Table Data - All Employees: Private Service Providing in Roanoke, VA (MSA)
| Title | All Employees: Private Service Providing in Roanoke, VA (MSA) |
|---|---|
| Series ID | SMU51402200800000001SA |
| 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 10:49 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 | 88.9609315300 |
| 1990-02-01 | 89.3017010204 |
| 1990-03-01 | 89.2230264562 |
| 1990-04-01 | 89.4251981439 |
| 1990-05-01 | 89.7244756413 |
| 1990-06-01 | 89.6999624918 |
| 1990-07-01 | 89.5847336779 |
| 1990-08-01 | 89.9546337993 |
| 1990-09-01 | 90.7570763947 |
| 1990-10-01 | 89.5357349476 |
| 1990-11-01 | 89.3350302291 |
| 1990-12-01 | 89.3043006025 |
| 1991-01-01 | 89.1657471127 |
| 1991-02-01 | 89.2160082647 |
| 1991-03-01 | 89.2987915000 |
| 1991-04-01 | 89.6234724309 |
| 1991-05-01 | 89.5261831941 |
| 1991-06-01 | 90.0725601743 |
| 1991-07-01 | 88.2652011754 |
| 1991-08-01 | 88.6585718698 |
| 1991-09-01 | 88.8774804656 |
| 1991-10-01 | 88.6501015503 |
| 1991-11-01 | 89.0682253157 |
| 1991-12-01 | 88.7163815418 |
| 1992-01-01 | 88.6845547685 |
| 1992-02-01 | 88.5365770780 |
| 1992-03-01 | 88.5467109569 |
| 1992-04-01 | 87.6962029020 |
| 1992-05-01 | 88.2227740650 |
| 1992-06-01 | 88.3172409139 |
| 1992-07-01 | 89.0238377605 |
| 1992-08-01 | 89.6740030370 |
| 1992-09-01 | 89.4828071086 |
| 1992-10-01 | 90.0146282606 |
| 1992-11-01 | 90.0296621956 |
| 1992-12-01 | 90.3142822266 |
| 1993-01-01 | 91.0636101511 |
| 1993-02-01 | 91.7514078405 |
| 1993-03-01 | 90.8869439283 |
| 1993-04-01 | 91.0329104010 |
| 1993-05-01 | 91.4201027880 |
| 1993-06-01 | 91.4397445566 |
| 1993-07-01 | 90.5765367594 |
| 1993-08-01 | 91.1169229584 |
| 1993-09-01 | 91.8953156217 |
| 1993-10-01 | 92.4184809776 |
| 1993-11-01 | 92.5236322343 |
| 1993-12-01 | 92.7241971439 |
| 1994-01-01 | 92.6657442068 |
| 1994-02-01 | 92.6841618839 |
| 1994-03-01 | 93.1555231156 |
| 1994-04-01 | 93.0485672421 |
| 1994-05-01 | 93.2777877366 |
| 1994-06-01 | 93.7295154389 |
| 1994-07-01 | 94.1421618524 |
| 1994-08-01 | 94.2311585566 |
| 1994-09-01 | 94.2638457862 |
| 1994-10-01 | 94.8780390243 |
| 1994-11-01 | 94.9144214826 |
| 1994-12-01 | 95.0977431742 |
| 1995-01-01 | 96.8288077718 |
| 1995-02-01 | 96.3485247073 |
| 1995-03-01 | 96.6506748046 |
| 1995-04-01 | 96.7589748206 |
| 1995-05-01 | 96.8159283671 |
| 1995-06-01 | 96.8398013047 |
| 1995-07-01 | 96.7978853685 |
| 1995-08-01 | 96.6631324798 |
| 1995-09-01 | 97.3381749763 |
| 1995-10-01 | 97.0159198028 |
| 1995-11-01 | 97.4941075383 |
| 1995-12-01 | 98.2133125091 |
| 1996-01-01 | 98.0872444970 |
| 1996-02-01 | 99.1353536393 |
| 1996-03-01 | 98.9702301467 |
| 1996-04-01 | 99.7034234714 |
| 1996-05-01 | 99.4237580408 |
| 1996-06-01 | 99.7724234351 |
| 1996-07-01 | 99.7320906025 |
| 1996-08-01 | 100.3133342889 |
| 1996-09-01 | 99.9641381958 |
| 1996-10-01 | 100.1495388818 |
| 1996-11-01 | 101.0511335305 |
| 1996-12-01 | 100.5110845461 |
| 1997-01-01 | 100.8425872893 |
| 1997-02-01 | 100.6304628600 |
| 1997-03-01 | 101.0022183118 |
| 1997-04-01 | 101.2915533916 |
| 1997-05-01 | 102.4556391875 |
| 1997-06-01 | 102.1549380388 |
| 1997-07-01 | 101.2426607654 |
| 1997-08-01 | 102.4377995089 |
| 1997-09-01 | 102.8174528380 |
| 1997-10-01 | 102.5865340056 |
| 1997-11-01 | 102.9920996090 |
| 1997-12-01 | 103.3629260276 |
| 1998-01-01 | 103.1284389069 |
| 1998-02-01 | 103.4361888418 |
| 1998-03-01 | 103.1490184925 |
| 1998-04-01 | 104.4367797375 |
| 1998-05-01 | 104.7707433614 |
| 1998-06-01 | 104.6382451820 |
| 1998-07-01 | 105.0640792744 |
| 1998-08-01 | 105.4446406317 |
| 1998-09-01 | 105.4274785052 |
| 1998-10-01 | 106.0913375635 |
| 1998-11-01 | 106.2419106831 |
| 1998-12-01 | 106.1672801728 |
| 1999-01-01 | 106.6940658640 |
| 1999-02-01 | 107.0375701952 |
| 1999-03-01 | 107.1804545889 |
| 1999-04-01 | 107.0071209104 |
| 1999-05-01 | 107.2094923945 |
| 1999-06-01 | 107.2329648984 |
| 1999-07-01 | 107.6067160465 |
| 1999-08-01 | 107.3851041883 |
| 1999-09-01 | 107.4437479050 |
| 1999-10-01 | 107.4520097459 |
| 1999-11-01 | 107.6901304996 |
| 1999-12-01 | 108.0809757891 |
| 2000-01-01 | 108.3276738591 |
| 2000-02-01 | 108.5214031914 |
| 2000-03-01 | 109.3252479246 |
| 2000-04-01 | 108.5640199712 |
| 2000-05-01 | 108.7228345232 |
| 2000-06-01 | 109.2155626352 |
| 2000-07-01 | 109.7815686917 |
| 2000-08-01 | 110.2904946566 |
| 2000-09-01 | 110.2360010600 |
| 2000-10-01 | 110.7537635955 |
| 2000-11-01 | 110.5524903448 |
| 2000-12-01 | 110.2434414280 |
| 2001-01-01 | 110.5674262882 |
| 2001-02-01 | 110.6668322611 |
| 2001-03-01 | 110.4871280325 |
| 2001-04-01 | 112.0953120645 |
| 2001-05-01 | 111.9609512760 |
| 2001-06-01 | 112.4764167731 |
| 2001-07-01 | 110.9751309053 |
| 2001-08-01 | 111.4347411075 |
| 2001-09-01 | 111.8791211480 |
| 2001-10-01 | 111.6814081082 |
| 2001-11-01 | 111.8133920188 |
| 2001-12-01 | 112.3703878146 |
| 2002-01-01 | 112.3703376249 |
| 2002-02-01 | 112.4847235485 |
| 2002-03-01 | 112.7753604839 |
| 2002-04-01 | 112.2729395294 |
| 2002-05-01 | 112.2956280840 |
| 2002-06-01 | 112.6229790035 |
| 2002-07-01 | 111.8619517696 |
| 2002-08-01 | 112.8521808698 |
| 2002-09-01 | 113.3634986116 |
| 2002-10-01 | 113.0711193558 |
| 2002-11-01 | 113.0929465581 |
| 2002-12-01 | 113.1264990931 |
| 2003-01-01 | 112.2319356783 |
| 2003-02-01 | 111.6588392047 |
| 2003-03-01 | 111.1979297503 |
| 2003-04-01 | 111.1748067673 |
| 2003-05-01 | 110.8876914790 |
| 2003-06-01 | 109.5910342100 |
| 2003-07-01 | 109.0084418917 |
| 2003-08-01 | 108.6102161601 |
| 2003-09-01 | 108.8404878067 |
| 2003-10-01 | 109.0592972989 |
| 2003-11-01 | 108.9474496710 |
| 2003-12-01 | 108.8538231159 |
| 2004-01-01 | 108.2336178929 |
| 2004-02-01 | 107.4071657398 |
| 2004-03-01 | 108.2670646106 |
| 2004-04-01 | 108.4944270762 |
| 2004-05-01 | 108.8064773285 |
| 2004-06-01 | 109.0865459076 |
| 2004-07-01 | 108.9463227876 |
| 2004-08-01 | 108.9881890302 |
| 2004-09-01 | 108.3835063403 |
| 2004-10-01 | 107.2127889772 |
| 2004-11-01 | 107.5577479243 |
| 2004-12-01 | 107.3931597678 |
| 2005-01-01 | 108.0067198627 |
| 2005-02-01 | 108.5198681945 |
| 2005-03-01 | 108.3782580151 |
| 2005-04-01 | 109.3704175637 |
| 2005-05-01 | 109.1905616435 |
| 2005-06-01 | 108.7010056346 |
| 2005-07-01 | 110.0092095080 |
| 2005-08-01 | 110.4755360072 |
| 2005-09-01 | 110.5325495399 |
| 2005-10-01 | 110.3965437525 |
| 2005-11-01 | 110.5245427812 |
| 2005-12-01 | 110.9353968626 |
| 2006-01-01 | 111.5887317603 |
| 2006-02-01 | 111.6269371943 |
| 2006-03-01 | 112.0033870146 |
| 2006-04-01 | 111.4357656106 |
| 2006-05-01 | 111.0630060671 |
| 2006-06-01 | 111.8216428469 |
| 2006-07-01 | 112.5371256562 |
| 2006-08-01 | 112.4691104265 |
| 2006-09-01 | 112.2098053710 |
| 2006-10-01 | 112.8313750494 |
| 2006-11-01 | 113.2631142023 |
| 2006-12-01 | 113.4307799198 |
| 2007-01-01 | 113.7964760949 |
| 2007-02-01 | 113.4584799343 |
| 2007-03-01 | 114.0390815823 |
| 2007-04-01 | 113.5921665119 |
| 2007-05-01 | 113.9129649472 |
| 2007-06-01 | 114.1430632220 |
| 2007-07-01 | 113.9111927641 |
| 2007-08-01 | 113.8347466263 |
| 2007-09-01 | 113.5259124374 |
| 2007-10-01 | 113.8302285406 |
| 2007-11-01 | 113.9868601792 |
| 2007-12-01 | 113.7894572258 |
| 2008-01-01 | 113.7643429019 |
| 2008-02-01 | 113.8239511849 |
| 2008-03-01 | 113.5203647140 |
| 2008-04-01 | 113.4719748863 |
| 2008-05-01 | 113.2096161936 |
| 2008-06-01 | 113.1682068001 |
| 2008-07-01 | 112.6054204176 |
| 2008-08-01 | 113.4522827099 |
| 2008-09-01 | 113.2791669519 |
| 2008-10-01 | 113.0440867723 |
| 2008-11-01 | 112.4359105418 |
| 2008-12-01 | 112.1543611604 |
| 2009-01-01 | 111.1592540757 |
| 2009-02-01 | 110.9050782021 |
| 2009-03-01 | 110.1298332076 |
| 2009-04-01 | 109.4803087934 |
| 2009-05-01 | 109.3810929122 |
| 2009-06-01 | 109.1049165365 |
| 2009-07-01 | 107.9822281477 |
| 2009-08-01 | 108.2212402749 |
| 2009-09-01 | 108.7091707942 |
| 2009-10-01 | 108.6180350981 |
| 2009-11-01 | 108.7383910880 |
| 2009-12-01 | 108.6370384879 |
| 2010-01-01 | 108.7737905049 |
| 2010-02-01 | 108.2826007440 |
| 2010-03-01 | 108.5309226826 |
| 2010-04-01 | 109.7471515671 |
| 2010-05-01 | 109.6519889184 |
| 2010-06-01 | 109.5441210176 |
| 2010-07-01 | 109.1207877936 |
| 2010-08-01 | 108.5462840396 |
| 2010-09-01 | 108.4383822592 |
| 2010-10-01 | 109.4654619593 |
| 2010-11-01 | 109.3771068665 |
| 2010-12-01 | 109.2375032801 |
| 2011-01-01 | 109.1505045566 |
| 2011-02-01 | 109.5794379492 |
| 2011-03-01 | 109.6155452020 |
| 2011-04-01 | 109.8078686270 |
| 2011-05-01 | 109.5243073544 |
| 2011-06-01 | 109.5905161143 |
| 2011-07-01 | 110.0272049688 |
| 2011-08-01 | 110.0174818438 |
| 2011-09-01 | 110.2252148087 |
| 2011-10-01 | 109.9508466438 |
| 2011-11-01 | 109.9100253272 |
| 2011-12-01 | 110.2058077241 |
| 2012-01-01 | 110.8229302880 |
| 2012-02-01 | 110.8762067666 |
| 2012-03-01 | 111.2803366495 |
| 2012-04-01 | 111.2176842481 |
| 2012-05-01 | 111.2152292420 |
| 2012-06-01 | 111.2377315404 |
| 2012-07-01 | 111.5036363938 |
| 2012-08-01 | 111.7629666362 |
| 2012-09-01 | 111.8553380168 |
| 2012-10-01 | 111.8427450137 |
| 2012-11-01 | 112.0243856399 |
| 2012-12-01 | 112.1471523886 |
| 2013-01-01 | 111.7698181022 |
| 2013-02-01 | 112.5807147273 |
| 2013-03-01 | 112.4735152959 |
| 2013-04-01 | 112.2405154813 |
| 2013-05-01 | 112.3214368596 |
| 2013-06-01 | 112.4783029338 |
| 2013-07-01 | 112.4726894504 |
| 2013-08-01 | 112.8056971601 |
| 2013-09-01 | 112.8329723327 |
| 2013-10-01 | 113.0048870123 |
| 2013-11-01 | 113.1088465739 |
| 2013-12-01 | 113.0641910466 |
| 2014-01-01 | 113.1398022173 |
| 2014-02-01 | 112.8533708355 |
| 2014-03-01 | 113.2747886633 |
| 2014-04-01 | 113.6200704536 |
| 2014-05-01 | 113.6162715470 |
| 2014-06-01 | 113.6947801068 |
| 2014-07-01 | 113.5258680864 |
| 2014-08-01 | 113.5943210281 |
| 2014-09-01 | 113.7429229458 |
| 2014-10-01 | 113.3291241382 |
| 2014-11-01 | 113.4866567818 |
| 2014-12-01 | 113.7762451644 |
| 2015-01-01 | 113.6022928024 |
| 2015-02-01 | 113.5314179034 |
| 2015-03-01 | 113.4933059835 |
| 2015-04-01 | 113.4827443887 |
| 2015-05-01 | 113.8926598828 |
| 2015-06-01 | 113.8856136301 |
| 2015-07-01 | 114.2796466564 |
| 2015-08-01 | 114.5539596985 |
| 2015-09-01 | 114.5668442270 |
| 2015-10-01 | 114.8087859660 |
| 2015-11-01 | 114.9887093874 |
| 2015-12-01 | 115.0927471476 |
| 2016-01-01 | 115.0704818207 |
| 2016-02-01 | 114.8665402089 |
| 2016-03-01 | 114.9838209725 |
| 2016-04-01 | 115.3629779364 |
| 2016-05-01 | 114.7752603760 |
| 2016-06-01 | 115.1867305685 |
| 2016-07-01 | 115.1341896889 |
| 2016-08-01 | 115.0512235761 |
| 2016-09-01 | 114.7802383180 |
| 2016-10-01 | 114.8619135869 |
| 2016-11-01 | 114.9159213962 |
| 2016-12-01 | 114.3089157777 |
| 2017-01-01 | 114.1147387483 |
| 2017-02-01 | 114.7789465384 |
| 2017-03-01 | 114.5539174939 |
| 2017-04-01 | 114.2531324104 |
| 2017-05-01 | 114.4924895887 |
| 2017-06-01 | 114.4139348626 |
| 2017-07-01 | 114.5112579880 |
| 2017-08-01 | 114.5637222291 |
| 2017-09-01 | 114.4602051691 |
| 2017-10-01 | 114.5852969768 |
| 2017-11-01 | 114.8313889414 |
| 2017-12-01 | 115.2303978486 |
| 2018-01-01 | 115.0607137140 |
| 2018-02-01 | 114.9440666911 |
| 2018-03-01 | 115.2970992926 |
| 2018-04-01 | 115.6093848875 |
| 2018-05-01 | 115.6204438925 |
| 2018-06-01 | 115.5955700198 |
| 2018-07-01 | 115.4963504395 |
| 2018-08-01 | 115.2572805632 |
| 2018-09-01 | 115.6256364091 |
| 2018-10-01 | 115.7024667508 |
| 2018-11-01 | 115.3215901036 |
| 2018-12-01 | 114.8097309999 |
| 2019-01-01 | 115.8330126063 |
| 2019-02-01 | 115.9029715227 |
| 2019-03-01 | 116.0645320823 |
| 2019-04-01 | 116.1489624917 |
| 2019-05-01 | 115.8583246426 |
| 2019-06-01 | 116.1072779197 |
| 2019-07-01 | 115.3055403190 |
| 2019-08-01 | 115.0355857333 |
| 2019-09-01 | 114.8471115613 |
| 2019-10-01 | 114.6548614097 |
| 2019-11-01 | 114.5981209713 |
| 2019-12-01 | 114.5728748840 |
| 2020-01-01 | 115.6235045692 |
| 2020-02-01 | 115.9591503720 |
| 2020-03-01 | 115.2213336840 |
| 2020-04-01 | 100.4899517154 |
| 2020-05-01 | 101.3941399730 |
| 2020-06-01 | 104.9055151721 |
| 2020-07-01 | 106.6343148034 |
| 2020-08-01 | 107.7803360791 |
| 2020-09-01 | 108.6719039293 |
| 2020-10-01 | 109.4619339871 |
| 2020-11-01 | 109.8596944812 |
| 2020-12-01 | 110.0230907780 |
| 2021-01-01 | 110.3437191023 |
| 2021-02-01 | 110.4448878706 |
| 2021-03-01 | 110.5760670022 |
| 2021-04-01 | 110.2761810581 |
| 2021-05-01 | 110.7228067354 |
| 2021-06-01 | 110.4637900195 |
| 2021-07-01 | 111.3851581683 |
| 2021-08-01 | 111.2139761344 |
| 2021-09-01 | 110.9896864519 |
| 2021-10-01 | 111.8138050896 |
| 2021-11-01 | 111.9237508100 |
| 2021-12-01 | 112.2010148246 |
| 2022-01-01 | 111.9582298573 |
| 2022-02-01 | 112.4821320681 |
| 2022-03-01 | 112.3942705587 |
| 2022-04-01 | 113.1544831795 |
| 2022-05-01 | 113.1140354115 |
| 2022-06-01 | 113.0739675269 |
| 2022-07-01 | 113.2454891286 |
| 2022-08-01 | 113.4264025794 |
| 2022-09-01 | 114.4369073753 |
| 2022-10-01 | 113.5993933502 |
| 2022-11-01 | 114.0982667292 |
| 2022-12-01 | 114.3674824504 |
| 2023-01-01 | 114.6746183373 |
| 2023-02-01 | 114.8850762495 |
| 2023-03-01 | 114.8234993609 |
| 2023-04-01 | 114.5955319471 |
| 2023-05-01 | 114.2864225091 |
| 2023-06-01 | 114.9351800940 |
| 2023-07-01 | 114.5039191845 |
| 2023-08-01 | 114.6488255206 |
| 2023-09-01 | 114.6707478365 |
| 2023-10-01 | 114.5887390932 |
| 2023-11-01 | 114.5984659425 |
| 2023-12-01 | 114.6478381990 |
| 2024-01-01 | 114.6485353158 |
| 2024-02-01 | 115.1381239802 |
| 2024-03-01 | 115.3611925669 |
| 2024-04-01 | 115.5561616358 |
| 2024-05-01 | 115.4637564932 |
| 2024-06-01 | 115.3601041023 |
| 2024-07-01 | 115.3519371806 |
| 2024-08-01 | 115.1564595645 |
| 2024-09-01 | 115.4089927461 |
| 2024-10-01 | 115.3526580580 |
| 2024-11-01 | 115.2987629111 |
| 2024-12-01 | 115.4356955130 |
| 2025-01-01 | 115.7195845684 |
| 2025-02-01 | 115.4975750546 |
| 2025-03-01 | 116.2331613334 |
| 2025-04-01 | 116.0367327922 |
| 2025-05-01 | 116.3486724417 |
| 2025-06-01 | 116.4042813267 |
| 2025-07-01 | 116.3677958946 |
| 2025-08-01 | 116.9647934785 |
| 2025-09-01 | 116.8259326119 |
| 2025-10-01 | 117.0784899632 |
| 2025-11-01 | 117.3993009448 |
| 2025-12-01 | 117.6310860007 |
| 2026-01-01 | 117.5755667308 |
| 2026-02-01 | 116.5611125869 |
| 2026-03-01 | 116.5235024858 |
| 2026-04-01 | 117.0507167085 |
| 2026-05-01 | 117.1343192496 |
| 2026-06-01 | 117.3855658309 |
| 2026-07-01 | 117.5591017204 |
| 2026-08-01 | 117.3524966414 |
| 2026-09-01 | 117.3486666879 |