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: Private Service Providing in Lima, OH (MSA) Series ID: SMU39306200800000001SA 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 4:39 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/SMU39306200800000001). 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 29.963021388614504 1990-02-01 30.051753415665498 1990-03-01 29.907697612616897 1990-04-01 29.900803407845600 1990-05-01 30.057000688470996 1990-06-01 30.165880856635102 1990-07-01 30.111818447192803 1990-08-01 30.356308919179398 1990-09-01 30.322171452769698 1990-10-01 30.690727094450498 1990-11-01 30.455829543231000 1990-12-01 30.323620134224402 1991-01-01 30.357137728151102 1991-02-01 30.251761656990300 1991-03-01 30.196041790054398 1991-04-01 30.202249979856898 1991-05-01 30.169227888320100 1991-06-01 30.251800545758700 1991-07-01 30.408675385047697 1991-08-01 30.368546241176400 1991-09-01 30.427644540671700 1991-10-01 30.604357306160900 1991-11-01 30.565015463791800 1991-12-01 30.418417982209895 1992-01-01 30.738720766423000 1992-02-01 30.968000428010400 1992-03-01 30.868063809580804 1992-04-01 31.486207826242800 1992-05-01 31.573545823815497 1992-06-01 31.329890140995698 1992-07-01 31.407968149521300 1992-08-01 31.400615608951398 1992-09-01 31.358148792213303 1992-10-01 31.234731973852400 1992-11-01 31.177935954910197 1992-12-01 31.290911127002396 1993-01-01 30.320058952337998 1993-02-01 30.969767491204802 1993-03-01 30.938898145913300 1993-04-01 30.671396092014103 1993-05-01 30.554554520039000 1993-06-01 30.388577831464500 1993-07-01 30.824765655304700 1993-08-01 30.939786127036300 1993-09-01 31.219270051105000 1993-10-01 32.187158973389800 1993-11-01 32.296113498210600 1993-12-01 32.249078308495000 1994-01-01 32.282572501449600 1994-02-01 32.353275214064900 1994-03-01 32.306878307248400 1994-04-01 32.368825749206600 1994-05-01 32.321221305628900 1994-06-01 32.537660145682300 1994-07-01 32.659755940414600 1994-08-01 32.996668211328300 1994-09-01 32.895451692470900 1994-10-01 32.231383274031700 1994-11-01 32.398509267153900 1994-12-01 32.710739534127500 1995-01-01 32.949946791787700 1995-02-01 32.809257854370300 1995-03-01 33.181557772563300 1995-04-01 33.380425301577894 1995-05-01 33.382759677334200 1995-06-01 33.403000118553600 1995-07-01 33.404545166450200 1995-08-01 33.435008917212900 1995-09-01 33.363263491944000 1995-10-01 33.461814366184400 1995-11-01 33.598183890262604 1995-12-01 33.681618056713100 1996-01-01 33.421600939885300 1996-02-01 33.484527981029900 1996-03-01 33.246382104262300 1996-04-01 33.077639555572900 1996-05-01 33.457006861132200 1996-06-01 33.215521525684096 1996-07-01 32.936350783450200 1996-08-01 32.958498580972600 1996-09-01 32.811979731543104 1996-10-01 32.859758378474700 1996-11-01 32.983491045389500 1996-12-01 33.054630827088000 1997-01-01 33.336200171335605 1997-02-01 33.465871894293100 1997-03-01 33.319739810254900 1997-04-01 33.461440779522400 1997-05-01 33.836083887569700 1997-06-01 33.765270392997100 1997-07-01 33.561130973440300 1997-08-01 33.466742714552005 1997-09-01 33.331678385119300 1997-10-01 33.739682722717000 1997-11-01 33.761557515520500 1997-12-01 33.732373653371400 1998-01-01 33.862975123593600 1998-02-01 33.864925299013000 1998-03-01 33.899302904955000 1998-04-01 33.734783437688606 1998-05-01 33.735372524799800 1998-06-01 33.734003827619900 1998-07-01 33.884836751805700 1998-08-01 34.066687495619100 1998-09-01 34.113422928601196 1998-10-01 34.111968551257500 1998-11-01 34.135158937883304 1998-12-01 34.226033956443600 1999-01-01 33.791796946269000 1999-02-01 34.154451764076400 1999-03-01 34.582963809585700 1999-04-01 34.600027757706100 1999-05-01 34.467129422391500 1999-06-01 34.617138030734400 1999-07-01 35.103248516209895 1999-08-01 35.147656899559500 1999-09-01 35.586771545492700 1999-10-01 35.189276266200400 1999-11-01 35.106985157717100 1999-12-01 35.245135436178710 2000-01-01 34.903559950412300 2000-02-01 35.132699226897100 2000-03-01 34.960372682997900 2000-04-01 35.346901115175100 2000-05-01 35.511481755417800 2000-06-01 35.404282896564496 2000-07-01 35.342053155412800 2000-08-01 35.122295182201800 2000-09-01 35.378861618879500 2000-10-01 35.563017323987104 2000-11-01 35.682825876019000 2000-12-01 35.672671818015104 2001-01-01 35.612660294271100 2001-02-01 35.569042444915600 2001-03-01 35.632624969780100 2001-04-01 35.687463944494205 2001-05-01 35.857077381165900 2001-06-01 35.967369732642005 2001-07-01 35.815141869056200 2001-08-01 35.920277863152100 2001-09-01 36.003454738205210 2001-10-01 35.628889801852104 2001-11-01 35.649820290014000 2001-12-01 35.704223060429100 2002-01-01 35.903382219032100 2002-02-01 35.788901476486700 2002-03-01 35.800536615377700 2002-04-01 35.444027519232606 2002-05-01 35.780729203384000 2002-06-01 35.906405125935294 2002-07-01 36.302980537522100 2002-08-01 36.547724172824900 2002-09-01 36.338344110633100 2002-10-01 36.386806135911800 2002-11-01 36.632897852611800 2002-12-01 36.536400740158700 2003-01-01 37.084241458918800 2003-02-01 36.909045560274700 2003-03-01 36.752823990274600 2003-04-01 36.800354423665400 2003-05-01 36.805510938458400 2003-06-01 36.735565459465100 2003-07-01 36.777356503072000 2003-08-01 37.098497437274496 2003-09-01 37.087661433261204 2003-10-01 37.439928185910500 2003-11-01 37.308638303607005 2003-12-01 37.348270260408000 2004-01-01 37.364185543253200 2004-02-01 37.565568262296200 2004-03-01 37.615314756570800 2004-04-01 37.676363267811496 2004-05-01 37.408728286537400 2004-06-01 37.542099642045606 2004-07-01 37.327067071356396 2004-08-01 37.063495899628500 2004-09-01 37.828203270903900 2004-10-01 37.597396777669395 2004-11-01 37.598546730609500 2004-12-01 37.630194733241600 2005-01-01 37.146445018350500 2005-02-01 37.459469921927600 2005-03-01 37.506114007188500 2005-04-01 37.364137116478600 2005-05-01 37.599362916330290 2005-06-01 37.421122110105900 2005-07-01 37.552192461460294 2005-08-01 37.331233910655000 2005-09-01 37.356220674984900 2005-10-01 37.369535437995890 2005-11-01 37.287033415651200 2005-12-01 37.092824116455105 2006-01-01 37.326018546259300 2006-02-01 37.485039025475295 2006-03-01 37.514725737746296 2006-04-01 37.597981499123605 2006-05-01 37.366965111909900 2006-06-01 37.395945410426900 2006-07-01 37.338181485156000 2006-08-01 37.286130680421600 2006-09-01 37.257561643649105 2006-10-01 37.370809820456500 2006-11-01 37.385915629994600 2006-12-01 37.354166550439800 2007-01-01 37.406418709940000 2007-02-01 37.312634618311000 2007-03-01 37.324826247092000 2007-04-01 37.434938411528705 2007-05-01 37.757399793175104 2007-06-01 37.682971068038604 2007-07-01 37.503437707331900 2007-08-01 37.508768607469200 2007-09-01 37.653769278067706 2007-10-01 37.595563995825500 2007-11-01 37.668568722617100 2007-12-01 37.834107407235300 2008-01-01 37.790218403637700 2008-02-01 37.527944438503000 2008-03-01 37.327678318497500 2008-04-01 37.387168461135204 2008-05-01 37.343003766469500 2008-06-01 37.274564328572204 2008-07-01 37.173597556939704 2008-08-01 37.317802142146000 2008-09-01 37.244473481062400 2008-10-01 36.731737510118200 2008-11-01 36.356695078485295 2008-12-01 36.229999985384104 2009-01-01 36.076040199242000 2009-02-01 36.326726961289790 2009-03-01 36.020229529679000 2009-04-01 35.724822477379206 2009-05-01 35.730586797521100 2009-06-01 35.458848534665200 2009-07-01 35.672610703005900 2009-08-01 35.416426189530895 2009-09-01 35.444373590664604 2009-10-01 35.459722960694606 2009-11-01 35.440088550872300 2009-12-01 35.447919568824100 2010-01-01 35.169373052743204 2010-02-01 35.217135001319100 2010-03-01 35.214406077122604 2010-04-01 35.262044537643600 2010-05-01 35.090073431178304 2010-06-01 34.936222351672200 2010-07-01 35.270035483142100 2010-08-01 35.317543523929700 2010-09-01 35.361106872434505 2010-10-01 35.288361845921100 2010-11-01 35.537508705955500 2010-12-01 35.363724775137500 2011-01-01 35.471346136555500 2011-02-01 35.398998735540400 2011-03-01 35.420115937145100 2011-04-01 35.277364425392605 2011-05-01 35.246375467295300 2011-06-01 35.306959716251300 2011-07-01 35.276168315689500 2011-08-01 35.308875583759104 2011-09-01 35.393814037104800 2011-10-01 35.296441483290200 2011-11-01 35.342829988683290 2011-12-01 35.487910131630100 2012-01-01 35.972071912516704 2012-02-01 36.279616039933900 2012-03-01 36.048990789520900 2012-04-01 35.989096185069300 2012-05-01 36.094796664328800 2012-06-01 36.073479811860500 2012-07-01 35.871426492146200 2012-08-01 35.899384774703200 2012-09-01 36.027170179627400 2012-10-01 36.199584727117400 2012-11-01 36.269847174360500 2012-12-01 36.497777842330706 2013-01-01 35.767669294476796 2013-02-01 35.857246197706104 2013-03-01 35.986202316291205 2013-04-01 36.193613039366000 2013-05-01 36.259609157219200 2013-06-01 36.367179102381800 2013-07-01 36.154993808107704 2013-08-01 36.182376195950106 2013-09-01 35.964405006342204 2013-10-01 35.772589066062295 2013-11-01 35.784699952572600 2013-12-01 35.917347908913605 2014-01-01 35.672864827607400 2014-02-01 35.628313554439000 2014-03-01 35.619081862996396 2014-04-01 35.503005545351700 2014-05-01 35.539919623379700 2014-06-01 35.482587416876000 2014-07-01 35.527374939389300 2014-08-01 35.560819323640790 2014-09-01 35.505593486915900 2014-10-01 35.552280919025300 2014-11-01 35.281405036952800 2014-12-01 35.322384165839600 2015-01-01 35.383613389039900 2015-02-01 35.395854712943795 2015-03-01 35.325517682043500 2015-04-01 35.406625328708000 2015-05-01 35.458093597783105 2015-06-01 35.425707377402205 2015-07-01 35.402629485914000 2015-08-01 35.237108955022400 2015-09-01 35.540605113846700 2015-10-01 35.330119274264604 2015-11-01 35.359060891239295 2015-12-01 35.444572392587900 2016-01-01 35.472110445965800 2016-02-01 35.559745388423500 2016-03-01 35.619525497328700 2016-04-01 35.813957443329000 2016-05-01 35.786260361983500 2016-06-01 35.866124657421900 2016-07-01 36.187840572680700 2016-08-01 36.224556951572794 2016-09-01 36.277196352427700 2016-10-01 36.425849175815100 2016-11-01 36.539965697971600 2016-12-01 36.363067849878100 2017-01-01 36.234172962415705 2017-02-01 36.411125913605600 2017-03-01 36.392791365588000 2017-04-01 36.214975939369104 2017-05-01 36.334046052349700 2017-06-01 36.320069935682895 2017-07-01 36.088873107237100 2017-08-01 36.227186559189300 2017-09-01 36.116409378010600 2017-10-01 36.114223913575100 2017-11-01 36.203263239198000 2017-12-01 36.083519454718400 2018-01-01 35.884135083445500 2018-02-01 35.861702995628100 2018-03-01 35.867629650518495 2018-04-01 35.820718132871100 2018-05-01 35.673086343998400 2018-06-01 35.669658110545500 2018-07-01 35.695694376922000 2018-08-01 35.734911266192500 2018-09-01 35.867318325917700 2018-10-01 35.614252631365500 2018-11-01 35.563266725766000 2018-12-01 35.580805297351700 2019-01-01 35.742936655410700 2019-02-01 35.624953830258500 2019-03-01 35.627934773950800 2019-04-01 35.710217890107295 2019-05-01 35.821794100545205 2019-06-01 35.928074563193200 2019-07-01 35.698029133013500 2019-08-01 35.546421506462900 2019-09-01 35.409879284089800 2019-10-01 35.412215369601300 2019-11-01 35.241987851117600 2019-12-01 35.371573826011210 2020-01-01 35.501476363309900 2020-02-01 35.598966501903895 2020-03-01 35.501112583636400 2020-04-01 28.894087465698500 2020-05-01 30.643758576947800 2020-06-01 32.867085856270000 2020-07-01 33.297716061268100 2020-08-01 33.575376518905700 2020-09-01 34.250834916504800 2020-10-01 34.114589838881400 2020-11-01 34.438904160638400 2020-12-01 34.347949053757000 2021-01-01 34.474791942095700 2021-02-01 34.579990782670400 2021-03-01 34.878001589681894 2021-04-01 34.563014112332500 2021-05-01 34.661044184479100 2021-06-01 34.599391666940500 2021-07-01 34.899266726940000 2021-08-01 34.905802844555000 2021-09-01 34.873877091814100 2021-10-01 35.022670054057500 2021-11-01 35.140490514952800 2021-12-01 35.025447237184000 2022-01-01 34.961930130590600 2022-02-01 34.968511311119400 2022-03-01 35.263448474348200 2022-04-01 35.340327135831000 2022-05-01 35.155023061246600 2022-06-01 34.915418179470000 2022-07-01 35.503504877901200 2022-08-01 35.330721439251796 2022-09-01 35.290238458958996 2022-10-01 35.134075577576000 2022-11-01 35.344580664021200 2022-12-01 35.603220760495500 2023-01-01 35.667000361846400 2023-02-01 35.671518322612904 2023-03-01 35.547678672895200 2023-04-01 35.611930528674996 2023-05-01 35.650231913439605 2023-06-01 35.622006009637790 2023-07-01 35.407547030510900 2023-08-01 35.344400486799294 2023-09-01 35.390554105254900 2023-10-01 35.351223654690790 2023-11-01 35.260751566689400 2023-12-01 35.287627135908200 2024-01-01 35.264532193773300 2024-02-01 35.274410983485700 2024-03-01 35.246745181873706 2024-04-01 35.294532366982395