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 2026-05-01 |
| Last Updated | 2026-06-24 9:52 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 | 108.771600341623 |
| 1990-02-01 | 109.893493039416 |
| 1990-03-01 | 110.347032347096 |
| 1990-04-01 | 110.755335560137 |
| 1990-05-01 | 111.794148045902 |
| 1990-06-01 | 112.521538628148 |
| 1990-07-01 | 113.269868926305 |
| 1990-08-01 | 114.248432275112 |
| 1990-09-01 | 114.101527828518 |
| 1990-10-01 | 114.322937438908 |
| 1990-11-01 | 115.247883621576 |
| 1990-12-01 | 115.542346941882 |
| 1991-01-01 | 114.345535994536 |
| 1991-02-01 | 115.139243797948 |
| 1991-03-01 | 116.191061721269 |
| 1991-04-01 | 117.259296908235 |
| 1991-05-01 | 117.713532996484 |
| 1991-06-01 | 118.018002916863 |
| 1991-07-01 | 119.177145205891 |
| 1991-08-01 | 119.383133207727 |
| 1991-09-01 | 119.666216020053 |
| 1991-10-01 | 120.277268202702 |
| 1991-11-01 | 120.787060669202 |
| 1991-12-01 | 121.465439200463 |
| 1992-01-01 | 122.741442514660 |
| 1992-02-01 | 123.542294912073 |
| 1992-03-01 | 123.754620650756 |
| 1992-04-01 | 123.829562672177 |
| 1992-05-01 | 124.085656978802 |
| 1992-06-01 | 124.351192421940 |
| 1992-07-01 | 124.630827010091 |
| 1992-08-01 | 125.875891267622 |
| 1992-09-01 | 126.250419327183 |
| 1992-10-01 | 127.331991971256 |
| 1992-11-01 | 127.039277114622 |
| 1992-12-01 | 127.578561113436 |
| 1993-01-01 | 127.872998870794 |
| 1993-02-01 | 128.127109438331 |
| 1993-03-01 | 128.779424449863 |
| 1993-04-01 | 127.511067132090 |
| 1993-05-01 | 127.971951720301 |
| 1993-06-01 | 128.472778226884 |
| 1993-07-01 | 128.956086432178 |
| 1993-08-01 | 129.019738653239 |
| 1993-09-01 | 129.800992209923 |
| 1993-10-01 | 129.757374516597 |
| 1993-11-01 | 130.136070550403 |
| 1993-12-01 | 130.720563912362 |
| 1994-01-01 | 130.862982037205 |
| 1994-02-01 | 131.098463509964 |
| 1994-03-01 | 131.343913818812 |
| 1994-04-01 | 132.942860276689 |
| 1994-05-01 | 133.116593714640 |
| 1994-06-01 | 133.985052678576 |
| 1994-07-01 | 134.683955879181 |
| 1994-08-01 | 134.648533370586 |
| 1994-09-01 | 135.115317643936 |
| 1994-10-01 | 135.711391907633 |
| 1994-11-01 | 136.529013450708 |
| 1994-12-01 | 136.953073325571 |
| 1995-01-01 | 137.207600073602 |
| 1995-02-01 | 137.852810797989 |
| 1995-03-01 | 138.620474942635 |
| 1995-04-01 | 140.488938409002 |
| 1995-05-01 | 140.866784993995 |
| 1995-06-01 | 141.620100121536 |
| 1995-07-01 | 141.890440705497 |
| 1995-08-01 | 142.711394504892 |
| 1995-09-01 | 143.485910137702 |
| 1995-10-01 | 144.496533227154 |
| 1995-11-01 | 145.309922409681 |
| 1995-12-01 | 145.800582072346 |
| 1996-01-01 | 146.286826027974 |
| 1996-02-01 | 146.511388691168 |
| 1996-03-01 | 147.487466094479 |
| 1996-04-01 | 147.019942268736 |
| 1996-05-01 | 147.661220438979 |
| 1996-06-01 | 147.746670138714 |
| 1996-07-01 | 147.012633176754 |
| 1996-08-01 | 147.692223486538 |
| 1996-09-01 | 148.315580688532 |
| 1996-10-01 | 149.925235577013 |
| 1996-11-01 | 150.766101202187 |
| 1996-12-01 | 151.139273994056 |
| 1997-01-01 | 153.342119890516 |
| 1997-02-01 | 154.349648729928 |
| 1997-03-01 | 155.231887076591 |
| 1997-04-01 | 155.140245452271 |
| 1997-05-01 | 156.514713966826 |
| 1997-06-01 | 156.937091139934 |
| 1997-07-01 | 157.904104620285 |
| 1997-08-01 | 158.719954782288 |
| 1997-09-01 | 159.835964480741 |
| 1997-10-01 | 158.407169499614 |
| 1997-11-01 | 158.589719952382 |
| 1997-12-01 | 158.616197977685 |
| 1998-01-01 | 158.646155593090 |
| 1998-02-01 | 159.125672458013 |
| 1998-03-01 | 159.074234461592 |
| 1998-04-01 | 160.442061112790 |
| 1998-05-01 | 160.117329520219 |
| 1998-06-01 | 160.572061718307 |
| 1998-07-01 | 160.473441132150 |
| 1998-08-01 | 160.541449553055 |
| 1998-09-01 | 160.697904830652 |
| 1998-10-01 | 159.737826417178 |
| 1998-11-01 | 160.793254449709 |
| 1998-12-01 | 160.895293615921 |
| 1999-01-01 | 160.905101521644 |
| 1999-02-01 | 160.880388712699 |
| 1999-03-01 | 160.875324014419 |
| 1999-04-01 | 160.710085211839 |
| 1999-05-01 | 160.409257426344 |
| 1999-06-01 | 160.665096794406 |
| 1999-07-01 | 161.524455561163 |
| 1999-08-01 | 162.222141937099 |
| 1999-09-01 | 162.712904032590 |
| 1999-10-01 | 163.554847263051 |
| 1999-11-01 | 163.770846446139 |
| 1999-12-01 | 164.014299621923 |
| 2000-01-01 | 163.445454240058 |
| 2000-02-01 | 163.296452181388 |
| 2000-03-01 | 164.373958635143 |
| 2000-04-01 | 164.267499701088 |
| 2000-05-01 | 164.881325364794 |
| 2000-06-01 | 165.180096802436 |
| 2000-07-01 | 165.698314968752 |
| 2000-08-01 | 165.925344574894 |
| 2000-09-01 | 167.153915905741 |
| 2000-10-01 | 166.989224314046 |
| 2000-11-01 | 167.137738100603 |
| 2000-12-01 | 167.408625505635 |
| 2001-01-01 | 169.586138332492 |
| 2001-02-01 | 170.371230471500 |
| 2001-03-01 | 170.878596223325 |
| 2001-04-01 | 171.589080647235 |
| 2001-05-01 | 172.602716243188 |
| 2001-06-01 | 174.683599330283 |
| 2001-07-01 | 174.342491615536 |
| 2001-08-01 | 174.693934786853 |
| 2001-09-01 | 174.791956269656 |
| 2001-10-01 | 175.012146267526 |
| 2001-11-01 | 175.482518227435 |
| 2001-12-01 | 175.901035241455 |
| 2002-01-01 | 177.572692891972 |
| 2002-02-01 | 178.060974811382 |
| 2002-03-01 | 178.227896569073 |
| 2002-04-01 | 179.017644083827 |
| 2002-05-01 | 179.951950279691 |
| 2002-06-01 | 179.602908617175 |
| 2002-07-01 | 178.685410353004 |
| 2002-08-01 | 179.873442800142 |
| 2002-09-01 | 180.429548832136 |
| 2002-10-01 | 180.336763797999 |
| 2002-11-01 | 181.423207597003 |
| 2002-12-01 | 182.136589185493 |
| 2003-01-01 | 184.984785528368 |
| 2003-02-01 | 184.708185488327 |
| 2003-03-01 | 185.189247180962 |
| 2003-04-01 | 184.707876443203 |
| 2003-05-01 | 185.143208019570 |
| 2003-06-01 | 185.479197823073 |
| 2003-07-01 | 186.207157506589 |
| 2003-08-01 | 186.529178238755 |
| 2003-09-01 | 186.514150651524 |
| 2003-10-01 | 187.359395838477 |
| 2003-11-01 | 187.541773190340 |
| 2003-12-01 | 187.149676415792 |
| 2004-01-01 | 186.480180574026 |
| 2004-02-01 | 186.880507898353 |
| 2004-03-01 | 187.588750356816 |
| 2004-04-01 | 188.780914020410 |
| 2004-05-01 | 189.284428087127 |
| 2004-06-01 | 188.638790999347 |
| 2004-07-01 | 190.352946805533 |
| 2004-08-01 | 190.742784947077 |
| 2004-09-01 | 191.265186131612 |
| 2004-10-01 | 192.982600465334 |
| 2004-11-01 | 193.880578047201 |
| 2004-12-01 | 194.917566905651 |
| 2005-01-01 | 193.949573319999 |
| 2005-02-01 | 194.335765369902 |
| 2005-03-01 | 194.749153608653 |
| 2005-04-01 | 196.208423579864 |
| 2005-05-01 | 196.557946938424 |
| 2005-06-01 | 196.005903274709 |
| 2005-07-01 | 198.836438292223 |
| 2005-08-01 | 198.527731161140 |
| 2005-09-01 | 199.507901178020 |
| 2005-10-01 | 200.824729544642 |
| 2005-11-01 | 201.032225440378 |
| 2005-12-01 | 201.349035052818 |
| 2006-01-01 | 203.204795719438 |
| 2006-02-01 | 203.393074951306 |
| 2006-03-01 | 203.011701835436 |
| 2006-04-01 | 204.497424186703 |
| 2006-05-01 | 204.881421660445 |
| 2006-06-01 | 206.972186327938 |
| 2006-07-01 | 206.783329535666 |
| 2006-08-01 | 209.330100385097 |
| 2006-09-01 | 210.444373182640 |
| 2006-10-01 | 210.613056480756 |
| 2006-11-01 | 211.455413552381 |
| 2006-12-01 | 213.236606752201 |
| 2007-01-01 | 213.066746168220 |
| 2007-02-01 | 215.046042067924 |
| 2007-03-01 | 216.951548018112 |
| 2007-04-01 | 217.074581103708 |
| 2007-05-01 | 218.224730911375 |
| 2007-06-01 | 218.997803673443 |
| 2007-07-01 | 219.095629348996 |
| 2007-08-01 | 220.315220942706 |
| 2007-09-01 | 220.985212124888 |
| 2007-10-01 | 221.591772909326 |
| 2007-11-01 | 222.741123564524 |
| 2007-12-01 | 223.206371320165 |
| 2008-01-01 | 224.979496697849 |
| 2008-02-01 | 226.657458025008 |
| 2008-03-01 | 226.279328039584 |
| 2008-04-01 | 225.380356892650 |
| 2008-05-01 | 227.458330657601 |
| 2008-06-01 | 226.916086305345 |
| 2008-07-01 | 228.289004411165 |
| 2008-08-01 | 228.745293017903 |
| 2008-09-01 | 229.375841071214 |
| 2008-10-01 | 229.555158664175 |
| 2008-11-01 | 230.924537311261 |
| 2008-12-01 | 232.120939109360 |
| 2009-01-01 | 233.444874581424 |
| 2009-02-01 | 234.111254853686 |
| 2009-03-01 | 235.122265049406 |
| 2009-04-01 | 235.946701864344 |
| 2009-05-01 | 236.996305320750 |
| 2009-06-01 | 238.174537708086 |
| 2009-07-01 | 239.823309314234 |
| 2009-08-01 | 240.279057406506 |
| 2009-09-01 | 241.540106137656 |
| 2009-10-01 | 243.487016211562 |
| 2009-11-01 | 244.040204032524 |
| 2009-12-01 | 244.760947553742 |
| 2010-01-01 | 243.985531024779 |
| 2010-02-01 | 244.819298427776 |
| 2010-03-01 | 246.240115462552 |
| 2010-04-01 | 247.585188924433 |
| 2010-05-01 | 248.386728306288 |
| 2010-06-01 | 249.351502775526 |
| 2010-07-01 | 249.183235630085 |
| 2010-08-01 | 249.969405676258 |
| 2010-09-01 | 249.943403298364 |
| 2010-10-01 | 251.394970801038 |
| 2010-11-01 | 251.613604512597 |
| 2010-12-01 | 252.307336258315 |
| 2011-01-01 | 252.956100049038 |
| 2011-02-01 | 252.221716901096 |
| 2011-03-01 | 253.913239559860 |
| 2011-04-01 | 254.858068744356 |
| 2011-05-01 | 255.640129495987 |
| 2011-06-01 | 256.714361523906 |
| 2011-07-01 | 258.091057696801 |
| 2011-08-01 | 258.209085093854 |
| 2011-09-01 | 259.580325316883 |
| 2011-10-01 | 258.815098438883 |
| 2011-11-01 | 259.129825015897 |
| 2011-12-01 | 260.139783241768 |
| 2012-01-01 | 260.723707846547 |
| 2012-02-01 | 261.467567691344 |
| 2012-03-01 | 262.095775534434 |
| 2012-04-01 | 261.682687646315 |
| 2012-05-01 | 261.387548889765 |
| 2012-06-01 | 261.729695813781 |
| 2012-07-01 | 261.606568498164 |
| 2012-08-01 | 261.957358847251 |
| 2012-09-01 | 262.409185346233 |
| 2012-10-01 | 261.983245536848 |
| 2012-11-01 | 262.323533578575 |
| 2012-12-01 | 262.867134192198 |
| 2013-01-01 | 262.316115024146 |
| 2013-02-01 | 263.426365918573 |
| 2013-03-01 | 263.629549936247 |
| 2013-04-01 | 264.967536062716 |
| 2013-05-01 | 265.624396567560 |
| 2013-06-01 | 265.944950550570 |
| 2013-07-01 | 266.226244155515 |
| 2013-08-01 | 267.611909588951 |
| 2013-09-01 | 269.039969611034 |
| 2013-10-01 | 269.525194435528 |
| 2013-11-01 | 270.909347292819 |
| 2013-12-01 | 271.248636853690 |
| 2014-01-01 | 272.845127271867 |
| 2014-02-01 | 273.701284174299 |
| 2014-03-01 | 274.491836702004 |
| 2014-04-01 | 274.729625467845 |
| 2014-05-01 | 275.633922301418 |
| 2014-06-01 | 276.726907956261 |
| 2014-07-01 | 277.204148933627 |
| 2014-08-01 | 278.728836986446 |
| 2014-09-01 | 279.404334091854 |
| 2014-10-01 | 281.116127487959 |
| 2014-11-01 | 282.317753852071 |
| 2014-12-01 | 283.514813738111 |
| 2015-01-01 | 282.484490131287 |
| 2015-02-01 | 282.962635523348 |
| 2015-03-01 | 283.330845197989 |
| 2015-04-01 | 285.815393705697 |
| 2015-05-01 | 287.603755889688 |
| 2015-06-01 | 288.804992001688 |
| 2015-07-01 | 290.060070549430 |
| 2015-08-01 | 290.817008132353 |
| 2015-09-01 | 290.258874056003 |
| 2015-10-01 | 292.225643217242 |
| 2015-11-01 | 293.472130562138 |
| 2015-12-01 | 294.337577748531 |
| 2016-01-01 | 295.367978351928 |
| 2016-02-01 | 296.043841921385 |
| 2016-03-01 | 296.515400666557 |
| 2016-04-01 | 296.878906238655 |
| 2016-05-01 | 297.503805812381 |
| 2016-06-01 | 297.788559555758 |
| 2016-07-01 | 298.921033582976 |
| 2016-08-01 | 299.781959432691 |
| 2016-09-01 | 301.171705603050 |
| 2016-10-01 | 301.727111803088 |
| 2016-11-01 | 301.931939761613 |
| 2016-12-01 | 302.070146836934 |
| 2017-01-01 | 304.495990687406 |
| 2017-02-01 | 305.586826943081 |
| 2017-03-01 | 306.636818148717 |
| 2017-04-01 | 307.228534876213 |
| 2017-05-01 | 307.368423192785 |
| 2017-06-01 | 308.826362689907 |
| 2017-07-01 | 306.476973036748 |
| 2017-08-01 | 307.332305513418 |
| 2017-09-01 | 308.333054987763 |
| 2017-10-01 | 308.215421268963 |
| 2017-11-01 | 308.723807403098 |
| 2017-12-01 | 309.553311282049 |
| 2018-01-01 | 310.457998228170 |
| 2018-02-01 | 310.829521260685 |
| 2018-03-01 | 311.750842193737 |
| 2018-04-01 | 311.000989335503 |
| 2018-05-01 | 311.741549270676 |
| 2018-06-01 | 313.480741263421 |
| 2018-07-01 | 314.443909169711 |
| 2018-08-01 | 315.372082013769 |
| 2018-09-01 | 315.495188193754 |
| 2018-10-01 | 315.622001528278 |
| 2018-11-01 | 316.083571075780 |
| 2018-12-01 | 317.043844830766 |
| 2019-01-01 | 317.070770949785 |
| 2019-02-01 | 318.420456753813 |
| 2019-03-01 | 319.344148571152 |
| 2019-04-01 | 319.940260039440 |
| 2019-05-01 | 321.166431623791 |
| 2019-06-01 | 321.971606501591 |
| 2019-07-01 | 322.050385690123 |
| 2019-08-01 | 323.183829846662 |
| 2019-09-01 | 323.046554441833 |
| 2019-10-01 | 323.543425201622 |
| 2019-11-01 | 324.333389686370 |
| 2019-12-01 | 324.496752681957 |
| 2020-01-01 | 325.623483280739 |
| 2020-02-01 | 326.631212352721 |
| 2020-03-01 | 326.081843226402 |
| 2020-04-01 | 285.157697711330 |
| 2020-05-01 | 297.220249720577 |
| 2020-06-01 | 304.951333173893 |
| 2020-07-01 | 306.133843923559 |
| 2020-08-01 | 307.152153662504 |
| 2020-09-01 | 308.713553092059 |
| 2020-10-01 | 311.788961029468 |
| 2020-11-01 | 313.246104695685 |
| 2020-12-01 | 314.642235104414 |
| 2021-01-01 | 315.853153719018 |
| 2021-02-01 | 314.068271803939 |
| 2021-03-01 | 316.411856583309 |
| 2021-04-01 | 316.524713563191 |
| 2021-05-01 | 316.329717520888 |
| 2021-06-01 | 317.241542953335 |
| 2021-07-01 | 319.629965159004 |
| 2021-08-01 | 319.052315130876 |
| 2021-09-01 | 317.996796292720 |
| 2021-10-01 | 320.372588088451 |
| 2021-11-01 | 320.727864265631 |
| 2021-12-01 | 322.002973775509 |
| 2022-01-01 | 321.840231230587 |
| 2022-02-01 | 322.408627994998 |
| 2022-03-01 | 322.929645945016 |
| 2022-04-01 | 326.845711051717 |
| 2022-05-01 | 327.689150441863 |
| 2022-06-01 | 327.946233220535 |
| 2022-07-01 | 331.344189392538 |
| 2022-08-01 | 332.110337232760 |
| 2022-09-01 | 333.849245009205 |
| 2022-10-01 | 335.264884534814 |
| 2022-11-01 | 336.972563573768 |
| 2022-12-01 | 337.468144995987 |
| 2023-01-01 | 339.942075385747 |
| 2023-02-01 | 341.217241071207 |
| 2023-03-01 | 343.635438749804 |
| 2023-04-01 | 345.416858017411 |
| 2023-05-01 | 347.558657636954 |
| 2023-06-01 | 348.887500840983 |
| 2023-07-01 | 348.163290633736 |
| 2023-08-01 | 348.617875795644 |
| 2023-09-01 | 349.553558677025 |
| 2023-10-01 | 350.064251586808 |
| 2023-11-01 | 350.898543965132 |
| 2023-12-01 | 351.890176793823 |
| 2024-01-01 | 351.454160936221 |
| 2024-02-01 | 353.260955419423 |
| 2024-03-01 | 353.104710778554 |
| 2024-04-01 | 353.871835316458 |
| 2024-05-01 | 354.355977468450 |
| 2024-06-01 | 354.889338482306 |
| 2024-07-01 | 355.262143860177 |
| 2024-08-01 | 356.693566667270 |
| 2024-09-01 | 357.356866876265 |
| 2024-10-01 | 358.762083810006 |
| 2024-11-01 | 359.903433461370 |
| 2024-12-01 | 360.954163030932 |
| 2025-01-01 | 362.430526495891 |
| 2025-02-01 | 363.699699352984 |
| 2025-03-01 | 363.841719859119 |
| 2025-04-01 | 365.165570544653 |
| 2025-05-01 | 365.763179772675 |
| 2025-06-01 | 364.340119239154 |
| 2025-07-01 | 366.182478960934 |
| 2025-08-01 | 366.798821574975 |
| 2025-09-01 | 367.145096831181 |
| 2025-10-01 | 364.613745389734 |
| 2025-11-01 | 365.802313104438 |
| 2025-12-01 | 365.154210772894 |
| 2026-01-01 | 365.654195704661 |
| 2026-02-01 | 364.493782758829 |
| 2026-03-01 | 367.422142013607 |
| 2026-04-01 | 365.789870896056 |
| 2026-05-01 | 365.419748878897 |