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 Lawrence, KS (MSA) Series ID: LAWR920PBSV 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 2024-04-01 Last Updated: 2024-05-18 5:39 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/LAWR920PBSVN). 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 2.3141432057413200 1990-02-01 2.2657905443549400 1990-03-01 2.2702907397577996 1990-04-01 2.1079123079066500 1990-05-01 1.9910178280304598 1990-06-01 1.9628219720307200 1990-07-01 2.0978716163695500 1990-08-01 2.1782151785315100 1990-09-01 2.1798650771322700 1990-10-01 2.1730050096406800 1990-11-01 2.2231998260445300 1990-12-01 2.1396074659343300 1991-01-01 2.0118507303560100 1991-02-01 2.0647173782691100 1991-03-01 2.1617687725782497 1991-04-01 2.4106897432091700 1991-05-01 2.4906897633796000 1991-06-01 2.5592536896016900 1991-07-01 2.5989674102778700 1991-08-01 2.4873563765601000 1991-09-01 2.5955490179765200 1991-10-01 2.3660701833699904 1991-11-01 2.4278996430207500 1991-12-01 2.4385182557264704 1992-01-01 2.6045808004913398 1992-02-01 2.6560603351144000 1992-03-01 2.5475458274021900 1992-04-01 2.5098035060119300 1992-05-01 2.4883423720152003 1992-06-01 2.4551214168874402 1992-07-01 2.4063256105733304 1992-08-01 2.6086929675386500 1992-09-01 2.6230681979583000 1992-10-01 2.6647095049396500 1992-11-01 2.7318786508195605 1992-12-01 2.7295342113055496 1993-01-01 2.5889190326206700 1993-02-01 2.5431925943042097 1993-03-01 2.5169044406928798 1993-04-01 2.5037733909658800 1993-05-01 2.5872955993014600 1993-06-01 2.6625098289310900 1993-07-01 2.5241065117431500 1993-08-01 2.4343280371519200 1993-09-01 2.4551415913811200 1993-10-01 2.5666644198955200 1993-11-01 2.4226817076719200 1993-12-01 2.5190425024056800 1994-01-01 2.6789070061823300 1994-02-01 2.5398503432976898 1994-03-01 2.5809315825402597 1994-04-01 2.4848326923768300 1994-05-01 2.5772406176572797 1994-06-01 2.6662534712195600 1994-07-01 2.7403473033186696 1994-08-01 2.7762395902869903 1994-09-01 2.6893852778080998 1994-10-01 2.7831261764521800 1994-11-01 2.7125394847314306 1994-12-01 2.7065279265126803 1995-01-01 2.7587448495754905 1995-02-01 2.8324041334280596 1995-03-01 2.7417399391334600 1995-04-01 2.6616541455807600 1995-05-01 2.5761930425855200 1995-06-01 2.5835290581813903 1995-07-01 2.6533752330965400 1995-08-01 2.7045017648269902 1995-09-01 2.7130592674557596 1995-10-01 2.7097354223665397 1995-11-01 2.7987128948284306 1995-12-01 2.8036167707232202 1996-01-01 2.5383308333019400 1996-02-01 2.6254858995679900 1996-03-01 2.7135855325418103 1996-04-01 2.7297263232240097 1996-05-01 2.7770810359814604 1996-06-01 2.7022129897122600 1996-07-01 2.6576110726462700 1996-08-01 2.6303288162915400 1996-09-01 2.7273570321831806 1996-10-01 2.7518361680623900 1996-11-01 2.7929993468504800 1996-12-01 2.6955680121761500 1997-01-01 2.8057793793191600 1997-02-01 2.9077016166497100 1997-03-01 3.0895161905112700 1997-04-01 3.2029602029602300 1997-05-01 3.2924819150058697 1997-06-01 3.3332501622258600 1997-07-01 3.2684740793792404 1997-08-01 3.2451782274413197 1997-09-01 3.3347934387816400 1997-10-01 3.3773239865507800 1997-11-01 3.3889387405630400 1997-12-01 3.7843914670879100 1998-01-01 3.7729897429763200 1998-02-01 3.6889915495025000 1998-03-01 3.5659493998889000 1998-04-01 3.5901194938029900 1998-05-01 3.6222165336369700 1998-06-01 3.6622958738978100 1998-07-01 4.1757190393609000 1998-08-01 3.8620901946383900 1998-09-01 3.8423399530004600 1998-10-01 3.7785675059351003 1998-11-01 3.7932896445191604 1998-12-01 3.7610917984954800 1999-01-01 3.8389707680277600 1999-02-01 3.8602106302636803 1999-03-01 3.9466602336186100 1999-04-01 4.1019692853944910 1999-05-01 4.1756060111284000 1999-06-01 4.2033281378216100 1999-07-01 4.2788420329291000 1999-08-01 4.2597578377072995 1999-09-01 4.2347418995965100 1999-10-01 4.1539474925578600 1999-11-01 4.1897951191353000 1999-12-01 4.2366309167744390 2000-01-01 4.2287403914257204 2000-02-01 4.2398698493517410 2000-03-01 4.2444325982252500 2000-04-01 4.2278395601637000 2000-05-01 4.1274698658996900 2000-06-01 4.1352924801294800 2000-07-01 4.0740170852032795 2000-08-01 4.2478121795734600 2000-09-01 4.3202585698308305 2000-10-01 4.5194023456600500 2000-11-01 4.5743431598885990 2000-12-01 4.5027446043880900 2001-01-01 4.8425818836345496 2001-02-01 5.0349752249057005 2001-03-01 4.8667783386817200 2001-04-01 4.4674813827682000 2001-05-01 4.6638466758800400 2001-06-01 4.6546303886161400 2001-07-01 4.5656959905654410 2001-08-01 4.4232886053662100 2001-09-01 4.3881385020526400 2001-10-01 4.4853530680704905 2001-11-01 4.2468363529592900 2001-12-01 4.2784307010577000 2002-01-01 3.7735327553893000 2002-02-01 3.8552874558459105 2002-03-01 3.9151918255837300 2002-04-01 3.6029089225038398 2002-05-01 3.8757329547001700 2002-06-01 3.9510612629563906 2002-07-01 4.1470778344649300 2002-08-01 4.2939308972995500 2002-09-01 4.4553938747482995 2002-10-01 4.4682669097864105 2002-11-01 4.6240023271211600 2002-12-01 4.6608389127290500 2003-01-01 4.5037681855865800 2003-02-01 4.4806410607998900 2003-03-01 4.6755306245603090 2003-04-01 5.2285765664171295 2003-05-01 5.0720675109552700 2003-06-01 4.9430355033500595 2003-07-01 4.9262511548367200 2003-08-01 4.9605752161360800 2003-09-01 4.9188894072546600 2003-10-01 5.0700410514955200 2003-11-01 5.1048141960117600 2003-12-01 5.1542297826711300 2004-01-01 5.1338641469071000 2004-02-01 5.2117191396317200 2004-03-01 5.2308206202997100 2004-04-01 5.2314340904945400 2004-05-01 5.4578739675242100 2004-06-01 5.6258349231387195 2004-07-01 5.5056500483176505 2004-08-01 5.5362077234951610 2004-09-01 5.6034073671158895 2004-10-01 5.3799174738683600 2004-11-01 5.4030808141265890 2004-12-01 5.3609362649070100 2005-01-01 3.9472978933896603 2005-02-01 3.9270418558557500 2005-03-01 3.9574729258886100 2005-04-01 4.2212160026489105 2005-05-01 4.3446296218791600 2005-06-01 4.5136886621128600 2005-07-01 4.7962465443957810 2005-08-01 5.0231131674529010 2005-09-01 5.2063681333088500 2005-10-01 5.2867988130591400 2005-11-01 5.5161170175188300 2005-12-01 5.6785633840325795 2006-01-01 5.7424190224967500 2006-02-01 5.7272138648392910 2006-03-01 5.7534133530347900 2006-04-01 5.8064867975011305 2006-05-01 5.7413840054943300 2006-06-01 5.6037860369936500 2006-07-01 5.2971109477208400 2006-08-01 5.3223245500568700 2006-09-01 5.3262377745171400 2006-10-01 5.2793342154792100 2006-11-01 5.2415146030514800 2006-12-01 5.1980599366183900 2007-01-01 5.0337386039220000 2007-02-01 5.1145053751664005 2007-03-01 5.1247176941099010 2007-04-01 5.0910323624693100 2007-05-01 5.0411932342371500 2007-06-01 5.1003770778240090 2007-07-01 5.1087168466881910 2007-08-01 5.1349425127731500 2007-09-01 5.1485274622454200 2007-10-01 5.1638226479558200 2007-11-01 5.1582676531755000 2007-12-01 5.1098842937073610 2008-01-01 5.2324443249090100 2008-02-01 5.3005522169351900 2008-03-01 5.1962973032520100 2008-04-01 5.1787196873261000 2008-05-01 5.1437125143609500 2008-06-01 5.0965847945776790 2008-07-01 5.1293095237348700 2008-08-01 5.1528329691499900 2008-09-01 4.9658219224623200 2008-10-01 5.0350805877764300 2008-11-01 4.9612062337747200 2008-12-01 4.9176646742803400 2009-01-01 5.1352363961945400 2009-02-01 5.1924907877470900 2009-03-01 4.9769697490826905 2009-04-01 4.8783956779257895 2009-05-01 4.9399802543124990 2009-06-01 5.0008003072289510 2009-07-01 4.9549959959844290 2009-08-01 4.9649373383664190 2009-09-01 4.9754079348719005 2009-10-01 5.0021755924799200 2009-11-01 4.9489772330913610 2009-12-01 5.0214063334200190 2010-01-01 4.9286835492318700 2010-02-01 4.9896016096228200 2010-03-01 5.0743988294104400 2010-04-01 5.0854602427587900 2010-05-01 5.0434172748718200 2010-06-01 5.2175577776424100 2010-07-01 5.1906026767951206 2010-08-01 4.8711931539445400 2010-09-01 4.8719361242237200 2010-10-01 4.7652353540598000 2010-11-01 4.8200740073668700 2010-12-01 4.8177047363198300 2011-01-01 4.8166853759124500 2011-02-01 4.7880492991091390 2011-03-01 4.7749382463647000 2011-04-01 4.8951100165586700 2011-05-01 4.8475002546218400 2011-06-01 4.8517136016223600 2011-07-01 4.8415482346018495 2011-08-01 4.7865581239779695 2011-09-01 4.8631319612550500 2011-10-01 4.8314556955092200 2011-11-01 4.7765259356498495 2011-12-01 4.7032183976566000 2012-01-01 4.5823187820185900 2012-02-01 4.5795182161554500 2012-03-01 4.5791865814491900 2012-04-01 4.4040439873761600 2012-05-01 4.5645182851815500 2012-06-01 4.4992221305680900 2012-07-01 4.5095273216939400 2012-08-01 4.5042971907654605 2012-09-01 4.3573642297233600 2012-10-01 4.4015477127124200 2012-11-01 4.3204647335244000 2012-12-01 4.2823040531958900 2013-01-01 4.3307590087267895 2013-02-01 4.3641732287784300 2013-03-01 4.3767349404438600 2013-04-01 4.5207379277374800 2013-05-01 4.5828202986855300 2013-06-01 4.7551348330601110 2013-07-01 4.8760188409450100 2013-08-01 5.0253185848223300 2013-09-01 5.1634362477905200 2013-10-01 5.0884168175765600 2013-11-01 5.0652199474686200 2013-12-01 5.0498677193045500 2014-01-01 5.0611115707881700 2014-02-01 5.1421187810744200 2014-03-01 5.1807306198313200 2014-04-01 5.1348374007552410 2014-05-01 5.2053071014568895 2014-06-01 5.2064105987696600 2014-07-01 5.2340769156936910 2014-08-01 5.2516933913520200 2014-09-01 5.5798113944077400 2014-10-01 5.5825633067355405 2014-11-01 5.6079936714538890 2014-12-01 5.8119615389565510 2015-01-01 5.7074849476767010 2015-02-01 5.6172495482640890 2015-03-01 5.5796670979503205 2015-04-01 5.5480188725653200 2015-05-01 5.2263910004589910 2015-06-01 5.1432951743703890 2015-07-01 5.2757469180381200 2015-08-01 5.3913915703435200 2015-09-01 5.2902905908368300 2015-10-01 5.3876886647245990 2015-11-01 5.5547767079028100 2015-12-01 5.4738990112514810 2016-01-01 5.5646939589524610 2016-02-01 5.4990970152250400 2016-03-01 5.5939373150619700 2016-04-01 5.5512064498870800 2016-05-01 5.6442702964454700 2016-06-01 5.4682190352628400 2016-07-01 5.7002579423707695 2016-08-01 5.6195185875499900 2016-09-01 5.6001420809794600 2016-10-01 5.4841777430220200 2016-11-01 5.5052050130625800 2016-12-01 5.6469903651319600 2017-01-01 5.5594541990544610 2017-02-01 5.4918739128015710 2017-03-01 5.4080985999984690 2017-04-01 5.4664382663659910 2017-05-01 5.4563549800955090 2017-06-01 5.3728598296715400 2017-07-01 5.3922372444359700 2017-08-01 5.3320592301430990 2017-09-01 5.2940014273671500 2017-10-01 5.3802281664679095 2017-11-01 5.3791875632331205 2017-12-01 5.3385881780655895 2018-01-01 5.2775549115558400 2018-02-01 5.4008485606435890 2018-03-01 5.3289239108412305 2018-04-01 5.2787991797796110 2018-05-01 5.1582263041999410 2018-06-01 5.2580264926579100 2018-07-01 5.1644590999104905 2018-08-01 5.1219397003919300 2018-09-01 5.2874740529891000 2018-10-01 5.2692357777488900 2018-11-01 5.3736634839957205 2018-12-01 5.3517957082922100 2019-01-01 5.4246339354297010 2019-02-01 5.3148832184406600 2019-03-01 5.2384537314441700 2019-04-01 5.2912943526035400 2019-05-01 5.2526950274986800 2019-06-01 5.1243213448031300 2019-07-01 5.1259695795977910 2019-08-01 5.2043228370815005 2019-09-01 5.1693287182787590 2019-10-01 5.2673647753609500 2019-11-01 5.1958102605882000 2019-12-01 5.1806737356159500 2020-01-01 5.0678111032709810 2020-02-01 5.1406257370362400 2020-03-01 5.1430340806156700 2020-04-01 5.0885159046685400 2020-05-01 5.1298288708348000 2020-06-01 5.1843258035080195 2020-07-01 5.2874480147852310 2020-08-01 5.3769004738290290 2020-09-01 5.2687119436927805 2020-10-01 5.1708256492762000 2020-11-01 5.1353347010187200 2020-12-01 5.1208207191243800 2021-01-01 5.1066166369329810 2021-02-01 5.0614695612760200 2021-03-01 5.1323908216624800 2021-04-01 5.0809381853867700 2021-05-01 5.1034427911772600 2021-06-01 5.1404924067956700 2021-07-01 5.1426403944981110 2021-08-01 4.9546349660141790 2021-09-01 4.8714343992397010 2021-10-01 4.8920348221430805 2021-11-01 4.8917194184793300 2021-12-01 4.8630729715787500 2022-01-01 4.8249047437655100 2022-02-01 4.8769559279996795 2022-03-01 4.8145329593016300 2022-04-01 4.8629790608897000 2022-05-01 4.8724037030275710 2022-06-01 4.9030538594646500 2022-07-01 5.1098413925461506 2022-08-01 5.0423621875213890 2022-09-01 5.0884712518205895 2022-10-01 5.1124799009723000 2022-11-01 5.1407260940318800 2022-12-01 5.1984094884144200 2023-01-01 5.2345696156404700 2023-02-01 5.1754528111276100 2023-03-01 5.2936614248733900 2023-04-01 5.3440530421774500 2023-05-01 5.3547761093591600 2023-06-01 5.4773015975261100 2023-07-01 5.2919913711221600 2023-08-01 5.2392057767065500 2023-09-01 5.1996433768929690 2023-10-01 5.2321358236287010 2023-11-01 5.1756862491605000 2023-12-01 5.2206515907116500 2024-01-01 5.3305418553647100 2024-02-01 5.3725131472598800 2024-03-01 5.4788475054567890 2024-04-01 5.4269783772230200