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: Leisure and Hospitality: Accommodation in Anaheim-Santa Ana-Irvine, CA (MD) Series ID: SMU06112447072100001SA 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 2024-04-01 Last Updated: 2024-05-18 5:28 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/SMU06112447072100001). 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 19.967145783771898 1990-02-01 20.340186410627300 1990-03-01 20.479165332340200 1990-04-01 20.496186802825300 1990-05-01 20.449672184216700 1990-06-01 20.306141375362600 1990-07-01 20.461784430881000 1990-08-01 20.466010316119302 1990-09-01 20.443057428499600 1990-10-01 20.546627544696200 1990-11-01 21.065405710061604 1990-12-01 20.897276863913000 1991-01-01 20.660325651402400 1991-02-01 20.617556743995300 1991-03-01 20.463456646668302 1991-04-01 20.489010496642700 1991-05-01 20.562403906291300 1991-06-01 20.717977408239000 1991-07-01 20.477468206651302 1991-08-01 20.472160712324100 1991-09-01 20.445871711110197 1991-10-01 20.455943026806104 1991-11-01 20.076318793862200 1991-12-01 19.502456396391700 1992-01-01 19.838566726693198 1992-02-01 19.572152382822303 1992-03-01 19.145687617631100 1992-04-01 19.478584265806802 1992-05-01 19.587696952705397 1992-06-01 19.524383355708398 1992-07-01 19.498137678790500 1992-08-01 19.382842874350700 1992-09-01 19.344400436668200 1992-10-01 19.475624082443500 1992-11-01 19.501055382013103 1992-12-01 19.426926004609100 1993-01-01 19.500265664279100 1993-02-01 19.714596227870400 1993-03-01 20.020643902864002 1993-04-01 19.959238605556397 1993-05-01 19.811792101425898 1993-06-01 19.731645146126700 1993-07-01 19.715027341109103 1993-08-01 19.688013637985300 1993-09-01 19.646921446155602 1993-10-01 19.406115944968800 1993-11-01 19.231721868845500 1993-12-01 19.160711195068500 1994-01-01 18.876485100124800 1994-02-01 18.657677471526803 1994-03-01 18.396740539598998 1994-04-01 18.024378535571802 1994-05-01 17.831666088358800 1994-06-01 17.628282115325300 1994-07-01 17.514270299630500 1994-08-01 17.472559436749197 1994-09-01 17.750973758375800 1994-10-01 17.950197691792802 1994-11-01 17.986251710686000 1994-12-01 18.107559841118103 1995-01-01 17.957640134572397 1995-02-01 17.920847685046102 1995-03-01 17.783872251926898 1995-04-01 17.775689991964000 1995-05-01 17.723779565720502 1995-06-01 17.815474298341900 1995-07-01 17.793241185770302 1995-08-01 17.646951852138000 1995-09-01 17.671568736812300 1995-10-01 17.594894029466600 1995-11-01 17.741926410148000 1995-12-01 17.849080475310700 1996-01-01 18.166199401064200 1996-02-01 18.201818173408398 1996-03-01 18.190407820673800 1996-04-01 18.131215433592600 1996-05-01 17.697583222314300 1996-06-01 17.979545323979800 1996-07-01 17.844442059838500 1996-08-01 17.910332287950900 1996-09-01 18.100316380857100 1996-10-01 17.841018562535200 1996-11-01 17.800735282463000 1996-12-01 17.697971591361803 1997-01-01 17.485706926343802 1997-02-01 17.506016785685400 1997-03-01 17.613694272627896 1997-04-01 17.594435449647200 1997-05-01 17.634396329735200 1997-06-01 17.723156212200600 1997-07-01 18.095993936820400 1997-08-01 18.080199127962100 1997-09-01 17.825413811918800 1997-10-01 17.883769268958000 1997-11-01 17.749301388012600 1997-12-01 17.740501682820300 1998-01-01 18.141367325025400 1998-02-01 18.130664646963800 1998-03-01 18.226657551823800 1998-04-01 18.655019455741698 1998-05-01 18.458954660785600 1998-06-01 18.363041948505103 1998-07-01 19.547623087076400 1998-08-01 19.351806562948300 1998-09-01 19.350486838357398 1998-10-01 19.421778213661998 1998-11-01 19.488769223217500 1998-12-01 19.689520805260802 1999-01-01 19.598851389893500 1999-02-01 19.659789577393500 1999-03-01 19.843492035635800 1999-04-01 19.117287284928300 1999-05-01 19.072301117841100 1999-06-01 19.108703135193000 1999-07-01 19.309620208614000 1999-08-01 19.336442226254100 1999-09-01 19.256995382581200 1999-10-01 19.357182993850500 1999-11-01 19.420949673370200 1999-12-01 19.328682147393600 2000-01-01 19.163361392290800 2000-02-01 18.979802110334102 2000-03-01 18.656883027274800 2000-04-01 18.790148369662603 2000-05-01 19.016764711698602 2000-06-01 19.070337219034100 2000-07-01 18.659558068968803 2000-08-01 18.706122778318104 2000-09-01 18.955254865283898 2000-10-01 18.488351567296300 2000-11-01 18.344996619774300 2000-12-01 18.256891915155800 2001-01-01 19.423917374565800 2001-02-01 19.396705413161700 2001-03-01 19.687875342767300 2001-04-01 19.683635488878000 2001-05-01 19.484296161965300 2001-06-01 19.632065867909000 2001-07-01 18.802554358573800 2001-08-01 18.667154564926900 2001-09-01 18.623503300456000 2001-10-01 18.724511520748997 2001-11-01 18.771952175630396 2001-12-01 18.559748415038200 2002-01-01 18.691058196730896 2002-02-01 18.723855387228998 2002-03-01 19.112781057941000 2002-04-01 18.685461472241002 2002-05-01 18.693784200082200 2002-06-01 18.505185130245103 2002-07-01 18.626020172332100 2002-08-01 18.614075911738396 2002-09-01 18.701135282705200 2002-10-01 18.645962253794103 2002-11-01 18.690607206570700 2002-12-01 18.851906980806998 2003-01-01 19.242804584922000 2003-02-01 19.554997481209604 2003-03-01 19.635765876041898 2003-04-01 19.902895193333500 2003-05-01 20.031367737069600 2003-06-01 20.285702579699000 2003-07-01 20.643666121199500 2003-08-01 21.082351877072200 2003-09-01 21.072108646185104 2003-10-01 21.250920514897200 2003-11-01 21.303430013862602 2003-12-01 21.530198623652700 2004-01-01 21.366688236815400 2004-02-01 21.490074654396600 2004-03-01 21.440676944848000 2004-04-01 21.428771211855400 2004-05-01 21.802614174903300 2004-06-01 21.981855882926002 2004-07-01 21.972880309385900 2004-08-01 22.169020337177802 2004-09-01 21.870634853365500 2004-10-01 21.629382483525000 2004-11-01 21.678765529020400 2004-12-01 21.693921394196400 2005-01-01 21.467773759252104 2005-02-01 21.423471583519200 2005-03-01 21.332518900423400 2005-04-01 21.377138726091000 2005-05-01 21.378688514128200 2005-06-01 21.381399321950198 2005-07-01 21.443175014199397 2005-08-01 21.388265901780000 2005-09-01 21.569137838634700 2005-10-01 21.284227551572400 2005-11-01 21.127765475095700 2005-12-01 21.155372416553604 2006-01-01 21.634607759828402 2006-02-01 21.864525845428300 2006-03-01 22.217725152754003 2006-04-01 22.129645047269000 2006-05-01 22.147666650588103 2006-06-01 22.295256853186196 2006-07-01 22.445246952554000 2006-08-01 22.527645793534300 2006-09-01 22.779895456816202 2006-10-01 22.818614724562302 2006-11-01 22.647445629683700 2006-12-01 22.618693323443700 2007-01-01 22.795004166896100 2007-02-01 22.701210551347298 2007-03-01 22.909931159287100 2007-04-01 23.088220621363696 2007-05-01 23.097952119927200 2007-06-01 23.222243141817900 2007-07-01 23.265487291443800 2007-08-01 23.159264795918897 2007-09-01 23.077196437762698 2007-10-01 23.250783923027500 2007-11-01 23.473697718366400 2007-12-01 23.491947636094604 2008-01-01 23.553054324155102 2008-02-01 23.738402673404103 2008-03-01 23.726273541833500 2008-04-01 23.345294884632400 2008-05-01 23.525432155823000 2008-06-01 23.544871010182700 2008-07-01 23.476940820694300 2008-08-01 23.661029003091897 2008-09-01 23.667162718485304 2008-10-01 23.802107670230900 2008-11-01 24.220719890999604 2008-12-01 24.074437425948400 2009-01-01 23.646342875414500 2009-02-01 23.273199282512802 2009-03-01 22.950231143789000 2009-04-01 22.598007894370200 2009-05-01 22.523813135499700 2009-06-01 22.349676011864900 2009-07-01 21.875051632517298 2009-08-01 21.932958369638100 2009-09-01 22.043579369638400 2009-10-01 21.977041334881300 2009-11-01 21.909301303109200 2009-12-01 21.777220677373000 2010-01-01 21.563620594791498 2010-02-01 21.508645898162400 2010-03-01 21.569166265921396 2010-04-01 21.842206394209800 2010-05-01 21.892733940618400 2010-06-01 21.935282700284400 2010-07-01 22.053332623953700 2010-08-01 22.195138507187700 2010-09-01 22.113644231626100 2010-10-01 22.174878160867000 2010-11-01 22.331847709496003 2010-12-01 22.398012218402200 2011-01-01 22.415463526796103 2011-02-01 22.433220132493500 2011-03-01 22.372503229714700 2011-04-01 22.355139465478100 2011-05-01 22.344038400714002 2011-06-01 22.408932602362600 2011-07-01 22.539788003863602 2011-08-01 22.463013946241798 2011-09-01 22.489717673282800 2011-10-01 22.182449842105697 2011-11-01 22.373736506671600 2011-12-01 22.428684287040802 2012-01-01 22.665232403155304 2012-02-01 22.739378881138503 2012-03-01 22.959694001990500 2012-04-01 23.049558986038900 2012-05-01 23.197105142454000 2012-06-01 23.584691683498100 2012-07-01 23.439605536063900 2012-08-01 23.453697964414395 2012-09-01 23.476384543678797 2012-10-01 23.590665006465200 2012-11-01 23.612864710929000 2012-12-01 23.754625359867703 2013-01-01 23.910668525050300 2013-02-01 24.016047441058802 2013-03-01 24.229950447652502 2013-04-01 24.131947335592198 2013-05-01 24.260167975574397 2013-06-01 24.580460512895197 2013-07-01 24.267976040315700 2013-08-01 24.268903642276697 2013-09-01 24.180968274369100 2013-10-01 24.086122246434304 2013-11-01 24.033891811852303 2013-12-01 23.964344881241400 2014-01-01 23.730674990836395 2014-02-01 23.467977446272503 2014-03-01 23.586650562556800 2014-04-01 23.831840861605396 2014-05-01 23.844217299282700 2014-06-01 23.300646003233900 2014-07-01 23.805797147460197 2014-08-01 23.904743871634697 2014-09-01 24.086672973665900 2014-10-01 24.171016904010802 2014-11-01 24.334321436516600 2014-12-01 24.556540747041602 2015-01-01 24.446623680259698 2015-02-01 24.413445218824100 2015-03-01 24.449109482950398 2015-04-01 24.624866993929600 2015-05-01 24.647046520024000 2015-06-01 24.727203306446000 2015-07-01 24.846586663741800 2015-08-01 24.942008192790500 2015-09-01 24.997610156531400 2015-10-01 25.057118226027196 2015-11-01 25.016776945402200 2015-12-01 25.148306301737500 2016-01-01 25.251220582542100 2016-02-01 25.570566149057500 2016-03-01 25.518744841371998 2016-04-01 25.531105518722800 2016-05-01 25.563533786640200 2016-06-01 25.440590714925400 2016-07-01 25.469720376143698 2016-08-01 25.362696573803100 2016-09-01 25.595453772964397 2016-10-01 25.741685667100200 2016-11-01 25.806749345860200 2016-12-01 25.851347268971896 2017-01-01 26.254260493386300 2017-02-01 25.956116879421803 2017-03-01 25.818087232915800 2017-04-01 25.546096669645300 2017-05-01 25.382289682362103 2017-06-01 25.524407558485700 2017-07-01 25.765679585543800 2017-08-01 25.756645498078200 2017-09-01 25.576704407740102 2017-10-01 25.819656094119300 2017-11-01 25.797108510881000 2017-12-01 25.770749150947800 2018-01-01 25.670624437884000 2018-02-01 25.789003296144000 2018-03-01 25.847724735003200 2018-04-01 25.879856603779000 2018-05-01 25.687773646084700 2018-06-01 25.680873149129702 2018-07-01 25.635960424033800 2018-08-01 25.616496506887103 2018-09-01 25.641905839688395 2018-10-01 25.689666134183803 2018-11-01 25.893074671614500 2018-12-01 25.993470804023500 2019-01-01 26.207333952136000 2019-02-01 26.357662700644603 2019-03-01 26.516679306601898 2019-04-01 26.490489898531397 2019-05-01 26.491714035260000 2019-06-01 26.418533540734803 2019-07-01 26.207767611644300 2019-08-01 26.163357978164000 2019-09-01 26.191914388707600 2019-10-01 26.266682203102604 2019-11-01 26.380450707603500 2019-12-01 26.618658473224700 2020-01-01 26.846580808360100 2020-02-01 27.048237384318700 2020-03-01 26.584940107425300 2020-04-01 15.094145594940400 2020-05-01 11.279143171826599 2020-06-01 12.350389856898100 2020-07-01 11.801321016206801 2020-08-01 12.020754009644700 2020-09-01 11.952564953638001 2020-10-01 13.245407654895000 2020-11-01 14.280782630232501 2020-12-01 13.425471867889600 2021-01-01 11.468784536172800 2021-02-01 12.027612922335100 2021-03-01 12.233818672892498 2021-04-01 13.475640571501500 2021-05-01 14.965783377420400 2021-06-01 16.101739669171500 2021-07-01 19.116178616485300 2021-08-01 19.909267209818800 2021-09-01 20.432737608241300 2021-10-01 21.137803608245303 2021-11-01 21.576528450692500 2021-12-01 22.020251615967197 2022-01-01 21.377110340439500 2022-02-01 21.777399603277303 2022-03-01 22.044161774592700 2022-04-01 22.557257770974196 2022-05-01 22.543770725137100 2022-06-01 22.875047383779897 2022-07-01 23.247682252050600 2022-08-01 23.723366736818900 2022-09-01 24.240385051343104 2022-10-01 24.436270320654604 2022-11-01 24.978921862377803 2022-12-01 25.200176872363600 2023-01-01 25.470082848048700 2023-02-01 25.594156547853302 2023-03-01 25.732526544704900 2023-04-01 25.617884839518105 2023-05-01 25.737576764382000 2023-06-01 25.772380716481500 2023-07-01 25.283697042146898 2023-08-01 25.153990803389696 2023-09-01 25.656125761575900 2023-10-01 25.850870750545500 2023-11-01 25.874204209839302 2023-12-01 26.182727204998603 2024-01-01 26.354066668679800 2024-02-01 26.487194945751500 2024-03-01 26.906878424875900 2024-04-01 27.195080738357703