Table Data - All Employees: Professional and Business Services in Bowling Green, KY (MSA)

Title All Employees: Professional and Business Services in Bowling Green, KY (MSA)
Series ID BOWPBSV
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 10:11 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 3.51660369418023
1990-02-01 3.60577348374930
1990-03-01 3.45096368846948
1990-04-01 2.89579985284931
1990-05-01 2.74346979302044
1990-06-01 2.60422844044783
1990-07-01 3.21563883038820
1990-08-01 2.97269361116036
1990-09-01 2.97365201069114
1990-10-01 3.04811556777668
1990-11-01 2.94260818469317
1990-12-01 3.14856356229668
1991-01-01 3.59823626774993
1991-02-01 3.69624044275980
1991-03-01 3.54003026832039
1991-04-01 3.88314455124379
1991-05-01 3.95389292834102
1991-06-01 4.01545628313226
1991-07-01 4.13656586828455
1991-08-01 4.09053990780701
1991-09-01 4.98560466739325
1991-10-01 5.44785895908113
1991-11-01 5.13577728267973
1991-12-01 5.02840104572279
1992-01-01 4.55667318321171
1992-02-01 4.88064746695341
1992-03-01 5.24275354071894
1992-04-01 5.57421048587095
1992-05-01 5.87303207074181
1992-06-01 5.93880182635320
1992-07-01 5.67336742514303
1992-08-01 5.72364228318541
1992-09-01 5.79435860948864
1992-10-01 5.64904168268222
1992-11-01 6.11943330173355
1992-12-01 5.78017141157404
1993-01-01 5.19515803591902
1993-02-01 5.25579333295193
1993-03-01 5.34034205043353
1993-04-01 4.68017903127253
1993-05-01 5.00089748274632
1993-06-01 5.28578997907537
1993-07-01 5.62884086121192
1993-08-01 5.96615931007090
1993-09-01 5.79650849334191
1993-10-01 5.84214789143483
1993-11-01 5.88833252767518
1993-12-01 6.00993938310214
1994-01-01 6.62812590920369
1994-02-01 6.70834366988875
1994-03-01 6.83477640179915
1994-04-01 7.11887125603312
1994-05-01 6.96669109504230
1994-06-01 6.76487191919832
1994-07-01 6.36563932463485
1994-08-01 6.27934162513923
1994-09-01 6.17414051385043
1994-10-01 6.32201331615896
1994-11-01 6.37782876111469
1994-12-01 6.37032217693058
1995-01-01 6.05215879098122
1995-02-01 6.04393989848508
1995-03-01 5.82417222027747
1995-04-01 5.66340144767882
1995-05-01 5.73784335213471
1995-06-01 5.75823826351982
1995-07-01 5.89870645760982
1995-08-01 5.97874351083587
1995-09-01 6.05276370096720
1995-10-01 5.87961974914284
1995-11-01 5.76407656107874
1995-12-01 5.93310268858589
1996-01-01 5.90235323147286
1996-02-01 5.88020008197851
1996-03-01 5.93524475938184
1996-04-01 5.91861886906506
1996-05-01 6.01619444417840
1996-06-01 6.03817691874041
1996-07-01 6.20017720472729
1996-08-01 6.15238891202013
1996-09-01 6.32134843565231
1996-10-01 6.42250176330336
1996-11-01 6.45534190464967
1996-12-01 6.32180364704638
1997-01-01 6.48902647331065
1997-02-01 6.36146657679802
1997-03-01 6.36397071738785
1997-04-01 6.34678402440478
1997-05-01 6.36063385784287
1997-06-01 6.28054066701710
1997-07-01 6.19527293677686
1997-08-01 6.32141706288997
1997-09-01 6.29335883731675
1997-10-01 6.17098979225730
1997-11-01 6.23404011238014
1997-12-01 6.21489108298061
1998-01-01 6.42513286592971
1998-02-01 6.37715870046717
1998-03-01 6.29750128542910
1998-04-01 6.15561157404157
1998-05-01 5.99108753510478
1998-06-01 5.98929383352147
1998-07-01 6.07788063284342
1998-08-01 5.96823351787739
1998-09-01 5.85922649262605
1998-10-01 5.93964512172270
1998-11-01 5.83609108751079
1998-12-01 5.93858560633200
1999-01-01 5.76894917129473
1999-02-01 5.91102968905807
1999-03-01 5.82289256065495
1999-04-01 5.73279470434554
1999-05-01 5.69726172340664
1999-06-01 5.77781984806209
1999-07-01 5.76866712127354
1999-08-01 5.52628170444123
1999-09-01 5.63858933267732
1999-10-01 5.81239866285402
1999-11-01 5.84585195862352
1999-12-01 5.95736895307556
2000-01-01 5.61430656271454
2000-02-01 5.55185262786581
2000-03-01 5.53060197964563
2000-04-01 5.71653515771248
2000-05-01 5.79283086438336
2000-06-01 5.77129258239188
2000-07-01 5.76105240183768
2000-08-01 5.89010418876410
2000-09-01 5.91941674018719
2000-10-01 5.58562563765272
2000-11-01 5.76341419191934
2000-12-01 5.76572379666342
2001-01-01 5.74079148223244
2001-02-01 5.80749450596884
2001-03-01 5.62579876699620
2001-04-01 6.00684826523243
2001-05-01 5.98911550945908
2001-06-01 6.07788567849977
2001-07-01 5.54998745999645
2001-08-01 5.86217089762541
2001-09-01 5.78906054896999
2001-10-01 5.66614624942345
2001-11-01 5.68490568067100
2001-12-01 5.67849460351670
2002-01-01 5.74953620641576
2002-02-01 5.85418772572417
2002-03-01 5.91300831012834
2002-04-01 5.90230500455322
2002-05-01 5.88301965226093
2002-06-01 5.99388700100827
2002-07-01 5.94200166275481
2002-08-01 5.94440712483684
2002-09-01 5.96444632086657
2002-10-01 6.05371486603816
2002-11-01 6.00884463333031
2002-12-01 5.99360828807819
2003-01-01 6.13751528242344
2003-02-01 6.08021401843706
2003-03-01 6.19367031227675
2003-04-01 6.00845971389087
2003-05-01 6.08148605004369
2003-06-01 5.90267991276195
2003-07-01 6.12795037151928
2003-08-01 6.24953424405756
2003-09-01 6.14739623251612
2003-10-01 6.65942414315284
2003-11-01 6.83105327074494
2003-12-01 6.70814670294688
2004-01-01 6.22064007861690
2004-02-01 6.37351755868827
2004-03-01 6.47203717733274
2004-04-01 6.52087033682570
2004-05-01 6.46704516974046
2004-06-01 6.59849247256761
2004-07-01 6.72148582973182
2004-08-01 6.78280817032284
2004-09-01 6.86489623112537
2004-10-01 6.66672083998925
2004-11-01 6.73457274978312
2004-12-01 6.70335264854026
2005-01-01 6.70400534746902
2005-02-01 6.85504211309764
2005-03-01 6.86874925444795
2005-04-01 7.02845775421698
2005-05-01 7.05090528766903
2005-06-01 7.06849907846357
2005-07-01 6.92865798415084
2005-08-01 7.51804299712375
2005-09-01 7.58930299630664
2005-10-01 7.30429930441543
2005-11-01 7.12053875811643
2005-12-01 7.09810422533617
2006-01-01 7.29639719097943
2006-02-01 7.20958132846744
2006-03-01 7.27247457932002
2006-04-01 7.23414439530757
2006-05-01 7.33307459824302
2006-06-01 7.33176316448181
2006-07-01 7.34311412890056
2006-08-01 7.25322208967637
2006-09-01 7.43966108335753
2006-10-01 7.33563053587458
2006-11-01 7.50088781859990
2006-12-01 7.58369984768427
2007-01-01 7.68234065093755
2007-02-01 7.76295735405689
2007-03-01 7.77374034867898
2007-04-01 7.74276145789915
2007-05-01 7.83111635114806
2007-06-01 7.79741045674699
2007-07-01 7.65893751058019
2007-08-01 7.57599075054777
2007-09-01 7.58969315653740
2007-10-01 7.76255917858367
2007-11-01 7.77987089861089
2007-12-01 7.87457016301045
2008-01-01 7.76769289921549
2008-02-01 7.82437577609969
2008-03-01 7.76508489047224
2008-04-01 7.85089064516363
2008-05-01 7.73196706644136
2008-06-01 7.77646700907661
2008-07-01 7.57278146501875
2008-08-01 7.79229270559888
2008-09-01 7.54632596747087
2008-10-01 7.36553760754948
2008-11-01 7.46230855385195
2008-12-01 7.26054232909247
2009-01-01 7.15539677615580
2009-02-01 7.21548279271467
2009-03-01 7.05846965464876
2009-04-01 6.94434140209392
2009-05-01 7.04408604164554
2009-06-01 6.95902062936146
2009-07-01 7.27758807217741
2009-08-01 7.28605696349717
2009-09-01 7.37746725021559
2009-10-01 7.57957250155834
2009-11-01 7.65538115818143
2009-12-01 7.86375168253569
2010-01-01 7.84395523891896
2010-02-01 7.82437678138803
2010-03-01 7.86217079758960
2010-04-01 7.82905896160445
2010-05-01 7.74142993192906
2010-06-01 7.84767301125550
2010-07-01 7.97205577171133
2010-08-01 8.06702145404364
2010-09-01 8.29453658048482
2010-10-01 8.19325939218450
2010-11-01 7.96417571565396
2010-12-01 7.97103838743640
2011-01-01 8.03571499805332
2011-02-01 8.05356255939818
2011-03-01 8.16669820069253
2011-04-01 8.20784239547367
2011-05-01 8.23076245365726
2011-06-01 8.34720423194021
2011-07-01 8.25936203945868
2011-08-01 8.23630079145502
2011-09-01 8.39136734969752
2011-10-01 8.51640584377733
2011-11-01 8.67835848198128
2011-12-01 8.67765119365263
2012-01-01 8.82819275398986
2012-02-01 8.98921782513947
2012-03-01 9.08550175106999
2012-04-01 9.09141321582211
2012-05-01 9.00690347176245
2012-06-01 9.03697005555467
2012-07-01 8.95711344496333
2012-08-01 8.81918034069455
2012-09-01 8.78658701663242
2012-10-01 8.73069062051845
2012-11-01 8.77370327811054
2012-12-01 8.87552586504455
2013-01-01 9.03212094770895
2013-02-01 8.90739816449990
2013-03-01 8.92135174859164
2013-04-01 9.08486535638129
2013-05-01 9.19173030938470
2013-06-01 9.13957702512204
2013-07-01 9.15257564213220
2013-08-01 9.29474575424376
2013-09-01 9.37521063095778
2013-10-01 8.93553631260653
2013-11-01 8.96303616125798
2013-12-01 8.97429828911330
2014-01-01 8.73258308901923
2014-02-01 8.80288751250253
2014-03-01 8.97798046149873
2014-04-01 8.89890763667586
2014-05-01 8.88796523481646
2014-06-01 8.83862429188754
2014-07-01 9.04481826778104
2014-08-01 9.07927065040513
2014-09-01 9.06488376343834
2014-10-01 9.01211355085835
2014-11-01 9.04484654089126
2014-12-01 9.06712426925976
2015-01-01 9.05227318724667
2015-02-01 8.89233246983157
2015-03-01 8.92810393087322
2015-04-01 8.91405136905786
2015-05-01 9.20231476657692
2015-06-01 9.04714367647883
2015-07-01 8.83043804079376
2015-08-01 8.86771974143839
2015-09-01 9.04883985772131
2015-10-01 9.17309489647922
2015-11-01 9.33915747332617
2015-12-01 9.26298701023926
2016-01-01 9.36772622781922
2016-02-01 9.48385560844309
2016-03-01 9.26161590810930
2016-04-01 9.33119634623727
2016-05-01 9.42149652145280
2016-06-01 9.23680382257181
2016-07-01 9.43091950136854
2016-08-01 9.48030755630236
2016-09-01 9.73456677433738
2016-10-01 9.03303120558710
2016-11-01 9.22912277922002
2016-12-01 9.34806622031500
2017-01-01 9.88726944950604
2017-02-01 9.67982954521200
2017-03-01 9.56784237999189
2017-04-01 9.64899728204098
2017-05-01 9.64368050745188
2017-06-01 9.94456809585903
2017-07-01 9.82713001786414
2017-08-01 9.68528696941013
2017-09-01 9.62662306913519
2017-10-01 9.71297551439290
2017-11-01 9.53220106102069
2017-12-01 9.41959903291157
2018-01-01 9.18680587882949
2018-02-01 9.18093652255985
2018-03-01 9.25180505541232
2018-04-01 9.47504114473556
2018-05-01 9.36568633488555
2018-06-01 9.45001233270346
2018-07-01 9.42855614084324
2018-08-01 9.49708793444774
2018-09-01 9.62500372241860
2018-10-01 9.60798072342130
2018-11-01 9.63374735466314
2018-12-01 9.67719933561797
2019-01-01 9.78705445258360
2019-02-01 9.78893240861936
2019-03-01 9.81707147384991
2019-04-01 9.69233300832183
2019-05-01 9.68479659832833
2019-06-01 9.57279860483914
2019-07-01 9.42985586773725
2019-08-01 9.39974958104517
2019-09-01 9.42459709523713
2019-10-01 9.12730193043543
2019-11-01 9.63528158334681
2019-12-01 9.44851435717718
2020-01-01 9.37488528707143
2020-02-01 9.38496217014188
2020-03-01 9.57332901508369
2020-04-01 7.70961014116939
2020-05-01 7.39617383305474
2020-06-01 8.08406784724377
2020-07-01 8.53456941953383
2020-08-01 8.72038746150236
2020-09-01 8.72066784152327
2020-10-01 8.95371489462769
2020-11-01 9.03463630060584
2020-12-01 9.14189998064053
2021-01-01 9.06091878833405
2021-02-01 8.96826844166424
2021-03-01 8.94186045334053
2021-04-01 8.81289815559242
2021-05-01 8.79557701088081
2021-06-01 8.79817566784990
2021-07-01 8.73759561733429
2021-08-01 8.63195673537902
2021-09-01 8.41763437642343
2021-10-01 8.78020117494665
2021-11-01 8.83799823069259
2021-12-01 8.96209889959598
2022-01-01 9.05017733343936
2022-02-01 9.14524327853013
2022-03-01 9.11785034266283
2022-04-01 9.20205927414608
2022-05-01 9.19227857928216
2022-06-01 9.19472998036260
2022-07-01 9.23879790377530
2022-08-01 9.35675725300993
2022-09-01 9.31049655146449
2022-10-01 9.29267924539305
2022-11-01 9.44587997020140
2022-12-01 9.39364353281712
2023-01-01 9.44556828660272
2023-02-01 9.63586293079431
2023-03-01 9.60557349506372
2023-04-01 9.57352937901787
2023-05-01 9.58320026297387
2023-06-01 9.58893017609867
2023-07-01 9.64852206047251
2023-08-01 9.46997101120270
2023-09-01 9.50158504015673
2023-10-01 9.19945555476713
2023-11-01 9.24915569023478
2023-12-01 9.12678040322068
2024-01-01 9.24730514574679
2024-02-01 9.23616942611529
2024-03-01 9.19458533295665
2024-04-01 9.24915813989803
2024-05-01 9.27185352507946
2024-06-01 9.28265905262800
2024-07-01 9.15689631577801
2024-08-01 9.18362051602474
2024-09-01 9.08886975348188
2024-10-01 9.29869542393565
2024-11-01 9.55516916778105
2024-12-01 9.34730305914314
2025-01-01 9.34709262048115
2025-02-01 9.34583424788728
2025-03-01 9.39022652898641
2025-04-01 9.43447013114479
2025-05-01 9.36104569988024
2025-06-01 9.18147430841031
2025-07-01 9.36607492324781
2025-08-01 9.38509743279443
2025-09-01 9.38558278992571
2025-10-01 9.39307687817458
2025-11-01 9.35381225019647
2025-12-01 9.35167383543404
2026-01-01 9.34938528681608
2026-02-01 9.25879444653869
2026-03-01 9.28889337730020
2026-04-01 9.22817455312639
2026-05-01 9.25615807184323

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