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

Title All Employees: Private Service Providing in Beckley, WV (MSA)
Series ID SMU54132200800000001SA
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 2026-01-01
Last Updated 2026-04-10 10:54 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 23.9047104220526
1990-02-01 23.7050945262684
1990-03-01 23.9107606065846
1990-04-01 23.8312849886348
1990-05-01 23.6883479836620
1990-06-01 23.6756047804073
1990-07-01 23.4735941681022
1990-08-01 23.5853957253917
1990-09-01 23.6705139967818
1990-10-01 23.3967968782238
1990-11-01 23.7664442420051
1990-12-01 23.7563268078560
1991-01-01 24.2324223215579
1991-02-01 24.2219148134489
1991-03-01 24.2281686095526
1991-04-01 23.9295545481319
1991-05-01 24.0873813360652
1991-06-01 24.2739137194157
1991-07-01 24.2678571051346
1991-08-01 24.2712843721376
1991-09-01 24.2459465747892
1991-10-01 24.2800553580486
1991-11-01 24.3593021590704
1991-12-01 24.4301071808243
1992-01-01 24.5845059733944
1992-02-01 24.6492063327708
1992-03-01 24.5769712127093
1992-04-01 24.8433795014416
1992-05-01 24.9795760928954
1992-06-01 24.8559413932615
1992-07-01 25.0566162325248
1992-08-01 24.9373858178411
1992-09-01 24.9980658031153
1992-10-01 25.1518024572570
1992-11-01 25.1695606048054
1992-12-01 25.1842308078610
1993-01-01 25.3663443909108
1993-02-01 25.4062164667223
1993-03-01 25.4386268486186
1993-04-01 25.4680516114820
1993-05-01 25.3490633823414
1993-06-01 25.5122343683203
1993-07-01 26.1447161828774
1993-08-01 26.2066708384568
1993-09-01 25.8339589521339
1993-10-01 26.0209942325834
1993-11-01 26.2935494534268
1993-12-01 26.3480964621573
1994-01-01 26.2459726836248
1994-02-01 26.4671405313709
1994-03-01 26.7036848662886
1994-04-01 27.0091186478716
1994-05-01 27.0132420550078
1994-06-01 27.1532005964244
1994-07-01 27.3238398982611
1994-08-01 27.4694312682852
1994-09-01 27.7577415811890
1994-10-01 27.9003486875450
1994-11-01 28.0350339071585
1994-12-01 28.2373601790107
1995-01-01 28.3073402942653
1995-02-01 28.0418796566270
1995-03-01 28.4475605891139
1995-04-01 28.6521652202645
1995-05-01 28.7630023946366
1995-06-01 28.9728289087296
1995-07-01 28.8967594565986
1995-08-01 29.2496797834611
1995-09-01 29.2927890809498
1995-10-01 29.2980590838388
1995-11-01 29.1975581437180
1995-12-01 29.5778524640465
1996-01-01 29.3179844181576
1996-02-01 29.2790213849559
1996-03-01 29.7763515448589
1996-04-01 29.5847539158997
1996-05-01 29.8203308961818
1996-06-01 29.8918692716129
1996-07-01 29.7693720457580
1996-08-01 29.7420170420883
1996-09-01 29.7466590016850
1996-10-01 29.8151506665836
1996-11-01 29.9675060246201
1996-12-01 29.9485805314711
1997-01-01 29.8964190428267
1997-02-01 29.9869756924566
1997-03-01 29.8714716263324
1997-04-01 30.1101737113719
1997-05-01 30.1773881657689
1997-06-01 30.1242713816963
1997-07-01 30.4479655468928
1997-08-01 30.4619006279978
1997-09-01 30.7256528302513
1997-10-01 31.0446531341760
1997-11-01 30.7187932380907
1997-12-01 30.7310734458174
1998-01-01 30.9493290610229
1998-02-01 30.7669175497636
1998-03-01 30.9575308854655
1998-04-01 30.9016029249764
1998-05-01 31.1486552051930
1998-06-01 31.2892178158571
1998-07-01 31.3552804773253
1998-08-01 31.3876101636632
1998-09-01 31.1205715424095
1998-10-01 30.8849809619445
1998-11-01 31.0364689586853
1998-12-01 31.0988066517767
1999-01-01 31.2942453132488
1999-02-01 31.3389761474020
1999-03-01 31.2108056929263
1999-04-01 31.3980652267592
1999-05-01 31.1448699927734
1999-06-01 31.4809561191058
1999-07-01 30.9811219188558
1999-08-01 30.8083607324383
1999-09-01 30.8310632754085
1999-10-01 30.8334227557076
1999-11-01 30.8231012658986
1999-12-01 30.7317886100835
2000-01-01 30.7403741416458
2000-02-01 30.8008114725720
2000-03-01 30.7633722794283
2000-04-01 30.5729794807734
2000-05-01 30.6716394138519
2000-06-01 30.7086148165797
2000-07-01 30.7284975958093
2000-08-01 30.5300995089653
2000-09-01 31.0480285198628
2000-10-01 30.9728704443768
2000-11-01 30.8816421525071
2000-12-01 30.9221009209277
2001-01-01 30.7981815387094
2001-02-01 30.7649350755253
2001-03-01 30.7950890385860
2001-04-01 30.9622042932503
2001-05-01 31.0091882514337
2001-06-01 30.9718571043034
2001-07-01 30.5903499158493
2001-08-01 30.6594844695491
2001-09-01 30.4758475281477
2001-10-01 30.3845246857971
2001-11-01 30.4130821995610
2001-12-01 30.1785837141651
2002-01-01 30.6607539547177
2002-02-01 30.4414135211954
2002-03-01 30.4468879012774
2002-04-01 30.2319995620250
2002-05-01 30.3527976535542
2002-06-01 30.4576931653950
2002-07-01 30.6572553343896
2002-08-01 30.6959172205028
2002-09-01 30.6131048321759
2002-10-01 30.4806326105501
2002-11-01 30.6256655900934
2002-12-01 30.9302902820209
2003-01-01 30.5210156846181
2003-02-01 30.5121058600571
2003-03-01 30.4879922887510
2003-04-01 30.5318420553062
2003-05-01 30.4059797425725
2003-06-01 30.5425320543837
2003-07-01 30.8212775874613
2003-08-01 30.7333555057410
2003-09-01 30.8465979413334
2003-10-01 30.8583134989559
2003-11-01 30.3451076183891
2003-12-01 31.0753418287675
2004-01-01 30.9021336889541
2004-02-01 30.8759726102938
2004-03-01 30.9398959093974
2004-04-01 31.1299627020288
2004-05-01 31.1681879948899
2004-06-01 30.9033378354668
2004-07-01 30.8753244801594
2004-08-01 30.7761654710181
2004-09-01 31.0650888419885
2004-10-01 31.4370425024881
2004-11-01 31.6843841689567
2004-12-01 31.4262797075398
2005-01-01 31.6092958572454
2005-02-01 31.4201243370320
2005-03-01 31.4914307570617
2005-04-01 31.6498574097071
2005-05-01 31.6201677952441
2005-06-01 31.6454738635603
2005-07-01 31.7194417360597
2005-08-01 31.8156911704728
2005-09-01 31.7533612757847
2005-10-01 31.8127228501200
2005-11-01 32.1566248341658
2005-12-01 31.9910630132326
2006-01-01 32.1337859715908
2006-02-01 32.2699540631846
2006-03-01 32.3633912760679
2006-04-01 32.1698726671083
2006-05-01 32.2460786944114
2006-06-01 32.6681396190610
2006-07-01 32.3344171153580
2006-08-01 32.4336973070866
2006-09-01 32.6311612243994
2006-10-01 32.7286157936626
2006-11-01 33.1536143001345
2006-12-01 32.7688004016225
2007-01-01 32.5595896445345
2007-02-01 32.6270828426510
2007-03-01 32.6392082214434
2007-04-01 32.2914653134307
2007-05-01 32.5595913586977
2007-06-01 32.6860558130222
2007-07-01 32.5196321890054
2007-08-01 32.5344305995127
2007-09-01 32.5003126104982
2007-10-01 32.4565800302356
2007-11-01 32.3805920073619
2007-12-01 32.4517047858571
2008-01-01 32.3786886509670
2008-02-01 32.6125727036512
2008-03-01 32.4397279524681
2008-04-01 32.3770954486295
2008-05-01 32.3541282415138
2008-06-01 32.1044488981499
2008-07-01 32.5905385591378
2008-08-01 32.5214394888847
2008-09-01 32.5913435604367
2008-10-01 32.4967571614163
2008-11-01 32.4079343987610
2008-12-01 32.2305759452539
2009-01-01 32.2818299691841
2009-02-01 32.3293634407456
2009-03-01 32.1590528407548
2009-04-01 31.9339170088769
2009-05-01 32.0367093067492
2009-06-01 31.6260193910219
2009-07-01 31.6669513658972
2009-08-01 31.4963882528936
2009-09-01 31.5098751868870
2009-10-01 31.3182838914677
2009-11-01 31.4269106133070
2009-12-01 31.5140016355735
2010-01-01 31.4728631666646
2010-02-01 31.2681941369110
2010-03-01 31.5970425907603
2010-04-01 31.6884628778726
2010-05-01 31.7024124775325
2010-06-01 31.8325397664183
2010-07-01 31.9402480771478
2010-08-01 31.9522032092353
2010-09-01 32.0766953618953
2010-10-01 32.0523041978028
2010-11-01 31.9135387816047
2010-12-01 31.7963888752338
2011-01-01 32.2518468931757
2011-02-01 32.3238598198305
2011-03-01 32.3370511200028
2011-04-01 32.5585147561775
2011-05-01 32.7850667642604
2011-06-01 32.4078389577537
2011-07-01 32.3111789581915
2011-08-01 32.3892391406432
2011-09-01 32.4657104476692
2011-10-01 32.5789322944660
2011-11-01 32.7044518986067
2011-12-01 32.5735745545599
2012-01-01 32.0233269791432
2012-02-01 32.3730158790954
2012-03-01 32.5924573547952
2012-04-01 32.4570755440700
2012-05-01 32.0800888264614
2012-06-01 31.9557082244313
2012-07-01 31.9671063246945
2012-08-01 32.0129517482102
2012-09-01 32.0720430463671
2012-10-01 32.0102552016112
2012-11-01 31.8879215518852
2012-12-01 31.8519171139862
2013-01-01 31.5845920871070
2013-02-01 31.7104123660523
2013-03-01 31.6563375934399
2013-04-01 31.4855601243522
2013-05-01 31.6054967975633
2013-06-01 31.4919906506962
2013-07-01 31.3942448549899
2013-08-01 31.2397749998394
2013-09-01 30.9572911064400
2013-10-01 30.9325255599727
2013-11-01 30.9849533507925
2013-12-01 30.8463820736964
2014-01-01 31.3473515127763
2014-02-01 31.0267751521224
2014-03-01 31.2157005278391
2014-04-01 31.3362065058492
2014-05-01 31.3362695383004
2014-06-01 31.3325307117378
2014-07-01 31.1996779002448
2014-08-01 31.3943103076137
2014-09-01 31.2290141625424
2014-10-01 31.2489815646158
2014-11-01 31.2698214251206
2014-12-01 31.4609348973747
2015-01-01 31.3973104105321
2015-02-01 31.2368186518955
2015-03-01 30.8712272802310
2015-04-01 30.7862428623637
2015-05-01 30.9816695780056
2015-06-01 30.9853988327379
2015-07-01 31.0085008757095
2015-08-01 31.0675545296566
2015-09-01 30.8702273697587
2015-10-01 30.7429442907819
2015-11-01 30.6728226695084
2015-12-01 30.6924471118177
2016-01-01 30.5482634328295
2016-02-01 30.5234399469715
2016-03-01 30.4076988698840
2016-04-01 30.4298006204448
2016-05-01 30.4325740059746
2016-06-01 30.6579857922864
2016-07-01 30.5430875791473
2016-08-01 30.3728971182458
2016-09-01 30.3817657280697
2016-10-01 30.3195468438862
2016-11-01 30.2603046464853
2016-12-01 30.2337166028035
2017-01-01 30.2011261315415
2017-02-01 30.2009479478258
2017-03-01 30.3331093972230
2017-04-01 30.3709710753623
2017-05-01 30.2900164820165
2017-06-01 30.2514439484411
2017-07-01 30.3015060115346
2017-08-01 30.1893514016762
2017-09-01 30.2607451489082
2017-10-01 30.6763677143350
2017-11-01 30.5468985571385
2017-12-01 30.3774528204243
2018-01-01 30.4831270809406
2018-02-01 30.3810299533385
2018-03-01 30.2331074705116
2018-04-01 30.2976979452840
2018-05-01 30.4377884218555
2018-06-01 30.4586043911652
2018-07-01 30.5790385820290
2018-08-01 30.7096447769459
2018-09-01 30.5454397480741
2018-10-01 30.6289872671108
2018-11-01 30.5222127237938
2018-12-01 30.6246283090004
2019-01-01 30.7781705912506
2019-02-01 30.9630524224160
2019-03-01 31.0254137234974
2019-04-01 30.9062948007687
2019-05-01 30.8698905012466
2019-06-01 30.9696904032916
2019-07-01 30.4844114176153
2019-08-01 30.4064044070671
2019-09-01 30.6403402829146
2019-10-01 30.3894408829351
2019-11-01 30.4184665759420
2019-12-01 30.4623456392058
2020-01-01 30.4868670836974
2020-02-01 30.3521259872663
2020-03-01 30.2830910300823
2020-04-01 25.5037412494087
2020-05-01 26.4817457389064
2020-06-01 27.5696706914300
2020-07-01 28.3125637575026
2020-08-01 28.3162527106888
2020-09-01 28.5520818176290
2020-10-01 28.5670032571022
2020-11-01 28.6203327494781
2020-12-01 28.8825035097926
2021-01-01 28.3904650249308
2021-02-01 28.3365286803639
2021-03-01 28.3337551841480
2021-04-01 28.5005802110009
2021-05-01 28.4815757180509
2021-06-01 28.5636619514336
2021-07-01 28.8440856698681
2021-08-01 28.9309430318975
2021-09-01 28.8703155912410
2021-10-01 29.1700868430966
2021-11-01 29.2223953773074
2021-12-01 29.2977218544729
2022-01-01 29.4023472447224
2022-02-01 29.7245622968676
2022-03-01 29.7603945729559
2022-04-01 29.9857606477523
2022-05-01 29.9525636831501
2022-06-01 29.5561940502706
2022-07-01 29.8828217836905
2022-08-01 30.0711997210479
2022-09-01 30.3159117404956
2022-10-01 29.9959847519735
2022-11-01 29.9078592617664
2022-12-01 30.0001236134250
2023-01-01 30.1068633703722
2023-02-01 29.9911195963630
2023-03-01 30.2953524601321
2023-04-01 30.0755993254812
2023-05-01 30.2122550666805
2023-06-01 30.3572197719878
2023-07-01 30.2242412466733
2023-08-01 30.2070272254671
2023-09-01 30.3579794316103
2023-10-01 30.5414442881094
2023-11-01 30.4963629798856
2023-12-01 30.5890610421152
2024-01-01 30.7128994238125
2024-02-01 30.7590229484513
2024-03-01 30.5261450180962
2024-04-01 30.1741074022365
2024-05-01 30.4672516969656
2024-06-01 30.5536079232839
2024-07-01 30.6644111581413
2024-08-01 30.6588759342618
2024-09-01 30.6940080059256
2024-10-01 30.4861260888744
2024-11-01 30.5791046913535
2024-12-01 30.4622726491824
2025-01-01 30.1092780983874
2025-02-01 30.5259951130481
2025-03-01 30.5869711590647
2025-04-01 30.5804052689722
2025-05-01 30.6449452190239
2025-06-01 30.4598899263972
2025-07-01 30.3854675073817
2025-08-01 30.3925842683447
2025-09-01 30.4051221000731
2025-10-01 30.5214255639643
2025-11-01 30.7589985843221
2025-12-01 31.0363147470245
2026-01-01 30.8144502256616

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