Table Data - All Employees: Education and Health Services: Private Education and Health Services in Roanoke, VA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Roanoke, VA (MSA) |
|---|---|
| Series ID | ROAN251EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-05-01 |
| Last Updated | 2026-06-24 9:49 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 | 14.5057467159475 |
| 1990-02-01 | 14.6108962452532 |
| 1990-03-01 | 14.6337263409228 |
| 1990-04-01 | 14.9818520947561 |
| 1990-05-01 | 14.8401527216660 |
| 1990-06-01 | 14.8385093583286 |
| 1990-07-01 | 14.9058622424087 |
| 1990-08-01 | 14.9452047053044 |
| 1990-09-01 | 15.1178926579833 |
| 1990-10-01 | 15.0243853889839 |
| 1990-11-01 | 15.1580998009636 |
| 1990-12-01 | 15.1329536772318 |
| 1991-01-01 | 15.5086768531799 |
| 1991-02-01 | 15.6110606833874 |
| 1991-03-01 | 15.7305516601441 |
| 1991-04-01 | 16.1802214620588 |
| 1991-05-01 | 16.0460443266309 |
| 1991-06-01 | 16.1413913311044 |
| 1991-07-01 | 16.2069109738264 |
| 1991-08-01 | 16.3514698254923 |
| 1991-09-01 | 16.4302035439181 |
| 1991-10-01 | 16.1165070681310 |
| 1991-11-01 | 16.4411264262108 |
| 1991-12-01 | 16.4229063903693 |
| 1992-01-01 | 16.5123306224612 |
| 1992-02-01 | 16.5120018658656 |
| 1992-03-01 | 16.6192947700997 |
| 1992-04-01 | 16.5797015445808 |
| 1992-05-01 | 16.6620505878310 |
| 1992-06-01 | 16.7491340030277 |
| 1992-07-01 | 16.8099817341226 |
| 1992-08-01 | 16.7651000133524 |
| 1992-09-01 | 16.7571276186736 |
| 1992-10-01 | 16.8944062971554 |
| 1992-11-01 | 16.9097517297514 |
| 1992-12-01 | 17.0132633037047 |
| 1993-01-01 | 17.1174654111030 |
| 1993-02-01 | 17.3134120280667 |
| 1993-03-01 | 17.2008183675406 |
| 1993-04-01 | 17.2745292675316 |
| 1993-05-01 | 17.2842829854339 |
| 1993-06-01 | 17.3564732266177 |
| 1993-07-01 | 17.4092983825332 |
| 1993-08-01 | 17.6939681179603 |
| 1993-09-01 | 17.6936626750794 |
| 1993-10-01 | 17.7760681261550 |
| 1993-11-01 | 17.7684568194313 |
| 1993-12-01 | 17.8986772938949 |
| 1994-01-01 | 17.7212284200288 |
| 1994-02-01 | 17.7110848834798 |
| 1994-03-01 | 17.7758259202433 |
| 1994-04-01 | 17.8709039278542 |
| 1994-05-01 | 18.0019974706293 |
| 1994-06-01 | 18.0742568914756 |
| 1994-07-01 | 18.2196016684748 |
| 1994-08-01 | 18.0147905340186 |
| 1994-09-01 | 18.0197086022391 |
| 1994-10-01 | 18.0683563539119 |
| 1994-11-01 | 18.1258625425856 |
| 1994-12-01 | 18.0798416670403 |
| 1995-01-01 | 18.3326054771213 |
| 1995-02-01 | 18.0158164145098 |
| 1995-03-01 | 17.9535713517063 |
| 1995-04-01 | 17.8628126865482 |
| 1995-05-01 | 17.8043890080939 |
| 1995-06-01 | 17.7912782476151 |
| 1995-07-01 | 17.8257011418086 |
| 1995-08-01 | 17.8385920987473 |
| 1995-09-01 | 18.1337366263915 |
| 1995-10-01 | 17.9755214191979 |
| 1995-11-01 | 17.6917640817268 |
| 1995-12-01 | 17.8657420047984 |
| 1996-01-01 | 18.0405379045355 |
| 1996-02-01 | 18.1234950947370 |
| 1996-03-01 | 18.1320339396265 |
| 1996-04-01 | 18.2623110448311 |
| 1996-05-01 | 18.0921894744621 |
| 1996-06-01 | 18.2127619708110 |
| 1996-07-01 | 18.1322119657917 |
| 1996-08-01 | 18.0453207751627 |
| 1996-09-01 | 18.0275278156093 |
| 1996-10-01 | 18.1921820481478 |
| 1996-11-01 | 18.3760810727946 |
| 1996-12-01 | 18.4567200638711 |
| 1997-01-01 | 18.4532319419528 |
| 1997-02-01 | 18.4362890530758 |
| 1997-03-01 | 18.5134910957704 |
| 1997-04-01 | 18.2624238101041 |
| 1997-05-01 | 18.4803306795058 |
| 1997-06-01 | 18.4199492947895 |
| 1997-07-01 | 18.2301484371745 |
| 1997-08-01 | 18.6433367053616 |
| 1997-09-01 | 18.6190049880063 |
| 1997-10-01 | 18.5126048507894 |
| 1997-11-01 | 18.5786228438794 |
| 1997-12-01 | 18.8470747467572 |
| 1998-01-01 | 18.4614714947507 |
| 1998-02-01 | 18.5456680552888 |
| 1998-03-01 | 18.6079646630232 |
| 1998-04-01 | 18.8702930397100 |
| 1998-05-01 | 18.8654025040926 |
| 1998-06-01 | 18.8199418904905 |
| 1998-07-01 | 18.8384785264701 |
| 1998-08-01 | 18.8128757158178 |
| 1998-09-01 | 18.8969773549829 |
| 1998-10-01 | 19.0427620679397 |
| 1998-11-01 | 19.0031057278711 |
| 1998-12-01 | 18.9306729082206 |
| 1999-01-01 | 19.0695558333096 |
| 1999-02-01 | 19.0522249819599 |
| 1999-03-01 | 19.1166535929065 |
| 1999-04-01 | 19.0715654370771 |
| 1999-05-01 | 19.1588685024830 |
| 1999-06-01 | 19.1049981405658 |
| 1999-07-01 | 19.2507324148841 |
| 1999-08-01 | 19.1761648249842 |
| 1999-09-01 | 19.2798939261323 |
| 1999-10-01 | 19.2688030241247 |
| 1999-11-01 | 19.3349835843745 |
| 1999-12-01 | 19.7151895885134 |
| 2000-01-01 | 19.2700377876152 |
| 2000-02-01 | 19.3514294574501 |
| 2000-03-01 | 19.4377796868289 |
| 2000-04-01 | 19.2738946204213 |
| 2000-05-01 | 19.2580587645571 |
| 2000-06-01 | 19.1798068602175 |
| 2000-07-01 | 19.4734156242752 |
| 2000-08-01 | 19.7278205576687 |
| 2000-09-01 | 19.5593551855657 |
| 2000-10-01 | 19.6947329219632 |
| 2000-11-01 | 19.7736446080158 |
| 2000-12-01 | 19.8943366723033 |
| 2001-01-01 | 20.0813285224281 |
| 2001-02-01 | 20.2497004569308 |
| 2001-03-01 | 20.3609780569175 |
| 2001-04-01 | 20.7684963998364 |
| 2001-05-01 | 20.9588651861307 |
| 2001-06-01 | 21.1559366873674 |
| 2001-07-01 | 20.1931153946332 |
| 2001-08-01 | 20.3773297557284 |
| 2001-09-01 | 21.3501046384266 |
| 2001-10-01 | 21.3094383104235 |
| 2001-11-01 | 21.3955748524044 |
| 2001-12-01 | 21.5855647021791 |
| 2002-01-01 | 21.7990492321080 |
| 2002-02-01 | 21.8594583294511 |
| 2002-03-01 | 21.8891520540326 |
| 2002-04-01 | 21.8590157904413 |
| 2002-05-01 | 21.8399690173845 |
| 2002-06-01 | 21.9515095364643 |
| 2002-07-01 | 21.0040173019466 |
| 2002-08-01 | 21.1214924287572 |
| 2002-09-01 | 22.2355120382819 |
| 2002-10-01 | 22.3310045487906 |
| 2002-11-01 | 22.4071257179088 |
| 2002-12-01 | 22.4878723288671 |
| 2003-01-01 | 22.4172908082795 |
| 2003-02-01 | 22.3802004291385 |
| 2003-03-01 | 22.2041429609362 |
| 2003-04-01 | 22.1480558678127 |
| 2003-05-01 | 22.0159210383907 |
| 2003-06-01 | 21.3681900433258 |
| 2003-07-01 | 20.9930504092427 |
| 2003-08-01 | 20.5870711993147 |
| 2003-09-01 | 21.4385079900540 |
| 2003-10-01 | 21.1343347228450 |
| 2003-11-01 | 21.0919790801801 |
| 2003-12-01 | 21.3095587804222 |
| 2004-01-01 | 21.1242731146389 |
| 2004-02-01 | 20.9053187676315 |
| 2004-03-01 | 21.4096582273170 |
| 2004-04-01 | 21.5377184778206 |
| 2004-05-01 | 21.7977349565142 |
| 2004-06-01 | 21.6792652438695 |
| 2004-07-01 | 21.7844231656785 |
| 2004-08-01 | 21.8843446309813 |
| 2004-09-01 | 21.8446979577388 |
| 2004-10-01 | 21.1352700337198 |
| 2004-11-01 | 21.1738682267616 |
| 2004-12-01 | 21.0260253904834 |
| 2005-01-01 | 21.1145547205985 |
| 2005-02-01 | 21.2137980931296 |
| 2005-03-01 | 21.0964849886344 |
| 2005-04-01 | 21.6369976904399 |
| 2005-05-01 | 21.7901611124737 |
| 2005-06-01 | 21.5928303812308 |
| 2005-07-01 | 21.9866071472467 |
| 2005-08-01 | 22.0155288666469 |
| 2005-09-01 | 22.0684461366755 |
| 2005-10-01 | 21.7165617536457 |
| 2005-11-01 | 21.7364260756318 |
| 2005-12-01 | 21.7509418046399 |
| 2006-01-01 | 21.8841869944137 |
| 2006-02-01 | 21.8025877178297 |
| 2006-03-01 | 21.8799599271128 |
| 2006-04-01 | 21.8321204882423 |
| 2006-05-01 | 21.8984420391749 |
| 2006-06-01 | 21.9948587769175 |
| 2006-07-01 | 22.3240433606239 |
| 2006-08-01 | 22.2682961720019 |
| 2006-09-01 | 22.2821746596655 |
| 2006-10-01 | 22.4975988712989 |
| 2006-11-01 | 22.6097335173147 |
| 2006-12-01 | 22.8610165935328 |
| 2007-01-01 | 22.5342453845508 |
| 2007-02-01 | 22.4713288693357 |
| 2007-03-01 | 22.5578313653506 |
| 2007-04-01 | 22.6260343330601 |
| 2007-05-01 | 22.6269731402026 |
| 2007-06-01 | 22.8986360128995 |
| 2007-07-01 | 22.6804835727915 |
| 2007-08-01 | 22.7355157392996 |
| 2007-09-01 | 22.4998838351955 |
| 2007-10-01 | 22.9595790567048 |
| 2007-11-01 | 23.0762258490485 |
| 2007-12-01 | 23.3616287854961 |
| 2008-01-01 | 23.5897046738404 |
| 2008-02-01 | 23.6281127064028 |
| 2008-03-01 | 23.5389270698835 |
| 2008-04-01 | 23.5100933298405 |
| 2008-05-01 | 23.6805914830284 |
| 2008-06-01 | 23.6042010642077 |
| 2008-07-01 | 23.2504228357834 |
| 2008-08-01 | 23.2927293887896 |
| 2008-09-01 | 23.6925034770226 |
| 2008-10-01 | 23.8229072342627 |
| 2008-11-01 | 23.9587471782571 |
| 2008-12-01 | 23.7540466184654 |
| 2009-01-01 | 23.8529559915163 |
| 2009-02-01 | 23.8787243465911 |
| 2009-03-01 | 23.9226886161492 |
| 2009-04-01 | 23.8944087218788 |
| 2009-05-01 | 23.9379980334166 |
| 2009-06-01 | 24.0483711995281 |
| 2009-07-01 | 23.8997218593539 |
| 2009-08-01 | 23.7161622132198 |
| 2009-09-01 | 24.0796011324538 |
| 2009-10-01 | 24.0827552667995 |
| 2009-11-01 | 24.0352048899901 |
| 2009-12-01 | 24.0591286820226 |
| 2010-01-01 | 23.9331083979798 |
| 2010-02-01 | 23.8431701700951 |
| 2010-03-01 | 23.9006305449908 |
| 2010-04-01 | 24.0797532575525 |
| 2010-05-01 | 24.1001204463450 |
| 2010-06-01 | 24.1225805019707 |
| 2010-07-01 | 23.9200302282486 |
| 2010-08-01 | 23.7994070284188 |
| 2010-09-01 | 23.8485196206710 |
| 2010-10-01 | 23.9589363655248 |
| 2010-11-01 | 23.9240017396382 |
| 2010-12-01 | 23.9711455705458 |
| 2011-01-01 | 23.9192539747046 |
| 2011-02-01 | 24.0232952279552 |
| 2011-03-01 | 23.9792854639426 |
| 2011-04-01 | 24.0654079040229 |
| 2011-05-01 | 23.9601509160754 |
| 2011-06-01 | 24.0113766352347 |
| 2011-07-01 | 24.3071273678004 |
| 2011-08-01 | 24.1583173016953 |
| 2011-09-01 | 24.3289798592627 |
| 2011-10-01 | 24.2428961997352 |
| 2011-11-01 | 24.3094590332618 |
| 2011-12-01 | 24.2862304705826 |
| 2012-01-01 | 24.5172103079530 |
| 2012-02-01 | 24.6146889534771 |
| 2012-03-01 | 24.6601044685166 |
| 2012-04-01 | 24.6546183678140 |
| 2012-05-01 | 24.7123870575635 |
| 2012-06-01 | 24.7894132061829 |
| 2012-07-01 | 24.9792911365073 |
| 2012-08-01 | 25.2089690237216 |
| 2012-09-01 | 25.2121782985696 |
| 2012-10-01 | 25.3462919602872 |
| 2012-11-01 | 25.4059507570702 |
| 2012-12-01 | 25.4997100308525 |
| 2013-01-01 | 25.3081578094630 |
| 2013-02-01 | 25.5126108375349 |
| 2013-03-01 | 25.6466360171221 |
| 2013-04-01 | 25.5459328384874 |
| 2013-05-01 | 25.6447704412066 |
| 2013-06-01 | 25.6540148642107 |
| 2013-07-01 | 25.5518439684509 |
| 2013-08-01 | 25.8586963921083 |
| 2013-09-01 | 25.9075129534327 |
| 2013-10-01 | 26.0606618048721 |
| 2013-11-01 | 26.0013153099896 |
| 2013-12-01 | 26.0100922274628 |
| 2014-01-01 | 26.1030534139327 |
| 2014-02-01 | 26.2186857378711 |
| 2014-03-01 | 26.2320856414711 |
| 2014-04-01 | 26.3441183824768 |
| 2014-05-01 | 26.2621772105374 |
| 2014-06-01 | 26.2854830198552 |
| 2014-07-01 | 26.3280734991984 |
| 2014-08-01 | 26.3289665070832 |
| 2014-09-01 | 26.3027807477248 |
| 2014-10-01 | 26.2749510623855 |
| 2014-11-01 | 26.3097389191202 |
| 2014-12-01 | 26.2168544540933 |
| 2015-01-01 | 26.1962076581924 |
| 2015-02-01 | 26.2302230081884 |
| 2015-03-01 | 26.2301337505882 |
| 2015-04-01 | 26.3357700699457 |
| 2015-05-01 | 26.4708247331543 |
| 2015-06-01 | 26.4872417956945 |
| 2015-07-01 | 26.6074350292897 |
| 2015-08-01 | 26.6221867705319 |
| 2015-09-01 | 26.5954768948597 |
| 2015-10-01 | 26.6820694420398 |
| 2015-11-01 | 26.8210482103209 |
| 2015-12-01 | 27.0236629507837 |
| 2016-01-01 | 27.1010422020410 |
| 2016-02-01 | 27.0321149498731 |
| 2016-03-01 | 27.1395796432904 |
| 2016-04-01 | 27.2372017825234 |
| 2016-05-01 | 27.0735543317404 |
| 2016-06-01 | 26.9699616935417 |
| 2016-07-01 | 26.9795862185089 |
| 2016-08-01 | 27.1389750077496 |
| 2016-09-01 | 27.0789203010270 |
| 2016-10-01 | 26.9756107950461 |
| 2016-11-01 | 27.0386213089669 |
| 2016-12-01 | 26.7357278520469 |
| 2017-01-01 | 27.0052930696654 |
| 2017-02-01 | 27.1227461324706 |
| 2017-03-01 | 27.0606949622591 |
| 2017-04-01 | 26.7478890017959 |
| 2017-05-01 | 26.9750428597171 |
| 2017-06-01 | 27.0562390456049 |
| 2017-07-01 | 27.0611161736792 |
| 2017-08-01 | 27.0492602827031 |
| 2017-09-01 | 27.1506612313119 |
| 2017-10-01 | 27.2638118635507 |
| 2017-11-01 | 27.2420780595957 |
| 2017-12-01 | 27.3424278542607 |
| 2018-01-01 | 27.4277713512981 |
| 2018-02-01 | 27.4151015422725 |
| 2018-03-01 | 27.4814904012335 |
| 2018-04-01 | 27.5711907471730 |
| 2018-05-01 | 27.5730735034082 |
| 2018-06-01 | 27.6440652518195 |
| 2018-07-01 | 27.6438882211054 |
| 2018-08-01 | 27.2610770247771 |
| 2018-09-01 | 27.6251476361953 |
| 2018-10-01 | 27.6413113616154 |
| 2018-11-01 | 27.6342058734910 |
| 2018-12-01 | 27.2444335682283 |
| 2019-01-01 | 27.7512098105757 |
| 2019-02-01 | 27.9144745840791 |
| 2019-03-01 | 27.9173215164295 |
| 2019-04-01 | 27.9860867461084 |
| 2019-05-01 | 28.0669371104675 |
| 2019-06-01 | 28.1409010670653 |
| 2019-07-01 | 28.1361367545765 |
| 2019-08-01 | 27.9587136081325 |
| 2019-09-01 | 27.9983654173543 |
| 2019-10-01 | 28.0282235969204 |
| 2019-11-01 | 27.9163526559578 |
| 2019-12-01 | 27.9375297561213 |
| 2020-01-01 | 28.0811623151337 |
| 2020-02-01 | 28.2204737056437 |
| 2020-03-01 | 28.1501240414701 |
| 2020-04-01 | 26.5043290071930 |
| 2020-05-01 | 26.4634239540641 |
| 2020-06-01 | 26.8337280300827 |
| 2020-07-01 | 27.1166333630013 |
| 2020-08-01 | 27.5458303230404 |
| 2020-09-01 | 27.6932678236237 |
| 2020-10-01 | 27.7172412233451 |
| 2020-11-01 | 27.9065892538860 |
| 2020-12-01 | 27.9309851478911 |
| 2021-01-01 | 27.6989013405955 |
| 2021-02-01 | 27.8327252314514 |
| 2021-03-01 | 27.9796820820675 |
| 2021-04-01 | 27.9183256930042 |
| 2021-05-01 | 27.8647047997674 |
| 2021-06-01 | 27.3235824841322 |
| 2021-07-01 | 27.5939976940935 |
| 2021-08-01 | 27.5116080333973 |
| 2021-09-01 | 27.2959776599227 |
| 2021-10-01 | 27.7297904562386 |
| 2021-11-01 | 27.5992241669554 |
| 2021-12-01 | 27.5203487159551 |
| 2022-01-01 | 27.5203606152107 |
| 2022-02-01 | 27.4563674901849 |
| 2022-03-01 | 27.3955628966862 |
| 2022-04-01 | 27.7274193375486 |
| 2022-05-01 | 27.7704653359503 |
| 2022-06-01 | 27.6965902191672 |
| 2022-07-01 | 27.6599572337656 |
| 2022-08-01 | 27.7745285245150 |
| 2022-09-01 | 28.0129473654933 |
| 2022-10-01 | 28.0498357624320 |
| 2022-11-01 | 28.1095870398039 |
| 2022-12-01 | 28.3134127183993 |
| 2023-01-01 | 28.4234660543677 |
| 2023-02-01 | 28.5908478069597 |
| 2023-03-01 | 28.6177750304985 |
| 2023-04-01 | 28.5286834665006 |
| 2023-05-01 | 28.5644845369562 |
| 2023-06-01 | 28.8594263256878 |
| 2023-07-01 | 29.1265632782168 |
| 2023-08-01 | 29.2405893263445 |
| 2023-09-01 | 29.2239855128918 |
| 2023-10-01 | 29.4805583987132 |
| 2023-11-01 | 29.4315321759610 |
| 2023-12-01 | 29.5083427614778 |
| 2024-01-01 | 29.7262220430633 |
| 2024-02-01 | 29.9234736079781 |
| 2024-03-01 | 30.0335915942597 |
| 2024-04-01 | 30.0308239661520 |
| 2024-05-01 | 30.0551012543243 |
| 2024-06-01 | 30.2197947972497 |
| 2024-07-01 | 30.2905493629031 |
| 2024-08-01 | 30.2139008057189 |
| 2024-09-01 | 30.1379387708021 |
| 2024-10-01 | 30.1023005771733 |
| 2024-11-01 | 30.2602747850897 |
| 2024-12-01 | 30.2133195234653 |
| 2025-01-01 | 30.1197074095666 |
| 2025-02-01 | 30.0495364330123 |
| 2025-03-01 | 30.2486674001168 |
| 2025-04-01 | 30.4328022892585 |
| 2025-05-01 | 30.4386185766070 |
| 2025-06-01 | 30.6913053689839 |
| 2025-07-01 | 30.4665311058085 |
| 2025-08-01 | 30.5950149227286 |
| 2025-09-01 | 30.6431376742971 |
| 2025-10-01 | 30.5247647673804 |
| 2025-11-01 | 30.6748375132589 |
| 2025-12-01 | 30.9145572084732 |
| 2026-01-01 | 31.0217634440702 |
| 2026-02-01 | 30.8716032691736 |
| 2026-03-01 | 30.9562306523574 |
| 2026-04-01 | 31.0292355682899 |
| 2026-05-01 | 31.2231630695535 |