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 2026-06-01 |
| Last Updated | 2026-07-22 9:51 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 | 162.410548162955 |
| 1990-02-01 | 164.478127433050 |
| 1990-03-01 | 165.217884505982 |
| 1990-04-01 | 165.519026638919 |
| 1990-05-01 | 167.042232670894 |
| 1990-06-01 | 167.763185820257 |
| 1990-07-01 | 169.187532067711 |
| 1990-08-01 | 170.646374758179 |
| 1990-09-01 | 171.043516316741 |
| 1990-10-01 | 172.033212865759 |
| 1990-11-01 | 173.234861944832 |
| 1990-12-01 | 173.510560726984 |
| 1991-01-01 | 173.622659131331 |
| 1991-02-01 | 174.239279689333 |
| 1991-03-01 | 175.432967575314 |
| 1991-04-01 | 176.735175198683 |
| 1991-05-01 | 177.571728598965 |
| 1991-06-01 | 177.460810630162 |
| 1991-07-01 | 178.940602748965 |
| 1991-08-01 | 179.358788494505 |
| 1991-09-01 | 179.899703281758 |
| 1991-10-01 | 180.080051102234 |
| 1991-11-01 | 180.589915187729 |
| 1991-12-01 | 181.163582597563 |
| 1992-01-01 | 182.146449942706 |
| 1992-02-01 | 183.017855120736 |
| 1992-03-01 | 183.133323991983 |
| 1992-04-01 | 183.914729699671 |
| 1992-05-01 | 184.094481847651 |
| 1992-06-01 | 184.622798595851 |
| 1992-07-01 | 184.913466453028 |
| 1992-08-01 | 185.833283348968 |
| 1992-09-01 | 186.450352946653 |
| 1992-10-01 | 187.552344844873 |
| 1992-11-01 | 187.875759733029 |
| 1992-12-01 | 188.820244642192 |
| 1993-01-01 | 189.325409129535 |
| 1993-02-01 | 189.467815884599 |
| 1993-03-01 | 190.099736134391 |
| 1993-04-01 | 189.205178076661 |
| 1993-05-01 | 189.576554048310 |
| 1993-06-01 | 190.433750329367 |
| 1993-07-01 | 191.257037747140 |
| 1993-08-01 | 191.536481701426 |
| 1993-09-01 | 192.923369848312 |
| 1993-10-01 | 191.465164954006 |
| 1993-11-01 | 192.374202672238 |
| 1993-12-01 | 192.986390129872 |
| 1994-01-01 | 194.259749784596 |
| 1994-02-01 | 194.510742606881 |
| 1994-03-01 | 194.726241955338 |
| 1994-04-01 | 196.938795008343 |
| 1994-05-01 | 197.144763145068 |
| 1994-06-01 | 198.079164435352 |
| 1994-07-01 | 198.170630680625 |
| 1994-08-01 | 198.920138534640 |
| 1994-09-01 | 199.657980068849 |
| 1994-10-01 | 200.782667735115 |
| 1994-11-01 | 201.855547000025 |
| 1994-12-01 | 202.434675288050 |
| 1995-01-01 | 202.857277750922 |
| 1995-02-01 | 203.862624415269 |
| 1995-03-01 | 204.760206273390 |
| 1995-04-01 | 206.277964559313 |
| 1995-05-01 | 207.274473064401 |
| 1995-06-01 | 208.035053176064 |
| 1995-07-01 | 209.630963215070 |
| 1995-08-01 | 210.259649253335 |
| 1995-09-01 | 211.665907256888 |
| 1995-10-01 | 212.230635439906 |
| 1995-11-01 | 213.083791521573 |
| 1995-12-01 | 213.752597528048 |
| 1996-01-01 | 213.922925079932 |
| 1996-02-01 | 214.614389657354 |
| 1996-03-01 | 215.418711528224 |
| 1996-04-01 | 215.187678878751 |
| 1996-05-01 | 216.321795384990 |
| 1996-06-01 | 216.873444256211 |
| 1996-07-01 | 216.388438281534 |
| 1996-08-01 | 217.546814341141 |
| 1996-09-01 | 218.374161472904 |
| 1996-10-01 | 220.035045871895 |
| 1996-11-01 | 221.267876198126 |
| 1996-12-01 | 221.834779386637 |
| 1997-01-01 | 224.600795637499 |
| 1997-02-01 | 225.627332268141 |
| 1997-03-01 | 226.789582004445 |
| 1997-04-01 | 226.698365681948 |
| 1997-05-01 | 228.752598940596 |
| 1997-06-01 | 229.704878336497 |
| 1997-07-01 | 231.275524615546 |
| 1997-08-01 | 232.109460300035 |
| 1997-09-01 | 233.832671259853 |
| 1997-10-01 | 232.500216176755 |
| 1997-11-01 | 232.593171296668 |
| 1997-12-01 | 232.865002434603 |
| 1998-01-01 | 233.102801276005 |
| 1998-02-01 | 233.274166943771 |
| 1998-03-01 | 232.760229310034 |
| 1998-04-01 | 234.590929466721 |
| 1998-05-01 | 234.929595128618 |
| 1998-06-01 | 235.380733219930 |
| 1998-07-01 | 234.964507658746 |
| 1998-08-01 | 235.451596039147 |
| 1998-09-01 | 235.991466807806 |
| 1998-10-01 | 235.414419926138 |
| 1998-11-01 | 237.031730560807 |
| 1998-12-01 | 237.448719032188 |
| 1999-01-01 | 237.125094512541 |
| 1999-02-01 | 237.588911335665 |
| 1999-03-01 | 237.547377703694 |
| 1999-04-01 | 237.721766267576 |
| 1999-05-01 | 237.139147309337 |
| 1999-06-01 | 237.730801429579 |
| 1999-07-01 | 238.356575230993 |
| 1999-08-01 | 239.231212577909 |
| 1999-09-01 | 239.474985882552 |
| 1999-10-01 | 240.515342299196 |
| 1999-11-01 | 240.859182506613 |
| 1999-12-01 | 241.394474618686 |
| 2000-01-01 | 241.265616831563 |
| 2000-02-01 | 240.648483604304 |
| 2000-03-01 | 242.030695971777 |
| 2000-04-01 | 242.193436854996 |
| 2000-05-01 | 243.046128974959 |
| 2000-06-01 | 243.287974197264 |
| 2000-07-01 | 243.503424913790 |
| 2000-08-01 | 243.732255573371 |
| 2000-09-01 | 245.027658632313 |
| 2000-10-01 | 245.105317528533 |
| 2000-11-01 | 245.493799153161 |
| 2000-12-01 | 246.355375384518 |
| 2001-01-01 | 248.041358964512 |
| 2001-02-01 | 248.724305089717 |
| 2001-03-01 | 249.795624158687 |
| 2001-04-01 | 250.665379771517 |
| 2001-05-01 | 251.701362490312 |
| 2001-06-01 | 254.667370373209 |
| 2001-07-01 | 254.651991142241 |
| 2001-08-01 | 255.107614854363 |
| 2001-09-01 | 255.147876078348 |
| 2001-10-01 | 255.466124496537 |
| 2001-11-01 | 256.099259675325 |
| 2001-12-01 | 257.055071763030 |
| 2002-01-01 | 258.612312311500 |
| 2002-02-01 | 258.944812642644 |
| 2002-03-01 | 259.395649254052 |
| 2002-04-01 | 260.280982708738 |
| 2002-05-01 | 261.540758475800 |
| 2002-06-01 | 261.788989426712 |
| 2002-07-01 | 260.994521864140 |
| 2002-08-01 | 262.977075464637 |
| 2002-09-01 | 263.541708117720 |
| 2002-10-01 | 263.206546639148 |
| 2002-11-01 | 264.711294622265 |
| 2002-12-01 | 265.856621814759 |
| 2003-01-01 | 268.961265204250 |
| 2003-02-01 | 268.311510322520 |
| 2003-03-01 | 268.741009496342 |
| 2003-04-01 | 268.824010096284 |
| 2003-05-01 | 269.246274239574 |
| 2003-06-01 | 268.917599831175 |
| 2003-07-01 | 269.774981649769 |
| 2003-08-01 | 270.050924925477 |
| 2003-09-01 | 270.379469388986 |
| 2003-10-01 | 272.056377014839 |
| 2003-11-01 | 272.373361062093 |
| 2003-12-01 | 271.592713998297 |
| 2004-01-01 | 271.386232025317 |
| 2004-02-01 | 272.423030225003 |
| 2004-03-01 | 273.049595445071 |
| 2004-04-01 | 273.617910348170 |
| 2004-05-01 | 273.737540716372 |
| 2004-06-01 | 272.544363546500 |
| 2004-07-01 | 274.421695497854 |
| 2004-08-01 | 274.490708560507 |
| 2004-09-01 | 275.669848376895 |
| 2004-10-01 | 280.602042260553 |
| 2004-11-01 | 280.917545105179 |
| 2004-12-01 | 282.914207710498 |
| 2005-01-01 | 280.782749356600 |
| 2005-02-01 | 281.078347251935 |
| 2005-03-01 | 281.829292162628 |
| 2005-04-01 | 284.340616092429 |
| 2005-05-01 | 284.861678814742 |
| 2005-06-01 | 285.804317484418 |
| 2005-07-01 | 289.266608368653 |
| 2005-08-01 | 288.644723729295 |
| 2005-09-01 | 289.328449682887 |
| 2005-10-01 | 291.398377749877 |
| 2005-11-01 | 291.966370224053 |
| 2005-12-01 | 293.319240683386 |
| 2006-01-01 | 296.535157902274 |
| 2006-02-01 | 295.652849608036 |
| 2006-03-01 | 295.692426981368 |
| 2006-04-01 | 296.084123402442 |
| 2006-05-01 | 296.712147694631 |
| 2006-06-01 | 299.325392273216 |
| 2006-07-01 | 298.935721246848 |
| 2006-08-01 | 302.102557665631 |
| 2006-09-01 | 303.485948671923 |
| 2006-10-01 | 304.249634326706 |
| 2006-11-01 | 305.618716680570 |
| 2006-12-01 | 308.660944832683 |
| 2007-01-01 | 307.311936518745 |
| 2007-02-01 | 309.625782878998 |
| 2007-03-01 | 311.769527348055 |
| 2007-04-01 | 312.455824312363 |
| 2007-05-01 | 313.648760364097 |
| 2007-06-01 | 315.089781660805 |
| 2007-07-01 | 315.037355901009 |
| 2007-08-01 | 316.783367478594 |
| 2007-09-01 | 317.866501137428 |
| 2007-10-01 | 318.583107613226 |
| 2007-11-01 | 320.369145944388 |
| 2007-12-01 | 321.088134694064 |
| 2008-01-01 | 323.074459470921 |
| 2008-02-01 | 325.234770533532 |
| 2008-03-01 | 325.045516321219 |
| 2008-04-01 | 325.260260463119 |
| 2008-05-01 | 327.538390545622 |
| 2008-06-01 | 327.044150921381 |
| 2008-07-01 | 328.289975512938 |
| 2008-08-01 | 329.012626812802 |
| 2008-09-01 | 329.940301498636 |
| 2008-10-01 | 330.195059478561 |
| 2008-11-01 | 331.843010972674 |
| 2008-12-01 | 334.092047992693 |
| 2009-01-01 | 335.369935851215 |
| 2009-02-01 | 335.544384908728 |
| 2009-03-01 | 337.332790627583 |
| 2009-04-01 | 338.733115244550 |
| 2009-05-01 | 340.253650272084 |
| 2009-06-01 | 341.430608301096 |
| 2009-07-01 | 344.178774994278 |
| 2009-08-01 | 344.841558977696 |
| 2009-09-01 | 346.432560699656 |
| 2009-10-01 | 348.788447962422 |
| 2009-11-01 | 349.280031541980 |
| 2009-12-01 | 350.291026855584 |
| 2010-01-01 | 349.373603430110 |
| 2010-02-01 | 349.756696322644 |
| 2010-03-01 | 352.098126035488 |
| 2010-04-01 | 353.889135644049 |
| 2010-05-01 | 354.737676097548 |
| 2010-06-01 | 355.575851545311 |
| 2010-07-01 | 355.867703355037 |
| 2010-08-01 | 356.616249035683 |
| 2010-09-01 | 357.221901980757 |
| 2010-10-01 | 359.298629954410 |
| 2010-11-01 | 359.774173412114 |
| 2010-12-01 | 360.852151423339 |
| 2011-01-01 | 362.494757528872 |
| 2011-02-01 | 360.908400923838 |
| 2011-03-01 | 363.641750756910 |
| 2011-04-01 | 365.209655215084 |
| 2011-05-01 | 366.417514612665 |
| 2011-06-01 | 368.196381118381 |
| 2011-07-01 | 369.294719595375 |
| 2011-08-01 | 369.492452285048 |
| 2011-09-01 | 371.942809566976 |
| 2011-10-01 | 370.845626158478 |
| 2011-11-01 | 371.581189650260 |
| 2011-12-01 | 372.956292946469 |
| 2012-01-01 | 374.117188044779 |
| 2012-02-01 | 374.920598576742 |
| 2012-03-01 | 376.158156860903 |
| 2012-04-01 | 375.176018154021 |
| 2012-05-01 | 374.997373304865 |
| 2012-06-01 | 375.846163921630 |
| 2012-07-01 | 376.097854139457 |
| 2012-08-01 | 377.041190991775 |
| 2012-09-01 | 377.653080213442 |
| 2012-10-01 | 377.500236479862 |
| 2012-11-01 | 378.066899558547 |
| 2012-12-01 | 378.902022738570 |
| 2013-01-01 | 378.303701360123 |
| 2013-02-01 | 380.098236704004 |
| 2013-03-01 | 380.682300195132 |
| 2013-04-01 | 382.748581883691 |
| 2013-05-01 | 383.423914498790 |
| 2013-06-01 | 383.919339673240 |
| 2013-07-01 | 384.486482124183 |
| 2013-08-01 | 386.293461930339 |
| 2013-09-01 | 387.519554523692 |
| 2013-10-01 | 388.378477429881 |
| 2013-11-01 | 389.891196300404 |
| 2013-12-01 | 389.781101255897 |
| 2014-01-01 | 391.416779285769 |
| 2014-02-01 | 392.291485260813 |
| 2014-03-01 | 393.329474967156 |
| 2014-04-01 | 393.379027174130 |
| 2014-05-01 | 394.516873772290 |
| 2014-06-01 | 396.000913945601 |
| 2014-07-01 | 396.088070583808 |
| 2014-08-01 | 398.424007365609 |
| 2014-09-01 | 399.414763887801 |
| 2014-10-01 | 401.504756215601 |
| 2014-11-01 | 403.141279926340 |
| 2014-12-01 | 404.469342605672 |
| 2015-01-01 | 404.576813916698 |
| 2015-02-01 | 405.634673006015 |
| 2015-03-01 | 406.024331100249 |
| 2015-04-01 | 409.551624475024 |
| 2015-05-01 | 411.874069888727 |
| 2015-06-01 | 413.284761767161 |
| 2015-07-01 | 415.199942118932 |
| 2015-08-01 | 415.882368595342 |
| 2015-09-01 | 415.569410575031 |
| 2015-10-01 | 417.815998567916 |
| 2015-11-01 | 419.143542243004 |
| 2015-12-01 | 420.080442063011 |
| 2016-01-01 | 421.554414737954 |
| 2016-02-01 | 422.385869370378 |
| 2016-03-01 | 422.977661387494 |
| 2016-04-01 | 423.712181852780 |
| 2016-05-01 | 424.895115124318 |
| 2016-06-01 | 424.564020494242 |
| 2016-07-01 | 426.699304266142 |
| 2016-08-01 | 427.651847061222 |
| 2016-09-01 | 429.480713296182 |
| 2016-10-01 | 429.860160110676 |
| 2016-11-01 | 430.521009846952 |
| 2016-12-01 | 430.954287835780 |
| 2017-01-01 | 434.834827525274 |
| 2017-02-01 | 436.206392227745 |
| 2017-03-01 | 437.494324124972 |
| 2017-04-01 | 438.490943694032 |
| 2017-05-01 | 438.600677520538 |
| 2017-06-01 | 441.132856498265 |
| 2017-07-01 | 438.708893974311 |
| 2017-08-01 | 439.805920525270 |
| 2017-09-01 | 441.046406639558 |
| 2017-10-01 | 441.206883198968 |
| 2017-11-01 | 442.085611931730 |
| 2017-12-01 | 442.930981956209 |
| 2018-01-01 | 443.852995738395 |
| 2018-02-01 | 444.443262297374 |
| 2018-03-01 | 445.397560573815 |
| 2018-04-01 | 445.168501287527 |
| 2018-05-01 | 446.057906084474 |
| 2018-06-01 | 448.635474656039 |
| 2018-07-01 | 449.402137045476 |
| 2018-08-01 | 450.508822749220 |
| 2018-09-01 | 450.942856394828 |
| 2018-10-01 | 451.287590525682 |
| 2018-11-01 | 451.947660167459 |
| 2018-12-01 | 453.608950950733 |
| 2019-01-01 | 453.671310343585 |
| 2019-02-01 | 455.480423916146 |
| 2019-03-01 | 456.807941411922 |
| 2019-04-01 | 457.179646587028 |
| 2019-05-01 | 458.972833431884 |
| 2019-06-01 | 459.757613372964 |
| 2019-07-01 | 460.019642611312 |
| 2019-08-01 | 461.750393884461 |
| 2019-09-01 | 462.028094325852 |
| 2019-10-01 | 462.575773276280 |
| 2019-11-01 | 463.694193507008 |
| 2019-12-01 | 463.767495154297 |
| 2020-01-01 | 466.399183899279 |
| 2020-02-01 | 467.652104798290 |
| 2020-03-01 | 466.908069847417 |
| 2020-04-01 | 410.279452989148 |
| 2020-05-01 | 426.303883994774 |
| 2020-06-01 | 435.808306000598 |
| 2020-07-01 | 437.862157571053 |
| 2020-08-01 | 439.237496245244 |
| 2020-09-01 | 441.321664257682 |
| 2020-10-01 | 446.138102987046 |
| 2020-11-01 | 447.658684389766 |
| 2020-12-01 | 449.837393433210 |
| 2021-01-01 | 451.441283415778 |
| 2021-02-01 | 449.122892961386 |
| 2021-03-01 | 452.770851543683 |
| 2021-04-01 | 453.496625607997 |
| 2021-05-01 | 453.411122257858 |
| 2021-06-01 | 454.930911365111 |
| 2021-07-01 | 457.839381204638 |
| 2021-08-01 | 457.575404614953 |
| 2021-09-01 | 456.106846859712 |
| 2021-10-01 | 459.647730274982 |
| 2021-11-01 | 460.133447079604 |
| 2021-12-01 | 461.760346983515 |
| 2022-01-01 | 461.125520564564 |
| 2022-02-01 | 462.173702689326 |
| 2022-03-01 | 464.061935199381 |
| 2022-04-01 | 468.872480062954 |
| 2022-05-01 | 470.408627003957 |
| 2022-06-01 | 470.625044891555 |
| 2022-07-01 | 476.131663639378 |
| 2022-08-01 | 478.016761552570 |
| 2022-09-01 | 480.443938820307 |
| 2022-10-01 | 482.393990080090 |
| 2022-11-01 | 485.150148847325 |
| 2022-12-01 | 484.826080337783 |
| 2023-01-01 | 490.117011331031 |
| 2023-02-01 | 492.210289741235 |
| 2023-03-01 | 495.514336372756 |
| 2023-04-01 | 496.795112069063 |
| 2023-05-01 | 499.414915798703 |
| 2023-06-01 | 501.715841808568 |
| 2023-07-01 | 501.833180504952 |
| 2023-08-01 | 502.885382520414 |
| 2023-09-01 | 503.942058546076 |
| 2023-10-01 | 504.609960454479 |
| 2023-11-01 | 505.512279892693 |
| 2023-12-01 | 506.443999541732 |
| 2024-01-01 | 506.949104835773 |
| 2024-02-01 | 509.052753597230 |
| 2024-03-01 | 508.920729618291 |
| 2024-04-01 | 509.973948261946 |
| 2024-05-01 | 510.845590872110 |
| 2024-06-01 | 510.788586196495 |
| 2024-07-01 | 511.723186795066 |
| 2024-08-01 | 513.573118852559 |
| 2024-09-01 | 514.941364638926 |
| 2024-10-01 | 516.946737314809 |
| 2024-11-01 | 518.698162743570 |
| 2024-12-01 | 519.592636433300 |
| 2025-01-01 | 520.528465795089 |
| 2025-02-01 | 522.691639199937 |
| 2025-03-01 | 522.979614476912 |
| 2025-04-01 | 524.703118453194 |
| 2025-05-01 | 525.272412037281 |
| 2025-06-01 | 522.240535233913 |
| 2025-07-01 | 524.494160792418 |
| 2025-08-01 | 525.511804214735 |
| 2025-09-01 | 526.158574430823 |
| 2025-10-01 | 523.336250781828 |
| 2025-11-01 | 525.300564966339 |
| 2025-12-01 | 525.038190760939 |
| 2026-01-01 | 527.013614278830 |
| 2026-02-01 | 524.982664889389 |
| 2026-03-01 | 528.666991043921 |
| 2026-04-01 | 526.842300610106 |
| 2026-05-01 | 525.730900042976 |
| 2026-06-01 | 529.626152660674 |