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 2026-04-01
Last Updated 2026-05-26 12:47 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 88.9609315300201
1990-02-01 89.3017010203931
1990-03-01 89.2230264562161
1990-04-01 89.4251981438949
1990-05-01 89.7244756413008
1990-06-01 89.6999624918370
1990-07-01 89.5847336779261
1990-08-01 89.9546337993367
1990-09-01 90.7570763946622
1990-10-01 89.5357349476163
1990-11-01 89.3350302291229
1990-12-01 89.3043006024607
1991-01-01 89.1657471126644
1991-02-01 89.2160082646714
1991-03-01 89.2987914999970
1991-04-01 89.6234724308762
1991-05-01 89.5261831941008
1991-06-01 90.0725601743070
1991-07-01 88.2652011753981
1991-08-01 88.6585718698287
1991-09-01 88.8774804655579
1991-10-01 88.6501015502696
1991-11-01 89.0682253156619
1991-12-01 88.7163815418081
1992-01-01 88.6845547684846
1992-02-01 88.5365770779939
1992-03-01 88.5467109569161
1992-04-01 87.6962029020240
1992-05-01 88.2227740649717
1992-06-01 88.3172409139444
1992-07-01 89.0238377605139
1992-08-01 89.6740030369910
1992-09-01 89.4828071086364
1992-10-01 90.0146282605507
1992-11-01 90.0296621956081
1992-12-01 90.3142822266464
1993-01-01 91.0636101510599
1993-02-01 91.7514078404555
1993-03-01 90.8869439283319
1993-04-01 91.0329104010359
1993-05-01 91.4201027880174
1993-06-01 91.4397445566461
1993-07-01 90.5765367593649
1993-08-01 91.1169229584361
1993-09-01 91.8953156216857
1993-10-01 92.4184809776183
1993-11-01 92.5236322342854
1993-12-01 92.7241971439323
1994-01-01 92.6657442067926
1994-02-01 92.6841618839256
1994-03-01 93.1555231155606
1994-04-01 93.0485672420745
1994-05-01 93.2777877365607
1994-06-01 93.7295154388898
1994-07-01 94.1421618523775
1994-08-01 94.2311585565622
1994-09-01 94.2638457861710
1994-10-01 94.8780390243350
1994-11-01 94.9144214826379
1994-12-01 95.0977431742326
1995-01-01 96.8288077718118
1995-02-01 96.3485247073500
1995-03-01 96.6506748045720
1995-04-01 96.7589748206002
1995-05-01 96.8159283670675
1995-06-01 96.8398013047483
1995-07-01 96.7978853684922
1995-08-01 96.6631324797920
1995-09-01 97.3381749762713
1995-10-01 97.0159198027708
1995-11-01 97.4941075382687
1995-12-01 98.2133125090609
1996-01-01 98.0872444969543
1996-02-01 99.1353536392622
1996-03-01 98.9702301466631
1996-04-01 99.7034234714207
1996-05-01 99.4237580408372
1996-06-01 99.7724234350856
1996-07-01 99.7320906025140
1996-08-01 100.3133342888640
1996-09-01 99.9641381958103
1996-10-01 100.1495388818430
1996-11-01 101.0511335305010
1996-12-01 100.5110845460760
1997-01-01 100.8425872893050
1997-02-01 100.6304628600040
1997-03-01 101.0022183117840
1997-04-01 101.2915533915970
1997-05-01 102.4556391874850
1997-06-01 102.1549380387560
1997-07-01 101.2426607653980
1997-08-01 102.4377995089200
1997-09-01 102.8174528379560
1997-10-01 102.5865340056470
1997-11-01 102.9920996090400
1997-12-01 103.3629260276080
1998-01-01 103.1284389068760
1998-02-01 103.4361888418240
1998-03-01 103.1490184925070
1998-04-01 104.4367797375500
1998-05-01 104.7707433613750
1998-06-01 104.6382451819610
1998-07-01 105.0640792743570
1998-08-01 105.4446406316750
1998-09-01 105.4274785051870
1998-10-01 106.0913375635160
1998-11-01 106.2419106831520
1998-12-01 106.1672801728090
1999-01-01 106.6940658640130
1999-02-01 107.0375701952220
1999-03-01 107.1804545888800
1999-04-01 107.0071209104220
1999-05-01 107.2094923945040
1999-06-01 107.2329648983840
1999-07-01 107.6067160465550
1999-08-01 107.3851041882820
1999-09-01 107.4437479050410
1999-10-01 107.4520097458640
1999-11-01 107.6901304995850
1999-12-01 108.0809757890680
2000-01-01 108.3276738591400
2000-02-01 108.5214031914110
2000-03-01 109.3252479246040
2000-04-01 108.5640199712370
2000-05-01 108.7228345231310
2000-06-01 109.2155626352110
2000-07-01 109.7815686917530
2000-08-01 110.2904946565670
2000-09-01 110.2360010600420
2000-10-01 110.7537635955280
2000-11-01 110.5524903448380
2000-12-01 110.2434414280200
2001-01-01 110.5674262882320
2001-02-01 110.6668322610700
2001-03-01 110.4871280324020
2001-04-01 112.0953120643500
2001-05-01 111.9609512758070
2001-06-01 112.4764167731920
2001-07-01 110.9751309055070
2001-08-01 111.4347411075320
2001-09-01 111.8791211479700
2001-10-01 111.6814081084810
2001-11-01 111.8133920188360
2001-12-01 112.3703878147440
2002-01-01 112.3703376250450
2002-02-01 112.4847235484010
2002-03-01 112.7753604835170
2002-04-01 112.2729395288540
2002-05-01 112.2956280837240
2002-06-01 112.6229790039540
2002-07-01 111.8619517701620
2002-08-01 112.8521808699550
2002-09-01 113.3634986113540
2002-10-01 113.0711193559490
2002-11-01 113.0929465580210
2002-12-01 113.1264990935030
2003-01-01 112.2319356784200
2003-02-01 111.6588392043630
2003-03-01 111.1979297501420
2003-04-01 111.1748067669420
2003-05-01 110.8876914750580
2003-06-01 109.5910342102990
2003-07-01 109.0084418975190
2003-08-01 108.6102161603800
2003-09-01 108.8404878037840
2003-10-01 109.0592973015630
2003-11-01 108.9474496731620
2003-12-01 108.8538231170340
2004-01-01 108.2336178914060
2004-02-01 107.4071657356740
2004-03-01 108.2670646040700
2004-04-01 108.4944270707170
2004-05-01 108.8064773214190
2004-06-01 109.0865459146650
2004-07-01 108.9463228088410
2004-08-01 108.9881890386070
2004-09-01 108.3835063368860
2004-10-01 107.2127889794520
2004-11-01 107.5577479234700
2004-12-01 107.3931597643590
2005-01-01 108.0067198540020
2005-02-01 108.5198681815400
2005-03-01 108.3782579945730
2005-04-01 109.3704175470700
2005-05-01 109.1905616357210
2005-06-01 108.7010056617430
2005-07-01 110.0092095616210
2005-08-01 110.4755360395820
2005-09-01 110.5325495396230
2005-10-01 110.3965437457780
2005-11-01 110.5245427644720
2005-12-01 110.9353968482660
2006-01-01 111.5887317348970
2006-02-01 111.6269371616010
2006-03-01 112.0033869858730
2006-04-01 111.4357655809170
2006-05-01 111.0630060272750
2006-06-01 111.8216428227260
2006-07-01 112.5371259825470
2006-08-01 112.4691104167200
2006-09-01 112.2098053457010
2006-10-01 112.8313750299000
2006-11-01 113.2631141879950
2006-12-01 113.4307799164890
2007-01-01 113.7964760753340
2007-02-01 113.4584798444350
2007-03-01 114.0390815915700
2007-04-01 113.5921663154720
2007-05-01 113.9129645439060
2007-06-01 114.1430628157110
2007-07-01 113.9111932359760
2007-08-01 113.8347469049990
2007-09-01 113.5259129950280
2007-10-01 113.8302295826900
2007-11-01 113.9868610465280
2007-12-01 113.7894572010490
2008-01-01 113.7643418375830
2008-02-01 113.8239495267560
2008-03-01 113.5203635795870
2008-04-01 113.4719741357730
2008-05-01 113.2096156895940
2008-06-01 113.1682064418980
2008-07-01 112.6054214236160
2008-08-01 113.4522840132700
2008-09-01 113.2791691501100
2008-10-01 113.0440905384200
2008-11-01 112.4359136973800
2008-12-01 112.1543607032550
2009-01-01 111.1592498553470
2009-02-01 110.9050724097860
2009-03-01 110.1298295152460
2009-04-01 109.4803079598820
2009-05-01 109.3810939059980
2009-06-01 109.1049169535530
2009-07-01 107.9822277921740
2009-08-01 108.2212408845800
2009-09-01 108.7091744896670
2009-10-01 108.6180416967870
2009-11-01 108.7384003965760
2009-12-01 108.6370476274720
2010-01-01 108.7737968718740
2010-02-01 108.2825518113030
2010-03-01 108.5309276032280
2010-04-01 109.7471561852720
2010-05-01 109.6519924696510
2010-06-01 109.5441208232450
2010-07-01 109.1207841524750
2010-08-01 108.5462766404250
2010-09-01 108.4383792125330
2010-10-01 109.4654704313050
2010-11-01 109.3771304373190
2010-12-01 109.2375356672830
2011-01-01 109.1505369515790
2011-02-01 109.5793562154480
2011-03-01 109.6155553055930
2011-04-01 109.8078655223550
2011-05-01 109.5242978002490
2011-06-01 109.5904990719800
2011-07-01 110.0271871899230
2011-08-01 110.0174693592990
2011-09-01 110.2252002139300
2011-10-01 109.9508557171020
2011-11-01 109.9100483932810
2011-12-01 110.2059818261010
2012-01-01 110.8229715445730
2012-02-01 110.8760860439030
2012-03-01 111.2803475965290
2012-04-01 111.2176585226870
2012-05-01 111.2151758392240
2012-06-01 111.2376660312620
2012-07-01 111.5035853572100
2012-08-01 111.7629281067370
2012-09-01 111.8553040028380
2012-10-01 111.8427717545150
2012-11-01 112.0244629747310
2012-12-01 112.1475307182680
2013-01-01 111.7698815055530
2013-02-01 112.5805973904380
2013-03-01 112.4735491068720
2013-04-01 112.2405559668150
2013-05-01 112.3209453266780
2013-06-01 112.4782689620370
2013-07-01 112.4726225106660
2013-08-01 112.8056139878580
2013-09-01 112.8328826998290
2013-10-01 113.0049338924670
2013-11-01 113.1090302625170
2013-12-01 113.0652155309660
2014-01-01 113.1395850577660
2014-02-01 112.8532508519950
2014-03-01 113.2748839247520
2014-04-01 113.6201277878590
2014-05-01 113.6152566650280
2014-06-01 113.6946721797660
2014-07-01 113.5256716242590
2014-08-01 113.5941654602640
2014-09-01 113.7428525392880
2014-10-01 113.3292825832040
2014-11-01 113.4869907174780
2014-12-01 113.7791995587040
2015-01-01 113.6016445838790
2015-02-01 113.5310220618870
2015-03-01 113.4928681349000
2015-04-01 113.4820266835700
2015-05-01 113.8904015084470
2015-06-01 113.8851601239450
2015-07-01 114.2796060963270
2015-08-01 114.5543978858760
2015-09-01 114.5675871167560
2015-10-01 114.8097892134070
2015-11-01 114.9897277205630
2015-12-01 115.0982622124700
2016-01-01 115.0693652737730
2016-02-01 114.8652412938630
2016-03-01 114.9814737620130
2016-04-01 115.3597588287000
2016-05-01 114.7710033572840
2016-06-01 115.1851169316090
2016-07-01 115.1352698542880
2016-08-01 115.0538321710670
2016-09-01 114.7831806323100
2016-10-01 114.8647388589670
2016-11-01 114.9186425243290
2016-12-01 114.3176628718450
2017-01-01 114.1126226636100
2017-02-01 114.7758381826100
2017-03-01 114.5498062561750
2017-04-01 114.2436681218520
2017-05-01 114.4819811262710
2017-06-01 114.4090067185580
2017-07-01 114.5199096541500
2017-08-01 114.5713531846050
2017-09-01 114.4664536670480
2017-10-01 114.5905573487050
2017-11-01 114.8360447697340
2017-12-01 115.2407421259930
2018-01-01 115.0571616805080
2018-02-01 114.9383803545270
2018-03-01 115.2909595031490
2018-04-01 115.5918684287200
2018-05-01 115.6040593242890
2018-06-01 115.5831378402330
2018-07-01 115.5206154307750
2018-08-01 115.2702880346150
2018-09-01 115.6322627279590
2018-10-01 115.7108618905360
2018-11-01 115.3282688255690
2018-12-01 114.8201787974950
2019-01-01 115.8277780095490
2019-02-01 115.8949418013700
2019-03-01 116.0567743697710
2019-04-01 116.1239933728560
2019-05-01 115.8367350323230
2019-06-01 116.0884297794330
2019-07-01 115.3454427430680
2019-08-01 115.0534554741410
2019-09-01 114.8532185117890
2019-10-01 114.6653608467240
2019-11-01 114.6055247965320
2019-12-01 114.5807290716590
2020-01-01 115.6173011122470
2020-02-01 115.9498904942250
2020-03-01 115.2123719313390
2020-04-01 100.4621266301010
2020-05-01 101.3708121271990
2020-06-01 104.8848139174190
2020-07-01 106.6830822283700
2020-08-01 107.7993782688780
2020-09-01 108.6753942816070
2020-10-01 109.4730886392170
2020-11-01 109.8669863214400
2020-12-01 110.0280009350720
2021-01-01 110.3372289078730
2021-02-01 110.4358019728790
2021-03-01 110.5676983559470
2021-04-01 110.2493060041900
2021-05-01 110.6999771842430
2021-06-01 110.4475982659480
2021-07-01 111.4343084177140
2021-08-01 111.2313662187710
2021-09-01 110.9902895716170
2021-10-01 111.8223149052450
2021-11-01 111.9290764403690
2021-12-01 112.2029299159460
2022-01-01 111.9526933093390
2022-02-01 112.4754952408440
2022-03-01 112.3842873621590
2022-04-01 113.1331944414360
2022-05-01 113.0982362322500
2022-06-01 113.0667921812590
2022-07-01 113.2891718830800
2022-08-01 113.4377313860740
2022-09-01 114.4303748461170
2022-10-01 113.6017029575970
2022-11-01 114.1005235855270
2022-12-01 114.3737399447080
2023-01-01 114.6705709451020
2023-02-01 114.8815235519400
2023-03-01 114.8125254674310
2023-04-01 114.5745121794160
2023-05-01 114.2749579361380
2023-06-01 114.9500256475770
2023-07-01 114.5459406941620
2023-08-01 114.6481137425330
2023-09-01 114.6490955906590
2023-10-01 114.5818375533920
2023-11-01 114.6004754862200
2023-12-01 114.6638680831710
2024-01-01 114.6496904364400
2024-02-01 115.1376412375000
2024-03-01 115.3464467835850
2024-04-01 115.5272366835410
2024-05-01 115.4550481676960
2024-06-01 115.3963613074640
2024-07-01 115.4009891681160
2024-08-01 115.1439331199960
2024-09-01 115.3712341320750
2024-10-01 115.3366139975330
2024-11-01 115.3018409971560
2024-12-01 115.4645600344970
2025-01-01 115.7256381880210
2025-02-01 115.4983175953210
2025-03-01 116.2161834421920
2025-04-01 115.9922076414820
2025-05-01 116.3396013436450
2025-06-01 116.4571569605640
2025-07-01 116.4350237976660
2025-08-01 116.9429497862240
2025-09-01 116.7716918723790
2025-10-01 117.0551867932590
2025-11-01 117.4050509308020
2025-12-01 117.6693537339290
2026-01-01 117.5868611142640
2026-02-01 116.5624817440400
2026-03-01 116.5015347305160
2026-04-01 117.1911859526680

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