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 2026-08-01 |
| Last Updated | 2026-09-18 11:40 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 | 108.6714895914 |
| 1990-02-01 | 109.6616326138 |
| 1990-03-01 | 110.1715497414 |
| 1990-04-01 | 110.7058106609 |
| 1990-05-01 | 111.7322209988 |
| 1990-06-01 | 112.4339288390 |
| 1990-07-01 | 113.2997273693 |
| 1990-08-01 | 114.3777548457 |
| 1990-09-01 | 114.2046398324 |
| 1990-10-01 | 114.5115773479 |
| 1990-11-01 | 115.3944726213 |
| 1990-12-01 | 115.6432117154 |
| 1991-01-01 | 114.2477975069 |
| 1991-02-01 | 114.9194670536 |
| 1991-03-01 | 116.0057398230 |
| 1991-04-01 | 117.2195391101 |
| 1991-05-01 | 117.6542646156 |
| 1991-06-01 | 117.9368455055 |
| 1991-07-01 | 119.2049779737 |
| 1991-08-01 | 119.5022553187 |
| 1991-09-01 | 119.7605509460 |
| 1991-10-01 | 120.4503521614 |
| 1991-11-01 | 120.9192113105 |
| 1991-12-01 | 121.5540563122 |
| 1992-01-01 | 122.6599008414 |
| 1992-02-01 | 123.3457552239 |
| 1992-03-01 | 123.5700310560 |
| 1992-04-01 | 123.8100640547 |
| 1992-05-01 | 124.0381851167 |
| 1992-06-01 | 124.2836854299 |
| 1992-07-01 | 124.6612890899 |
| 1992-08-01 | 125.9683155949 |
| 1992-09-01 | 126.3282365195 |
| 1992-10-01 | 127.4724539603 |
| 1992-11-01 | 127.1365809344 |
| 1992-12-01 | 127.6375009098 |
| 1993-01-01 | 127.8189382402 |
| 1993-02-01 | 127.9937608177 |
| 1993-03-01 | 128.6148985465 |
| 1993-04-01 | 127.5048151284 |
| 1993-05-01 | 127.9418242962 |
| 1993-06-01 | 128.4330402038 |
| 1993-07-01 | 128.9840225297 |
| 1993-08-01 | 129.0764228790 |
| 1993-09-01 | 129.8531000040 |
| 1993-10-01 | 129.8552795904 |
| 1993-11-01 | 130.1911168604 |
| 1993-12-01 | 130.7503747556 |
| 1994-01-01 | 130.8365753732 |
| 1994-02-01 | 131.0245015990 |
| 1994-03-01 | 131.2134078943 |
| 1994-04-01 | 132.9565207458 |
| 1994-05-01 | 133.1004778595 |
| 1994-06-01 | 133.9678615762 |
| 1994-07-01 | 134.7104176579 |
| 1994-08-01 | 134.6745606372 |
| 1994-09-01 | 135.1444003794 |
| 1994-10-01 | 135.7652225196 |
| 1994-11-01 | 136.5502916413 |
| 1994-12-01 | 136.9608729806 |
| 1995-01-01 | 137.1984141581 |
| 1995-02-01 | 137.8343023797 |
| 1995-03-01 | 138.5224354254 |
| 1995-04-01 | 140.5019633872 |
| 1995-05-01 | 140.8620484499 |
| 1995-06-01 | 141.6214646237 |
| 1995-07-01 | 141.9087402584 |
| 1995-08-01 | 142.7209813799 |
| 1995-09-01 | 143.4973318258 |
| 1995-10-01 | 144.5240011242 |
| 1995-11-01 | 145.3162617900 |
| 1995-12-01 | 145.8046001640 |
| 1996-01-01 | 146.2847893499 |
| 1996-02-01 | 146.5074249607 |
| 1996-03-01 | 147.4227102994 |
| 1996-04-01 | 147.0279378481 |
| 1996-05-01 | 147.6628996011 |
| 1996-06-01 | 147.7492165869 |
| 1996-07-01 | 147.0285579288 |
| 1996-08-01 | 147.6958976847 |
| 1996-09-01 | 148.3199900280 |
| 1996-10-01 | 149.9375811355 |
| 1996-11-01 | 150.7680524644 |
| 1996-12-01 | 151.1418560185 |
| 1997-01-01 | 153.3421477875 |
| 1997-02-01 | 154.3509901240 |
| 1997-03-01 | 155.1944413004 |
| 1997-04-01 | 155.1338723979 |
| 1997-05-01 | 156.5186128849 |
| 1997-06-01 | 156.9395870149 |
| 1997-07-01 | 157.9190147510 |
| 1997-08-01 | 158.7204229478 |
| 1997-09-01 | 159.8372718678 |
| 1997-10-01 | 158.4215004290 |
| 1997-11-01 | 158.5884294790 |
| 1997-12-01 | 158.6172784294 |
| 1998-01-01 | 158.6445634402 |
| 1998-02-01 | 159.1233376390 |
| 1998-03-01 | 159.0576606292 |
| 1998-04-01 | 160.4349107739 |
| 1998-05-01 | 160.1168002861 |
| 1998-06-01 | 160.5728603035 |
| 1998-07-01 | 160.4837964447 |
| 1998-08-01 | 160.5415322504 |
| 1998-09-01 | 160.6983942714 |
| 1998-10-01 | 159.7521346036 |
| 1998-11-01 | 160.7913038906 |
| 1998-12-01 | 160.8949736399 |
| 1999-01-01 | 160.9035543411 |
| 1999-02-01 | 160.8789909233 |
| 1999-03-01 | 160.8667750508 |
| 1999-04-01 | 160.7031859538 |
| 1999-05-01 | 160.4087587197 |
| 1999-06-01 | 160.6654527044 |
| 1999-07-01 | 161.5296672134 |
| 1999-08-01 | 162.2219235964 |
| 1999-09-01 | 162.7126745493 |
| 1999-10-01 | 163.5691339026 |
| 1999-11-01 | 163.7685407329 |
| 1999-12-01 | 164.0129430495 |
| 2000-01-01 | 163.4436532495 |
| 2000-02-01 | 163.2947943121 |
| 2000-03-01 | 164.3720405427 |
| 2000-04-01 | 164.2612862617 |
| 2000-05-01 | 164.8810173662 |
| 2000-06-01 | 165.1807337625 |
| 2000-07-01 | 165.6991536480 |
| 2000-08-01 | 165.9255700545 |
| 2000-09-01 | 167.1540792241 |
| 2000-10-01 | 166.9994657102 |
| 2000-11-01 | 167.1364806405 |
| 2000-12-01 | 167.4073526022 |
| 2001-01-01 | 169.5849780439 |
| 2001-02-01 | 170.3702958094 |
| 2001-03-01 | 170.8777320930 |
| 2001-04-01 | 171.5844882171 |
| 2001-05-01 | 172.6027330710 |
| 2001-06-01 | 174.6839657850 |
| 2001-07-01 | 174.3428881930 |
| 2001-08-01 | 174.6940758926 |
| 2001-09-01 | 174.7925050278 |
| 2001-10-01 | 175.0178042247 |
| 2001-11-01 | 175.4819363080 |
| 2001-12-01 | 175.9003281552 |
| 2002-01-01 | 177.5719243135 |
| 2002-02-01 | 178.0600965861 |
| 2002-03-01 | 178.2268283031 |
| 2002-04-01 | 179.0168562716 |
| 2002-05-01 | 179.9514117960 |
| 2002-06-01 | 179.6028078478 |
| 2002-07-01 | 178.6856760386 |
| 2002-08-01 | 179.8738792894 |
| 2002-09-01 | 180.4305468038 |
| 2002-10-01 | 180.3374889377 |
| 2002-11-01 | 181.4236510377 |
| 2002-12-01 | 182.1365220333 |
| 2003-01-01 | 184.9843629917 |
| 2003-02-01 | 184.7076840446 |
| 2003-03-01 | 185.1888533594 |
| 2003-04-01 | 184.7076080884 |
| 2003-05-01 | 185.1428880797 |
| 2003-06-01 | 185.4792498154 |
| 2003-07-01 | 186.2074232024 |
| 2003-08-01 | 186.5293410499 |
| 2003-09-01 | 186.5145114995 |
| 2003-10-01 | 187.3595778070 |
| 2003-11-01 | 187.5418526850 |
| 2003-12-01 | 187.1495965192 |
| 2004-01-01 | 186.4800260993 |
| 2004-02-01 | 186.8803536900 |
| 2004-03-01 | 187.5886716959 |
| 2004-04-01 | 188.7808923392 |
| 2004-05-01 | 189.2842971327 |
| 2004-06-01 | 188.6388466880 |
| 2004-07-01 | 190.3531074719 |
| 2004-08-01 | 190.7428195579 |
| 2004-09-01 | 191.2652107125 |
| 2004-10-01 | 192.9826126810 |
| 2004-11-01 | 193.8805665020 |
| 2004-12-01 | 194.9175503871 |
| 2005-01-01 | 193.9495518395 |
| 2005-02-01 | 194.3357562946 |
| 2005-03-01 | 194.7491511347 |
| 2005-04-01 | 196.2084246482 |
| 2005-05-01 | 196.5578717823 |
| 2005-06-01 | 196.0059048177 |
| 2005-07-01 | 198.8365143876 |
| 2005-08-01 | 198.5277387568 |
| 2005-09-01 | 199.5079075831 |
| 2005-10-01 | 200.8247333896 |
| 2005-11-01 | 201.0322183326 |
| 2005-12-01 | 201.3490358070 |
| 2006-01-01 | 203.2047854779 |
| 2006-02-01 | 203.3930706849 |
| 2006-03-01 | 203.0116961648 |
| 2006-04-01 | 204.4974156520 |
| 2006-05-01 | 204.8814142691 |
| 2006-06-01 | 206.9721833020 |
| 2006-07-01 | 206.7833499670 |
| 2006-08-01 | 209.3301074272 |
| 2006-09-01 | 210.4443767776 |
| 2006-10-01 | 210.6130561952 |
| 2006-11-01 | 211.4554085968 |
| 2006-12-01 | 213.2366125335 |
| 2007-01-01 | 213.0667380612 |
| 2007-02-01 | 215.0460414163 |
| 2007-03-01 | 216.9515457319 |
| 2007-04-01 | 217.0745767231 |
| 2007-05-01 | 218.2247263084 |
| 2007-06-01 | 218.9978007659 |
| 2007-07-01 | 219.0956428543 |
| 2007-08-01 | 220.3152245864 |
| 2007-09-01 | 220.9852166150 |
| 2007-10-01 | 221.5917762876 |
| 2007-11-01 | 222.7411206181 |
| 2007-12-01 | 223.2063699948 |
| 2008-01-01 | 224.9794799941 |
| 2008-02-01 | 226.6574603937 |
| 2008-03-01 | 226.2793281231 |
| 2008-04-01 | 225.3803576977 |
| 2008-05-01 | 227.4583292787 |
| 2008-06-01 | 226.9160835494 |
| 2008-07-01 | 228.2890081864 |
| 2008-08-01 | 228.7452989665 |
| 2008-09-01 | 229.3758579254 |
| 2008-10-01 | 229.5551727845 |
| 2008-11-01 | 230.9245356740 |
| 2008-12-01 | 232.1209205851 |
| 2009-01-01 | 233.4448367289 |
| 2009-02-01 | 234.1112518354 |
| 2009-03-01 | 235.1222686867 |
| 2009-04-01 | 235.9467155098 |
| 2009-05-01 | 236.9963135636 |
| 2009-06-01 | 238.1745343246 |
| 2009-07-01 | 239.8233104139 |
| 2009-08-01 | 240.2790809617 |
| 2009-09-01 | 241.5401367490 |
| 2009-10-01 | 243.4870357689 |
| 2009-11-01 | 244.0402024757 |
| 2009-12-01 | 244.7609379120 |
| 2010-01-01 | 243.9852707215 |
| 2010-02-01 | 244.8193712080 |
| 2010-03-01 | 246.2401884940 |
| 2010-04-01 | 247.5852586316 |
| 2010-05-01 | 248.3867856483 |
| 2010-06-01 | 249.3515552354 |
| 2010-07-01 | 249.1830850547 |
| 2010-08-01 | 249.9694883327 |
| 2010-09-01 | 249.9434586612 |
| 2010-10-01 | 251.3949714183 |
| 2010-11-01 | 251.6135461105 |
| 2010-12-01 | 252.3072898757 |
| 2011-01-01 | 252.9555912972 |
| 2011-02-01 | 252.2219043899 |
| 2011-03-01 | 253.9134585512 |
| 2011-04-01 | 254.8582579544 |
| 2011-05-01 | 255.6402591122 |
| 2011-06-01 | 256.7144677685 |
| 2011-07-01 | 258.0907449508 |
| 2011-08-01 | 258.2092462603 |
| 2011-09-01 | 259.5803949713 |
| 2011-10-01 | 258.8150550274 |
| 2011-11-01 | 259.1296578274 |
| 2011-12-01 | 260.1394526264 |
| 2012-01-01 | 260.7228510707 |
| 2012-02-01 | 261.4676401311 |
| 2012-03-01 | 262.0971476531 |
| 2012-04-01 | 261.6827709429 |
| 2012-05-01 | 261.3876726054 |
| 2012-06-01 | 261.7299128262 |
| 2012-07-01 | 261.6061707542 |
| 2012-08-01 | 261.9576019713 |
| 2012-09-01 | 262.4091381568 |
| 2012-10-01 | 261.9830108443 |
| 2012-11-01 | 262.3229088142 |
| 2012-12-01 | 262.8661739509 |
| 2013-01-01 | 262.3151153193 |
| 2013-02-01 | 263.4265557923 |
| 2013-03-01 | 263.6325158619 |
| 2013-04-01 | 264.9678524117 |
| 2013-05-01 | 265.6245770143 |
| 2013-06-01 | 265.9451334911 |
| 2013-07-01 | 266.2257939819 |
| 2013-08-01 | 267.6120574365 |
| 2013-09-01 | 269.0396033311 |
| 2013-10-01 | 269.5246316416 |
| 2013-11-01 | 270.9079000818 |
| 2013-12-01 | 271.2458880971 |
| 2014-01-01 | 272.8442986164 |
| 2014-02-01 | 273.7022827253 |
| 2014-03-01 | 274.4973292107 |
| 2014-04-01 | 274.7307967582 |
| 2014-05-01 | 275.6344852426 |
| 2014-06-01 | 276.7267389306 |
| 2014-07-01 | 277.2033080384 |
| 2014-08-01 | 278.7292361022 |
| 2014-09-01 | 279.4034907390 |
| 2014-10-01 | 281.1144181445 |
| 2014-11-01 | 282.3148592838 |
| 2014-12-01 | 283.5092478663 |
| 2015-01-01 | 282.4818394462 |
| 2015-02-01 | 282.9613915588 |
| 2015-03-01 | 283.3494682508 |
| 2015-04-01 | 285.8157082806 |
| 2015-05-01 | 287.6042269109 |
| 2015-06-01 | 288.8045812965 |
| 2015-07-01 | 290.0588678599 |
| 2015-08-01 | 290.8167173776 |
| 2015-09-01 | 290.2569889801 |
| 2015-10-01 | 292.2223864955 |
| 2015-11-01 | 293.4668048650 |
| 2015-12-01 | 294.3276963770 |
| 2016-01-01 | 295.3621241228 |
| 2016-02-01 | 296.0400256286 |
| 2016-03-01 | 296.5498715864 |
| 2016-04-01 | 296.8807381125 |
| 2016-05-01 | 297.5064432909 |
| 2016-06-01 | 297.7889163376 |
| 2016-07-01 | 298.9191487033 |
| 2016-08-01 | 299.7800370922 |
| 2016-09-01 | 301.1676873026 |
| 2016-10-01 | 301.7209528327 |
| 2016-11-01 | 301.9221271409 |
| 2016-12-01 | 302.0548210174 |
| 2017-01-01 | 304.4845522122 |
| 2017-02-01 | 305.5779022656 |
| 2017-03-01 | 306.6889037705 |
| 2017-04-01 | 307.2387525292 |
| 2017-05-01 | 307.3872625448 |
| 2017-06-01 | 308.8201209910 |
| 2017-07-01 | 306.4699693181 |
| 2017-08-01 | 307.3257501409 |
| 2017-09-01 | 308.3247192252 |
| 2017-10-01 | 308.2057124766 |
| 2017-11-01 | 308.7078556648 |
| 2017-12-01 | 309.5325436335 |
| 2018-01-01 | 310.4441260609 |
| 2018-02-01 | 310.8199688094 |
| 2018-03-01 | 311.8139525115 |
| 2018-04-01 | 311.0271316990 |
| 2018-05-01 | 311.7796623400 |
| 2018-06-01 | 313.4662360485 |
| 2018-07-01 | 314.4234153131 |
| 2018-08-01 | 315.3612391459 |
| 2018-09-01 | 315.4803881485 |
| 2018-10-01 | 315.6071278078 |
| 2018-11-01 | 316.0612289827 |
| 2018-12-01 | 317.0229498208 |
| 2019-01-01 | 317.0514489372 |
| 2019-02-01 | 318.3990162212 |
| 2019-03-01 | 319.4493509709 |
| 2019-04-01 | 319.9886449915 |
| 2019-05-01 | 321.2198688859 |
| 2019-06-01 | 321.9178934108 |
| 2019-07-01 | 322.0202725803 |
| 2019-08-01 | 323.1686486933 |
| 2019-09-01 | 323.0246084920 |
| 2019-10-01 | 323.5255854647 |
| 2019-11-01 | 324.3083591534 |
| 2019-12-01 | 324.4807885380 |
| 2020-01-01 | 325.6062153723 |
| 2020-02-01 | 326.6071768265 |
| 2020-03-01 | 326.2210851066 |
| 2020-04-01 | 285.2208847999 |
| 2020-05-01 | 297.2757418167 |
| 2020-06-01 | 304.8402186393 |
| 2020-07-01 | 306.1037842682 |
| 2020-08-01 | 307.1373175905 |
| 2020-09-01 | 308.6875534638 |
| 2020-10-01 | 311.7699864695 |
| 2020-11-01 | 313.2244174912 |
| 2020-12-01 | 314.6371795366 |
| 2021-01-01 | 315.8509634318 |
| 2021-02-01 | 314.0516780004 |
| 2021-03-01 | 316.5783690737 |
| 2021-04-01 | 316.6095101653 |
| 2021-05-01 | 316.3810006903 |
| 2021-06-01 | 317.0475056099 |
| 2021-07-01 | 319.5911658016 |
| 2021-08-01 | 319.0309090433 |
| 2021-09-01 | 317.9687434537 |
| 2021-10-01 | 320.3574428486 |
| 2021-11-01 | 320.7164485358 |
| 2021-12-01 | 322.0167854412 |
| 2022-01-01 | 321.8753916889 |
| 2022-02-01 | 322.4301027404 |
| 2022-03-01 | 323.1108424431 |
| 2022-04-01 | 326.9350160253 |
| 2022-05-01 | 327.7111519895 |
| 2022-06-01 | 327.6515645696 |
| 2022-07-01 | 331.2812950763 |
| 2022-08-01 | 332.0752777928 |
| 2022-09-01 | 333.8187059975 |
| 2022-10-01 | 335.2683146428 |
| 2022-11-01 | 336.9752277389 |
| 2022-12-01 | 337.5133738670 |
| 2023-01-01 | 340.0312242225 |
| 2023-02-01 | 341.3214539258 |
| 2023-03-01 | 343.8525209233 |
| 2023-04-01 | 345.5594616404 |
| 2023-05-01 | 347.4788186361 |
| 2023-06-01 | 348.4069750671 |
| 2023-07-01 | 348.0174859760 |
| 2023-08-01 | 348.6128536875 |
| 2023-09-01 | 349.5090906238 |
| 2023-10-01 | 350.1103888546 |
| 2023-11-01 | 350.9345396184 |
| 2023-12-01 | 351.9717367394 |
| 2024-01-01 | 351.6276560915 |
| 2024-02-01 | 353.4986755544 |
| 2024-03-01 | 353.3010650995 |
| 2024-04-01 | 354.0856540276 |
| 2024-05-01 | 354.2177242156 |
| 2024-06-01 | 354.1785907364 |
| 2024-07-01 | 354.9364476272 |
| 2024-08-01 | 356.7773998268 |
| 2024-09-01 | 357.2967247201 |
| 2024-10-01 | 358.8601273532 |
| 2024-11-01 | 359.9781281343 |
| 2024-12-01 | 361.0724563026 |
| 2025-01-01 | 362.6917221820 |
| 2025-02-01 | 364.0809979402 |
| 2025-03-01 | 364.0047662697 |
| 2025-04-01 | 365.4781909734 |
| 2025-05-01 | 365.5701242680 |
| 2025-06-01 | 363.4026589017 |
| 2025-07-01 | 365.6210773336 |
| 2025-08-01 | 366.9979002948 |
| 2025-09-01 | 367.0679258588 |
| 2025-10-01 | 364.7606392295 |
| 2025-11-01 | 365.9197509677 |
| 2025-12-01 | 365.3024520277 |
| 2026-01-01 | 365.9902388599 |
| 2026-02-01 | 364.9815974226 |
| 2026-03-01 | 367.5398421799 |
| 2026-04-01 | 366.1587663651 |
| 2026-05-01 | 365.6373915594 |
| 2026-06-01 | 370.7853231131 |
| 2026-07-01 | 371.8911207458 |
| 2026-08-01 | 368.6220027261 |