Title: All Employees: Leisure and Hospitality in Spartanburg, SC (MSA) Series ID: SMU45439007000000001SA Source: U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis Release: State and Metro Area Employment, Hours, and Earnings (Not a Press Release) Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2022-12-01 Last Updated: 2023-01-25 2:55 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 (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/SMU45439007000000001). 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 8.0751061837648900 1990-02-01 8.1339873040344110 1990-03-01 8.0885624425210100 1990-04-01 7.7192696100159600 1990-05-01 7.9407633411262200 1990-06-01 7.9566193738975710 1990-07-01 7.9485577500017100 1990-08-01 8.0160614154420990 1990-09-01 8.0298499200168100 1990-10-01 8.1585881346918610 1990-11-01 8.1294224443151700 1990-12-01 8.0355150195830800 1991-01-01 8.0642074841015200 1991-02-01 8.0214011478060000 1991-03-01 7.9798951925984800 1991-04-01 8.0257879517865390 1991-05-01 7.9503410223957000 1991-06-01 7.9655889054349990 1991-07-01 7.8474165084407900 1991-08-01 7.8159250431405600 1991-09-01 7.8251639711269805 1991-10-01 7.7594749613748210 1991-11-01 7.8295047992046000 1991-12-01 7.8233016860760500 1992-01-01 7.5239841326240300 1992-02-01 7.5996191631217800 1992-03-01 7.6620145381809700 1992-04-01 7.7594849907970000 1992-05-01 7.7697838844327400 1992-06-01 7.6920785278377600 1992-07-01 7.7422072952470710 1992-08-01 7.7129027157364810 1992-09-01 7.7190551418022600 1992-10-01 7.7603519404366210 1992-11-01 7.7312800359006900 1992-12-01 7.7079044161383200 1993-01-01 7.9198879808768400 1993-02-01 8.1158749317719600 1993-03-01 8.1570552597493700 1993-04-01 8.3950342979076390 1993-05-01 8.4588076616293200 1993-06-01 8.5820399465112700 1993-07-01 8.6107346950753800 1993-08-01 8.6886503827091400 1993-09-01 8.7070528133805890 1993-10-01 8.6518279469917000 1993-11-01 8.7485511384012000 1993-12-01 8.8167547671796800 1994-01-01 8.9366239566900610 1994-02-01 8.9424943760622300 1994-03-01 8.9626794439352400 1994-04-01 8.8326740158165500 1994-05-01 8.7487416910608900 1994-06-01 8.7890301477664400 1994-07-01 8.9969511271505500 1994-08-01 9.1975582960503900 1994-09-01 9.2076596211564610 1994-10-01 9.1315819034979810 1994-11-01 9.1468295295831510 1994-12-01 9.3230916309340710 1995-01-01 9.2253943475909620 1995-02-01 9.2405044400208580 1995-03-01 9.3598958763116600 1995-04-01 9.1612229978220600 1995-05-01 9.1291522835504400 1995-06-01 9.3769283671960600 1995-07-01 9.4928161044485610 1995-08-01 9.6304679962986100 1995-09-01 9.4176856342961000 1995-10-01 9.8049245719825290 1995-11-01 9.8456810916095810 1995-12-01 9.8288211364721800 1996-01-01 9.2111863354349400 1996-02-01 9.2306063545842500 1996-03-01 9.2440519847270800 1996-04-01 9.2638706854617300 1996-05-01 9.5013967781157000 1996-06-01 9.4725374319093500 1996-07-01 9.6153478044087400 1996-08-01 9.5905654134597890 1996-09-01 9.5323037428677800 1996-10-01 9.6873218726734610 1996-11-01 9.7263987784728110 1996-12-01 9.6201479940428900 1997-01-01 9.8236914924041200 1997-02-01 9.7356873061015090 1997-03-01 9.7332406856985700 1997-04-01 9.9415841231310380 1997-05-01 9.9663659115464610 1997-06-01 9.9561944714911000 1997-07-01 9.6485711979558390 1997-08-01 9.7514442517480190 1997-09-01 9.9535407593903000 1997-10-01 9.9786756537297110 1997-11-01 9.9170034055213600 1997-12-01 9.9133448082652400 1998-01-01 9.9173135256967220 1998-02-01 10.0238021119293010 1998-03-01 9.9097869414682500 1998-04-01 10.0095607350420000 1998-05-01 9.9540397435722490 1998-06-01 10.0611121107674000 1998-07-01 9.9875957761536310 1998-08-01 10.0015583734233000 1998-09-01 10.0755911932599020 1998-10-01 10.0797657380445000 1998-11-01 10.2125652066219010 1998-12-01 10.4067775516726990 1999-01-01 10.4200960116871000 1999-02-01 10.4961565617623020 1999-03-01 10.7846517778379010 1999-04-01 11.0763274598103000 1999-05-01 10.9324756516979010 1999-06-01 10.9544141767610000 1999-07-01 10.8205171140869000 1999-08-01 11.4313881630189020 1999-09-01 11.2960623951831010 1999-10-01 11.1865317423716000 1999-11-01 11.2204044308541990 1999-12-01 11.1835718866438000 2000-01-01 11.1190242832086000 2000-02-01 11.0707062847832000 2000-03-01 11.0493709086215000 2000-04-01 10.9788048475336990 2000-05-01 10.8663215842499000 2000-06-01 10.9054752521315000 2000-07-01 10.7463818059853010 2000-08-01 10.8250045356869010 2000-09-01 10.9098321907185000 2000-10-01 11.0799317682613020 2000-11-01 11.1028622151173020 2000-12-01 11.1590677547802000 2001-01-01 10.4882987385715000 2001-02-01 10.5302617474749010 2001-03-01 10.5355660801682000 2001-04-01 10.4991491650971000 2001-05-01 10.6078450998155000 2001-06-01 10.5544496587576990 2001-07-01 10.5459267199855000 2001-08-01 10.6131673249490000 2001-09-01 10.5170212971987000 2001-10-01 10.5691308263173000 2001-11-01 10.5752973037319010 2001-12-01 10.5443456523089000 2002-01-01 10.8901585608631000 2002-02-01 10.8224737524504000 2002-03-01 10.8464084100320000 2002-04-01 10.9156007959588000 2002-05-01 10.9283060902110000 2002-06-01 11.2762170893521000 2002-07-01 10.9209679367767000 2002-08-01 10.6925142728663010 2002-09-01 10.6139948455028000 2002-10-01 10.8561251404238010 2002-11-01 10.8422729063441000 2002-12-01 11.0552586081766990 2003-01-01 11.1091840292438010 2003-02-01 11.0229285519047000 2003-03-01 10.9669522618170000 2003-04-01 10.9251095536906980 2003-05-01 10.7526693487294000 2003-06-01 10.8937369253541000 2003-07-01 11.0951345311444000 2003-08-01 11.2755929263942000 2003-09-01 11.3109601409752000 2003-10-01 11.4599710831604000 2003-11-01 11.4140382539636000 2003-12-01 11.3654908414547000 2004-01-01 11.2195534245555000 2004-02-01 11.1284705018840010 2004-03-01 11.1669566736699010 2004-04-01 11.2329924316662000 2004-05-01 11.2594736567779000 2004-06-01 11.3089414421574000 2004-07-01 11.2787893172904020 2004-08-01 11.0506622957170980 2004-09-01 11.2009980254810000 2004-10-01 11.0752532497678010 2004-11-01 11.0823453123284010 2004-12-01 11.0838534092526010 2005-01-01 11.1229372696797000 2005-02-01 11.4413884194844000 2005-03-01 11.2453610090654020 2005-04-01 11.3342962313448000 2005-05-01 11.3563218475856990 2005-06-01 11.4224308490760000 2005-07-01 11.6014647711723010 2005-08-01 11.7361513163497000 2005-09-01 11.3932630083387000 2005-10-01 11.3919343269843000 2005-11-01 11.4636468692528000 2005-12-01 11.2917901905939000 2006-01-01 11.1168786036661980 2006-02-01 11.2240665381621980 2006-03-01 11.2120412635421000 2006-04-01 11.3333905271009990 2006-05-01 11.3534630141156000 2006-06-01 11.4512676955775000 2006-07-01 11.3637194335896990 2006-08-01 11.4219383899757000 2006-09-01 11.3851148157473020 2006-10-01 11.5029935499534020 2006-11-01 11.5535778986246990 2006-12-01 11.5901642966191980 2007-01-01 11.7261390561826000 2007-02-01 11.6099903869739020 2007-03-01 11.7755150867184000 2007-04-01 11.6191170160734010 2007-05-01 11.6279852849285010 2007-06-01 11.6848950137085980 2007-07-01 11.9606100727741000 2007-08-01 11.9197581075011000 2007-09-01 11.9751187298758000 2007-10-01 11.9003857708815000 2007-11-01 11.7604683570225000 2007-12-01 11.9621607127761000 2008-01-01 12.3225272723421000 2008-02-01 12.4957269957247000 2008-03-01 12.3396658934781980 2008-04-01 12.1940333695607000 2008-05-01 12.2988562746985010 2008-06-01 12.1423207739419000 2008-07-01 11.9667159391288020 2008-08-01 12.1174351701632000 2008-09-01 12.0639259265429000 2008-10-01 12.0802206266295010 2008-11-01 12.0602456151419000 2008-12-01 12.1269236485842000 2009-01-01 11.8998055694925000 2009-02-01 11.9759562503335000 2009-03-01 11.8160375225083990 2009-04-01 11.9708416423126990 2009-05-01 11.8863721648982000 2009-06-01 12.0951876989511980 2009-07-01 11.9559447456090000 2009-08-01 12.0361188342659000 2009-09-01 12.0579066684819000 2009-10-01 11.9608640545388010 2009-11-01 11.8578018425846000 2009-12-01 11.8862102155995990 2010-01-01 11.7874299590759000 2010-02-01 11.7645424077880000 2010-03-01 11.7071704895013000 2010-04-01 11.6520863079923000 2010-05-01 11.6803210040272000 2010-06-01 11.5252135315917000 2010-07-01 11.6081470303628990 2010-08-01 11.5577143399573020 2010-09-01 11.8631119304597000 2010-10-01 11.8503721800374000 2010-11-01 11.6438740450385000 2010-12-01 11.6547839240110000 2011-01-01 11.3695065383079000 2011-02-01 11.6712788407030010 2011-03-01 11.5976995215728990 2011-04-01 11.6321763112476000 2011-05-01 11.5766484113866000 2011-06-01 11.3384815735890980 2011-07-01 11.3259616109770020 2011-08-01 11.5854309650850990 2011-09-01 11.4874078810345000 2011-10-01 11.6475350179851010 2011-11-01 11.7230037327939000 2011-12-01 11.7360532943896980 2012-01-01 11.7550072764817000 2012-02-01 11.7813717914852000 2012-03-01 11.9865000618732000 2012-04-01 12.0156007713467000 2012-05-01 11.8701170329080000 2012-06-01 12.1449118467405000 2012-07-01 12.2581962264683000 2012-08-01 12.1100671443815990 2012-09-01 12.1276967262205000 2012-10-01 11.9412816849177000 2012-11-01 11.9950921751870980 2012-12-01 12.0272311001900000 2013-01-01 12.1375181591876000 2013-02-01 12.0965915000740000 2013-03-01 11.6810774117082000 2013-04-01 12.0104302298666000 2013-05-01 12.1771212363996980 2013-06-01 12.3337304528001000 2013-07-01 12.1422036149665000 2013-08-01 12.2318327402630000 2013-09-01 12.3726321435165000 2013-10-01 12.3382061293177000 2013-11-01 12.3699848697215000 2013-12-01 12.4109740337757000 2014-01-01 12.3229533089025000 2014-02-01 12.2993609546286980 2014-03-01 12.3926041210429000 2014-04-01 12.4056088806363000 2014-05-01 12.2934871201639000 2014-06-01 12.3052997915959000 2014-07-01 12.4363049285453010 2014-08-01 12.4381728641409990 2014-09-01 12.3034150349282000 2014-10-01 12.5322583044051990 2014-11-01 12.6610492635668020 2014-12-01 12.5960828407821990 2015-01-01 12.8225638567144010 2015-02-01 12.8066249683080000 2015-03-01 12.8106699381606980 2015-04-01 12.8089057987018010 2015-05-01 12.9100542936871000 2015-06-01 12.7892283659065990 2015-07-01 12.8117446696836000 2015-08-01 12.7259009434281000 2015-09-01 12.7167653191809010 2015-10-01 13.0266272037744000 2015-11-01 12.9594188977630000 2015-12-01 12.9834226713413000 2016-01-01 13.0244998796795990 2016-02-01 13.1117718870490000 2016-03-01 13.1430786293908000 2016-04-01 13.2212282853414000 2016-05-01 13.1274473819237000 2016-06-01 13.3917115510132000 2016-07-01 13.1818736872865010 2016-08-01 13.2889842577613000 2016-09-01 13.3166229005756000 2016-10-01 13.3141276476126990 2016-11-01 13.3633303365505000 2016-12-01 13.4694126883777000 2017-01-01 13.2380308808228020 2017-02-01 13.3184279373589010 2017-03-01 13.2772476683275990 2017-04-01 13.4523966271643990 2017-05-01 13.4574968569602000 2017-06-01 13.6065135399326000 2017-07-01 13.2240274953223020 2017-08-01 13.4262272534442000 2017-09-01 13.3869380694758020 2017-10-01 13.3188950691163010 2017-11-01 13.2713451216948000 2017-12-01 13.3577803803060000 2018-01-01 13.7753489678028000 2018-02-01 13.9364142784655000 2018-03-01 13.9234951838496990 2018-04-01 13.7997884729570010 2018-05-01 13.9680665224526000 2018-06-01 14.0196745477076980 2018-07-01 14.1704330589508000 2018-08-01 14.1430049282798010 2018-09-01 14.2512210520189000 2018-10-01 14.2231274434030010 2018-11-01 14.2749081786240000 2018-12-01 14.2501617673043000 2019-01-01 14.2168947319537000 2019-02-01 14.1494604746017000 2019-03-01 14.2663679242873000 2019-04-01 14.3518119849879000 2019-05-01 14.2828901278750990 2019-06-01 14.2327805049780980 2019-07-01 14.2882630171225000 2019-08-01 14.3548171158594010 2019-09-01 14.4135466836648010 2019-10-01 14.5349921268579010 2019-11-01 14.4780782480904020 2019-12-01 14.5604116327556990 2020-01-01 14.7786517524042000 2020-02-01 14.5805851100164000 2020-03-01 14.3081383054618000 2020-04-01 9.7927289809500100 2020-05-01 11.2262523616374010 2020-06-01 12.5228975423597000 2020-07-01 12.7170470735936000 2020-08-01 12.8220470086581990 2020-09-01 12.8928463055039000 2020-10-01 12.9434559613266980 2020-11-01 13.0993895301043000 2020-12-01 13.1965574718996000 2021-01-01 13.1761411333828000 2021-02-01 13.3714596233484000 2021-03-01 13.4337702124440010 2021-04-01 13.4119691342173010 2021-05-01 13.5873325791050000 2021-06-01 13.6051418791671000 2021-07-01 13.5689292926520000 2021-08-01 13.5588333622741980 2021-09-01 13.4785710802854020 2021-10-01 13.4459433756546000 2021-11-01 13.3051210130854990 2021-12-01 13.5126311570691000 2022-01-01 13.6307290723761980 2022-02-01 13.6947172015089010 2022-03-01 13.7615006283890990 2022-04-01 13.9189025005197000 2022-05-01 13.9673510603137000 2022-06-01 14.3725295802716000 2022-07-01 14.2393972607056000 2022-08-01 14.2147143695725990 2022-09-01 14.1722865994355020 2022-10-01 14.1499015866375990 2022-11-01 14.1126285528438000 2022-12-01 13.8347665544465000