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 2024-11-01 |
| Last Updated | 2024-12-21 6:23 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 | 3.5169487391677006 |
| 1990-02-01 | 3.6059576891722296 |
| 1990-03-01 | 3.4510121077335400 |
| 1990-04-01 | 2.8957069037964303 |
| 1990-05-01 | 2.7432551489475800 |
| 1990-06-01 | 2.6038870081074900 |
| 1990-07-01 | 3.2151985275484503 |
| 1990-08-01 | 2.9719604952002300 |
| 1990-09-01 | 2.9744054418673600 |
| 1990-10-01 | 3.0474860164958595 |
| 1990-11-01 | 2.9433511389861295 |
| 1990-12-01 | 3.1489649892275695 |
| 1991-01-01 | 3.5985415510420697 |
| 1991-02-01 | 3.6964050120076300 |
| 1991-03-01 | 3.5400718567704800 |
| 1991-04-01 | 3.8830493815005000 |
| 1991-05-01 | 3.9536929122632998 |
| 1991-06-01 | 4.0151493779016105 |
| 1991-07-01 | 4.1361784487878700 |
| 1991-08-01 | 4.0898434908803300 |
| 1991-09-01 | 4.9862809592117500 |
| 1991-10-01 | 5.4473173244037500 |
| 1991-11-01 | 5.1364459395076400 |
| 1991-12-01 | 5.0287646565684810 |
| 1992-01-01 | 4.5569209939985000 |
| 1992-02-01 | 4.8807839531018610 |
| 1992-03-01 | 5.2427883675540500 |
| 1992-04-01 | 5.5741251348572900 |
| 1992-05-01 | 5.8728706008444500 |
| 1992-06-01 | 5.9385578999304500 |
| 1992-07-01 | 5.6730541149152800 |
| 1992-08-01 | 5.7229992909141600 |
| 1992-09-01 | 5.7949611279848100 |
| 1992-10-01 | 5.6485772342140200 |
| 1992-11-01 | 6.1200063996208796 |
| 1992-12-01 | 5.7804718445229994 |
| 1993-01-01 | 5.1953461920252595 |
| 1993-02-01 | 5.2558851093314910 |
| 1993-03-01 | 5.3403585477216800 |
| 1993-04-01 | 4.6801003941320900 |
| 1993-05-01 | 5.0007758796036700 |
| 1993-06-01 | 5.2856229168241800 |
| 1993-07-01 | 5.6286359120788700 |
| 1993-08-01 | 5.9656867008087400 |
| 1993-09-01 | 5.7968833392436300 |
| 1993-10-01 | 5.8418721565309500 |
| 1993-11-01 | 5.8887499165872300 |
| 1993-12-01 | 6.0101371248584200 |
| 1994-01-01 | 6.6282354765914910 |
| 1994-02-01 | 6.7083996871055405 |
| 1994-03-01 | 6.8347842925424900 |
| 1994-04-01 | 7.1188124796701210 |
| 1994-05-01 | 6.9666194718275705 |
| 1994-06-01 | 6.7647852147740400 |
| 1994-07-01 | 6.3655386744321910 |
| 1994-08-01 | 6.2790051430512310 |
| 1994-09-01 | 6.1743429161353600 |
| 1994-10-01 | 6.3218920869243800 |
| 1994-11-01 | 6.3780784617159805 |
| 1994-12-01 | 6.3704327872323610 |
| 1995-01-01 | 6.0522146648627010 |
| 1995-02-01 | 6.0439666209261800 |
| 1995-03-01 | 5.8241709443234000 |
| 1995-04-01 | 5.6633582365834590 |
| 1995-05-01 | 5.7378054140816110 |
| 1995-06-01 | 5.7582053896017700 |
| 1995-07-01 | 5.8986838100130100 |
| 1995-08-01 | 5.9785893795225595 |
| 1995-09-01 | 6.0527756482073200 |
| 1995-10-01 | 5.8796478554537600 |
| 1995-11-01 | 5.7641655665986800 |
| 1995-12-01 | 5.9331411739828200 |
| 1996-01-01 | 5.9023730707823400 |
| 1996-02-01 | 5.8802172638922000 |
| 1996-03-01 | 5.9352467132887800 |
| 1996-04-01 | 5.9185989117337000 |
| 1996-05-01 | 6.0161830705173100 |
| 1996-06-01 | 6.0381675332083700 |
| 1996-07-01 | 6.2001718322363900 |
| 1996-08-01 | 6.1523167873789590 |
| 1996-09-01 | 6.3213577378832400 |
| 1996-10-01 | 6.4225173592312400 |
| 1996-11-01 | 6.4553605408875590 |
| 1996-12-01 | 6.3218215692896790 |
| 1997-01-01 | 6.4890398174604105 |
| 1997-02-01 | 6.3614728757324310 |
| 1997-03-01 | 6.3639699002766300 |
| 1997-04-01 | 6.3467754968886000 |
| 1997-05-01 | 6.3606295035288500 |
| 1997-06-01 | 6.2805350380417800 |
| 1997-07-01 | 6.1952674719007390 |
| 1997-08-01 | 6.3214133459195300 |
| 1997-09-01 | 6.2933570097501910 |
| 1997-10-01 | 6.1709907001936600 |
| 1997-11-01 | 6.2340432634025890 |
| 1997-12-01 | 6.2148952911335600 |
| 1998-01-01 | 6.4251357652294410 |
| 1998-02-01 | 6.3771604067072900 |
| 1998-03-01 | 6.2975010273189405 |
| 1998-04-01 | 6.1556104499177895 |
| 1998-05-01 | 5.9910870305470990 |
| 1998-06-01 | 5.9892923977687600 |
| 1998-07-01 | 6.0778793624078600 |
| 1998-08-01 | 5.9682332956943610 |
| 1998-09-01 | 5.8592260179674100 |
| 1998-10-01 | 5.9396452529234600 |
| 1998-11-01 | 5.8360916623704195 |
| 1998-12-01 | 5.9385863887925600 |
| 1999-01-01 | 5.7689492672462500 |
| 1999-02-01 | 5.9110300227034100 |
| 1999-03-01 | 5.8228923800479400 |
| 1999-04-01 | 5.7327942776362300 |
| 1999-05-01 | 5.6972622003286400 |
| 1999-06-01 | 5.7778194626501200 |
| 1999-07-01 | 5.7686668889735495 |
| 1999-08-01 | 5.5262823323688790 |
| 1999-09-01 | 5.6385893189656610 |
| 1999-10-01 | 5.8123987535911400 |
| 1999-11-01 | 5.8458519156854200 |
| 1999-12-01 | 5.9573687867869800 |
| 2000-01-01 | 5.6143060309544800 |
| 2000-02-01 | 5.5518525638293600 |
| 2000-03-01 | 5.5306019306017395 |
| 2000-04-01 | 5.7165350981546100 |
| 2000-05-01 | 5.7928314416557600 |
| 2000-06-01 | 5.7712925147446300 |
| 2000-07-01 | 5.7610522827543500 |
| 2000-08-01 | 5.8901047706505410 |
| 2000-09-01 | 5.9194166150660195 |
| 2000-10-01 | 5.5856256382310000 |
| 2000-11-01 | 5.7634140987321105 |
| 2000-12-01 | 5.7657236170970700 |
| 2001-01-01 | 5.7407911920952690 |
| 2001-02-01 | 5.8074944648359410 |
| 2001-03-01 | 5.6257987539248710 |
| 2001-04-01 | 6.0068482438998405 |
| 2001-05-01 | 5.9891158073335490 |
| 2001-06-01 | 6.0778856600598700 |
| 2001-07-01 | 5.5499873884120400 |
| 2001-08-01 | 5.8621712877381595 |
| 2001-09-01 | 5.7890604566634300 |
| 2001-10-01 | 5.6661462732334600 |
| 2001-11-01 | 5.6849055899501400 |
| 2001-12-01 | 5.6784944541909600 |
| 2002-01-01 | 5.7495361396672590 |
| 2002-02-01 | 5.8541876816365010 |
| 2002-03-01 | 5.9130083134049590 |
| 2002-04-01 | 5.9023050165951300 |
| 2002-05-01 | 5.8830196735599900 |
| 2002-06-01 | 5.9938870354851295 |
| 2002-07-01 | 5.9420016488708400 |
| 2002-08-01 | 5.9444073328553410 |
| 2002-09-01 | 5.9644462835931100 |
| 2002-10-01 | 6.0537149053941710 |
| 2002-11-01 | 6.0088445806626300 |
| 2002-12-01 | 5.9936082042755310 |
| 2003-01-01 | 6.1375152354658695 |
| 2003-02-01 | 6.0802139820377890 |
| 2003-03-01 | 6.1936703145827400 |
| 2003-04-01 | 6.0084597243269100 |
| 2003-05-01 | 6.0814860735949900 |
| 2003-06-01 | 5.9026799561895200 |
| 2003-07-01 | 6.1279503919118890 |
| 2003-08-01 | 6.2495342522394500 |
| 2003-09-01 | 6.1473962409216200 |
| 2003-10-01 | 6.6594241793737400 |
| 2003-11-01 | 6.8310532409167010 |
| 2003-12-01 | 6.7081466677081110 |
| 2004-01-01 | 6.2206400307321200 |
| 2004-02-01 | 6.3735175160651790 |
| 2004-03-01 | 6.4720371753735700 |
| 2004-04-01 | 6.5208703629390990 |
| 2004-05-01 | 6.4670452116760300 |
| 2004-06-01 | 6.5984925160686400 |
| 2004-07-01 | 6.7214858369355100 |
| 2004-08-01 | 6.7828081724284190 |
| 2004-09-01 | 6.8648962021864990 |
| 2004-10-01 | 6.6667208281182000 |
| 2004-11-01 | 6.7345727767508100 |
| 2004-12-01 | 6.7033527309572400 |
| 2005-01-01 | 6.7040053962953500 |
| 2005-02-01 | 6.8550421135128090 |
| 2005-03-01 | 6.8687492076364300 |
| 2005-04-01 | 7.0284575717166800 |
| 2005-05-01 | 7.0509050138437495 |
| 2005-06-01 | 7.0684988264643005 |
| 2005-07-01 | 6.9286588691109500 |
| 2005-08-01 | 7.5180420242582090 |
| 2005-09-01 | 7.5893032568736790 |
| 2005-10-01 | 7.3042996877345900 |
| 2005-11-01 | 7.1205392210667410 |
| 2005-12-01 | 7.0981046669982995 |
| 2006-01-01 | 7.2963974363012305 |
| 2006-02-01 | 7.2095813247669600 |
| 2006-03-01 | 7.2724742510897900 |
| 2006-04-01 | 7.2341435518976605 |
| 2006-05-01 | 7.3330733676685000 |
| 2006-06-01 | 7.3317625556186790 |
| 2006-07-01 | 7.3431155062065990 |
| 2006-08-01 | 7.2532201572823505 |
| 2006-09-01 | 7.4396620184251600 |
| 2006-10-01 | 7.3356318711995900 |
| 2006-11-01 | 7.5008892870902500 |
| 2006-12-01 | 7.5837009589935500 |
| 2007-01-01 | 7.6823413684272100 |
| 2007-02-01 | 7.7629577015775190 |
| 2007-03-01 | 7.7737403001101700 |
| 2007-04-01 | 7.7427603279602994 |
| 2007-05-01 | 7.8311104957556110 |
| 2007-06-01 | 7.7974090073240900 |
| 2007-07-01 | 7.6589378964005490 |
| 2007-08-01 | 7.5759852048415395 |
| 2007-09-01 | 7.5896958357462600 |
| 2007-10-01 | 7.7625741354942800 |
| 2007-11-01 | 7.7798704190791110 |
| 2007-12-01 | 7.8745698870447400 |
| 2008-01-01 | 7.7676928196583300 |
| 2008-02-01 | 7.8243755723805200 |
| 2008-03-01 | 7.7650839561218890 |
| 2008-04-01 | 7.8508877696185300 |
| 2008-05-01 | 7.7319555037705400 |
| 2008-06-01 | 7.7764648272950200 |
| 2008-07-01 | 7.5727824013301905 |
| 2008-08-01 | 7.7922784821351800 |
| 2008-09-01 | 7.5463364473750400 |
| 2008-10-01 | 7.3655714111545100 |
| 2008-11-01 | 7.4623089421302000 |
| 2008-12-01 | 7.2605405922689500 |
| 2009-01-01 | 7.1553935608764900 |
| 2009-02-01 | 7.2154783543801300 |
| 2009-03-01 | 7.0584639406886700 |
| 2009-04-01 | 6.9443333097846900 |
| 2009-05-01 | 7.0440661491003800 |
| 2009-06-01 | 6.9590158073361100 |
| 2009-07-01 | 7.2775912911905900 |
| 2009-08-01 | 7.2860391129239295 |
| 2009-09-01 | 7.3774925435887700 |
| 2009-10-01 | 7.5796325309026910 |
| 2009-11-01 | 7.6553884382806400 |
| 2009-12-01 | 7.8637522751902400 |
| 2010-01-01 | 7.8439248184843100 |
| 2010-02-01 | 7.8243687397408000 |
| 2010-03-01 | 7.8621605030001795 |
| 2010-04-01 | 7.8290437858818700 |
| 2010-05-01 | 7.7414014009255890 |
| 2010-06-01 | 7.8476591053124810 |
| 2010-07-01 | 7.9720496352864890 |
| 2010-08-01 | 8.0669857414855400 |
| 2010-09-01 | 8.2945983724613090 |
| 2010-10-01 | 8.1934193377832900 |
| 2010-11-01 | 7.9641811700917010 |
| 2010-12-01 | 7.9710420968870700 |
| 2011-01-01 | 8.0355739953581000 |
| 2011-02-01 | 8.0535604127253090 |
| 2011-03-01 | 8.1666901875258300 |
| 2011-04-01 | 8.2078252363544500 |
| 2011-05-01 | 8.2307281178335700 |
| 2011-06-01 | 8.3471822297950010 |
| 2011-07-01 | 8.2593470742278000 |
| 2011-08-01 | 8.2362593455237610 |
| 2011-09-01 | 8.3914689525106100 |
| 2011-10-01 | 8.5166690210011300 |
| 2011-11-01 | 8.6783638259582200 |
| 2011-12-01 | 8.6776557011170800 |
| 2012-01-01 | 8.8279342514141990 |
| 2012-02-01 | 8.9892144009073600 |
| 2012-03-01 | 9.0854931223793310 |
| 2012-04-01 | 9.0913985792240700 |
| 2012-05-01 | 9.0068380454483810 |
| 2012-06-01 | 9.0369532752898020 |
| 2012-07-01 | 8.9571022944421800 |
| 2012-08-01 | 8.8191437824882790 |
| 2012-09-01 | 8.7867329029846600 |
| 2012-10-01 | 8.7310483102992200 |
| 2012-11-01 | 8.7737131214709200 |
| 2012-12-01 | 8.8755273107182200 |
| 2013-01-01 | 9.0317582897886410 |
| 2013-02-01 | 8.9073771821580810 |
| 2013-03-01 | 8.9213214981990810 |
| 2013-04-01 | 9.0848316841322000 |
| 2013-05-01 | 9.1916098521283200 |
| 2013-06-01 | 9.1396869705877600 |
| 2013-07-01 | 9.1525395410367700 |
| 2013-08-01 | 9.2946903230984110 |
| 2013-09-01 | 9.3754258693885500 |
| 2013-10-01 | 8.9358585506554100 |
| 2013-11-01 | 8.9632052986712780 |
| 2013-12-01 | 8.9742505952312200 |
| 2014-01-01 | 8.7321419060647200 |
| 2014-02-01 | 8.8028139133241700 |
| 2014-03-01 | 8.9778995155391710 |
| 2014-04-01 | 8.8988255699395000 |
| 2014-05-01 | 8.8877617166361100 |
| 2014-06-01 | 8.8390393593249200 |
| 2014-07-01 | 9.0447257871118300 |
| 2014-08-01 | 9.0791645367343700 |
| 2014-09-01 | 9.0651386728376890 |
| 2014-10-01 | 9.0123841774506500 |
| 2014-11-01 | 9.0451753851797300 |
| 2014-12-01 | 9.0670464321586710 |
| 2015-01-01 | 9.0517276053696900 |
| 2015-02-01 | 8.8922298373711990 |
| 2015-03-01 | 8.9279894954087200 |
| 2015-04-01 | 8.9138058506490200 |
| 2015-05-01 | 9.2020968383639090 |
| 2015-06-01 | 9.0479094372099200 |
| 2015-07-01 | 8.8303352943228400 |
| 2015-08-01 | 8.8675968970246800 |
| 2015-09-01 | 9.0491099080734900 |
| 2015-10-01 | 9.1732173636569810 |
| 2015-11-01 | 9.3396268319112410 |
| 2015-12-01 | 9.2628654505303110 |
| 2016-01-01 | 9.3671535154852800 |
| 2016-02-01 | 9.4836975758163800 |
| 2016-03-01 | 9.2614284346090600 |
| 2016-04-01 | 9.3307617039691700 |
| 2016-05-01 | 9.4212879091146600 |
| 2016-06-01 | 9.2378550953012900 |
| 2016-07-01 | 9.4309572364353800 |
| 2016-08-01 | 9.4803627817726900 |
| 2016-09-01 | 9.7349661202478810 |
| 2016-10-01 | 9.0326022923631400 |
| 2016-11-01 | 9.2294845033520700 |
| 2016-12-01 | 9.3480729029219380 |
| 2017-01-01 | 9.8868359937102800 |
| 2017-02-01 | 9.6797532413740900 |
| 2017-03-01 | 9.5677760492830010 |
| 2017-04-01 | 9.6479893848179900 |
| 2017-05-01 | 9.6430422395125100 |
| 2017-06-01 | 9.9452912094308200 |
| 2017-07-01 | 9.8287041098116200 |
| 2017-08-01 | 9.6858014096059800 |
| 2017-09-01 | 9.6270048021313500 |
| 2017-10-01 | 9.7119619511049110 |
| 2017-11-01 | 9.5324514662261000 |
| 2017-12-01 | 9.4193114600500400 |
| 2018-01-01 | 9.1863512879541600 |
| 2018-02-01 | 9.1806536424337790 |
| 2018-03-01 | 9.2515390967969800 |
| 2018-04-01 | 9.4733859190862100 |
| 2018-05-01 | 9.3646955239738800 |
| 2018-06-01 | 9.4506330007191800 |
| 2018-07-01 | 9.4321973115447100 |
| 2018-08-01 | 9.4985420942454800 |
| 2018-09-01 | 9.6267598621866400 |
| 2018-10-01 | 9.6063722565676000 |
| 2018-11-01 | 9.6332782526441700 |
| 2018-12-01 | 9.6759606124544800 |
| 2019-01-01 | 9.7857235086222700 |
| 2019-02-01 | 9.7876734884953600 |
| 2019-03-01 | 9.8160325052868310 |
| 2019-04-01 | 9.6897922537735500 |
| 2019-05-01 | 9.6836535045328100 |
| 2019-06-01 | 9.5738129003337200 |
| 2019-07-01 | 9.4365821782608690 |
| 2019-08-01 | 9.4031647221520900 |
| 2019-09-01 | 9.4284394827854300 |
| 2019-10-01 | 9.1259299297806890 |
| 2019-11-01 | 9.6341828646180700 |
| 2019-12-01 | 9.4458158611458690 |
| 2020-01-01 | 9.3719121190454010 |
| 2020-02-01 | 9.3811616338572300 |
| 2020-03-01 | 9.5697156996666200 |
| 2020-04-01 | 7.7041190054002200 |
| 2020-05-01 | 7.3921022732252000 |
| 2020-06-01 | 8.0895929256193390 |
| 2020-07-01 | 8.5471869757116400 |
| 2020-08-01 | 8.7266353934940710 |
| 2020-09-01 | 8.7321392958765400 |
| 2020-10-01 | 8.9537107331829300 |
| 2020-11-01 | 9.0268424489767300 |
| 2020-12-01 | 9.1323689567781510 |
| 2021-01-01 | 9.0617123174067590 |
| 2021-02-01 | 8.9616012488741800 |
| 2021-03-01 | 8.9354380624317890 |
| 2021-04-01 | 8.8037377953969900 |
| 2021-05-01 | 8.7867271138442300 |
| 2021-06-01 | 8.8104685397541990 |
| 2021-07-01 | 8.7501113743714700 |
| 2021-08-01 | 8.6389212950993500 |
| 2021-09-01 | 8.4407124337718410 |
| 2021-10-01 | 8.7870343399020400 |
| 2021-11-01 | 8.8245836363315520 |
| 2021-12-01 | 8.9458486587596320 |
| 2022-01-01 | 9.0557898944327800 |
| 2022-02-01 | 9.1338122605291510 |
| 2022-03-01 | 9.1087167249819100 |
| 2022-04-01 | 9.1910430645024910 |
| 2022-05-01 | 9.1743168466509900 |
| 2022-06-01 | 9.2120531035713590 |
| 2022-07-01 | 9.2479679103782800 |
| 2022-08-01 | 9.3623446424373200 |
| 2022-09-01 | 9.3486549531844200 |
| 2022-10-01 | 9.3107006366694610 |
| 2022-11-01 | 9.4288748563606100 |
| 2022-12-01 | 9.3691546296789700 |
| 2023-01-01 | 9.4600776390940900 |
| 2023-02-01 | 9.6148311414025700 |
| 2023-03-01 | 9.5961768987634300 |
| 2023-04-01 | 9.5607213468224200 |
| 2023-05-01 | 9.5573672871621990 |
| 2023-06-01 | 9.5071263570854900 |
| 2023-07-01 | 9.5488103614289200 |
| 2023-08-01 | 9.4748702627816890 |
| 2023-09-01 | 9.5516427073778100 |
| 2023-10-01 | 9.5320432299504100 |
| 2023-11-01 | 9.5360961779538100 |
| 2023-12-01 | 9.4983091206825600 |
| 2024-01-01 | 9.4655709662806200 |
| 2024-02-01 | 9.5024656314275900 |
| 2024-03-01 | 9.4847173358117500 |
| 2024-04-01 | 9.5353383423356400 |
| 2024-05-01 | 9.5395691984764100 |
| 2024-06-01 | 9.6003345202276200 |
| 2024-07-01 | 9.4522993260186700 |
| 2024-08-01 | 9.3874085385669800 |
| 2024-09-01 | 9.3492883723639000 |
| 2024-10-01 | 9.3443503935151000 |
| 2024-11-01 | 9.3444122069549100 |
