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 2026-09-01 |
| Last Updated | 2026-10-20 9:40 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 | 162.4105481632 |
| 1990-02-01 | 164.4781274326 |
| 1990-03-01 | 165.2178845100 |
| 1990-04-01 | 165.5190264958 |
| 1990-05-01 | 167.0422326449 |
| 1990-06-01 | 167.7631856841 |
| 1990-07-01 | 169.1875320699 |
| 1990-08-01 | 170.6463748838 |
| 1990-09-01 | 171.0435163234 |
| 1990-10-01 | 172.0332129012 |
| 1990-11-01 | 173.2348620371 |
| 1990-12-01 | 173.5105607790 |
| 1991-01-01 | 173.6226591427 |
| 1991-02-01 | 174.2392797234 |
| 1991-03-01 | 175.4329676073 |
| 1991-04-01 | 176.7351748530 |
| 1991-05-01 | 177.5717286252 |
| 1991-06-01 | 177.4608105328 |
| 1991-07-01 | 178.9406027621 |
| 1991-08-01 | 179.3587886175 |
| 1991-09-01 | 179.8997032983 |
| 1991-10-01 | 180.0800511493 |
| 1991-11-01 | 180.5899152893 |
| 1991-12-01 | 181.1635826643 |
| 1992-01-01 | 182.1464499813 |
| 1992-02-01 | 183.0178551856 |
| 1992-03-01 | 183.1333240274 |
| 1992-04-01 | 183.9147291321 |
| 1992-05-01 | 184.0944819045 |
| 1992-06-01 | 184.6227985382 |
| 1992-07-01 | 184.9134664932 |
| 1992-08-01 | 185.8332834630 |
| 1992-09-01 | 186.4503530002 |
| 1992-10-01 | 187.5523449327 |
| 1992-11-01 | 187.8757598676 |
| 1992-12-01 | 188.8202447374 |
| 1993-01-01 | 189.3254091468 |
| 1993-02-01 | 189.4678158881 |
| 1993-03-01 | 190.0997360794 |
| 1993-04-01 | 189.2051772555 |
| 1993-05-01 | 189.5765542072 |
| 1993-06-01 | 190.4337505267 |
| 1993-07-01 | 191.2570381047 |
| 1993-08-01 | 191.5364818737 |
| 1993-09-01 | 192.9233698541 |
| 1993-10-01 | 191.4651648735 |
| 1993-11-01 | 192.3742026042 |
| 1993-12-01 | 192.9863899820 |
| 1994-01-01 | 194.2597496830 |
| 1994-02-01 | 194.5107422665 |
| 1994-03-01 | 194.7262417709 |
| 1994-04-01 | 196.9387943236 |
| 1994-05-01 | 197.1447640043 |
| 1994-06-01 | 198.0791656045 |
| 1994-07-01 | 198.1706317984 |
| 1994-08-01 | 198.9201386220 |
| 1994-09-01 | 199.6579795429 |
| 1994-10-01 | 200.7826667218 |
| 1994-11-01 | 201.8555459552 |
| 1994-12-01 | 202.4346745096 |
| 1995-01-01 | 202.8572775702 |
| 1995-02-01 | 203.8626241506 |
| 1995-03-01 | 204.7602046770 |
| 1995-04-01 | 206.2779652896 |
| 1995-05-01 | 207.2744761831 |
| 1995-06-01 | 208.0350560894 |
| 1995-07-01 | 209.6309655567 |
| 1995-08-01 | 210.2596502735 |
| 1995-09-01 | 211.6659081857 |
| 1995-10-01 | 212.2306251121 |
| 1995-11-01 | 213.0837911885 |
| 1995-12-01 | 213.7525963794 |
| 1996-01-01 | 213.9229247871 |
| 1996-02-01 | 214.6143887595 |
| 1996-03-01 | 215.4187068418 |
| 1996-04-01 | 215.1876785855 |
| 1996-05-01 | 216.3218129563 |
| 1996-06-01 | 216.8734470793 |
| 1996-07-01 | 216.3884413607 |
| 1996-08-01 | 217.5468162876 |
| 1996-09-01 | 218.3741631086 |
| 1996-10-01 | 220.0350238738 |
| 1996-11-01 | 221.2678749341 |
| 1996-12-01 | 221.8347752166 |
| 1997-01-01 | 224.6007905122 |
| 1997-02-01 | 225.6273337276 |
| 1997-03-01 | 226.7895716884 |
| 1997-04-01 | 226.6983672766 |
| 1997-05-01 | 228.7526396250 |
| 1997-06-01 | 229.7048909559 |
| 1997-07-01 | 231.2755351320 |
| 1997-08-01 | 232.1094615917 |
| 1997-09-01 | 233.8326635528 |
| 1997-10-01 | 232.5001681612 |
| 1997-11-01 | 232.5931603826 |
| 1997-12-01 | 232.8649917702 |
| 1998-01-01 | 233.1027923075 |
| 1998-02-01 | 233.2741757029 |
| 1998-03-01 | 232.7602194702 |
| 1998-04-01 | 234.5909347063 |
| 1998-05-01 | 234.9296573026 |
| 1998-06-01 | 235.3808034765 |
| 1998-07-01 | 234.9645245133 |
| 1998-08-01 | 235.4515882155 |
| 1998-09-01 | 235.9914324414 |
| 1998-10-01 | 235.4143374771 |
| 1998-11-01 | 237.0316921901 |
| 1998-12-01 | 237.4486933890 |
| 1999-01-01 | 237.1250754358 |
| 1999-02-01 | 237.5889090293 |
| 1999-03-01 | 237.5473325822 |
| 1999-04-01 | 237.7217628696 |
| 1999-05-01 | 237.1392530365 |
| 1999-06-01 | 237.7309993954 |
| 1999-07-01 | 238.3566568319 |
| 1999-08-01 | 239.2313444560 |
| 1999-09-01 | 239.4750640708 |
| 1999-10-01 | 240.5148705293 |
| 1999-11-01 | 240.8591259460 |
| 1999-12-01 | 241.3943835939 |
| 2000-01-01 | 241.2655384603 |
| 2000-02-01 | 240.6483993039 |
| 2000-03-01 | 242.0305920962 |
| 2000-04-01 | 242.1934208873 |
| 2000-05-01 | 243.0463110464 |
| 2000-06-01 | 243.2884213014 |
| 2000-07-01 | 243.5037560315 |
| 2000-08-01 | 243.7326993193 |
| 2000-09-01 | 245.0279179127 |
| 2000-10-01 | 245.1043789602 |
| 2000-11-01 | 245.4935485204 |
| 2000-12-01 | 246.3550313136 |
| 2001-01-01 | 248.0410933955 |
| 2001-02-01 | 248.7240642059 |
| 2001-03-01 | 249.7953857659 |
| 2001-04-01 | 250.6653339313 |
| 2001-05-01 | 251.7017016062 |
| 2001-06-01 | 254.6681394216 |
| 2001-07-01 | 254.6527373927 |
| 2001-08-01 | 255.1088358411 |
| 2001-09-01 | 255.1493265103 |
| 2001-10-01 | 255.4636824186 |
| 2001-11-01 | 256.0983592367 |
| 2001-12-01 | 257.0543175214 |
| 2002-01-01 | 258.6117675285 |
| 2002-02-01 | 258.9443607649 |
| 2002-03-01 | 259.3953650118 |
| 2002-04-01 | 260.2810309551 |
| 2002-05-01 | 261.5413343289 |
| 2002-06-01 | 261.7901850374 |
| 2002-07-01 | 260.9956267374 |
| 2002-08-01 | 262.9791558228 |
| 2002-09-01 | 263.5443683986 |
| 2002-10-01 | 263.2028541342 |
| 2002-11-01 | 264.7095161894 |
| 2002-12-01 | 265.8552857550 |
| 2003-01-01 | 268.9604212621 |
| 2003-02-01 | 268.3108624400 |
| 2003-03-01 | 268.7407106333 |
| 2003-04-01 | 268.8242204051 |
| 2003-05-01 | 269.2471739945 |
| 2003-06-01 | 268.9192223284 |
| 2003-07-01 | 269.7760363308 |
| 2003-08-01 | 270.0538972887 |
| 2003-09-01 | 270.3834211758 |
| 2003-10-01 | 272.0514172598 |
| 2003-11-01 | 272.3707884595 |
| 2003-12-01 | 271.5909226043 |
| 2004-01-01 | 271.3852188012 |
| 2004-02-01 | 272.4222695902 |
| 2004-03-01 | 273.0494355100 |
| 2004-04-01 | 273.6183678152 |
| 2004-05-01 | 273.7386764030 |
| 2004-06-01 | 272.5462214084 |
| 2004-07-01 | 274.4224332838 |
| 2004-08-01 | 274.4939264695 |
| 2004-09-01 | 275.6739024127 |
| 2004-10-01 | 280.5972765003 |
| 2004-11-01 | 280.9146347494 |
| 2004-12-01 | 282.9121399071 |
| 2005-01-01 | 280.7817180196 |
| 2005-02-01 | 281.0775263336 |
| 2005-03-01 | 281.8292609758 |
| 2005-04-01 | 284.3412230705 |
| 2005-05-01 | 284.8629596343 |
| 2005-06-01 | 285.8061343234 |
| 2005-07-01 | 289.2668006021 |
| 2005-08-01 | 288.6478853086 |
| 2005-09-01 | 289.3325609337 |
| 2005-10-01 | 291.3939652426 |
| 2005-11-01 | 291.9635022729 |
| 2005-12-01 | 293.3173441329 |
| 2006-01-01 | 296.5342960454 |
| 2006-02-01 | 295.6520676519 |
| 2006-03-01 | 295.6926013886 |
| 2006-04-01 | 296.0848426879 |
| 2006-05-01 | 296.7133534144 |
| 2006-06-01 | 299.3269188293 |
| 2006-07-01 | 298.9354112893 |
| 2006-08-01 | 302.1049350056 |
| 2006-09-01 | 303.4888486866 |
| 2006-10-01 | 304.2468015779 |
| 2006-11-01 | 305.6165085032 |
| 2006-12-01 | 308.6594589698 |
| 2007-01-01 | 307.3113916480 |
| 2007-02-01 | 309.6251066991 |
| 2007-03-01 | 311.7697754919 |
| 2007-04-01 | 312.4564657545 |
| 2007-05-01 | 313.6497775253 |
| 2007-06-01 | 315.0908729949 |
| 2007-07-01 | 315.0366020262 |
| 2007-08-01 | 316.7848639016 |
| 2007-09-01 | 317.8681478527 |
| 2007-10-01 | 318.5816069716 |
| 2007-11-01 | 320.3678796310 |
| 2007-12-01 | 321.0872722257 |
| 2008-01-01 | 323.0742109788 |
| 2008-02-01 | 325.2342576427 |
| 2008-03-01 | 325.0457718518 |
| 2008-04-01 | 325.2607300070 |
| 2008-05-01 | 327.5390583281 |
| 2008-06-01 | 327.0447333371 |
| 2008-07-01 | 328.2892968999 |
| 2008-08-01 | 329.0131754245 |
| 2008-09-01 | 329.9405523574 |
| 2008-10-01 | 330.1949407596 |
| 2008-11-01 | 331.8426426324 |
| 2008-12-01 | 334.0916935253 |
| 2009-01-01 | 335.3698783522 |
| 2009-02-01 | 335.5439946497 |
| 2009-03-01 | 337.3329377494 |
| 2009-04-01 | 338.7333153095 |
| 2009-05-01 | 340.2540107774 |
| 2009-06-01 | 341.4307698876 |
| 2009-07-01 | 344.1783928115 |
| 2009-08-01 | 344.8416851231 |
| 2009-09-01 | 346.4326287760 |
| 2009-10-01 | 348.7884518764 |
| 2009-11-01 | 349.2799903472 |
| 2009-12-01 | 350.2909984204 |
| 2010-01-01 | 349.3736008694 |
| 2010-02-01 | 349.7564540210 |
| 2010-03-01 | 352.0982126399 |
| 2010-04-01 | 353.8891978508 |
| 2010-05-01 | 354.7378184990 |
| 2010-06-01 | 355.5758222629 |
| 2010-07-01 | 355.8676643887 |
| 2010-08-01 | 356.6161985035 |
| 2010-09-01 | 357.2218826301 |
| 2010-10-01 | 359.2986553208 |
| 2010-11-01 | 359.7742166005 |
| 2010-12-01 | 360.8521857677 |
| 2011-01-01 | 362.4947421229 |
| 2011-02-01 | 360.9082770299 |
| 2011-03-01 | 363.6417974339 |
| 2011-04-01 | 365.2096600544 |
| 2011-05-01 | 366.4175801984 |
| 2011-06-01 | 368.1963817874 |
| 2011-07-01 | 369.2947194575 |
| 2011-08-01 | 369.4924438558 |
| 2011-09-01 | 371.9427909569 |
| 2011-10-01 | 370.8456123261 |
| 2011-11-01 | 371.5811783125 |
| 2011-12-01 | 372.9562820263 |
| 2012-01-01 | 374.1171412691 |
| 2012-02-01 | 374.9205986614 |
| 2012-03-01 | 376.1582692284 |
| 2012-04-01 | 375.1760404414 |
| 2012-05-01 | 374.9973845181 |
| 2012-06-01 | 375.8461566289 |
| 2012-07-01 | 376.0978219325 |
| 2012-08-01 | 377.0411753173 |
| 2012-09-01 | 377.6530345386 |
| 2012-10-01 | 377.5002053767 |
| 2012-11-01 | 378.0668596446 |
| 2012-12-01 | 378.9019969835 |
| 2013-01-01 | 378.3036896430 |
| 2013-02-01 | 380.0983031928 |
| 2013-03-01 | 380.6825598620 |
| 2013-04-01 | 382.7486552050 |
| 2013-05-01 | 383.4238945217 |
| 2013-06-01 | 383.9192276566 |
| 2013-07-01 | 384.4863237598 |
| 2013-08-01 | 386.2933783267 |
| 2013-09-01 | 387.5194946931 |
| 2013-10-01 | 388.3785157793 |
| 2013-11-01 | 389.8911025828 |
| 2013-12-01 | 389.7810069149 |
| 2014-01-01 | 391.4169114278 |
| 2014-02-01 | 392.2917175885 |
| 2014-03-01 | 393.3299073246 |
| 2014-04-01 | 393.3792157476 |
| 2014-05-01 | 394.5169728327 |
| 2014-06-01 | 396.0004892530 |
| 2014-07-01 | 396.0867708333 |
| 2014-08-01 | 398.4240640172 |
| 2014-09-01 | 399.4149054544 |
| 2014-10-01 | 401.5051469343 |
| 2014-11-01 | 403.1416700516 |
| 2014-12-01 | 404.4697260578 |
| 2015-01-01 | 404.5772651093 |
| 2015-02-01 | 405.6348355047 |
| 2015-03-01 | 406.0244196729 |
| 2015-04-01 | 409.5514282932 |
| 2015-05-01 | 411.8738397805 |
| 2015-06-01 | 413.2834110773 |
| 2015-07-01 | 415.1968327773 |
| 2015-08-01 | 415.8824629910 |
| 2015-09-01 | 415.5705517275 |
| 2015-10-01 | 417.8181494047 |
| 2015-11-01 | 419.1461949968 |
| 2015-12-01 | 420.0824673476 |
| 2016-01-01 | 421.5550808356 |
| 2016-02-01 | 422.3847480272 |
| 2016-03-01 | 422.9756544193 |
| 2016-04-01 | 423.7100007221 |
| 2016-05-01 | 424.8937525336 |
| 2016-06-01 | 424.5613648970 |
| 2016-07-01 | 426.6941097375 |
| 2016-08-01 | 427.6516611950 |
| 2016-09-01 | 429.4842534389 |
| 2016-10-01 | 429.8667554818 |
| 2016-11-01 | 430.5273938869 |
| 2016-12-01 | 430.9593782163 |
| 2017-01-01 | 434.8389729803 |
| 2017-02-01 | 436.2101419594 |
| 2017-03-01 | 437.4643984254 |
| 2017-04-01 | 438.4965378137 |
| 2017-05-01 | 438.6007723028 |
| 2017-06-01 | 441.1270942445 |
| 2017-07-01 | 438.7013500485 |
| 2017-08-01 | 439.8027695244 |
| 2017-09-01 | 441.0456571985 |
| 2017-10-01 | 441.2398471223 |
| 2017-11-01 | 442.0904348521 |
| 2017-12-01 | 442.9376770429 |
| 2018-01-01 | 443.8600508342 |
| 2018-02-01 | 444.4504319626 |
| 2018-03-01 | 445.3380730940 |
| 2018-04-01 | 445.1832872984 |
| 2018-05-01 | 446.0525305807 |
| 2018-06-01 | 448.6228665513 |
| 2018-07-01 | 449.4100659829 |
| 2018-08-01 | 450.4973186329 |
| 2018-09-01 | 450.9338159319 |
| 2018-10-01 | 451.3450902529 |
| 2018-11-01 | 451.9434976439 |
| 2018-12-01 | 453.6377945265 |
| 2019-01-01 | 453.6747872364 |
| 2019-02-01 | 455.4855959156 |
| 2019-03-01 | 456.7051806441 |
| 2019-04-01 | 457.2318731967 |
| 2019-05-01 | 458.9561886073 |
| 2019-06-01 | 459.7272098814 |
| 2019-07-01 | 460.0477665487 |
| 2019-08-01 | 461.7322036842 |
| 2019-09-01 | 462.0078122049 |
| 2019-10-01 | 462.6550149937 |
| 2019-11-01 | 463.6787044769 |
| 2019-12-01 | 463.8235959369 |
| 2020-01-01 | 466.3931312786 |
| 2020-02-01 | 467.6472091234 |
| 2020-03-01 | 466.7878664392 |
| 2020-04-01 | 410.3511685023 |
| 2020-05-01 | 426.2766464343 |
| 2020-06-01 | 435.7635803939 |
| 2020-07-01 | 437.9097492970 |
| 2020-08-01 | 439.2154835415 |
| 2020-09-01 | 441.2962547175 |
| 2020-10-01 | 446.2098408450 |
| 2020-11-01 | 447.6372655152 |
| 2020-12-01 | 449.9203743812 |
| 2021-01-01 | 451.4307039771 |
| 2021-02-01 | 449.1154174663 |
| 2021-03-01 | 452.6447075791 |
| 2021-04-01 | 453.6034755021 |
| 2021-05-01 | 453.3732585809 |
| 2021-06-01 | 454.8641392472 |
| 2021-07-01 | 457.8847118431 |
| 2021-08-01 | 457.5474275867 |
| 2021-09-01 | 456.0753521681 |
| 2021-10-01 | 459.7203682978 |
| 2021-11-01 | 460.1185199171 |
| 2021-12-01 | 461.8629165909 |
| 2022-01-01 | 461.1248336842 |
| 2022-02-01 | 462.1726859928 |
| 2022-03-01 | 463.9660447583 |
| 2022-04-01 | 468.9649733733 |
| 2022-05-01 | 470.3491855117 |
| 2022-06-01 | 470.5366633983 |
| 2022-07-01 | 476.1480568588 |
| 2022-08-01 | 477.9699672420 |
| 2022-09-01 | 480.4140565363 |
| 2022-10-01 | 482.4546859053 |
| 2022-11-01 | 485.1665363693 |
| 2022-12-01 | 484.9725373432 |
| 2023-01-01 | 490.1485323673 |
| 2023-02-01 | 492.2434178785 |
| 2023-03-01 | 495.4552254856 |
| 2023-04-01 | 496.8841906773 |
| 2023-05-01 | 499.2836957593 |
| 2023-06-01 | 501.5762152050 |
| 2023-07-01 | 501.7558668274 |
| 2023-08-01 | 502.7894419406 |
| 2023-09-01 | 503.9320594315 |
| 2023-10-01 | 504.7039752005 |
| 2023-11-01 | 505.5908018679 |
| 2023-12-01 | 506.6426963369 |
| 2024-01-01 | 507.0443231389 |
| 2024-02-01 | 509.1407214625 |
| 2024-03-01 | 508.9117612766 |
| 2024-04-01 | 510.0111891817 |
| 2024-05-01 | 510.6447211947 |
| 2024-06-01 | 510.6156132794 |
| 2024-07-01 | 511.4578834692 |
| 2024-08-01 | 513.4175735682 |
| 2024-09-01 | 514.9952336626 |
| 2024-10-01 | 517.0904812684 |
| 2024-11-01 | 518.8489209701 |
| 2024-12-01 | 519.8477446288 |
| 2025-01-01 | 520.7003427170 |
| 2025-02-01 | 522.8470609659 |
| 2025-03-01 | 522.9913138861 |
| 2025-04-01 | 524.7036093832 |
| 2025-05-01 | 524.9943655827 |
| 2025-06-01 | 522.0304742445 |
| 2025-07-01 | 524.0171520342 |
| 2025-08-01 | 525.2893151216 |
| 2025-09-01 | 526.2843200089 |
| 2025-10-01 | 523.5637439147 |
| 2025-11-01 | 525.5119786538 |
| 2025-12-01 | 525.3363751930 |
| 2026-01-01 | 527.2544538191 |
| 2026-02-01 | 525.1859188771 |
| 2026-03-01 | 528.6915673337 |
| 2026-04-01 | 526.7927192179 |
| 2026-05-01 | 525.4156271992 |
| 2026-06-01 | 531.2130219540 |
| 2026-07-01 | 533.5313020695 |
| 2026-08-01 | 529.5745064099 |
| 2026-09-01 | 526.2109419389 |