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 2026-01-01 |
| Last Updated | 2026-04-10 4:40 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 | 162.410548163015 |
| 1990-02-01 | 164.478127432963 |
| 1990-03-01 | 165.217884506919 |
| 1990-04-01 | 165.519026605308 |
| 1990-05-01 | 167.042232664780 |
| 1990-06-01 | 167.763185788283 |
| 1990-07-01 | 169.187532068238 |
| 1990-08-01 | 170.646374787681 |
| 1990-09-01 | 171.043516318290 |
| 1990-10-01 | 172.033212874059 |
| 1990-11-01 | 173.234861966502 |
| 1990-12-01 | 173.510560739203 |
| 1991-01-01 | 173.622659134059 |
| 1991-02-01 | 174.239279697333 |
| 1991-03-01 | 175.432967582802 |
| 1991-04-01 | 176.735175117494 |
| 1991-05-01 | 177.571728605146 |
| 1991-06-01 | 177.460810607315 |
| 1991-07-01 | 178.940602752048 |
| 1991-08-01 | 179.358788523377 |
| 1991-09-01 | 179.899703285602 |
| 1991-10-01 | 180.080051113244 |
| 1991-11-01 | 180.589915211573 |
| 1991-12-01 | 181.163582613232 |
| 1992-01-01 | 182.146449951865 |
| 1992-02-01 | 183.017855135970 |
| 1992-03-01 | 183.133324000289 |
| 1992-04-01 | 183.914729566358 |
| 1992-05-01 | 184.094481861034 |
| 1992-06-01 | 184.622798582357 |
| 1992-07-01 | 184.913466462478 |
| 1992-08-01 | 185.833283375728 |
| 1992-09-01 | 186.450352959144 |
| 1992-10-01 | 187.552344865378 |
| 1992-11-01 | 187.875759764550 |
| 1992-12-01 | 188.820244664523 |
| 1993-01-01 | 189.325409133733 |
| 1993-02-01 | 189.467815885442 |
| 1993-03-01 | 190.099736121492 |
| 1993-04-01 | 189.205177883888 |
| 1993-05-01 | 189.576554085776 |
| 1993-06-01 | 190.433750375932 |
| 1993-07-01 | 191.257037831521 |
| 1993-08-01 | 191.536481741798 |
| 1993-09-01 | 192.923369849320 |
| 1993-10-01 | 191.465164934563 |
| 1993-11-01 | 192.374202655643 |
| 1993-12-01 | 192.986390094540 |
| 1994-01-01 | 194.259749761467 |
| 1994-02-01 | 194.510742526633 |
| 1994-03-01 | 194.726241912033 |
| 1994-04-01 | 196.938794848584 |
| 1994-05-01 | 197.144763347610 |
| 1994-06-01 | 198.079164710867 |
| 1994-07-01 | 198.170630944310 |
| 1994-08-01 | 198.920138554939 |
| 1994-09-01 | 199.657979944035 |
| 1994-10-01 | 200.782667495375 |
| 1994-11-01 | 201.855546752790 |
| 1994-12-01 | 202.434675103616 |
| 1995-01-01 | 202.857277709431 |
| 1995-02-01 | 203.862624351983 |
| 1995-03-01 | 204.760205899913 |
| 1995-04-01 | 206.277964733410 |
| 1995-05-01 | 207.274473799349 |
| 1995-06-01 | 208.035053862598 |
| 1995-07-01 | 209.630963767351 |
| 1995-08-01 | 210.259649493379 |
| 1995-09-01 | 211.665907474621 |
| 1995-10-01 | 212.230633002847 |
| 1995-11-01 | 213.083791442152 |
| 1995-12-01 | 213.752597256102 |
| 1996-01-01 | 213.922925012540 |
| 1996-02-01 | 214.614389444265 |
| 1996-03-01 | 215.418710429577 |
| 1996-04-01 | 215.187678811252 |
| 1996-05-01 | 216.321799526941 |
| 1996-06-01 | 216.873444920247 |
| 1996-07-01 | 216.388439007066 |
| 1996-08-01 | 217.546814800170 |
| 1996-09-01 | 218.374161858230 |
| 1996-10-01 | 220.035040682437 |
| 1996-11-01 | 221.267875898717 |
| 1996-12-01 | 221.834778401933 |
| 1997-01-01 | 224.600794430395 |
| 1997-02-01 | 225.627332604974 |
| 1997-03-01 | 226.789579587074 |
| 1997-04-01 | 226.698366063324 |
| 1997-05-01 | 228.752608533285 |
| 1997-06-01 | 229.704881305506 |
| 1997-07-01 | 231.275527088348 |
| 1997-08-01 | 232.109460602560 |
| 1997-09-01 | 233.832669446836 |
| 1997-10-01 | 232.500204858379 |
| 1997-11-01 | 232.593168723913 |
| 1997-12-01 | 232.864999916744 |
| 1998-01-01 | 233.102799157000 |
| 1998-02-01 | 233.274168989931 |
| 1998-03-01 | 232.760227013354 |
| 1998-04-01 | 234.590930724990 |
| 1998-05-01 | 234.929609806703 |
| 1998-06-01 | 235.380749737194 |
| 1998-07-01 | 234.964511619852 |
| 1998-08-01 | 235.451594186651 |
| 1998-09-01 | 235.991458714171 |
| 1998-10-01 | 235.414400505426 |
| 1998-11-01 | 237.031721521422 |
| 1998-12-01 | 237.448712976544 |
| 1999-01-01 | 237.125090013436 |
| 1999-02-01 | 237.588910781798 |
| 1999-03-01 | 237.547367104565 |
| 1999-04-01 | 237.721765476425 |
| 1999-05-01 | 237.139172433910 |
| 1999-06-01 | 237.730847939114 |
| 1999-07-01 | 238.356594287543 |
| 1999-08-01 | 239.231243572536 |
| 1999-09-01 | 239.475004259111 |
| 1999-10-01 | 240.515231287079 |
| 1999-11-01 | 240.859169200717 |
| 1999-12-01 | 241.394453202957 |
| 2000-01-01 | 241.265598404162 |
| 2000-02-01 | 240.648463787175 |
| 2000-03-01 | 242.030671562510 |
| 2000-04-01 | 242.193433096151 |
| 2000-05-01 | 243.046172260266 |
| 2000-06-01 | 243.288079226532 |
| 2000-07-01 | 243.503502471390 |
| 2000-08-01 | 243.732359863632 |
| 2000-09-01 | 245.027719576969 |
| 2000-10-01 | 245.105096718884 |
| 2000-11-01 | 245.493740245850 |
| 2000-12-01 | 246.355294515235 |
| 2001-01-01 | 248.041296569290 |
| 2001-02-01 | 248.724248494487 |
| 2001-03-01 | 249.795568147466 |
| 2001-04-01 | 250.665368995489 |
| 2001-05-01 | 251.701442926102 |
| 2001-06-01 | 254.667550913142 |
| 2001-07-01 | 254.652166119359 |
| 2001-08-01 | 255.107901808249 |
| 2001-09-01 | 255.148216957440 |
| 2001-10-01 | 255.465550253039 |
| 2001-11-01 | 256.099048086803 |
| 2001-12-01 | 257.054894545459 |
| 2002-01-01 | 258.612184336296 |
| 2002-02-01 | 258.944706497460 |
| 2002-03-01 | 259.395582519328 |
| 2002-04-01 | 260.280994097048 |
| 2002-05-01 | 261.540894587053 |
| 2002-06-01 | 261.789270048576 |
| 2002-07-01 | 260.994781074703 |
| 2002-08-01 | 262.977564329462 |
| 2002-09-01 | 263.542333287736 |
| 2002-10-01 | 263.205678549010 |
| 2002-11-01 | 264.710876723592 |
| 2002-12-01 | 265.856307896886 |
| 2003-01-01 | 268.961066985311 |
| 2003-02-01 | 268.311358178217 |
| 2003-03-01 | 268.740939364619 |
| 2003-04-01 | 268.824059605708 |
| 2003-05-01 | 269.246486534454 |
| 2003-06-01 | 268.917980708355 |
| 2003-07-01 | 269.775228626375 |
| 2003-08-01 | 270.051623502213 |
| 2003-09-01 | 270.380398120779 |
| 2003-10-01 | 272.055211137617 |
| 2003-11-01 | 272.372756571417 |
| 2003-12-01 | 271.592293147238 |
| 2004-01-01 | 271.385994067029 |
| 2004-02-01 | 272.422851633141 |
| 2004-03-01 | 273.049558020473 |
| 2004-04-01 | 273.618018002044 |
| 2004-05-01 | 273.737808268214 |
| 2004-06-01 | 272.544799804409 |
| 2004-07-01 | 274.421867649878 |
| 2004-08-01 | 274.491464878582 |
| 2004-09-01 | 275.670801158288 |
| 2004-10-01 | 280.600922114947 |
| 2004-11-01 | 280.916861263333 |
| 2004-12-01 | 282.913721940274 |
| 2005-01-01 | 280.782507160437 |
| 2005-02-01 | 281.078154610356 |
| 2005-03-01 | 281.829285004272 |
| 2005-04-01 | 284.340758909776 |
| 2005-05-01 | 284.861980332092 |
| 2005-06-01 | 285.804744178925 |
| 2005-07-01 | 289.266651913269 |
| 2005-08-01 | 288.645466874620 |
| 2005-09-01 | 289.329415938054 |
| 2005-10-01 | 291.397340758483 |
| 2005-11-01 | 291.965696367768 |
| 2005-12-01 | 293.318795204384 |
| 2006-01-01 | 296.534955533442 |
| 2006-02-01 | 295.652666231775 |
| 2006-03-01 | 295.692468143701 |
| 2006-04-01 | 296.084292609500 |
| 2006-05-01 | 296.712431311170 |
| 2006-06-01 | 299.325750820223 |
| 2006-07-01 | 298.935646740812 |
| 2006-08-01 | 302.103116411349 |
| 2006-09-01 | 303.486630270492 |
| 2006-10-01 | 304.248968800975 |
| 2006-11-01 | 305.618198026419 |
| 2006-12-01 | 308.660595946607 |
| 2007-01-01 | 307.311808789255 |
| 2007-02-01 | 309.625624305871 |
| 2007-03-01 | 311.769585484766 |
| 2007-04-01 | 312.455974952385 |
| 2007-05-01 | 313.648999631810 |
| 2007-06-01 | 315.090038094210 |
| 2007-07-01 | 315.037176965861 |
| 2007-08-01 | 316.783719185718 |
| 2007-09-01 | 317.866888266809 |
| 2007-10-01 | 318.582755323558 |
| 2007-11-01 | 320.368849123205 |
| 2007-12-01 | 321.087932791152 |
| 2008-01-01 | 323.074401666364 |
| 2008-02-01 | 325.234649772559 |
| 2008-03-01 | 325.045575370965 |
| 2008-04-01 | 325.260370051575 |
| 2008-05-01 | 327.538547459247 |
| 2008-06-01 | 327.044288028396 |
| 2008-07-01 | 328.289814938220 |
| 2008-08-01 | 329.012755704787 |
| 2008-09-01 | 329.940359926894 |
| 2008-10-01 | 330.195032527381 |
| 2008-11-01 | 331.842925717801 |
| 2008-12-01 | 334.091966310555 |
| 2009-01-01 | 335.369924706062 |
| 2009-02-01 | 335.544295025891 |
| 2009-03-01 | 337.332816103954 |
| 2009-04-01 | 338.733163319586 |
| 2009-05-01 | 340.253735742878 |
| 2009-06-01 | 341.430646292378 |
| 2009-07-01 | 344.178683968045 |
| 2009-08-01 | 344.841588159762 |
| 2009-09-01 | 346.432575490377 |
| 2009-10-01 | 348.788450693444 |
| 2009-11-01 | 349.280024175569 |
| 2009-12-01 | 350.291022725108 |
| 2010-01-01 | 349.373610538397 |
| 2010-02-01 | 349.756642326835 |
| 2010-03-01 | 352.098127878359 |
| 2010-04-01 | 353.889152852089 |
| 2010-05-01 | 354.737710175026 |
| 2010-06-01 | 355.575843017495 |
| 2010-07-01 | 355.867691754113 |
| 2010-08-01 | 356.616236150121 |
| 2010-09-01 | 357.221896814840 |
| 2010-10-01 | 359.298640403703 |
| 2010-11-01 | 359.774187810527 |
| 2010-12-01 | 360.852161993177 |
| 2011-01-01 | 362.494766755687 |
| 2011-02-01 | 360.908376643766 |
| 2011-03-01 | 363.641736139954 |
| 2011-04-01 | 365.209668059538 |
| 2011-05-01 | 366.417540109650 |
| 2011-06-01 | 368.196383228877 |
| 2011-07-01 | 369.294677466476 |
| 2011-08-01 | 369.492429982783 |
| 2011-09-01 | 371.942788854165 |
| 2011-10-01 | 370.845634292481 |
| 2011-11-01 | 371.581223592481 |
| 2011-12-01 | 372.956334101543 |
| 2012-01-01 | 374.117223365712 |
| 2012-02-01 | 374.920604094841 |
| 2012-03-01 | 376.158107872277 |
| 2012-04-01 | 375.176022677052 |
| 2012-05-01 | 374.997395039144 |
| 2012-06-01 | 375.846179995086 |
| 2012-07-01 | 376.097759516687 |
| 2012-08-01 | 377.041115477134 |
| 2012-09-01 | 377.653012708188 |
| 2012-10-01 | 377.500235159819 |
| 2012-11-01 | 378.067007310120 |
| 2012-12-01 | 378.902174930387 |
| 2013-01-01 | 378.303819827206 |
| 2013-02-01 | 380.098258876732 |
| 2013-03-01 | 380.682177541373 |
| 2013-04-01 | 382.748507058179 |
| 2013-05-01 | 383.423868694138 |
| 2013-06-01 | 383.919559712811 |
| 2013-07-01 | 384.486266541601 |
| 2013-08-01 | 386.293274121874 |
| 2013-09-01 | 387.519359334916 |
| 2013-10-01 | 388.378259858369 |
| 2013-11-01 | 389.891551916498 |
| 2013-12-01 | 389.781520087185 |
| 2014-01-01 | 391.417404800425 |
| 2014-02-01 | 392.291233373816 |
| 2014-03-01 | 393.329153845265 |
| 2014-04-01 | 393.378787042486 |
| 2014-05-01 | 394.516630257339 |
| 2014-06-01 | 396.001356956897 |
| 2014-07-01 | 396.088214946845 |
| 2014-08-01 | 398.423540202703 |
| 2014-09-01 | 399.414295569521 |
| 2014-10-01 | 401.504217773348 |
| 2014-11-01 | 403.141802780869 |
| 2014-12-01 | 404.469997274810 |
| 2015-01-01 | 404.578084022506 |
| 2015-02-01 | 405.634306686484 |
| 2015-03-01 | 406.023905189025 |
| 2015-04-01 | 409.551171885751 |
| 2015-05-01 | 411.873534567543 |
| 2015-06-01 | 413.285500990264 |
| 2015-07-01 | 415.200648097395 |
| 2015-08-01 | 415.881707242715 |
| 2015-09-01 | 415.568459897977 |
| 2015-10-01 | 417.814700788186 |
| 2015-11-01 | 419.143749806619 |
| 2015-12-01 | 420.081134067396 |
| 2016-01-01 | 421.556724069534 |
| 2016-02-01 | 422.386034817988 |
| 2016-03-01 | 422.977753047265 |
| 2016-04-01 | 423.711800392107 |
| 2016-05-01 | 424.894101792966 |
| 2016-06-01 | 424.564452433306 |
| 2016-07-01 | 426.700454733661 |
| 2016-08-01 | 427.651004540880 |
| 2016-09-01 | 429.478900370233 |
| 2016-10-01 | 429.857563017196 |
| 2016-11-01 | 430.520807245906 |
| 2016-12-01 | 430.955243001282 |
| 2017-01-01 | 434.837242400914 |
| 2017-02-01 | 436.205996662573 |
| 2017-03-01 | 437.503954058219 |
| 2017-04-01 | 438.488430349748 |
| 2017-05-01 | 438.592793699846 |
| 2017-06-01 | 441.134617127027 |
| 2017-07-01 | 438.710568835172 |
| 2017-08-01 | 439.805328134234 |
| 2017-09-01 | 441.045688869186 |
| 2017-10-01 | 441.196668044263 |
| 2017-11-01 | 442.087783039922 |
| 2017-12-01 | 442.933731590380 |
| 2018-01-01 | 443.856519898435 |
| 2018-02-01 | 444.443315362407 |
| 2018-03-01 | 445.416882588859 |
| 2018-04-01 | 445.163294182938 |
| 2018-05-01 | 446.043647125869 |
| 2018-06-01 | 448.640916501442 |
| 2018-07-01 | 449.393678568663 |
| 2018-08-01 | 450.511334867867 |
| 2018-09-01 | 450.945188987974 |
| 2018-10-01 | 451.269899762217 |
| 2018-11-01 | 451.952878214845 |
| 2018-12-01 | 453.616374115642 |
| 2019-01-01 | 453.675901352087 |
| 2019-02-01 | 455.482369665440 |
| 2019-03-01 | 456.840428293000 |
| 2019-04-01 | 457.159310020763 |
| 2019-05-01 | 458.954745183046 |
| 2019-06-01 | 459.770043183876 |
| 2019-07-01 | 459.999079707869 |
| 2019-08-01 | 461.755784264122 |
| 2019-09-01 | 462.034575775274 |
| 2019-10-01 | 462.550493485556 |
| 2019-11-01 | 463.700657226517 |
| 2019-12-01 | 463.788844445946 |
| 2020-01-01 | 466.403426333872 |
| 2020-02-01 | 467.656125497282 |
| 2020-03-01 | 466.943524385357 |
| 2020-04-01 | 410.248109061514 |
| 2020-05-01 | 426.286954116395 |
| 2020-06-01 | 435.827453534084 |
| 2020-07-01 | 437.827549014747 |
| 2020-08-01 | 439.243348376008 |
| 2020-09-01 | 441.331041660794 |
| 2020-10-01 | 446.118094874045 |
| 2020-11-01 | 447.670066225826 |
| 2020-12-01 | 449.875483274624 |
| 2021-01-01 | 451.444773365041 |
| 2021-02-01 | 449.122464676646 |
| 2021-03-01 | 452.799356200633 |
| 2021-04-01 | 453.441336497976 |
| 2021-05-01 | 453.389549082293 |
| 2021-06-01 | 454.955988024453 |
| 2021-07-01 | 457.798221882391 |
| 2021-08-01 | 457.579014984488 |
| 2021-09-01 | 456.119981807155 |
| 2021-10-01 | 459.639658324709 |
| 2021-11-01 | 460.163011335278 |
| 2021-12-01 | 461.825162662531 |
| 2022-01-01 | 461.130973856540 |
| 2022-02-01 | 462.159816560512 |
| 2022-03-01 | 464.056426699120 |
| 2022-04-01 | 468.792843469855 |
| 2022-05-01 | 470.375646337641 |
| 2022-06-01 | 470.667263184930 |
| 2022-07-01 | 476.081614741793 |
| 2022-08-01 | 478.017212498821 |
| 2022-09-01 | 480.461414965760 |
| 2022-10-01 | 482.414222690329 |
| 2022-11-01 | 485.209016342495 |
| 2022-12-01 | 484.940000369488 |
| 2023-01-01 | 490.171255705191 |
| 2023-02-01 | 492.113833930949 |
| 2023-03-01 | 495.445911068543 |
| 2023-04-01 | 496.665147207085 |
| 2023-05-01 | 499.349465128898 |
| 2023-06-01 | 501.823701996375 |
| 2023-07-01 | 501.793202603991 |
| 2023-08-01 | 502.873376355864 |
| 2023-09-01 | 503.969280180121 |
| 2023-10-01 | 504.660950592481 |
| 2023-11-01 | 505.599553407908 |
| 2023-12-01 | 506.618806681672 |
| 2024-01-01 | 507.063387485601 |
| 2024-02-01 | 508.825121392902 |
| 2024-03-01 | 508.826928168746 |
| 2024-04-01 | 509.794425202149 |
| 2024-05-01 | 510.702983273976 |
| 2024-06-01 | 511.000641499825 |
| 2024-07-01 | 511.694746636091 |
| 2024-08-01 | 513.543455622576 |
| 2024-09-01 | 514.977187077690 |
| 2024-10-01 | 517.027388676618 |
| 2024-11-01 | 518.808513774601 |
| 2024-12-01 | 519.820874809546 |
| 2025-01-01 | 520.718718351440 |
| 2025-02-01 | 522.312871755739 |
| 2025-03-01 | 522.879915858853 |
| 2025-04-01 | 524.484039456362 |
| 2025-05-01 | 525.042205454916 |
| 2025-06-01 | 522.556020733690 |
| 2025-07-01 | 524.483583372946 |
| 2025-08-01 | 525.463283444478 |
| 2025-09-01 | 526.204241134854 |
| 2025-10-01 | 523.430547680045 |
| 2025-11-01 | 525.426570020822 |
| 2025-12-01 | 525.296918275013 |
| 2026-01-01 | 527.447289806522 |