Title: All Employees: Leisure and Hospitality in Topeka, KS (MSA) Series ID: TOPE820LEIH 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 5:04 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/TOPE820LEIHN). 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 7.7293525849765710 1990-02-01 7.7020040462421600 1990-03-01 7.7028498735172500 1990-04-01 7.8321239193369200 1990-05-01 7.8272330253055005 1990-06-01 7.9592204139868890 1990-07-01 7.6477813122183390 1990-08-01 7.7513557435520400 1990-09-01 7.7118636458423900 1990-10-01 7.6753743151717400 1990-11-01 7.7555310108706110 1990-12-01 7.7002395462867110 1991-01-01 7.7275278326973410 1991-02-01 7.8036457950991600 1991-03-01 7.9033146026732695 1991-04-01 8.0444010637952800 1991-05-01 8.0393314009253500 1991-06-01 8.0619861826016200 1991-07-01 7.9329154137599100 1991-08-01 7.9312316165882000 1991-09-01 8.0116301772095700 1991-10-01 8.0819943132152500 1991-11-01 7.9484190690093810 1991-12-01 8.0989737343087100 1992-01-01 8.2353871514776400 1992-02-01 8.3107406811692500 1992-03-01 8.2985286189039510 1992-04-01 8.2610327129172990 1992-05-01 8.3520711375715500 1992-06-01 8.2751333952400490 1992-07-01 8.4149803148157800 1992-08-01 8.3987907147042900 1992-09-01 8.5099704645487600 1992-10-01 8.5830976722914400 1992-11-01 8.5362417795692800 1992-12-01 8.5971131855204000 1993-01-01 8.2504825348869500 1993-02-01 8.4245552210713500 1993-03-01 8.4011288877461200 1993-04-01 8.2731303928589700 1993-05-01 8.2581304203358080 1993-06-01 8.3940197383731200 1993-07-01 8.3924037355877310 1993-08-01 8.4635971122106800 1993-09-01 8.4179109775532300 1993-10-01 8.1862794792603000 1993-11-01 8.3118648897912410 1993-12-01 8.1877614183326100 1994-01-01 8.4718004580088500 1994-02-01 8.4451602038845000 1994-03-01 8.4076425040320600 1994-04-01 8.3782270905460300 1994-05-01 8.3635666851022010 1994-06-01 8.6143745816567100 1994-07-01 8.4709586063486700 1994-08-01 8.4306082787382400 1994-09-01 8.3266714685087400 1994-10-01 8.2922911976202300 1994-11-01 8.3930862913090400 1994-12-01 8.3745224221266900 1995-01-01 8.3835382752847900 1995-02-01 8.4604190276299410 1995-03-01 8.6204120543435800 1995-04-01 8.6715046425009300 1995-05-01 8.7712690503682900 1995-06-01 8.7365561321617110 1995-07-01 8.7444776318265100 1995-08-01 8.9202048060905010 1995-09-01 8.9375285040711400 1995-10-01 9.0008423987760600 1995-11-01 8.9679987286067500 1995-12-01 8.8614003034379400 1996-01-01 8.6939823976989810 1996-02-01 8.6687467472464700 1996-03-01 8.8339872267785600 1996-04-01 8.9539079095163390 1996-05-01 8.9726096961625380 1996-06-01 8.9565494184495100 1996-07-01 8.8338728255445600 1996-08-01 8.8318162213587300 1996-09-01 8.7440966047540600 1996-10-01 8.7949625342272200 1996-11-01 8.8518090978788690 1996-12-01 8.8467476740234190 1997-01-01 8.8987834043536510 1997-02-01 8.8724452898173900 1997-03-01 8.8491048797771320 1997-04-01 8.8353463858296980 1997-05-01 8.8754559334044500 1997-06-01 8.8659085988552000 1997-07-01 9.0258568842172780 1997-08-01 9.0584251658328690 1997-09-01 9.0452426338525700 1997-10-01 8.8870813105918100 1997-11-01 9.0439743845085600 1997-12-01 9.2288614610260200 1998-01-01 9.2008686433071090 1998-02-01 9.2749370740659100 1998-03-01 9.1577677973266600 1998-04-01 8.8306624732706000 1998-05-01 8.8813373797962300 1998-06-01 8.9624077117792210 1998-07-01 9.1260895660121320 1998-08-01 8.9760819970413500 1998-09-01 9.2406117873272200 1998-10-01 9.0766409157873600 1998-11-01 9.1477395445994800 1998-12-01 9.0171882752220500 1999-01-01 9.0995239935814900 1999-02-01 9.1803050408298700 1999-03-01 9.0573283035691610 1999-04-01 9.2325354839797490 1999-05-01 9.2981676960155910 1999-06-01 9.2462708591906900 1999-07-01 9.2283296384449990 1999-08-01 9.2836068158326300 1999-09-01 9.3326362724917310 1999-10-01 9.5695089540969210 1999-11-01 9.5488131802541500 1999-12-01 9.6189153913885700 2000-01-01 9.6012813374237300 2000-02-01 9.5836326059110100 2000-03-01 9.6481953889380620 2000-04-01 9.7418839947804000 2000-05-01 9.7087792383106690 2000-06-01 9.7316084483725800 2000-07-01 9.6448308646156700 2000-08-01 9.5792037725874300 2000-09-01 9.5328977072401320 2000-10-01 9.3502666086291100 2000-11-01 9.2414318848204800 2000-12-01 9.3257111281107600 2001-01-01 9.2073230159121300 2001-02-01 9.1921966139741900 2001-03-01 9.2394508047941990 2001-04-01 9.1460120280486400 2001-05-01 9.2160710483265990 2001-06-01 9.2213429735613400 2001-07-01 9.1655053690642000 2001-08-01 9.1711751694816300 2001-09-01 9.1346596834092800 2001-10-01 9.1343355709403600 2001-11-01 9.1327493517530800 2001-12-01 9.0308774490871300 2002-01-01 9.1122319247497410 2002-02-01 9.0931347394845300 2002-03-01 9.1287666042434400 2002-04-01 9.1539550922918800 2002-05-01 9.1179719416912220 2002-06-01 9.2248243886547120 2002-07-01 9.0817437372821090 2002-08-01 9.2703456394850800 2002-09-01 9.3394049695985700 2002-10-01 9.1179825737288600 2002-11-01 9.2218199065758690 2002-12-01 9.2350731909407880 2003-01-01 9.3122753211827000 2003-02-01 9.1817789611000010 2003-03-01 9.1273526223143500 2003-04-01 8.9510206241536500 2003-05-01 8.9263190889179000 2003-06-01 8.9389651332516000 2003-07-01 8.9895764393496320 2003-08-01 8.9814887407392590 2003-09-01 8.9360702873243290 2003-10-01 9.0051638706848700 2003-11-01 9.0186732752892600 2003-12-01 8.9383740010820390 2004-01-01 8.9082625248079200 2004-02-01 8.8560042217010300 2004-03-01 8.8297852371533110 2004-04-01 8.3462085162238000 2004-05-01 8.3333198320677600 2004-06-01 8.1611144185999600 2004-07-01 8.0885326748821500 2004-08-01 8.0979289713789000 2004-09-01 8.0415663546067680 2004-10-01 7.9897859875425190 2004-11-01 7.9163055385392690 2004-12-01 7.8480849446221000 2005-01-01 7.6985858008702900 2005-02-01 7.6295923115699200 2005-03-01 7.8383592072700000 2005-04-01 7.6370780468118500 2005-05-01 7.6323082528383100 2005-06-01 7.5797534854548390 2005-07-01 7.4790526450611905 2005-08-01 7.3156680173168205 2005-09-01 7.4482571449169010 2005-10-01 7.3870634480119000 2005-11-01 7.4247358041070200 2005-12-01 7.4485747285241200 2006-01-01 7.4851896097807410 2006-02-01 7.6181308729312510 2006-03-01 7.5426932652948610 2006-04-01 7.7299776420921390 2006-05-01 7.7268685050099800 2006-06-01 7.8860424360561210 2006-07-01 7.9604951355446305 2006-08-01 8.0343777896575000 2006-09-01 8.1595848041846910 2006-10-01 8.1937440432528800 2006-11-01 8.1227518193885810 2006-12-01 8.2596226145374000 2007-01-01 8.2783864625044300 2007-02-01 8.3117470144613500 2007-03-01 8.3474736159765800 2007-04-01 7.9153225907750700 2007-05-01 8.1217394317342800 2007-06-01 8.0860732260554500 2007-07-01 8.4435624840262200 2007-08-01 8.3429542508852400 2007-09-01 8.2779011386226500 2007-10-01 8.4000969361368390 2007-11-01 8.4168671184060900 2007-12-01 8.3622390175621510 2008-01-01 8.5815655552375400 2008-02-01 8.6240174601637500 2008-03-01 8.6456654227953100 2008-04-01 8.4979761923269290 2008-05-01 8.7115456386836800 2008-06-01 8.6929755672016600 2008-07-01 8.7327297684944700 2008-08-01 8.6380976739596000 2008-09-01 8.6960980622120590 2008-10-01 8.6976598336045900 2008-11-01 8.7995771668625390 2008-12-01 8.9769057738973800 2009-01-01 9.0030083492034500 2009-02-01 8.8422667704753100 2009-03-01 8.9328174751510900 2009-04-01 9.0849911676851410 2009-05-01 9.0871102797703200 2009-06-01 9.1985902592448490 2009-07-01 9.1363484804306500 2009-08-01 9.0265742610531000 2009-09-01 9.1197147783290800 2009-10-01 8.9872887545099010 2009-11-01 9.0882028684909300 2009-12-01 8.9791680092889600 2010-01-01 8.9254186981683300 2010-02-01 9.0669428043789200 2010-03-01 9.0180542316810900 2010-04-01 9.0809720829440800 2010-05-01 8.9597467528422100 2010-06-01 8.9958875058907100 2010-07-01 9.0536873147623690 2010-08-01 9.1202160190779810 2010-09-01 9.0283127367076510 2010-10-01 9.1693757575568100 2010-11-01 9.1834800346984600 2010-12-01 9.2880342158911200 2011-01-01 8.9498154756282900 2011-02-01 8.9759262570850800 2011-03-01 9.1011571342821500 2011-04-01 9.2850123178621080 2011-05-01 9.2397107898646100 2011-06-01 9.0912539473725910 2011-07-01 9.1694696784668000 2011-08-01 9.2186292485017800 2011-09-01 9.2363460049600600 2011-10-01 9.1514027063894900 2011-11-01 9.0941087394217400 2011-12-01 8.9858948724607200 2012-01-01 8.9544859436766320 2012-02-01 8.9740110976416500 2012-03-01 9.0908894813741500 2012-04-01 8.9009458547782780 2012-05-01 8.9296611693409600 2012-06-01 8.8897629539369700 2012-07-01 8.7792421887166500 2012-08-01 8.8188482404884710 2012-09-01 8.6338909085828900 2012-10-01 8.7366397842549600 2012-11-01 8.7082519174084900 2012-12-01 8.7933034553595190 2013-01-01 8.9494728811734300 2013-02-01 8.8619507790473500 2013-03-01 8.7820112004621100 2013-04-01 8.6234893384893090 2013-05-01 8.7246504897234200 2013-06-01 8.8872511868402300 2013-07-01 8.6739404241902990 2013-08-01 8.7239416250101200 2013-09-01 8.8388129710825500 2013-10-01 8.8360381637393900 2013-11-01 8.7201130319232100 2013-12-01 8.6905292067862500 2014-01-01 8.6307698852781500 2014-02-01 8.5441513424450300 2014-03-01 8.5881314364645490 2014-04-01 8.6499531700536000 2014-05-01 8.6322378866371500 2014-06-01 8.5844313065929500 2014-07-01 8.7593837317097800 2014-08-01 8.5303064400605190 2014-09-01 8.6317534432975100 2014-10-01 8.5358480740075710 2014-11-01 8.6142395289581900 2014-12-01 8.6973320511848600 2015-01-01 8.7235680802095100 2015-02-01 8.8319781021927700 2015-03-01 8.7048519571584500 2015-04-01 8.6590052546465900 2015-05-01 8.6465648894158810 2015-06-01 8.6965789188761100 2015-07-01 8.6342862618174420 2015-08-01 8.6276884147960600 2015-09-01 8.5248259051966300 2015-10-01 8.5386080631794100 2015-11-01 8.4944918687949300 2015-12-01 8.5017992112298800 2016-01-01 8.5198756949387900 2016-02-01 8.5234707415985800 2016-03-01 8.5328199540248700 2016-04-01 8.5657915090594600 2016-05-01 8.5704943912395000 2016-06-01 8.5104013010627200 2016-07-01 8.5148840949860600 2016-08-01 8.5116032546729000 2016-09-01 8.5154224233166500 2016-10-01 8.5289670154810000 2016-11-01 8.5680995084105100 2016-12-01 8.6054341548371780 2017-01-01 8.6273889692668200 2017-02-01 8.7188170834728100 2017-03-01 8.7666378133023600 2017-04-01 8.6697896095422190 2017-05-01 8.7918591578928000 2017-06-01 8.8270063927251900 2017-07-01 8.9055720294391100 2017-08-01 8.8887412159197310 2017-09-01 8.9080704171836300 2017-10-01 8.9119062727412300 2017-11-01 8.9481572856390700 2017-12-01 8.8018793182651790 2018-01-01 8.8313025543943300 2018-02-01 8.7137974488560500 2018-03-01 8.7928712778162000 2018-04-01 8.8928317692053500 2018-05-01 8.8137658814189000 2018-06-01 8.7283870764837300 2018-07-01 8.7988509835919700 2018-08-01 8.7717763483342600 2018-09-01 8.8084716819302890 2018-10-01 8.6899268956596900 2018-11-01 8.7359516695236400 2018-12-01 8.6896098919773400 2019-01-01 8.7355275050216700 2019-02-01 8.7122871516536500 2019-03-01 8.7135795347733700 2019-04-01 8.8160795597500800 2019-05-01 8.7180718725401300 2019-06-01 8.9322023409763000 2019-07-01 8.7938486190300700 2019-08-01 8.8590786550264300 2019-09-01 8.8122489328853300 2019-10-01 8.9837234722051400 2019-11-01 8.8414496017653300 2019-12-01 8.8740856362020800 2020-01-01 8.7322081775983600 2020-02-01 8.8045153062940600 2020-03-01 8.6135435962138000 2020-04-01 4.9414147127314410 2020-05-01 6.2179296161762310 2020-06-01 7.0254611371628295 2020-07-01 7.0849448518140500 2020-08-01 7.2549089699909100 2020-09-01 7.4339811483238400 2020-10-01 7.4924317205044500 2020-11-01 7.4573660117302310 2020-12-01 7.3535724426314495 2021-01-01 7.6302331250822810 2021-02-01 7.5872410552243790 2021-03-01 7.8003279563718095 2021-04-01 7.7537159776540300 2021-05-01 7.9066096826707500 2021-06-01 8.0268874835400500 2021-07-01 8.0839399248561600 2021-08-01 7.9572279107824900 2021-09-01 7.9525634787044910 2021-10-01 8.0100387564311600 2021-11-01 8.0785686659896000 2021-12-01 8.1455308620961800 2022-01-01 8.1230481398691600 2022-02-01 8.1723744400128400 2022-03-01 8.1676794087047390 2022-04-01 8.1614963492431300 2022-05-01 8.3965833122884500 2022-06-01 8.3245771379422190 2022-07-01 8.3751699910394000 2022-08-01 8.5704250098626900 2022-09-01 8.5751400086731400 2022-10-01 8.6344890391222910 2022-11-01 8.6920340292734190 2022-12-01 8.6405404351424300 2023-01-01 9.0177334951630000 2023-02-01 8.9580764820063100 2023-03-01 8.9392764200883010 2023-04-01 8.9584841621136190 2023-05-01 8.6863821349419100 2023-06-01 8.8292510823284300 2023-07-01 8.8748658475543700 2023-08-01 8.7789374964713200 2023-09-01 8.7854699144187820 2023-10-01 8.7553680007302110 2023-11-01 8.8012064034644500 2023-12-01 8.8442956224541800 2024-01-01 8.8106174255084610 2024-02-01 8.8481964060241400 2024-03-01 8.9175844060973810