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 2024-11-01 |
| Last Updated | 2024-12-21 6:24 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 | 163.44340255379998 |
| 1990-02-01 | 165.47452410764700 |
| 1990-03-01 | 166.24480703442100 |
| 1990-04-01 | 166.50842309539200 |
| 1990-05-01 | 168.13801396417000 |
| 1990-06-01 | 168.80065260076800 |
| 1990-07-01 | 170.21621302829800 |
| 1990-08-01 | 171.60016880372900 |
| 1990-09-01 | 172.05319176272400 |
| 1990-10-01 | 173.04289108719502 |
| 1990-11-01 | 174.24225199799900 |
| 1990-12-01 | 174.52489372582002 |
| 1991-01-01 | 174.65092021262200 |
| 1991-02-01 | 175.23880860735900 |
| 1991-03-01 | 176.46149823926300 |
| 1991-04-01 | 177.73122612305800 |
| 1991-05-01 | 178.56162794915699 |
| 1991-06-01 | 178.39642320801300 |
| 1991-07-01 | 179.96749575207198 |
| 1991-08-01 | 180.31546206125802 |
| 1991-09-01 | 180.90793677969899 |
| 1991-10-01 | 181.18771842015600 |
| 1991-11-01 | 181.69577141700700 |
| 1991-12-01 | 182.27577090747100 |
| 1992-01-01 | 183.26787727675300 |
| 1992-02-01 | 184.22424461508203 |
| 1992-03-01 | 184.36303479421198 |
| 1992-04-01 | 185.12290410953997 |
| 1992-05-01 | 185.28224060832100 |
| 1992-06-01 | 185.86357935766998 |
| 1992-07-01 | 186.13042296883802 |
| 1992-08-01 | 187.10027417084999 |
| 1992-09-01 | 187.75085359767300 |
| 1992-10-01 | 188.75494373368800 |
| 1992-11-01 | 189.07930960692798 |
| 1992-12-01 | 190.02882287996700 |
| 1993-01-01 | 190.53992854738098 |
| 1993-02-01 | 190.67978889980100 |
| 1993-03-01 | 191.42642528271702 |
| 1993-04-01 | 190.52886668146198 |
| 1993-05-01 | 190.86365163803600 |
| 1993-06-01 | 191.68649635949600 |
| 1993-07-01 | 192.56334772931800 |
| 1993-08-01 | 192.80960738926498 |
| 1993-09-01 | 194.21885344318298 |
| 1993-10-01 | 192.76296092390400 |
| 1993-11-01 | 193.67424261699000 |
| 1993-12-01 | 194.28940420712100 |
| 1994-01-01 | 195.46593030295298 |
| 1994-02-01 | 195.72665599088901 |
| 1994-03-01 | 195.95312764588502 |
| 1994-04-01 | 198.26786135210000 |
| 1994-05-01 | 198.43613689169200 |
| 1994-06-01 | 199.35334582143003 |
| 1994-07-01 | 199.36065106274500 |
| 1994-08-01 | 200.09800862941100 |
| 1994-09-01 | 200.85382110317798 |
| 1994-10-01 | 201.97497873865300 |
| 1994-11-01 | 203.05122479442198 |
| 1994-12-01 | 203.63261516940798 |
| 1995-01-01 | 204.06049124132900 |
| 1995-02-01 | 205.08102601469002 |
| 1995-03-01 | 205.98222072956700 |
| 1995-04-01 | 207.51304362101900 |
| 1995-05-01 | 208.46885643811000 |
| 1995-06-01 | 209.22777243494800 |
| 1995-07-01 | 210.91732914287700 |
| 1995-08-01 | 211.53230197641898 |
| 1995-09-01 | 212.96432818993700 |
| 1995-10-01 | 213.51847399845698 |
| 1995-11-01 | 214.37388160796200 |
| 1995-12-01 | 215.04462515186100 |
| 1996-01-01 | 215.22744919500800 |
| 1996-02-01 | 215.93265204653900 |
| 1996-03-01 | 216.73589905582200 |
| 1996-04-01 | 216.51782655610802 |
| 1996-05-01 | 217.62561627131802 |
| 1996-06-01 | 218.18082953710098 |
| 1996-07-01 | 217.77338089797402 |
| 1996-08-01 | 218.91917880975100 |
| 1996-09-01 | 219.67615603854200 |
| 1996-10-01 | 221.41855645236000 |
| 1996-11-01 | 222.65397692964902 |
| 1996-12-01 | 223.22371734942300 |
| 1997-01-01 | 226.01028932024000 |
| 1997-02-01 | 227.04149128028900 |
| 1997-03-01 | 228.19896553244700 |
| 1997-04-01 | 228.12171822383800 |
| 1997-05-01 | 230.16435560041302 |
| 1997-06-01 | 231.11718862200100 |
| 1997-07-01 | 232.76840870514198 |
| 1997-08-01 | 233.58103595860402 |
| 1997-09-01 | 235.33385092804500 |
| 1997-10-01 | 233.98294465163300 |
| 1997-11-01 | 234.07912446546300 |
| 1997-12-01 | 234.35528240261800 |
| 1998-01-01 | 234.51625642459900 |
| 1998-02-01 | 234.67936771112000 |
| 1998-03-01 | 234.16666229701800 |
| 1998-04-01 | 235.99898834399502 |
| 1998-05-01 | 236.34434347739497 |
| 1998-06-01 | 236.79627459570400 |
| 1998-07-01 | 236.26741373541400 |
| 1998-08-01 | 236.82754765868900 |
| 1998-09-01 | 237.38937376945998 |
| 1998-10-01 | 236.79962594920000 |
| 1998-11-01 | 238.42050667802897 |
| 1998-12-01 | 238.84343017230702 |
| 1999-01-01 | 238.54317279095900 |
| 1999-02-01 | 238.98581426008400 |
| 1999-03-01 | 238.94578030831002 |
| 1999-04-01 | 239.12456792346300 |
| 1999-05-01 | 238.55050029693100 |
| 1999-06-01 | 239.14146335139100 |
| 1999-07-01 | 239.77520023531300 |
| 1999-08-01 | 240.61945366500598 |
| 1999-09-01 | 240.87130478111303 |
| 1999-10-01 | 241.87722767245097 |
| 1999-11-01 | 242.26040265770100 |
| 1999-12-01 | 242.80039479627300 |
| 2000-01-01 | 242.68648028776698 |
| 2000-02-01 | 242.03607616000100 |
| 2000-03-01 | 243.42314116033100 |
| 2000-04-01 | 243.59244512235000 |
| 2000-05-01 | 244.45581558044398 |
| 2000-06-01 | 244.69783854437400 |
| 2000-07-01 | 244.93050520121201 |
| 2000-08-01 | 245.13403697499902 |
| 2000-09-01 | 246.42334082060700 |
| 2000-10-01 | 246.43726469613300 |
| 2000-11-01 | 246.90931478884300 |
| 2000-12-01 | 247.76942403243900 |
| 2001-01-01 | 249.46212536699403 |
| 2001-02-01 | 250.20619468486100 |
| 2001-03-01 | 251.28514488711400 |
| 2001-04-01 | 252.16347129951401 |
| 2001-05-01 | 253.21270225334500 |
| 2001-06-01 | 256.18300358291900 |
| 2001-07-01 | 256.08001637463700 |
| 2001-08-01 | 256.62278091833900 |
| 2001-09-01 | 256.64541805994200 |
| 2001-10-01 | 256.85987494863300 |
| 2001-11-01 | 257.62555566124100 |
| 2001-12-01 | 258.57379370699000 |
| 2002-01-01 | 260.13331069649297 |
| 2002-02-01 | 260.52488221535800 |
| 2002-03-01 | 260.98712520112700 |
| 2002-04-01 | 261.88298594846100 |
| 2002-05-01 | 263.15234116196100 |
| 2002-06-01 | 263.41285098918500 |
| 2002-07-01 | 262.62229209420200 |
| 2002-08-01 | 264.59683794808000 |
| 2002-09-01 | 265.23584178547600 |
| 2002-10-01 | 264.68671963674400 |
| 2002-11-01 | 266.33715497157900 |
| 2002-12-01 | 267.46612647109197 |
| 2003-01-01 | 270.68450416251400 |
| 2003-02-01 | 269.99498267295600 |
| 2003-03-01 | 270.43560371860100 |
| 2003-04-01 | 270.53482797341600 |
| 2003-05-01 | 270.95862792056704 |
| 2003-06-01 | 270.64315368908700 |
| 2003-07-01 | 271.51631114276200 |
| 2003-08-01 | 271.76640498022000 |
| 2003-09-01 | 272.06677837728200 |
| 2003-10-01 | 273.72629913885800 |
| 2003-11-01 | 274.09517345330600 |
| 2003-12-01 | 273.38877222258300 |
| 2004-01-01 | 273.21192668031200 |
| 2004-02-01 | 274.21638343008600 |
| 2004-03-01 | 274.84834088156400 |
| 2004-04-01 | 275.44248959302297 |
| 2004-05-01 | 275.54740929323896 |
| 2004-06-01 | 274.46716098975100 |
| 2004-07-01 | 276.37890271045300 |
| 2004-08-01 | 276.38801821857896 |
| 2004-09-01 | 277.64121369072300 |
| 2004-10-01 | 282.49352738890800 |
| 2004-11-01 | 282.92435612781000 |
| 2004-12-01 | 284.88795431892100 |
| 2005-01-01 | 282.70865927444300 |
| 2005-02-01 | 283.00208656583200 |
| 2005-03-01 | 283.72423513504400 |
| 2005-04-01 | 286.27866078146100 |
| 2005-05-01 | 286.87004285493100 |
| 2005-06-01 | 287.82441028454200 |
| 2005-07-01 | 291.33409242065500 |
| 2005-08-01 | 290.61902040670100 |
| 2005-09-01 | 291.28140767830000 |
| 2005-10-01 | 293.31751274452900 |
| 2005-11-01 | 293.95444099928200 |
| 2005-12-01 | 295.37684633108400 |
| 2006-01-01 | 298.46897461938204 |
| 2006-02-01 | 297.81473236311500 |
| 2006-03-01 | 297.78750209227200 |
| 2006-04-01 | 298.12931072567800 |
| 2006-05-01 | 298.71869660743700 |
| 2006-06-01 | 301.33838468311296 |
| 2006-07-01 | 301.10062351474000 |
| 2006-08-01 | 304.14846685730900 |
| 2006-09-01 | 305.52307681386900 |
| 2006-10-01 | 306.29692070891105 |
| 2006-11-01 | 307.68983624624300 |
| 2006-12-01 | 310.70066946665100 |
| 2007-01-01 | 309.46161997736100 |
| 2007-02-01 | 311.85538992772800 |
| 2007-03-01 | 313.94967783589800 |
| 2007-04-01 | 314.59537255065800 |
| 2007-05-01 | 315.85402947394800 |
| 2007-06-01 | 317.29593635218500 |
| 2007-07-01 | 317.29399275497600 |
| 2007-08-01 | 319.00657637794995 |
| 2007-09-01 | 320.09613455943100 |
| 2007-10-01 | 320.72743950124500 |
| 2007-11-01 | 322.53385396483003 |
| 2007-12-01 | 323.22249669346900 |
| 2008-01-01 | 325.25182835375597 |
| 2008-02-01 | 327.63035566034800 |
| 2008-03-01 | 327.21411769550300 |
| 2008-04-01 | 327.37901763382600 |
| 2008-05-01 | 329.74208174528700 |
| 2008-06-01 | 329.24544364839403 |
| 2008-07-01 | 330.61919840772600 |
| 2008-08-01 | 331.22388456380700 |
| 2008-09-01 | 332.17144166840100 |
| 2008-10-01 | 332.43558370016400 |
| 2008-11-01 | 334.10735246828500 |
| 2008-12-01 | 336.32291857680000 |
| 2009-01-01 | 337.67610559634700 |
| 2009-02-01 | 338.00101797003700 |
| 2009-03-01 | 339.48304376159100 |
| 2009-04-01 | 341.02420258805700 |
| 2009-05-01 | 342.45212059744300 |
| 2009-06-01 | 343.73184028236295 |
| 2009-07-01 | 346.47352565546000 |
| 2009-08-01 | 347.15435481789706 |
| 2009-09-01 | 348.66955160569097 |
| 2009-10-01 | 351.12729295191497 |
| 2009-11-01 | 351.54413071873400 |
| 2009-12-01 | 352.63161287709000 |
| 2010-01-01 | 351.81006491467800 |
| 2010-02-01 | 352.42215187863700 |
| 2010-03-01 | 354.44730037972800 |
| 2010-04-01 | 356.15834917710800 |
| 2010-05-01 | 357.02947437497200 |
| 2010-06-01 | 357.77178574394200 |
| 2010-07-01 | 358.03435043799100 |
| 2010-08-01 | 358.84103971769200 |
| 2010-09-01 | 359.47248721558100 |
| 2010-10-01 | 361.54444650566600 |
| 2010-11-01 | 362.04485979828496 |
| 2010-12-01 | 363.10449721507894 |
| 2011-01-01 | 364.94558357260695 |
| 2011-02-01 | 363.45045095686095 |
| 2011-03-01 | 365.98396156582900 |
| 2011-04-01 | 367.67493516846100 |
| 2011-05-01 | 368.79726009188400 |
| 2011-06-01 | 370.58474735085100 |
| 2011-07-01 | 371.76084760778100 |
| 2011-08-01 | 371.93385985928495 |
| 2011-09-01 | 374.40221426820700 |
| 2011-10-01 | 373.30043219334704 |
| 2011-11-01 | 374.05580434636903 |
| 2011-12-01 | 375.42873749446096 |
| 2012-01-01 | 376.56996310000200 |
| 2012-02-01 | 377.49638125673700 |
| 2012-03-01 | 378.50526535776703 |
| 2012-04-01 | 377.65516011270300 |
| 2012-05-01 | 377.46853147728900 |
| 2012-06-01 | 378.32652579532800 |
| 2012-07-01 | 378.57245021079905 |
| 2012-08-01 | 379.50118195110100 |
| 2012-09-01 | 380.11953796955100 |
| 2012-10-01 | 379.96619620487000 |
| 2012-11-01 | 380.55079641673797 |
| 2012-12-01 | 381.39234167360900 |
| 2013-01-01 | 380.93545595952600 |
| 2013-02-01 | 382.70601597186300 |
| 2013-03-01 | 383.24090958780600 |
| 2013-04-01 | 385.25073395480300 |
| 2013-05-01 | 385.99168348875605 |
| 2013-06-01 | 386.49089419117996 |
| 2013-07-01 | 386.96873092291196 |
| 2013-08-01 | 388.86993080314400 |
| 2013-09-01 | 390.09527601101600 |
| 2013-10-01 | 390.95172990415705 |
| 2013-11-01 | 392.47888401438200 |
| 2013-12-01 | 392.38655093527400 |
| 2014-01-01 | 394.02329087447700 |
| 2014-02-01 | 394.93410693413800 |
| 2014-03-01 | 395.91125331195803 |
| 2014-04-01 | 395.90170059492400 |
| 2014-05-01 | 397.08572132311400 |
| 2014-06-01 | 398.56418574804604 |
| 2014-07-01 | 398.68017280821100 |
| 2014-08-01 | 401.00541642631896 |
| 2014-09-01 | 402.10168148189797 |
| 2014-10-01 | 404.18212891662800 |
| 2014-11-01 | 405.83621834187403 |
| 2014-12-01 | 407.07495654040497 |
| 2015-01-01 | 407.25658830527900 |
| 2015-02-01 | 408.35114820053803 |
| 2015-03-01 | 408.71836717510905 |
| 2015-04-01 | 412.28211208204806 |
| 2015-05-01 | 414.64394559707495 |
| 2015-06-01 | 416.05154631947200 |
| 2015-07-01 | 417.89664482237600 |
| 2015-08-01 | 418.66357987502096 |
| 2015-09-01 | 418.36313641684100 |
| 2015-10-01 | 420.60044472253503 |
| 2015-11-01 | 421.84226460594596 |
| 2015-12-01 | 422.87945904314796 |
| 2016-01-01 | 424.42046576371905 |
| 2016-02-01 | 425.19072155211800 |
| 2016-03-01 | 425.67883020683100 |
| 2016-04-01 | 426.53465564406700 |
| 2016-05-01 | 427.66594529352096 |
| 2016-06-01 | 427.34782146431300 |
| 2016-07-01 | 429.59815173168096 |
| 2016-08-01 | 430.52798600004303 |
| 2016-09-01 | 432.27708699774297 |
| 2016-10-01 | 432.75371802671600 |
| 2016-11-01 | 433.52667582780504 |
| 2016-12-01 | 433.84801153327500 |
| 2017-01-01 | 437.79509794444397 |
| 2017-02-01 | 439.11127293075800 |
| 2017-03-01 | 440.36507042292200 |
| 2017-04-01 | 441.40771660648596 |
| 2017-05-01 | 441.58743423523100 |
| 2017-06-01 | 444.03397968057900 |
| 2017-07-01 | 441.69953687302200 |
| 2017-08-01 | 442.78330320127700 |
| 2017-09-01 | 444.05382402997805 |
| 2017-10-01 | 444.19610560847500 |
| 2017-11-01 | 445.10159611552000 |
| 2017-12-01 | 445.93093860380094 |
| 2018-01-01 | 446.91281080167295 |
| 2018-02-01 | 447.44737151380700 |
| 2018-03-01 | 448.42186895508400 |
| 2018-04-01 | 448.27762838566600 |
| 2018-05-01 | 449.15085056033500 |
| 2018-06-01 | 451.65779405225600 |
| 2018-07-01 | 452.47962779611800 |
| 2018-08-01 | 453.59149346223296 |
| 2018-09-01 | 454.08479219921600 |
| 2018-10-01 | 454.26826237912000 |
| 2018-11-01 | 454.96490053019800 |
| 2018-12-01 | 456.75431435120100 |
| 2019-01-01 | 456.72867592567700 |
| 2019-02-01 | 458.58637368039103 |
| 2019-03-01 | 459.62247262144206 |
| 2019-04-01 | 460.27948001890500 |
| 2019-05-01 | 462.08614001064700 |
| 2019-06-01 | 462.77217221439105 |
| 2019-07-01 | 463.09677224646500 |
| 2019-08-01 | 464.86075312441903 |
| 2019-09-01 | 465.22295581306100 |
| 2019-10-01 | 465.64812785635695 |
| 2019-11-01 | 466.81097435106904 |
| 2019-12-01 | 466.99734276634000 |
| 2020-01-01 | 469.53448557640300 |
| 2020-02-01 | 470.82910894592794 |
| 2020-03-01 | 469.71960782143700 |
| 2020-04-01 | 413.15315479056096 |
| 2020-05-01 | 429.20493162993205 |
| 2020-06-01 | 438.70169331184400 |
| 2020-07-01 | 440.87661901406300 |
| 2020-08-01 | 442.27828347847800 |
| 2020-09-01 | 444.50508067734100 |
| 2020-10-01 | 449.10563527024900 |
| 2020-11-01 | 450.74390216220496 |
| 2020-12-01 | 453.10729301359197 |
| 2021-01-01 | 454.40566550966696 |
| 2021-02-01 | 452.10076199600405 |
| 2021-03-01 | 455.21133113724403 |
| 2021-04-01 | 456.31218671264300 |
| 2021-05-01 | 456.50166704730600 |
| 2021-06-01 | 457.72986113049200 |
| 2021-07-01 | 460.78086285180200 |
| 2021-08-01 | 460.59463802683000 |
| 2021-09-01 | 459.28572021468597 |
| 2021-10-01 | 462.52886435286500 |
| 2021-11-01 | 463.15293075763700 |
| 2021-12-01 | 465.01732762160200 |
| 2022-01-01 | 463.87852713810700 |
| 2022-02-01 | 465.16300789489800 |
| 2022-03-01 | 466.29373966611000 |
| 2022-04-01 | 471.74748081602600 |
| 2022-05-01 | 473.64750871671095 |
| 2022-06-01 | 473.31149827965000 |
| 2022-07-01 | 479.13256095462600 |
| 2022-08-01 | 481.24333397539704 |
| 2022-09-01 | 483.77301092811100 |
| 2022-10-01 | 485.38985792398300 |
| 2022-11-01 | 488.19730838180000 |
| 2022-12-01 | 488.19146872049004 |
| 2023-01-01 | 493.02980135696700 |
| 2023-02-01 | 495.29738642347604 |
| 2023-03-01 | 497.68399597290903 |
| 2023-04-01 | 499.33254026635694 |
| 2023-05-01 | 502.48054820360903 |
| 2023-06-01 | 503.47488954476700 |
| 2023-07-01 | 503.25491049474000 |
| 2023-08-01 | 505.23209139045700 |
| 2023-09-01 | 506.28264499643404 |
| 2023-10-01 | 508.01679007585500 |
| 2023-11-01 | 509.61417649307504 |
| 2023-12-01 | 509.29747086557404 |
| 2024-01-01 | 511.98128591806505 |
| 2024-02-01 | 513.69378929398600 |
| 2024-03-01 | 515.11679294639600 |
| 2024-04-01 | 516.39045340621690 |
| 2024-05-01 | 515.93687250412700 |
| 2024-06-01 | 517.55273037384400 |
| 2024-07-01 | 518.18905612030100 |
| 2024-08-01 | 519.49390922663300 |
| 2024-09-01 | 523.99136669660500 |
| 2024-10-01 | 522.21878243111800 |
| 2024-11-01 | 523.28775880009600 |
