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 2026-07-01 |
| Last Updated | 2026-08-21 7:35 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 | 14.5057467218195 |
| 1990-02-01 | 14.6108962921957 |
| 1990-03-01 | 14.6337263561987 |
| 1990-04-01 | 14.9818521078387 |
| 1990-05-01 | 14.8401527155942 |
| 1990-06-01 | 14.8385093332027 |
| 1990-07-01 | 14.9058622100306 |
| 1990-08-01 | 14.9452046926572 |
| 1990-09-01 | 15.1178926493235 |
| 1990-10-01 | 15.0243853904411 |
| 1990-11-01 | 15.1580997980179 |
| 1990-12-01 | 15.1329536785585 |
| 1991-01-01 | 15.5086768525702 |
| 1991-02-01 | 15.6110607378366 |
| 1991-03-01 | 15.7305516751554 |
| 1991-04-01 | 16.1802214816646 |
| 1991-05-01 | 16.0460443410155 |
| 1991-06-01 | 16.1413913376232 |
| 1991-07-01 | 16.2069108530421 |
| 1991-08-01 | 16.3514698452738 |
| 1991-09-01 | 16.4302035439354 |
| 1991-10-01 | 16.1165070621479 |
| 1991-11-01 | 16.4411264144479 |
| 1991-12-01 | 16.4229063918261 |
| 1992-01-01 | 16.5123305538025 |
| 1992-02-01 | 16.5120019424851 |
| 1992-03-01 | 16.6192948156251 |
| 1992-04-01 | 16.5797016033187 |
| 1992-05-01 | 16.6620506442903 |
| 1992-06-01 | 16.7491340542028 |
| 1992-07-01 | 16.8099815354663 |
| 1992-08-01 | 16.7651000848571 |
| 1992-09-01 | 16.7571276040946 |
| 1992-10-01 | 16.8944062929855 |
| 1992-11-01 | 16.9097516415269 |
| 1992-12-01 | 17.0132632052280 |
| 1993-01-01 | 17.1174651809709 |
| 1993-02-01 | 17.3134121053555 |
| 1993-03-01 | 17.2008185439368 |
| 1993-04-01 | 17.2745295205701 |
| 1993-05-01 | 17.2842832022396 |
| 1993-06-01 | 17.3564733572649 |
| 1993-07-01 | 17.4092980887221 |
| 1993-08-01 | 17.6939682247340 |
| 1993-09-01 | 17.6936625810990 |
| 1993-10-01 | 17.7760681129081 |
| 1993-11-01 | 17.7684565625587 |
| 1993-12-01 | 17.8986769503790 |
| 1994-01-01 | 17.7212278775709 |
| 1994-02-01 | 17.7110848369813 |
| 1994-03-01 | 17.7758261245650 |
| 1994-04-01 | 17.8709052842746 |
| 1994-05-01 | 18.0019977853788 |
| 1994-06-01 | 18.0742570371352 |
| 1994-07-01 | 18.2196011496453 |
| 1994-08-01 | 18.0147907104319 |
| 1994-09-01 | 18.0197084766924 |
| 1994-10-01 | 18.0683563338071 |
| 1994-11-01 | 18.1258620935947 |
| 1994-12-01 | 18.0798412022348 |
| 1995-01-01 | 18.3326036953368 |
| 1995-02-01 | 18.0158159868163 |
| 1995-03-01 | 17.9535710327723 |
| 1995-04-01 | 17.8628175314282 |
| 1995-05-01 | 17.8043889649753 |
| 1995-06-01 | 17.7912782764952 |
| 1995-07-01 | 17.8257004446936 |
| 1995-08-01 | 17.8385923268287 |
| 1995-09-01 | 18.1337363586621 |
| 1995-10-01 | 17.9755211983555 |
| 1995-11-01 | 17.6917631832078 |
| 1995-12-01 | 17.8657409287256 |
| 1996-01-01 | 18.0405344368501 |
| 1996-02-01 | 18.1234941389859 |
| 1996-03-01 | 18.1320335956408 |
| 1996-04-01 | 18.2623204844480 |
| 1996-05-01 | 18.0921902065210 |
| 1996-06-01 | 18.2127623490624 |
| 1996-07-01 | 18.1322108887245 |
| 1996-08-01 | 18.0453201649862 |
| 1996-09-01 | 18.0275263281311 |
| 1996-10-01 | 18.1921807666236 |
| 1996-11-01 | 18.3760795251370 |
| 1996-12-01 | 18.4567188599550 |
| 1997-01-01 | 18.4532241426073 |
| 1997-02-01 | 18.4362887765964 |
| 1997-03-01 | 18.5134926590739 |
| 1997-04-01 | 18.2624388532660 |
| 1997-05-01 | 18.4803335184172 |
| 1997-06-01 | 18.4199536839434 |
| 1997-07-01 | 18.2301457795115 |
| 1997-08-01 | 18.6433314006411 |
| 1997-09-01 | 18.6190003705114 |
| 1997-10-01 | 18.5126013037982 |
| 1997-11-01 | 18.5786198311911 |
| 1997-12-01 | 18.8470724828890 |
| 1998-01-01 | 18.4614604287219 |
| 1998-02-01 | 18.5456699929238 |
| 1998-03-01 | 18.6079693988722 |
| 1998-04-01 | 18.8703137907712 |
| 1998-05-01 | 18.8654127902431 |
| 1998-06-01 | 18.8199595639552 |
| 1998-07-01 | 18.8384629663015 |
| 1998-08-01 | 18.8128585038246 |
| 1998-09-01 | 18.8969690832051 |
| 1998-10-01 | 19.0427562505177 |
| 1998-11-01 | 19.0031017366341 |
| 1998-12-01 | 18.9306712058019 |
| 1999-01-01 | 19.0695437435455 |
| 1999-02-01 | 19.0522307663901 |
| 1999-03-01 | 19.1166629384810 |
| 1999-04-01 | 19.0715922185540 |
| 1999-05-01 | 19.1588876068400 |
| 1999-06-01 | 19.1050310383612 |
| 1999-07-01 | 19.2506968882929 |
| 1999-08-01 | 19.1761306643617 |
| 1999-09-01 | 19.2798807162889 |
| 1999-10-01 | 19.2687964437765 |
| 1999-11-01 | 19.3349817327954 |
| 1999-12-01 | 19.7151902167731 |
| 2000-01-01 | 19.2700307186322 |
| 2000-02-01 | 19.3514414627747 |
| 2000-03-01 | 19.4377932609112 |
| 2000-04-01 | 19.2739214046267 |
| 2000-05-01 | 19.2580817085313 |
| 2000-06-01 | 19.1798750315559 |
| 2000-07-01 | 19.4733249227041 |
| 2000-08-01 | 19.7277771828706 |
| 2000-09-01 | 19.5593390713698 |
| 2000-10-01 | 19.6947317563301 |
| 2000-11-01 | 19.7736488386601 |
| 2000-12-01 | 19.8943451202766 |
| 2001-01-01 | 20.0813296115272 |
| 2001-02-01 | 20.2497179560571 |
| 2001-03-01 | 20.3609951004504 |
| 2001-04-01 | 20.7685199125587 |
| 2001-05-01 | 20.9588834159506 |
| 2001-06-01 | 21.1560289640408 |
| 2001-07-01 | 20.1929781854432 |
| 2001-08-01 | 20.3772795164193 |
| 2001-09-01 | 21.3500774599613 |
| 2001-10-01 | 21.3094540342241 |
| 2001-11-01 | 21.3955915364489 |
| 2001-12-01 | 21.5855824589349 |
| 2002-01-01 | 21.7990611403170 |
| 2002-02-01 | 21.8594792464627 |
| 2002-03-01 | 21.8891684546391 |
| 2002-04-01 | 21.8590304642630 |
| 2002-05-01 | 21.8399757006506 |
| 2002-06-01 | 21.9516223838153 |
| 2002-07-01 | 21.0038390373935 |
| 2002-08-01 | 21.1214436091666 |
| 2002-09-01 | 22.2354724222186 |
| 2002-10-01 | 22.3310406598497 |
| 2002-11-01 | 22.4071561999254 |
| 2002-12-01 | 22.4879007258548 |
| 2003-01-01 | 22.4173118594670 |
| 2003-02-01 | 22.3802204911985 |
| 2003-03-01 | 22.2041559855471 |
| 2003-04-01 | 22.1480623601120 |
| 2003-05-01 | 22.0159144610717 |
| 2003-06-01 | 21.3682902164160 |
| 2003-07-01 | 20.9928776843045 |
| 2003-08-01 | 20.5870261450860 |
| 2003-09-01 | 21.4384557026950 |
| 2003-10-01 | 21.1343862191241 |
| 2003-11-01 | 21.0920205821816 |
| 2003-12-01 | 21.3095947919953 |
| 2004-01-01 | 21.1242988691677 |
| 2004-02-01 | 20.9053359685735 |
| 2004-03-01 | 21.4096657760830 |
| 2004-04-01 | 21.5377148045747 |
| 2004-05-01 | 21.7977158806216 |
| 2004-06-01 | 21.6793527049885 |
| 2004-07-01 | 21.7842661129746 |
| 2004-08-01 | 21.8843141641102 |
| 2004-09-01 | 21.8446427029567 |
| 2004-10-01 | 21.1353251567851 |
| 2004-11-01 | 21.1739116311129 |
| 2004-12-01 | 21.0260645187254 |
| 2005-01-01 | 21.1145789963304 |
| 2005-02-01 | 21.2138097220059 |
| 2005-03-01 | 21.0964883289132 |
| 2005-04-01 | 21.6369895098958 |
| 2005-05-01 | 21.7901378938194 |
| 2005-06-01 | 21.5928827266848 |
| 2005-07-01 | 21.9865039843094 |
| 2005-08-01 | 22.0155065125881 |
| 2005-09-01 | 22.0683916344004 |
| 2005-10-01 | 21.7166115959189 |
| 2005-11-01 | 21.7364643873057 |
| 2005-12-01 | 21.7509766652244 |
| 2006-01-01 | 21.8842056686615 |
| 2006-02-01 | 21.8025942054589 |
| 2006-03-01 | 21.8799597372866 |
| 2006-04-01 | 21.8321107150882 |
| 2006-05-01 | 21.8984224720666 |
| 2006-06-01 | 21.9948870774929 |
| 2006-07-01 | 22.3239870347765 |
| 2006-08-01 | 22.2682812693443 |
| 2006-09-01 | 22.2821308879155 |
| 2006-10-01 | 22.4976330353068 |
| 2006-11-01 | 22.6097601861937 |
| 2006-12-01 | 22.8610426949733 |
| 2007-01-01 | 22.5342582192576 |
| 2007-02-01 | 22.4713311645989 |
| 2007-03-01 | 22.5578300022986 |
| 2007-04-01 | 22.6260277371513 |
| 2007-05-01 | 22.6269629950812 |
| 2007-06-01 | 22.8986398337752 |
| 2007-07-01 | 22.6804697634932 |
| 2007-08-01 | 22.7355036925715 |
| 2007-09-01 | 22.4998555935243 |
| 2007-10-01 | 22.9595950910116 |
| 2007-11-01 | 23.0762402011503 |
| 2007-12-01 | 23.3616455615508 |
| 2008-01-01 | 23.5897119288695 |
| 2008-02-01 | 23.6281136615437 |
| 2008-03-01 | 23.5389258072385 |
| 2008-04-01 | 23.5100890512280 |
| 2008-05-01 | 23.6805869596699 |
| 2008-06-01 | 23.6042043163825 |
| 2008-07-01 | 23.2504164524482 |
| 2008-08-01 | 23.2927252550085 |
| 2008-09-01 | 23.6924916194468 |
| 2008-10-01 | 23.8229101931638 |
| 2008-11-01 | 23.9587517382959 |
| 2008-12-01 | 23.7540552153271 |
| 2009-01-01 | 23.8529599509273 |
| 2009-02-01 | 23.8787244741714 |
| 2009-03-01 | 23.9226882692681 |
| 2009-04-01 | 23.8944075412382 |
| 2009-05-01 | 23.9379970812260 |
| 2009-06-01 | 24.0483720845669 |
| 2009-07-01 | 23.8997200691025 |
| 2009-08-01 | 23.7161598895706 |
| 2009-09-01 | 24.0795973424155 |
| 2009-10-01 | 24.0827554919474 |
| 2009-11-01 | 24.0352057256313 |
| 2009-12-01 | 24.0591317501162 |
| 2010-01-01 | 23.9331097812387 |
| 2010-02-01 | 23.8431701199699 |
| 2010-03-01 | 23.9006307738773 |
| 2010-04-01 | 24.0797531676491 |
| 2010-05-01 | 24.1001202144306 |
| 2010-06-01 | 24.1225816090510 |
| 2010-07-01 | 23.9200301855348 |
| 2010-08-01 | 23.7994055872633 |
| 2010-09-01 | 23.8485183436894 |
| 2010-10-01 | 23.9589366095852 |
| 2010-11-01 | 23.9240016431415 |
| 2010-12-01 | 23.9711445694559 |
| 2011-01-01 | 23.9192534067504 |
| 2011-02-01 | 24.0232953449926 |
| 2011-03-01 | 23.9792866408787 |
| 2011-04-01 | 24.0654095181155 |
| 2011-05-01 | 23.9601524552380 |
| 2011-06-01 | 24.0113783909293 |
| 2011-07-01 | 24.3071278910188 |
| 2011-08-01 | 24.1583154358585 |
| 2011-09-01 | 24.3289793390528 |
| 2011-10-01 | 24.2428942001204 |
| 2011-11-01 | 24.3094560717625 |
| 2011-12-01 | 24.2862262447207 |
| 2012-01-01 | 24.5172076502368 |
| 2012-02-01 | 24.6146909680977 |
| 2012-03-01 | 24.6601098035899 |
| 2012-04-01 | 24.6546249242539 |
| 2012-05-01 | 24.7123921946202 |
| 2012-06-01 | 24.7894161236350 |
| 2012-07-01 | 24.9792909758877 |
| 2012-08-01 | 25.2089653861974 |
| 2012-09-01 | 25.2121754102531 |
| 2012-10-01 | 25.3462841736122 |
| 2012-11-01 | 25.4059406973959 |
| 2012-12-01 | 25.4997017569831 |
| 2013-01-01 | 25.3081545721700 |
| 2013-02-01 | 25.5126136045016 |
| 2013-03-01 | 25.6466403104561 |
| 2013-04-01 | 25.5459792828578 |
| 2013-05-01 | 25.6447695815636 |
| 2013-06-01 | 25.6540153277928 |
| 2013-07-01 | 25.5518404352546 |
| 2013-08-01 | 25.8586874004703 |
| 2013-09-01 | 25.9075019825009 |
| 2013-10-01 | 26.0606463495066 |
| 2013-11-01 | 26.0012962789090 |
| 2013-12-01 | 26.0100719230632 |
| 2014-01-01 | 26.1030361369462 |
| 2014-02-01 | 26.2187369697477 |
| 2014-03-01 | 26.2320730088783 |
| 2014-04-01 | 26.3442147222372 |
| 2014-05-01 | 26.2621661692043 |
| 2014-06-01 | 26.2854780606501 |
| 2014-07-01 | 26.3280611574128 |
| 2014-08-01 | 26.3289489936375 |
| 2014-09-01 | 26.3027600566382 |
| 2014-10-01 | 26.2749269063012 |
| 2014-11-01 | 26.3097109022826 |
| 2014-12-01 | 26.2168226107519 |
| 2015-01-01 | 26.1961772116852 |
| 2015-02-01 | 26.2303246332622 |
| 2015-03-01 | 26.2301074441178 |
| 2015-04-01 | 26.3359184381690 |
| 2015-05-01 | 26.4708048128907 |
| 2015-06-01 | 26.4872338207855 |
| 2015-07-01 | 26.6074180725671 |
| 2015-08-01 | 26.6221357261236 |
| 2015-09-01 | 26.5954512829238 |
| 2015-10-01 | 26.6820431613720 |
| 2015-11-01 | 26.8210180057811 |
| 2015-12-01 | 27.0236137420537 |
| 2016-01-01 | 27.1010018512822 |
| 2016-02-01 | 27.0322714918238 |
| 2016-03-01 | 27.1395481663473 |
| 2016-04-01 | 27.2373714960214 |
| 2016-05-01 | 27.0735372962492 |
| 2016-06-01 | 26.9699498093642 |
| 2016-07-01 | 26.9795583247024 |
| 2016-08-01 | 27.1388869399945 |
| 2016-09-01 | 27.0788967789013 |
| 2016-10-01 | 26.9755947223264 |
| 2016-11-01 | 27.0386022504115 |
| 2016-12-01 | 26.7356745429621 |
| 2017-01-01 | 27.0052539605965 |
| 2017-02-01 | 27.1229012736791 |
| 2017-03-01 | 27.0606586128424 |
| 2017-04-01 | 26.7480461820292 |
| 2017-05-01 | 26.9750769229413 |
| 2017-06-01 | 27.0562143595746 |
| 2017-07-01 | 27.0610914457125 |
| 2017-08-01 | 27.0490870337233 |
| 2017-09-01 | 27.1506736161584 |
| 2017-10-01 | 27.2638352167626 |
| 2017-11-01 | 27.2420942832415 |
| 2017-12-01 | 27.3423834704294 |
| 2018-01-01 | 27.4276834838749 |
| 2018-02-01 | 27.4152402787481 |
| 2018-03-01 | 27.4814425238024 |
| 2018-04-01 | 27.5712997245328 |
| 2018-05-01 | 27.5731778754353 |
| 2018-06-01 | 27.6440442614753 |
| 2018-07-01 | 27.6438699470395 |
| 2018-08-01 | 27.2608194086184 |
| 2018-09-01 | 27.6251538255266 |
| 2018-10-01 | 27.6415238452095 |
| 2018-11-01 | 27.6342118858779 |
| 2018-12-01 | 27.2443868633072 |
| 2019-01-01 | 27.7510801561455 |
| 2019-02-01 | 27.9145694309044 |
| 2019-03-01 | 27.9171132657750 |
| 2019-04-01 | 27.9861908790825 |
| 2019-05-01 | 28.0671605372458 |
| 2019-06-01 | 28.1409058081118 |
| 2019-07-01 | 28.1361362098839 |
| 2019-08-01 | 27.9583875749838 |
| 2019-09-01 | 27.9983863343928 |
| 2019-10-01 | 28.0286694671206 |
| 2019-11-01 | 27.9163733215023 |
| 2019-12-01 | 27.9374564785704 |
| 2020-01-01 | 28.0809474150029 |
| 2020-02-01 | 28.2204507919419 |
| 2020-03-01 | 28.1496427596501 |
| 2020-04-01 | 26.5042915500136 |
| 2020-05-01 | 26.4641940746799 |
| 2020-06-01 | 26.8336502506769 |
| 2020-07-01 | 27.1165873034230 |
| 2020-08-01 | 27.5455341347063 |
| 2020-09-01 | 27.6933060702710 |
| 2020-10-01 | 27.7179088150585 |
| 2020-11-01 | 27.9065940450252 |
| 2020-12-01 | 27.9308209090640 |
| 2021-01-01 | 27.6985260138192 |
| 2021-02-01 | 27.8325067341844 |
| 2021-03-01 | 27.9789682333616 |
| 2021-04-01 | 27.9183377288263 |
| 2021-05-01 | 27.8661799496025 |
| 2021-06-01 | 27.3234777977218 |
| 2021-07-01 | 27.5938096534244 |
| 2021-08-01 | 27.5112708638204 |
| 2021-09-01 | 27.2960370913637 |
| 2021-10-01 | 27.7304185833260 |
| 2021-11-01 | 27.5991605380222 |
| 2021-12-01 | 27.5202240148829 |
| 2022-01-01 | 27.5202289898893 |
| 2022-02-01 | 27.4543540295016 |
| 2022-03-01 | 27.3955349480602 |
| 2022-04-01 | 27.7281531667304 |
| 2022-05-01 | 27.7730303432371 |
| 2022-06-01 | 27.6961091213624 |
| 2022-07-01 | 27.6597243343190 |
| 2022-08-01 | 27.7741169400418 |
| 2022-09-01 | 28.0128916829192 |
| 2022-10-01 | 28.0504411852455 |
| 2022-11-01 | 28.1091794364987 |
| 2022-12-01 | 28.3127577518425 |
| 2023-01-01 | 28.4230678035703 |
| 2023-02-01 | 28.5868645748432 |
| 2023-03-01 | 28.6186990140825 |
| 2023-04-01 | 28.5310017273977 |
| 2023-05-01 | 28.5691660214971 |
| 2023-06-01 | 28.8597114914925 |
| 2023-07-01 | 29.1247424838655 |
| 2023-08-01 | 29.2400574227087 |
| 2023-09-01 | 29.2242093235114 |
| 2023-10-01 | 29.4811385896175 |
| 2023-11-01 | 29.4303875592447 |
| 2023-12-01 | 29.5064123186439 |
| 2024-01-01 | 29.7248962940615 |
| 2024-02-01 | 29.9173761900932 |
| 2024-03-01 | 30.0362304865153 |
| 2024-04-01 | 30.0356070297661 |
| 2024-05-01 | 30.0633840301671 |
| 2024-06-01 | 30.2188365621492 |
| 2024-07-01 | 30.2861163801037 |
| 2024-08-01 | 30.2135002286913 |
| 2024-09-01 | 30.1387366912944 |
| 2024-10-01 | 30.1031733572815 |
| 2024-11-01 | 30.2585212695045 |
| 2024-12-01 | 30.2099157904784 |
| 2025-01-01 | 30.1169409047863 |
| 2025-02-01 | 30.0425616506239 |
| 2025-03-01 | 30.2528469125862 |
| 2025-04-01 | 30.4402347234231 |
| 2025-05-01 | 30.4506430771771 |
| 2025-06-01 | 30.6881656040322 |
| 2025-07-01 | 30.4589849558855 |
| 2025-08-01 | 30.5948235336845 |
| 2025-09-01 | 30.6447814979126 |
| 2025-10-01 | 30.5260167229882 |
| 2025-11-01 | 30.6726800003733 |
| 2025-12-01 | 30.9100948980962 |
| 2026-01-01 | 31.0178413899967 |
| 2026-02-01 | 30.8632649351290 |
| 2026-03-01 | 30.9618871963425 |
| 2026-04-01 | 31.0388486676280 |
| 2026-05-01 | 31.2379455323376 |
| 2026-06-01 | 31.2695036672088 |
| 2026-07-01 | 31.3471255115181 |