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 2025-09-01 |
| Last Updated | 2025-12-12 2:08 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 | 3.51668221152180 |
| 1990-02-01 | 3.60581539901334 |
| 1990-03-01 | 3.45097477291083 |
| 1990-04-01 | 2.89577872439575 |
| 1990-05-01 | 2.74342096784853 |
| 1990-06-01 | 2.60415073515307 |
| 1990-07-01 | 3.21553886220659 |
| 1990-08-01 | 2.97252676935861 |
| 1990-09-01 | 2.97382358669525 |
| 1990-10-01 | 3.04797149179201 |
| 1990-11-01 | 2.94277754105548 |
| 1990-12-01 | 3.14865501768853 |
| 1991-01-01 | 3.59830571960251 |
| 1991-02-01 | 3.69627789795462 |
| 1991-03-01 | 3.54003979962941 |
| 1991-04-01 | 3.88312290804022 |
| 1991-05-01 | 3.95384742878235 |
| 1991-06-01 | 4.01538643483384 |
| 1991-07-01 | 4.13647790663772 |
| 1991-08-01 | 4.09038143329748 |
| 1991-09-01 | 4.98575867418632 |
| 1991-10-01 | 5.44773498565816 |
| 1991-11-01 | 5.13592969906813 |
| 1991-12-01 | 5.02848388460500 |
| 1992-01-01 | 4.55672953451276 |
| 1992-02-01 | 4.88067853678760 |
| 1992-03-01 | 5.24276153146646 |
| 1992-04-01 | 5.57419106858672 |
| 1992-05-01 | 5.87299534521600 |
| 1992-06-01 | 5.93874631821439 |
| 1992-07-01 | 5.67329624983507 |
| 1992-08-01 | 5.72349599646623 |
| 1992-09-01 | 5.79449582793465 |
| 1992-10-01 | 5.64893538170603 |
| 1992-11-01 | 6.11956394627170 |
| 1992-12-01 | 5.78023986385999 |
| 1993-01-01 | 5.19520080869299 |
| 1993-02-01 | 5.25581422087175 |
| 1993-03-01 | 5.34034586049039 |
| 1993-04-01 | 4.68016113206512 |
| 1993-05-01 | 5.00086982553876 |
| 1993-06-01 | 5.28575196649433 |
| 1993-07-01 | 5.62879427674699 |
| 1993-08-01 | 5.96605180264151 |
| 1993-09-01 | 5.79659385617496 |
| 1993-10-01 | 5.84208476280873 |
| 1993-11-01 | 5.88842768646212 |
| 1993-12-01 | 6.00998443079405 |
| 1994-01-01 | 6.62815078320031 |
| 1994-02-01 | 6.70835642160651 |
| 1994-03-01 | 6.83477823835108 |
| 1994-04-01 | 7.11885786765029 |
| 1994-05-01 | 6.96667480872850 |
| 1994-06-01 | 6.76485219599512 |
| 1994-07-01 | 6.36561641940343 |
| 1994-08-01 | 6.27926510550455 |
| 1994-09-01 | 6.17418660261260 |
| 1994-10-01 | 6.32198553568389 |
| 1994-11-01 | 6.37788569023793 |
| 1994-12-01 | 6.37034737059541 |
| 1995-01-01 | 6.05217146120332 |
| 1995-02-01 | 6.04394598170926 |
| 1995-03-01 | 5.82417195226906 |
| 1995-04-01 | 5.66339159650966 |
| 1995-05-01 | 5.73783472336751 |
| 1995-06-01 | 5.75823078577096 |
| 1995-07-01 | 5.89870130061518 |
| 1995-08-01 | 5.97870846682909 |
| 1995-09-01 | 6.05276640580162 |
| 1995-10-01 | 5.87962613079381 |
| 1995-11-01 | 5.76409684570857 |
| 1995-12-01 | 5.93311144040270 |
| 1996-01-01 | 5.90235771830581 |
| 1996-02-01 | 5.88020399626046 |
| 1996-03-01 | 5.93524520954629 |
| 1996-04-01 | 5.91861431309363 |
| 1996-05-01 | 6.01619185825585 |
| 1996-06-01 | 6.03817478563044 |
| 1996-07-01 | 6.20017598257077 |
| 1996-08-01 | 6.15237251836589 |
| 1996-09-01 | 6.32135055142393 |
| 1996-10-01 | 6.42250531109068 |
| 1996-11-01 | 6.45534614382067 |
| 1996-12-01 | 6.32180772354891 |
| 1997-01-01 | 6.48902950759702 |
| 1997-02-01 | 6.36146800833736 |
| 1997-03-01 | 6.36397053021752 |
| 1997-04-01 | 6.34678207810621 |
| 1997-05-01 | 6.36063286710500 |
| 1997-06-01 | 6.28053938790060 |
| 1997-07-01 | 6.19527169572262 |
| 1997-08-01 | 6.32141621976123 |
| 1997-09-01 | 6.29335842386277 |
| 1997-10-01 | 6.17099000024353 |
| 1997-11-01 | 6.23404082944091 |
| 1997-12-01 | 6.21489203961158 |
| 1998-01-01 | 6.42513352404906 |
| 1998-02-01 | 6.37715908712310 |
| 1998-03-01 | 6.29750122530385 |
| 1998-04-01 | 6.15561131750038 |
| 1998-05-01 | 5.99108742014936 |
| 1998-06-01 | 5.98929350752084 |
| 1998-07-01 | 6.07788034468082 |
| 1998-08-01 | 5.96823346823929 |
| 1998-09-01 | 5.85922638528261 |
| 1998-10-01 | 5.93964515182711 |
| 1998-11-01 | 5.83609121819719 |
| 1998-12-01 | 5.93858578406988 |
| 1999-01-01 | 5.76894919270539 |
| 1999-02-01 | 5.91102976478837 |
| 1999-03-01 | 5.82289251927869 |
| 1999-04-01 | 5.73279460724195 |
| 1999-05-01 | 5.69726183179259 |
| 1999-06-01 | 5.77781976048175 |
| 1999-07-01 | 5.76866706843157 |
| 1999-08-01 | 5.52628184739883 |
| 1999-09-01 | 5.63858932966826 |
| 1999-10-01 | 5.81239868361961 |
| 1999-11-01 | 5.84585194896354 |
| 1999-12-01 | 5.95736891532263 |
| 2000-01-01 | 5.61430644171946 |
| 2000-02-01 | 5.55185261335834 |
| 2000-03-01 | 5.53060196827343 |
| 2000-04-01 | 5.71653514429518 |
| 2000-05-01 | 5.79283099575272 |
| 2000-06-01 | 5.77129256615759 |
| 2000-07-01 | 5.76105237488748 |
| 2000-08-01 | 5.89010432139934 |
| 2000-09-01 | 5.91941671044024 |
| 2000-10-01 | 5.58562563959797 |
| 2000-11-01 | 5.76341417086224 |
| 2000-12-01 | 5.76572375615143 |
| 2001-01-01 | 5.74079141653719 |
| 2001-02-01 | 5.80749449527268 |
| 2001-03-01 | 5.62579876413759 |
| 2001-04-01 | 6.00684826080593 |
| 2001-05-01 | 5.98911557753395 |
| 2001-06-01 | 6.07788567252260 |
| 2001-07-01 | 5.54998744406640 |
| 2001-08-01 | 5.86217098685790 |
| 2001-09-01 | 5.78906052541918 |
| 2001-10-01 | 5.66614625851703 |
| 2001-11-01 | 5.68490566036719 |
| 2001-12-01 | 5.67849457023077 |
| 2002-01-01 | 5.74953619175545 |
| 2002-02-01 | 5.85418771264510 |
| 2002-03-01 | 5.91300831083461 |
| 2002-04-01 | 5.90230500746695 |
| 2002-05-01 | 5.88301965744752 |
| 2002-06-01 | 5.99388700638436 |
| 2002-07-01 | 5.94200166257579 |
| 2002-08-01 | 5.94440717094001 |
| 2002-09-01 | 5.96444631287761 |
| 2002-10-01 | 6.05371488094130 |
| 2002-11-01 | 6.00884462059379 |
| 2002-12-01 | 5.99360826710762 |
| 2003-01-01 | 6.13751526706233 |
| 2003-02-01 | 6.08021400106659 |
| 2003-03-01 | 6.19367031238299 |
| 2003-04-01 | 6.00845972044210 |
| 2003-05-01 | 6.08148606273259 |
| 2003-06-01 | 5.90267992733697 |
| 2003-07-01 | 6.12795038599953 |
| 2003-08-01 | 6.24953424362410 |
| 2003-09-01 | 6.14739623666718 |
| 2003-10-01 | 6.65942415266912 |
| 2003-11-01 | 6.83105325559333 |
| 2003-12-01 | 6.70814668306652 |
| 2004-01-01 | 6.22064004804243 |
| 2004-02-01 | 6.37351752904858 |
| 2004-03-01 | 6.47203717746159 |
| 2004-04-01 | 6.52087036283115 |
| 2004-05-01 | 6.46704520807951 |
| 2004-06-01 | 6.59849250017933 |
| 2004-07-01 | 6.72148583713689 |
| 2004-08-01 | 6.78280816640134 |
| 2004-09-01 | 6.86489619938706 |
| 2004-10-01 | 6.66672082524284 |
| 2004-11-01 | 6.73457277893523 |
| 2004-12-01 | 6.70335272966579 |
| 2005-01-01 | 6.70400539924474 |
| 2005-02-01 | 6.85504211782199 |
| 2005-03-01 | 6.86874921091636 |
| 2005-04-01 | 7.02845758079725 |
| 2005-05-01 | 7.05090502738427 |
| 2005-06-01 | 7.06849883439528 |
| 2005-07-01 | 6.92865882665836 |
| 2005-08-01 | 7.51804206626590 |
| 2005-09-01 | 7.58930324451883 |
| 2005-10-01 | 7.30429966816745 |
| 2005-11-01 | 7.12053920067098 |
| 2005-12-01 | 7.09810464580462 |
| 2006-01-01 | 7.29639742582560 |
| 2006-02-01 | 7.20958132617249 |
| 2006-03-01 | 7.27247426616263 |
| 2006-04-01 | 7.23414359173440 |
| 2006-05-01 | 7.33307342735399 |
| 2006-06-01 | 7.33176259271052 |
| 2006-07-01 | 7.34311543911755 |
| 2006-08-01 | 7.25322024249375 |
| 2006-09-01 | 7.43966197412025 |
| 2006-10-01 | 7.33563180533366 |
| 2006-11-01 | 7.50088921625072 |
| 2006-12-01 | 7.58370090174744 |
| 2007-01-01 | 7.68234133557423 |
| 2007-02-01 | 7.76295768917242 |
| 2007-03-01 | 7.77374030549208 |
| 2007-04-01 | 7.74276038645359 |
| 2007-05-01 | 7.83111076066401 |
| 2007-06-01 | 7.79740909834357 |
| 2007-07-01 | 7.65893787216183 |
| 2007-08-01 | 7.57598545690688 |
| 2007-09-01 | 7.58969577002398 |
| 2007-10-01 | 7.76257332455767 |
| 2007-11-01 | 7.77987044714587 |
| 2007-12-01 | 7.87456990429907 |
| 2008-01-01 | 7.76769283835844 |
| 2008-02-01 | 7.82437560129353 |
| 2008-03-01 | 7.76508401948491 |
| 2008-04-01 | 7.85088792515419 |
| 2008-05-01 | 7.73195602937856 |
| 2008-06-01 | 7.77646496490453 |
| 2008-07-01 | 7.57278234048867 |
| 2008-08-01 | 7.79227909808798 |
| 2008-09-01 | 7.54633605102800 |
| 2008-10-01 | 7.36556959309507 |
| 2008-11-01 | 7.46230893855961 |
| 2008-12-01 | 7.26054070679755 |
| 2009-01-01 | 7.15539377337142 |
| 2009-02-01 | 7.21547863057159 |
| 2009-03-01 | 7.05846426808049 |
| 2009-04-01 | 6.94433373735046 |
| 2009-05-01 | 7.04406706091166 |
| 2009-06-01 | 6.95901607198055 |
| 2009-07-01 | 7.27759109168576 |
| 2009-08-01 | 7.28603981618205 |
| 2009-09-01 | 7.37749143738712 |
| 2009-10-01 | 7.57962929683876 |
| 2009-11-01 | 7.65538804641669 |
| 2009-12-01 | 7.86375223373602 |
| 2010-01-01 | 7.84392684816700 |
| 2010-02-01 | 7.82436917677800 |
| 2010-03-01 | 7.86216105010078 |
| 2010-04-01 | 7.82904456497810 |
| 2010-05-01 | 7.74140273919743 |
| 2010-06-01 | 7.84765978131835 |
| 2010-07-01 | 7.97204976506631 |
| 2010-08-01 | 8.06698704071204 |
| 2010-09-01 | 8.29459529586686 |
| 2010-10-01 | 8.19341071698281 |
| 2010-11-01 | 7.96418069845541 |
| 2010-12-01 | 7.97104205470383 |
| 2011-01-01 | 8.03558301011403 |
| 2011-02-01 | 8.05356117731082 |
| 2011-03-01 | 8.16669113088971 |
| 2011-04-01 | 8.20782627213435 |
| 2011-05-01 | 8.23072940318073 |
| 2011-06-01 | 8.34718243128870 |
| 2011-07-01 | 8.25934629308759 |
| 2011-08-01 | 8.23625937801768 |
| 2011-09-01 | 8.39146273336956 |
| 2011-10-01 | 8.51665451734554 |
| 2011-11-01 | 8.67836372252451 |
| 2011-12-01 | 8.67765746815112 |
| 2012-01-01 | 8.82795307492383 |
| 2012-02-01 | 8.98921827892659 |
| 2012-03-01 | 9.08549601759600 |
| 2012-04-01 | 9.09139947074214 |
| 2012-05-01 | 9.00683860694223 |
| 2012-06-01 | 9.03694976348337 |
| 2012-07-01 | 8.95709728376966 |
| 2012-08-01 | 8.81913992615576 |
| 2012-09-01 | 8.78672209300697 |
| 2012-10-01 | 8.73102801404144 |
| 2012-11-01 | 8.77371309838755 |
| 2012-12-01 | 8.87553271458407 |
| 2013-01-01 | 9.03178924400404 |
| 2013-02-01 | 8.90738914772827 |
| 2013-03-01 | 8.92133310604128 |
| 2013-04-01 | 9.08484100893644 |
| 2013-05-01 | 9.19161954415699 |
| 2013-06-01 | 9.13963300748750 |
| 2013-07-01 | 9.15254032173757 |
| 2013-08-01 | 9.29469051086043 |
| 2013-09-01 | 9.37539964324399 |
| 2013-10-01 | 8.93583875636667 |
| 2013-11-01 | 8.96319778701386 |
| 2013-12-01 | 8.97425846221956 |
| 2014-01-01 | 8.73220820318358 |
| 2014-02-01 | 8.80283642848796 |
| 2014-03-01 | 8.97792691783501 |
| 2014-04-01 | 8.89885456853997 |
| 2014-05-01 | 8.88779261670227 |
| 2014-06-01 | 8.83887746421561 |
| 2014-07-01 | 9.04473419226442 |
| 2014-08-01 | 9.07916081204251 |
| 2014-09-01 | 9.06508018934444 |
| 2014-10-01 | 9.01234593371673 |
| 2014-11-01 | 9.04515187078536 |
| 2014-12-01 | 9.06706801839796 |
| 2015-01-01 | 9.05186801505001 |
| 2015-02-01 | 8.89232825883196 |
| 2015-03-01 | 8.92809269765401 |
| 2015-04-01 | 8.91396005062806 |
| 2015-05-01 | 9.20210862151352 |
| 2015-06-01 | 9.04754459245478 |
| 2015-07-01 | 8.83022670557934 |
| 2015-08-01 | 8.86747233258658 |
| 2015-09-01 | 9.04894359558022 |
| 2015-10-01 | 9.17314951021888 |
| 2015-11-01 | 9.33963578823394 |
| 2015-12-01 | 9.26299526847825 |
| 2016-01-01 | 9.36749916385104 |
| 2016-02-01 | 9.48402882032989 |
| 2016-03-01 | 9.26174640457925 |
| 2016-04-01 | 9.33110325960527 |
| 2016-05-01 | 9.42122248083952 |
| 2016-06-01 | 9.23716781706551 |
| 2016-07-01 | 9.43048301725382 |
| 2016-08-01 | 9.47986391148303 |
| 2016-09-01 | 9.73451002580567 |
| 2016-10-01 | 9.03251643297004 |
| 2016-11-01 | 9.22968447265015 |
| 2016-12-01 | 9.34831336836790 |
| 2017-01-01 | 9.88747454120502 |
| 2017-02-01 | 9.68061062871867 |
| 2017-03-01 | 9.56876014220861 |
| 2017-04-01 | 9.64869216158601 |
| 2017-05-01 | 9.64335717608419 |
| 2017-06-01 | 9.94515715225234 |
| 2017-07-01 | 9.82451294550241 |
| 2017-08-01 | 9.68463044303012 |
| 2017-09-01 | 9.62684773003008 |
| 2017-10-01 | 9.71218432753337 |
| 2017-11-01 | 9.53301441460864 |
| 2017-12-01 | 9.42032260260664 |
| 2018-01-01 | 9.18758702290346 |
| 2018-02-01 | 9.18234350061429 |
| 2018-03-01 | 9.25349971872096 |
| 2018-04-01 | 9.47449529413434 |
| 2018-05-01 | 9.36515956678786 |
| 2018-06-01 | 9.45057233046209 |
| 2018-07-01 | 9.42366403070574 |
| 2018-08-01 | 9.49624157977402 |
| 2018-09-01 | 9.62530090526674 |
| 2018-10-01 | 9.60722307203137 |
| 2018-11-01 | 9.63487723274314 |
| 2018-12-01 | 9.67864710695368 |
| 2019-01-01 | 9.78854669415152 |
| 2019-02-01 | 9.79115640201619 |
| 2019-03-01 | 9.81965867165670 |
| 2019-04-01 | 9.69147416122110 |
| 2019-05-01 | 9.68376618458736 |
| 2019-06-01 | 9.57272707075506 |
| 2019-07-01 | 9.42220804564512 |
| 2019-08-01 | 9.39837568482099 |
| 2019-09-01 | 9.42489800284672 |
| 2019-10-01 | 9.12727137236007 |
| 2019-11-01 | 9.63724871051399 |
| 2019-12-01 | 9.45131353672283 |
| 2020-01-01 | 9.37777999118873 |
| 2020-02-01 | 9.38810832477484 |
| 2020-03-01 | 9.57668236168965 |
| 2020-04-01 | 7.70860028991259 |
| 2020-05-01 | 7.39380909573091 |
| 2020-06-01 | 8.08169231279089 |
| 2020-07-01 | 8.52371175549849 |
| 2020-08-01 | 8.71683092287915 |
| 2020-09-01 | 8.71913034148032 |
| 2020-10-01 | 8.96063464623606 |
| 2020-11-01 | 9.03714533832834 |
| 2020-12-01 | 9.14546542007990 |
| 2021-01-01 | 9.06615769461586 |
| 2021-02-01 | 8.97347551868304 |
| 2021-03-01 | 8.94675677416186 |
| 2021-04-01 | 8.81211824582708 |
| 2021-05-01 | 8.79189469442969 |
| 2021-06-01 | 8.79272372546146 |
| 2021-07-01 | 8.71555781174142 |
| 2021-08-01 | 8.62347933521969 |
| 2021-09-01 | 8.41354199487906 |
| 2021-10-01 | 8.80058634505419 |
| 2021-11-01 | 8.84327424038193 |
| 2021-12-01 | 8.96836290347061 |
| 2022-01-01 | 9.05823761744974 |
| 2022-02-01 | 9.15511997794807 |
| 2022-03-01 | 9.12602432599585 |
| 2022-04-01 | 9.20137219078672 |
| 2022-05-01 | 9.18289018825902 |
| 2022-06-01 | 9.17932296988430 |
| 2022-07-01 | 9.20195624527359 |
| 2022-08-01 | 9.34491819802888 |
| 2022-09-01 | 9.30583133680301 |
| 2022-10-01 | 9.32976266816362 |
| 2022-11-01 | 9.45455460821556 |
| 2022-12-01 | 9.40439807708133 |
| 2023-01-01 | 9.46143042286887 |
| 2023-02-01 | 9.64898086721364 |
| 2023-03-01 | 9.61914616601558 |
| 2023-04-01 | 9.56951325746385 |
| 2023-05-01 | 9.56494361285706 |
| 2023-06-01 | 9.56059430851530 |
| 2023-07-01 | 9.59621571844717 |
| 2023-08-01 | 9.45469593469244 |
| 2023-09-01 | 9.49720570691293 |
| 2023-10-01 | 9.25275261099751 |
| 2023-11-01 | 9.26441059847120 |
| 2023-12-01 | 9.14510192684148 |
| 2024-01-01 | 9.27042217434916 |
| 2024-02-01 | 9.25102569930094 |
| 2024-03-01 | 9.21262403596807 |
| 2024-04-01 | 9.24069577380704 |
| 2024-05-01 | 9.24430718532713 |
| 2024-06-01 | 9.23970439953519 |
| 2024-07-01 | 9.19304437206132 |
| 2024-08-01 | 9.16695371203375 |
| 2024-09-01 | 9.18579603849406 |
| 2024-10-01 | 9.16693219005555 |
| 2024-11-01 | 9.17493610220145 |
| 2024-12-01 | 9.17184006804801 |
| 2025-01-01 | 9.17827638732639 |
| 2025-02-01 | 9.05877140611453 |
| 2025-03-01 | 9.01101630918432 |
| 2025-04-01 | 9.22149299600969 |
| 2025-05-01 | 9.32776547847964 |
| 2025-06-01 | 9.32882430940998 |
| 2025-07-01 | 9.19194819508414 |
| 2025-08-01 | 9.16607713067931 |
| 2025-09-01 | 9.18289685439055 |