Table Data - All Employees: Professional and Business Services in Roanoke, VA (MSA)

Title All Employees: Professional and Business Services in Roanoke, VA (MSA)
Series ID ROAN251PBSV
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 2026-05-01
Last Updated 2026-06-24 9:49 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 14.3788793538672
1990-02-01 14.5799530499573
1990-03-01 14.4353107704768
1990-04-01 14.5941336362744
1990-05-01 14.7310549798494
1990-06-01 14.7168415992415
1990-07-01 14.6415993024974
1990-08-01 14.5442416253986
1990-09-01 14.4562259748561
1990-10-01 14.3340139594923
1990-11-01 14.1067710527851
1990-12-01 14.1971175870576
1991-01-01 14.1671121523084
1991-02-01 14.1788939625413
1991-03-01 14.2221905323053
1991-04-01 14.3966931077267
1991-05-01 14.4285436104249
1991-06-01 14.7122228293222
1991-07-01 14.2376811688084
1991-08-01 14.2505654290325
1991-09-01 14.1683346125601
1991-10-01 14.7420764675078
1991-11-01 14.6266732596127
1991-12-01 14.6076622597760
1992-01-01 14.1630822919390
1992-02-01 14.3696361266578
1992-03-01 14.5832891324565
1992-04-01 14.4867080423659
1992-05-01 14.4123179992571
1992-06-01 14.6054745082118
1992-07-01 14.9378702987200
1992-08-01 15.1648574024129
1992-09-01 15.3034304561173
1992-10-01 15.2725163402806
1992-11-01 15.2496108020941
1992-12-01 15.3020067475947
1993-01-01 15.5563483567233
1993-02-01 15.6535198847888
1993-03-01 15.5443423465017
1993-04-01 15.5704195495328
1993-05-01 15.6044357204236
1993-06-01 15.7049330107200
1993-07-01 15.7280747901423
1993-08-01 15.7482813767737
1993-09-01 16.0361223324457
1993-10-01 16.2243220064947
1993-11-01 16.5886539562239
1993-12-01 16.3969852449597
1994-01-01 16.6615136381218
1994-02-01 16.5345133272647
1994-03-01 16.8218962016023
1994-04-01 16.8284086061353
1994-05-01 17.0890666588696
1994-06-01 17.2879629656578
1994-07-01 17.5201271506557
1994-08-01 17.6404034757539
1994-09-01 17.7824224069497
1994-10-01 17.9952054015498
1994-11-01 17.6875130115374
1994-12-01 17.5761925490908
1995-01-01 18.1724628973459
1995-02-01 18.7244489182408
1995-03-01 18.9236011493692
1995-04-01 19.4058294167467
1995-05-01 19.3003228568026
1995-06-01 18.9638760807766
1995-07-01 18.7946674309089
1995-08-01 18.6918833690779
1995-09-01 18.7111256817660
1995-10-01 18.8450482734990
1995-11-01 18.9909916664499
1995-12-01 19.4672231617660
1996-01-01 18.7217576016988
1996-02-01 19.5252229094281
1996-03-01 19.3270405374189
1996-04-01 19.4929950328858
1996-05-01 19.4097660287452
1996-06-01 19.4354282326710
1996-07-01 19.1575446456864
1996-08-01 19.8473683387598
1996-09-01 19.7438307404733
1996-10-01 19.5642670854469
1996-11-01 19.7639404714568
1996-12-01 19.6485619645805
1997-01-01 19.6779664959243
1997-02-01 19.4571221973838
1997-03-01 19.6304218077309
1997-04-01 20.0171799368368
1997-05-01 20.2643096615504
1997-06-01 20.0382019821418
1997-07-01 19.3935485466667
1997-08-01 19.8471136228584
1997-09-01 20.0243957736814
1997-10-01 19.9332979214267
1997-11-01 20.2432700637962
1997-12-01 20.1693191636441
1998-01-01 20.2625021464153
1998-02-01 20.4310000895714
1998-03-01 19.5379917659687
1998-04-01 20.1398084461446
1998-05-01 20.2068725022088
1998-06-01 20.4445132261932
1998-07-01 20.3200636693996
1998-08-01 20.4579502420241
1998-09-01 20.1761380153611
1998-10-01 20.5722455132841
1998-11-01 20.6212243769078
1998-12-01 20.7027181956788
1999-01-01 20.7514542753944
1999-02-01 21.0156417881738
1999-03-01 21.0515783838210
1999-04-01 20.8854238542135
1999-05-01 21.0487206574065
1999-06-01 20.9605517518840
1999-07-01 21.0555164582531
1999-08-01 20.8396715182517
1999-09-01 20.7942063862442
1999-10-01 21.1008755681029
1999-11-01 21.0315334457912
1999-12-01 21.1309723987730
2000-01-01 21.1527490440689
2000-02-01 21.0965212219805
2000-03-01 21.3792342196360
2000-04-01 21.3242672239621
2000-05-01 21.2433261875236
2000-06-01 21.2674565594134
2000-07-01 21.5102530117432
2000-08-01 21.5688535307575
2000-09-01 21.6242962466038
2000-10-01 21.3444527734021
2000-11-01 20.6542247796490
2000-12-01 20.8258456014082
2001-01-01 20.7984305440496
2001-02-01 20.6549445837905
2001-03-01 20.4307631320323
2001-04-01 20.9797254646261
2001-05-01 20.8385708049936
2001-06-01 21.0744448985559
2001-07-01 20.6904131094968
2001-08-01 20.5927735330128
2001-09-01 20.5433596911587
2001-10-01 20.4332307965565
2001-11-01 19.9743626198779
2001-12-01 20.3209695605291
2002-01-01 20.2947593569967
2002-02-01 20.5899407632924
2002-03-01 20.6879955923964
2002-04-01 20.8223213117763
2002-05-01 20.9365154726107
2002-06-01 21.0688174725261
2002-07-01 21.1980797208833
2002-08-01 21.5665181800983
2002-09-01 21.4782097336763
2002-10-01 21.3389891888940
2002-11-01 21.3898060887698
2002-12-01 21.5157202543532
2003-01-01 20.9449750743266
2003-02-01 20.7689062505843
2003-03-01 20.4159708398332
2003-04-01 20.2903245952539
2003-05-01 20.1616612451172
2003-06-01 19.8662777737946
2003-07-01 19.6314308511878
2003-08-01 19.2524773956702
2003-09-01 19.3331355106058
2003-10-01 19.5550984461599
2003-11-01 19.4789924141834
2003-12-01 19.6204844833918
2004-01-01 19.7821731586361
2004-02-01 19.3195665454554
2004-03-01 19.4054849556350
2004-04-01 19.7554709941642
2004-05-01 20.0900469491561
2004-06-01 20.1737163680514
2004-07-01 20.1892871462366
2004-08-01 20.1799460846595
2004-09-01 20.0318644889126
2004-10-01 19.5350484714178
2004-11-01 19.6340966045421
2004-12-01 19.5216617072703
2005-01-01 19.7212727489574
2005-02-01 19.7765854545699
2005-03-01 19.7683854242745
2005-04-01 19.9136639334618
2005-05-01 19.8300838603820
2005-06-01 19.8984783141285
2005-07-01 20.4685874338836
2005-08-01 20.7881098676529
2005-09-01 21.1378356815309
2005-10-01 21.3020418091117
2005-11-01 21.2642444329603
2005-12-01 21.6320784123959
2006-01-01 21.7993206850143
2006-02-01 21.9392048992263
2006-03-01 22.0206234917109
2006-04-01 21.5333089081534
2006-05-01 21.4541834872893
2006-06-01 22.0334844604734
2006-07-01 22.1744485219692
2006-08-01 22.0111852345001
2006-09-01 22.1583851983626
2006-10-01 22.2467717105764
2006-11-01 22.4836907791193
2006-12-01 22.3241898661598
2007-01-01 22.6064075973790
2007-02-01 22.6236710546521
2007-03-01 22.7848850046819
2007-04-01 22.4187606656441
2007-05-01 22.7544064956489
2007-06-01 22.6677747981472
2007-07-01 22.4684984579632
2007-08-01 22.4403007777642
2007-09-01 22.1924845309163
2007-10-01 22.2051064525519
2007-11-01 22.2067808839786
2007-12-01 22.0125280392756
2008-01-01 21.7321931565472
2008-02-01 21.6226205244603
2008-03-01 21.5635089383808
2008-04-01 21.5695381366421
2008-05-01 21.5180385747195
2008-06-01 21.6822212490480
2008-07-01 21.6383377736402
2008-08-01 21.9979646177356
2008-09-01 21.8386724207349
2008-10-01 21.7846656533236
2008-11-01 21.4630622665711
2008-12-01 21.6046147518154
2009-01-01 20.9430678218600
2009-02-01 20.9377678980737
2009-03-01 20.5606620140781
2009-04-01 20.1984893736578
2009-05-01 20.1567414731600
2009-06-01 19.8742805050099
2009-07-01 19.6633663979434
2009-08-01 19.7499765973907
2009-09-01 19.8793256936186
2009-10-01 20.0119318172800
2009-11-01 20.2703223380884
2009-12-01 20.3280145273037
2010-01-01 20.4461494811497
2010-02-01 20.3280959958450
2010-03-01 20.2502974554199
2010-04-01 20.7210420595023
2010-05-01 20.5816377813846
2010-06-01 20.5495660437474
2010-07-01 20.6599908509353
2010-08-01 20.1166151698983
2010-09-01 20.1221697654474
2010-10-01 20.6582742274250
2010-11-01 20.6096737525921
2010-12-01 20.5626285687666
2011-01-01 20.5296142388440
2011-02-01 20.5128659430288
2011-03-01 20.5465427379330
2011-04-01 20.5476704467367
2011-05-01 20.4084405133680
2011-06-01 20.5153024533871
2011-07-01 20.5236707753279
2011-08-01 20.4841436663781
2011-09-01 20.5717868911492
2011-10-01 20.4140510790255
2011-11-01 20.3494064988117
2011-12-01 20.5009040800453
2012-01-01 20.7025379367406
2012-02-01 20.7935407731327
2012-03-01 20.9405785122663
2012-04-01 21.0076526824089
2012-05-01 21.1519465480649
2012-06-01 21.0829447452774
2012-07-01 21.0806775712251
2012-08-01 21.1301699954969
2012-09-01 21.1277483432359
2012-10-01 20.9526068634119
2012-11-01 20.8725958161180
2012-12-01 21.1169582689136
2013-01-01 21.1775611201225
2013-02-01 21.2893280327837
2013-03-01 21.2533533637474
2013-04-01 21.1864830489011
2013-05-01 21.2232033559359
2013-06-01 21.1613070504839
2013-07-01 21.0434670937403
2013-08-01 20.9425925753704
2013-09-01 20.9703759682988
2013-10-01 21.1664032729177
2013-11-01 21.0852327967011
2013-12-01 21.1109714995365
2014-01-01 21.1694354745507
2014-02-01 21.2835613838795
2014-03-01 21.1790008423668
2014-04-01 21.4960534631198
2014-05-01 21.3156750381504
2014-06-01 21.3428774106482
2014-07-01 21.3107271430578
2014-08-01 21.2390796938209
2014-09-01 21.3066090410879
2014-10-01 21.1507000671817
2014-11-01 21.2915257921012
2014-12-01 21.3031158970412
2015-01-01 21.3654898847601
2015-02-01 21.1861208541597
2015-03-01 21.3206776572766
2015-04-01 21.1916092930334
2015-05-01 21.3254939978482
2015-06-01 21.3270174065065
2015-07-01 21.5773174919561
2015-08-01 21.7290831766997
2015-09-01 21.6261483620104
2015-10-01 21.8335179178094
2015-11-01 21.9108506682345
2015-12-01 21.9104670191067
2016-01-01 21.7527481788571
2016-02-01 21.6835524923935
2016-03-01 21.7553591741213
2016-04-01 21.7857388804654
2016-05-01 21.6420294027717
2016-06-01 21.6067051028503
2016-07-01 21.5409372871979
2016-08-01 21.5096997097298
2016-09-01 21.5404004821232
2016-10-01 21.5364163227257
2016-11-01 21.7559403445955
2016-12-01 21.4409731250546
2017-01-01 21.2311431836110
2017-02-01 21.3573550820288
2017-03-01 21.1657123635918
2017-04-01 21.2566690877377
2017-05-01 21.4509725507700
2017-06-01 21.5967058829785
2017-07-01 21.6227183281557
2017-08-01 21.7046291471359
2017-09-01 21.7605619545213
2017-10-01 21.8608669005723
2017-11-01 21.8994641117537
2017-12-01 21.9754935582275
2018-01-01 22.0996523377817
2018-02-01 21.9051807246265
2018-03-01 22.2534206686071
2018-04-01 22.4400285453490
2018-05-01 22.3411072748845
2018-06-01 22.3873003703843
2018-07-01 22.4173575167770
2018-08-01 22.4178674299444
2018-09-01 22.5061238704187
2018-10-01 22.4951862249128
2018-11-01 22.3326342869542
2018-12-01 22.3148867499497
2019-01-01 22.4582119309831
2019-02-01 22.3381034756147
2019-03-01 22.3115815959149
2019-04-01 22.4111455781219
2019-05-01 22.4258130050249
2019-06-01 22.5057737393735
2019-07-01 22.4323558583974
2019-08-01 22.3573305440504
2019-09-01 22.3516190677010
2019-10-01 21.9270338874942
2019-11-01 21.8358912535615
2019-12-01 21.7423624896221
2020-01-01 22.2161348528569
2020-02-01 22.1819685431922
2020-03-01 22.1593617700885
2020-04-01 20.6934930366777
2020-05-01 20.5079801222620
2020-06-01 20.7319871744032
2020-07-01 20.9533342076726
2020-08-01 21.1981584522432
2020-09-01 21.2997527640093
2020-10-01 21.6577464164490
2020-11-01 21.9164414295751
2020-12-01 22.1483777285677
2021-01-01 21.9920612590165
2021-02-01 22.0506111797762
2021-03-01 22.0000845608645
2021-04-01 21.8661553649082
2021-05-01 22.0977885845726
2021-06-01 22.0715643103358
2021-07-01 21.9807959743591
2021-08-01 21.9464323983370
2021-09-01 21.8380871194394
2021-10-01 21.9652393099419
2021-11-01 21.9700967962322
2021-12-01 21.9288741341411
2022-01-01 22.1906559198347
2022-02-01 22.5486054735197
2022-03-01 22.3596318647857
2022-04-01 22.3593155425202
2022-05-01 22.3900522116979
2022-06-01 22.2936801827723
2022-07-01 22.2004879256540
2022-08-01 22.3880256148648
2022-09-01 22.5683637960153
2022-10-01 22.4541399137129
2022-11-01 22.4196424524817
2022-12-01 22.3000558175785
2023-01-01 22.2992991058383
2023-02-01 22.3699861507402
2023-03-01 22.2342624443351
2023-04-01 22.2538244566329
2023-05-01 22.0970494099360
2023-06-01 22.1178501752717
2023-07-01 22.0140020058150
2023-08-01 22.0185472417595
2023-09-01 21.9747241327939
2023-10-01 21.9272109095679
2023-11-01 21.9722619032340
2023-12-01 22.0643863593631
2024-01-01 21.7113823100039
2024-02-01 22.0026823979046
2024-03-01 22.1369340675534
2024-04-01 22.2603369928716
2024-05-01 22.3130224374229
2024-06-01 22.3236302377364
2024-07-01 22.3183626467574
2024-08-01 22.2299048498362
2024-09-01 22.1745556776141
2024-10-01 22.1055319673646
2024-11-01 22.1401644023497
2024-12-01 22.1240424652582
2025-01-01 22.3215721558741
2025-02-01 22.0337193098411
2025-03-01 22.2484109137627
2025-04-01 22.1710267705368
2025-05-01 22.2319247559808
2025-06-01 22.2287564435046
2025-07-01 22.3182254335878
2025-08-01 22.3294195893072
2025-09-01 22.2742120287881
2025-10-01 22.5890502330172
2025-11-01 22.7150452447181
2025-12-01 22.8880710445556
2026-01-01 22.3269060995236
2026-02-01 22.0561099009293
2026-03-01 21.9632475856828
2026-04-01 22.0899230323610
2026-05-01 22.0436563837187

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