Table Data - All Employees: Education and Health Services: Private Education and Health Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246500000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:45 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 | 108.672330827932 |
| 1990-02-01 | 109.662060311804 |
| 1990-03-01 | 110.172113441911 |
| 1990-04-01 | 110.706705091879 |
| 1990-05-01 | 111.731840436519 |
| 1990-06-01 | 112.433621773833 |
| 1990-07-01 | 113.294125632379 |
| 1990-08-01 | 114.378969724823 |
| 1990-09-01 | 114.202838550701 |
| 1990-10-01 | 114.520153024898 |
| 1990-11-01 | 115.392441546470 |
| 1990-12-01 | 115.640969138372 |
| 1991-01-01 | 114.248491993875 |
| 1991-02-01 | 114.919958517840 |
| 1991-03-01 | 116.005240723518 |
| 1991-04-01 | 117.221300874211 |
| 1991-05-01 | 117.654043122987 |
| 1991-06-01 | 117.936457963342 |
| 1991-07-01 | 119.199608629607 |
| 1991-08-01 | 119.503361729721 |
| 1991-09-01 | 119.759084906875 |
| 1991-10-01 | 120.458493772341 |
| 1991-11-01 | 120.917329908399 |
| 1991-12-01 | 121.551997501192 |
| 1992-01-01 | 122.660184573588 |
| 1992-02-01 | 123.345784636961 |
| 1992-03-01 | 123.567531316031 |
| 1992-04-01 | 123.815259633153 |
| 1992-05-01 | 124.037484552049 |
| 1992-06-01 | 124.283097854887 |
| 1992-07-01 | 124.656479587791 |
| 1992-08-01 | 125.968796063988 |
| 1992-09-01 | 126.327083672468 |
| 1992-10-01 | 127.480200561421 |
| 1992-11-01 | 127.134818186211 |
| 1992-12-01 | 127.635658185415 |
| 1993-01-01 | 127.818570937201 |
| 1993-02-01 | 127.993141985700 |
| 1993-03-01 | 128.610010539009 |
| 1993-04-01 | 127.514561874551 |
| 1993-05-01 | 127.940641531621 |
| 1993-06-01 | 128.432290371686 |
| 1993-07-01 | 128.979756348078 |
| 1993-08-01 | 129.076245726593 |
| 1993-09-01 | 129.851790283752 |
| 1993-10-01 | 129.862430306451 |
| 1993-11-01 | 130.189266100664 |
| 1993-12-01 | 130.748684580513 |
| 1994-01-01 | 130.835539953203 |
| 1994-02-01 | 131.023425050333 |
| 1994-03-01 | 131.208227827862 |
| 1994-04-01 | 132.968301644828 |
| 1994-05-01 | 133.099482237058 |
| 1994-06-01 | 133.967074881881 |
| 1994-07-01 | 134.707275601579 |
| 1994-08-01 | 134.673644927402 |
| 1994-09-01 | 135.143288744579 |
| 1994-10-01 | 135.770149689484 |
| 1994-11-01 | 136.548745231025 |
| 1994-12-01 | 136.959642859082 |
| 1995-01-01 | 137.197096606228 |
| 1995-02-01 | 137.832970557046 |
| 1995-03-01 | 138.516573363780 |
| 1995-04-01 | 140.516211093988 |
| 1995-05-01 | 140.860884979107 |
| 1995-06-01 | 141.620341442773 |
| 1995-07-01 | 141.906650253149 |
| 1995-08-01 | 142.719986169312 |
| 1995-09-01 | 143.496236459154 |
| 1995-10-01 | 144.526125241311 |
| 1995-11-01 | 145.315104527178 |
| 1995-12-01 | 145.803823694627 |
| 1996-01-01 | 146.283537259310 |
| 1996-02-01 | 146.505818267284 |
| 1996-03-01 | 147.417554261316 |
| 1996-04-01 | 147.042877536058 |
| 1996-05-01 | 147.661265617779 |
| 1996-06-01 | 147.747758565520 |
| 1996-07-01 | 147.027596391232 |
| 1996-08-01 | 147.694930061995 |
| 1996-09-01 | 148.319096392146 |
| 1996-10-01 | 149.936814461667 |
| 1996-11-01 | 150.767619658789 |
| 1996-12-01 | 151.141598402193 |
| 1997-01-01 | 153.341228839400 |
| 1997-02-01 | 154.349689153606 |
| 1997-03-01 | 155.191046103389 |
| 1997-04-01 | 155.146269906198 |
| 1997-05-01 | 156.517156824453 |
| 1997-06-01 | 156.938395508892 |
| 1997-07-01 | 157.918285418513 |
| 1997-08-01 | 158.719482038263 |
| 1997-09-01 | 159.836132580667 |
| 1997-10-01 | 158.420467012396 |
| 1997-11-01 | 158.588136739802 |
| 1997-12-01 | 158.617187870885 |
| 1998-01-01 | 158.643972436955 |
| 1998-02-01 | 159.122790975639 |
| 1998-03-01 | 159.057295461209 |
| 1998-04-01 | 160.440608326786 |
| 1998-05-01 | 160.116568307224 |
| 1998-06-01 | 160.572432458891 |
| 1998-07-01 | 160.483289965744 |
| 1998-08-01 | 160.540714988163 |
| 1998-09-01 | 160.697537800447 |
| 1998-10-01 | 159.751332241544 |
| 1998-11-01 | 160.791137735681 |
| 1998-12-01 | 160.895028589204 |
| 1999-01-01 | 160.903379972129 |
| 1999-02-01 | 160.879029167452 |
| 1999-03-01 | 160.867056981641 |
| 1999-04-01 | 160.705072072353 |
| 1999-05-01 | 160.409015322292 |
| 1999-06-01 | 160.665359012035 |
| 1999-07-01 | 161.529352458179 |
| 1999-08-01 | 162.221452461694 |
| 1999-09-01 | 162.712208491529 |
| 1999-10-01 | 163.568591289136 |
| 1999-11-01 | 163.768489484819 |
| 1999-12-01 | 164.013095660826 |
| 2000-01-01 | 163.443654984014 |
| 2000-02-01 | 163.294826828259 |
| 2000-03-01 | 164.372083619283 |
| 2000-04-01 | 164.262325114413 |
| 2000-05-01 | 164.881031159086 |
| 2000-06-01 | 165.180641444597 |
| 2000-07-01 | 165.698987660182 |
| 2000-08-01 | 165.925410478369 |
| 2000-09-01 | 167.153828378888 |
| 2000-10-01 | 166.999167152309 |
| 2000-11-01 | 167.136494126496 |
| 2000-12-01 | 167.407434214394 |
| 2001-01-01 | 169.585010750379 |
| 2001-02-01 | 170.370327982380 |
| 2001-03-01 | 170.877735831491 |
| 2001-04-01 | 171.584969558701 |
| 2001-05-01 | 172.602742106741 |
| 2001-06-01 | 174.683913403604 |
| 2001-07-01 | 174.342802020747 |
| 2001-08-01 | 174.694021147932 |
| 2001-09-01 | 174.792343712034 |
| 2001-10-01 | 175.017656298894 |
| 2001-11-01 | 175.481947675610 |
| 2001-12-01 | 175.900385564543 |
| 2002-01-01 | 177.571941322282 |
| 2002-02-01 | 178.060147089270 |
| 2002-03-01 | 178.226892509773 |
| 2002-04-01 | 179.016920852885 |
| 2002-05-01 | 179.951491196467 |
| 2002-06-01 | 179.602803441354 |
| 2002-07-01 | 178.685614507100 |
| 2002-08-01 | 179.873840965674 |
| 2002-09-01 | 180.430439649785 |
| 2002-10-01 | 180.337466946252 |
| 2002-11-01 | 181.423644139897 |
| 2002-12-01 | 182.136565235710 |
| 2003-01-01 | 184.984379060287 |
| 2003-02-01 | 184.707710484245 |
| 2003-03-01 | 185.188872427933 |
| 2003-04-01 | 184.707622507014 |
| 2003-05-01 | 185.142935816335 |
| 2003-06-01 | 185.479241955424 |
| 2003-07-01 | 186.207378045767 |
| 2003-08-01 | 186.529330540538 |
| 2003-09-01 | 186.514463798792 |
| 2003-10-01 | 187.359573116891 |
| 2003-11-01 | 187.541854967324 |
| 2003-12-01 | 187.149625596759 |
| 2004-01-01 | 186.480035952791 |
| 2004-02-01 | 186.880361595581 |
| 2004-03-01 | 187.588673969482 |
| 2004-04-01 | 188.780890047689 |
| 2004-05-01 | 189.284322186657 |
| 2004-06-01 | 188.638841396672 |
| 2004-07-01 | 190.353078786052 |
| 2004-08-01 | 190.742815079766 |
| 2004-09-01 | 191.265205918569 |
| 2004-10-01 | 192.982609744382 |
| 2004-11-01 | 193.880568660933 |
| 2004-12-01 | 194.917559652977 |
| 2005-01-01 | 193.949556387555 |
| 2005-02-01 | 194.335758105307 |
| 2005-03-01 | 194.749150975236 |
| 2005-04-01 | 196.208423287867 |
| 2005-05-01 | 196.557884813662 |
| 2005-06-01 | 196.005903990508 |
| 2005-07-01 | 198.836498428139 |
| 2005-08-01 | 198.527737001666 |
| 2005-09-01 | 199.507906236258 |
| 2005-10-01 | 200.824732921914 |
| 2005-11-01 | 201.032220410620 |
| 2005-12-01 | 201.349037674596 |
| 2006-01-01 | 203.204787742430 |
| 2006-02-01 | 203.393071427203 |
| 2006-03-01 | 203.011696823712 |
| 2006-04-01 | 204.497416640136 |
| 2006-05-01 | 204.881415072858 |
| 2006-06-01 | 206.972183472695 |
| 2006-07-01 | 206.783346736548 |
| 2006-08-01 | 209.330105857157 |
| 2006-09-01 | 210.444376062498 |
| 2006-10-01 | 210.613056346628 |
| 2006-11-01 | 211.455409703545 |
| 2006-12-01 | 213.236612334770 |
| 2007-01-01 | 213.066738910171 |
| 2007-02-01 | 215.046041679499 |
| 2007-03-01 | 216.951545963692 |
| 2007-04-01 | 217.074577118440 |
| 2007-05-01 | 218.224726686532 |
| 2007-06-01 | 218.997801077307 |
| 2007-07-01 | 219.095641225859 |
| 2007-08-01 | 220.315224323225 |
| 2007-09-01 | 220.985216583957 |
| 2007-10-01 | 221.591776260033 |
| 2007-11-01 | 222.741121006397 |
| 2007-12-01 | 223.206369692072 |
| 2008-01-01 | 224.979480557128 |
| 2008-02-01 | 226.657460265732 |
| 2008-03-01 | 226.279328248008 |
| 2008-04-01 | 225.380357811250 |
| 2008-05-01 | 227.458329339932 |
| 2008-06-01 | 226.916083537341 |
| 2008-07-01 | 228.289007453465 |
| 2008-08-01 | 228.745299126240 |
| 2008-09-01 | 229.375858337519 |
| 2008-10-01 | 229.555172845014 |
| 2008-11-01 | 230.924535701157 |
| 2008-12-01 | 232.120920399511 |
| 2009-01-01 | 233.444836958421 |
| 2009-02-01 | 234.111251207247 |
| 2009-03-01 | 235.122268879818 |
| 2009-04-01 | 235.946715779944 |
| 2009-05-01 | 236.996313597497 |
| 2009-06-01 | 238.174534141868 |
| 2009-07-01 | 239.823310111202 |
| 2009-08-01 | 240.279080930910 |
| 2009-09-01 | 241.540137188551 |
| 2009-10-01 | 243.487036086699 |
| 2009-11-01 | 244.040202772792 |
| 2009-12-01 | 244.760938208200 |
| 2010-01-01 | 243.985268744344 |
| 2010-02-01 | 244.819371313134 |
| 2010-03-01 | 246.240189397541 |
| 2010-04-01 | 247.585259303783 |
| 2010-05-01 | 248.386785843331 |
| 2010-06-01 | 249.351555150864 |
| 2010-07-01 | 249.183082817512 |
| 2010-08-01 | 249.969488494241 |
| 2010-09-01 | 249.943459418235 |
| 2010-10-01 | 251.394971991388 |
| 2010-11-01 | 251.613546655434 |
| 2010-12-01 | 252.307290737124 |
| 2011-01-01 | 252.955587266625 |
| 2011-02-01 | 252.221906189938 |
| 2011-03-01 | 253.913461050469 |
| 2011-04-01 | 254.858259501806 |
| 2011-05-01 | 255.640258713814 |
| 2011-06-01 | 256.714465897585 |
| 2011-07-01 | 258.090738641139 |
| 2011-08-01 | 258.209246246598 |
| 2011-09-01 | 259.580396953078 |
| 2011-10-01 | 258.815057584089 |
| 2011-11-01 | 259.129664255516 |
| 2011-12-01 | 260.139457965670 |
| 2012-01-01 | 260.722838997003 |
| 2012-02-01 | 261.467633627993 |
| 2012-03-01 | 262.097155580574 |
| 2012-04-01 | 261.682765965023 |
| 2012-05-01 | 261.387672841003 |
| 2012-06-01 | 261.729916812902 |
| 2012-07-01 | 261.606166759605 |
| 2012-08-01 | 261.957601963856 |
| 2012-09-01 | 262.409149415456 |
| 2012-10-01 | 261.983011521714 |
| 2012-11-01 | 262.322917947488 |
| 2012-12-01 | 262.866179998268 |
| 2013-01-01 | 262.315092419581 |
| 2013-02-01 | 263.426531331784 |
| 2013-03-01 | 263.632519971006 |
| 2013-04-01 | 264.967839918424 |
| 2013-05-01 | 265.624586102566 |
| 2013-06-01 | 265.945157084363 |
| 2013-07-01 | 266.225810332054 |
| 2013-08-01 | 267.612064473459 |
| 2013-09-01 | 269.039612557986 |
| 2013-10-01 | 269.524603920964 |
| 2013-11-01 | 270.907949146775 |
| 2013-12-01 | 271.245887927472 |
| 2014-01-01 | 272.844239743976 |
| 2014-02-01 | 273.702230964646 |
| 2014-03-01 | 274.497328436715 |
| 2014-04-01 | 274.730744323991 |
| 2014-05-01 | 275.634424466847 |
| 2014-06-01 | 276.726886077052 |
| 2014-07-01 | 277.203437499829 |
| 2014-08-01 | 278.729196675292 |
| 2014-09-01 | 279.403506466638 |
| 2014-10-01 | 281.114418673839 |
| 2014-11-01 | 282.315010948297 |
| 2014-12-01 | 283.509251935264 |
| 2015-01-01 | 282.481685695195 |
| 2015-02-01 | 282.961151162772 |
| 2015-03-01 | 283.349415484561 |
| 2015-04-01 | 285.815453191567 |
| 2015-05-01 | 287.604056366096 |
| 2015-06-01 | 288.804983445823 |
| 2015-07-01 | 290.059313456891 |
| 2015-08-01 | 290.816779974930 |
| 2015-09-01 | 290.257070129117 |
| 2015-10-01 | 292.222457091069 |
| 2015-11-01 | 293.467097592423 |
| 2015-12-01 | 294.327695467785 |
| 2016-01-01 | 295.361766787595 |
| 2016-02-01 | 296.039327912082 |
| 2016-03-01 | 296.549408212673 |
| 2016-04-01 | 296.880011507102 |
| 2016-05-01 | 297.506178381322 |
| 2016-06-01 | 297.789967707521 |
| 2016-07-01 | 298.920462451040 |
| 2016-08-01 | 299.780680192243 |
| 2016-09-01 | 301.168006902563 |
| 2016-10-01 | 301.720871953121 |
| 2016-11-01 | 301.922099065204 |
| 2016-12-01 | 302.054496347934 |
| 2017-01-01 | 304.484017318624 |
| 2017-02-01 | 305.575500634216 |
| 2017-03-01 | 306.688584243579 |
| 2017-04-01 | 307.237570476930 |
| 2017-05-01 | 307.386250698199 |
| 2017-06-01 | 308.823573242068 |
| 2017-07-01 | 306.473117065964 |
| 2017-08-01 | 307.327942985314 |
| 2017-09-01 | 308.326237937245 |
| 2017-10-01 | 308.201494161362 |
| 2017-11-01 | 308.707530925719 |
| 2017-12-01 | 309.531369679989 |
| 2018-01-01 | 310.443069477371 |
| 2018-02-01 | 310.815346256543 |
| 2018-03-01 | 311.814753020363 |
| 2018-04-01 | 311.026717245311 |
| 2018-05-01 | 311.778583275849 |
| 2018-06-01 | 313.472415517866 |
| 2018-07-01 | 314.429975406660 |
| 2018-08-01 | 315.364865668375 |
| 2018-09-01 | 315.482443074489 |
| 2018-10-01 | 315.597554471582 |
| 2018-11-01 | 316.060548978752 |
| 2018-12-01 | 317.017730284856 |
| 2019-01-01 | 317.048137574806 |
| 2019-02-01 | 318.388417729302 |
| 2019-03-01 | 319.462196476754 |
| 2019-04-01 | 319.989843705871 |
| 2019-05-01 | 321.213608528416 |
| 2019-06-01 | 321.934001112253 |
| 2019-07-01 | 322.027540599160 |
| 2019-08-01 | 323.171609572859 |
| 2019-09-01 | 323.026123740883 |
| 2019-10-01 | 323.510153561252 |
| 2019-11-01 | 324.306551280590 |
| 2019-12-01 | 324.470719601575 |
| 2020-01-01 | 325.600524770008 |
| 2020-02-01 | 326.592418571765 |
| 2020-03-01 | 326.246993756853 |
| 2020-04-01 | 285.224433588425 |
| 2020-05-01 | 297.266342359451 |
| 2020-06-01 | 304.864300617652 |
| 2020-07-01 | 306.109342137754 |
| 2020-08-01 | 307.137945660280 |
| 2020-09-01 | 308.687009457232 |
| 2020-10-01 | 311.752742933044 |
| 2020-11-01 | 313.219586755423 |
| 2020-12-01 | 314.620723571793 |
| 2021-01-01 | 315.842041488386 |
| 2021-02-01 | 314.034719688752 |
| 2021-03-01 | 316.618508441380 |
| 2021-04-01 | 316.621111273552 |
| 2021-05-01 | 316.372300995825 |
| 2021-06-01 | 317.083582370693 |
| 2021-07-01 | 319.591724192247 |
| 2021-08-01 | 319.024372915064 |
| 2021-09-01 | 317.961404580672 |
| 2021-10-01 | 320.334205086687 |
| 2021-11-01 | 320.705185958421 |
| 2021-12-01 | 321.992776708452 |
| 2022-01-01 | 321.861335236096 |
| 2022-02-01 | 322.416276599999 |
| 2022-03-01 | 323.163325700039 |
| 2022-04-01 | 326.965892925282 |
| 2022-05-01 | 327.719900063876 |
| 2022-06-01 | 327.703058333730 |
| 2022-07-01 | 331.272952001426 |
| 2022-08-01 | 332.047426637046 |
| 2022-09-01 | 333.784820975593 |
| 2022-10-01 | 335.258948922316 |
| 2022-11-01 | 336.943241656019 |
| 2022-12-01 | 337.471383457813 |
| 2023-01-01 | 340.004246897618 |
| 2023-02-01 | 341.304728364836 |
| 2023-03-01 | 343.924281516457 |
| 2023-04-01 | 345.629559986776 |
| 2023-05-01 | 347.550106918778 |
| 2023-06-01 | 348.484515120915 |
| 2023-07-01 | 348.020340692401 |
| 2023-08-01 | 348.495022737857 |
| 2023-09-01 | 349.438366397050 |
| 2023-10-01 | 350.116339917420 |
| 2023-11-01 | 350.881287154991 |
| 2023-12-01 | 351.912986507608 |
| 2024-01-01 | 351.579959096130 |
| 2024-02-01 | 353.475479687979 |
| 2024-03-01 | 353.383792391658 |
| 2024-04-01 | 354.201670115060 |
| 2024-05-01 | 354.356231013280 |
| 2024-06-01 | 354.277153558701 |
| 2024-07-01 | 355.040518508565 |
| 2024-08-01 | 356.507850930810 |
| 2024-09-01 | 357.182861109074 |
| 2024-10-01 | 358.886477277342 |
| 2024-11-01 | 359.898646280192 |
| 2024-12-01 | 360.992308292948 |
| 2025-01-01 | 362.619250525575 |
| 2025-02-01 | 364.045050628470 |
| 2025-03-01 | 364.095428065581 |
| 2025-04-01 | 365.641362517006 |
| 2025-05-01 | 365.783508517031 |
| 2025-06-01 | 363.517583052155 |
| 2025-07-01 | 365.870116847134 |
| 2025-08-01 | 366.554761435130 |
| 2025-09-01 | 366.918755985521 |
| 2025-10-01 | 364.786866832479 |
| 2025-11-01 | 365.823808573501 |
| 2025-12-01 | 365.207538660214 |
| 2026-01-01 | 365.895023689299 |
| 2026-02-01 | 364.933864808176 |
| 2026-03-01 | 367.632333842047 |
| 2026-04-01 | 366.350445850127 |
| 2026-05-01 | 365.883599820848 |
| 2026-06-01 | 369.705682766693 |