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 2024-09-01 |
| Last Updated | 2024-10-23 4:33 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. 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 | 163.44340255470000 |
| 1990-02-01 | 165.47452410723800 |
| 1990-03-01 | 166.24480703030898 |
| 1990-04-01 | 166.50842306856600 |
| 1990-05-01 | 168.13801396004500 |
| 1990-06-01 | 168.80065259679000 |
| 1990-07-01 | 170.21621302892200 |
| 1990-08-01 | 171.60016881960200 |
| 1990-09-01 | 172.05319176319801 |
| 1990-10-01 | 173.04289109230598 |
| 1990-11-01 | 174.24225200662997 |
| 1990-12-01 | 174.52489373488400 |
| 1991-01-01 | 174.65092021699903 |
| 1991-02-01 | 175.23880861271300 |
| 1991-03-01 | 176.46149823949700 |
| 1991-04-01 | 177.73122606177103 |
| 1991-05-01 | 178.56162795434700 |
| 1991-06-01 | 178.39642320976700 |
| 1991-07-01 | 179.96749575483398 |
| 1991-08-01 | 180.31546207728198 |
| 1991-09-01 | 180.90793678147900 |
| 1991-10-01 | 181.18771842632702 |
| 1991-11-01 | 181.69577142695600 |
| 1991-12-01 | 182.27577091820302 |
| 1992-01-01 | 183.26787728728100 |
| 1992-02-01 | 184.22424462625000 |
| 1992-03-01 | 184.36303479554900 |
| 1992-04-01 | 185.12290401183398 |
| 1992-05-01 | 185.28224061968600 |
| 1992-06-01 | 185.86357936501702 |
| 1992-07-01 | 186.13042297596900 |
| 1992-08-01 | 187.10027418654800 |
| 1992-09-01 | 187.75085360362200 |
| 1992-10-01 | 188.75494374347400 |
| 1992-11-01 | 189.07930962178700 |
| 1992-12-01 | 190.02882289249297 |
| 1993-01-01 | 190.53992855351500 |
| 1993-02-01 | 190.67978889922900 |
| 1993-03-01 | 191.42642527156200 |
| 1993-04-01 | 190.52886654580100 |
| 1993-05-01 | 190.86365167544997 |
| 1993-06-01 | 191.68649641757900 |
| 1993-07-01 | 192.56334779993500 |
| 1993-08-01 | 192.80960741428000 |
| 1993-09-01 | 194.21885342948102 |
| 1993-10-01 | 192.76296088863097 |
| 1993-11-01 | 193.67424258399700 |
| 1993-12-01 | 194.28940414677300 |
| 1994-01-01 | 195.46593031013802 |
| 1994-02-01 | 195.72665592339297 |
| 1994-03-01 | 195.95312761283300 |
| 1994-04-01 | 198.26786127934298 |
| 1994-05-01 | 198.43613707675598 |
| 1994-06-01 | 199.35334607915001 |
| 1994-07-01 | 199.36065129304200 |
| 1994-08-01 | 200.09800864150398 |
| 1994-09-01 | 200.85382092184102 |
| 1994-10-01 | 201.97497849090303 |
| 1994-11-01 | 203.05122454733400 |
| 1994-12-01 | 203.63261495719200 |
| 1995-01-01 | 204.06049127174000 |
| 1995-02-01 | 205.08102597600300 |
| 1995-03-01 | 205.98222047825698 |
| 1995-04-01 | 207.51304386281900 |
| 1995-05-01 | 208.46885707893600 |
| 1995-06-01 | 209.22777303913503 |
| 1995-07-01 | 210.91732962341098 |
| 1995-08-01 | 211.53230218191700 |
| 1995-09-01 | 212.96432824816898 |
| 1995-10-01 | 213.51847167280000 |
| 1995-11-01 | 214.37388150738900 |
| 1995-12-01 | 215.04462488194900 |
| 1996-01-01 | 215.22744930495800 |
| 1996-02-01 | 215.93265198618099 |
| 1996-03-01 | 216.73589834529300 |
| 1996-04-01 | 216.51782665062402 |
| 1996-05-01 | 217.62561965840402 |
| 1996-06-01 | 218.18083006704103 |
| 1996-07-01 | 217.77338149748698 |
| 1996-08-01 | 218.91917919584500 |
| 1996-09-01 | 219.67615619486600 |
| 1996-10-01 | 221.41855160190200 |
| 1996-11-01 | 222.65397664967400 |
| 1996-12-01 | 223.22371641602100 |
| 1997-01-01 | 226.01028832087601 |
| 1997-02-01 | 227.04149215386798 |
| 1997-03-01 | 228.19896370509400 |
| 1997-04-01 | 228.12171873412200 |
| 1997-05-01 | 230.16436365892503 |
| 1997-06-01 | 231.11719153318000 |
| 1997-07-01 | 232.76841118573003 |
| 1997-08-01 | 233.58103622189100 |
| 1997-09-01 | 235.33384871676202 |
| 1997-10-01 | 233.98293358603402 |
| 1997-11-01 | 234.07912158044400 |
| 1997-12-01 | 234.35527994097697 |
| 1998-01-01 | 234.51625476204200 |
| 1998-02-01 | 234.67937076751200 |
| 1998-03-01 | 234.16666069688202 |
| 1998-04-01 | 235.99899025173400 |
| 1998-05-01 | 236.34435705869400 |
| 1998-06-01 | 236.79628847306900 |
| 1998-07-01 | 236.26741933473700 |
| 1998-08-01 | 236.82754618093202 |
| 1998-09-01 | 237.38936424588601 |
| 1998-10-01 | 236.79960506227903 |
| 1998-11-01 | 238.42049610721000 |
| 1998-12-01 | 238.84342454210900 |
| 1999-01-01 | 238.54317087057300 |
| 1999-02-01 | 238.98581854758300 |
| 1999-03-01 | 238.94577429454700 |
| 1999-04-01 | 239.12457111102100 |
| 1999-05-01 | 238.55052428233700 |
| 1999-06-01 | 239.14149814609402 |
| 1999-07-01 | 239.77521754028703 |
| 1999-08-01 | 240.61947680125300 |
| 1999-09-01 | 240.87131908408298 |
| 1999-10-01 | 241.87710388422600 |
| 1999-11-01 | 242.26039801451500 |
| 1999-12-01 | 242.80038575658298 |
| 2000-01-01 | 242.68647519791100 |
| 2000-02-01 | 242.03607184424303 |
| 2000-03-01 | 243.42313078376900 |
| 2000-04-01 | 243.59245026155202 |
| 2000-05-01 | 244.45585361801898 |
| 2000-06-01 | 244.69791031022203 |
| 2000-07-01 | 244.93055884184898 |
| 2000-08-01 | 245.13410714467900 |
| 2000-09-01 | 246.42338680093500 |
| 2000-10-01 | 246.43702504893102 |
| 2000-11-01 | 246.90929186805099 |
| 2000-12-01 | 247.76938734130100 |
| 2001-01-01 | 249.46210214017103 |
| 2001-02-01 | 250.20617373515898 |
| 2001-03-01 | 251.28512102152598 |
| 2001-04-01 | 252.16347678847600 |
| 2001-05-01 | 253.21276476064800 |
| 2001-06-01 | 256.18311750041600 |
| 2001-07-01 | 256.08012880666900 |
| 2001-08-01 | 256.62296120188500 |
| 2001-09-01 | 256.64563180781300 |
| 2001-10-01 | 256.85937742448100 |
| 2001-11-01 | 257.62545653929300 |
| 2001-12-01 | 258.57370977837600 |
| 2002-01-01 | 260.13325886577803 |
| 2002-02-01 | 260.52483739125000 |
| 2002-03-01 | 260.98710088270000 |
| 2002-04-01 | 261.88300655598204 |
| 2002-05-01 | 263.15243461583500 |
| 2002-06-01 | 263.41301852364400 |
| 2002-07-01 | 262.62245482979500 |
| 2002-08-01 | 264.59713183701600 |
| 2002-09-01 | 265.23621369246797 |
| 2002-10-01 | 264.68604713762500 |
| 2002-11-01 | 266.33693602595400 |
| 2002-12-01 | 267.46596398872003 |
| 2003-01-01 | 270.68442778642300 |
| 2003-02-01 | 269.99491267989100 |
| 2003-03-01 | 270.43557861553904 |
| 2003-04-01 | 270.53486984446204 |
| 2003-05-01 | 270.95876106176104 |
| 2003-06-01 | 270.64336786364703 |
| 2003-07-01 | 271.51647638486000 |
| 2003-08-01 | 271.76681522997700 |
| 2003-09-01 | 272.06732310304000 |
| 2003-10-01 | 273.72545414662800 |
| 2003-11-01 | 274.09485077958300 |
| 2003-12-01 | 273.38854550345400 |
| 2004-01-01 | 273.21184415796000 |
| 2004-02-01 | 274.21629487948300 |
| 2004-03-01 | 274.84833329311700 |
| 2004-04-01 | 275.44256027558600 |
| 2004-05-01 | 275.54756601298800 |
| 2004-06-01 | 274.46739828617000 |
| 2004-07-01 | 276.37903301764600 |
| 2004-08-01 | 276.38845135678900 |
| 2004-09-01 | 277.64176013269300 |
| 2004-10-01 | 282.49275930610400 |
| 2004-11-01 | 282.92397622563203 |
| 2004-12-01 | 284.88767867662300 |
| 2005-01-01 | 282.70858480630500 |
| 2005-02-01 | 283.00199280527400 |
| 2005-03-01 | 283.72423731127000 |
| 2005-04-01 | 286.27874456484403 |
| 2005-05-01 | 286.87021266207500 |
| 2005-06-01 | 287.82463348520000 |
| 2005-07-01 | 291.33415788369900 |
| 2005-08-01 | 290.61943690679400 |
| 2005-09-01 | 291.28195052213400 |
| 2005-10-01 | 293.31684852945205 |
| 2005-11-01 | 293.95405676124000 |
| 2005-12-01 | 295.37658260539900 |
| 2006-01-01 | 298.46892262313100 |
| 2006-02-01 | 297.81464861880000 |
| 2006-03-01 | 297.78752456770400 |
| 2006-04-01 | 298.12940251386700 |
| 2006-05-01 | 298.71885092352300 |
| 2006-06-01 | 301.33856910267200 |
| 2006-07-01 | 301.10061988105700 |
| 2006-08-01 | 304.14877140803100 |
| 2006-09-01 | 305.52344718691100 |
| 2006-10-01 | 306.29652704508203 |
| 2006-11-01 | 307.68952743908903 |
| 2006-12-01 | 310.70045150151503 |
| 2007-01-01 | 309.46160243499400 |
| 2007-02-01 | 311.85532344345603 |
| 2007-03-01 | 313.94970234802900 |
| 2007-04-01 | 314.59544910080900 |
| 2007-05-01 | 315.85415729659000 |
| 2007-06-01 | 317.29606382733700 |
| 2007-07-01 | 317.29392803277200 |
| 2007-08-01 | 319.00676484821497 |
| 2007-09-01 | 320.09634393442700 |
| 2007-10-01 | 320.72723062408903 |
| 2007-11-01 | 322.53367673522700 |
| 2007-12-01 | 323.22236507343900 |
| 2008-01-01 | 325.25183596007100 |
| 2008-02-01 | 327.63030755233297 |
| 2008-03-01 | 327.21414163766600 |
| 2008-04-01 | 327.37906991788200 |
| 2008-05-01 | 329.74216320830897 |
| 2008-06-01 | 329.24551067387000 |
| 2008-07-01 | 330.61913226451600 |
| 2008-08-01 | 331.22395075741900 |
| 2008-09-01 | 332.17147063523800 |
| 2008-10-01 | 332.43556425358200 |
| 2008-11-01 | 334.10729941083100 |
| 2008-12-01 | 336.32286178595200 |
| 2009-01-01 | 337.67611985263700 |
| 2009-02-01 | 338.00098761657700 |
| 2009-03-01 | 339.48304122594396 |
| 2009-04-01 | 341.02422286547800 |
| 2009-05-01 | 342.45216564128400 |
| 2009-06-01 | 343.73185621130600 |
| 2009-07-01 | 346.47348804329397 |
| 2009-08-01 | 347.15436986249800 |
| 2009-09-01 | 348.66956123795700 |
| 2009-10-01 | 351.12729423229600 |
| 2009-11-01 | 351.54412728183000 |
| 2009-12-01 | 352.63160965420700 |
| 2010-01-01 | 351.81006900227600 |
| 2010-02-01 | 352.42213563527804 |
| 2010-03-01 | 354.44727729606400 |
| 2010-04-01 | 356.15835461386200 |
| 2010-05-01 | 357.02949295844900 |
| 2010-06-01 | 357.77178064080100 |
| 2010-07-01 | 358.03435318874100 |
| 2010-08-01 | 358.84103496705200 |
| 2010-09-01 | 359.47249000207495 |
| 2010-10-01 | 361.54445528659000 |
| 2010-11-01 | 362.04487351812696 |
| 2010-12-01 | 363.10451103703497 |
| 2011-01-01 | 364.94558148209000 |
| 2011-02-01 | 363.45044134582395 |
| 2011-03-01 | 365.98391819895600 |
| 2011-04-01 | 367.67493597460196 |
| 2011-05-01 | 368.79726891992000 |
| 2011-06-01 | 370.58474536490996 |
| 2011-07-01 | 371.76085449085700 |
| 2011-08-01 | 371.93385468951500 |
| 2011-09-01 | 374.40221316786400 |
| 2011-10-01 | 373.30043870893800 |
| 2011-11-01 | 374.05582163321000 |
| 2011-12-01 | 375.42876516923800 |
| 2012-01-01 | 376.56998019415300 |
| 2012-02-01 | 377.49640112688600 |
| 2012-03-01 | 378.50516650150706 |
| 2012-04-01 | 377.65517105751000 |
| 2012-05-01 | 377.46853614293300 |
| 2012-06-01 | 378.32652295048200 |
| 2012-07-01 | 378.57244717492404 |
| 2012-08-01 | 379.50115864546500 |
| 2012-09-01 | 380.11952331028704 |
| 2012-10-01 | 379.96618362971700 |
| 2012-11-01 | 380.55082029825303 |
| 2012-12-01 | 381.39240909089500 |
| 2013-01-01 | 380.93553168982805 |
| 2013-02-01 | 382.70607673124000 |
| 2013-03-01 | 383.24075270349200 |
| 2013-04-01 | 385.25075774905800 |
| 2013-05-01 | 385.99172041792997 |
| 2013-06-01 | 386.49079878793800 |
| 2013-07-01 | 386.96873671442400 |
| 2013-08-01 | 388.86988246345200 |
| 2013-09-01 | 390.09524035443604 |
| 2013-10-01 | 390.95167157850700 |
| 2013-11-01 | 392.47884709397204 |
| 2013-12-01 | 392.38660720899900 |
| 2014-01-01 | 394.02382002883104 |
| 2014-02-01 | 394.93408699173900 |
| 2014-03-01 | 395.91097461048895 |
| 2014-04-01 | 395.90166980916100 |
| 2014-05-01 | 397.08567485876404 |
| 2014-06-01 | 398.56414670974100 |
| 2014-07-01 | 398.68007303768100 |
| 2014-08-01 | 401.00531751854896 |
| 2014-09-01 | 402.10170009508500 |
| 2014-10-01 | 404.18216808152494 |
| 2014-11-01 | 405.83631941800000 |
| 2014-12-01 | 407.07513496115300 |
| 2015-01-01 | 407.25751674454500 |
| 2015-02-01 | 408.35072002362097 |
| 2015-03-01 | 408.71764163704400 |
| 2015-04-01 | 412.28176159198900 |
| 2015-05-01 | 414.64379758499200 |
| 2015-06-01 | 416.05176978057700 |
| 2015-07-01 | 417.89667601511100 |
| 2015-08-01 | 418.66361996879700 |
| 2015-09-01 | 418.36339229351404 |
| 2015-10-01 | 420.60078488086305 |
| 2015-11-01 | 421.84277147747804 |
| 2015-12-01 | 422.87986084678596 |
| 2016-01-01 | 424.42152674892196 |
| 2016-02-01 | 425.18920611603795 |
| 2016-03-01 | 425.67693196754700 |
| 2016-04-01 | 426.53362546987296 |
| 2016-05-01 | 427.66593646541100 |
| 2016-06-01 | 427.34907554800200 |
| 2016-07-01 | 429.59875829635000 |
| 2016-08-01 | 430.52803410757895 |
| 2016-09-01 | 432.27751645319097 |
| 2016-10-01 | 432.75466445333400 |
| 2016-11-01 | 433.52781765564300 |
| 2016-12-01 | 433.84913596012100 |
| 2017-01-01 | 437.79700464810304 |
| 2017-02-01 | 439.11048591869104 |
| 2017-03-01 | 440.35294540869796 |
| 2017-04-01 | 441.40846347632500 |
| 2017-05-01 | 441.58989912406400 |
| 2017-06-01 | 444.03741317079900 |
| 2017-07-01 | 441.70118359550200 |
| 2017-08-01 | 442.78343836569500 |
| 2017-09-01 | 444.05415358606300 |
| 2017-10-01 | 444.19519753241200 |
| 2017-11-01 | 445.10453703675904 |
| 2017-12-01 | 445.93415068526000 |
| 2018-01-01 | 446.91588572077300 |
| 2018-02-01 | 447.44685748723197 |
| 2018-03-01 | 448.39836446501200 |
| 2018-04-01 | 448.28007746211000 |
| 2018-05-01 | 449.15573933765500 |
| 2018-06-01 | 451.66354679897200 |
| 2018-07-01 | 452.48626374231300 |
| 2018-08-01 | 453.59326623336700 |
| 2018-09-01 | 454.07444854471900 |
| 2018-10-01 | 454.26765595747300 |
| 2018-11-01 | 454.96971623347804 |
| 2018-12-01 | 456.76604118014900 |
| 2019-01-01 | 456.73197450855696 |
| 2019-02-01 | 458.58747883523200 |
| 2019-03-01 | 459.57503410293100 |
| 2019-04-01 | 460.28999018781500 |
| 2019-05-01 | 462.09537072671895 |
| 2019-06-01 | 462.78405883417500 |
| 2019-07-01 | 463.11058181112300 |
| 2019-08-01 | 464.86546725843004 |
| 2019-09-01 | 465.19902751708196 |
| 2019-10-01 | 465.64221551402903 |
| 2019-11-01 | 466.81154263553700 |
| 2019-12-01 | 467.02935403351995 |
| 2020-01-01 | 469.53256557331200 |
| 2020-02-01 | 470.82629933519200 |
| 2020-03-01 | 469.65403181099300 |
| 2020-04-01 | 413.16632404172896 |
| 2020-05-01 | 429.21744524775400 |
| 2020-06-01 | 438.72368544079800 |
| 2020-07-01 | 440.90311762616600 |
| 2020-08-01 | 442.28817134892995 |
| 2020-09-01 | 444.46667098740403 |
| 2020-10-01 | 449.09092698441200 |
| 2020-11-01 | 450.73347964404700 |
| 2020-12-01 | 453.15946578052600 |
| 2021-01-01 | 454.39940454068800 |
| 2021-02-01 | 452.09297458150900 |
| 2021-03-01 | 455.12736502710294 |
| 2021-04-01 | 456.32683159180000 |
| 2021-05-01 | 456.51611400359600 |
| 2021-06-01 | 457.76655078927297 |
| 2021-07-01 | 460.83618486384904 |
| 2021-08-01 | 460.64974265058100 |
| 2021-09-01 | 459.20651319749900 |
| 2021-10-01 | 462.48831750624800 |
| 2021-11-01 | 463.12047388838900 |
| 2021-12-01 | 465.09784711420800 |
| 2022-01-01 | 463.86663805158700 |
| 2022-02-01 | 465.14675223992200 |
| 2022-03-01 | 466.20752969543600 |
| 2022-04-01 | 471.74501551841300 |
| 2022-05-01 | 473.65757341522100 |
| 2022-06-01 | 473.36554365882300 |
| 2022-07-01 | 479.22604057220600 |
| 2022-08-01 | 481.35753398163200 |
| 2022-09-01 | 483.67605447581900 |
| 2022-10-01 | 485.29151324822700 |
| 2022-11-01 | 488.12122172416395 |
| 2022-12-01 | 488.30153247731903 |
| 2023-01-01 | 493.01623924522100 |
| 2023-02-01 | 495.27625719933100 |
| 2023-03-01 | 497.59303640649200 |
| 2023-04-01 | 499.31427956294200 |
| 2023-05-01 | 502.48529678763197 |
| 2023-06-01 | 503.54925320247300 |
| 2023-07-01 | 503.38965901569003 |
| 2023-08-01 | 505.42261542551800 |
| 2023-09-01 | 506.17887334157206 |
| 2023-10-01 | 507.83522597734395 |
| 2023-11-01 | 509.48249104097800 |
| 2023-12-01 | 509.43923890110705 |
| 2024-01-01 | 511.96627838852700 |
| 2024-02-01 | 513.66966439630400 |
| 2024-03-01 | 515.03938643431900 |
| 2024-04-01 | 516.35294979753400 |
| 2024-05-01 | 515.93830845056800 |
| 2024-06-01 | 517.64603770257010 |
| 2024-07-01 | 518.35492054718800 |
| 2024-08-01 | 519.73231783650810 |
| 2024-09-01 | 522.92041370188500 |
