NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services in Lexington-Fayette, KY (MSA) Series ID: LEXI421PBSV 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 7:00 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/LEXI421PBSVN). 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 19.761278008448397 1990-02-01 19.271009100145896 1990-03-01 19.470153229599800 1990-04-01 19.599618028359200 1990-05-01 19.535645247006500 1990-06-01 19.569488382937200 1990-07-01 19.228070904045400 1990-08-01 19.239736095955700 1990-09-01 19.243449313484500 1990-10-01 18.973656865479400 1990-11-01 19.010809495377900 1990-12-01 18.854025445728500 1991-01-01 18.965741438971800 1991-02-01 19.070956149182500 1991-03-01 18.986002430447200 1991-04-01 19.336185621072897 1991-05-01 18.839398332245600 1991-06-01 18.894955727780500 1991-07-01 18.718914088575100 1991-08-01 18.909620722228198 1991-09-01 18.626865303130900 1991-10-01 18.544276701470700 1991-11-01 18.795058095442396 1991-12-01 19.243393497803700 1992-01-01 18.721565397076798 1992-02-01 18.882747071834700 1992-03-01 19.016529122741400 1992-04-01 18.976401018641300 1992-05-01 19.033076074824500 1992-06-01 18.901878138592000 1992-07-01 19.499729572727603 1992-08-01 19.151442756507898 1992-09-01 19.505189893512398 1992-10-01 19.891764072436700 1992-11-01 19.873547322530698 1992-12-01 20.209902856826300 1993-01-01 20.569049578963803 1993-02-01 20.857958383016900 1993-03-01 20.265847111868200 1993-04-01 20.729252651594898 1993-05-01 20.895261714766000 1993-06-01 21.274347057547800 1993-07-01 21.148802546826900 1993-08-01 20.957362711960300 1993-09-01 21.185024871647100 1993-10-01 21.106742648025502 1993-11-01 21.143230824334303 1993-12-01 21.174407147938300 1994-01-01 20.972288193973398 1994-02-01 21.538079347554200 1994-03-01 21.858326864427000 1994-04-01 21.758168153082800 1994-05-01 22.489889465053500 1994-06-01 22.231451093351396 1994-07-01 22.699017901361700 1994-08-01 23.164211896073400 1994-09-01 23.286017012518800 1994-10-01 23.127540696555700 1994-11-01 23.183576448770800 1994-12-01 23.208962094114600 1995-01-01 23.220706503154503 1995-02-01 23.171861351241300 1995-03-01 23.351485330782500 1995-04-01 23.677558887427600 1995-05-01 23.509851117808900 1995-06-01 23.805054266441600 1995-07-01 23.252599227438804 1995-08-01 23.811341324869105 1995-09-01 23.712276745111105 1995-10-01 24.058104398505800 1995-11-01 24.002499920892500 1995-12-01 24.732544474036498 1996-01-01 23.874415966036700 1996-02-01 24.179484641820103 1996-03-01 24.245527367733498 1996-04-01 24.453681569066400 1996-05-01 24.658432374495696 1996-06-01 24.866934648226500 1996-07-01 25.530082795891104 1996-08-01 25.583549569700900 1996-09-01 25.336341888618303 1996-10-01 25.622771555914603 1996-11-01 25.712947977961303 1996-12-01 25.625512762428100 1997-01-01 26.035097686382603 1997-02-01 26.379638815081800 1997-03-01 26.400967459514800 1997-04-01 26.863942729426900 1997-05-01 26.929584988796200 1997-06-01 27.179562309243803 1997-07-01 26.992568865706897 1997-08-01 26.693313418527698 1997-09-01 26.838439048380800 1997-10-01 26.802012334133600 1997-11-01 27.137646012076200 1997-12-01 27.551039984836603 1998-01-01 27.205637396189104 1998-02-01 26.979449301887000 1998-03-01 27.322168736591102 1998-04-01 27.276764189238400 1998-05-01 27.231565157187000 1998-06-01 27.318826242455202 1998-07-01 27.789488820634500 1998-08-01 27.834435002264600 1998-09-01 28.098659913126504 1998-10-01 28.832393863478302 1998-11-01 29.094872213288397 1998-12-01 29.380286316842800 1999-01-01 28.323716671752802 1999-02-01 27.959980686439700 1999-03-01 28.493379426346998 1999-04-01 29.728555657997997 1999-05-01 29.424790795667100 1999-06-01 29.483748722728400 1999-07-01 29.176477725360900 1999-08-01 29.447968633685104 1999-09-01 29.648346429619497 1999-10-01 29.378316305884700 1999-11-01 29.276238449282800 1999-12-01 29.339629656464897 2000-01-01 29.538401026824303 2000-02-01 29.342636643549103 2000-03-01 29.271624454854198 2000-04-01 28.733673736862100 2000-05-01 28.489921738428396 2000-06-01 28.261313229370300 2000-07-01 28.649939057621197 2000-08-01 28.994949150593900 2000-09-01 28.647466243359197 2000-10-01 28.425285998661800 2000-11-01 28.377847221913700 2000-12-01 27.978538555804300 2001-01-01 27.763941941171797 2001-02-01 27.647001840449600 2001-03-01 27.433296216786400 2001-04-01 27.133965722317600 2001-05-01 26.858021085830302 2001-06-01 26.656985887618800 2001-07-01 26.428000201677400 2001-08-01 26.152327604147300 2001-09-01 25.902954847887997 2001-10-01 25.335493790354300 2001-11-01 25.090144944991700 2001-12-01 25.120364958351196 2002-01-01 25.734428925682398 2002-02-01 25.557696275588103 2002-03-01 25.739394508789502 2002-04-01 26.008101095387600 2002-05-01 26.079703130228100 2002-06-01 26.319821885619803 2002-07-01 26.526432086737600 2002-08-01 26.305763801698800 2002-09-01 26.145722311375900 2002-10-01 26.120737441635104 2002-11-01 26.243736797203300 2002-12-01 26.158095196098900 2003-01-01 26.174865396599003 2003-02-01 25.939767523630800 2003-03-01 26.075851855250395 2003-04-01 25.974304099018003 2003-05-01 26.204871667939400 2003-06-01 26.289204578619298 2003-07-01 26.328727162495800 2003-08-01 26.674820900705400 2003-09-01 27.011667104797002 2003-10-01 27.966878222365303 2003-11-01 28.139381992804605 2003-12-01 28.888880464116300 2004-01-01 28.379394311012600 2004-02-01 28.698105635472400 2004-03-01 28.561974791915800 2004-04-01 28.358213641069800 2004-05-01 28.709121709463100 2004-06-01 29.044451915896100 2004-07-01 29.281196402178900 2004-08-01 29.535452746208400 2004-09-01 30.157372643732800 2004-10-01 29.814739024643398 2004-11-01 29.540150460590400 2004-12-01 30.015399664923800 2005-01-01 30.173502316710600 2005-02-01 30.439111099580998 2005-03-01 30.419802333388900 2005-04-01 30.875752844894700 2005-05-01 30.974760536843200 2005-06-01 30.713193879842400 2005-07-01 30.796328273293200 2005-08-01 30.873359113196504 2005-09-01 30.998625772444800 2005-10-01 30.907397262427803 2005-11-01 30.736986188869400 2005-12-01 30.633902763184900 2006-01-01 30.735797902456103 2006-02-01 30.772906628907700 2006-03-01 30.954276820191303 2006-04-01 31.197168432901800 2006-05-01 31.250592052816500 2006-06-01 31.416191511758498 2006-07-01 31.392506809448700 2006-08-01 31.390848431939800 2006-09-01 31.498913041422500 2006-10-01 31.809951175165100 2006-11-01 32.116928410201000 2006-12-01 32.693756381192700 2007-01-01 31.683013199382200 2007-02-01 31.432232230512400 2007-03-01 31.708883161677800 2007-04-01 31.728492415618200 2007-05-01 31.979567715931502 2007-06-01 31.905496600231700 2007-07-01 31.728329271650400 2007-08-01 31.882785475538398 2007-09-01 31.801286744580196 2007-10-01 31.653434603335400 2007-11-01 31.317324028768200 2007-12-01 31.710919540147800 2008-01-01 31.726419329850803 2008-02-01 31.909238779398898 2008-03-01 31.957776793049300 2008-04-01 31.363135579867500 2008-05-01 31.084582822877604 2008-06-01 31.202688162047302 2008-07-01 30.954811521103895 2008-08-01 30.350675934082400 2008-09-01 29.792002122410803 2008-10-01 29.275308272782300 2008-11-01 28.575945434667300 2008-12-01 29.099054491573600 2009-01-01 28.953122336431800 2009-02-01 28.583509594150100 2009-03-01 28.349400318885003 2009-04-01 28.186829567095298 2009-05-01 28.159206549486900 2009-06-01 27.903906017993197 2009-07-01 28.320650327120900 2009-08-01 28.717151466545600 2009-09-01 29.424877282272895 2009-10-01 29.975466457348900 2009-11-01 30.114459294543500 2009-12-01 29.436291472577200 2010-01-01 30.113221351758800 2010-02-01 29.951466283501002 2010-03-01 29.836619722182697 2010-04-01 30.467033986922100 2010-05-01 30.363888783994398 2010-06-01 30.591661774060302 2010-07-01 30.701847458692400 2010-08-01 30.705157844601900 2010-09-01 30.668188106832500 2010-10-01 30.114240111870398 2010-11-01 29.313482262269300 2010-12-01 30.461169451030003 2011-01-01 30.165493718679000 2011-02-01 30.611128350048105 2011-03-01 31.075047835008000 2011-04-01 31.034769458294500 2011-05-01 30.960506827217003 2011-06-01 31.088672065459600 2011-07-01 31.427415756617602 2011-08-01 31.863203208782803 2011-09-01 32.288956338840700 2011-10-01 31.765202343266800 2011-11-01 31.194732372512302 2011-12-01 31.934802266874900 2012-01-01 32.421448182780400 2012-02-01 32.592194817210400 2012-03-01 32.807987283939400 2012-04-01 33.057074885631600 2012-05-01 33.150166014344100 2012-06-01 34.008106664424400 2012-07-01 33.669391441563300 2012-08-01 33.758546439560696 2012-09-01 33.524571632981804 2012-10-01 34.122458666323300 2012-11-01 33.922471704714000 2012-12-01 34.273114366263800 2013-01-01 34.436269630037400 2013-02-01 34.540362744290000 2013-03-01 34.781699908509700 2013-04-01 34.576820942809300 2013-05-01 35.034613890644700 2013-06-01 34.753216315758900 2013-07-01 35.135947157271600 2013-08-01 35.993113778287395 2013-09-01 36.594086365101500 2013-10-01 38.191640672609790 2013-11-01 41.148060839820400 2013-12-01 40.013819160849710 2014-01-01 39.612298518465295 2014-02-01 38.406847029003700 2014-03-01 39.058275545820900 2014-04-01 39.469972790464894 2014-05-01 39.895583767988796 2014-06-01 39.168441716314100 2014-07-01 39.142603203907210 2014-08-01 38.310045641540400 2014-09-01 37.720216677235500 2014-10-01 38.492709044483000 2014-11-01 40.041740925396795 2014-12-01 39.854529840582790 2015-01-01 39.347052243996900 2015-02-01 39.292672673354500 2015-03-01 39.614947708542104 2015-04-01 39.495957225762000 2015-05-01 39.662281108873800 2015-06-01 40.423651434596100 2015-07-01 40.458256085662796 2015-08-01 40.372489486639200 2015-09-01 40.164379757504600 2015-10-01 40.197252309103900 2015-11-01 41.997439856134290 2015-12-01 42.339080793445200 2016-01-01 40.488813656453400 2016-02-01 40.184687296059600 2016-03-01 39.324259888785800 2016-04-01 39.792139480063604 2016-05-01 39.360961812760500 2016-06-01 39.016212614245894 2016-07-01 39.332388795858300 2016-08-01 39.404662786153395 2016-09-01 39.576860767663400 2016-10-01 39.941790620540000 2016-11-01 39.772289973110900 2016-12-01 39.410459860088700 2017-01-01 42.196196148165300 2017-02-01 40.968034109598400 2017-03-01 40.155819272088600 2017-04-01 39.544558317149500 2017-05-01 39.363330463525706 2017-06-01 39.379799962278290 2017-07-01 38.906702381143600 2017-08-01 38.775444611485400 2017-09-01 38.878639906285100 2017-10-01 38.328968714587000 2017-11-01 38.473889502429900 2017-12-01 38.673772387119705 2018-01-01 38.545188466046700 2018-02-01 38.814841657396900 2018-03-01 38.884686060163205 2018-04-01 39.106594139754500 2018-05-01 38.618849678986600 2018-06-01 38.137026494891100 2018-07-01 37.580605306068800 2018-08-01 37.905652024952900 2018-09-01 37.905635905682500 2018-10-01 37.823090053021800 2018-11-01 37.464674063906400 2018-12-01 36.059936935363396 2019-01-01 36.902086524789794 2019-02-01 37.152264377237900 2019-03-01 37.251523781278800 2019-04-01 37.657919561223700 2019-05-01 37.724639620350200 2019-06-01 37.827884347693600 2019-07-01 37.762017036763300 2019-08-01 37.649080472548900 2019-09-01 37.893687154979700 2019-10-01 37.879852229613400 2019-11-01 38.274216993424794 2019-12-01 38.104888892968700 2020-01-01 39.496766745919790 2020-02-01 39.692912232340000 2020-03-01 40.136918433765395 2020-04-01 34.889198692760600 2020-05-01 35.185769591715605 2020-06-01 36.125811875117606 2020-07-01 36.450365622476300 2020-08-01 37.031738666710600 2020-09-01 37.357048650505600 2020-10-01 37.968741892082000 2020-11-01 36.522485387305900 2020-12-01 37.794232656401100 2021-01-01 37.790154246715396 2021-02-01 37.589937209486610 2021-03-01 37.818590744079100 2021-04-01 38.015667232577290 2021-05-01 38.114101474038900 2021-06-01 37.951053127505205 2021-07-01 38.271503533842704 2021-08-01 38.146929286904800 2021-09-01 37.734526201598800 2021-10-01 37.823893567504200 2021-11-01 38.049500179111290 2021-12-01 38.037957583813400 2022-01-01 38.083078341856800 2022-02-01 38.577926130161500 2022-03-01 38.952017361435900 2022-04-01 38.062109358143104 2022-05-01 38.198122611161200 2022-06-01 37.718942266739795 2022-07-01 38.324949896449496 2022-08-01 38.715690382108300 2022-09-01 39.035284289834500 2022-10-01 39.200135393358100 2022-11-01 39.248360404338705 2022-12-01 38.909334496491900 2023-01-01 39.779803692189300 2023-02-01 40.048855768544100 2023-03-01 40.169891511655100 2023-04-01 40.952039961581100 2023-05-01 40.721960062438100 2023-06-01 40.589703142033210 2023-07-01 40.408863209591800 2023-08-01 39.912091349446000 2023-09-01 40.325560399741200 2023-10-01 40.365354563466300 2023-11-01 40.106064702323900 2023-12-01 40.011182030302800 2024-01-01 40.240261387745500 2024-02-01 40.427220810512000 2024-03-01 40.811119690170100