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 2026-04-01 |
| Last Updated | 2026-05-26 3:03 PM 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 | 162.410548163000 |
| 1990-02-01 | 164.478127432986 |
| 1990-03-01 | 165.217884506678 |
| 1990-04-01 | 165.519026613929 |
| 1990-05-01 | 167.042232666349 |
| 1990-06-01 | 167.763185796485 |
| 1990-07-01 | 169.187532068103 |
| 1990-08-01 | 170.646374780114 |
| 1990-09-01 | 171.043516317891 |
| 1990-10-01 | 172.033212871929 |
| 1990-11-01 | 173.234861960943 |
| 1990-12-01 | 173.510560736069 |
| 1991-01-01 | 173.622659133362 |
| 1991-02-01 | 174.239279695281 |
| 1991-03-01 | 175.432967580880 |
| 1991-04-01 | 176.735175138319 |
| 1991-05-01 | 177.571728603561 |
| 1991-06-01 | 177.460810613176 |
| 1991-07-01 | 178.940602751258 |
| 1991-08-01 | 179.358788515971 |
| 1991-09-01 | 179.899703284614 |
| 1991-10-01 | 180.080051110417 |
| 1991-11-01 | 180.589915205456 |
| 1991-12-01 | 181.163582609213 |
| 1992-01-01 | 182.146449949521 |
| 1992-02-01 | 183.017855132063 |
| 1992-03-01 | 183.133323998157 |
| 1992-04-01 | 183.914729600554 |
| 1992-05-01 | 184.094481857603 |
| 1992-06-01 | 184.622798585821 |
| 1992-07-01 | 184.913466460056 |
| 1992-08-01 | 185.833283368863 |
| 1992-09-01 | 186.450352955934 |
| 1992-10-01 | 187.552344860110 |
| 1992-11-01 | 187.875759756460 |
| 1992-12-01 | 188.820244658793 |
| 1993-01-01 | 189.325409132664 |
| 1993-02-01 | 189.467815885227 |
| 1993-03-01 | 190.099736124802 |
| 1993-04-01 | 189.205177933340 |
| 1993-05-01 | 189.576554076175 |
| 1993-06-01 | 190.433750364001 |
| 1993-07-01 | 191.257037809900 |
| 1993-08-01 | 191.536481731437 |
| 1993-09-01 | 192.923369849042 |
| 1993-10-01 | 191.465164939519 |
| 1993-11-01 | 192.374202659864 |
| 1993-12-01 | 192.986390103568 |
| 1994-01-01 | 194.259749767442 |
| 1994-02-01 | 194.510742547200 |
| 1994-03-01 | 194.726241923142 |
| 1994-04-01 | 196.938794889626 |
| 1994-05-01 | 197.144763295699 |
| 1994-06-01 | 198.079164640249 |
| 1994-07-01 | 198.170630876739 |
| 1994-08-01 | 198.920138549719 |
| 1994-09-01 | 199.657979975975 |
| 1994-10-01 | 200.782667556768 |
| 1994-11-01 | 201.855546816100 |
| 1994-12-01 | 202.434675150830 |
| 1995-01-01 | 202.857277720129 |
| 1995-02-01 | 203.862624368150 |
| 1995-03-01 | 204.760205995799 |
| 1995-04-01 | 206.277964688903 |
| 1995-05-01 | 207.274473610973 |
| 1995-06-01 | 208.035053686630 |
| 1995-07-01 | 209.630963625822 |
| 1995-08-01 | 210.259649431831 |
| 1995-09-01 | 211.665907418747 |
| 1995-10-01 | 212.230633627308 |
| 1995-11-01 | 213.083791462454 |
| 1995-12-01 | 213.752597325731 |
| 1996-01-01 | 213.922925029906 |
| 1996-02-01 | 214.614389498794 |
| 1996-03-01 | 215.418710711508 |
| 1996-04-01 | 215.187678828646 |
| 1996-05-01 | 216.321798465375 |
| 1996-06-01 | 216.873444749973 |
| 1996-07-01 | 216.388438821097 |
| 1996-08-01 | 217.546814682535 |
| 1996-09-01 | 218.374161759459 |
| 1996-10-01 | 220.035042012244 |
| 1996-11-01 | 221.267875975369 |
| 1996-12-01 | 221.834778654208 |
| 1997-01-01 | 224.600794739832 |
| 1997-02-01 | 225.627332518225 |
| 1997-03-01 | 226.789580207473 |
| 1997-04-01 | 226.698365965897 |
| 1997-05-01 | 228.752606074859 |
| 1997-06-01 | 229.704880544227 |
| 1997-07-01 | 231.275526454215 |
| 1997-08-01 | 232.109460524910 |
| 1997-09-01 | 233.832669911724 |
| 1997-10-01 | 232.500207759245 |
| 1997-11-01 | 232.593169383299 |
| 1997-12-01 | 232.865000561829 |
| 1998-01-01 | 233.102799699806 |
| 1998-02-01 | 233.274168464423 |
| 1998-03-01 | 232.760227603312 |
| 1998-04-01 | 234.590930403848 |
| 1998-05-01 | 234.929606046061 |
| 1998-06-01 | 235.380745501318 |
| 1998-07-01 | 234.964510603931 |
| 1998-08-01 | 235.451594660956 |
| 1998-09-01 | 235.991460788976 |
| 1998-10-01 | 235.414405483743 |
| 1998-11-01 | 237.031723838514 |
| 1998-12-01 | 237.448714527947 |
| 1999-01-01 | 237.125091166401 |
| 1999-02-01 | 237.588910923147 |
| 1999-03-01 | 237.547369823236 |
| 1999-04-01 | 237.721765679753 |
| 1999-05-01 | 237.139166006358 |
| 1999-06-01 | 237.730836009814 |
| 1999-07-01 | 238.356589392990 |
| 1999-08-01 | 239.231235623355 |
| 1999-09-01 | 239.474999546102 |
| 1999-10-01 | 240.515259750581 |
| 1999-11-01 | 240.859172612512 |
| 1999-12-01 | 241.394458694093 |
| 2000-01-01 | 241.265603129721 |
| 2000-02-01 | 240.648468869377 |
| 2000-03-01 | 242.030677822952 |
| 2000-04-01 | 242.193434059790 |
| 2000-05-01 | 243.046161187773 |
| 2000-06-01 | 243.288052286732 |
| 2000-07-01 | 243.503482564848 |
| 2000-08-01 | 243.732333116330 |
| 2000-09-01 | 245.027703946970 |
| 2000-10-01 | 245.105153337087 |
| 2000-11-01 | 245.493755353578 |
| 2000-12-01 | 246.355315255416 |
| 2001-01-01 | 248.041312572837 |
| 2001-02-01 | 248.724263010425 |
| 2001-03-01 | 249.795582513531 |
| 2001-04-01 | 250.665371758964 |
| 2001-05-01 | 251.701422339707 |
| 2001-06-01 | 254.667504598110 |
| 2001-07-01 | 254.652121219205 |
| 2001-08-01 | 255.107828213103 |
| 2001-09-01 | 255.148129532257 |
| 2001-10-01 | 255.465697512292 |
| 2001-11-01 | 256.099102354827 |
| 2001-12-01 | 257.054939998807 |
| 2002-01-01 | 258.612217161205 |
| 2002-02-01 | 258.944733723404 |
| 2002-03-01 | 259.395599638513 |
| 2002-04-01 | 260.280991178884 |
| 2002-05-01 | 261.540859723387 |
| 2002-06-01 | 261.789198055156 |
| 2002-07-01 | 260.994714568363 |
| 2002-08-01 | 262.977438947340 |
| 2002-09-01 | 263.542172948925 |
| 2002-10-01 | 263.205901174838 |
| 2002-11-01 | 264.710983907613 |
| 2002-12-01 | 265.856388411967 |
| 2003-01-01 | 268.961117826621 |
| 2003-02-01 | 268.311397203315 |
| 2003-03-01 | 268.740957355517 |
| 2003-04-01 | 268.824046911505 |
| 2003-05-01 | 269.246432134947 |
| 2003-06-01 | 268.917882997858 |
| 2003-07-01 | 269.775165232521 |
| 2003-08-01 | 270.051444341861 |
| 2003-09-01 | 270.380159932649 |
| 2003-10-01 | 272.055510144796 |
| 2003-11-01 | 272.372911619464 |
| 2003-12-01 | 271.592401095358 |
| 2004-01-01 | 271.386055090216 |
| 2004-02-01 | 272.422897440237 |
| 2004-03-01 | 273.049567619873 |
| 2004-04-01 | 273.617990391630 |
| 2004-05-01 | 273.737739679935 |
| 2004-06-01 | 272.544687892350 |
| 2004-07-01 | 274.421823429580 |
| 2004-08-01 | 274.491270925388 |
| 2004-09-01 | 275.670556828237 |
| 2004-10-01 | 280.601209423315 |
| 2004-11-01 | 280.917036674335 |
| 2004-12-01 | 282.913846538338 |
| 2005-01-01 | 280.782569249394 |
| 2005-02-01 | 281.078203943607 |
| 2005-03-01 | 281.829286845284 |
| 2005-04-01 | 284.340722291046 |
| 2005-05-01 | 284.861903003454 |
| 2005-06-01 | 285.804634733065 |
| 2005-07-01 | 289.266640675914 |
| 2005-08-01 | 288.645276341860 |
| 2005-09-01 | 289.329168216439 |
| 2005-10-01 | 291.397606809173 |
| 2005-11-01 | 291.965869240035 |
| 2005-12-01 | 293.318909438785 |
| 2006-01-01 | 296.535007328357 |
| 2006-02-01 | 295.652713049789 |
| 2006-03-01 | 295.692457568650 |
| 2006-04-01 | 296.084249230624 |
| 2006-05-01 | 296.712358531903 |
| 2006-06-01 | 299.325658837499 |
| 2006-07-01 | 298.935665793959 |
| 2006-08-01 | 302.102973264294 |
| 2006-09-01 | 303.486455687473 |
| 2006-10-01 | 304.249139764326 |
| 2006-11-01 | 305.618331334159 |
| 2006-12-01 | 308.660685649308 |
| 2007-01-01 | 307.311840698432 |
| 2007-02-01 | 309.625664563908 |
| 2007-03-01 | 311.769570455355 |
| 2007-04-01 | 312.455936203742 |
| 2007-05-01 | 313.648938112000 |
| 2007-06-01 | 315.089972329117 |
| 2007-07-01 | 315.037222912964 |
| 2007-08-01 | 316.783629397108 |
| 2007-09-01 | 317.866789633127 |
| 2007-10-01 | 318.582846410182 |
| 2007-11-01 | 320.368925983958 |
| 2007-12-01 | 321.087985062968 |
| 2008-01-01 | 323.074414625518 |
| 2008-02-01 | 325.234679411565 |
| 2008-03-01 | 325.045559698454 |
| 2008-04-01 | 325.260341505509 |
| 2008-05-01 | 327.538506979611 |
| 2008-06-01 | 327.044253029801 |
| 2008-07-01 | 328.289856476821 |
| 2008-08-01 | 329.012723340604 |
| 2008-09-01 | 329.940347054319 |
| 2008-10-01 | 330.195041063803 |
| 2008-11-01 | 331.842948832293 |
| 2008-12-01 | 334.091987887245 |
| 2009-01-01 | 335.369924709011 |
| 2009-02-01 | 335.544316322238 |
| 2009-03-01 | 337.332803790776 |
| 2009-04-01 | 338.733151153380 |
| 2009-05-01 | 340.253714290903 |
| 2009-06-01 | 341.430637451173 |
| 2009-07-01 | 344.178708854097 |
| 2009-08-01 | 344.841582782573 |
| 2009-09-01 | 346.432575771417 |
| 2009-10-01 | 348.788452690010 |
| 2009-11-01 | 349.280028664305 |
| 2009-12-01 | 350.291026046861 |
| 2010-01-01 | 349.373598909571 |
| 2010-02-01 | 349.756654795681 |
| 2010-03-01 | 352.098115341978 |
| 2010-04-01 | 353.889148315085 |
| 2010-05-01 | 354.737702653090 |
| 2010-06-01 | 355.575848311392 |
| 2010-07-01 | 355.867699390901 |
| 2010-08-01 | 356.616244763479 |
| 2010-09-01 | 357.221905770283 |
| 2010-10-01 | 359.298642527258 |
| 2010-11-01 | 359.774188503737 |
| 2010-12-01 | 360.852162710614 |
| 2011-01-01 | 362.494743959639 |
| 2011-02-01 | 360.908375979999 |
| 2011-03-01 | 363.641714885486 |
| 2011-04-01 | 365.209659796940 |
| 2011-05-01 | 366.417533333254 |
| 2011-06-01 | 368.196388534952 |
| 2011-07-01 | 369.294725521590 |
| 2011-08-01 | 369.492451258176 |
| 2011-09-01 | 371.942815070948 |
| 2011-10-01 | 370.845646180190 |
| 2011-11-01 | 371.581216541181 |
| 2011-12-01 | 372.956309501878 |
| 2012-01-01 | 374.117159332898 |
| 2012-02-01 | 374.920566559201 |
| 2012-03-01 | 376.158060409368 |
| 2012-04-01 | 375.176009839344 |
| 2012-05-01 | 374.997404528437 |
| 2012-06-01 | 375.846214840938 |
| 2012-07-01 | 376.097890896659 |
| 2012-08-01 | 377.041190282050 |
| 2012-09-01 | 377.653085341274 |
| 2012-10-01 | 377.500258236986 |
| 2012-11-01 | 378.066958300738 |
| 2012-12-01 | 378.902060952326 |
| 2013-01-01 | 378.303655489642 |
| 2013-02-01 | 380.098151436881 |
| 2013-03-01 | 380.682091097605 |
| 2013-04-01 | 382.748489343030 |
| 2013-05-01 | 383.423894280227 |
| 2013-06-01 | 383.919746855907 |
| 2013-07-01 | 384.486512572493 |
| 2013-08-01 | 386.293445767537 |
| 2013-09-01 | 387.519514737499 |
| 2013-10-01 | 388.378382697700 |
| 2013-11-01 | 389.891390894388 |
| 2013-12-01 | 389.781289969995 |
| 2014-01-01 | 391.416670877026 |
| 2014-02-01 | 392.291223858516 |
| 2014-03-01 | 393.329109915424 |
| 2014-04-01 | 393.378773622456 |
| 2014-05-01 | 394.516637578232 |
| 2014-06-01 | 396.001749149965 |
| 2014-07-01 | 396.088774884062 |
| 2014-08-01 | 398.423771717697 |
| 2014-09-01 | 399.414565351982 |
| 2014-10-01 | 401.504501973824 |
| 2014-11-01 | 403.141564879357 |
| 2014-12-01 | 404.469605455815 |
| 2015-01-01 | 404.576641516346 |
| 2015-02-01 | 405.634255672994 |
| 2015-03-01 | 406.023789154801 |
| 2015-04-01 | 409.551099300860 |
| 2015-05-01 | 411.873512427463 |
| 2015-06-01 | 413.286074439983 |
| 2015-07-01 | 415.201529148506 |
| 2015-08-01 | 415.882115091094 |
| 2015-09-01 | 415.569176902595 |
| 2015-10-01 | 417.815592790308 |
| 2015-11-01 | 419.143805103329 |
| 2015-12-01 | 420.080617519518 |
| 2016-01-01 | 421.554133315826 |
| 2016-02-01 | 422.385303028319 |
| 2016-03-01 | 422.976891434689 |
| 2016-04-01 | 423.711239876931 |
| 2016-05-01 | 424.894081410616 |
| 2016-06-01 | 424.565426049514 |
| 2016-07-01 | 426.702141676640 |
| 2016-08-01 | 427.652206993953 |
| 2016-09-01 | 429.480896696222 |
| 2016-10-01 | 429.859653274197 |
| 2016-11-01 | 430.521179324828 |
| 2016-12-01 | 430.954043493910 |
| 2017-01-01 | 434.833301864223 |
| 2017-02-01 | 436.203912196070 |
| 2017-03-01 | 437.497457277809 |
| 2017-04-01 | 438.490001174233 |
| 2017-05-01 | 438.593906107797 |
| 2017-06-01 | 441.137064142440 |
| 2017-07-01 | 438.713654553595 |
| 2017-08-01 | 439.807280989236 |
| 2017-09-01 | 441.047025914932 |
| 2017-10-01 | 441.207263484057 |
| 2017-11-01 | 442.085160614918 |
| 2017-12-01 | 442.929336897153 |
| 2018-01-01 | 443.849377881906 |
| 2018-02-01 | 444.438525806890 |
| 2018-03-01 | 445.404703241157 |
| 2018-04-01 | 445.168080472981 |
| 2018-05-01 | 446.046090153178 |
| 2018-06-01 | 448.642728250461 |
| 2018-07-01 | 449.409343463651 |
| 2018-08-01 | 450.510801960327 |
| 2018-09-01 | 450.945354161505 |
| 2018-10-01 | 451.288144645989 |
| 2018-11-01 | 451.945508776363 |
| 2018-12-01 | 453.605974246365 |
| 2019-01-01 | 453.664441465351 |
| 2019-02-01 | 455.471498767449 |
| 2019-03-01 | 456.816584004515 |
| 2019-04-01 | 457.187570641282 |
| 2019-05-01 | 458.952793998094 |
| 2019-06-01 | 459.772372780177 |
| 2019-07-01 | 460.027436342347 |
| 2019-08-01 | 461.752267294930 |
| 2019-09-01 | 462.031664914696 |
| 2019-10-01 | 462.576224027568 |
| 2019-11-01 | 463.689965324372 |
| 2019-12-01 | 463.762700925103 |
| 2020-01-01 | 466.388927584759 |
| 2020-02-01 | 467.640224226366 |
| 2020-03-01 | 466.913679895835 |
| 2020-04-01 | 410.293132951176 |
| 2020-05-01 | 426.281621101332 |
| 2020-06-01 | 435.837048655447 |
| 2020-07-01 | 437.866087713519 |
| 2020-08-01 | 439.237231095273 |
| 2020-09-01 | 441.325286262863 |
| 2020-10-01 | 446.137035036917 |
| 2020-11-01 | 447.652795683240 |
| 2020-12-01 | 449.831834131420 |
| 2021-01-01 | 451.428469048115 |
| 2021-02-01 | 449.107273185347 |
| 2021-03-01 | 452.771507725509 |
| 2021-04-01 | 453.518787582897 |
| 2021-05-01 | 453.385288224784 |
| 2021-06-01 | 454.979624112087 |
| 2021-07-01 | 457.841639073329 |
| 2021-08-01 | 457.573284979778 |
| 2021-09-01 | 456.107375581457 |
| 2021-10-01 | 459.644223769049 |
| 2021-11-01 | 460.126409729610 |
| 2021-12-01 | 461.753636850351 |
| 2022-01-01 | 461.110525619108 |
| 2022-02-01 | 462.154414876649 |
| 2022-03-01 | 464.052437398867 |
| 2022-04-01 | 468.891665999131 |
| 2022-05-01 | 470.387632739828 |
| 2022-06-01 | 470.704115856212 |
| 2022-07-01 | 476.134464546725 |
| 2022-08-01 | 478.013783948801 |
| 2022-09-01 | 480.443227404198 |
| 2022-10-01 | 482.380898613982 |
| 2022-11-01 | 485.136837737822 |
| 2022-12-01 | 484.809915125501 |
| 2023-01-01 | 490.126952201745 |
| 2023-02-01 | 492.167272015698 |
| 2023-03-01 | 495.481762080319 |
| 2023-04-01 | 496.814118402754 |
| 2023-05-01 | 499.388084640521 |
| 2023-06-01 | 501.860496870503 |
| 2023-07-01 | 501.843739094810 |
| 2023-08-01 | 502.874460560414 |
| 2023-09-01 | 503.941500467161 |
| 2023-10-01 | 504.585053868087 |
| 2023-11-01 | 505.486141241913 |
| 2023-12-01 | 506.415706689877 |
| 2024-01-01 | 506.982210617448 |
| 2024-02-01 | 508.986620116673 |
| 2024-03-01 | 508.871922320488 |
| 2024-04-01 | 509.987705032359 |
| 2024-05-01 | 510.780049383570 |
| 2024-06-01 | 511.033661243196 |
| 2024-07-01 | 511.742052016847 |
| 2024-08-01 | 513.551724816658 |
| 2024-09-01 | 514.944166894634 |
| 2024-10-01 | 516.909493436155 |
| 2024-11-01 | 518.654658810090 |
| 2024-12-01 | 519.548337230496 |
| 2025-01-01 | 520.592587174885 |
| 2025-02-01 | 522.596179407184 |
| 2025-03-01 | 522.919579216114 |
| 2025-04-01 | 524.717255889246 |
| 2025-05-01 | 525.158190791158 |
| 2025-06-01 | 522.579588535270 |
| 2025-07-01 | 524.526348319500 |
| 2025-08-01 | 525.478180277022 |
| 2025-09-01 | 526.164720884284 |
| 2025-10-01 | 523.292471214125 |
| 2025-11-01 | 525.242603436123 |
| 2025-12-01 | 524.985240416028 |
| 2026-01-01 | 527.086559863373 |
| 2026-02-01 | 524.875375635137 |
| 2026-03-01 | 528.607264627296 |
| 2026-04-01 | 526.457174340752 |