Table Data - All Employees: Private Service Providing in Bowling Green, KY (MSA)

Title All Employees: Private Service Providing in Bowling Green, KY (MSA)
Series ID SMU21145400800000001SA
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 2026-06-01
Last Updated 2026-07-22 10:20 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 26.6768926785786
1990-02-01 26.7502526884875
1990-03-01 26.6742389262340
1990-04-01 26.3129691681046
1990-05-01 26.2322171843004
1990-06-01 26.3000754645692
1990-07-01 26.9721843160181
1990-08-01 27.0014091845065
1990-09-01 26.9203635967997
1990-10-01 27.0541008060587
1990-11-01 26.9055706101872
1990-12-01 27.2189312176292
1991-01-01 27.5787475557450
1991-02-01 27.6691751776051
1991-03-01 27.5724339564300
1991-04-01 27.9134007194013
1991-05-01 28.0247518573516
1991-06-01 28.1781149054628
1991-07-01 28.2787338866997
1991-08-01 28.4026881876911
1991-09-01 29.1265586168101
1991-10-01 29.3413587204264
1991-11-01 29.5746125129966
1991-12-01 29.5813735746404
1992-01-01 28.8670487811725
1992-02-01 29.1869684641648
1992-03-01 29.5787374426076
1992-04-01 30.1185055913231
1992-05-01 30.4306966510804
1992-06-01 30.4600732829968
1992-07-01 30.4009904795759
1992-08-01 30.4156868055032
1992-09-01 30.3364320705431
1992-10-01 30.3559804664405
1992-11-01 30.8590782096574
1992-12-01 30.5341341251160
1993-01-01 30.2423597262971
1993-02-01 30.0656085253092
1993-03-01 30.1547359481764
1993-04-01 29.9285610796591
1993-05-01 30.1644513598875
1993-06-01 30.7071185284038
1993-07-01 31.2457053717180
1993-08-01 31.7233653762132
1993-09-01 31.4652080879538
1993-10-01 31.5639841549208
1993-11-01 31.6445240042739
1993-12-01 31.9583823149971
1994-01-01 32.6253384539024
1994-02-01 32.7616749035672
1994-03-01 33.0510190562201
1994-04-01 33.3704625737936
1994-05-01 33.3069435708201
1994-06-01 33.1479999757083
1994-07-01 32.8815060411464
1994-08-01 32.7246624424007
1994-09-01 33.0624910864663
1994-10-01 33.4605408223001
1994-11-01 33.6359813310823
1994-12-01 33.7834965011272
1995-01-01 33.6655969307913
1995-02-01 33.9030273591270
1995-03-01 33.9274780790853
1995-04-01 33.8026682789516
1995-05-01 33.7670606353552
1995-06-01 34.0350471547777
1995-07-01 34.1202912108114
1995-08-01 34.3079442962253
1995-09-01 34.5586123326579
1995-10-01 34.2477269009599
1995-11-01 34.3495130356085
1995-12-01 34.4262240355015
1996-01-01 34.3119331543905
1996-02-01 34.4255676138081
1996-03-01 34.5246239712252
1996-04-01 34.6373637496565
1996-05-01 35.0430839164941
1996-06-01 34.9004147782019
1996-07-01 35.2337452591958
1996-08-01 35.3974973359327
1996-09-01 35.5153386931984
1996-10-01 36.0272253872222
1996-11-01 36.3503713831774
1996-12-01 36.0795907506621
1997-01-01 36.4195093620457
1997-02-01 36.3013844776761
1997-03-01 36.2509757621258
1997-04-01 36.3543745887997
1997-05-01 36.3867819510590
1997-06-01 36.1398839086560
1997-07-01 36.5275819708249
1997-08-01 36.6746258245609
1997-09-01 36.7821347771506
1997-10-01 36.6257672414878
1997-11-01 36.5625704449423
1997-12-01 36.7775064222166
1998-01-01 36.9161977098994
1998-02-01 36.9863568542928
1998-03-01 37.0730472301331
1998-04-01 36.9563458961922
1998-05-01 36.8248622933133
1998-06-01 36.7319676933343
1998-07-01 36.8130835068697
1998-08-01 36.7286273346183
1998-09-01 36.7445630930833
1998-10-01 36.7561943819628
1998-11-01 36.7962916119336
1998-12-01 37.0247521774121
1999-01-01 36.9074743235588
1999-02-01 37.0901741545158
1999-03-01 36.9811489135552
1999-04-01 37.0117425870119
1999-05-01 36.9217227725194
1999-06-01 37.2166405540439
1999-07-01 37.4182133997938
1999-08-01 37.1688016210308
1999-09-01 37.3330019980703
1999-10-01 37.5885440200370
1999-11-01 37.6184856629690
1999-12-01 37.8691816046762
2000-01-01 37.3032049303316
2000-02-01 37.0067728756610
2000-03-01 37.2755944431600
2000-04-01 36.9638073180078
2000-05-01 37.3038696238563
2000-06-01 37.4114896951640
2000-07-01 37.4505636510693
2000-08-01 37.4002794187236
2000-09-01 37.4299897940267
2000-10-01 37.2203680415286
2000-11-01 37.2363244798402
2000-12-01 37.1261609102838
2001-01-01 37.1866875932532
2001-02-01 37.1523890947092
2001-03-01 36.7514746266350
2001-04-01 37.1177302542363
2001-05-01 37.0673606095139
2001-06-01 37.0525719183279
2001-07-01 36.5803595358604
2001-08-01 36.7510193135042
2001-09-01 36.5420094211592
2001-10-01 36.2230076574252
2001-11-01 36.2414564888253
2001-12-01 36.0775518348264
2002-01-01 36.4452967917098
2002-02-01 36.6930145997828
2002-03-01 36.7409607771727
2002-04-01 37.1866781508197
2002-05-01 37.1399412101268
2002-06-01 37.2057639845941
2002-07-01 37.3238813464625
2002-08-01 37.2918671223082
2002-09-01 37.2181671752486
2002-10-01 37.4049604126018
2002-11-01 37.4192078107117
2002-12-01 37.5812436151264
2003-01-01 37.7539613588570
2003-02-01 37.5603838973830
2003-03-01 37.7456440621867
2003-04-01 37.4663512256587
2003-05-01 37.6209590626011
2003-06-01 37.4602455932387
2003-07-01 37.5295553734315
2003-08-01 37.8703514857533
2003-09-01 37.7861059673562
2003-10-01 38.4779564626324
2003-11-01 38.6014613891724
2003-12-01 38.4699753292056
2004-01-01 38.4744961320151
2004-02-01 38.4053480146263
2004-03-01 38.6586552009260
2004-04-01 38.7737245844732
2004-05-01 38.8043245303659
2004-06-01 38.7846121370581
2004-07-01 39.2206259044214
2004-08-01 38.9655729981318
2004-09-01 39.6431307854860
2004-10-01 39.9521216191161
2004-11-01 40.0718000802269
2004-12-01 40.1417849097443
2005-01-01 40.3437970663868
2005-02-01 40.5627948306360
2005-03-01 40.6014865948381
2005-04-01 40.8949055646145
2005-05-01 40.8790525857722
2005-06-01 41.1729137979303
2005-07-01 41.3794993362166
2005-08-01 41.7590646049671
2005-09-01 41.8028016032854
2005-10-01 41.5422410397808
2005-11-01 41.5539662567963
2005-12-01 41.5178605264241
2006-01-01 41.6207198267065
2006-02-01 41.5645534782116
2006-03-01 41.8509343473880
2006-04-01 41.9292367241665
2006-05-01 42.1500776524476
2006-06-01 42.2260263981821
2006-07-01 42.2359324661109
2006-08-01 42.0599956577496
2006-09-01 42.3892169140822
2006-10-01 42.4626786340756
2006-11-01 42.5586634873254
2006-12-01 42.8957795765214
2007-01-01 42.9948533049107
2007-02-01 43.3793486336327
2007-03-01 43.4079364929830
2007-04-01 43.4512020218200
2007-05-01 43.5190931387669
2007-06-01 43.5652410501506
2007-07-01 43.3739365725158
2007-08-01 42.8629143915529
2007-09-01 43.1035060458847
2007-10-01 43.4796559190437
2007-11-01 43.6837258987295
2007-12-01 43.5820497083546
2008-01-01 43.6442125949361
2008-02-01 43.8573167947930
2008-03-01 43.4194551566122
2008-04-01 43.4714511863835
2008-05-01 43.4983445197833
2008-06-01 43.4186610396912
2008-07-01 43.3296699890642
2008-08-01 43.3617541860893
2008-09-01 43.0418859578988
2008-10-01 42.8010883927940
2008-11-01 42.6209055347779
2008-12-01 42.3939104737600
2009-01-01 42.0362744780621
2009-02-01 41.9011709891105
2009-03-01 41.6937981757152
2009-04-01 41.3609530563743
2009-05-01 41.3885681179104
2009-06-01 41.2992360426999
2009-07-01 41.4098932711194
2009-08-01 41.3875003238904
2009-09-01 41.3943082598986
2009-10-01 41.5255352396803
2009-11-01 41.5422318927235
2009-12-01 41.8091718809438
2010-01-01 41.9591710707514
2010-02-01 41.8838704289139
2010-03-01 41.8848752195529
2010-04-01 42.1298890709589
2010-05-01 42.0582154911916
2010-06-01 42.2856823276269
2010-07-01 42.4122597775713
2010-08-01 42.2780337496481
2010-09-01 42.3146261777611
2010-10-01 42.3507806426154
2010-11-01 42.0358284732442
2010-12-01 42.1235526141074
2011-01-01 42.1856790458828
2011-02-01 42.1938813541568
2011-03-01 42.3810311924895
2011-04-01 42.1662404676635
2011-05-01 42.3112406157870
2011-06-01 42.5803747966938
2011-07-01 42.7297549917653
2011-08-01 42.8856129532415
2011-09-01 43.1332208058190
2011-10-01 43.2876276378734
2011-11-01 43.4042064377854
2011-12-01 43.6319836869740
2012-01-01 43.6388514068373
2012-02-01 44.0335771136690
2012-03-01 44.2004700711206
2012-04-01 44.1912752389169
2012-05-01 44.2377377142177
2012-06-01 44.1651022839395
2012-07-01 43.9560657238297
2012-08-01 43.7055114927055
2012-09-01 43.9495630363125
2012-10-01 44.0232447108741
2012-11-01 44.3565930661628
2012-12-01 44.4619967858493
2013-01-01 44.6922922535317
2013-02-01 44.6372974341643
2013-03-01 44.6204013801622
2013-04-01 44.8113510098675
2013-05-01 44.8659056362697
2013-06-01 44.7555898820864
2013-07-01 44.8824813598659
2013-08-01 45.1218407051735
2013-09-01 45.0576704478714
2013-10-01 45.0640405868758
2013-11-01 45.0018793695347
2013-12-01 45.2093513194222
2014-01-01 44.7062149909262
2014-02-01 44.9296722476345
2014-03-01 45.1579226833325
2014-04-01 45.2403574126081
2014-05-01 45.3070188255375
2014-06-01 45.3445476477368
2014-07-01 45.5022669067118
2014-08-01 45.5478657458315
2014-09-01 45.5539683419773
2014-10-01 45.5741057828737
2014-11-01 45.7589028752129
2014-12-01 45.9695435297410
2015-01-01 45.7521317922724
2015-02-01 45.5238194674644
2015-03-01 45.3879663816300
2015-04-01 45.5820551526431
2015-05-01 46.0788775831473
2015-06-01 45.9243023914009
2015-07-01 45.9069006684359
2015-08-01 45.8697528982396
2015-09-01 45.7526550381318
2015-10-01 46.3551990896209
2015-11-01 46.5230891713885
2015-12-01 46.6352116296691
2016-01-01 46.7810496013709
2016-02-01 47.2452686356394
2016-03-01 47.2176810302554
2016-04-01 47.3544547850499
2016-05-01 47.4763057843112
2016-06-01 47.3926957316185
2016-07-01 47.6110774911010
2016-08-01 47.6870129780755
2016-09-01 47.8300559941584
2016-10-01 47.7038639503206
2016-11-01 47.5812771659185
2016-12-01 47.8750104847928
2017-01-01 48.4394248011296
2017-02-01 48.5507439089344
2017-03-01 48.6209348958382
2017-04-01 48.9773268533569
2017-05-01 48.8906894232803
2017-06-01 49.1749182229205
2017-07-01 48.6259651126058
2017-08-01 48.5881198937270
2017-09-01 48.6236703680460
2017-10-01 48.5414111292405
2017-11-01 48.3427870917418
2017-12-01 48.1872578112555
2018-01-01 48.0996019664278
2018-02-01 48.2576464762903
2018-03-01 48.2848012839883
2018-04-01 48.5579113459531
2018-05-01 48.5379076153754
2018-06-01 48.8938356415104
2018-07-01 48.9354241150523
2018-08-01 49.0838178539329
2018-09-01 48.9185131512470
2018-10-01 49.1804747993760
2018-11-01 49.1075460819421
2018-12-01 49.0479781282400
2019-01-01 49.1983563842051
2019-02-01 49.1921145845948
2019-03-01 49.3582912131867
2019-04-01 49.1458240653188
2019-05-01 49.0976051160884
2019-06-01 49.0261275816002
2019-07-01 49.0183746411969
2019-08-01 48.8631465935130
2019-09-01 49.1280313836879
2019-10-01 48.5494404475635
2019-11-01 49.3003162194560
2019-12-01 49.3105154113852
2020-01-01 48.8351393169947
2020-02-01 48.9905792215079
2020-03-01 48.4061873695454
2020-04-01 38.8416124360304
2020-05-01 39.6404811044194
2020-06-01 42.9866165942837
2020-07-01 44.6713790921296
2020-08-01 45.2883285720954
2020-09-01 45.4360639784589
2020-10-01 46.0707113688436
2020-11-01 46.0613755352625
2020-12-01 46.3046662079048
2021-01-01 46.6514405709942
2021-02-01 46.2938883191244
2021-03-01 46.7730525831359
2021-04-01 46.5828797929540
2021-05-01 46.9550591998826
2021-06-01 47.0877918123597
2021-07-01 47.7112336405941
2021-08-01 47.3565240885331
2021-09-01 46.8301670852563
2021-10-01 47.6894006015179
2021-11-01 47.9779960241379
2021-12-01 48.3164257627043
2022-01-01 48.1328651267005
2022-02-01 48.3628078525880
2022-03-01 48.6805631412262
2022-04-01 49.0034815656033
2022-05-01 48.9905364969520
2022-06-01 49.1956765323291
2022-07-01 49.5438633468532
2022-08-01 49.7283317312591
2022-09-01 49.9072630694896
2022-10-01 50.0191180548780
2022-11-01 49.9192106413424
2022-12-01 50.3365811654307
2023-01-01 51.4649384165846
2023-02-01 51.5415076971889
2023-03-01 51.4101298602964
2023-04-01 51.5923049702743
2023-05-01 51.2203466693687
2023-06-01 51.3892678495026
2023-07-01 51.3894150673389
2023-08-01 51.1898650801996
2023-09-01 51.5160037530632
2023-10-01 51.1364356274046
2023-11-01 51.1689093253646
2023-12-01 51.1807142344681
2024-01-01 51.2168421353766
2024-02-01 51.4867118762732
2024-03-01 51.4101041694230
2024-04-01 51.4737619350444
2024-05-01 52.0437299593085
2024-06-01 52.4915094255747
2024-07-01 52.4548558516510
2024-08-01 52.6678485788111
2024-09-01 52.5065575121445
2024-10-01 52.9464788788981
2024-11-01 53.0985186687153
2024-12-01 52.9921580234247
2025-01-01 53.1248733746614
2025-02-01 53.1814840678288
2025-03-01 53.2387436992792
2025-04-01 53.2720750974763
2025-05-01 53.3423094663032
2025-06-01 53.0901575970668
2025-07-01 53.2510894317781
2025-08-01 53.3420523257814
2025-09-01 53.3175385124610
2025-10-01 53.3345256112978
2025-11-01 53.1204531859281
2025-12-01 53.3972569182305
2026-01-01 53.6044103751525
2026-02-01 53.3910615426517
2026-03-01 53.5431189049805
2026-04-01 53.5812427744926
2026-05-01 53.4321947543136
2026-06-01 53.7008924807442

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