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 2026-09-01 |
| Last Updated | 2026-10-20 10:47 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 | 108.7716003416 |
| 1990-02-01 | 109.8934930394 |
| 1990-03-01 | 110.3470323471 |
| 1990-04-01 | 110.7553355601 |
| 1990-05-01 | 111.7941480459 |
| 1990-06-01 | 112.5215386281 |
| 1990-07-01 | 113.2698689263 |
| 1990-08-01 | 114.2484322751 |
| 1990-09-01 | 114.1015278285 |
| 1990-10-01 | 114.3229374389 |
| 1990-11-01 | 115.2478836216 |
| 1990-12-01 | 115.5423469419 |
| 1991-01-01 | 114.3455359945 |
| 1991-02-01 | 115.1392437979 |
| 1991-03-01 | 116.1910617213 |
| 1991-04-01 | 117.2592969082 |
| 1991-05-01 | 117.7135329965 |
| 1991-06-01 | 118.0180029169 |
| 1991-07-01 | 119.1771452059 |
| 1991-08-01 | 119.3831332077 |
| 1991-09-01 | 119.6662160201 |
| 1991-10-01 | 120.2772682027 |
| 1991-11-01 | 120.7870606692 |
| 1991-12-01 | 121.4654392005 |
| 1992-01-01 | 122.7414425147 |
| 1992-02-01 | 123.5422949121 |
| 1992-03-01 | 123.7546206508 |
| 1992-04-01 | 123.8295626722 |
| 1992-05-01 | 124.0856569788 |
| 1992-06-01 | 124.3511924219 |
| 1992-07-01 | 124.6308270101 |
| 1992-08-01 | 125.8758912676 |
| 1992-09-01 | 126.2504193272 |
| 1992-10-01 | 127.3319919713 |
| 1992-11-01 | 127.0392771146 |
| 1992-12-01 | 127.5785611134 |
| 1993-01-01 | 127.8729988708 |
| 1993-02-01 | 128.1271094383 |
| 1993-03-01 | 128.7794244499 |
| 1993-04-01 | 127.5110671321 |
| 1993-05-01 | 127.9719517203 |
| 1993-06-01 | 128.4727782269 |
| 1993-07-01 | 128.9560864322 |
| 1993-08-01 | 129.0197386532 |
| 1993-09-01 | 129.8009922099 |
| 1993-10-01 | 129.7573745166 |
| 1993-11-01 | 130.1360705504 |
| 1993-12-01 | 130.7205639124 |
| 1994-01-01 | 130.8629820372 |
| 1994-02-01 | 131.0984635100 |
| 1994-03-01 | 131.3439138188 |
| 1994-04-01 | 132.9428602767 |
| 1994-05-01 | 133.1165937146 |
| 1994-06-01 | 133.9850526786 |
| 1994-07-01 | 134.6839558792 |
| 1994-08-01 | 134.6485333706 |
| 1994-09-01 | 135.1153176439 |
| 1994-10-01 | 135.7113919076 |
| 1994-11-01 | 136.5290134507 |
| 1994-12-01 | 136.9530733256 |
| 1995-01-01 | 137.2076000736 |
| 1995-02-01 | 137.8528107980 |
| 1995-03-01 | 138.6204749426 |
| 1995-04-01 | 140.4889384090 |
| 1995-05-01 | 140.8667849940 |
| 1995-06-01 | 141.6201001215 |
| 1995-07-01 | 141.8904407055 |
| 1995-08-01 | 142.7113945049 |
| 1995-09-01 | 143.4859101377 |
| 1995-10-01 | 144.4965332272 |
| 1995-11-01 | 145.3099224097 |
| 1995-12-01 | 145.8005820723 |
| 1996-01-01 | 146.2868260280 |
| 1996-02-01 | 146.5113886912 |
| 1996-03-01 | 147.4874660945 |
| 1996-04-01 | 147.0199422687 |
| 1996-05-01 | 147.6612204390 |
| 1996-06-01 | 147.7466701387 |
| 1996-07-01 | 147.0126331768 |
| 1996-08-01 | 147.6922234865 |
| 1996-09-01 | 148.3155806885 |
| 1996-10-01 | 149.9252355770 |
| 1996-11-01 | 150.7661012022 |
| 1996-12-01 | 151.1392739941 |
| 1997-01-01 | 153.3421198905 |
| 1997-02-01 | 154.3496487299 |
| 1997-03-01 | 155.2318870766 |
| 1997-04-01 | 155.1402454523 |
| 1997-05-01 | 156.5147139668 |
| 1997-06-01 | 156.9370911399 |
| 1997-07-01 | 157.9041046203 |
| 1997-08-01 | 158.7199547823 |
| 1997-09-01 | 159.8359644807 |
| 1997-10-01 | 158.4071694996 |
| 1997-11-01 | 158.5897199524 |
| 1997-12-01 | 158.6161979777 |
| 1998-01-01 | 158.6461555931 |
| 1998-02-01 | 159.1256724580 |
| 1998-03-01 | 159.0742344616 |
| 1998-04-01 | 160.4420611128 |
| 1998-05-01 | 160.1173295202 |
| 1998-06-01 | 160.5720617183 |
| 1998-07-01 | 160.4734411321 |
| 1998-08-01 | 160.5414495531 |
| 1998-09-01 | 160.6979048306 |
| 1998-10-01 | 159.7378264172 |
| 1998-11-01 | 160.7932544497 |
| 1998-12-01 | 160.8952936159 |
| 1999-01-01 | 160.9051015216 |
| 1999-02-01 | 160.8803887127 |
| 1999-03-01 | 160.8753240144 |
| 1999-04-01 | 160.7100852118 |
| 1999-05-01 | 160.4092574264 |
| 1999-06-01 | 160.6650967944 |
| 1999-07-01 | 161.5244555611 |
| 1999-08-01 | 162.2221419371 |
| 1999-09-01 | 162.7129040326 |
| 1999-10-01 | 163.5548472630 |
| 1999-11-01 | 163.7708464461 |
| 1999-12-01 | 164.0142996219 |
| 2000-01-01 | 163.4454542400 |
| 2000-02-01 | 163.2964521814 |
| 2000-03-01 | 164.3739586351 |
| 2000-04-01 | 164.2674997011 |
| 2000-05-01 | 164.8813253649 |
| 2000-06-01 | 165.1800968024 |
| 2000-07-01 | 165.6983149687 |
| 2000-08-01 | 165.9253445749 |
| 2000-09-01 | 167.1539159058 |
| 2000-10-01 | 166.9892243141 |
| 2000-11-01 | 167.1377381006 |
| 2000-12-01 | 167.4086255056 |
| 2001-01-01 | 169.5861383324 |
| 2001-02-01 | 170.3712304714 |
| 2001-03-01 | 170.8785962231 |
| 2001-04-01 | 171.5890806470 |
| 2001-05-01 | 172.6027162432 |
| 2001-06-01 | 174.6835993304 |
| 2001-07-01 | 174.3424916157 |
| 2001-08-01 | 174.6939347873 |
| 2001-09-01 | 174.7919562703 |
| 2001-10-01 | 175.0121462680 |
| 2001-11-01 | 175.4825182273 |
| 2001-12-01 | 175.9010352402 |
| 2002-01-01 | 177.5726928911 |
| 2002-02-01 | 178.0609748108 |
| 2002-03-01 | 178.2278965690 |
| 2002-04-01 | 179.0176440839 |
| 2002-05-01 | 179.9519502799 |
| 2002-06-01 | 179.6029086175 |
| 2002-07-01 | 178.6854103535 |
| 2002-08-01 | 179.8734428013 |
| 2002-09-01 | 180.4295488340 |
| 2002-10-01 | 180.3367637997 |
| 2002-11-01 | 181.4232075960 |
| 2002-12-01 | 182.1365891816 |
| 2003-01-01 | 184.9847855263 |
| 2003-02-01 | 184.7081854884 |
| 2003-03-01 | 185.1892471790 |
| 2003-04-01 | 184.7078764450 |
| 2003-05-01 | 185.1432080200 |
| 2003-06-01 | 185.4791978223 |
| 2003-07-01 | 186.2071575073 |
| 2003-08-01 | 186.5291782427 |
| 2003-09-01 | 186.5141506549 |
| 2003-10-01 | 187.3593958415 |
| 2003-11-01 | 187.5417731926 |
| 2003-12-01 | 187.1496764163 |
| 2004-01-01 | 186.4801805435 |
| 2004-02-01 | 186.8805079010 |
| 2004-03-01 | 187.5887503739 |
| 2004-04-01 | 188.7809140181 |
| 2004-05-01 | 189.2844280872 |
| 2004-06-01 | 188.6387910043 |
| 2004-07-01 | 190.3529468137 |
| 2004-08-01 | 190.7427849545 |
| 2004-09-01 | 191.2651861331 |
| 2004-10-01 | 192.9826004486 |
| 2004-11-01 | 193.8805780247 |
| 2004-12-01 | 194.9175668971 |
| 2005-01-01 | 193.9495732680 |
| 2005-02-01 | 194.3357654063 |
| 2005-03-01 | 194.7491536883 |
| 2005-04-01 | 196.2084236035 |
| 2005-05-01 | 196.5579469128 |
| 2005-06-01 | 196.0059033026 |
| 2005-07-01 | 198.8364383182 |
| 2005-08-01 | 198.5277311549 |
| 2005-09-01 | 199.5079011384 |
| 2005-10-01 | 200.8247294155 |
| 2005-11-01 | 201.0322252905 |
| 2005-12-01 | 201.3490349998 |
| 2006-01-01 | 203.2047957155 |
| 2006-02-01 | 203.3930751754 |
| 2006-03-01 | 203.0117021618 |
| 2006-04-01 | 204.4974243452 |
| 2006-05-01 | 204.8814215964 |
| 2006-06-01 | 206.9721862808 |
| 2006-07-01 | 206.7833294985 |
| 2006-08-01 | 209.3301002477 |
| 2006-09-01 | 210.4443729383 |
| 2006-10-01 | 210.6130561922 |
| 2006-11-01 | 211.4554133215 |
| 2006-12-01 | 213.2366067045 |
| 2007-01-01 | 213.0667453486 |
| 2007-02-01 | 215.0460442563 |
| 2007-03-01 | 216.9515483109 |
| 2007-04-01 | 217.0745809989 |
| 2007-05-01 | 218.2247303826 |
| 2007-06-01 | 218.9978033186 |
| 2007-07-01 | 219.0956293305 |
| 2007-08-01 | 220.3152211513 |
| 2007-09-01 | 220.9852127082 |
| 2007-10-01 | 221.5917732162 |
| 2007-11-01 | 222.7411227719 |
| 2007-12-01 | 223.2063695108 |
| 2008-01-01 | 224.9794929792 |
| 2008-02-01 | 226.6574634283 |
| 2008-03-01 | 226.2793289333 |
| 2008-04-01 | 225.3803580103 |
| 2008-05-01 | 227.4583305363 |
| 2008-06-01 | 226.9160853311 |
| 2008-07-01 | 228.2890005775 |
| 2008-08-01 | 228.7452943226 |
| 2008-09-01 | 229.3758442057 |
| 2008-10-01 | 229.5551623490 |
| 2008-11-01 | 230.9245363809 |
| 2008-12-01 | 232.1209330376 |
| 2009-01-01 | 233.4448644418 |
| 2009-02-01 | 234.1112615438 |
| 2009-03-01 | 235.1222680891 |
| 2009-04-01 | 235.9467079055 |
| 2009-05-01 | 236.9963078572 |
| 2009-06-01 | 238.1745348775 |
| 2009-07-01 | 239.8233012274 |
| 2009-08-01 | 240.2790619539 |
| 2009-09-01 | 241.5401110755 |
| 2009-10-01 | 243.4870228990 |
| 2009-11-01 | 244.0402055131 |
| 2009-12-01 | 244.7609462753 |
| 2010-01-01 | 243.9854544667 |
| 2010-02-01 | 244.8193307130 |
| 2010-03-01 | 246.2401395386 |
| 2010-04-01 | 247.5852125754 |
| 2010-05-01 | 248.3867487382 |
| 2010-06-01 | 249.3515211183 |
| 2010-07-01 | 249.1831590676 |
| 2010-08-01 | 249.9694297812 |
| 2010-09-01 | 249.9434145186 |
| 2010-10-01 | 251.3949735626 |
| 2010-11-01 | 251.6135943866 |
| 2010-12-01 | 252.3073311532 |
| 2011-01-01 | 252.9559518048 |
| 2011-02-01 | 252.2217845806 |
| 2011-03-01 | 253.9133062076 |
| 2011-04-01 | 254.8581287165 |
| 2011-05-01 | 255.6401772647 |
| 2011-06-01 | 256.7144009955 |
| 2011-07-01 | 258.0909040265 |
| 2011-08-01 | 258.2091234549 |
| 2011-09-01 | 259.5803307759 |
| 2011-10-01 | 258.8150832395 |
| 2011-11-01 | 259.1297682568 |
| 2011-12-01 | 260.1397482904 |
| 2012-01-01 | 260.7234733282 |
| 2012-02-01 | 261.4676296345 |
| 2012-03-01 | 262.0961559776 |
| 2012-04-01 | 261.6827421217 |
| 2012-05-01 | 261.3875996716 |
| 2012-06-01 | 261.7297580212 |
| 2012-07-01 | 261.6063480438 |
| 2012-08-01 | 261.9574063177 |
| 2012-09-01 | 262.4090849124 |
| 2012-10-01 | 261.9831561683 |
| 2012-11-01 | 262.3232951888 |
| 2012-12-01 | 262.8669506463 |
| 2013-01-01 | 262.3158916156 |
| 2013-02-01 | 263.4265832846 |
| 2013-03-01 | 263.6304882766 |
| 2013-04-01 | 264.9677563760 |
| 2013-05-01 | 265.6244568032 |
| 2013-06-01 | 265.9449041598 |
| 2013-07-01 | 266.2258916356 |
| 2013-08-01 | 267.6118505779 |
| 2013-09-01 | 269.0396502031 |
| 2013-10-01 | 269.5249111824 |
| 2013-11-01 | 270.9087140460 |
| 2013-12-01 | 271.2480637863 |
| 2014-01-01 | 272.8450182805 |
| 2014-02-01 | 273.7020081240 |
| 2014-03-01 | 274.4938196011 |
| 2014-04-01 | 274.7304548590 |
| 2014-05-01 | 275.6343689620 |
| 2014-06-01 | 276.7262055052 |
| 2014-07-01 | 277.2031810207 |
| 2014-08-01 | 278.7288913714 |
| 2014-09-01 | 279.4035511548 |
| 2014-10-01 | 281.1150118739 |
| 2014-11-01 | 282.3163188061 |
| 2014-12-01 | 283.5134367895 |
| 2015-01-01 | 282.4838464661 |
| 2015-02-01 | 282.9628817123 |
| 2015-03-01 | 283.3401779413 |
| 2015-04-01 | 285.8160751129 |
| 2015-05-01 | 287.6040749481 |
| 2015-06-01 | 288.8031190742 |
| 2015-07-01 | 290.0578389349 |
| 2015-08-01 | 290.8161112840 |
| 2015-09-01 | 290.2568193084 |
| 2015-10-01 | 292.2230585960 |
| 2015-11-01 | 293.4691956995 |
| 2015-12-01 | 294.3350370746 |
| 2016-01-01 | 295.3672016779 |
| 2016-02-01 | 296.0449599688 |
| 2016-03-01 | 296.5347113078 |
| 2016-04-01 | 296.8810540808 |
| 2016-05-01 | 297.5045374672 |
| 2016-06-01 | 297.7848029218 |
| 2016-07-01 | 298.9161239922 |
| 2016-08-01 | 299.7787034869 |
| 2016-09-01 | 301.1668405216 |
| 2016-10-01 | 301.7215925084 |
| 2016-11-01 | 301.9266730798 |
| 2016-12-01 | 302.0662234256 |
| 2017-01-01 | 304.4949482421 |
| 2017-02-01 | 305.5883623936 |
| 2017-03-01 | 306.6762938155 |
| 2017-04-01 | 307.2326694149 |
| 2017-05-01 | 307.3727651618 |
| 2017-06-01 | 308.8141147213 |
| 2017-07-01 | 306.4660850989 |
| 2017-08-01 | 307.3246366302 |
| 2017-09-01 | 308.3252837376 |
| 2017-10-01 | 308.2042117018 |
| 2017-11-01 | 308.7172895108 |
| 2017-12-01 | 309.5496869678 |
| 2018-01-01 | 310.4597230415 |
| 2018-02-01 | 310.8354575139 |
| 2018-03-01 | 311.8077316571 |
| 2018-04-01 | 311.0099440871 |
| 2018-05-01 | 311.7492136557 |
| 2018-06-01 | 313.4575311838 |
| 2018-07-01 | 314.4206801405 |
| 2018-08-01 | 315.3597343460 |
| 2018-09-01 | 315.4854725009 |
| 2018-10-01 | 315.6051722722 |
| 2018-11-01 | 316.0769436722 |
| 2018-12-01 | 317.0426792196 |
| 2019-01-01 | 317.0759701394 |
| 2019-02-01 | 318.4281183718 |
| 2019-03-01 | 319.4326026449 |
| 2019-04-01 | 319.9505259886 |
| 2019-05-01 | 321.1797908400 |
| 2019-06-01 | 321.9132681809 |
| 2019-07-01 | 322.0196027837 |
| 2019-08-01 | 323.1688376773 |
| 2019-09-01 | 323.0371001737 |
| 2019-10-01 | 323.5239249434 |
| 2019-11-01 | 324.3294955283 |
| 2019-12-01 | 324.5010770726 |
| 2020-01-01 | 325.6360746829 |
| 2020-02-01 | 326.6443556907 |
| 2020-03-01 | 326.1873867882 |
| 2020-04-01 | 285.1717613282 |
| 2020-05-01 | 297.2407943646 |
| 2020-06-01 | 304.8416496402 |
| 2020-07-01 | 306.1070282462 |
| 2020-08-01 | 307.1399079279 |
| 2020-09-01 | 308.7050487600 |
| 2020-10-01 | 311.7704178178 |
| 2020-11-01 | 313.2454666245 |
| 2020-12-01 | 314.6525198995 |
| 2021-01-01 | 315.8817750874 |
| 2021-02-01 | 314.0910258316 |
| 2021-03-01 | 316.5316606210 |
| 2021-04-01 | 316.5438734827 |
| 2021-05-01 | 316.3520825668 |
| 2021-06-01 | 317.0575563069 |
| 2021-07-01 | 319.5955237852 |
| 2021-08-01 | 319.0337202563 |
| 2021-09-01 | 317.9879973266 |
| 2021-10-01 | 320.3596362271 |
| 2021-11-01 | 320.7393306344 |
| 2021-12-01 | 322.0309416875 |
| 2022-01-01 | 321.9027129307 |
| 2022-02-01 | 322.4650621868 |
| 2022-03-01 | 323.0599598236 |
| 2022-04-01 | 326.8720350220 |
| 2022-05-01 | 327.6880645605 |
| 2022-06-01 | 327.6817761644 |
| 2022-07-01 | 331.2682831125 |
| 2022-08-01 | 332.0620530907 |
| 2022-09-01 | 333.8304764986 |
| 2022-10-01 | 335.2804102765 |
| 2022-11-01 | 337.0060746437 |
| 2022-12-01 | 337.5321754443 |
| 2023-01-01 | 340.0576068477 |
| 2023-02-01 | 341.3548421771 |
| 2023-03-01 | 343.8131340383 |
| 2023-04-01 | 345.5025707059 |
| 2023-05-01 | 347.4525754353 |
| 2023-06-01 | 348.4773502367 |
| 2023-07-01 | 347.9858243054 |
| 2023-08-01 | 348.4773550306 |
| 2023-09-01 | 349.5346697553 |
| 2023-10-01 | 350.1646223831 |
| 2023-11-01 | 350.9884468041 |
| 2023-12-01 | 352.0142992700 |
| 2024-01-01 | 351.6486673700 |
| 2024-02-01 | 353.5118221630 |
| 2024-03-01 | 353.3235186479 |
| 2024-04-01 | 354.0316153003 |
| 2024-05-01 | 354.1527585269 |
| 2024-06-01 | 354.3155474982 |
| 2024-07-01 | 354.8969701257 |
| 2024-08-01 | 356.4288149616 |
| 2024-09-01 | 357.3499816846 |
| 2024-10-01 | 358.9717053988 |
| 2024-11-01 | 360.0633326251 |
| 2024-12-01 | 361.1481715555 |
| 2025-01-01 | 362.7133350820 |
| 2025-02-01 | 364.0743283165 |
| 2025-03-01 | 364.1157967064 |
| 2025-04-01 | 365.4188219845 |
| 2025-05-01 | 365.4481180664 |
| 2025-06-01 | 363.6087947977 |
| 2025-07-01 | 365.5898860628 |
| 2025-08-01 | 366.3844763365 |
| 2025-09-01 | 367.1626745215 |
| 2025-10-01 | 364.9350385492 |
| 2025-11-01 | 366.0407098592 |
| 2025-12-01 | 365.4152020353 |
| 2026-01-01 | 366.0150541669 |
| 2026-02-01 | 364.9570763366 |
| 2026-03-01 | 367.7323285897 |
| 2026-04-01 | 366.0922084413 |
| 2026-05-01 | 365.4609013901 |
| 2026-06-01 | 371.0649161521 |
| 2026-07-01 | 371.8709528801 |
| 2026-08-01 | 369.4099025280 |
| 2026-09-01 | 366.9141354706 |