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: Education and Health Services: Health Care and Social Assistance in Tulsa, OK (MSA) Series ID: SMU40461406562000001SA 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 6:05 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/SMU40461406562000001). 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 34.107958196017200 1990-02-01 34.295688344546400 1990-03-01 34.582605122437100 1990-04-01 34.659768171118400 1990-05-01 34.720440776224800 1990-06-01 35.028831553198200 1990-07-01 35.254756634162300 1990-08-01 35.793758836100200 1990-09-01 35.587097959372800 1990-10-01 35.912573253850700 1990-11-01 36.053881609137200 1990-12-01 36.096838024225100 1991-01-01 36.016303742365100 1991-02-01 36.091124353190395 1991-03-01 35.985001986770600 1991-04-01 36.150961365748000 1991-05-01 36.321414290273204 1991-06-01 36.206424805798200 1991-07-01 36.475845322879100 1991-08-01 36.716894045252204 1991-09-01 36.486720140887606 1991-10-01 36.908616415028500 1991-11-01 37.070266701872704 1991-12-01 37.081279905600400 1992-01-01 37.326454112564000 1992-02-01 37.384086178426790 1992-03-01 37.684805549195600 1992-04-01 37.624598678901100 1992-05-01 37.900513240204200 1992-06-01 38.073438530202900 1992-07-01 38.415381639781500 1992-08-01 38.460725788767796 1992-09-01 38.583032868064706 1992-10-01 38.303076885589796 1992-11-01 38.192221481756500 1992-12-01 38.556932196282000 1993-01-01 39.044609250395900 1993-02-01 39.181943982551296 1993-03-01 39.186100129164100 1993-04-01 39.378759187243500 1993-05-01 39.362437714343500 1993-06-01 39.635136746494105 1993-07-01 39.570445885812700 1993-08-01 39.628857336541294 1993-09-01 40.176044594107500 1993-10-01 39.804353613660396 1993-11-01 39.824677178468210 1993-12-01 40.121056793600395 1994-01-01 40.062669924893400 1994-02-01 40.070497290675796 1994-03-01 40.001452430806500 1994-04-01 40.017802956183710 1994-05-01 40.012885264027900 1994-06-01 40.100931309334506 1994-07-01 40.022385082139100 1994-08-01 40.202882759285500 1994-09-01 40.385572950807294 1994-10-01 40.797479805584700 1994-11-01 40.857200686540700 1994-12-01 40.990192797571105 1995-01-01 40.878873091765200 1995-02-01 41.056971444852900 1995-03-01 41.524504657959900 1995-04-01 41.472398326210000 1995-05-01 41.563597866499600 1995-06-01 41.586130657002700 1995-07-01 41.038925878277300 1995-08-01 41.239154475944794 1995-09-01 41.701438175526000 1995-10-01 42.205631018926795 1995-11-01 42.367021691123290 1995-12-01 42.172514111180206 1996-01-01 42.197380466749000 1996-02-01 42.250712670455900 1996-03-01 42.247730179911400 1996-04-01 42.760275971939290 1996-05-01 42.819528851993900 1996-06-01 42.899400637514795 1996-07-01 42.910183203948200 1996-08-01 43.022855672788710 1996-09-01 43.330718497506890 1996-10-01 42.911477348624500 1996-11-01 43.151065538423204 1996-12-01 43.691321760334205 1997-01-01 43.603599367844400 1997-02-01 43.866137674871500 1997-03-01 43.883137592064510 1997-04-01 44.067596835847596 1997-05-01 44.278032823453600 1997-06-01 44.621941211689100 1997-07-01 44.759591025311394 1997-08-01 44.852981414657000 1997-09-01 45.237403339812700 1997-10-01 45.658750195318696 1997-11-01 45.730007049593800 1997-12-01 45.928528397127295 1998-01-01 46.915327124798400 1998-02-01 46.997572284917204 1998-03-01 47.227815496016795 1998-04-01 46.279061764826600 1998-05-01 46.564767120032606 1998-06-01 46.429476159124405 1998-07-01 46.901276807667294 1998-08-01 46.960945607189500 1998-09-01 46.647861651512000 1998-10-01 46.889454453275796 1998-11-01 47.404813949222790 1998-12-01 47.484285782650396 1999-01-01 47.602547763487500 1999-02-01 47.525543344058000 1999-03-01 47.556179754650096 1999-04-01 47.282914792370605 1999-05-01 47.166683597017600 1999-06-01 47.547520760048290 1999-07-01 48.064851375556096 1999-08-01 47.969366930654495 1999-09-01 47.962598610591790 1999-10-01 48.122125751733800 1999-11-01 47.963978898001900 1999-12-01 47.918905086617700 2000-01-01 47.891895325884800 2000-02-01 47.851972663133710 2000-03-01 48.168313513592395 2000-04-01 48.480455587847004 2000-05-01 48.683699680637595 2000-06-01 48.763084161651400 2000-07-01 48.453062164786500 2000-08-01 48.715125368694400 2000-09-01 48.785842168559290 2000-10-01 48.713740455815500 2000-11-01 48.930537105698996 2000-12-01 48.944683933681496 2001-01-01 47.875845769468604 2001-02-01 47.768861489075604 2001-03-01 48.271575872125900 2001-04-01 48.960748757611290 2001-05-01 49.097438695879000 2001-06-01 49.486031681267800 2001-07-01 49.770752875145400 2001-08-01 49.996033402367200 2001-09-01 50.081731911485300 2001-10-01 49.902920495579004 2001-11-01 50.511920845704600 2001-12-01 50.736469194473490 2002-01-01 51.088644705030300 2002-02-01 51.285982295340600 2002-03-01 51.381210543647700 2002-04-01 51.142962501565705 2002-05-01 51.207719161465704 2002-06-01 51.108035629834205 2002-07-01 51.883348329990206 2002-08-01 52.111195741635000 2002-09-01 52.278458947742900 2002-10-01 52.064681843904000 2002-11-01 52.704205601762500 2002-12-01 52.826296009249106 2003-01-01 52.901979194716795 2003-02-01 52.883237422202800 2003-03-01 52.652211101771400 2003-04-01 52.756124242184804 2003-05-01 52.710101429585600 2003-06-01 52.432990053772500 2003-07-01 52.203697557689890 2003-08-01 52.057475475786300 2003-09-01 51.978475352719094 2003-10-01 52.015344930254200 2003-11-01 51.986718673509600 2003-12-01 51.707486219893894 2004-01-01 52.110321305891105 2004-02-01 52.082758565836000 2004-03-01 52.226918913439100 2004-04-01 52.277371165249400 2004-05-01 52.205690878078390 2004-06-01 52.229295047620404 2004-07-01 52.416278878798890 2004-08-01 52.503419088728800 2004-09-01 52.681298544581790 2004-10-01 52.561481799254210 2004-11-01 52.483047087697294 2004-12-01 52.812430363291995 2005-01-01 52.423629834544110 2005-02-01 52.589723994645100 2005-03-01 52.798847951270700 2005-04-01 52.908026028332500 2005-05-01 53.092074743647300 2005-06-01 52.980808284365800 2005-07-01 53.245915675126604 2005-08-01 53.242407048020404 2005-09-01 53.275092106948500 2005-10-01 53.429757472819205 2005-11-01 53.586681370613700 2005-12-01 53.735036321959400 2006-01-01 53.629073929531500 2006-02-01 53.794046139386300 2006-03-01 53.882135505509396 2006-04-01 53.830981694801210 2006-05-01 54.087635143528790 2006-06-01 54.512109226072400 2006-07-01 54.351802448520004 2006-08-01 54.673390254801205 2006-09-01 54.990621533989895 2006-10-01 55.410993107604800 2006-11-01 55.597076558289900 2006-12-01 55.980040437980500 2007-01-01 55.208408867529500 2007-02-01 55.479106333527000 2007-03-01 55.859191621885394 2007-04-01 56.258786812145500 2007-05-01 56.298883258783206 2007-06-01 56.759107995899110 2007-07-01 56.751816786823300 2007-08-01 56.788693511670296 2007-09-01 56.829479718431610 2007-10-01 56.686564437681600 2007-11-01 56.590734511896100 2007-12-01 56.515084352853800 2008-01-01 56.868357530633105 2008-02-01 57.065331452902500 2008-03-01 57.065795084644100 2008-04-01 56.968774308678400 2008-05-01 57.115390794856790 2008-06-01 56.957272238102400 2008-07-01 56.532335346794900 2008-08-01 56.602932724909710 2008-09-01 56.681139307194210 2008-10-01 56.450731981448000 2008-11-01 56.689548741827295 2008-12-01 56.826160669524796 2009-01-01 57.221009278486900 2009-02-01 57.360071108257400 2009-03-01 57.481349176735200 2009-04-01 57.264466648822000 2009-05-01 57.224421015197900 2009-06-01 57.693126279320400 2009-07-01 58.018984720349500 2009-08-01 57.900252718554110 2009-09-01 57.617585883912500 2009-10-01 58.316522236741110 2009-11-01 58.380177254724295 2009-12-01 58.395092421067800 2010-01-01 58.693966733774204 2010-02-01 58.772050619882200 2010-03-01 58.899654399602400 2010-04-01 59.173565887948996 2010-05-01 59.042916837549804 2010-06-01 59.051989659091300 2010-07-01 59.291271727971400 2010-08-01 59.597103558366896 2010-09-01 59.441365030577096 2010-10-01 59.978870512439500 2010-11-01 60.259424678078600 2010-12-01 60.432391292331710 2011-01-01 59.988541094459490 2011-02-01 59.394153998194200 2011-03-01 59.924104384207710 2011-04-01 60.170952485532500 2011-05-01 60.564283463203710 2011-06-01 60.514411404985400 2011-07-01 60.892912986800900 2011-08-01 60.785948830144996 2011-09-01 60.754146385254200 2011-10-01 60.750388856452500 2011-11-01 60.417608516712896 2011-12-01 60.543090123509800 2012-01-01 60.391512636134610 2012-02-01 60.327666233693100 2012-03-01 60.151227371651790 2012-04-01 60.783265225296205 2012-05-01 60.901221738053600 2012-06-01 61.057342913545800 2012-07-01 60.994966942326200 2012-08-01 61.074212489732700 2012-09-01 61.235455610006000 2012-10-01 61.244598340102904 2012-11-01 61.391069903733000 2012-12-01 61.762392737115300 2013-01-01 62.002754317354900 2013-02-01 62.259489910421200 2013-03-01 62.270814945066796 2013-04-01 62.001027953316400 2013-05-01 61.941935111357400 2013-06-01 61.867480469379800 2013-07-01 61.803796164289000 2013-08-01 61.868213458023604 2013-09-01 62.007170327135704 2013-10-01 62.061501236892500 2013-11-01 62.271569895790500 2013-12-01 62.097018164540200 2014-01-01 62.104086779059000 2014-02-01 62.169512788034204 2014-03-01 62.172982360735595 2014-04-01 62.435767338605300 2014-05-01 62.387743214361294 2014-06-01 62.348571582965000 2014-07-01 62.392181163428404 2014-08-01 62.571913568476800 2014-09-01 62.576016354527100 2014-10-01 62.777677538456400 2014-11-01 62.872829051527205 2014-12-01 62.967199949478210 2015-01-01 62.897736406014100 2015-02-01 62.778912241852800 2015-03-01 62.986870949997100 2015-04-01 63.050994662822504 2015-05-01 63.020798060849710 2015-06-01 63.021251165537300 2015-07-01 63.969024498884710 2015-08-01 63.974391589503100 2015-09-01 64.063156811928790 2015-10-01 63.777280407595210 2015-11-01 63.887163851903000 2015-12-01 63.444074686313290 2016-01-01 64.092405652445300 2016-02-01 64.308239122996700 2016-03-01 64.421124424318500 2016-04-01 64.061079487043000 2016-05-01 64.031449466897500 2016-06-01 63.681130673306505 2016-07-01 64.243446418654500 2016-08-01 64.074268224845000 2016-09-01 64.248171879278000 2016-10-01 64.775800225108610 2016-11-01 64.628812720795000 2016-12-01 64.625419583014700 2017-01-01 64.497357905748200 2017-02-01 64.524601619681800 2017-03-01 64.551159139055600 2017-04-01 64.762400048076400 2017-05-01 64.941013998292500 2017-06-01 65.024814357060100 2017-07-01 64.909819633549900 2017-08-01 64.878080615066300 2017-09-01 64.841905337582400 2017-10-01 64.764212241179000 2017-11-01 64.685568234531000 2017-12-01 64.807708380470000 2018-01-01 65.204178670791300 2018-02-01 65.257187417811790 2018-03-01 65.580875746798600 2018-04-01 65.250463299914600 2018-05-01 65.345921264001500 2018-06-01 65.286245621400800 2018-07-01 65.374319353757400 2018-08-01 65.461413895175800 2018-09-01 65.635789484329990 2018-10-01 65.758641631084400 2018-11-01 65.832493357966900 2018-12-01 66.008345635147300 2019-01-01 66.117076891043610 2019-02-01 66.179929139338400 2019-03-01 66.505576127626300 2019-04-01 66.941760120467500 2019-05-01 67.056842270342900 2019-06-01 67.164122041492900 2019-07-01 67.013081282973300 2019-08-01 67.343040257944300 2019-09-01 67.528471776526000 2019-10-01 67.747676333787800 2019-11-01 68.066069771520800 2019-12-01 68.314316629605700 2020-01-01 68.132035875421000 2020-02-01 68.521772796840400 2020-03-01 68.420791924278290 2020-04-01 61.913171952403710 2020-05-01 63.947954201553200 2020-06-01 64.688919792612500 2020-07-01 64.873334577808000 2020-08-01 65.226780025683000 2020-09-01 65.510353264126990 2020-10-01 65.961639092074500 2020-11-01 66.080197584628700 2020-12-01 66.555538720475600 2021-01-01 66.947731711261500 2021-02-01 66.807106997000900 2021-03-01 67.304098741800390 2021-04-01 65.935177801410700 2021-05-01 65.862065099730100 2021-06-01 65.704347406879390 2021-07-01 66.111166776443500 2021-08-01 65.918614212650500 2021-09-01 65.289055063271890 2021-10-01 65.464387411413200 2021-11-01 65.686013049630790 2021-12-01 65.207241669754400 2022-01-01 65.047031849705490 2022-02-01 65.394159624638390 2022-03-01 65.576310232959300 2022-04-01 66.040149754635800 2022-05-01 66.457467283283790 2022-06-01 66.734089511112400 2022-07-01 67.069964863869200 2022-08-01 67.004081222361700 2022-09-01 67.463149811302100 2022-10-01 67.768902007888200 2022-11-01 68.188864564753100 2022-12-01 67.953572797978500 2023-01-01 68.865300531686300 2023-02-01 69.296899985640200 2023-03-01 69.373318290180900 2023-04-01 69.357843996275700 2023-05-01 69.654123795397610 2023-06-01 69.948217994734000 2023-07-01 70.327025438462100 2023-08-01 70.796654132077300 2023-09-01 71.239121894366800 2023-10-01 71.467611596755000 2023-11-01 71.688538325389090 2023-12-01 72.088481371364100 2024-01-01 72.374742783224400 2024-02-01 72.698860093875300 2024-03-01 73.070173972137300 2024-04-01 73.375305216964700