Table Data - All Employees: Service-Providing in Beckley, WV (MSA)

Title All Employees: Service-Providing in Beckley, WV (MSA)
Series ID SMU54132200700000001SA
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 12:40 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 31.6118306745798
1990-02-01 31.3898416947959
1990-03-01 31.5286487597743
1990-04-01 31.3582622030275
1990-05-01 31.3301205098453
1990-06-01 31.2427941922895
1990-07-01 30.9863939675549
1990-08-01 31.2057772494741
1990-09-01 31.3953741642856
1990-10-01 31.2002399614207
1990-11-01 31.4871405711227
1990-12-01 31.4262931566872
1991-01-01 32.0349983836101
1991-02-01 31.9090560106445
1991-03-01 31.9545524140706
1991-04-01 31.7652307792143
1991-05-01 31.4277109428907
1991-06-01 32.1419872802440
1991-07-01 31.9659117112154
1991-08-01 31.9821429596483
1991-09-01 31.9752364640268
1991-10-01 32.0839240910710
1991-11-01 32.0772255547899
1991-12-01 32.1029195686417
1992-01-01 32.1856081118065
1992-02-01 32.3484293910393
1992-03-01 32.4105270988661
1992-04-01 32.6781536227876
1992-05-01 32.9397569721226
1992-06-01 32.6152548643817
1992-07-01 32.7304393775712
1992-08-01 32.5260378179354
1992-09-01 32.6482822783997
1992-10-01 32.8443053863353
1992-11-01 32.7861308192689
1992-12-01 32.9674730184972
1993-01-01 33.0637319331485
1993-02-01 33.1239699141091
1993-03-01 32.9742321844779
1993-04-01 33.1010263880999
1993-05-01 32.5450524873990
1993-06-01 32.9569337831166
1993-07-01 33.6850206478156
1993-08-01 33.7703619003580
1993-09-01 33.5979117008560
1993-10-01 33.8075652099907
1993-11-01 34.1171730509313
1993-12-01 34.1488723225325
1994-01-01 33.9201268638022
1994-02-01 34.2992284500278
1994-03-01 34.5463017771076
1994-04-01 34.7379168997800
1994-05-01 35.1755297623245
1994-06-01 35.0922961845318
1994-07-01 35.2212317655294
1994-08-01 35.1857725010068
1994-09-01 35.5340627050130
1994-10-01 35.5668850679517
1994-11-01 36.3711793422296
1994-12-01 35.9699737024990
1995-01-01 35.9566265078033
1995-02-01 35.8865581162048
1995-03-01 36.2951264673135
1995-04-01 36.5923832070386
1995-05-01 36.5846812205928
1995-06-01 37.0095249036133
1995-07-01 36.8344995302083
1995-08-01 37.3326729836323
1995-09-01 37.2614280068833
1995-10-01 37.4637850399546
1995-11-01 37.4505718674480
1995-12-01 37.7370314824731
1996-01-01 37.6411778007295
1996-02-01 37.8241706036270
1996-03-01 38.1299303561304
1996-04-01 37.8444760190114
1996-05-01 38.7100006426628
1996-06-01 38.2233893993358
1996-07-01 38.0471963619266
1996-08-01 38.0866104429532
1996-09-01 38.2095332302326
1996-10-01 38.1732718279850
1996-11-01 38.3403430812578
1996-12-01 38.3385580904527
1997-01-01 38.5037163041595
1997-02-01 38.5319227765273
1997-03-01 38.4237463943388
1997-04-01 38.6910448175724
1997-05-01 38.6037113887754
1997-06-01 38.7551443851185
1997-07-01 39.1665349698707
1997-08-01 39.2970312769387
1997-09-01 39.4737482631058
1997-10-01 39.7154507635448
1997-11-01 39.4119898907590
1997-12-01 39.4416574358552
1998-01-01 39.5389852778927
1998-02-01 39.3967160775021
1998-03-01 39.6112990263593
1998-04-01 39.5986449110690
1998-05-01 40.3046255976245
1998-06-01 39.9274089247605
1998-07-01 40.2242603037437
1998-08-01 40.4083059054142
1998-09-01 39.8663962693447
1998-10-01 39.6618296644688
1998-11-01 39.8437718404674
1998-12-01 40.0368190423695
1999-01-01 40.1752738756533
1999-02-01 40.4616952890572
1999-03-01 40.1643462876270
1999-04-01 40.3061576252878
1999-05-01 39.9773208572956
1999-06-01 40.4239846271101
1999-07-01 39.2212886591425
1999-08-01 39.2422524153413
1999-09-01 39.2781745278905
1999-10-01 39.3322138598735
1999-11-01 39.3302659571733
1999-12-01 39.2858499865669
2000-01-01 39.4162566352623
2000-02-01 39.4168613367780
2000-03-01 39.5178663733211
2000-04-01 39.2846886058053
2000-05-01 39.9683457192255
2000-06-01 39.3417119105150
2000-07-01 39.3821612232281
2000-08-01 39.2710979591075
2000-09-01 39.6019663865912
2000-10-01 39.4831236188014
2000-11-01 39.4823449133675
2000-12-01 39.4959536342765
2001-01-01 39.3721817865455
2001-02-01 39.3872378013512
2001-03-01 39.3384288850980
2001-04-01 39.5653608842125
2001-05-01 39.3522510675580
2001-06-01 39.5955138681500
2001-07-01 39.1858359910160
2001-08-01 39.2335132927611
2001-09-01 38.9258848916546
2001-10-01 38.9084151456096
2001-11-01 38.8884419661365
2001-12-01 38.7625420446400
2002-01-01 39.2309907844546
2002-02-01 38.9669983537942
2002-03-01 38.9798419176477
2002-04-01 38.8257706823141
2002-05-01 39.0595653464738
2002-06-01 39.0769728030078
2002-07-01 39.2133712790088
2002-08-01 39.2901818012138
2002-09-01 39.1542158240076
2002-10-01 39.0997429900690
2002-11-01 39.1783468860724
2002-12-01 39.6135908195980
2003-01-01 39.0998581512042
2003-02-01 39.0468244653905
2003-03-01 39.0113591951763
2003-04-01 39.1188725687832
2003-05-01 38.6654644746827
2003-06-01 39.2515382817123
2003-07-01 39.4460927310518
2003-08-01 39.4625564475038
2003-09-01 39.5822992544454
2003-10-01 39.4749916710846
2003-11-01 38.8743222463678
2003-12-01 39.8311916742963
2004-01-01 39.4902155455022
2004-02-01 39.5091040241050
2004-03-01 39.6581201001797
2004-04-01 39.7329444088280
2004-05-01 40.0841845617501
2004-06-01 39.4984549834053
2004-07-01 39.5758158505702
2004-08-01 39.5248617364790
2004-09-01 39.7920733373580
2004-10-01 40.1449896754291
2004-11-01 40.3149152256429
2004-12-01 40.1515389552318
2005-01-01 40.4010798351470
2005-02-01 40.1478183444517
2005-03-01 40.2011029172190
2005-04-01 40.3664135961417
2005-05-01 39.8929997538449
2005-06-01 40.2272892704610
2005-07-01 40.3843892184344
2005-08-01 40.6019992587502
2005-09-01 40.4793183937717
2005-10-01 40.5088593781321
2005-11-01 40.7879122606663
2005-12-01 40.6895838137946
2006-01-01 40.7211804709534
2006-02-01 40.8817452195809
2006-03-01 40.9638727491650
2006-04-01 40.8957857818391
2006-05-01 40.9950015888088
2006-06-01 41.2532142410930
2006-07-01 40.9501245032275
2006-08-01 41.0334052814505
2006-09-01 41.1562289751623
2006-10-01 41.3070731905654
2006-11-01 41.7026663622953
2006-12-01 41.4605898027081
2007-01-01 41.1443290347475
2007-02-01 41.2141846821206
2007-03-01 41.2385234719117
2007-04-01 40.9192081895980
2007-05-01 40.6694132136099
2007-06-01 41.1691685717210
2007-07-01 40.9776318136193
2007-08-01 41.0475361569076
2007-09-01 41.0408835468355
2007-10-01 41.0254018953693
2007-11-01 40.8425986672420
2007-12-01 41.0538919012356
2008-01-01 41.0584083329766
2008-02-01 41.1615800355419
2008-03-01 41.0256653804426
2008-04-01 41.1102499033210
2008-05-01 41.1291017865532
2008-06-01 40.7124970704163
2008-07-01 41.2754924472992
2008-08-01 41.1238644445478
2008-09-01 41.3390978845521
2008-10-01 41.2695271248597
2008-11-01 41.1931767221458
2008-12-01 40.9557867462636
2009-01-01 40.9571884618066
2009-02-01 40.9475156835302
2009-03-01 40.8186614416685
2009-04-01 40.5450895359152
2009-05-01 40.0815917824495
2009-06-01 40.2722872565945
2009-07-01 40.3739240182922
2009-08-01 40.2986578236129
2009-09-01 40.3685893041362
2009-10-01 40.2080191468450
2009-11-01 40.3161072313218
2009-12-01 40.3584465893321
2010-01-01 40.3360868089520
2010-02-01 40.0601793847751
2010-03-01 40.5160130606000
2010-04-01 40.6596590864306
2010-05-01 40.9730327494115
2010-06-01 41.0263727181339
2010-07-01 40.9565821258632
2010-08-01 40.9589040726139
2010-09-01 40.9322256509870
2010-10-01 40.9571805967715
2010-11-01 40.9030190777566
2010-12-01 40.8447563749816
2011-01-01 41.1921575732514
2011-02-01 41.4060729604049
2011-03-01 41.3312177377858
2011-04-01 41.7744159631165
2011-05-01 41.4932238220805
2011-06-01 41.2437812264118
2011-07-01 41.4405023862588
2011-08-01 41.6330168900463
2011-09-01 41.6184168632667
2011-10-01 41.6818220264013
2011-11-01 41.7731598739595
2011-12-01 41.8079129498711
2012-01-01 41.2258259269975
2012-02-01 41.5443723006386
2012-03-01 41.7768665045591
2012-04-01 41.7411630579872
2012-05-01 41.5609194886707
2012-06-01 41.0328385084222
2012-07-01 41.0977448050190
2012-08-01 41.2938765642033
2012-09-01 41.2078862387860
2012-10-01 41.0893578531617
2012-11-01 40.9328431423754
2012-12-01 40.9605442622719
2013-01-01 40.6454885105260
2013-02-01 40.7945324444746
2013-03-01 40.7621043244555
2013-04-01 40.6423924618203
2013-05-01 40.4290100946533
2013-06-01 40.8048725183537
2013-07-01 40.6461115573543
2013-08-01 40.2564947618372
2013-09-01 40.1769193407370
2013-10-01 40.0714412043735
2013-11-01 40.1939979842553
2013-12-01 40.0261760547158
2014-01-01 40.4836017588369
2014-02-01 40.1161593619407
2014-03-01 40.2474538961523
2014-04-01 40.3900418845851
2014-05-01 40.8079496975168
2014-06-01 40.0707643206414
2014-07-01 39.3710588298285
2014-08-01 40.1255171646715
2014-09-01 40.2337798176206
2014-10-01 40.3316867269333
2014-11-01 40.3591345647632
2014-12-01 40.7159972287471
2015-01-01 40.4287527780680
2015-02-01 40.2293756646098
2015-03-01 39.7283937544130
2015-04-01 39.8519061449999
2015-05-01 39.7427560325074
2015-06-01 40.1666129313653
2015-07-01 40.2180719626905
2015-08-01 40.3910977870865
2015-09-01 40.0658032186232
2015-10-01 39.9755977762758
2015-11-01 39.9482352165840
2015-12-01 39.9355051003632
2016-01-01 39.7915448341708
2016-02-01 39.7024305907658
2016-03-01 39.5681139308442
2016-04-01 39.8144670831643
2016-05-01 39.9816045423637
2016-06-01 39.9836736041812
2016-07-01 39.7917902305247
2016-08-01 39.6637760557069
2016-09-01 39.5731438563720
2016-10-01 39.4104058884808
2016-11-01 40.0500991556958
2016-12-01 39.3634366246484
2017-01-01 39.2597314444191
2017-02-01 39.3777740329477
2017-03-01 39.5852321343404
2017-04-01 39.4611192009098
2017-05-01 38.8970355682492
2017-06-01 39.2339159520647
2017-07-01 39.2918533556546
2017-08-01 39.1372318998690
2017-09-01 39.1451246092938
2017-10-01 39.4554389634866
2017-11-01 39.2526050102370
2017-12-01 39.1932537497219
2018-01-01 39.1647150423477
2018-02-01 39.0534095988661
2018-03-01 38.8656999427650
2018-04-01 38.7919619977514
2018-05-01 39.2355979952907
2018-06-01 38.8737881813382
2018-07-01 39.0774932857638
2018-08-01 39.3225199456224
2018-09-01 39.2220835232071
2018-10-01 39.2132724009595
2018-11-01 39.2457657898906
2018-12-01 39.2202171345155
2019-01-01 39.4713080553733
2019-02-01 39.6442809734694
2019-03-01 39.7612158027887
2019-04-01 39.7155778431916
2019-05-01 39.2452980239686
2019-06-01 39.5208713067342
2019-07-01 39.0520831307807
2019-08-01 38.9909017286229
2019-09-01 39.2946924099394
2019-10-01 39.3247614535081
2019-11-01 39.2126794502454
2019-12-01 39.4532845503512
2020-01-01 39.5927635049723
2020-02-01 39.4532163915669
2020-03-01 39.3349977014946
2020-04-01 34.1352027436190
2020-05-01 34.2665861501349
2020-06-01 36.7105496687682
2020-07-01 37.0168130554653
2020-08-01 37.0768615874687
2020-09-01 37.1974011997477
2020-10-01 37.1581929565595
2020-11-01 37.0835545011604
2020-12-01 37.3757778941543
2021-01-01 36.8033688684904
2021-02-01 36.8617187764562
2021-03-01 36.9246928087727
2021-04-01 37.0573860601264
2021-05-01 36.6611760010058
2021-06-01 37.2727494684951
2021-07-01 37.6744215153752
2021-08-01 37.6740009439609
2021-09-01 37.5166222168965
2021-10-01 37.7260142732949
2021-11-01 37.7442409987108
2021-12-01 37.9039819327541
2022-01-01 37.9340330581586
2022-02-01 38.1705001008100
2022-03-01 38.1713347452454
2022-04-01 38.4580931819125
2022-05-01 38.6648235491923
2022-06-01 38.2913711738007
2022-07-01 38.6428903092563
2022-08-01 38.8200113868731
2022-09-01 38.8799132659285
2022-10-01 38.5767402850846
2022-11-01 39.0174077807874
2022-12-01 38.7163662832475
2023-01-01 38.8475040030729
2023-02-01 38.6586320002375
2023-03-01 38.9214704420959
2023-04-01 38.6589421898802
2023-05-01 38.3481353128742
2023-06-01 39.0214821328456
2023-07-01 38.8341079162198
2023-08-01 38.7728690199519
2023-09-01 38.8387364091773
2023-10-01 39.1378403516817
2023-11-01 38.9893819277005
2023-12-01 39.2216772933744
2024-01-01 39.4674048185675
2024-02-01 39.5418975193804
2024-03-01 39.3429786794726
2024-04-01 39.0494002823364
2024-05-01 39.7521576734494
2024-06-01 39.4392089484655
2024-07-01 39.4482198722441
2024-08-01 39.4532412829185
2024-09-01 39.3987885819403
2024-10-01 39.2621557374880
2024-11-01 39.2881190693434
2024-12-01 39.2040729929590
2025-01-01 38.6680274512515
2025-02-01 39.2121664840708
2025-03-01 39.2965169330595
2025-04-01 39.2448679414751
2025-05-01 39.0521717729860
2025-06-01 39.2001099941366
2025-07-01 38.9634658843272
2025-08-01 38.8063192791830
2025-09-01 38.9295435821475
2025-10-01 39.0759906963547
2025-11-01 39.1867532182108
2025-12-01 39.6805715563964
2026-01-01 39.1856412193227
2026-02-01 39.0951074620996
2026-03-01 39.1621535353291
2026-04-01 39.1380252796977

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