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 2025-11-01 |
| Last Updated | 2026-01-07 10:05 PM 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 | 3.51668125549156 |
| 1990-02-01 | 3.60581488864444 |
| 1990-03-01 | 3.45097463818138 |
| 1990-04-01 | 2.89577898173726 |
| 1990-05-01 | 2.74342156241153 |
| 1990-06-01 | 2.60415168126022 |
| 1990-07-01 | 3.21554008022375 |
| 1990-08-01 | 2.97252880077411 |
| 1990-09-01 | 2.97382149803156 |
| 1990-10-01 | 3.04797324316833 |
| 1990-11-01 | 2.94277548000077 |
| 1990-12-01 | 3.14865390450693 |
| 1991-01-01 | 3.59830487389218 |
| 1991-02-01 | 3.69627744192107 |
| 1991-03-01 | 3.54003968381544 |
| 1991-04-01 | 3.88312317161594 |
| 1991-05-01 | 3.95384798284159 |
| 1991-06-01 | 4.01538728527428 |
| 1991-07-01 | 4.13647897836552 |
| 1991-08-01 | 4.09038336288999 |
| 1991-09-01 | 4.98575679939059 |
| 1991-10-01 | 5.44773649260723 |
| 1991-11-01 | 5.13592784415795 |
| 1991-12-01 | 5.02848287629862 |
| 1992-01-01 | 4.55672884823622 |
| 1992-02-01 | 4.88067815852068 |
| 1992-03-01 | 5.24276143440365 |
| 1992-04-01 | 5.57419130502975 |
| 1992-05-01 | 5.87299579245143 |
| 1992-06-01 | 5.93874699408002 |
| 1992-07-01 | 5.67329711689602 |
| 1992-08-01 | 5.72349777776854 |
| 1992-09-01 | 5.79449415755189 |
| 1992-10-01 | 5.64893667385838 |
| 1992-11-01 | 6.11956235636158 |
| 1992-12-01 | 5.78023903068976 |
| 1993-01-01 | 5.19520028773599 |
| 1993-02-01 | 5.25581396655221 |
| 1993-03-01 | 5.34034581429751 |
| 1993-04-01 | 4.68016134998954 |
| 1993-05-01 | 5.00087016234511 |
| 1993-06-01 | 5.28575242934965 |
| 1993-07-01 | 5.62879484414960 |
| 1993-08-01 | 5.96605311179208 |
| 1993-09-01 | 5.79659281702096 |
| 1993-10-01 | 5.84208553010605 |
| 1993-11-01 | 5.88842652843959 |
| 1993-12-01 | 6.00998388246959 |
| 1994-01-01 | 6.62815048012500 |
| 1994-02-01 | 6.70835626635740 |
| 1994-03-01 | 6.83477821613439 |
| 1994-04-01 | 7.11885803062013 |
| 1994-05-01 | 6.96667500707395 |
| 1994-06-01 | 6.76485243617032 |
| 1994-07-01 | 6.36561669829272 |
| 1994-08-01 | 6.27926603738593 |
| 1994-09-01 | 6.17418604154295 |
| 1994-10-01 | 6.32198587325217 |
| 1994-11-01 | 6.37788499744948 |
| 1994-12-01 | 6.37034706391977 |
| 1995-01-01 | 6.05217130677321 |
| 1995-02-01 | 6.04394590764797 |
| 1995-03-01 | 5.82417195561157 |
| 1995-04-01 | 5.66339171639334 |
| 1995-05-01 | 5.73783482844692 |
| 1995-06-01 | 5.75823087683070 |
| 1995-07-01 | 5.89870136339492 |
| 1995-08-01 | 5.97870889363200 |
| 1995-09-01 | 6.05276637281831 |
| 1995-10-01 | 5.87962605304042 |
| 1995-11-01 | 5.76409659883121 |
| 1995-12-01 | 5.93311133381963 |
| 1996-01-01 | 5.90235766357554 |
| 1996-02-01 | 5.88020394861563 |
| 1996-03-01 | 5.93524520408467 |
| 1996-04-01 | 5.91861436851569 |
| 1996-05-01 | 6.01619188975003 |
| 1996-06-01 | 6.03817481161258 |
| 1996-07-01 | 6.20017599745318 |
| 1996-08-01 | 6.15237271804271 |
| 1996-09-01 | 6.32135052565864 |
| 1996-10-01 | 6.42250526788856 |
| 1996-11-01 | 6.45534609219858 |
| 1996-12-01 | 6.32180767390675 |
| 1997-01-01 | 6.48902947064330 |
| 1997-02-01 | 6.36146799090028 |
| 1997-03-01 | 6.36397053249203 |
| 1997-04-01 | 6.34678210178375 |
| 1997-05-01 | 6.36063287916866 |
| 1997-06-01 | 6.28053940348157 |
| 1997-07-01 | 6.19527171084273 |
| 1997-08-01 | 6.32141623003681 |
| 1997-09-01 | 6.29335842890564 |
| 1997-10-01 | 6.17098999771614 |
| 1997-11-01 | 6.23404082071013 |
| 1997-12-01 | 6.21489202796037 |
| 1998-01-01 | 6.42513351603018 |
| 1998-02-01 | 6.37715908240967 |
| 1998-03-01 | 6.29750122602984 |
| 1998-04-01 | 6.15561132062141 |
| 1998-05-01 | 5.99108742154833 |
| 1998-06-01 | 5.98929351149313 |
| 1998-07-01 | 6.07788034819249 |
| 1998-08-01 | 5.96823346884674 |
| 1998-09-01 | 5.85922638659207 |
| 1998-10-01 | 5.93964515146197 |
| 1998-11-01 | 5.83609121660599 |
| 1998-12-01 | 5.93858578190530 |
| 1999-01-01 | 5.76894919244391 |
| 1999-02-01 | 5.91102976386620 |
| 1999-03-01 | 5.82289251977920 |
| 1999-04-01 | 5.73279460842408 |
| 1999-05-01 | 5.69726183047153 |
| 1999-06-01 | 5.77781976154875 |
| 1999-07-01 | 5.76866706907395 |
| 1999-08-01 | 5.52628184565787 |
| 1999-09-01 | 5.63858932970572 |
| 1999-10-01 | 5.81239868336863 |
| 1999-11-01 | 5.84585194908280 |
| 1999-12-01 | 5.95736891578400 |
| 2000-01-01 | 5.61430644319395 |
| 2000-02-01 | 5.55185261353600 |
| 2000-03-01 | 5.53060196840849 |
| 2000-04-01 | 5.71653514446045 |
| 2000-05-01 | 5.79283099415418 |
| 2000-06-01 | 5.77129256634166 |
| 2000-07-01 | 5.76105237521772 |
| 2000-08-01 | 5.89010431978749 |
| 2000-09-01 | 5.91941671078214 |
| 2000-10-01 | 5.58562563960321 |
| 2000-11-01 | 5.76341417112080 |
| 2000-12-01 | 5.76572375665034 |
| 2001-01-01 | 5.74079141734264 |
| 2001-02-01 | 5.80749449538170 |
| 2001-03-01 | 5.62579876417414 |
| 2001-04-01 | 6.00684826086643 |
| 2001-05-01 | 5.98911557671011 |
| 2001-06-01 | 6.07788567256707 |
| 2001-07-01 | 5.54998744426591 |
| 2001-08-01 | 5.86217098577841 |
| 2001-09-01 | 5.78906052566570 |
| 2001-10-01 | 5.66614625846471 |
| 2001-11-01 | 5.68490566061977 |
| 2001-12-01 | 5.67849457064719 |
| 2002-01-01 | 5.74953619194228 |
| 2002-02-01 | 5.85418771275614 |
| 2002-03-01 | 5.91300831082520 |
| 2002-04-01 | 5.90230500743393 |
| 2002-05-01 | 5.88301965738955 |
| 2002-06-01 | 5.99388700627994 |
| 2002-07-01 | 5.94200166262525 |
| 2002-08-01 | 5.94440717035983 |
| 2002-09-01 | 5.96444631298343 |
| 2002-10-01 | 6.05371488085438 |
| 2002-11-01 | 6.00884462073688 |
| 2002-12-01 | 5.99360826733225 |
| 2003-01-01 | 6.13751526717375 |
| 2003-02-01 | 6.08021400113278 |
| 2003-03-01 | 6.19367031237420 |
| 2003-04-01 | 6.00845972042879 |
| 2003-05-01 | 6.08148606269556 |
| 2003-06-01 | 5.90267992723584 |
| 2003-07-01 | 6.12795038598038 |
| 2003-08-01 | 6.24953424359465 |
| 2003-09-01 | 6.14739623665236 |
| 2003-10-01 | 6.65942415257274 |
| 2003-11-01 | 6.83105325564430 |
| 2003-12-01 | 6.70814668311963 |
| 2004-01-01 | 6.22064004810061 |
| 2004-02-01 | 6.37351752909206 |
| 2004-03-01 | 6.47203717746949 |
| 2004-04-01 | 6.52087036283549 |
| 2004-05-01 | 6.46704520807101 |
| 2004-06-01 | 6.59849250011947 |
| 2004-07-01 | 6.72148583712368 |
| 2004-08-01 | 6.78280816637394 |
| 2004-09-01 | 6.86489619935688 |
| 2004-10-01 | 6.66672082522832 |
| 2004-11-01 | 6.73457277897507 |
| 2004-12-01 | 6.70335272972829 |
| 2005-01-01 | 6.70400539932085 |
| 2005-02-01 | 6.85504211787498 |
| 2005-03-01 | 6.86874921091818 |
| 2005-04-01 | 7.02845758074147 |
| 2005-05-01 | 7.05090502728401 |
| 2005-06-01 | 7.06849883426344 |
| 2005-07-01 | 6.92865882664744 |
| 2005-08-01 | 7.51804206615855 |
| 2005-09-01 | 7.58930324453024 |
| 2005-10-01 | 7.30429966822872 |
| 2005-11-01 | 7.12053920081499 |
| 2005-12-01 | 7.09810464599765 |
| 2006-01-01 | 7.29639742602734 |
| 2006-02-01 | 7.20958132632782 |
| 2006-03-01 | 7.27247426621641 |
| 2006-04-01 | 7.23414359154961 |
| 2006-05-01 | 7.33307342706927 |
| 2006-06-01 | 7.33176259222827 |
| 2006-07-01 | 7.34311543895250 |
| 2006-08-01 | 7.25322024218958 |
| 2006-09-01 | 7.43966197413493 |
| 2006-10-01 | 7.33563180549328 |
| 2006-11-01 | 7.50088921661808 |
| 2006-12-01 | 7.58370090227809 |
| 2007-01-01 | 7.68234133611954 |
| 2007-02-01 | 7.76295768978783 |
| 2007-03-01 | 7.77374030615706 |
| 2007-04-01 | 7.74276038675399 |
| 2007-05-01 | 7.83111075793717 |
| 2007-06-01 | 7.79740909777005 |
| 2007-07-01 | 7.65893787170893 |
| 2007-08-01 | 7.57598545588762 |
| 2007-09-01 | 7.58969576897802 |
| 2007-10-01 | 7.76257332792689 |
| 2007-11-01 | 7.77987044725718 |
| 2007-12-01 | 7.87456990489717 |
| 2008-01-01 | 7.76769283908388 |
| 2008-02-01 | 7.82437560225545 |
| 2008-03-01 | 7.76508402056760 |
| 2008-04-01 | 7.85088792561765 |
| 2008-05-01 | 7.73195602419664 |
| 2008-06-01 | 7.77646496492341 |
| 2008-07-01 | 7.57278234161208 |
| 2008-08-01 | 7.79227909095494 |
| 2008-09-01 | 7.54633605208160 |
| 2008-10-01 | 7.36556960198611 |
| 2008-11-01 | 7.46230893921757 |
| 2008-12-01 | 7.26054070675286 |
| 2009-01-01 | 7.15539377266968 |
| 2009-02-01 | 7.21547862990145 |
| 2009-03-01 | 7.05846426799133 |
| 2009-04-01 | 6.94433373731924 |
| 2009-05-01 | 7.04406705341507 |
| 2009-06-01 | 6.95901607348993 |
| 2009-07-01 | 7.27759109618719 |
| 2009-08-01 | 7.28603980555109 |
| 2009-09-01 | 7.37749144330171 |
| 2009-10-01 | 7.57962931280064 |
| 2009-11-01 | 7.65538804695015 |
| 2009-12-01 | 7.86375223006459 |
| 2010-01-01 | 7.84392684456694 |
| 2010-02-01 | 7.82436917029191 |
| 2010-03-01 | 7.86216104642332 |
| 2010-04-01 | 7.82904456349871 |
| 2010-05-01 | 7.74140273138103 |
| 2010-06-01 | 7.84765978273089 |
| 2010-07-01 | 7.97204977175014 |
| 2010-08-01 | 8.06698702608628 |
| 2010-09-01 | 8.29459529242194 |
| 2010-10-01 | 8.19341077380929 |
| 2010-11-01 | 7.96418071518909 |
| 2010-12-01 | 7.97104207790804 |
| 2011-01-01 | 8.03558292590351 |
| 2011-02-01 | 8.05356120486821 |
| 2011-03-01 | 8.16669114773755 |
| 2011-04-01 | 8.20782626720297 |
| 2011-05-01 | 8.23072935869669 |
| 2011-06-01 | 8.34718237420794 |
| 2011-07-01 | 8.25934624404456 |
| 2011-08-01 | 8.23625933669726 |
| 2011-09-01 | 8.39146273383431 |
| 2011-10-01 | 8.51665467066015 |
| 2011-11-01 | 8.67836383822197 |
| 2011-12-01 | 8.67765761482351 |
| 2012-01-01 | 8.82795299439860 |
| 2012-02-01 | 8.98921838229452 |
| 2012-03-01 | 9.08549603102728 |
| 2012-04-01 | 9.09139936783995 |
| 2012-05-01 | 9.00683835210165 |
| 2012-06-01 | 9.03694946550663 |
| 2012-07-01 | 8.95709704580961 |
| 2012-08-01 | 8.81913983606511 |
| 2012-09-01 | 8.78672220177783 |
| 2012-10-01 | 8.73102845976959 |
| 2012-11-01 | 8.77371353606789 |
| 2012-12-01 | 8.87553317271713 |
| 2013-01-01 | 9.03178927227256 |
| 2013-02-01 | 8.90738934479896 |
| 2013-03-01 | 8.92133305196907 |
| 2013-04-01 | 9.08484068997438 |
| 2013-05-01 | 9.19161886485385 |
| 2013-06-01 | 9.13963211543137 |
| 2013-07-01 | 9.15253958859099 |
| 2013-08-01 | 9.29468997129969 |
| 2013-09-01 | 9.37539979277018 |
| 2013-10-01 | 8.93583953763848 |
| 2013-11-01 | 8.96320135804013 |
| 2013-12-01 | 8.97425854292436 |
| 2014-01-01 | 8.73220773979379 |
| 2014-02-01 | 8.80283645531586 |
| 2014-03-01 | 8.97792679512808 |
| 2014-04-01 | 8.89885427820632 |
| 2014-05-01 | 8.88779202259286 |
| 2014-06-01 | 8.83887283703065 |
| 2014-07-01 | 9.04473365722865 |
| 2014-08-01 | 9.07916054992829 |
| 2014-09-01 | 9.06508108669457 |
| 2014-10-01 | 9.01234785643134 |
| 2014-11-01 | 9.04515948637178 |
| 2014-12-01 | 9.06706844024870 |
| 2015-01-01 | 9.05186446698290 |
| 2015-02-01 | 8.89232801136085 |
| 2015-03-01 | 8.92809227885600 |
| 2015-04-01 | 8.91395714307890 |
| 2015-05-01 | 9.20210867553579 |
| 2015-06-01 | 9.04753747585216 |
| 2015-07-01 | 8.83022799449741 |
| 2015-08-01 | 8.86747389628100 |
| 2015-09-01 | 9.04894637175302 |
| 2015-10-01 | 9.17315291082098 |
| 2015-11-01 | 9.33964705077928 |
| 2015-12-01 | 9.26299506922193 |
| 2016-01-01 | 9.36749102919872 |
| 2016-02-01 | 9.48402623326007 |
| 2016-03-01 | 9.26174338480471 |
| 2016-04-01 | 9.33109598882233 |
| 2016-05-01 | 9.42122289455580 |
| 2016-06-01 | 9.23716008770631 |
| 2016-07-01 | 9.43048969680316 |
| 2016-08-01 | 9.47987146797619 |
| 2016-09-01 | 9.73451745247431 |
| 2016-10-01 | 9.03252242569302 |
| 2016-11-01 | 9.22969740312816 |
| 2016-12-01 | 9.34831077341534 |
| 2017-01-01 | 9.88745894910908 |
| 2017-02-01 | 9.68060248340583 |
| 2017-03-01 | 9.56875262236899 |
| 2017-04-01 | 9.64867673492618 |
| 2017-05-01 | 9.64335177135779 |
| 2017-06-01 | 9.94514524939237 |
| 2017-07-01 | 9.82457517677921 |
| 2017-08-01 | 9.68463161701729 |
| 2017-09-01 | 9.62684713735809 |
| 2017-10-01 | 9.71218492548193 |
| 2017-11-01 | 9.53302887123156 |
| 2017-12-01 | 9.42028182625838 |
| 2018-01-01 | 9.18757901968591 |
| 2018-02-01 | 9.18234303728958 |
| 2018-03-01 | 9.25349353924638 |
| 2018-04-01 | 9.47447662823446 |
| 2018-05-01 | 9.36515345021078 |
| 2018-06-01 | 9.45056512502537 |
| 2018-07-01 | 9.42378845677204 |
| 2018-08-01 | 9.49622617851848 |
| 2018-09-01 | 9.62536749781404 |
| 2018-10-01 | 9.60716307103054 |
| 2018-11-01 | 9.63483324485983 |
| 2018-12-01 | 9.67852803517999 |
| 2019-01-01 | 9.78853270434291 |
| 2019-02-01 | 9.79117357176473 |
| 2019-03-01 | 9.81967488137347 |
| 2019-04-01 | 9.69147884982875 |
| 2019-05-01 | 9.68378700961209 |
| 2019-06-01 | 9.57277151165246 |
| 2019-07-01 | 9.42245675888853 |
| 2019-08-01 | 9.39838945623634 |
| 2019-09-01 | 9.42503107047253 |
| 2019-10-01 | 9.12709729340162 |
| 2019-11-01 | 9.63700824045808 |
| 2019-12-01 | 9.45089663949059 |
| 2020-01-01 | 9.37749497469138 |
| 2020-02-01 | 9.38895339629227 |
| 2020-03-01 | 9.57648082960373 |
| 2020-04-01 | 7.70846721667408 |
| 2020-05-01 | 7.39378844060449 |
| 2020-06-01 | 8.08179916174360 |
| 2020-07-01 | 8.52410993726584 |
| 2020-08-01 | 8.71703568619148 |
| 2020-09-01 | 8.72049078235317 |
| 2020-10-01 | 8.95942696727746 |
| 2020-11-01 | 9.03707272714277 |
| 2020-12-01 | 9.14338946242876 |
| 2021-01-01 | 9.06583186806831 |
| 2021-02-01 | 8.97527151306600 |
| 2021-03-01 | 8.94642759811032 |
| 2021-04-01 | 8.81192357908722 |
| 2021-05-01 | 8.79193395845868 |
| 2021-06-01 | 8.79302382531024 |
| 2021-07-01 | 8.71624281271224 |
| 2021-08-01 | 8.62404045497154 |
| 2021-09-01 | 8.41615978784083 |
| 2021-10-01 | 8.79839553552404 |
| 2021-11-01 | 8.84335224432546 |
| 2021-12-01 | 8.96457042881842 |
| 2022-01-01 | 9.05783472078110 |
| 2022-02-01 | 9.15681558013098 |
| 2022-03-01 | 9.12561004102217 |
| 2022-04-01 | 9.20117752609949 |
| 2022-05-01 | 9.18288199763996 |
| 2022-06-01 | 9.18070950128576 |
| 2022-07-01 | 9.20287994610013 |
| 2022-08-01 | 9.34597054860745 |
| 2022-09-01 | 9.31008883593897 |
| 2022-10-01 | 9.32751089981583 |
| 2022-11-01 | 9.45390947653170 |
| 2022-12-01 | 9.39850752578812 |
| 2023-01-01 | 9.46080860011133 |
| 2023-02-01 | 9.64950617349577 |
| 2023-03-01 | 9.61869883773291 |
| 2023-04-01 | 9.56938786579142 |
| 2023-05-01 | 9.56490932875856 |
| 2023-06-01 | 9.56308767168850 |
| 2023-07-01 | 9.59775339303604 |
| 2023-08-01 | 9.45725710293675 |
| 2023-09-01 | 9.50381016670451 |
| 2023-10-01 | 9.24863266783244 |
| 2023-11-01 | 9.26376007047834 |
| 2023-12-01 | 9.13779814442128 |
| 2024-01-01 | 9.26908187836712 |
| 2024-02-01 | 9.25006330546003 |
| 2024-03-01 | 9.21199333944996 |
| 2024-04-01 | 9.24050022782287 |
| 2024-05-01 | 9.24397980909050 |
| 2024-06-01 | 9.24330238536040 |
| 2024-07-01 | 9.19507527325729 |
| 2024-08-01 | 9.17112241109142 |
| 2024-09-01 | 9.19541673764288 |
| 2024-10-01 | 9.16026306677426 |
| 2024-11-01 | 9.17546991893072 |
| 2024-12-01 | 9.16271016190347 |
| 2025-01-01 | 9.17628227064995 |
| 2025-02-01 | 9.05635000883439 |
| 2025-03-01 | 9.01022971383837 |
| 2025-04-01 | 9.22131982580881 |
| 2025-05-01 | 9.32756105237904 |
| 2025-06-01 | 9.33332479429744 |
| 2025-07-01 | 9.19504496161697 |
| 2025-08-01 | 9.17237252096618 |
| 2025-09-01 | 9.19531213303968 |
| 2025-10-01 | 9.26217009613634 |
| 2025-11-01 | 9.28127106602060 |