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 2026-06-01 |
| Last Updated | 2026-07-22 9:32 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 | 14.5057467245664 |
| 1990-02-01 | 14.6108963093516 |
| 1990-03-01 | 14.6337263536187 |
| 1990-04-01 | 14.9818521031472 |
| 1990-05-01 | 14.8401527104241 |
| 1990-06-01 | 14.8385093276981 |
| 1990-07-01 | 14.9058622039207 |
| 1990-08-01 | 14.9452046902223 |
| 1990-09-01 | 15.1178926413531 |
| 1990-10-01 | 15.0243853852158 |
| 1990-11-01 | 15.1580997927687 |
| 1990-12-01 | 15.1329537058493 |
| 1991-01-01 | 15.5086768533190 |
| 1991-02-01 | 15.6110607572952 |
| 1991-03-01 | 15.7305516720042 |
| 1991-04-01 | 16.1802214764244 |
| 1991-05-01 | 16.0460443343486 |
| 1991-06-01 | 16.1413913292303 |
| 1991-07-01 | 16.2069108466960 |
| 1991-08-01 | 16.3514698386770 |
| 1991-09-01 | 16.4302035340492 |
| 1991-10-01 | 16.1165070582110 |
| 1991-11-01 | 16.4411264126139 |
| 1991-12-01 | 16.4229064310909 |
| 1992-01-01 | 16.5123305709862 |
| 1992-02-01 | 16.5120019624606 |
| 1992-03-01 | 16.6192948049369 |
| 1992-04-01 | 16.5797015895365 |
| 1992-05-01 | 16.6620506288298 |
| 1992-06-01 | 16.7491340347354 |
| 1992-07-01 | 16.8099815179594 |
| 1992-08-01 | 16.7651000580950 |
| 1992-09-01 | 16.7571275740349 |
| 1992-10-01 | 16.8944062878122 |
| 1992-11-01 | 16.9097516872290 |
| 1992-12-01 | 17.0132633133455 |
| 1993-01-01 | 17.1174652712430 |
| 1993-02-01 | 17.3134121351352 |
| 1993-03-01 | 17.2008184864485 |
| 1993-04-01 | 17.2745294293750 |
| 1993-05-01 | 17.2842831210318 |
| 1993-06-01 | 17.3564733053792 |
| 1993-07-01 | 17.4092980633916 |
| 1993-08-01 | 17.6939681782471 |
| 1993-09-01 | 17.6936625128680 |
| 1993-10-01 | 17.7760681204156 |
| 1993-11-01 | 17.7684567169359 |
| 1993-12-01 | 17.8986772061217 |
| 1994-01-01 | 17.7212281340240 |
| 1994-02-01 | 17.7110849493541 |
| 1994-03-01 | 17.7758260602143 |
| 1994-04-01 | 17.8709047050936 |
| 1994-05-01 | 18.0019976650407 |
| 1994-06-01 | 18.0742569880216 |
| 1994-07-01 | 18.2196011356020 |
| 1994-08-01 | 18.0147906235202 |
| 1994-09-01 | 18.0197083358904 |
| 1994-10-01 | 18.0683563140466 |
| 1994-11-01 | 18.1258622884719 |
| 1994-12-01 | 18.0798416415216 |
| 1995-01-01 | 18.3326046733083 |
| 1995-02-01 | 18.0158162540137 |
| 1995-03-01 | 17.9535712363325 |
| 1995-04-01 | 17.8628153726768 |
| 1995-05-01 | 17.8043890417629 |
| 1995-06-01 | 17.7912782755994 |
| 1995-07-01 | 17.8257003768146 |
| 1995-08-01 | 17.8385921370771 |
| 1995-09-01 | 18.1337361483425 |
| 1995-10-01 | 17.9755211879102 |
| 1995-11-01 | 17.6917635088250 |
| 1995-12-01 | 17.8657417906809 |
| 1996-01-01 | 18.0405364369031 |
| 1996-02-01 | 18.1234947837688 |
| 1996-03-01 | 18.1320340077014 |
| 1996-04-01 | 18.2623163668425 |
| 1996-05-01 | 18.0921899363232 |
| 1996-06-01 | 18.2127619555069 |
| 1996-07-01 | 18.1322105726532 |
| 1996-08-01 | 18.0453200063580 |
| 1996-09-01 | 18.0275264667011 |
| 1996-10-01 | 18.1921811945003 |
| 1996-11-01 | 18.3760802175269 |
| 1996-12-01 | 18.4567202545581 |
| 1997-01-01 | 18.4532285603960 |
| 1997-02-01 | 18.4362893419789 |
| 1997-03-01 | 18.5134930991401 |
| 1997-04-01 | 18.2624321890913 |
| 1997-05-01 | 18.4803319624689 |
| 1997-06-01 | 18.4199506421579 |
| 1997-07-01 | 18.2301456284384 |
| 1997-08-01 | 18.6433314082002 |
| 1997-09-01 | 18.6190021976243 |
| 1997-10-01 | 18.5126033449254 |
| 1997-11-01 | 18.5786218820883 |
| 1997-12-01 | 18.8470751321319 |
| 1998-01-01 | 18.4614670034066 |
| 1998-02-01 | 18.5456701800777 |
| 1998-03-01 | 18.6079701572594 |
| 1998-04-01 | 18.8703044303149 |
| 1998-05-01 | 18.8654072319450 |
| 1998-06-01 | 18.8199492367566 |
| 1998-07-01 | 18.8384658743068 |
| 1998-08-01 | 18.8128591346494 |
| 1998-09-01 | 18.8969747530931 |
| 1998-10-01 | 19.0427611904565 |
| 1998-11-01 | 19.0031058147832 |
| 1998-12-01 | 18.9306751428601 |
| 1999-01-01 | 19.0695520869410 |
| 1999-02-01 | 19.0522302475543 |
| 1999-03-01 | 19.1166637518260 |
| 1999-04-01 | 19.0715801708910 |
| 1999-05-01 | 19.1588769379347 |
| 1999-06-01 | 19.1050107843561 |
| 1999-07-01 | 19.2507045398957 |
| 1999-08-01 | 19.1761311867926 |
| 1999-09-01 | 19.2798924287343 |
| 1999-10-01 | 19.2688050442201 |
| 1999-11-01 | 19.3349878432917 |
| 1999-12-01 | 19.7151953124723 |
| 2000-01-01 | 19.2700385737272 |
| 2000-02-01 | 19.3514398027642 |
| 2000-03-01 | 19.4377938591550 |
| 2000-04-01 | 19.2739094490887 |
| 2000-05-01 | 19.2580687067091 |
| 2000-06-01 | 19.1798384119499 |
| 2000-07-01 | 19.4733470477178 |
| 2000-08-01 | 19.7277717185589 |
| 2000-09-01 | 19.5593561056827 |
| 2000-10-01 | 19.6947431398323 |
| 2000-11-01 | 19.7736565089620 |
| 2000-12-01 | 19.8943502050496 |
| 2001-01-01 | 20.0813364347769 |
| 2001-02-01 | 20.2497151675126 |
| 2001-03-01 | 20.3609951631373 |
| 2001-04-01 | 20.7685096711079 |
| 2001-05-01 | 20.9588720442430 |
| 2001-06-01 | 21.1559806487060 |
| 2001-07-01 | 20.1930118343643 |
| 2001-08-01 | 20.3772674023367 |
| 2001-09-01 | 21.3500973028007 |
| 2001-10-01 | 21.3094660868682 |
| 2001-11-01 | 21.3955994031799 |
| 2001-12-01 | 21.5855870270623 |
| 2002-01-01 | 21.7990655624063 |
| 2002-02-01 | 21.8594760740540 |
| 2002-03-01 | 21.8891684580707 |
| 2002-04-01 | 21.8590239747882 |
| 2002-05-01 | 21.8399693395924 |
| 2002-06-01 | 21.9515663466742 |
| 2002-07-01 | 21.0038825307239 |
| 2002-08-01 | 21.1214251141202 |
| 2002-09-01 | 22.2354918672915 |
| 2002-10-01 | 22.3310505342056 |
| 2002-11-01 | 22.4071627864510 |
| 2002-12-01 | 22.4879039241663 |
| 2003-01-01 | 22.4173143435732 |
| 2003-02-01 | 22.3802180704664 |
| 2003-03-01 | 22.2041559327907 |
| 2003-04-01 | 22.1480592172519 |
| 2003-05-01 | 22.0159137334870 |
| 2003-06-01 | 21.3682396551858 |
| 2003-07-01 | 20.9929178243778 |
| 2003-08-01 | 20.5870067174624 |
| 2003-09-01 | 21.4384721677552 |
| 2003-10-01 | 21.1343924331910 |
| 2003-11-01 | 21.0920246187687 |
| 2003-12-01 | 21.3095965293205 |
| 2004-01-01 | 21.1242996285986 |
| 2004-02-01 | 20.9053345584967 |
| 2004-03-01 | 21.4096657695807 |
| 2004-04-01 | 21.5377155287100 |
| 2004-05-01 | 21.7977210703860 |
| 2004-06-01 | 21.6793100982954 |
| 2004-07-01 | 21.7843015982241 |
| 2004-08-01 | 21.8842947717560 |
| 2004-09-01 | 21.8446541148059 |
| 2004-10-01 | 21.1353273913106 |
| 2004-11-01 | 21.1739134589210 |
| 2004-12-01 | 21.0260648011309 |
| 2005-01-01 | 21.1145797453630 |
| 2005-02-01 | 21.2138094533653 |
| 2005-03-01 | 21.0964883481953 |
| 2005-04-01 | 21.6369918007673 |
| 2005-05-01 | 21.7901452168017 |
| 2005-06-01 | 21.5928557988848 |
| 2005-07-01 | 21.9865248484877 |
| 2005-08-01 | 22.0154933150504 |
| 2005-09-01 | 22.0683980560272 |
| 2005-10-01 | 21.7166112171633 |
| 2005-11-01 | 21.7364646339391 |
| 2005-12-01 | 21.7509763915447 |
| 2006-01-01 | 21.8842066083449 |
| 2006-02-01 | 21.8025947652456 |
| 2006-03-01 | 21.8799600626535 |
| 2006-04-01 | 21.8321132641181 |
| 2006-05-01 | 21.8984285422328 |
| 2006-06-01 | 21.9948716573035 |
| 2006-07-01 | 22.3239966120175 |
| 2006-08-01 | 22.2682747331876 |
| 2006-09-01 | 22.2821343027507 |
| 2006-10-01 | 22.4976316302792 |
| 2006-11-01 | 22.6097599378452 |
| 2006-12-01 | 22.8610423489846 |
| 2007-01-01 | 22.5342592709625 |
| 2007-02-01 | 22.4713322527481 |
| 2007-03-01 | 22.5578303256252 |
| 2007-04-01 | 22.6260290581612 |
| 2007-05-01 | 22.6269653046490 |
| 2007-06-01 | 22.8986346913943 |
| 2007-07-01 | 22.6804692557595 |
| 2007-08-01 | 22.7355033734781 |
| 2007-09-01 | 22.4998577721545 |
| 2007-10-01 | 22.9595942860999 |
| 2007-11-01 | 23.0762398864672 |
| 2007-12-01 | 23.3616452839435 |
| 2008-01-01 | 23.5897127175553 |
| 2008-02-01 | 23.6281143954735 |
| 2008-03-01 | 23.5389259259189 |
| 2008-04-01 | 23.5100897899552 |
| 2008-05-01 | 23.6805876749093 |
| 2008-06-01 | 23.6042009440928 |
| 2008-07-01 | 23.2504162214457 |
| 2008-08-01 | 23.2927252628008 |
| 2008-09-01 | 23.6924929847541 |
| 2008-10-01 | 23.8229101556839 |
| 2008-11-01 | 23.9587518568202 |
| 2008-12-01 | 23.7540549758231 |
| 2009-01-01 | 23.8529605402522 |
| 2009-02-01 | 23.8787248315389 |
| 2009-03-01 | 23.9226882938954 |
| 2009-04-01 | 23.8944075884136 |
| 2009-05-01 | 23.9379970267804 |
| 2009-06-01 | 24.0483706420902 |
| 2009-07-01 | 23.8997197383618 |
| 2009-08-01 | 23.7161600084925 |
| 2009-09-01 | 24.0795977948825 |
| 2009-10-01 | 24.0827558032681 |
| 2009-11-01 | 24.0352059837960 |
| 2009-12-01 | 24.0591316252908 |
| 2010-01-01 | 23.9331101572004 |
| 2010-02-01 | 23.8431703191906 |
| 2010-03-01 | 23.9006307234143 |
| 2010-04-01 | 24.0797531398059 |
| 2010-05-01 | 24.1001201618085 |
| 2010-06-01 | 24.1225808068355 |
| 2010-07-01 | 23.9200300457813 |
| 2010-08-01 | 23.7994055944371 |
| 2010-09-01 | 23.8485185465463 |
| 2010-10-01 | 23.9589366937506 |
| 2010-11-01 | 23.9240018110410 |
| 2010-12-01 | 23.9711445976420 |
| 2011-01-01 | 23.9192536271498 |
| 2011-02-01 | 24.0232954710957 |
| 2011-03-01 | 23.9792866174377 |
| 2011-04-01 | 24.0654094852397 |
| 2011-05-01 | 23.9601523931244 |
| 2011-06-01 | 24.0113781955902 |
| 2011-07-01 | 24.3071277626106 |
| 2011-08-01 | 24.1583153551702 |
| 2011-09-01 | 24.3289793190276 |
| 2011-10-01 | 24.2428940289541 |
| 2011-11-01 | 24.3094561039657 |
| 2011-12-01 | 24.2862263730992 |
| 2012-01-01 | 24.5172079078216 |
| 2012-02-01 | 24.6146912328813 |
| 2012-03-01 | 24.6601099622688 |
| 2012-04-01 | 24.6546249550750 |
| 2012-05-01 | 24.7123921361922 |
| 2012-06-01 | 24.7894159703742 |
| 2012-07-01 | 24.9792908606128 |
| 2012-08-01 | 25.2089651605339 |
| 2012-09-01 | 25.2121751118474 |
| 2012-10-01 | 25.3462835877019 |
| 2012-11-01 | 25.4059404862449 |
| 2012-12-01 | 25.4997019781756 |
| 2013-01-01 | 25.3081552816020 |
| 2013-02-01 | 25.5126145170521 |
| 2013-03-01 | 25.6466410849661 |
| 2013-04-01 | 25.5459788742350 |
| 2013-05-01 | 25.6447696824140 |
| 2013-06-01 | 25.6540148898153 |
| 2013-07-01 | 25.5518402906500 |
| 2013-08-01 | 25.8586868667314 |
| 2013-09-01 | 25.9075011330194 |
| 2013-10-01 | 26.0606452385721 |
| 2013-11-01 | 26.0012954199348 |
| 2013-12-01 | 26.0100723277496 |
| 2014-01-01 | 26.1030357046390 |
| 2014-02-01 | 26.2187432838968 |
| 2014-03-01 | 26.2320728286229 |
| 2014-04-01 | 26.3442140119569 |
| 2014-05-01 | 26.2621659629083 |
| 2014-06-01 | 26.2854770453085 |
| 2014-07-01 | 26.3280604651358 |
| 2014-08-01 | 26.3289477331023 |
| 2014-09-01 | 26.3027583689441 |
| 2014-10-01 | 26.2749250903606 |
| 2014-11-01 | 26.3097095301537 |
| 2014-12-01 | 26.2168237086569 |
| 2015-01-01 | 26.1961767288251 |
| 2015-02-01 | 26.2303375319486 |
| 2015-03-01 | 26.2301069394190 |
| 2015-04-01 | 26.3359173093485 |
| 2015-05-01 | 26.4708036230327 |
| 2015-06-01 | 26.4872312957196 |
| 2015-07-01 | 26.6074158853866 |
| 2015-08-01 | 26.6221316071094 |
| 2015-09-01 | 26.5954466670563 |
| 2015-10-01 | 26.6820391610132 |
| 2015-11-01 | 26.8210172682098 |
| 2015-12-01 | 27.0236182862343 |
| 2016-01-01 | 27.1010067336515 |
| 2016-02-01 | 27.0322948495198 |
| 2016-03-01 | 27.1395475624327 |
| 2016-04-01 | 27.2373680613012 |
| 2016-05-01 | 27.0735318522225 |
| 2016-06-01 | 26.9699448415780 |
| 2016-07-01 | 26.9795543182061 |
| 2016-08-01 | 27.1388788965817 |
| 2016-09-01 | 27.0788842112889 |
| 2016-10-01 | 26.9755812265528 |
| 2016-11-01 | 27.0385992663836 |
| 2016-12-01 | 26.7356867576484 |
| 2017-01-01 | 27.0052739872959 |
| 2017-02-01 | 27.1229413360246 |
| 2017-03-01 | 27.0606718203759 |
| 2017-04-01 | 26.7480538910360 |
| 2017-05-01 | 26.9750260685593 |
| 2017-06-01 | 27.0562202445588 |
| 2017-07-01 | 27.0610905912680 |
| 2017-08-01 | 27.0490661825352 |
| 2017-09-01 | 27.1506496094830 |
| 2017-10-01 | 27.2638052528802 |
| 2017-11-01 | 27.2420657621496 |
| 2017-12-01 | 27.3423675001196 |
| 2018-01-01 | 27.4278275098649 |
| 2018-02-01 | 27.4152766441196 |
| 2018-03-01 | 27.4814619493690 |
| 2018-04-01 | 27.5713217827282 |
| 2018-05-01 | 27.5730835631009 |
| 2018-06-01 | 27.6440481405136 |
| 2018-07-01 | 27.6438643723215 |
| 2018-08-01 | 27.2607925448586 |
| 2018-09-01 | 27.6251575943245 |
| 2018-10-01 | 27.6413964506145 |
| 2018-11-01 | 27.6341721626580 |
| 2018-12-01 | 27.2443498005237 |
| 2019-01-01 | 27.7513335979158 |
| 2019-02-01 | 27.9145607068824 |
| 2019-03-01 | 27.9172859469497 |
| 2019-04-01 | 27.9861973949389 |
| 2019-05-01 | 28.0670142621434 |
| 2019-06-01 | 28.1409163015377 |
| 2019-07-01 | 28.1361269802104 |
| 2019-08-01 | 27.9583256847736 |
| 2019-09-01 | 27.9983687916869 |
| 2019-10-01 | 28.0283781897644 |
| 2019-11-01 | 27.9162724555689 |
| 2019-12-01 | 27.9374119086401 |
| 2020-01-01 | 28.0813985376610 |
| 2020-02-01 | 28.2205412054344 |
| 2020-03-01 | 28.1500850124221 |
| 2020-04-01 | 26.5042951917370 |
| 2020-05-01 | 26.4639262513761 |
| 2020-06-01 | 26.8335210082662 |
| 2020-07-01 | 27.1164567645312 |
| 2020-08-01 | 27.5453789616244 |
| 2020-09-01 | 27.6932473879528 |
| 2020-10-01 | 27.7174406249793 |
| 2020-11-01 | 27.9064633725178 |
| 2020-12-01 | 27.9309141694602 |
| 2021-01-01 | 27.6992663633163 |
| 2021-02-01 | 27.8329673574761 |
| 2021-03-01 | 27.9798166570266 |
| 2021-04-01 | 27.9182197105170 |
| 2021-05-01 | 27.8654790773648 |
| 2021-06-01 | 27.3229074446723 |
| 2021-07-01 | 27.5934378292303 |
| 2021-08-01 | 27.5110173285789 |
| 2021-09-01 | 27.2959606796421 |
| 2021-10-01 | 27.7300143925869 |
| 2021-11-01 | 27.5990305410743 |
| 2021-12-01 | 27.5203810476744 |
| 2022-01-01 | 27.5210155388183 |
| 2022-02-01 | 27.4571368416693 |
| 2022-03-01 | 27.3960566550279 |
| 2022-04-01 | 27.7277744775017 |
| 2022-05-01 | 27.7723634983973 |
| 2022-06-01 | 27.6921119087562 |
| 2022-07-01 | 27.6597703149827 |
| 2022-08-01 | 27.7742367110575 |
| 2022-09-01 | 28.0129213563858 |
| 2022-10-01 | 28.0503050784910 |
| 2022-11-01 | 28.1093199715349 |
| 2022-12-01 | 28.3135344250278 |
| 2023-01-01 | 28.4243455637245 |
| 2023-02-01 | 28.5923939274064 |
| 2023-03-01 | 28.6189784330934 |
| 2023-04-01 | 28.5298893891167 |
| 2023-05-01 | 28.5673789183624 |
| 2023-06-01 | 28.8503631451946 |
| 2023-07-01 | 29.1265305650149 |
| 2023-08-01 | 29.2407269446045 |
| 2023-09-01 | 29.2242467568229 |
| 2023-10-01 | 29.4813529302052 |
| 2023-11-01 | 29.4310648678469 |
| 2023-12-01 | 29.5084129639935 |
| 2024-01-01 | 29.7274483129142 |
| 2024-02-01 | 29.9262616414720 |
| 2024-03-01 | 30.0361983956629 |
| 2024-04-01 | 30.0333350444755 |
| 2024-05-01 | 30.0594851548265 |
| 2024-06-01 | 30.2018438624439 |
| 2024-07-01 | 30.2912069706919 |
| 2024-08-01 | 30.2149691181674 |
| 2024-09-01 | 30.1388966474561 |
| 2024-10-01 | 30.1038271117344 |
| 2024-11-01 | 30.2599374164390 |
| 2024-12-01 | 30.2134855114888 |
| 2025-01-01 | 30.1212865164732 |
| 2025-02-01 | 30.0536430062749 |
| 2025-03-01 | 30.2529726515312 |
| 2025-04-01 | 30.4366472106577 |
| 2025-05-01 | 30.4436944990386 |
| 2025-06-01 | 30.6646812173669 |
| 2025-07-01 | 30.4674659069340 |
| 2025-08-01 | 30.5969008063606 |
| 2025-09-01 | 30.6450936338817 |
| 2025-10-01 | 30.5271257223965 |
| 2025-11-01 | 30.6747911047073 |
| 2025-12-01 | 30.9148865366664 |
| 2026-01-01 | 31.0237875611376 |
| 2026-02-01 | 30.8769389385868 |
| 2026-03-01 | 30.9621647590929 |
| 2026-04-01 | 31.0345269155956 |
| 2026-05-01 | 31.2292481079227 |
| 2026-06-01 | 31.2402769421488 |