Table Data - All Employees: Education and Health Services: Private Education and Health Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | DALL148EDUH |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 5:10 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 | 163.44340255485500 |
| 1990-02-01 | 165.47452410716800 |
| 1990-03-01 | 166.24480702960000 |
| 1990-04-01 | 166.50842306394500 |
| 1990-05-01 | 168.13801395933400 |
| 1990-06-01 | 168.80065259610400 |
| 1990-07-01 | 170.21621302903000 |
| 1990-08-01 | 171.60016882233700 |
| 1990-09-01 | 172.05319176328098 |
| 1990-10-01 | 173.04289109318700 |
| 1990-11-01 | 174.24225200811700 |
| 1990-12-01 | 174.52489373644500 |
| 1991-01-01 | 174.65092021775200 |
| 1991-02-01 | 175.23880861363497 |
| 1991-03-01 | 176.46149823953700 |
| 1991-04-01 | 177.73122605121398 |
| 1991-05-01 | 178.56162795523997 |
| 1991-06-01 | 178.39642321007000 |
| 1991-07-01 | 179.96749575530998 |
| 1991-08-01 | 180.31546208004300 |
| 1991-09-01 | 180.90793678178700 |
| 1991-10-01 | 181.18771842739102 |
| 1991-11-01 | 181.69577142867100 |
| 1991-12-01 | 182.27577092005200 |
| 1992-01-01 | 183.26787728909198 |
| 1992-02-01 | 184.22424462817298 |
| 1992-03-01 | 184.36303479577900 |
| 1992-04-01 | 185.12290399500200 |
| 1992-05-01 | 185.28224062164298 |
| 1992-06-01 | 185.86357936628200 |
| 1992-07-01 | 186.13042297719700 |
| 1992-08-01 | 187.10027418925300 |
| 1992-09-01 | 187.75085360465000 |
| 1992-10-01 | 188.75494374516300 |
| 1992-11-01 | 189.07930962434799 |
| 1992-12-01 | 190.02882289465000 |
| 1993-01-01 | 190.53992855456698 |
| 1993-02-01 | 190.67978889912900 |
| 1993-03-01 | 191.42642526963903 |
| 1993-04-01 | 190.52886652242900 |
| 1993-05-01 | 190.86365168189099 |
| 1993-06-01 | 191.68649642757802 |
| 1993-07-01 | 192.56334781209202 |
| 1993-08-01 | 192.80960741859200 |
| 1993-09-01 | 194.21885342713100 |
| 1993-10-01 | 192.76296088257098 |
| 1993-11-01 | 193.67424257833100 |
| 1993-12-01 | 194.28940413639400 |
| 1994-01-01 | 195.46593031134398 |
| 1994-02-01 | 195.72665591177503 |
| 1994-03-01 | 195.95312760713900 |
| 1994-04-01 | 198.26786126678397 |
| 1994-05-01 | 198.43613710861402 |
| 1994-06-01 | 199.35334612351897 |
| 1994-07-01 | 199.36065133269000 |
| 1994-08-01 | 200.09800864359502 |
| 1994-09-01 | 200.85382089063998 |
| 1994-10-01 | 201.97497844827703 |
| 1994-11-01 | 203.05122450482398 |
| 1994-12-01 | 203.63261492068000 |
| 1995-01-01 | 204.06049127692600 |
| 1995-02-01 | 205.08102596936797 |
| 1995-03-01 | 205.98222043493303 |
| 1995-04-01 | 207.51304390440800 |
| 1995-05-01 | 208.46885718925597 |
| 1995-06-01 | 209.22777314314700 |
| 1995-07-01 | 210.91732970613603 |
| 1995-08-01 | 211.53230221730400 |
| 1995-09-01 | 212.96432825820600 |
| 1995-10-01 | 213.51847127251600 |
| 1995-11-01 | 214.37388149009900 |
| 1995-12-01 | 215.04462483551103 |
| 1996-01-01 | 215.22744932381500 |
| 1996-02-01 | 215.93265197583700 |
| 1996-03-01 | 216.73589822285098 |
| 1996-04-01 | 216.51782666687302 |
| 1996-05-01 | 217.62562024145802 |
| 1996-06-01 | 218.18083015829900 |
| 1996-07-01 | 217.77338160070900 |
| 1996-08-01 | 218.91917926230700 |
| 1996-09-01 | 219.67615622176100 |
| 1996-10-01 | 221.41855076702998 |
| 1996-11-01 | 222.65397660150902 |
| 1996-12-01 | 223.22371625536700 |
| 1997-01-01 | 226.01028814875900 |
| 1997-02-01 | 227.04149230445400 |
| 1997-03-01 | 228.19896339019797 |
| 1997-04-01 | 228.12171882186797 |
| 1997-05-01 | 230.16436504609800 |
| 1997-06-01 | 231.11719203449798 |
| 1997-07-01 | 232.76841161293999 |
| 1997-08-01 | 233.58103626726200 |
| 1997-09-01 | 235.33384833595198 |
| 1997-10-01 | 233.98293168111400 |
| 1997-11-01 | 234.07912108374500 |
| 1997-12-01 | 234.35527951726700 |
| 1998-01-01 | 234.51625447587298 |
| 1998-02-01 | 234.67937129414700 |
| 1998-03-01 | 234.16666042090100 |
| 1998-04-01 | 235.99899057969398 |
| 1998-05-01 | 236.34435939624000 |
| 1998-06-01 | 236.79629086304902 |
| 1998-07-01 | 236.26742029910100 |
| 1998-08-01 | 236.82754592676997 |
| 1998-09-01 | 237.38936260613000 |
| 1998-10-01 | 236.79960146619400 |
| 1998-11-01 | 238.42049428716498 |
| 1998-12-01 | 238.84342357301398 |
| 1999-01-01 | 238.54317053994097 |
| 1999-02-01 | 238.98581928592498 |
| 1999-03-01 | 238.94577325838000 |
| 1999-04-01 | 239.12457165970403 |
| 1999-05-01 | 238.55052840753800 |
| 1999-06-01 | 239.14150413934100 |
| 1999-07-01 | 239.77522052381303 |
| 1999-08-01 | 240.61948078592900 |
| 1999-09-01 | 240.87132154732700 |
| 1999-10-01 | 241.87708256837800 |
| 1999-11-01 | 242.26039721491200 |
| 1999-12-01 | 242.80038419973900 |
| 2000-01-01 | 242.68647432107800 |
| 2000-02-01 | 242.03607109991200 |
| 2000-03-01 | 243.42312899559101 |
| 2000-04-01 | 243.59245114661800 |
| 2000-05-01 | 244.45586015959202 |
| 2000-06-01 | 244.69792267260100 |
| 2000-07-01 | 244.93056808744302 |
| 2000-08-01 | 245.13411922976897 |
| 2000-09-01 | 246.42339471910200 |
| 2000-10-01 | 246.43698378112998 |
| 2000-11-01 | 246.90928791997100 |
| 2000-12-01 | 247.76938102111302 |
| 2001-01-01 | 249.46209813855500 |
| 2001-02-01 | 250.20617012496100 |
| 2001-03-01 | 251.28511690938402 |
| 2001-04-01 | 252.16347773257000 |
| 2001-05-01 | 253.21277550959000 |
| 2001-06-01 | 256.18313713637200 |
| 2001-07-01 | 256.08014817848600 |
| 2001-08-01 | 256.62299224965800 |
| 2001-09-01 | 256.64566861927300 |
| 2001-10-01 | 256.85929174461200 |
| 2001-11-01 | 257.62543946524500 |
| 2001-12-01 | 258.57369532183500 |
| 2002-01-01 | 260.13324993665300 |
| 2002-02-01 | 260.52482966819804 |
| 2002-03-01 | 260.98709669150000 |
| 2002-04-01 | 261.88301010226500 |
| 2002-05-01 | 263.15245069216000 |
| 2002-06-01 | 263.41304740914200 |
| 2002-07-01 | 262.62248286211200 |
| 2002-08-01 | 264.59718245062000 |
| 2002-09-01 | 265.23627774439800 |
| 2002-10-01 | 264.68593132069697 |
| 2002-11-01 | 266.33689831106096 |
| 2002-12-01 | 267.46593599839700 |
| 2003-01-01 | 270.68441462784800 |
| 2003-02-01 | 269.99490061685800 |
| 2003-03-01 | 270.43557428891900 |
| 2003-04-01 | 270.53487705739200 |
| 2003-05-01 | 270.95878397971700 |
| 2003-06-01 | 270.64340480522900 |
| 2003-07-01 | 271.51650483708400 |
| 2003-08-01 | 271.76688588451697 |
| 2003-09-01 | 272.06741691829103 |
| 2003-10-01 | 273.72530861528400 |
| 2003-11-01 | 274.09479518305596 |
| 2003-12-01 | 273.38850642568804 |
| 2004-01-01 | 273.21182990998300 |
| 2004-02-01 | 274.21627960409000 |
| 2004-03-01 | 274.84833200953400 |
| 2004-04-01 | 275.44257255226603 |
| 2004-05-01 | 275.54759316388900 |
| 2004-06-01 | 274.46743936107200 |
| 2004-07-01 | 276.37905546211204 |
| 2004-08-01 | 276.38852579318296 |
| 2004-09-01 | 277.64185388182096 |
| 2004-10-01 | 282.49262652706100 |
| 2004-11-01 | 282.92391046362803 |
| 2004-12-01 | 284.88763129204300 |
| 2005-01-01 | 282.70857245438300 |
| 2005-02-01 | 283.00197727513000 |
| 2005-03-01 | 283.72423811272800 |
| 2005-04-01 | 286.27875921673000 |
| 2005-05-01 | 286.87024235519600 |
| 2005-06-01 | 287.82467211901400 |
| 2005-07-01 | 291.33416898409600 |
| 2005-08-01 | 290.61950791948004 |
| 2005-09-01 | 291.28204259187900 |
| 2005-10-01 | 293.31673212031900 |
| 2005-11-01 | 293.95398925252500 |
| 2005-12-01 | 295.37653765309000 |
| 2006-01-01 | 298.46891581618500 |
| 2006-02-01 | 297.81463690649800 |
| 2006-03-01 | 297.78753032306100 |
| 2006-04-01 | 298.12941894391200 |
| 2006-05-01 | 298.71887818010400 |
| 2006-06-01 | 301.33860134551800 |
| 2006-07-01 | 301.10062025490896 |
| 2006-08-01 | 304.14882173179000 |
| 2006-09-01 | 305.52350653803904 |
| 2006-10-01 | 306.29645320859500 |
| 2006-11-01 | 307.68946703119800 |
| 2006-12-01 | 310.70040810180700 |
| 2007-01-01 | 309.46160664157900 |
| 2007-02-01 | 311.85533284666303 |
| 2007-03-01 | 313.94970980424200 |
| 2007-04-01 | 314.59546463809200 |
| 2007-05-01 | 315.85418080304100 |
| 2007-06-01 | 317.29608513441100 |
| 2007-07-01 | 317.29391718471300 |
| 2007-08-01 | 319.00679236909600 |
| 2007-09-01 | 320.09636965010503 |
| 2007-10-01 | 320.72718021694500 |
| 2007-11-01 | 322.53362643438500 |
| 2007-12-01 | 323.22232501456100 |
| 2008-01-01 | 325.25184451956500 |
| 2008-02-01 | 327.63035848859700 |
| 2008-03-01 | 327.21416190706900 |
| 2008-04-01 | 327.37909249037400 |
| 2008-05-01 | 329.74218082945700 |
| 2008-06-01 | 329.24551432665700 |
| 2008-07-01 | 330.61911231346600 |
| 2008-08-01 | 331.22395084841700 |
| 2008-09-01 | 332.17144998568800 |
| 2008-10-01 | 332.43552810794300 |
| 2008-11-01 | 334.10725298478600 |
| 2008-12-01 | 336.32281635777304 |
| 2009-01-01 | 337.67611532896500 |
| 2009-02-01 | 338.00105884635700 |
| 2009-03-01 | 339.48322274473200 |
| 2009-04-01 | 341.02423693414600 |
| 2009-05-01 | 342.45216124857500 |
| 2009-06-01 | 343.73181636677594 |
| 2009-07-01 | 346.47342816994500 |
| 2009-08-01 | 347.15432110449300 |
| 2009-09-01 | 348.66950743512800 |
| 2009-10-01 | 351.12724670930900 |
| 2009-11-01 | 351.54407713723100 |
| 2009-12-01 | 352.63156456086500 |
| 2010-01-01 | 351.81003909056096 |
| 2010-02-01 | 352.42226437413600 |
| 2010-03-01 | 354.44769539563200 |
| 2010-04-01 | 356.15840612146200 |
| 2010-05-01 | 357.02948020837000 |
| 2010-06-01 | 357.77169256813300 |
| 2010-07-01 | 358.03404435155500 |
| 2010-08-01 | 358.84094140186900 |
| 2010-09-01 | 359.47241768960000 |
| 2010-10-01 | 361.54441396632103 |
| 2010-11-01 | 362.04482266364900 |
| 2010-12-01 | 363.10445711937103 |
| 2011-01-01 | 364.94556420706200 |
| 2011-02-01 | 363.45069148921000 |
| 2011-03-01 | 365.98463431036794 |
| 2011-04-01 | 367.67507609162004 |
| 2011-05-01 | 368.79734092796600 |
| 2011-06-01 | 370.58476572773900 |
| 2011-07-01 | 371.75949173698604 |
| 2011-08-01 | 371.93388808832606 |
| 2011-09-01 | 374.40218670406700 |
| 2011-10-01 | 373.30036964479200 |
| 2011-11-01 | 374.05576081205300 |
| 2011-12-01 | 375.42878554721300 |
| 2012-01-01 | 376.57006473139500 |
| 2012-02-01 | 377.49685824375100 |
| 2012-03-01 | 378.50669800669505 |
| 2012-04-01 | 377.65540884094300 |
| 2012-05-01 | 377.46855135313103 |
| 2012-06-01 | 378.32635335296305 |
| 2012-07-01 | 378.56959886937204 |
| 2012-08-01 | 379.50096022937200 |
| 2012-09-01 | 380.11981322365000 |
| 2012-10-01 | 379.96605326228700 |
| 2012-11-01 | 380.55082679192500 |
| 2012-12-01 | 381.39269322292400 |
| 2013-01-01 | 380.93603652376800 |
| 2013-02-01 | 382.70696558882105 |
| 2013-03-01 | 383.24339295165703 |
| 2013-04-01 | 385.25132483586503 |
| 2013-05-01 | 385.99169233104000 |
| 2013-06-01 | 386.48928228552000 |
| 2013-07-01 | 386.96414184010400 |
| 2013-08-01 | 388.86911481494800 |
| 2013-09-01 | 390.09584244690800 |
| 2013-10-01 | 390.95161261987100 |
| 2013-11-01 | 392.47889742164904 |
| 2013-12-01 | 392.38732602735297 |
| 2014-01-01 | 394.02599663075500 |
| 2014-02-01 | 394.93543663702200 |
| 2014-03-01 | 395.91454410222300 |
| 2014-04-01 | 395.90290010728300 |
| 2014-05-01 | 397.08672797405700 |
| 2014-06-01 | 398.56101061783900 |
| 2014-07-01 | 398.66877857147100 |
| 2014-08-01 | 401.00566479920900 |
| 2014-09-01 | 402.10349293460405 |
| 2014-10-01 | 404.18243690274500 |
| 2014-11-01 | 405.83663933184400 |
| 2014-12-01 | 407.07676800081900 |
| 2015-01-01 | 407.26169893329103 |
| 2015-02-01 | 408.35255826122903 |
| 2015-03-01 | 408.72162908910695 |
| 2015-04-01 | 412.28376334510300 |
| 2015-05-01 | 414.64595099069703 |
| 2015-06-01 | 416.04670762475604 |
| 2015-07-01 | 417.87808945575900 |
| 2015-08-01 | 418.66521939980800 |
| 2015-09-01 | 418.36614498807296 |
| 2015-10-01 | 420.60167330169300 |
| 2015-11-01 | 421.84362456953204 |
| 2015-12-01 | 422.88254937008400 |
| 2016-01-01 | 424.42774154558400 |
| 2016-02-01 | 425.19138950243400 |
| 2016-03-01 | 425.68118540128900 |
| 2016-04-01 | 426.53631490179004 |
| 2016-05-01 | 427.66922166128000 |
| 2016-06-01 | 427.34296778097000 |
| 2016-07-01 | 429.57348161348800 |
| 2016-08-01 | 430.52982057499300 |
| 2016-09-01 | 432.27997202498800 |
| 2016-10-01 | 432.75582053795600 |
| 2016-11-01 | 433.53017727597700 |
| 2016-12-01 | 433.85423592802500 |
| 2017-01-01 | 437.80536823122900 |
| 2017-02-01 | 439.11385827691004 |
| 2017-03-01 | 440.35679034051500 |
| 2017-04-01 | 441.41120422953600 |
| 2017-05-01 | 441.59372933585297 |
| 2017-06-01 | 444.02956151209395 |
| 2017-07-01 | 441.67401802962600 |
| 2017-08-01 | 442.78080546841100 |
| 2017-09-01 | 444.05242004854500 |
| 2017-10-01 | 444.19422854398806 |
| 2017-11-01 | 445.11177140875000 |
| 2017-12-01 | 445.94630368474600 |
| 2018-01-01 | 446.92956740096804 |
| 2018-02-01 | 447.45264233607696 |
| 2018-03-01 | 448.40040333869600 |
| 2018-04-01 | 448.28115057129304 |
| 2018-05-01 | 449.15872950492104 |
| 2018-06-01 | 451.65056043914600 |
| 2018-07-01 | 452.46354869819800 |
| 2018-08-01 | 453.58180573168096 |
| 2018-09-01 | 454.06013158414500 |
| 2018-10-01 | 454.25633394939000 |
| 2018-11-01 | 454.96958170094297 |
| 2018-12-01 | 456.84005238534200 |
| 2019-01-01 | 456.73773648880700 |
| 2019-02-01 | 458.58814115062400 |
| 2019-03-01 | 459.57998154550796 |
| 2019-04-01 | 460.29160690072700 |
| 2019-05-01 | 462.09166108554496 |
| 2019-06-01 | 462.75925979656200 |
| 2019-07-01 | 463.09372552691400 |
| 2019-08-01 | 464.83799827024400 |
| 2019-09-01 | 465.16404785008200 |
| 2019-10-01 | 465.61041673951894 |
| 2019-11-01 | 466.79170821220396 |
| 2019-12-01 | 467.21982152093800 |
| 2020-01-01 | 469.52282894480900 |
| 2020-02-01 | 470.82091067423500 |
| 2020-03-01 | 469.66696082184404 |
| 2020-04-01 | 413.17166416181600 |
| 2020-05-01 | 429.20552727299800 |
| 2020-06-01 | 438.68447494890900 |
| 2020-07-01 | 440.88623800246600 |
| 2020-08-01 | 442.23683823008800 |
| 2020-09-01 | 444.40429512030400 |
| 2020-10-01 | 449.03724261830400 |
| 2020-11-01 | 450.69523302527705 |
| 2020-12-01 | 453.46049744887904 |
| 2021-01-01 | 454.38289222502294 |
| 2021-02-01 | 452.09192555225700 |
| 2021-03-01 | 455.15762696826100 |
| 2021-04-01 | 456.34585333391200 |
| 2021-05-01 | 456.50669526279603 |
| 2021-06-01 | 457.71552618531500 |
| 2021-07-01 | 460.79107856483597 |
| 2021-08-01 | 460.53013002314600 |
| 2021-09-01 | 459.13798392080700 |
| 2021-10-01 | 462.40516344020597 |
| 2021-11-01 | 463.01237481270897 |
| 2021-12-01 | 465.54303187747200 |
| 2022-01-01 | 463.86927802047500 |
| 2022-02-01 | 465.15426060872596 |
| 2022-03-01 | 466.26351895472504 |
| 2022-04-01 | 471.79256981886200 |
| 2022-05-01 | 473.66209296874297 |
| 2022-06-01 | 473.30526855010100 |
| 2022-07-01 | 479.13931802394700 |
| 2022-08-01 | 481.14999465107200 |
| 2022-09-01 | 483.56372809997300 |
| 2022-10-01 | 485.20612839137397 |
| 2022-11-01 | 487.96699420223604 |
| 2022-12-01 | 488.87003484120300 |
| 2023-01-01 | 493.04361879342600 |
| 2023-02-01 | 495.29138506570200 |
| 2023-03-01 | 497.68178321944600 |
| 2023-04-01 | 499.39671594172600 |
| 2023-05-01 | 502.51114262336700 |
| 2023-06-01 | 503.48432069869300 |
| 2023-07-01 | 503.24438477918600 |
| 2023-08-01 | 505.11092749482400 |
| 2023-09-01 | 506.02655769102404 |
| 2023-10-01 | 507.76695550504500 |
| 2023-11-01 | 509.27815793720700 |
| 2023-12-01 | 510.12997303745500 |
| 2024-01-01 | 512.02067415196200 |
| 2024-02-01 | 513.68626260059400 |
| 2024-03-01 | 515.15063205418990 |
| 2024-04-01 | 516.46553069842000 |
| 2024-05-01 | 515.97962664232600 |
| 2024-06-01 | 517.57714586810400 |
| 2024-07-01 | 518.16481320983390 |
| 2024-08-01 | 519.34740590354400 |
| 2024-09-01 | 523.70188278630300 |
| 2024-10-01 | 521.93115838233700 |
| 2024-11-01 | 523.21953507377800 |
| 2024-12-01 | 523.69073668028400 |
