Title: All Employees: Professional and Business Services in Columbus, IN (MSA) Series ID: COLU018PBSV 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 2024-03-01 Last Updated: 2024-04-20 6:12 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/COLU018PBSVN). 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 1.8782413970779699 1990-02-01 1.8613633322673702 1990-03-01 1.9557182252262602 1990-04-01 1.8884995157404199 1990-05-01 1.9144118338543201 1990-06-01 1.9440317299207000 1990-07-01 1.9432348354022500 1990-08-01 1.9250611503069100 1990-09-01 1.9500490864398798 1990-10-01 2.0216240097536797 1990-11-01 2.0816970427284500 1990-12-01 2.1253901612266297 1991-01-01 1.9850292059985302 1991-02-01 1.9656481251688600 1991-03-01 1.9600339333340200 1991-04-01 2.0949929119001798 1991-05-01 2.0115525162019700 1991-06-01 1.9429104671331998 1991-07-01 2.0364274828726100 1991-08-01 2.0179501321495500 1991-09-01 2.0513621599554700 1991-10-01 2.0257199296460900 1991-11-01 2.0846934785155500 1991-12-01 2.1273593535563400 1992-01-01 2.3035484517543300 1992-02-01 2.2730125258653000 1992-03-01 2.2748105824162000 1992-04-01 2.1894750499621700 1992-05-01 2.2074179262973197 1992-06-01 2.2315850903412300 1992-07-01 2.2277494619380600 1992-08-01 2.3023382625123503 1992-09-01 2.3474842787677900 1992-10-01 2.3252654340811500 1992-11-01 2.2943013326870500 1992-12-01 2.3337214605125900 1993-01-01 2.3055462193326300 1993-02-01 2.2642278344703800 1993-03-01 2.2729063010836100 1993-04-01 2.2810077662048500 1993-05-01 2.4035616935907003 1993-06-01 2.4230354724059100 1993-07-01 2.2295364948655600 1993-08-01 2.4965637347131600 1993-09-01 2.4473953216684103 1993-10-01 2.5330176575051200 1993-11-01 2.5065349523593700 1993-12-01 2.4324629779694797 1994-01-01 2.5141460803331803 1994-02-01 2.5664282746357600 1994-03-01 2.5763418169672600 1994-04-01 2.7818815544332500 1994-05-01 2.6968439572292797 1994-06-01 2.7128638239944705 1994-07-01 2.8180041016610895 1994-08-01 2.7922964705654500 1994-09-01 2.7437017878076100 1994-10-01 2.7443635162390000 1994-11-01 2.8228468994308797 1994-12-01 2.8358568287094403 1995-01-01 2.8173470634316002 1995-02-01 2.8641884734224600 1995-03-01 2.8682458231424506 1995-04-01 2.8716749667262800 1995-05-01 2.7923601954880697 1995-06-01 2.8174459785640800 1995-07-01 2.7276281110807700 1995-08-01 2.7099031958363800 1995-09-01 2.7468180679960494 1995-10-01 2.7607129675196800 1995-11-01 2.7264100586857904 1995-12-01 2.7260373118161100 1996-01-01 2.8054531089121197 1996-02-01 2.7579581186339200 1996-03-01 2.7536184242863600 1996-04-01 2.7519401957700800 1996-05-01 2.7905184402677000 1996-06-01 2.8237486466928700 1996-07-01 2.8385152600621004 1996-08-01 2.8203749769367600 1996-09-01 2.9454148953087100 1996-10-01 2.9723375670052200 1996-11-01 3.0304907834287800 1996-12-01 3.1246572086632000 1997-01-01 3.0978971912238600 1997-02-01 3.1620253331716500 1997-03-01 3.2515847880598505 1997-04-01 3.2451226562639700 1997-05-01 3.2962956120346200 1997-06-01 3.2215046108567598 1997-07-01 3.3465027915979304 1997-08-01 3.4087465970846500 1997-09-01 3.4394866841054100 1997-10-01 3.3775323083127400 1997-11-01 3.3255460043113800 1997-12-01 3.4122280118528803 1998-01-01 3.5014774764870094 1998-02-01 3.4788681620696300 1998-03-01 3.4547987136270000 1998-04-01 3.3307988768167500 1998-05-01 3.4020253174025500 1998-06-01 3.3222263727236800 1998-07-01 3.4587651655763100 1998-08-01 3.3994757964081095 1998-09-01 3.4459334455729900 1998-10-01 3.4827212035805500 1998-11-01 3.5207889105637100 1998-12-01 3.6089618923869200 1999-01-01 3.2878009891316498 1999-02-01 3.4830806429853700 1999-03-01 3.4563324427390403 1999-04-01 3.6256606919106400 1999-05-01 3.7157197127819903 1999-06-01 3.6213190651780294 1999-07-01 3.4588996419133600 1999-08-01 3.4806274297359003 1999-09-01 3.4511245485303200 1999-10-01 3.4891774419560404 1999-11-01 3.5113856145456100 1999-12-01 3.5103652973249000 2000-01-01 3.6012022869794498 2000-02-01 3.5847139108247800 2000-03-01 3.6611684454999000 2000-04-01 3.7122449204761203 2000-05-01 3.6253822906301200 2000-06-01 3.7208458269757600 2000-07-01 3.6570132233067800 2000-08-01 3.7645565512170000 2000-09-01 3.6521148402166097 2000-10-01 3.6968680358147500 2000-11-01 3.8066664715093000 2000-12-01 3.6211400707617902 2001-01-01 3.3946760630483697 2001-02-01 3.2644405229390000 2001-03-01 3.2469861716952000 2001-04-01 3.0010299936510900 2001-05-01 3.2378951670581504 2001-06-01 3.1339706737324797 2001-07-01 3.1647112556523300 2001-08-01 3.0968798453642800 2001-09-01 3.0595830404359200 2001-10-01 3.0037194583417404 2001-11-01 2.9977383630169503 2001-12-01 3.0174314948337000 2002-01-01 3.0930387335511500 2002-02-01 3.1458337747488200 2002-03-01 3.1384575962837005 2002-04-01 3.0920611449863000 2002-05-01 3.1388681478743000 2002-06-01 3.2330633885403697 2002-07-01 3.5686237729380500 2002-08-01 3.4150014219305000 2002-09-01 3.4572130958131404 2002-10-01 3.4092410858999402 2002-11-01 3.3909977805150495 2002-12-01 3.3108309434144996 2003-01-01 3.3989497575134500 2003-02-01 3.4284732663520003 2003-03-01 3.5298743910179900 2003-04-01 3.3898654076471697 2003-05-01 3.3452611137161700 2003-06-01 3.2369164806068100 2003-07-01 3.2852281935981100 2003-08-01 3.2543234033723905 2003-09-01 3.2663957590134200 2003-10-01 3.3012378316393596 2003-11-01 3.3769849716282003 2003-12-01 3.3916108224534303 2004-01-01 3.6030362558182600 2004-02-01 3.5186467129358303 2004-03-01 3.4238590809664600 2004-04-01 3.6829123944257900 2004-05-01 3.6415369922600798 2004-06-01 3.8316624698764903 2004-07-01 3.8092343880564400 2004-08-01 3.7927017337584900 2004-09-01 3.8755396427100400 2004-10-01 3.7786203521917097 2004-11-01 3.8589566623732600 2004-12-01 3.8617253838635200 2005-01-01 3.7984545707789200 2005-02-01 3.9224573370691496 2005-03-01 3.8185877711100797 2005-04-01 3.8790208331093900 2005-05-01 3.9492404566718196 2005-06-01 3.9436623028496100 2005-07-01 3.8309148199780200 2005-08-01 3.8230297149490697 2005-09-01 3.7858568475498600 2005-10-01 3.9443194961838100 2005-11-01 3.9437231109688597 2005-12-01 4.0276256226452590 2006-01-01 3.9997802944947005 2006-02-01 3.9391275215458306 2006-03-01 4.0224542696037200 2006-04-01 3.9751668707199400 2006-05-01 4.0429303771356500 2006-06-01 4.0705925344548000 2006-07-01 3.9421182412361904 2006-08-01 4.1385287606607700 2006-09-01 4.0931728631396600 2006-10-01 4.2067808710740900 2006-11-01 4.2327027670099700 2006-12-01 4.2011582703481100 2007-01-01 4.2997255754902800 2007-02-01 4.0590319725420200 2007-03-01 4.0289204832201410 2007-04-01 3.9764668126441802 2007-05-01 3.9403028183830000 2007-06-01 3.9035521205563300 2007-07-01 3.8379693751198100 2007-08-01 3.8184823845129400 2007-09-01 3.8935667937527600 2007-10-01 3.8936426061731100 2007-11-01 3.8384267447095900 2007-12-01 3.9117552960407798 2008-01-01 4.1917749373136010 2008-02-01 4.0721772344448400 2008-03-01 4.1436423736901900 2008-04-01 4.0736038439835700 2008-05-01 4.0354625930866400 2008-06-01 4.0333767419210500 2008-07-01 4.1287190211398395 2008-08-01 3.9807154276082600 2008-09-01 3.9879302266832500 2008-10-01 3.8918071234708100 2008-11-01 3.7492444003025700 2008-12-01 3.6404234920251604 2009-01-01 3.3701840560118597 2009-02-01 3.3654653669449400 2009-03-01 3.3453732942662300 2009-04-01 3.3717254182860805 2009-05-01 3.3259366916917004 2009-06-01 3.2339172336023600 2009-07-01 3.3131153976826000 2009-08-01 3.3473577828683400 2009-09-01 3.3805191305082100 2009-10-01 3.5139173656614000 2009-11-01 3.6635275869289100 2009-12-01 3.7744810804006200 2010-01-01 3.7784333462005800 2010-02-01 3.8720553517293195 2010-03-01 3.8651517175163400 2010-04-01 3.9564984914788903 2010-05-01 4.0201698370373000 2010-06-01 4.0363489589408300 2010-07-01 4.0162058167993600 2010-08-01 4.0984630377946500 2010-09-01 4.0683712615585605 2010-10-01 4.1164816323666000 2010-11-01 4.1711458750199800 2010-12-01 4.2059021697103500 2011-01-01 4.3924201550959510 2011-02-01 4.4813788052818400 2011-03-01 4.6881166523964195 2011-04-01 4.5420614600601100 2011-05-01 4.6074843119091200 2011-06-01 4.8225121791816905 2011-07-01 5.0296182111059000 2011-08-01 5.1446320379543600 2011-09-01 5.3535648338375300 2011-10-01 5.0152942283704505 2011-11-01 4.9715204284394000 2011-12-01 5.0374205840243000 2012-01-01 5.1096966953075595 2012-02-01 5.0847213654702310 2012-03-01 5.1971573566399405 2012-04-01 5.3398769222728700 2012-05-01 5.3046341267099800 2012-06-01 5.3064997034608800 2012-07-01 5.1291121642372400 2012-08-01 5.1343457271114910 2012-09-01 5.1476045514105895 2012-10-01 5.1250214936814290 2012-11-01 5.0708841394703710 2012-12-01 5.0502803752574295 2013-01-01 5.1149523282844200 2013-02-01 5.1867044258725590 2013-03-01 5.0888922628279900 2013-04-01 5.0511956908789690 2013-05-01 5.0066856598712500 2013-06-01 4.9984873412245200 2013-07-01 4.9156238818784100 2013-08-01 5.0472937867763000 2013-09-01 5.1461005245001600 2013-10-01 5.2216322941908610 2013-11-01 5.2651037245048500 2013-12-01 5.4520041438582400 2014-01-01 5.1216132175070300 2014-02-01 5.2843416557144500 2014-03-01 5.3793082125471905 2014-04-01 5.4707716562127200 2014-05-01 5.6167071221230310 2014-06-01 5.5040897348567200 2014-07-01 5.4953140969116110 2014-08-01 5.2596349747849010 2014-09-01 5.4460311897503200 2014-10-01 5.4132202048643700 2014-11-01 5.4451204506828800 2014-12-01 5.4304588933361195 2015-01-01 5.3399441817769695 2015-02-01 5.3954319523661605 2015-03-01 5.3662058759818100 2015-04-01 5.2975183169183000 2015-05-01 5.3170973795391205 2015-06-01 5.4144414737825000 2015-07-01 5.5653109573140400 2015-08-01 5.7680750510361390 2015-09-01 5.4513768080164300 2015-10-01 5.4078575775153700 2015-11-01 5.4294478879963900 2015-12-01 5.4077649215449910 2016-01-01 5.4568234915312500 2016-02-01 5.3915061728693310 2016-03-01 5.3560159627975590 2016-04-01 5.5440613546233800 2016-05-01 5.4282487209431700 2016-06-01 5.4151998503017200 2016-07-01 5.5337989682552005 2016-08-01 5.5848484311751700 2016-09-01 5.5417458754715500 2016-10-01 5.7019973386738600 2016-11-01 5.6089494932173100 2016-12-01 5.6842007884028100 2017-01-01 5.7797246699093900 2017-02-01 5.8134839209650800 2017-03-01 5.8698438402912900 2017-04-01 5.6820963680715595 2017-05-01 5.7344000016973700 2017-06-01 5.7059965934734810 2017-07-01 5.4143631798408800 2017-08-01 5.3950287377619500 2017-09-01 5.6367637559418200 2017-10-01 5.5895539600039900 2017-11-01 5.6943933540893500 2017-12-01 5.6587264460771910 2018-01-01 5.5880404557462190 2018-02-01 5.6195983403591700 2018-03-01 5.7933795368825300 2018-04-01 5.7180752450230900 2018-05-01 5.7320960085144900 2018-06-01 5.5857002357339300 2018-07-01 5.7015895266382410 2018-08-01 5.5965761825910310 2018-09-01 5.6350808221471910 2018-10-01 5.5799516077590190 2018-11-01 5.5774928438818800 2018-12-01 5.6332277867412195 2019-01-01 5.7030209425659090 2019-02-01 5.8462973713991100 2019-03-01 5.7215489384893500 2019-04-01 5.7284624228716100 2019-05-01 5.7259882361958900 2019-06-01 5.9677189461736395 2019-07-01 5.6928467957432590 2019-08-01 5.7013494040884005 2019-09-01 5.7428053601827695 2019-10-01 5.5749310159196790 2019-11-01 5.5700690292369610 2019-12-01 5.5208019096564200 2020-01-01 5.7050144647229600 2020-02-01 5.4417319542123790 2020-03-01 5.5432089720927500 2020-04-01 3.9830549022260695 2020-05-01 4.0113214776415000 2020-06-01 4.4617577069838300 2020-07-01 4.6125942860321200 2020-08-01 4.8225793729856200 2020-09-01 4.8655998522429300 2020-10-01 5.1926053890965800 2020-11-01 5.2821615054566200 2020-12-01 5.2267553454805100 2021-01-01 4.9642074542648300 2021-02-01 4.9283704040516390 2021-03-01 4.8327078013849105 2021-04-01 4.8759958328321000 2021-05-01 4.9071535915424000 2021-06-01 4.7517294995569290 2021-07-01 4.8136660884876390 2021-08-01 4.7278807804364300 2021-09-01 4.6873380871498500 2021-10-01 4.7100126513247105 2021-11-01 4.8125932434508600 2021-12-01 4.8443035169404810 2022-01-01 5.5650548945512300 2022-02-01 5.6343235649955705 2022-03-01 5.6434864782122400 2022-04-01 5.6538307262589300 2022-05-01 5.4910183018364410 2022-06-01 5.5412714249276600 2022-07-01 5.5136719289415800 2022-08-01 5.4249310829145600 2022-09-01 5.5078418736973000 2022-10-01 5.4170445130787800 2022-11-01 5.4259083133724700 2022-12-01 5.3574947213405900 2023-01-01 5.4425278806968400 2023-02-01 5.4122859777460500 2023-03-01 5.4076477385690200 2023-04-01 5.4220366229204290 2023-05-01 5.3830544317142200 2023-06-01 5.2477825143022990 2023-07-01 5.1291913772852595 2023-08-01 5.1380986700067695 2023-09-01 5.0163756992783000 2023-10-01 5.0399647440797310 2023-11-01 4.9532694466448200 2023-12-01 4.9789342817749290 2024-01-01 5.0187033241383090 2024-02-01 4.9857754010301100 2024-03-01 4.9755219196880300