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 2025-12-01
Last Updated 2026-01-28 1:53 AM CST
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 24.8559413932614
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 29.2790213849560
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 29.8714716263325
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 30.7310734458175
1998-01-01 30.9493290610230
1998-02-01 30.7669175497637
1998-03-01 30.9575308854656
1998-04-01 30.9016029249765
1998-05-01 31.1486552051930
1998-06-01 31.2892178158571
1998-07-01 31.3552804773253
1998-08-01 31.3876101636632
1998-09-01 31.1205715424094
1998-10-01 30.8849809619444
1998-11-01 31.0364689586852
1998-12-01 31.0988066517764
1999-01-01 31.2942453132492
1999-02-01 31.3389761474021
1999-03-01 31.2108056929265
1999-04-01 31.3980652267596
1999-05-01 31.1448699927736
1999-06-01 31.4809561191059
1999-07-01 30.9811219188556
1999-08-01 30.8083607324378
1999-09-01 30.8310632754079
1999-10-01 30.8334227557069
1999-11-01 30.8231012658980
1999-12-01 30.7317886100829
2000-01-01 30.7403741416467
2000-02-01 30.8008114725721
2000-03-01 30.7633722794287
2000-04-01 30.5729794807738
2000-05-01 30.6716394138521
2000-06-01 30.7086148165805
2000-07-01 30.7284975958117
2000-08-01 30.5300995089695
2000-09-01 31.0480285198677
2000-10-01 30.9728704443800
2000-11-01 30.8816421525050
2000-12-01 30.9221009209155
2001-01-01 30.7981815386907
2001-02-01 30.7649350755053
2001-03-01 30.7950890385761
2001-04-01 30.9622042932562
2001-05-01 31.0091882514566
2001-06-01 30.9718571043386
2001-07-01 30.5903499158887
2001-08-01 30.6594844695574
2001-09-01 30.4758475281672
2001-10-01 30.3845246857914
2001-11-01 30.4130821995291
2001-12-01 30.1785837141037
2002-01-01 30.6607539546367
2002-02-01 30.4414135211234
2002-03-01 30.4468879012549
2002-04-01 30.2319995620722
2002-05-01 30.3527976536656
2002-06-01 30.4576931655369
2002-07-01 30.6572553345157
2002-08-01 30.6959172205132
2002-09-01 30.6131048321592
2002-10-01 30.4806326104684
2002-11-01 30.6256655899718
2002-12-01 30.9302902818937
2003-01-01 30.5210156844770
2003-02-01 30.5121058599586
2003-03-01 30.4879922886961
2003-04-01 30.5318420552769
2003-05-01 30.4059797425366
2003-06-01 30.5425320558124
2003-07-01 30.8212775872777
2003-08-01 30.7333555053615
2003-09-01 30.8465979409578
2003-10-01 30.8583134985816
2003-11-01 30.3451076179725
2003-12-01 31.0753418287756
2004-01-01 30.9021336890805
2004-02-01 30.8759726105653
2004-03-01 30.9398959098745
2004-04-01 31.1299627029097
2004-05-01 31.1681879954918
2004-06-01 30.9033378386205
2004-07-01 30.8753244793439
2004-08-01 30.7761654681868
2004-09-01 31.0650888377063
2004-10-01 31.4370424983234
2004-11-01 31.6843841665145
2004-12-01 31.4262797086559
2005-01-01 31.6092958610473
2005-02-01 31.4201243461720
2005-03-01 31.4914307619898
2005-04-01 31.6498574135099
2005-05-01 31.6201677959921
2005-06-01 31.6454738660388
2005-07-01 31.7194417301868
2005-08-01 31.8156911588026
2005-09-01 31.7533612600852
2005-10-01 31.8127228352260
2005-11-01 32.1566248271780
2005-12-01 31.9910630192703
2006-01-01 32.1337859886217
2006-02-01 32.2699540950066
2006-03-01 32.3633913005710
2006-04-01 32.1698726875265
2006-05-01 32.2460786777544
2006-06-01 32.6681396261362
2006-07-01 32.3344171057542
2006-08-01 32.4336972758016
2006-09-01 32.6311611749997
2006-10-01 32.7286157396970
2006-11-01 33.1536142527483
2006-12-01 32.7688003728928
2007-01-01 32.5595896387448
2007-02-01 32.6270831544540
2007-03-01 32.6392082497516
2007-04-01 32.2914653428672
2007-05-01 32.5595913185114
2007-06-01 32.6860558117020
2007-07-01 32.5196321439720
2007-08-01 32.5344305075912
2007-09-01 32.5003124849375
2007-10-01 32.4565798949146
2007-11-01 32.3805918932413
2007-12-01 32.4517047210784
2008-01-01 32.3786886601686
2008-02-01 32.6125733631220
2008-03-01 32.4397280755840
2008-04-01 32.3770955750481
2008-05-01 32.3541281548590
2008-06-01 32.1044489109700
2008-07-01 32.5905384392177
2008-08-01 32.5214392459462
2008-09-01 32.5913432573411
2008-10-01 32.4967568001748
2008-11-01 32.4079341503940
2008-12-01 32.2305756158083
2009-01-01 32.2818307039510
2009-02-01 32.3293640882884
2009-03-01 32.1590530329334
2009-04-01 31.9339182289516
2009-05-01 32.0367088898179
2009-06-01 31.6260191853453
2009-07-01 31.6669510061464
2009-08-01 31.4963876928265
2009-09-01 31.5098744412581
2009-10-01 31.3182829786687
2009-11-01 31.4269099418455
2009-12-01 31.5140009285593
2010-01-01 31.4728649165424
2010-02-01 31.2681953665203
2010-03-01 31.5970442583552
2010-04-01 31.6884666300183
2010-05-01 31.7024125785480
2010-06-01 31.8325389774888
2010-07-01 31.9402454288357
2010-08-01 31.9521988383059
2010-09-01 32.0766902864736
2010-10-01 32.0522998016881
2010-11-01 31.9135369958891
2010-12-01 31.7963912493198
2011-01-01 32.2518601691384
2011-02-01 32.3238694494857
2011-03-01 32.3370594664510
2011-04-01 32.5585210296455
2011-05-01 32.7850615858972
2011-06-01 32.4078273807790
2011-07-01 32.3111627951229
2011-08-01 32.3892221848568
2011-09-01 32.4656972139657
2011-10-01 32.5789264192779
2011-11-01 32.7044556569178
2011-12-01 32.5735917697415
2012-01-01 32.0233645610704
2012-02-01 32.3730469716326
2012-03-01 32.5924793981159
2012-04-01 32.4570820224148
2012-05-01 32.0800703324706
2012-06-01 31.9556779238798
2012-07-01 31.9670749737776
2012-08-01 32.0128495982525
2012-09-01 32.0720352100600
2012-10-01 32.0102615238087
2012-11-01 31.8879375049112
2012-12-01 31.8519597360037
2013-01-01 31.5846732784133
2013-02-01 31.7104865171146
2013-03-01 31.6564127446052
2013-04-01 31.4856330947564
2013-05-01 31.6055533568935
2013-06-01 31.4915043755349
2013-07-01 31.3942850480371
2013-08-01 31.2396548472841
2013-09-01 30.9573359038417
2013-10-01 30.9325794951019
2013-11-01 30.9850157123205
2013-12-01 30.8464694119658
2014-01-01 31.3474654312935
2014-02-01 31.0268655898768
2014-03-01 31.2157828254668
2014-04-01 31.3362963678915
2014-05-01 31.3363705693098
2014-06-01 31.3315896959322
2014-07-01 31.1998248542018
2014-08-01 31.3942312599092
2014-09-01 31.2291764115446
2014-10-01 31.2491286441359
2014-11-01 31.2699536634587
2014-12-01 31.4610581304526
2015-01-01 31.3974049950113
2015-02-01 31.2368368253129
2015-03-01 30.8712107312234
2015-04-01 30.7862644529792
2015-05-01 30.9817929438368
2015-06-01 30.9840624705123
2015-07-01 31.0088800896399
2015-08-01 31.0676116750467
2015-09-01 30.8706269047390
2015-10-01 30.7432463807230
2015-11-01 30.6730328529501
2015-12-01 30.6925972640005
2016-01-01 30.5482883165924
2016-02-01 30.5232839113143
2016-03-01 30.4074304050274
2016-04-01 30.4295063848851
2016-05-01 30.4323291933082
2016-06-01 30.6556828033257
2016-07-01 30.5451684154094
2016-08-01 30.3735099859308
2016-09-01 30.3827705084677
2016-10-01 30.3194866086917
2016-11-01 30.2602537187681
2016-12-01 30.2336916596699
2017-01-01 30.2009943525710
2017-02-01 30.2006308306219
2017-03-01 30.3327095394920
2017-04-01 30.3701962144997
2017-05-01 30.2892839418085
2017-06-01 30.2476900063867
2017-07-01 30.3065810404329
2017-08-01 30.1904536723330
2017-09-01 30.2622331387174
2017-10-01 30.6758384646693
2017-11-01 30.5464938426366
2017-12-01 30.3769492821089
2018-01-01 30.4828428524102
2018-02-01 30.3806509246356
2018-03-01 30.2326694451781
2018-04-01 30.2964729353065
2018-05-01 30.4364987071008
2018-06-01 30.4537623920187
2018-07-01 30.5868763238133
2018-08-01 30.7111420449944
2018-09-01 30.5472154957528
2018-10-01 30.6278693686155
2018-11-01 30.5214505516412
2018-12-01 30.6237820803688
2019-01-01 30.7780063501700
2019-02-01 30.9629002982941
2019-03-01 31.0249956488120
2019-04-01 30.9044890660201
2019-05-01 30.8679451702452
2019-06-01 30.9641101915233
2019-07-01 30.4932337861187
2019-08-01 30.4079593635456
2019-09-01 30.6449686790321
2019-10-01 30.3878244890041
2019-11-01 30.4170603693785
2019-12-01 30.4604423960911
2020-01-01 30.4857167370283
2020-02-01 30.3506961141264
2020-03-01 30.2870948603900
2020-04-01 25.5000744322270
2020-05-01 26.4783119215427
2020-06-01 27.5630065851773
2020-07-01 28.3218409827952
2020-08-01 28.3191955140005
2020-09-01 28.5605392398001
2020-10-01 28.5650583148124
2020-11-01 28.6176334240442
2020-12-01 28.8789104232888
2021-01-01 28.3870099305706
2021-02-01 28.3339753227358
2021-03-01 28.3458698733893
2021-04-01 28.4944560755158
2021-05-01 28.4714464278043
2021-06-01 28.5516429644001
2021-07-01 28.8520341717212
2021-08-01 28.9446135643387
2021-09-01 28.8999784913853
2021-10-01 29.1562138567663
2021-11-01 29.2228723662881
2021-12-01 29.2789996235839
2022-01-01 29.3946995404947
2022-02-01 29.7161149597770
2022-03-01 29.7825081513296
2022-04-01 29.9791245042835
2022-05-01 29.9442396563642
2022-06-01 29.5427651436742
2022-07-01 29.8795731840240
2022-08-01 30.1016412764416
2022-09-01 30.3706428422636
2022-10-01 29.9707556221027
2022-11-01 29.9118490070474
2022-12-01 29.9572420080981
2023-01-01 30.0882403105280
2023-02-01 29.9789800600168
2023-03-01 30.3262166680145
2023-04-01 30.0720680191880
2023-05-01 30.2106699031030
2023-06-01 30.3452660591390
2023-07-01 30.2029398757065
2023-08-01 30.2590205512712
2023-09-01 30.4443997807577
2023-10-01 30.5011523724606
2023-11-01 30.5037132884525
2023-12-01 30.5194749244739
2024-01-01 30.6761325611352
2024-02-01 30.7417443205728
2024-03-01 30.5658226367318
2024-04-01 30.2753527127263
2024-05-01 30.6797530888493
2024-06-01 30.7477848801040
2024-07-01 31.0238069023388
2024-08-01 30.7287877992812
2024-09-01 30.7000416556663
2024-10-01 30.8389243841610
2024-11-01 30.7865483211281
2024-12-01 30.8732866679274
2025-01-01 30.7523018800870
2025-02-01 30.9085320641378
2025-03-01 30.9327783296748
2025-04-01 30.8869192078771
2025-05-01 30.8659846906860
2025-06-01 30.7576788908870
2025-07-01 30.8314039166881
2025-08-01 30.7789721057050
2025-09-01 30.8313278086217
2025-10-01 30.8632656548410
2025-11-01 31.1685823820728
2025-12-01 31.2327991065691

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