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 2025-12-01 |
| Last Updated | 2026-01-28 4:09 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 | 162.410548161146 |
| 1990-02-01 | 164.478127426848 |
| 1990-03-01 | 165.217884539581 |
| 1990-04-01 | 165.519025530115 |
| 1990-05-01 | 167.042232468442 |
| 1990-06-01 | 167.763184762628 |
| 1990-07-01 | 169.187532084552 |
| 1990-08-01 | 170.646375732418 |
| 1990-09-01 | 171.043516373312 |
| 1990-10-01 | 172.033213145800 |
| 1990-11-01 | 173.234862660979 |
| 1990-12-01 | 173.510561130750 |
| 1991-01-01 | 173.622659206001 |
| 1991-02-01 | 174.239279952555 |
| 1991-03-01 | 175.432967829406 |
| 1991-04-01 | 176.735172520264 |
| 1991-05-01 | 177.571728799677 |
| 1991-06-01 | 177.460809870996 |
| 1991-07-01 | 178.940602848605 |
| 1991-08-01 | 179.358789448619 |
| 1991-09-01 | 179.899703420328 |
| 1991-10-01 | 180.080051479564 |
| 1991-11-01 | 180.589915978925 |
| 1991-12-01 | 181.163583115398 |
| 1992-01-01 | 182.146450212176 |
| 1992-02-01 | 183.017855620498 |
| 1992-03-01 | 183.133324275045 |
| 1992-04-01 | 183.914725300031 |
| 1992-05-01 | 184.094482279695 |
| 1992-06-01 | 184.622798136280 |
| 1992-07-01 | 184.913466757217 |
| 1992-08-01 | 185.833284235822 |
| 1992-09-01 | 186.450353390009 |
| 1992-10-01 | 187.552345563498 |
| 1992-11-01 | 187.875760799003 |
| 1992-12-01 | 188.820245391963 |
| 1993-01-01 | 189.325409224324 |
| 1993-02-01 | 189.467815907068 |
| 1993-03-01 | 190.099735702452 |
| 1993-04-01 | 189.205171686630 |
| 1993-05-01 | 189.576555234739 |
| 1993-06-01 | 190.433751790167 |
| 1993-07-01 | 191.257040397559 |
| 1993-08-01 | 191.536483061962 |
| 1993-09-01 | 192.923369993934 |
| 1993-10-01 | 191.465164491373 |
| 1993-11-01 | 192.374202328258 |
| 1993-12-01 | 192.986389157079 |
| 1994-01-01 | 194.259748785979 |
| 1994-02-01 | 194.510740057263 |
| 1994-03-01 | 194.726240520332 |
| 1994-04-01 | 196.938789386057 |
| 1994-05-01 | 197.144769583474 |
| 1994-06-01 | 198.079173219123 |
| 1994-07-01 | 198.170639002598 |
| 1994-08-01 | 198.920139278187 |
| 1994-09-01 | 199.657976378536 |
| 1994-10-01 | 200.782660400596 |
| 1994-11-01 | 201.855539446050 |
| 1994-12-01 | 202.434669724564 |
| 1995-01-01 | 202.857276072257 |
| 1995-02-01 | 203.862622690176 |
| 1995-03-01 | 204.760193478111 |
| 1995-04-01 | 206.277969463852 |
| 1995-05-01 | 207.274496508806 |
| 1995-06-01 | 208.035075076382 |
| 1995-07-01 | 209.630980674361 |
| 1995-08-01 | 210.259657024090 |
| 1995-09-01 | 211.665914569005 |
| 1995-10-01 | 212.230558823069 |
| 1995-11-01 | 213.083789285643 |
| 1995-12-01 | 213.752589243899 |
| 1996-01-01 | 213.922922398824 |
| 1996-02-01 | 214.614383325784 |
| 1996-03-01 | 215.418674609097 |
| 1996-04-01 | 215.187676186144 |
| 1996-05-01 | 216.321927192749 |
| 1996-06-01 | 216.873465828517 |
| 1996-07-01 | 216.388461439371 |
| 1996-08-01 | 217.546828862507 |
| 1996-09-01 | 218.374173795131 |
| 1996-10-01 | 220.034882244142 |
| 1996-11-01 | 221.267867127636 |
| 1996-12-01 | 221.834748595994 |
| 1997-01-01 | 224.600756887039 |
| 1997-02-01 | 225.627345243011 |
| 1997-03-01 | 226.789500445355 |
| 1997-04-01 | 226.698376007945 |
| 1997-05-01 | 228.752903382029 |
| 1997-06-01 | 229.704974526370 |
| 1997-07-01 | 231.275605185614 |
| 1997-08-01 | 232.109470532246 |
| 1997-09-01 | 233.832612450692 |
| 1997-10-01 | 232.499856494187 |
| 1997-11-01 | 232.593089535593 |
| 1997-12-01 | 232.864923614224 |
| 1998-01-01 | 233.102735376662 |
| 1998-02-01 | 233.274237847767 |
| 1998-03-01 | 232.760148821630 |
| 1998-04-01 | 234.590961913810 |
| 1998-05-01 | 234.930054910217 |
| 1998-06-01 | 235.381272622376 |
| 1998-07-01 | 234.964637219059 |
| 1998-08-01 | 235.451539766085 |
| 1998-09-01 | 235.991207317629 |
| 1998-10-01 | 235.413798265298 |
| 1998-11-01 | 237.031441588561 |
| 1998-12-01 | 237.448529921470 |
| 1999-01-01 | 237.124951825962 |
| 1999-02-01 | 237.588896474010 |
| 1999-03-01 | 237.547028224332 |
| 1999-04-01 | 237.721737349319 |
| 1999-05-01 | 237.139881760338 |
| 1999-06-01 | 237.732330840372 |
| 1999-07-01 | 238.357238844723 |
| 1999-08-01 | 239.232228017124 |
| 1999-09-01 | 239.475587671280 |
| 1999-10-01 | 240.511752880047 |
| 1999-11-01 | 240.858749846436 |
| 1999-12-01 | 241.393779198393 |
| 2000-01-01 | 241.265014676520 |
| 2000-02-01 | 240.647834433985 |
| 2000-03-01 | 242.029893669485 |
| 2000-04-01 | 242.193314411591 |
| 2000-05-01 | 243.047388697914 |
| 2000-06-01 | 243.291432608186 |
| 2000-07-01 | 243.506052198926 |
| 2000-08-01 | 243.735673743461 |
| 2000-09-01 | 245.029652918054 |
| 2000-10-01 | 245.098162737079 |
| 2000-11-01 | 245.491867108827 |
| 2000-12-01 | 246.352723958070 |
| 2001-01-01 | 248.039305505131 |
| 2001-02-01 | 248.722442071319 |
| 2001-03-01 | 249.793780791234 |
| 2001-04-01 | 250.665025358005 |
| 2001-05-01 | 251.703762771124 |
| 2001-06-01 | 254.673353814767 |
| 2001-07-01 | 254.657860253512 |
| 2001-08-01 | 255.117023712721 |
| 2001-09-01 | 255.159052478796 |
| 2001-10-01 | 255.447411157458 |
| 2001-11-01 | 256.092307705198 |
| 2001-12-01 | 257.049243824040 |
| 2002-01-01 | 258.608094347287 |
| 2002-02-01 | 258.941311795889 |
| 2002-03-01 | 259.393436394804 |
| 2002-04-01 | 260.281337725763 |
| 2002-05-01 | 261.544972661124 |
| 2002-06-01 | 261.798309532436 |
| 2002-07-01 | 261.003171091324 |
| 2002-08-01 | 262.993124779865 |
| 2002-09-01 | 263.562222670661 |
| 2002-10-01 | 263.178187592807 |
| 2002-11-01 | 264.697564780143 |
| 2002-12-01 | 265.846298477929 |
| 2003-01-01 | 268.954723031631 |
| 2003-02-01 | 268.306479554837 |
| 2003-03-01 | 268.738672487830 |
| 2003-04-01 | 268.825604229643 |
| 2003-05-01 | 269.252966787512 |
| 2003-06-01 | 268.930229742064 |
| 2003-07-01 | 269.783378356618 |
| 2003-08-01 | 270.073825885374 |
| 2003-09-01 | 270.409926212015 |
| 2003-10-01 | 272.018236822555 |
| 2003-11-01 | 272.353492264353 |
| 2003-12-01 | 271.578856565763 |
| 2004-01-01 | 271.378376659106 |
| 2004-02-01 | 272.417116415037 |
| 2004-03-01 | 273.048313865268 |
| 2004-04-01 | 273.621393665699 |
| 2004-05-01 | 273.746106806441 |
| 2004-06-01 | 272.558788150923 |
| 2004-07-01 | 274.427758301701 |
| 2004-08-01 | 274.515489927862 |
| 2004-09-01 | 275.701084044613 |
| 2004-10-01 | 280.565346666089 |
| 2004-11-01 | 280.895062640067 |
| 2004-12-01 | 282.898204189501 |
| 2005-01-01 | 280.774750503500 |
| 2005-02-01 | 281.071959035506 |
| 2005-03-01 | 281.828996336536 |
| 2005-04-01 | 284.345240473102 |
| 2005-05-01 | 284.871409156305 |
| 2005-06-01 | 285.818400386919 |
| 2005-07-01 | 289.268584617011 |
| 2005-08-01 | 288.669047253490 |
| 2005-09-01 | 289.360112358834 |
| 2005-10-01 | 291.364352741607 |
| 2005-11-01 | 291.944205585463 |
| 2005-12-01 | 293.304543690228 |
| 2006-01-01 | 296.528473266314 |
| 2006-02-01 | 295.646763110364 |
| 2006-03-01 | 295.693714179555 |
| 2006-04-01 | 296.089609951679 |
| 2006-05-01 | 296.721370278045 |
| 2006-06-01 | 299.337200028625 |
| 2006-07-01 | 298.933819696263 |
| 2006-08-01 | 302.120843845861 |
| 2006-09-01 | 303.508273427595 |
| 2006-10-01 | 304.227742715412 |
| 2006-11-01 | 305.601641273562 |
| 2006-12-01 | 308.649423384879 |
| 2007-01-01 | 307.307700778842 |
| 2007-02-01 | 309.620516615186 |
| 2007-03-01 | 311.771396100648 |
| 2007-04-01 | 312.460725237510 |
| 2007-05-01 | 313.656528553220 |
| 2007-06-01 | 315.098184982167 |
| 2007-07-01 | 315.032057997556 |
| 2007-08-01 | 316.794845458637 |
| 2007-09-01 | 317.879151772561 |
| 2007-10-01 | 318.571492396450 |
| 2007-11-01 | 320.359342230817 |
| 2007-12-01 | 321.081429172085 |
| 2008-01-01 | 323.072519320805 |
| 2008-02-01 | 325.230766716508 |
| 2008-03-01 | 325.047444946204 |
| 2008-04-01 | 325.263844427036 |
| 2008-05-01 | 327.543486570663 |
| 2008-06-01 | 327.048613706101 |
| 2008-07-01 | 328.285132740275 |
| 2008-08-01 | 329.016821770692 |
| 2008-09-01 | 329.942217765483 |
| 2008-10-01 | 330.194124187363 |
| 2008-11-01 | 331.840150529932 |
| 2008-12-01 | 334.089285559228 |
| 2009-01-01 | 335.369485919247 |
| 2009-02-01 | 335.541357581706 |
| 2009-03-01 | 337.333764700514 |
| 2009-04-01 | 338.734655069365 |
| 2009-05-01 | 340.256403902352 |
| 2009-06-01 | 341.431850627370 |
| 2009-07-01 | 344.176060333176 |
| 2009-08-01 | 344.842529612949 |
| 2009-09-01 | 346.433110683601 |
| 2009-10-01 | 348.788491281422 |
| 2009-11-01 | 349.279728988632 |
| 2009-12-01 | 350.290819804025 |
| 2010-01-01 | 349.373562556358 |
| 2010-02-01 | 349.754834777284 |
| 2010-03-01 | 352.098484934112 |
| 2010-04-01 | 353.889631313294 |
| 2010-05-01 | 354.738780058498 |
| 2010-06-01 | 355.575658814273 |
| 2010-07-01 | 355.867479272127 |
| 2010-08-01 | 356.615913692608 |
| 2010-09-01 | 357.221850197539 |
| 2010-10-01 | 359.298900427422 |
| 2010-11-01 | 359.774578592345 |
| 2010-12-01 | 360.852469746833 |
| 2011-01-01 | 362.494552574137 |
| 2011-02-01 | 360.907386026891 |
| 2011-03-01 | 363.641540112500 |
| 2011-04-01 | 365.209661206803 |
| 2011-05-01 | 366.418052559771 |
| 2011-06-01 | 368.196510212370 |
| 2011-07-01 | 369.294930515345 |
| 2011-08-01 | 369.492624400986 |
| 2011-09-01 | 371.942989999619 |
| 2011-10-01 | 370.845771576842 |
| 2011-11-01 | 371.581183707157 |
| 2011-12-01 | 372.956058388958 |
| 2012-01-01 | 374.116362551870 |
| 2012-02-01 | 374.920147555267 |
| 2012-03-01 | 376.157721046904 |
| 2012-04-01 | 375.176120894345 |
| 2012-05-01 | 374.997803849863 |
| 2012-06-01 | 375.846788669672 |
| 2012-07-01 | 376.098472196487 |
| 2012-08-01 | 377.041883395926 |
| 2012-09-01 | 377.653593822994 |
| 2012-10-01 | 377.500393236156 |
| 2012-11-01 | 378.066423976954 |
| 2012-12-01 | 378.900894313636 |
| 2013-01-01 | 378.302076544830 |
| 2013-02-01 | 380.097389751355 |
| 2013-03-01 | 380.681918456676 |
| 2013-04-01 | 382.748727657890 |
| 2013-05-01 | 383.424099104030 |
| 2013-06-01 | 383.922565870305 |
| 2013-07-01 | 384.486856098843 |
| 2013-08-01 | 386.294526679051 |
| 2013-09-01 | 387.520648039638 |
| 2013-10-01 | 388.379658792088 |
| 2013-11-01 | 389.889695066842 |
| 2013-12-01 | 389.778879078787 |
| 2014-01-01 | 391.410020319113 |
| 2014-02-01 | 392.291935407971 |
| 2014-03-01 | 393.329892239275 |
| 2014-04-01 | 393.379585287881 |
| 2014-05-01 | 394.517652709442 |
| 2014-06-01 | 396.008417210505 |
| 2014-07-01 | 396.086522794540 |
| 2014-08-01 | 398.426894410435 |
| 2014-09-01 | 399.417218040875 |
| 2014-10-01 | 401.506708437156 |
| 2014-11-01 | 403.137099182736 |
| 2014-12-01 | 404.463639568371 |
| 2015-01-01 | 404.562429418150 |
| 2015-02-01 | 405.635781687425 |
| 2015-03-01 | 406.027135244891 |
| 2015-04-01 | 409.555260264348 |
| 2015-05-01 | 411.878072827036 |
| 2015-06-01 | 413.298427391176 |
| 2015-07-01 | 415.196726701424 |
| 2015-08-01 | 415.887241255665 |
| 2015-09-01 | 415.572986879640 |
| 2015-10-01 | 417.817635065712 |
| 2015-11-01 | 419.133553393002 |
| 2015-12-01 | 420.066913312222 |
| 2016-01-01 | 421.528280975996 |
| 2016-02-01 | 422.387166586344 |
| 2016-03-01 | 422.986817418100 |
| 2016-04-01 | 423.725577392868 |
| 2016-05-01 | 424.908506102254 |
| 2016-06-01 | 424.583315777051 |
| 2016-07-01 | 426.693761778626 |
| 2016-08-01 | 427.657118454775 |
| 2016-09-01 | 429.483406408520 |
| 2016-10-01 | 429.858331672265 |
| 2016-11-01 | 430.504237988012 |
| 2016-12-01 | 430.929832744189 |
| 2017-01-01 | 434.792891494097 |
| 2017-02-01 | 436.186621353001 |
| 2017-03-01 | 437.536651190858 |
| 2017-04-01 | 438.523783436529 |
| 2017-05-01 | 438.643213148180 |
| 2017-06-01 | 441.146996523234 |
| 2017-07-01 | 438.694421232280 |
| 2017-08-01 | 439.799200029971 |
| 2017-09-01 | 441.036598351940 |
| 2017-10-01 | 441.211613894843 |
| 2017-11-01 | 442.059885870852 |
| 2017-12-01 | 442.896673258941 |
| 2018-01-01 | 443.799374965958 |
| 2018-02-01 | 444.402212229522 |
| 2018-03-01 | 445.478681784116 |
| 2018-04-01 | 445.227778980132 |
| 2018-05-01 | 446.139207715089 |
| 2018-06-01 | 448.647729010273 |
| 2018-07-01 | 449.340898649946 |
| 2018-08-01 | 450.496353012743 |
| 2018-09-01 | 450.909265728759 |
| 2018-10-01 | 451.295214472518 |
| 2018-11-01 | 451.902805335758 |
| 2018-12-01 | 453.622453113690 |
| 2019-01-01 | 453.601389616713 |
| 2019-02-01 | 455.401088392296 |
| 2019-03-01 | 456.911516633223 |
| 2019-04-01 | 457.321063841712 |
| 2019-05-01 | 459.078152287935 |
| 2019-06-01 | 459.730261385923 |
| 2019-07-01 | 459.905171521868 |
| 2019-08-01 | 461.724124465227 |
| 2019-09-01 | 461.962905411402 |
| 2019-10-01 | 462.586943425992 |
| 2019-11-01 | 463.633244865050 |
| 2019-12-01 | 463.883111560707 |
| 2020-01-01 | 466.314876685642 |
| 2020-02-01 | 467.552520518738 |
| 2020-03-01 | 467.014058198783 |
| 2020-04-01 | 410.478893495553 |
| 2020-05-01 | 426.401211815445 |
| 2020-06-01 | 435.733869674422 |
| 2020-07-01 | 437.682021146615 |
| 2020-08-01 | 439.181274442654 |
| 2020-09-01 | 441.231799320122 |
| 2020-10-01 | 446.157282444208 |
| 2020-11-01 | 447.619109907671 |
| 2020-12-01 | 450.076362633204 |
| 2021-01-01 | 451.360447626056 |
| 2021-02-01 | 449.015409186565 |
| 2021-03-01 | 452.861434604161 |
| 2021-04-01 | 453.808960379491 |
| 2021-05-01 | 453.500117411193 |
| 2021-06-01 | 454.802634060526 |
| 2021-07-01 | 457.542436102500 |
| 2021-08-01 | 457.402078745179 |
| 2021-09-01 | 455.939123631172 |
| 2021-10-01 | 459.749837668052 |
| 2021-11-01 | 460.208525638713 |
| 2021-12-01 | 462.129556356701 |
| 2022-01-01 | 461.036043371163 |
| 2022-02-01 | 462.095839105656 |
| 2022-03-01 | 464.065347709186 |
| 2022-04-01 | 469.341714147960 |
| 2022-05-01 | 470.554125586185 |
| 2022-06-01 | 470.427123422558 |
| 2022-07-01 | 475.541030558198 |
| 2022-08-01 | 477.670158102278 |
| 2022-09-01 | 480.194685765693 |
| 2022-10-01 | 482.659197684626 |
| 2022-11-01 | 485.385773598741 |
| 2022-12-01 | 485.337427689301 |
| 2023-01-01 | 490.111890770795 |
| 2023-02-01 | 492.114120659616 |
| 2023-03-01 | 495.369338303278 |
| 2023-04-01 | 497.484775290698 |
| 2023-05-01 | 499.670493040314 |
| 2023-06-01 | 501.387294734093 |
| 2023-07-01 | 500.895148593847 |
| 2023-08-01 | 502.296398616107 |
| 2023-09-01 | 503.606678104438 |
| 2023-10-01 | 505.062660077485 |
| 2023-11-01 | 505.962027271127 |
| 2023-12-01 | 507.100575009346 |
| 2024-01-01 | 507.045976159617 |
| 2024-02-01 | 508.914042067457 |
| 2024-03-01 | 508.664311084513 |
| 2024-04-01 | 509.938911063879 |
| 2024-05-01 | 510.028923854079 |
| 2024-06-01 | 508.344450992577 |
| 2024-07-01 | 509.223288540768 |
| 2024-08-01 | 511.168334689021 |
| 2024-09-01 | 512.171490601837 |
| 2024-10-01 | 512.492746701048 |
| 2024-11-01 | 513.568583693437 |
| 2024-12-01 | 512.957675117859 |
| 2025-01-01 | 517.447948069455 |
| 2025-02-01 | 518.860785755951 |
| 2025-03-01 | 520.267037874885 |
| 2025-04-01 | 519.289698476848 |
| 2025-05-01 | 519.974976181283 |
| 2025-06-01 | 528.654130887895 |
| 2025-07-01 | 527.267195371821 |
| 2025-08-01 | 527.693458687954 |
| 2025-09-01 | 528.517363566626 |
| 2025-10-01 | 527.757797591052 |
| 2025-11-01 | 529.275372254439 |
| 2025-12-01 | 529.630942810368 |