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 2026-05-01
Last Updated 2026-06-24 9:46 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 88.9609315300201
1990-02-01 89.3017010203930
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 90.0725601743071
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 97.0159198027707
1995-11-01 97.4941075382687
1995-12-01 98.2133125090609
1996-01-01 98.0872444969543
1996-02-01 99.1353536392623
1996-03-01 98.9702301466632
1996-04-01 99.7034234714207
1996-05-01 99.4237580408371
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
1997-02-01 100.6304628600050
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
1998-02-01 103.4361888418250
1998-03-01 103.1490184925080
1998-04-01 104.4367797375500
1998-05-01 104.7707433613750
1998-06-01 104.6382451819600
1998-07-01 105.0640792743560
1998-08-01 105.4446406316740
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
1999-03-01 107.1804545888820
1999-04-01 107.0071209104220
1999-05-01 107.2094923945050
1999-06-01 107.2329648983830
1999-07-01 107.6067160465520
1999-08-01 107.3851041882820
1999-09-01 107.4437479050410
1999-10-01 107.4520097458650
1999-11-01 107.6901304995850
1999-12-01 108.0809757890690
2000-01-01 108.3276738591410
2000-02-01 108.5214031914110
2000-03-01 109.3252479246070
2000-04-01 108.5640199712330
2000-05-01 108.7228345231360
2000-06-01 109.2155626352060
2000-07-01 109.7815686917460
2000-08-01 110.2904946565660
2000-09-01 110.2360010600430
2000-10-01 110.7537635955300
2000-11-01 110.5524903448410
2000-12-01 110.2434414280260
2001-01-01 110.5674262882390
2001-02-01 110.6668322610730
2001-03-01 110.4871280324040
2001-04-01 112.0953120643400
2001-05-01 111.9609512758050
2001-06-01 112.4764167731720
2001-07-01 110.9751309054890
2001-08-01 111.4347411075320
2001-09-01 111.8791211479770
2001-10-01 111.6814081085060
2001-11-01 111.8133920188460
2001-12-01 112.3703878147540
2002-01-01 112.3703376250610
2002-02-01 112.4847235484160
2002-03-01 112.7753604835330
2002-04-01 112.2729395287930
2002-05-01 112.2956280837160
2002-06-01 112.6229790038890
2002-07-01 111.8619517701300
2002-08-01 112.8521808699640
2002-09-01 113.3634986113930
2002-10-01 113.0711193560290
2002-11-01 113.0929465580590
2002-12-01 113.1264990935160
2003-01-01 112.2319356784320
2003-02-01 111.6588392043770
2003-03-01 111.1979297501240
2003-04-01 111.1748067667880
2003-05-01 110.8876914750520
2003-06-01 109.5910342102660
2003-07-01 109.0084418973170
2003-08-01 108.6102161604210
2003-09-01 108.8404878041840
2003-10-01 109.0592973016500
2003-11-01 108.9474496732160
2003-12-01 108.8538231170800
2004-01-01 108.2336178914110
2004-02-01 107.4071657356050
2004-03-01 108.2670646038380
2004-04-01 108.4944270702050
2004-05-01 108.8064773211100
2004-06-01 109.0865459144390
2004-07-01 108.9463228084690
2004-08-01 108.9881890389950
2004-09-01 108.3835063382910
2004-10-01 107.2127889806900
2004-11-01 107.5577479247150
2004-12-01 107.3931597649750
2005-01-01 108.0067198533550
2005-02-01 108.5198681797000
2005-03-01 108.3782579921070
2005-04-01 109.3704175443610
2005-05-01 109.1905616336820
2005-06-01 108.7010056608860
2005-07-01 110.0092095638450
2005-08-01 110.4755360424420
2005-09-01 110.5325495446330
2005-10-01 110.3965437508730
2005-11-01 110.5245427684550
2005-12-01 110.9353968490720
2006-01-01 111.5887317312760
2006-02-01 111.6269371543300
2006-03-01 112.0033869774920
2006-04-01 111.4357655730450
2006-05-01 111.0630060215490
2006-06-01 111.8216428205900
2006-07-01 112.5371259917170
2006-08-01 112.4691104257680
2006-09-01 112.2098053591940
2006-10-01 112.8313750410490
2006-11-01 113.2631141958640
2006-12-01 113.4307799210520
2007-01-01 113.7964760780940
2007-02-01 113.4584797923710
2007-03-01 114.0390815905760
2007-04-01 113.5921663015500
2007-05-01 113.9129645438400
2007-06-01 114.1430628159570
2007-07-01 113.9111932451400
2007-08-01 113.8347469340510
2007-09-01 113.5259130183850
2007-10-01 113.8302295665510
2007-11-01 113.9868610379220
2007-12-01 113.7894572129450
2008-01-01 113.7643418698640
2008-02-01 113.8239494597440
2008-03-01 113.5203636075710
2008-04-01 113.4719741175480
2008-05-01 113.2096156786220
2008-06-01 113.1682064239470
2008-07-01 112.6054214183730
2008-08-01 113.4522840564740
2008-09-01 113.2791691853720
2008-10-01 113.0440905075500
2008-11-01 112.4359137133450
2008-12-01 112.1543607535740
2009-01-01 111.1592499301280
2009-02-01 110.9050722754560
2009-03-01 110.1298294262830
2009-04-01 109.4803077486210
2009-05-01 109.3810937508830
2009-06-01 109.1049169713140
2009-07-01 107.9822280648530
2009-08-01 108.2212414910950
2009-09-01 108.7091750228310
2009-10-01 108.6180417711550
2009-11-01 108.7383999981290
2009-12-01 108.6370468458050
2010-01-01 108.7737962292340
2010-02-01 108.2825520696260
2010-03-01 108.5309270814690
2010-04-01 109.7471557187760
2010-05-01 109.6519922150350
2010-06-01 109.5441212108510
2010-07-01 109.1207853977630
2010-08-01 108.5462791842490
2010-09-01 108.4383816032580
2010-10-01 109.4654708519150
2010-11-01 109.3771284715210
2010-12-01 109.2375321554550
2011-01-01 109.1505336203830
2011-02-01 109.5793541773140
2011-03-01 109.6155550500230
2011-04-01 109.8078660548330
2011-05-01 109.5242981792440
2011-06-01 109.5905006471240
2011-07-01 110.0271904126850
2011-08-01 110.0174737358290
2011-09-01 110.2252099232810
2011-10-01 109.9508625145310
2011-11-01 109.9100518511390
2011-12-01 110.2059545608640
2012-01-01 110.8229636596310
2012-02-01 110.8760764128670
2012-03-01 111.2803441529860
2012-04-01 111.2176620179310
2012-05-01 111.2151830725740
2012-06-01 111.2376736521130
2012-07-01 111.5035930891190
2012-08-01 111.7629365285910
2012-09-01 111.8553258235360
2012-10-01 111.8427925168540
2012-11-01 112.0244735870470
2012-12-01 112.1474718817420
2013-01-01 111.7698576101730
2013-02-01 112.5805659118430
2013-03-01 112.4735282588770
2013-04-01 112.2405485436570
2013-05-01 112.3210199985260
2013-06-01 112.4782688995990
2013-07-01 112.4726273688210
2013-08-01 112.8056351708790
2013-09-01 112.8329252206250
2013-10-01 113.0049664861020
2013-11-01 113.1090513443640
2013-12-01 113.0652117521510
2014-01-01 113.1394490341980
2014-02-01 112.8531086205100
2014-03-01 113.2748670347900
2014-04-01 113.6201213100300
2014-05-01 113.6154100839220
2014-06-01 113.6946913795720
2014-07-01 113.5257065181910
2014-08-01 113.5942192499590
2014-09-01 113.7429335372260
2014-10-01 113.3293546724280
2014-11-01 113.4870378678520
2014-12-01 113.7791886944540
2015-01-01 113.6013411554690
2015-02-01 113.5306907887540
2015-03-01 113.4928001282210
2015-04-01 113.4820253210750
2015-05-01 113.8906958359820
2015-06-01 113.8852769109530
2015-07-01 114.2797344051070
2015-08-01 114.5545208215520
2015-09-01 114.5677221726390
2015-10-01 114.8099028926270
2015-11-01 114.9897903853910
2015-12-01 115.0982686391280
2016-01-01 115.0687799940690
2016-02-01 114.8646443416770
2016-03-01 114.9812969530820
2016-04-01 115.3596675845640
2016-05-01 114.7711806666450
2016-06-01 115.1859511847650
2016-07-01 115.1353563120070
2016-08-01 115.0540363038490
2016-09-01 114.7834516592670
2016-10-01 114.8649954506930
2016-11-01 114.9188088086020
2016-12-01 114.3178029391820
2017-01-01 114.1112202779330
2017-02-01 114.7749278338090
2017-03-01 114.5495191390160
2017-04-01 114.2433415018100
2017-05-01 114.4822365965850
2017-06-01 114.4106258582590
2017-07-01 114.5199507885150
2017-08-01 114.5717260120840
2017-09-01 114.4669852555890
2017-10-01 114.5910073799910
2017-11-01 114.8362449850670
2017-12-01 115.2409457961300
2018-01-01 115.0548331843080
2018-02-01 114.9371634556270
2018-03-01 115.2906183342920
2018-04-01 115.5912035336500
2018-05-01 115.6047843095950
2018-06-01 115.5852100121910
2018-07-01 115.5201410834640
2018-08-01 115.2703099075140
2018-09-01 115.6352729221800
2018-10-01 115.7107242916410
2018-11-01 115.3280638086080
2018-12-01 114.8201935173320
2019-01-01 115.8245939680720
2019-02-01 115.8933474566110
2019-03-01 116.0564009724400
2019-04-01 116.1233377902230
2019-05-01 115.8383469911790
2019-06-01 116.0904420406500
2019-07-01 115.3447258870730
2019-08-01 115.0534523882030
2019-09-01 114.8583032568510
2019-10-01 114.6638312605930
2019-11-01 114.6051366457730
2019-12-01 114.5803466680890
2020-01-01 115.6138376554990
2020-02-01 115.9479885439020
2020-03-01 115.2115365363210
2020-04-01 100.4607000694990
2020-05-01 101.3760878027990
2020-06-01 104.8859085578600
2020-07-01 106.6817554771610
2020-08-01 107.7993370005310
2020-09-01 108.6825126376700
2020-10-01 109.4697913202860
2020-11-01 109.8660063555220
2020-12-01 110.0268263490180
2021-01-01 110.3332887896030
2021-02-01 110.4336194865110
2021-03-01 110.5667625194540
2021-04-01 110.2482276522020
2021-05-01 110.7092006526370
2021-06-01 110.4478013273740
2021-07-01 111.4331199990770
2021-08-01 111.2318425522470
2021-09-01 110.9970616018230
2021-10-01 111.8174556115790
2021-11-01 111.9268959824940
2021-12-01 112.1998325154180
2022-01-01 111.9483082042590
2022-02-01 112.4733796146160
2022-03-01 112.3837378787190
2022-04-01 113.1339367145040
2022-05-01 113.1120193596240
2022-06-01 113.0664036926510
2022-07-01 113.2884361433900
2022-08-01 113.4385157798030
2022-09-01 114.4368764350830
2022-10-01 113.5954457698040
2022-11-01 114.0968253236160
2022-12-01 114.3639284769110
2023-01-01 114.6632751983660
2023-02-01 114.8803751561780
2023-03-01 114.8131678595470
2023-04-01 114.5885087937180
2023-05-01 114.2865406390000
2023-06-01 114.9498578332010
2023-07-01 114.5473997197590
2023-08-01 114.6505200808060
2023-09-01 114.6525605410290
2023-10-01 114.5734355486820
2023-11-01 114.5933575163980
2023-12-01 114.6452574312930
2024-01-01 114.6384133217310
2024-02-01 115.1380666997280
2024-03-01 115.3499465473860
2024-04-01 115.5607687052610
2024-05-01 115.4604834429990
2024-06-01 115.3964886228590
2024-07-01 115.4043634984490
2024-08-01 115.1477023147250
2024-09-01 115.3718696031810
2024-10-01 115.3266673566770
2024-11-01 115.2911853563340
2024-12-01 115.4364181868820
2025-01-01 115.7093477598740
2025-02-01 115.5007156613820
2025-03-01 116.2235464624550
2025-04-01 116.0497719608210
2025-05-01 116.3319843044380
2025-06-01 116.4580139806210
2025-07-01 116.4405916168760
2025-08-01 116.9482475857460
2025-09-01 116.7696106335990
2025-10-01 117.0439816513580
2025-11-01 117.3903915406030
2025-12-01 117.6346030629530
2026-01-01 117.5671682981880
2026-02-01 116.5663763899330
2026-03-01 116.5128342692140
2026-04-01 117.0664147804710
2026-05-01 117.3080692692690

Back to Top