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 2026-08-01 |
| Last Updated | 2026-09-18 12:07 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 | 162.4105481630 |
| 1990-02-01 | 164.4781274330 |
| 1990-03-01 | 165.2178845067 |
| 1990-04-01 | 165.5190266132 |
| 1990-05-01 | 167.0422326662 |
| 1990-06-01 | 167.7631857958 |
| 1990-07-01 | 169.1875320681 |
| 1990-08-01 | 170.6463747808 |
| 1990-09-01 | 171.0435163179 |
| 1990-10-01 | 172.0332128721 |
| 1990-11-01 | 173.2348619614 |
| 1990-12-01 | 173.5105607363 |
| 1991-01-01 | 173.6226591334 |
| 1991-02-01 | 174.2392796955 |
| 1991-03-01 | 175.4329675810 |
| 1991-04-01 | 176.7351751365 |
| 1991-05-01 | 177.5717286037 |
| 1991-06-01 | 177.4608106127 |
| 1991-07-01 | 178.9406027513 |
| 1991-08-01 | 179.3587885166 |
| 1991-09-01 | 179.8997032847 |
| 1991-10-01 | 180.0800511107 |
| 1991-11-01 | 180.5899152060 |
| 1991-12-01 | 181.1635826096 |
| 1992-01-01 | 182.1464499497 |
| 1992-02-01 | 183.0178551324 |
| 1992-03-01 | 183.1333239983 |
| 1992-04-01 | 183.9147295976 |
| 1992-05-01 | 184.0944818579 |
| 1992-06-01 | 184.6227985855 |
| 1992-07-01 | 184.9134664603 |
| 1992-08-01 | 185.8332833695 |
| 1992-09-01 | 186.4503529562 |
| 1992-10-01 | 187.5523448606 |
| 1992-11-01 | 187.8757597572 |
| 1992-12-01 | 188.8202446593 |
| 1993-01-01 | 189.3254091328 |
| 1993-02-01 | 189.4678158852 |
| 1993-03-01 | 190.0997361245 |
| 1993-04-01 | 189.2051779291 |
| 1993-05-01 | 189.5765540770 |
| 1993-06-01 | 190.4337503650 |
| 1993-07-01 | 191.2570378118 |
| 1993-08-01 | 191.5364817323 |
| 1993-09-01 | 192.9233698491 |
| 1993-10-01 | 191.4651649391 |
| 1993-11-01 | 192.3742026595 |
| 1993-12-01 | 192.9863901028 |
| 1994-01-01 | 194.2597497669 |
| 1994-02-01 | 194.5107425454 |
| 1994-03-01 | 194.7262419222 |
| 1994-04-01 | 196.9387948861 |
| 1994-05-01 | 197.1447633002 |
| 1994-06-01 | 198.0791646463 |
| 1994-07-01 | 198.1706308825 |
| 1994-08-01 | 198.9201385502 |
| 1994-09-01 | 199.6579799732 |
| 1994-10-01 | 200.7826675515 |
| 1994-11-01 | 201.8555468107 |
| 1994-12-01 | 202.4346751468 |
| 1995-01-01 | 202.8572777192 |
| 1995-02-01 | 203.8626243668 |
| 1995-03-01 | 204.7602059876 |
| 1995-04-01 | 206.2779646927 |
| 1995-05-01 | 207.2744736271 |
| 1995-06-01 | 208.0350537017 |
| 1995-07-01 | 209.6309636380 |
| 1995-08-01 | 210.2596494371 |
| 1995-09-01 | 211.6659074235 |
| 1995-10-01 | 212.2306335737 |
| 1995-11-01 | 213.0837914607 |
| 1995-12-01 | 213.7525973198 |
| 1996-01-01 | 213.9229250284 |
| 1996-02-01 | 214.6143894941 |
| 1996-03-01 | 215.4187106873 |
| 1996-04-01 | 215.1876788272 |
| 1996-05-01 | 216.3217985565 |
| 1996-06-01 | 216.8734447646 |
| 1996-07-01 | 216.3884388371 |
| 1996-08-01 | 217.5468146926 |
| 1996-09-01 | 218.3741617679 |
| 1996-10-01 | 220.0350418981 |
| 1996-11-01 | 221.2678759688 |
| 1996-12-01 | 221.8347786326 |
| 1997-01-01 | 224.6007947133 |
| 1997-02-01 | 225.6273325257 |
| 1997-03-01 | 226.7895801542 |
| 1997-04-01 | 226.6983659743 |
| 1997-05-01 | 228.7526062859 |
| 1997-06-01 | 229.7048806096 |
| 1997-07-01 | 231.2755265086 |
| 1997-08-01 | 232.1094605316 |
| 1997-09-01 | 233.8326698718 |
| 1997-10-01 | 232.5002075103 |
| 1997-11-01 | 232.5931693267 |
| 1997-12-01 | 232.8650005065 |
| 1998-01-01 | 233.1027996532 |
| 1998-02-01 | 233.2741685095 |
| 1998-03-01 | 232.7602275527 |
| 1998-04-01 | 234.5909304315 |
| 1998-05-01 | 234.9296063689 |
| 1998-06-01 | 235.3807458648 |
| 1998-07-01 | 234.9645106911 |
| 1998-08-01 | 235.4515946202 |
| 1998-09-01 | 235.9914606109 |
| 1998-10-01 | 235.4144050565 |
| 1998-11-01 | 237.0317236396 |
| 1998-12-01 | 237.4487143948 |
| 1999-01-01 | 237.1250910674 |
| 1999-02-01 | 237.5889109110 |
| 1999-03-01 | 237.5473695899 |
| 1999-04-01 | 237.7217656623 |
| 1999-05-01 | 237.1391665584 |
| 1999-06-01 | 237.7308370335 |
| 1999-07-01 | 238.3565898128 |
| 1999-08-01 | 239.2312363055 |
| 1999-09-01 | 239.4749999505 |
| 1999-10-01 | 240.5152573077 |
| 1999-11-01 | 240.8591723197 |
| 1999-12-01 | 241.3944582228 |
| 2000-01-01 | 241.2656027242 |
| 2000-02-01 | 240.6484684332 |
| 2000-03-01 | 242.0306772857 |
| 2000-04-01 | 242.1934339771 |
| 2000-05-01 | 243.0461621388 |
| 2000-06-01 | 243.2880545985 |
| 2000-07-01 | 243.5034842727 |
| 2000-08-01 | 243.7323354116 |
| 2000-09-01 | 245.0277052882 |
| 2000-10-01 | 245.1051484779 |
| 2000-11-01 | 245.4937540571 |
| 2000-12-01 | 246.3553134756 |
| 2001-01-01 | 248.0413111997 |
| 2001-02-01 | 248.7242617649 |
| 2001-03-01 | 249.7955812809 |
| 2001-04-01 | 250.6653715219 |
| 2001-05-01 | 251.7014241076 |
| 2001-06-01 | 254.6675085722 |
| 2001-07-01 | 254.6521250714 |
| 2001-08-01 | 255.1078345283 |
| 2001-09-01 | 255.1481370342 |
| 2001-10-01 | 255.4656848745 |
| 2001-11-01 | 256.0990976980 |
| 2001-12-01 | 257.0549360984 |
| 2002-01-01 | 258.6122143449 |
| 2002-02-01 | 258.9447313875 |
| 2002-03-01 | 259.3955981700 |
| 2002-04-01 | 260.2809914299 |
| 2002-05-01 | 261.5408627171 |
| 2002-06-01 | 261.7892042330 |
| 2002-07-01 | 260.9947202744 |
| 2002-08-01 | 262.9774497058 |
| 2002-09-01 | 263.5421867065 |
| 2002-10-01 | 263.2058820675 |
| 2002-11-01 | 264.7109747078 |
| 2002-12-01 | 265.8563815019 |
| 2003-01-01 | 268.9611134675 |
| 2003-02-01 | 268.3113938575 |
| 2003-03-01 | 268.7409558150 |
| 2003-04-01 | 268.8240480038 |
| 2003-05-01 | 269.2464368070 |
| 2003-06-01 | 268.9178913838 |
| 2003-07-01 | 269.7751706671 |
| 2003-08-01 | 270.0514597135 |
| 2003-09-01 | 270.3801803670 |
| 2003-10-01 | 272.0554844761 |
| 2003-11-01 | 272.3728983053 |
| 2003-12-01 | 271.5923918283 |
| 2004-01-01 | 271.3860498636 |
| 2004-02-01 | 272.4228935199 |
| 2004-03-01 | 273.0495668112 |
| 2004-04-01 | 273.6179927794 |
| 2004-05-01 | 273.7377455846 |
| 2004-06-01 | 272.5446975057 |
| 2004-07-01 | 274.4218272093 |
| 2004-08-01 | 274.4912875396 |
| 2004-09-01 | 275.6705777380 |
| 2004-10-01 | 280.6011847120 |
| 2004-11-01 | 280.9170215960 |
| 2004-12-01 | 282.9138358607 |
| 2005-01-01 | 280.7825639715 |
| 2005-02-01 | 281.0781998666 |
| 2005-03-01 | 281.8292867039 |
| 2005-04-01 | 284.3407254391 |
| 2005-05-01 | 284.8619097030 |
| 2005-06-01 | 285.8046441277 |
| 2005-07-01 | 289.2666415819 |
| 2005-08-01 | 288.6452925814 |
| 2005-09-01 | 289.3291892704 |
| 2005-10-01 | 291.3975837709 |
| 2005-11-01 | 291.9658543270 |
| 2005-12-01 | 293.3188997379 |
| 2006-01-01 | 296.5350031054 |
| 2006-02-01 | 295.6527094680 |
| 2006-03-01 | 295.6924585584 |
| 2006-04-01 | 296.0842529576 |
| 2006-05-01 | 296.7123649390 |
| 2006-06-01 | 299.3256668818 |
| 2006-07-01 | 298.9356642698 |
| 2006-08-01 | 302.1029852461 |
| 2006-09-01 | 303.4864700503 |
| 2006-10-01 | 304.2491242193 |
| 2006-11-01 | 305.6183188153 |
| 2006-12-01 | 308.6606771201 |
| 2007-01-01 | 307.3118400153 |
| 2007-02-01 | 309.6256623788 |
| 2007-03-01 | 311.7695726234 |
| 2007-04-01 | 312.4559402607 |
| 2007-05-01 | 313.6489439459 |
| 2007-06-01 | 315.0899780466 |
| 2007-07-01 | 315.0372189041 |
| 2007-08-01 | 316.7836361901 |
| 2007-09-01 | 317.8667962419 |
| 2007-10-01 | 318.5828360628 |
| 2007-11-01 | 320.3689160278 |
| 2007-12-01 | 321.0879779128 |
| 2008-01-01 | 323.0744177960 |
| 2008-02-01 | 325.2346817881 |
| 2008-03-01 | 325.0455645349 |
| 2008-04-01 | 325.2603467940 |
| 2008-05-01 | 327.5385115890 |
| 2008-06-01 | 327.0442553110 |
| 2008-07-01 | 328.2898518572 |
| 2008-08-01 | 329.0127245766 |
| 2008-09-01 | 329.9403428898 |
| 2008-10-01 | 330.1950341628 |
| 2008-11-01 | 331.8429407176 |
| 2008-12-01 | 334.0919808364 |
| 2009-01-01 | 335.3699281305 |
| 2009-02-01 | 335.5443167363 |
| 2009-03-01 | 337.3328396037 |
| 2009-04-01 | 338.7331504087 |
| 2009-05-01 | 340.2537138915 |
| 2009-06-01 | 341.4306352024 |
| 2009-07-01 | 344.1787030654 |
| 2009-08-01 | 344.8415780547 |
| 2009-09-01 | 346.4325652198 |
| 2009-10-01 | 348.7884416567 |
| 2009-11-01 | 349.2800165432 |
| 2009-12-01 | 350.2910147575 |
| 2010-01-01 | 349.3736092063 |
| 2010-02-01 | 349.7566549775 |
| 2010-03-01 | 352.0981902679 |
| 2010-04-01 | 353.8891465025 |
| 2010-05-01 | 354.7376983515 |
| 2010-06-01 | 355.5758391067 |
| 2010-07-01 | 355.8676872769 |
| 2010-08-01 | 356.6162300338 |
| 2010-09-01 | 357.2218840841 |
| 2010-10-01 | 359.2986227862 |
| 2010-11-01 | 359.7741681690 |
| 2010-12-01 | 360.8521459393 |
| 2011-01-01 | 362.4947691926 |
| 2011-02-01 | 360.9083906917 |
| 2011-03-01 | 363.6418464502 |
| 2011-04-01 | 365.2096653957 |
| 2011-05-01 | 366.4175272532 |
| 2011-06-01 | 368.1963719521 |
| 2011-07-01 | 369.2946501001 |
| 2011-08-01 | 369.4924278397 |
| 2011-09-01 | 371.9427712016 |
| 2011-10-01 | 370.8455942127 |
| 2011-11-01 | 371.5811743257 |
| 2011-12-01 | 372.9563000846 |
| 2012-01-01 | 374.1172312438 |
| 2012-02-01 | 374.9206465651 |
| 2012-03-01 | 376.1583758763 |
| 2012-04-01 | 375.1760375203 |
| 2012-05-01 | 374.9973508069 |
| 2012-06-01 | 375.8461010844 |
| 2012-07-01 | 376.0976559310 |
| 2012-08-01 | 377.0411002206 |
| 2012-09-01 | 377.6529912064 |
| 2012-10-01 | 377.5001866121 |
| 2012-11-01 | 378.0669113864 |
| 2012-12-01 | 378.9021106766 |
| 2013-01-01 | 378.3038577640 |
| 2013-02-01 | 380.0983895265 |
| 2013-03-01 | 380.6826983129 |
| 2013-04-01 | 382.7486407859 |
| 2013-05-01 | 383.4238631561 |
| 2013-06-01 | 383.9189935431 |
| 2013-07-01 | 384.4860827545 |
| 2013-08-01 | 386.2932368368 |
| 2013-09-01 | 387.5193940153 |
| 2013-10-01 | 388.3783806840 |
| 2013-11-01 | 389.8912756352 |
| 2013-12-01 | 389.7812815499 |
| 2014-01-01 | 391.4175401160 |
| 2014-02-01 | 392.2916552151 |
| 2014-03-01 | 393.3299931512 |
| 2014-04-01 | 393.3791869636 |
| 2014-05-01 | 394.5169804959 |
| 2014-06-01 | 396.0000854098 |
| 2014-07-01 | 396.0866847253 |
| 2014-08-01 | 398.4238391041 |
| 2014-09-01 | 399.4145710923 |
| 2014-10-01 | 401.5045833286 |
| 2014-11-01 | 403.1415033901 |
| 2014-12-01 | 404.4698230981 |
| 2015-01-01 | 404.5784448153 |
| 2015-02-01 | 405.6350984109 |
| 2015-03-01 | 406.0250791568 |
| 2015-04-01 | 409.5519589189 |
| 2015-05-01 | 411.8742281271 |
| 2015-06-01 | 413.2831318398 |
| 2015-07-01 | 415.1971181181 |
| 2015-08-01 | 415.8819342458 |
| 2015-09-01 | 415.5689819963 |
| 2015-10-01 | 417.8156803026 |
| 2015-11-01 | 419.1440783686 |
| 2015-12-01 | 420.0815688613 |
| 2016-01-01 | 421.5574117493 |
| 2016-02-01 | 422.3870150330 |
| 2016-03-01 | 422.9789724097 |
| 2016-04-01 | 423.7127516078 |
| 2016-05-01 | 424.8950810027 |
| 2016-06-01 | 424.5613088775 |
| 2016-07-01 | 426.6944750795 |
| 2016-08-01 | 427.6504963834 |
| 2016-09-01 | 429.4796605696 |
| 2016-10-01 | 429.8596206172 |
| 2016-11-01 | 430.5217598916 |
| 2016-12-01 | 430.9565346808 |
| 2017-01-01 | 434.8399937290 |
| 2017-02-01 | 436.2106742897 |
| 2017-03-01 | 437.4933674379 |
| 2017-04-01 | 438.4949438106 |
| 2017-05-01 | 438.5996048445 |
| 2017-06-01 | 441.1267982104 |
| 2017-07-01 | 438.7018977258 |
| 2017-08-01 | 439.8032756798 |
| 2017-09-01 | 441.0447298506 |
| 2017-10-01 | 441.2052640072 |
| 2017-11-01 | 442.0873590270 |
| 2017-12-01 | 442.9351195341 |
| 2018-01-01 | 443.8608603861 |
| 2018-02-01 | 444.4511310305 |
| 2018-03-01 | 445.3943263953 |
| 2018-04-01 | 445.1757662539 |
| 2018-05-01 | 446.0551791032 |
| 2018-06-01 | 448.6254521466 |
| 2018-07-01 | 449.3936650043 |
| 2018-08-01 | 450.5044132479 |
| 2018-09-01 | 450.9404106263 |
| 2018-10-01 | 451.2848496224 |
| 2018-11-01 | 451.9502089912 |
| 2018-12-01 | 453.6166383125 |
| 2019-01-01 | 453.6812283825 |
| 2019-02-01 | 455.4921184280 |
| 2019-03-01 | 456.8025937430 |
| 2019-04-01 | 457.1889583707 |
| 2019-05-01 | 458.9692225877 |
| 2019-06-01 | 459.7411720504 |
| 2019-07-01 | 460.0116094952 |
| 2019-08-01 | 461.7448735604 |
| 2019-09-01 | 462.0253420518 |
| 2019-10-01 | 462.5718889271 |
| 2019-11-01 | 463.6972936555 |
| 2019-12-01 | 463.7805594586 |
| 2020-01-01 | 466.4092453842 |
| 2020-02-01 | 467.6647565553 |
| 2020-03-01 | 466.9032582185 |
| 2020-04-01 | 410.2865103405 |
| 2020-05-01 | 426.3009825390 |
| 2020-06-01 | 435.7878599769 |
| 2020-07-01 | 437.8571425558 |
| 2020-08-01 | 439.2316154095 |
| 2020-09-01 | 441.3180942265 |
| 2020-10-01 | 446.1332761783 |
| 2020-11-01 | 447.6609054979 |
| 2020-12-01 | 449.8548809348 |
| 2021-01-01 | 451.4521052670 |
| 2021-02-01 | 449.1374441319 |
| 2021-03-01 | 452.7679303703 |
| 2021-04-01 | 453.5027703301 |
| 2021-05-01 | 453.4067626868 |
| 2021-06-01 | 454.9021000370 |
| 2021-07-01 | 457.8337147768 |
| 2021-08-01 | 457.5677235280 |
| 2021-09-01 | 456.1019258944 |
| 2021-10-01 | 459.6418882374 |
| 2021-11-01 | 460.1370321288 |
| 2021-12-01 | 461.7851533130 |
| 2022-01-01 | 461.1433487127 |
| 2022-02-01 | 462.1954436916 |
| 2022-03-01 | 464.0667872249 |
| 2022-04-01 | 468.8732396218 |
| 2022-05-01 | 470.3940095149 |
| 2022-06-01 | 470.5855852603 |
| 2022-07-01 | 476.1155873245 |
| 2022-08-01 | 478.0034543868 |
| 2022-09-01 | 480.4395560994 |
| 2022-10-01 | 482.3769787244 |
| 2022-11-01 | 485.1636175123 |
| 2022-12-01 | 484.8663029609 |
| 2023-01-01 | 490.1458251729 |
| 2023-02-01 | 492.2712872313 |
| 2023-03-01 | 495.5360240390 |
| 2023-04-01 | 496.7992422318 |
| 2023-05-01 | 499.3566945560 |
| 2023-06-01 | 501.6425553885 |
| 2023-07-01 | 501.7900981071 |
| 2023-08-01 | 502.8442043188 |
| 2023-09-01 | 503.9670817724 |
| 2023-10-01 | 504.5679244316 |
| 2023-11-01 | 505.5537672757 |
| 2023-12-01 | 506.5058105759 |
| 2024-01-01 | 507.0021851594 |
| 2024-02-01 | 509.1687330323 |
| 2024-03-01 | 508.9600162774 |
| 2024-04-01 | 509.9802318587 |
| 2024-05-01 | 510.7473184922 |
| 2024-06-01 | 510.6931352941 |
| 2024-07-01 | 511.5703045813 |
| 2024-08-01 | 513.5379961551 |
| 2024-09-01 | 515.0052181358 |
| 2024-10-01 | 516.8723067584 |
| 2024-11-01 | 518.7751687393 |
| 2024-12-01 | 519.6780551848 |
| 2025-01-01 | 520.6082002126 |
| 2025-02-01 | 522.8732150532 |
| 2025-03-01 | 523.0340404788 |
| 2025-04-01 | 524.7180644818 |
| 2025-05-01 | 525.1289014040 |
| 2025-06-01 | 522.1204750353 |
| 2025-07-01 | 524.2106022057 |
| 2025-08-01 | 525.4879100519 |
| 2025-09-01 | 526.2692094615 |
| 2025-10-01 | 523.2347242027 |
| 2025-11-01 | 525.4128311903 |
| 2025-12-01 | 525.1424540809 |
| 2026-01-01 | 527.1225139426 |
| 2026-02-01 | 525.2074962730 |
| 2026-03-01 | 528.7302922507 |
| 2026-04-01 | 526.8574091490 |
| 2026-05-01 | 525.5699979602 |
| 2026-06-01 | 531.3101221805 |
| 2026-07-01 | 533.7636003434 |
| 2026-08-01 | 528.2530219737 |