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 2026-07-01 |
| Last Updated | 2026-08-21 6:40 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 | 108.671876145286 |
| 1990-02-01 | 109.661921614687 |
| 1990-03-01 | 110.171788908400 |
| 1990-04-01 | 110.705960068375 |
| 1990-05-01 | 111.732286221316 |
| 1990-06-01 | 112.433866148319 |
| 1990-07-01 | 113.299658754199 |
| 1990-08-01 | 114.377658498257 |
| 1990-09-01 | 114.204500102961 |
| 1990-10-01 | 114.511422420067 |
| 1990-11-01 | 115.394222933199 |
| 1990-12-01 | 115.642872360179 |
| 1991-01-01 | 114.248155403239 |
| 1991-02-01 | 114.919732249778 |
| 1991-03-01 | 116.006003184098 |
| 1991-04-01 | 117.219704552619 |
| 1991-05-01 | 117.654318261479 |
| 1991-06-01 | 117.936780349209 |
| 1991-07-01 | 119.204910332930 |
| 1991-08-01 | 119.502165405777 |
| 1991-09-01 | 119.760423543079 |
| 1991-10-01 | 120.450211216415 |
| 1991-11-01 | 120.918983566177 |
| 1991-12-01 | 121.553745659954 |
| 1992-01-01 | 122.660200567889 |
| 1992-02-01 | 123.345971724155 |
| 1992-03-01 | 123.570301557804 |
| 1992-04-01 | 123.810261083559 |
| 1992-05-01 | 124.038216083092 |
| 1992-06-01 | 124.283613612331 |
| 1992-07-01 | 124.661222680958 |
| 1992-08-01 | 125.968233958077 |
| 1992-09-01 | 126.328126496897 |
| 1992-10-01 | 127.472338081919 |
| 1992-11-01 | 127.136407531677 |
| 1992-12-01 | 127.637288279333 |
| 1993-01-01 | 127.819113809960 |
| 1993-02-01 | 127.993892974798 |
| 1993-03-01 | 128.615150652387 |
| 1993-04-01 | 127.505029374147 |
| 1993-05-01 | 127.941825387435 |
| 1993-06-01 | 128.432974285150 |
| 1993-07-01 | 128.983960405748 |
| 1993-08-01 | 129.076353571288 |
| 1993-09-01 | 129.853015514778 |
| 1993-10-01 | 129.855203269180 |
| 1993-11-01 | 130.191006300578 |
| 1993-12-01 | 130.750257845002 |
| 1994-01-01 | 130.836641584682 |
| 1994-02-01 | 131.024554770971 |
| 1994-03-01 | 131.213606249833 |
| 1994-04-01 | 132.956746485720 |
| 1994-05-01 | 133.100454400815 |
| 1994-06-01 | 133.967802156693 |
| 1994-07-01 | 134.710361753748 |
| 1994-08-01 | 134.674504744450 |
| 1994-09-01 | 135.144340778667 |
| 1994-10-01 | 135.765177793026 |
| 1994-11-01 | 136.550238871479 |
| 1994-12-01 | 136.960836774882 |
| 1995-01-01 | 137.198398784949 |
| 1995-02-01 | 137.834297132864 |
| 1995-03-01 | 138.522585310000 |
| 1995-04-01 | 140.502174045228 |
| 1995-05-01 | 140.862011483721 |
| 1995-06-01 | 141.621422492544 |
| 1995-07-01 | 141.908695144713 |
| 1995-08-01 | 142.720938061579 |
| 1995-09-01 | 143.497292527034 |
| 1995-10-01 | 144.523977577890 |
| 1995-11-01 | 145.316235608770 |
| 1995-12-01 | 145.804576614807 |
| 1996-01-01 | 146.284771781887 |
| 1996-02-01 | 146.507406437406 |
| 1996-03-01 | 147.422794211673 |
| 1996-04-01 | 147.028121096608 |
| 1996-05-01 | 147.662867582738 |
| 1996-06-01 | 147.749183897861 |
| 1996-07-01 | 147.028524979872 |
| 1996-08-01 | 147.695867707940 |
| 1996-09-01 | 148.319964039474 |
| 1996-10-01 | 149.937564310246 |
| 1996-11-01 | 150.768041746414 |
| 1996-12-01 | 151.141842354383 |
| 1997-01-01 | 153.342136708625 |
| 1997-02-01 | 154.350979459301 |
| 1997-03-01 | 155.194477256811 |
| 1997-04-01 | 155.134001929204 |
| 1997-05-01 | 156.518596939543 |
| 1997-06-01 | 156.939567254069 |
| 1997-07-01 | 157.918991491165 |
| 1997-08-01 | 158.720401700352 |
| 1997-09-01 | 159.837252947419 |
| 1997-10-01 | 158.421488625598 |
| 1997-11-01 | 158.588424142175 |
| 1997-12-01 | 158.617270603511 |
| 1998-01-01 | 158.644560750173 |
| 1998-02-01 | 159.123338891238 |
| 1998-03-01 | 159.057664184111 |
| 1998-04-01 | 160.434989174415 |
| 1998-05-01 | 160.116796969536 |
| 1998-06-01 | 160.572850516819 |
| 1998-07-01 | 160.483782282601 |
| 1998-08-01 | 160.541519930257 |
| 1998-09-01 | 160.698382390980 |
| 1998-10-01 | 159.752126926822 |
| 1998-11-01 | 160.791302472170 |
| 1998-12-01 | 160.894970396073 |
| 1999-01-01 | 160.903553543651 |
| 1999-02-01 | 160.878992440154 |
| 1999-03-01 | 160.866778345517 |
| 1999-04-01 | 160.703218372463 |
| 1999-05-01 | 160.408759771059 |
| 1999-06-01 | 160.665449575391 |
| 1999-07-01 | 161.529660582451 |
| 1999-08-01 | 162.221917417770 |
| 1999-09-01 | 162.712668232794 |
| 1999-10-01 | 163.569129126116 |
| 1999-11-01 | 163.768540388032 |
| 1999-12-01 | 164.012942261982 |
| 2000-01-01 | 163.443653176207 |
| 2000-02-01 | 163.294794601186 |
| 2000-03-01 | 164.372040701320 |
| 2000-04-01 | 164.261303619713 |
| 2000-05-01 | 164.881017070594 |
| 2000-06-01 | 165.180732119174 |
| 2000-07-01 | 165.699150979398 |
| 2000-08-01 | 165.925567468462 |
| 2000-09-01 | 167.154075592121 |
| 2000-10-01 | 166.999462927987 |
| 2000-11-01 | 167.136480559271 |
| 2000-12-01 | 167.407352783205 |
| 2001-01-01 | 169.584978080339 |
| 2001-02-01 | 170.370296525806 |
| 2001-03-01 | 170.877732818311 |
| 2001-04-01 | 171.584494142451 |
| 2001-05-01 | 172.602733763855 |
| 2001-06-01 | 174.683965286275 |
| 2001-07-01 | 174.342886805018 |
| 2001-08-01 | 174.694074699643 |
| 2001-09-01 | 174.792503025476 |
| 2001-10-01 | 175.017802886927 |
| 2001-11-01 | 175.481936351991 |
| 2001-12-01 | 175.900328439872 |
| 2002-01-01 | 177.571924478744 |
| 2002-02-01 | 178.060097322541 |
| 2002-03-01 | 178.226829133609 |
| 2002-04-01 | 179.016857160468 |
| 2002-05-01 | 179.951412776169 |
| 2002-06-01 | 179.602807823289 |
| 2002-07-01 | 178.685675268774 |
| 2002-08-01 | 179.873878728440 |
| 2002-09-01 | 180.430545663816 |
| 2002-10-01 | 180.337488714428 |
| 2002-11-01 | 181.423651021563 |
| 2002-12-01 | 182.136522311271 |
| 2003-01-01 | 184.984363200724 |
| 2003-02-01 | 184.707684406164 |
| 2003-03-01 | 185.188853555489 |
| 2003-04-01 | 184.707608233041 |
| 2003-05-01 | 185.142888575730 |
| 2003-06-01 | 185.479249753756 |
| 2003-07-01 | 186.207422744309 |
| 2003-08-01 | 186.529340940964 |
| 2003-09-01 | 186.514511037433 |
| 2003-10-01 | 187.359577772580 |
| 2003-11-01 | 187.541852720254 |
| 2003-12-01 | 187.149596681386 |
| 2004-01-01 | 186.480026214845 |
| 2004-02-01 | 186.880353780963 |
| 2004-03-01 | 187.588671732332 |
| 2004-04-01 | 188.780892325581 |
| 2004-05-01 | 189.284297402584 |
| 2004-06-01 | 188.638846653733 |
| 2004-07-01 | 190.353107188236 |
| 2004-08-01 | 190.742819514501 |
| 2004-09-01 | 191.265210667559 |
| 2004-10-01 | 192.982612652339 |
| 2004-11-01 | 193.880566520341 |
| 2004-12-01 | 194.917550420347 |
| 2005-01-01 | 193.949551885669 |
| 2005-02-01 | 194.335756315091 |
| 2005-03-01 | 194.749151141759 |
| 2005-04-01 | 196.208424642033 |
| 2005-05-01 | 196.557871924051 |
| 2005-06-01 | 196.005904820697 |
| 2005-07-01 | 198.836514230677 |
| 2005-08-01 | 198.527738743416 |
| 2005-09-01 | 199.507907577177 |
| 2005-10-01 | 200.824733390571 |
| 2005-11-01 | 201.032218350544 |
| 2005-12-01 | 201.349035802225 |
| 2006-01-01 | 203.204785483378 |
| 2006-02-01 | 203.393070678938 |
| 2006-03-01 | 203.011696170486 |
| 2006-04-01 | 204.497415665765 |
| 2006-05-01 | 204.881414281430 |
| 2006-06-01 | 206.972183314603 |
| 2006-07-01 | 206.783349941551 |
| 2006-08-01 | 209.330107426478 |
| 2006-09-01 | 210.444376789054 |
| 2006-10-01 | 210.613056216028 |
| 2006-11-01 | 211.455408625288 |
| 2006-12-01 | 213.236612537450 |
| 2007-01-01 | 213.066737978548 |
| 2007-02-01 | 215.046041375907 |
| 2007-03-01 | 216.951545731649 |
| 2007-04-01 | 217.074576713823 |
| 2007-05-01 | 218.224726299156 |
| 2007-06-01 | 218.997800779780 |
| 2007-07-01 | 219.095642876605 |
| 2007-08-01 | 220.315224655511 |
| 2007-09-01 | 220.985216713898 |
| 2007-10-01 | 221.591776361313 |
| 2007-11-01 | 222.741120628385 |
| 2007-12-01 | 223.206369936015 |
| 2008-01-01 | 224.979479730482 |
| 2008-02-01 | 226.657460261205 |
| 2008-03-01 | 226.279328187963 |
| 2008-04-01 | 225.380357769667 |
| 2008-05-01 | 227.458329281548 |
| 2008-06-01 | 226.916083494869 |
| 2008-07-01 | 228.289008209450 |
| 2008-08-01 | 228.745299074672 |
| 2008-09-01 | 229.375858217770 |
| 2008-10-01 | 229.555173049770 |
| 2008-11-01 | 230.924535683759 |
| 2008-12-01 | 232.120920311750 |
| 2009-01-01 | 233.444836074059 |
| 2009-02-01 | 234.111251479212 |
| 2009-03-01 | 235.122268902236 |
| 2009-04-01 | 235.946715882049 |
| 2009-05-01 | 236.996313737180 |
| 2009-06-01 | 238.174534199760 |
| 2009-07-01 | 239.823310513981 |
| 2009-08-01 | 240.279081280855 |
| 2009-09-01 | 241.540137171552 |
| 2009-10-01 | 243.487036078879 |
| 2009-11-01 | 244.040202383126 |
| 2009-12-01 | 244.760937690776 |
| 2010-01-01 | 243.985266282429 |
| 2010-02-01 | 244.819372292133 |
| 2010-03-01 | 246.240190149865 |
| 2010-04-01 | 247.585260188932 |
| 2010-05-01 | 248.386786899161 |
| 2010-06-01 | 249.351556357811 |
| 2010-07-01 | 249.183081308005 |
| 2010-08-01 | 249.969489986890 |
| 2010-09-01 | 249.943459547400 |
| 2010-10-01 | 251.394971212392 |
| 2010-11-01 | 251.613544664360 |
| 2010-12-01 | 252.307288784876 |
| 2011-01-01 | 252.955582731430 |
| 2011-02-01 | 252.221908053987 |
| 2011-03-01 | 253.913463442725 |
| 2011-04-01 | 254.858262024778 |
| 2011-05-01 | 255.640261691165 |
| 2011-06-01 | 256.714469638154 |
| 2011-07-01 | 258.090736232013 |
| 2011-08-01 | 258.209249320142 |
| 2011-09-01 | 259.580396720639 |
| 2011-10-01 | 258.815055242070 |
| 2011-11-01 | 259.129653835342 |
| 2011-12-01 | 260.139447477855 |
| 2012-01-01 | 260.722835774673 |
| 2012-02-01 | 261.467639684747 |
| 2012-03-01 | 262.097174998482 |
| 2012-04-01 | 261.682771412869 |
| 2012-05-01 | 261.387675187237 |
| 2012-06-01 | 261.729918003307 |
| 2012-07-01 | 261.606159611558 |
| 2012-08-01 | 261.957606348545 |
| 2012-09-01 | 262.409140155454 |
| 2012-10-01 | 261.983009039418 |
| 2012-11-01 | 262.322897088208 |
| 2012-12-01 | 262.866159274810 |
| 2013-01-01 | 262.315095550078 |
| 2013-02-01 | 263.426551745595 |
| 2013-03-01 | 263.632569207493 |
| 2013-04-01 | 264.967853660493 |
| 2013-05-01 | 265.624582223136 |
| 2013-06-01 | 265.945142759715 |
| 2013-07-01 | 266.225786844962 |
| 2013-08-01 | 267.612061859857 |
| 2013-09-01 | 269.039598605436 |
| 2013-10-01 | 269.524617243047 |
| 2013-11-01 | 270.907893218080 |
| 2013-12-01 | 271.245845109270 |
| 2014-01-01 | 272.844271953009 |
| 2014-02-01 | 273.702282151531 |
| 2014-03-01 | 274.497420840346 |
| 2014-04-01 | 274.730795348287 |
| 2014-05-01 | 275.634470835455 |
| 2014-06-01 | 276.726770103713 |
| 2014-07-01 | 277.203324713382 |
| 2014-08-01 | 278.729235873442 |
| 2014-09-01 | 279.403489546186 |
| 2014-10-01 | 281.114411253182 |
| 2014-11-01 | 282.314878660342 |
| 2014-12-01 | 283.509153741269 |
| 2015-01-01 | 282.481726309923 |
| 2015-02-01 | 282.961272097738 |
| 2015-03-01 | 283.349711765359 |
| 2015-04-01 | 285.815661338462 |
| 2015-05-01 | 287.604222974892 |
| 2015-06-01 | 288.804735948838 |
| 2015-07-01 | 290.059008966926 |
| 2015-08-01 | 290.816735286262 |
| 2015-09-01 | 290.256949311965 |
| 2015-10-01 | 292.222339370056 |
| 2015-11-01 | 293.466808960053 |
| 2015-12-01 | 294.327490421561 |
| 2016-01-01 | 295.361822635533 |
| 2016-02-01 | 296.039649830395 |
| 2016-03-01 | 296.550178371847 |
| 2016-04-01 | 296.880671999533 |
| 2016-05-01 | 297.506656894887 |
| 2016-06-01 | 297.789585013191 |
| 2016-07-01 | 298.919786890477 |
| 2016-08-01 | 299.780283728551 |
| 2016-09-01 | 301.167508627188 |
| 2016-10-01 | 301.720382403633 |
| 2016-11-01 | 301.921386686371 |
| 2016-12-01 | 302.054041828122 |
| 2017-01-01 | 304.484208847769 |
| 2017-02-01 | 305.576314781706 |
| 2017-03-01 | 306.690163837455 |
| 2017-04-01 | 307.239701933992 |
| 2017-05-01 | 307.388439325023 |
| 2017-06-01 | 308.821607176123 |
| 2017-07-01 | 306.471319108208 |
| 2017-08-01 | 307.326806047518 |
| 2017-09-01 | 308.325171504575 |
| 2017-10-01 | 308.200158657506 |
| 2017-11-01 | 308.706336582606 |
| 2017-12-01 | 309.530763705427 |
| 2018-01-01 | 310.443771405351 |
| 2018-02-01 | 310.817042902111 |
| 2018-03-01 | 311.817915037186 |
| 2018-04-01 | 311.030850273626 |
| 2018-05-01 | 311.782505875673 |
| 2018-06-01 | 313.468462006131 |
| 2018-07-01 | 314.425911399669 |
| 2018-08-01 | 315.362970295922 |
| 2018-09-01 | 315.480478243013 |
| 2018-10-01 | 315.595209140166 |
| 2018-11-01 | 316.058931218959 |
| 2018-12-01 | 317.017134643751 |
| 2019-01-01 | 317.048985564614 |
| 2019-02-01 | 318.389584119511 |
| 2019-03-01 | 319.472217687979 |
| 2019-04-01 | 319.995698105939 |
| 2019-05-01 | 321.219490700621 |
| 2019-06-01 | 321.922979630451 |
| 2019-07-01 | 322.022307593192 |
| 2019-08-01 | 323.169236116770 |
| 2019-09-01 | 323.023316239855 |
| 2019-10-01 | 323.507095826930 |
| 2019-11-01 | 324.305105759871 |
| 2019-12-01 | 324.470649207874 |
| 2020-01-01 | 325.601908344608 |
| 2020-02-01 | 326.593419179478 |
| 2020-03-01 | 326.264293592687 |
| 2020-04-01 | 285.230255763342 |
| 2020-05-01 | 297.271765575794 |
| 2020-06-01 | 304.846276178785 |
| 2020-07-01 | 306.103747825303 |
| 2020-08-01 | 307.135810317159 |
| 2020-09-01 | 308.684287949620 |
| 2020-10-01 | 311.749963167999 |
| 2020-11-01 | 313.218174637088 |
| 2020-12-01 | 314.620414681334 |
| 2021-01-01 | 315.843755549317 |
| 2021-02-01 | 314.036404793122 |
| 2021-03-01 | 316.643845298117 |
| 2021-04-01 | 316.630060876611 |
| 2021-05-01 | 316.378596093021 |
| 2021-06-01 | 317.055277803485 |
| 2021-07-01 | 319.583015990071 |
| 2021-08-01 | 319.019537456498 |
| 2021-09-01 | 317.957567102763 |
| 2021-10-01 | 320.331197475387 |
| 2021-11-01 | 320.703300500876 |
| 2021-12-01 | 321.991524774196 |
| 2022-01-01 | 321.864492582378 |
| 2022-02-01 | 322.423980049914 |
| 2022-03-01 | 323.199385262878 |
| 2022-04-01 | 326.983241975255 |
| 2022-05-01 | 327.727917025801 |
| 2022-06-01 | 327.668838845346 |
| 2022-07-01 | 331.251645989297 |
| 2022-08-01 | 332.023998785733 |
| 2022-09-01 | 333.775974394521 |
| 2022-10-01 | 335.272369524597 |
| 2022-11-01 | 336.928393270863 |
| 2022-12-01 | 337.464121725964 |
| 2023-01-01 | 340.010952674117 |
| 2023-02-01 | 341.328088395515 |
| 2023-03-01 | 343.977374757383 |
| 2023-04-01 | 345.676146439058 |
| 2023-05-01 | 347.572753150956 |
| 2023-06-01 | 348.446500325250 |
| 2023-07-01 | 347.951071411726 |
| 2023-08-01 | 348.438008562878 |
| 2023-09-01 | 349.417938467672 |
| 2023-10-01 | 350.145834074676 |
| 2023-11-01 | 350.854204042710 |
| 2023-12-01 | 351.902354799179 |
| 2024-01-01 | 351.598818020097 |
| 2024-02-01 | 353.527022223454 |
| 2024-03-01 | 353.453520851818 |
| 2024-04-01 | 354.286947639886 |
| 2024-05-01 | 354.415450009847 |
| 2024-06-01 | 354.260714837092 |
| 2024-07-01 | 354.843907182290 |
| 2024-08-01 | 356.413283966560 |
| 2024-09-01 | 357.152015159510 |
| 2024-10-01 | 358.939771629509 |
| 2024-11-01 | 359.859644474793 |
| 2024-12-01 | 360.982761125207 |
| 2025-01-01 | 362.656127363310 |
| 2025-02-01 | 364.128833646412 |
| 2025-03-01 | 364.181261020572 |
| 2025-04-01 | 365.773068624810 |
| 2025-05-01 | 365.891311357952 |
| 2025-06-01 | 363.530058278256 |
| 2025-07-01 | 365.507631503242 |
| 2025-08-01 | 366.429744232515 |
| 2025-09-01 | 366.878746048060 |
| 2025-10-01 | 364.851075714767 |
| 2025-11-01 | 365.784758738914 |
| 2025-12-01 | 365.206208791392 |
| 2026-01-01 | 365.952109477445 |
| 2026-02-01 | 365.045299699935 |
| 2026-03-01 | 367.732803340585 |
| 2026-04-01 | 366.514054707243 |
| 2026-05-01 | 366.035751393931 |
| 2026-06-01 | 370.958436929372 |
| 2026-07-01 | 372.573816412584 |