035400 2018-09-01 397.39581946580705 2018-10-01 397.03386782973500 2018-11-01 397.76369397287004 2018-12-01 399.02409535315600 2019-01-01 398.92773528763100 2019-02-01 400.35192379593600 2019-03-01 401.36620998680604 2019-04-01 402.81033608842597 2019-05-01 404.43824240382600 2019-06-01 404.31210278313700 2019-07-01 404.71578373388000 2019-08-01 406.68985636195504 2019-09-01 408.27428146107600 2019-10-01 405.96348202097100 2019-11-01 407.32295950837000 2019-12-01 407.29985243500000 2020-01-01 413.68633419487600 2020-02-01 414.28409464427200 2020-03-01 412.59442282892996 2020-04-01 369.32894164379303 2020-05-01 383.92052855433600 2020-06-01 391.83830643847800 2020-07-01 391.61882314477896 2020-08-01 392.62119345310697 2020-09-01 393.84950876362800 2020-10-01 397.38215596312597 2020-11-01 399.52879517039100 2020-12-01 400.87032177086303 2021-01-01 402.50788792848200 2021-02-01 401.32795814985700 2021-03-01 404.25224990760600 2021-04-01 405.31195155537700 2021-05-01 405.96561218591006 2021-06-01 407.70591873196196 2021-07-01 410.30130699800800 2021-08-01 410.68828596898203 2021-09-01 409.81226057842696 2021-10-01 413.48372260974503 2021-11-01 414.58862196986000 2021-12-01 417.22212845088100 2022-01-01 415.74815207354203 2022-02-01 416.71726248253196 2022-03-01 418.60021472570503 2022-04-01 421.07840796092000 2022-05-01 421.82888042749903 2022-06-01 422.64929247656000 2022-07-01 427.50690740358100 2022-08-01 428.53807250787100 2022-09-01 431.14820273789100 2022-10-01 433.39956662342104 2022-11-01 434.64760630463400 2022-12-01 435.96668030871496 2023-01-01 438.54488784330800 2023-02-01 440.92272452558404 2023-03-01 442.89689177013605 2023-04-01 444.20875330724000 2023-05-01 446.65397429638296 2023-06-01 448.06829321963800 2023-07-01 448.61456463296600 2023-08-01 451.66617706191800 2023-09-01 453.22629651487200 2023-10-01 454.70554832862100 2023-11-01 456.67602108213600 2023-12-01 459.67211524093100 2024-01-01 462.54593342724700 2024-02-01 464.30435193202004