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 and Food Services in Columbus, OH (MSA) Series ID: SMU39181407072000001SA 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 6:07 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/SMU39181407072000001). 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 50.725667955968200 1990-02-01 51.068720357670200 1990-03-01 51.173075218848710 1990-04-01 50.818848696172400 1990-05-01 50.404345972692100 1990-06-01 50.391117323439800 1990-07-01 50.179505617020900 1990-08-01 50.132831832215004 1990-09-01 50.202247429624900 1990-10-01 49.705750993339300 1990-11-01 49.851601521806500 1990-12-01 50.122808041100704 1991-01-01 50.170245108066396 1991-02-01 49.990194691392600 1991-03-01 50.310652517583100 1991-04-01 49.889474857575600 1991-05-01 49.344281520588700 1991-06-01 49.415499290956000 1991-07-01 49.596137696428000 1991-08-01 49.659075685150604 1991-09-01 49.481177818933400 1991-10-01 50.022701486686600 1991-11-01 50.207080746742200 1991-12-01 50.545157585145400 1992-01-01 50.918120137271200 1992-02-01 50.913965451287005 1992-03-01 50.953821385905705 1992-04-01 51.630838995729600 1992-05-01 52.336933255531300 1992-06-01 52.299524830583000 1992-07-01 53.304160950123500 1992-08-01 53.576913737832200 1992-09-01 53.241080956215200 1992-10-01 54.394848859442504 1992-11-01 54.120509961823000 1992-12-01 53.688088357686300 1993-01-01 54.102731950275896 1993-02-01 54.331309537921896 1993-03-01 54.074705268253204 1993-04-01 53.435486677053600 1993-05-01 54.185971040744400 1993-06-01 54.448784790628500 1993-07-01 54.508182913250400 1993-08-01 55.086432756858800 1993-09-01 56.508668759788200 1993-10-01 57.070755405152900 1993-11-01 57.138364177352100 1993-12-01 57.427360652566700 1994-01-01 57.206605531489600 1994-02-01 57.339724300420290 1994-03-01 57.880023035597894 1994-04-01 59.382566525854100 1994-05-01 60.155411081568396 1994-06-01 60.064625410372000 1994-07-01 59.846077793160700 1994-08-01 59.817933292568900 1994-09-01 59.840649567042600 1994-10-01 60.704303539412400 1994-11-01 60.957795632760800 1994-12-01 61.591728214431400 1995-01-01 62.642113928445700 1995-02-01 63.158772919120210 1995-03-01 63.335126947783790 1995-04-01 63.608282214188500 1995-05-01 63.663749370280400 1995-06-01 64.007385846595300 1995-07-01 64.683127185872300 1995-08-01 65.056837309549590 1995-09-01 65.257676785214900 1995-10-01 64.042776426924800 1995-11-01 64.213455002617900 1995-12-01 64.299557184238990 1996-01-01 65.640327607904100 1996-02-01 66.749873724356390 1996-03-01 66.232142973594600 1996-04-01 66.192534020445600 1996-05-01 66.050055685192200 1996-06-01 65.949600746746000 1996-07-01 65.696773214443500 1996-08-01 65.579594285022500 1996-09-01 65.542603243815300 1996-10-01 64.808050537729100 1996-11-01 65.034671382685600 1996-12-01 64.439993413607100 1997-01-01 64.004232591934400 1997-02-01 63.327100113425000 1997-03-01 63.992393238466605 1997-04-01 63.267811584856304 1997-05-01 63.755572606400100 1997-06-01 64.287098751036990 1997-07-01 63.690755990811900 1997-08-01 63.895944763811600 1997-09-01 64.319099323406000 1997-10-01 64.065969021141500 1997-11-01 64.500050547393500 1997-12-01 65.390596100484100 1998-01-01 64.612882566083000 1998-02-01 65.002008055462800 1998-03-01 65.172626213870900 1998-04-01 65.794133718337100 1998-05-01 65.774331242856200 1998-06-01 66.076753157302190 1998-07-01 66.179681771014300 1998-08-01 66.299620408666400 1998-09-01 66.580193159824490 1998-10-01 67.137691828931600 1998-11-01 67.499931178101110 1998-12-01 67.561021468632500 1999-01-01 66.794967365972700 1999-02-01 68.000594668257700 1999-03-01 67.741243841637710 1999-04-01 67.457145749937300 1999-05-01 67.679055061741510 1999-06-01 67.684564988476110 1999-07-01 68.441220897807100 1999-08-01 68.605573585915000 1999-09-01 68.321970525731900 1999-10-01 69.074271279937800 1999-11-01 69.196421302758800 1999-12-01 69.620146784919300 2000-01-01 69.426047786047600 2000-02-01 69.521561520608600 2000-03-01 69.559038472735710 2000-04-01 70.022447540015290 2000-05-01 70.099773997538900 2000-06-01 70.202733843710090 2000-07-01 70.050752281473210 2000-08-01 70.257131720980910 2000-09-01 70.499827234350300 2000-10-01 70.908770991538400 2000-11-01 70.713120552517100 2000-12-01 70.034149217303610 2001-01-01 71.869522920537210 2001-02-01 72.102374237557200 2001-03-01 71.518343085495300 2001-04-01 71.167576976526010 2001-05-01 71.205837015402790 2001-06-01 71.077236214107590 2001-07-01 71.178366826977210 2001-08-01 71.389758977405010 2001-09-01 71.183022588690100 2001-10-01 71.158101532421600 2001-11-01 71.188905685234200 2001-12-01 70.993765634387400 2002-01-01 73.138347873019500 2002-02-01 73.169216302011400 2002-03-01 73.594345715707600 2002-04-01 73.733296248025710 2002-05-01 74.018765783401010 2002-06-01 73.873688005598300 2002-07-01 73.999386923046090 2002-08-01 73.596599429806090 2002-09-01 73.912517856100100 2002-10-01 73.422366592210210 2002-11-01 73.964443076675700 2002-12-01 73.577947296429090 2003-01-01 74.359501853074700 2003-02-01 73.750694042075300 2003-03-01 73.583603357086900 2003-04-01 74.204577976171000 2003-05-01 74.200632499534410 2003-06-01 74.806454144856910 2003-07-01 75.443674988529600 2003-08-01 75.634984253743410 2003-09-01 75.702150667021910 2003-10-01 76.617427957353100 2003-11-01 76.514193576513100 2003-12-01 76.676405623887090 2004-01-01 76.497739071317300 2004-02-01 76.416082602001000 2004-03-01 76.796562163355600 2004-04-01 76.586214926963590 2004-05-01 76.764633309147400 2004-06-01 76.594065891604200 2004-07-01 76.781952008158410 2004-08-01 77.576639363713800 2004-09-01 77.742556123415600 2004-10-01 78.011565849360000 2004-11-01 78.087643341790710 2004-12-01 78.174255381453590 2005-01-01 77.957120570511100 2005-02-01 77.831998927495590 2005-03-01 77.981024035210300 2005-04-01 78.481679838228700 2005-05-01 78.280686550623290 2005-06-01 78.676411234398910 2005-07-01 78.664686683915500 2005-08-01 78.326483627453600 2005-09-01 78.899766845918590 2005-10-01 78.016232632221800 2005-11-01 77.990464071848000 2005-12-01 78.059281256710100 2006-01-01 78.625949847768600 2006-02-01 79.704953841504400 2006-03-01 79.743906174017910 2006-04-01 78.965903277267900 2006-05-01 79.197064695809200 2006-06-01 79.266919496222000 2006-07-01 79.129379691298600 2006-08-01 79.097932564602600 2006-09-01 79.475749850853400 2006-10-01 79.232958712187410 2006-11-01 79.529496652300800 2006-12-01 79.646639450078100 2007-01-01 79.807691378544700 2007-02-01 79.611984031783590 2007-03-01 79.657686430950200 2007-04-01 79.845911830201900 2007-05-01 80.119952235548410 2007-06-01 80.318353823034500 2007-07-01 79.785006092906300 2007-08-01 79.896787885175800 2007-09-01 79.636656902649790 2007-10-01 80.063753810078600 2007-11-01 80.244709239400700 2007-12-01 80.011298272554210 2008-01-01 80.197533156356710 2008-02-01 80.109904387672000 2008-03-01 79.183968712106400 2008-04-01 79.795294121163700 2008-05-01 79.768219851030790 2008-06-01 79.608388548402910 2008-07-01 79.532771883241100 2008-08-01 79.599407785989300 2008-09-01 78.897960912539090 2008-10-01 78.984974442776500 2008-11-01 78.444570294445000 2008-12-01 78.359985625201900 2009-01-01 78.000603655832500 2009-02-01 77.889982223830400 2009-03-01 78.187829540279000 2009-04-01 77.553221852781900 2009-05-01 77.437513823221000 2009-06-01 77.342968923872790 2009-07-01 77.208208617831790 2009-08-01 76.772251136683210 2009-09-01 76.940657896060590 2009-10-01 77.203362382979100 2009-11-01 76.150551314413400 2009-12-01 76.469317542258900 2010-01-01 76.401629554994400 2010-02-01 76.377871859681590 2010-03-01 76.397064376115600 2010-04-01 76.418487138015300 2010-05-01 75.913578365953090 2010-06-01 76.072023091559420 2010-07-01 76.617241431285700 2010-08-01 76.455145197170200 2010-09-01 76.751240702519710 2010-10-01 77.132376700111300 2010-11-01 77.461417428573500 2010-12-01 77.361442165404300 2011-01-01 77.365039012295710 2011-02-01 77.564153685075000 2011-03-01 77.815670945183200 2011-04-01 78.412766356332300 2011-05-01 78.791356633403990 2011-06-01 78.986887039562600 2011-07-01 79.251421942831800 2011-08-01 79.530504189488300 2011-09-01 79.784369271034690 2011-10-01 79.750798684586100 2011-11-01 80.179344728484500 2011-12-01 80.333232407010600 2012-01-01 80.673393185635590 2012-02-01 81.264675398939200 2012-03-01 81.566221170814590 2012-04-01 81.225749782342920 2012-05-01 81.855737645123090 2012-06-01 82.469313145914200 2012-07-01 82.318552574259300 2012-08-01 82.502606068739910 2012-09-01 82.662663223060200 2012-10-01 82.639935104429100 2012-11-01 82.904559065953210 2012-12-01 82.992799366483200 2013-01-01 84.438839191686600 2013-02-01 84.566302810386590 2013-03-01 84.925567945435200 2013-04-01 84.966745221270590 2013-05-01 85.132607273582600 2013-06-01 85.041818455924200 2013-07-01 85.161288547552000 2013-08-01 85.658169556204200 2013-09-01 86.199080813198100 2013-10-01 86.198877704935000 2013-11-01 86.349596013200800 2013-12-01 86.150933702902210 2014-01-01 85.796699166245700 2014-02-01 85.467011435564200 2014-03-01 85.368671003976300 2014-04-01 85.716058632644090 2014-05-01 86.126818497311400 2014-06-01 86.411691221553900 2014-07-01 86.574742579111190 2014-08-01 87.220633612825800 2014-09-01 86.743460247130510 2014-10-01 86.945888291124700 2014-11-01 87.080840828276300 2014-12-01 87.319138853966300 2015-01-01 87.793380836609220 2015-02-01 87.876901950201000 2015-03-01 87.986135529306800 2015-04-01 88.487799307761010 2015-05-01 88.538859109166900 2015-06-01 88.995198834326000 2015-07-01 89.000383290690590 2015-08-01 89.245809322275010 2015-09-01 89.286436778820500 2015-10-01 90.114241159170800 2015-11-01 90.127611860073910 2015-12-01 90.620559519974900 2016-01-01 90.816857175143700 2016-02-01 90.803063258007200 2016-03-01 90.815053099833210 2016-04-01 90.736668623554410 2016-05-01 90.772195906249080 2016-06-01 90.490005256901100 2016-07-01 90.343037941679400 2016-08-01 90.209745299526600 2016-09-01 90.331836312048300 2016-10-01 90.399291442741410 2016-11-01 90.570395086008700 2016-12-01 90.177832928095300 2017-01-01 90.777115862779910 2017-02-01 91.926058795153410 2017-03-01 91.844916223749080 2017-04-01 91.413842808761000 2017-05-01 91.443417974755200 2017-06-01 91.576382479315000 2017-07-01 91.394590514519500 2017-08-01 91.617341294487700 2017-09-01 92.040033507472800 2017-10-01 92.203089000489600 2017-11-01 92.437464807495800 2017-12-01 92.293413412061500 2018-01-01 91.760504536036590 2018-02-01 92.443883460198100 2018-03-01 92.794202720259490 2018-04-01 92.286380143451000 2018-05-01 92.651772355128800 2018-06-01 92.311710978226510 2018-07-01 92.422833273774090 2018-08-01 92.498684477006100 2018-09-01 92.557135701699300 2018-10-01 92.104829975625100 2018-11-01 91.997544538619500 2018-12-01 92.535529755666790 2019-01-01 92.560497004785100 2019-02-01 92.260332219531010 2019-03-01 92.317486698855000 2019-04-01 92.973596469078290 2019-05-01 92.864538174794790 2019-06-01 92.505054621486900 2019-07-01 92.953855663795000 2019-08-01 93.029213231050300 2019-09-01 92.674113708574510 2019-10-01 93.200323871551090 2019-11-01 93.787725019444010 2019-12-01 94.010280283961500 2020-01-01 94.921326917141500 2020-02-01 95.450351390874190 2020-03-01 92.036611796518600 2020-04-01 49.705480337769394 2020-05-01 59.521788558170300 2020-06-01 71.579112086569800 2020-07-01 73.880419568303500 2020-08-01 74.618803379935090 2020-09-01 77.135058288731000 2020-10-01 77.801297322237200 2020-11-01 77.686022335392700 2020-12-01 76.785278480793100 2021-01-01 78.357161533883800 2021-02-01 79.285174672151300 2021-03-01 80.011726255140400 2021-04-01 80.987814179051500 2021-05-01 82.202766438610910 2021-06-01 84.079095981152400 2021-07-01 86.220965594146990 2021-08-01 85.916234991189500 2021-09-01 86.272923428058920 2021-10-01 87.223505193784080 2021-11-01 87.987061840858000 2021-12-01 88.938588081081600 2022-01-01 89.175019087012600 2022-02-01 89.288482167516800 2022-03-01 89.964435672441100 2022-04-01 89.807656350274500 2022-05-01 89.824802091334490 2022-06-01 90.200329804980200 2022-07-01 90.573570781612800 2022-08-01 90.356476766182000 2022-09-01 91.121439406063290 2022-10-01 92.074445023307300 2022-11-01 92.669135792447000 2022-12-01 92.925310549472600 2023-01-01 94.587494664099800 2023-02-01 94.399568317101280 2023-03-01 94.583615602174300 2023-04-01 94.507663695993100 2023-05-01 94.834066217438790 2023-06-01 94.274399156248490 2023-07-01 93.853859859293700 2023-08-01 94.138764110637210 2023-09-01 93.842599648576200 2023-10-01 93.323017451319700 2023-11-01 92.931964848007700 2023-12-01 92.771995033297600 2024-01-01 92.572163332865090 2024-02-01 92.840147316303400 2024-03-01 92.635080794777000 2024-04-01 93.205624149813290