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: Private Education and Health Services in Lawton, OK (MSA) Series ID: LAWT040EDUH Source: U.S. Bureau of Labor Statistics Release: State Employment and Unemployment Seasonal Adjustment: Seasonally Adjusted Frequency: Monthly Units: Thousands of Persons Date Range: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 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/LAWT040EDUHN). 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 2.2674457007185200 1990-02-01 2.2857956983920498 1990-03-01 2.3021864161897500 1990-04-01 2.3102791347572000 1990-05-01 2.3940807195530800 1990-06-01 2.4267044236188196 1990-07-01 2.4277800515411200 1990-08-01 2.4768595201956500 1990-09-01 2.4624201875977900 1990-10-01 2.4650151635881400 1990-11-01 2.5045320081517004 1990-12-01 2.4727678296346496 1991-01-01 2.5732786302651200 1991-02-01 2.5887698883696700 1991-03-01 2.6003678000658100 1991-04-01 2.5056511001775297 1991-05-01 2.5940340562052597 1991-06-01 2.6299650448719000 1991-07-01 2.6268176127410700 1991-08-01 2.6761020735285204 1991-09-01 2.5647325296292900 1991-10-01 2.8610918990324503 1991-11-01 2.7004485533195400 1991-12-01 2.7671505264356804 1992-01-01 2.7860748137789000 1992-02-01 2.7950376131755204 1992-03-01 2.7983746225050200 1992-04-01 2.7983946079248900 1992-05-01 2.7966727987647500 1992-06-01 2.8357559846515000 1992-07-01 2.8230493210154903 1992-08-01 2.7742600157108397 1992-09-01 2.8675821593571300 1992-10-01 2.8519193293189300 1992-11-01 2.8982852562791903 1992-12-01 2.8573297901682997 1993-01-01 2.7055449811548797 1993-02-01 2.8015885429049600 1993-03-01 2.7976543471578403 1993-04-01 2.8899233112186100 1993-05-01 2.8970043836061903 1993-06-01 2.8396806397763403 1993-07-01 2.9210460904391400 1993-08-01 2.8757890834509600 1993-09-01 2.8721593998997497 1993-10-01 2.8379421436517000 1993-11-01 2.8927423540017400 1993-12-01 2.9479448063951000 1994-01-01 3.1262659844309600 1994-02-01 3.1102148972052500 1994-03-01 3.2035724794219904 1994-04-01 3.1793543185901703 1994-05-01 3.1935380002357103 1994-06-01 3.2423399963953800 1994-07-01 3.2171534107252002 1994-08-01 3.2744315281608700 1994-09-01 3.2780145811758500 1994-10-01 3.4270301115369000 1994-11-01 3.3911320299565300 1994-12-01 3.3471343991031497 1995-01-01 3.2407021978390500 1995-02-01 3.2163339316207202 1995-03-01 3.2050911578338903 1995-04-01 3.1732575366753500 1995-05-01 3.1826309577867598 1995-06-01 3.2376796432972700 1995-07-01 3.3246370549880404 1995-08-01 3.3755347770883800 1995-09-01 3.3834189386204400 1995-10-01 3.4194259838126300 1995-11-01 3.3886432150571300 1995-12-01 3.4471973905890400 1996-01-01 3.4510227667852793 1996-02-01 3.5179255896638297 1996-03-01 3.5064128706487000 1996-04-01 3.5710052746320800 1996-05-01 3.5691141256034000 1996-06-01 3.5336496598327100 1996-07-01 3.5359132086907703 1996-08-01 3.4798972137032997 1996-09-01 3.4840761066902597 1996-10-01 3.5118915224382903 1996-11-01 3.4878999877758097 1996-12-01 3.3472215209097005 1997-01-01 3.5609346760241603 1997-02-01 3.5199872241171097 1997-03-01 3.5104441226925700 1997-04-01 3.5664440526546697 1997-05-01 3.5469700751034505 1997-06-01 3.6264413156494100 1997-07-01 3.6548639144970900 1997-08-01 3.6938136207801904 1997-09-01 3.6832229016890400 1997-10-01 3.7028828192275000 1997-11-01 3.7827140330247198 1997-12-01 3.7423431792863400 1998-01-01 3.8720326515671100 1998-02-01 3.8197477550914707 1998-03-01 3.9212404561724200 1998-04-01 3.5600059675728100 1998-05-01 3.6286543806114000 1998-06-01 3.6235444837222004 1998-07-01 3.5667719323899400 1998-08-01 3.6038572906727797 1998-09-01 3.5825789499000003 1998-10-01 3.4988942995318104 1998-11-01 3.4758422086634400 1998-12-01 3.5455904394409000 1999-01-01 3.4761436681741698 1999-02-01 3.5181957754154600 1999-03-01 3.5283980623268200 1999-04-01 3.3554029879883700 1999-05-01 3.3183483009313600 1999-06-01 3.2203693774242800 1999-07-01 3.0733285160958400 1999-08-01 3.1089286825792900 1999-09-01 3.1832859788092702 1999-10-01 3.1980195812000000 1999-11-01 3.1728147239563103 1999-12-01 3.1490731598560800 2000-01-01 2.9752119411087103 2000-02-01 3.0120551492201697 2000-03-01 3.0341561786343600 2000-04-01 3.1539846761836500 2000-05-01 3.2228948668683200 2000-06-01 3.2184857406468304 2000-07-01 3.1694313808960700 2000-08-01 3.2061686917075100 2000-09-01 3.0857919400924803 2000-10-01 3.2962786662443797 2000-11-01 3.2738478921504400 2000-12-01 3.2601928089068504 2001-01-01 3.1649478643111895 2001-02-01 3.2106541501600296 2001-03-01 3.1405334684224804 2001-04-01 3.1530926862189000 2001-05-01 3.1342466323797598 2001-06-01 3.1079579350441198 2001-07-01 3.1607811109801203 2001-08-01 3.2050617674037003 2001-09-01 3.1883980037321900 2001-10-01 3.1932816042719100 2001-11-01 3.2783775669942300 2001-12-01 3.2701989268817098 2002-01-01 3.4498601250038400 2002-02-01 3.5139149299344700 2002-03-01 3.5465787559331500 2002-04-01 3.5563580560035700 2002-05-01 3.5503853944638800 2002-06-01 3.5931034252374400 2002-07-01 3.7501201912484400 2002-08-01 3.8030750432767700 2002-09-01 3.6883081713547905 2002-10-01 3.5905170330592400 2002-11-01 3.5806334531771298 2002-12-01 3.6825709329335803 2003-01-01 3.7321174133967300 2003-02-01 3.7257495362052100 2003-03-01 3.7501247307897600 2003-04-01 3.7641421361307903 2003-05-01 3.7619992198532404 2003-06-01 3.7773609382484000 2003-07-01 3.7430756533590200 2003-08-01 3.8045557794483704 2003-09-01 3.6800778497010804 2003-10-01 3.7857514580310900 2003-11-01 3.7821739208031500 2003-12-01 3.7841924170925500 2004-01-01 3.9247935215467300 2004-02-01 3.9440624099462904 2004-03-01 4.1542825751499200 2004-04-01 3.9728585689077205 2004-05-01 3.9607394048092300 2004-06-01 4.0674391393588400 2004-07-01 4.0452292660297900 2004-08-01 4.0062907467958900 2004-09-01 4.0711516222847600 2004-10-01 4.0765471665472400 2004-11-01 4.0794918436981495 2004-12-01 4.0820605239339100 2005-01-01 4.0238860837852600 2005-02-01 3.9609213440373905 2005-03-01 3.9561283678259302 2005-04-01 4.1840677269328800 2005-05-01 3.9550415473098903 2005-06-01 3.9638879675906895 2005-07-01 3.9546239802084200 2005-08-01 3.9092204162373000 2005-09-01 3.9567429763049704 2005-10-01 3.9669656211225800 2005-11-01 3.9733136958698200 2005-12-01 3.9715452410095002 2006-01-01 4.3312377593473000 2006-02-01 4.3739574238811200 2006-03-01 4.3591797027728100 2006-04-01 4.4947185891646700 2006-05-01 4.5454526371717800 2006-06-01 4.5737462821758800 2006-07-01 4.2597910089490090 2006-08-01 4.3075095731644400 2006-09-01 4.3449191838096800 2006-10-01 4.3620202605462400 2006-11-01 4.3685854034190600 2006-12-01 4.3668221141340800 2007-01-01 4.2370771765151500 2007-02-01 4.2745156602342895 2007-03-01 4.3514937063189300 2007-04-01 4.4024889724567595 2007-05-01 4.4452151668024100 2007-06-01 4.4972389800760000 2007-07-01 4.3578635931122100 2007-08-01 4.4072716199825200 2007-09-01 4.3363232816219600 2007-10-01 4.3571875099583500 2007-11-01 4.3626466333449105 2007-12-01 4.3586536857850100 2008-01-01 4.4465682695374005 2008-02-01 4.4750853968079800 2008-03-01 4.4400422423186200 2008-04-01 4.3026868592899300 2008-05-01 4.2466152984969400 2008-06-01 4.3245646739317700 2008-07-01 4.2492398402923900 2008-08-01 4.3064372610773300 2008-09-01 4.3368655868083900 2008-10-01 4.2584425950271700 2008-11-01 4.2606564339052300 2008-12-01 4.3583666242850400 2009-01-01 4.2491967629285400 2009-02-01 4.2630916613866400 2009-03-01 4.2255066401632290 2009-04-01 4.3010772196995010 2009-05-01 4.3523320952687300 2009-06-01 4.3426803547713800 2009-07-01 4.4434900317485100 2009-08-01 4.4148550709426700 2009-09-01 4.4401770030071600 2009-10-01 4.4627896135141505 2009-11-01 4.4551317536051600 2009-12-01 4.4535562583229010 2010-01-01 4.1544994019127500 2010-02-01 4.1510565067272500 2010-03-01 4.2186969793157900 2010-04-01 4.1968934210311500 2010-05-01 4.1572007231730900 2010-06-01 4.1498058135985390 2010-07-01 4.2322422519613200 2010-08-01 4.2222164406516300 2010-09-01 4.2525663867970800 2010-10-01 4.3666385945540200 2010-11-01 4.3546001734347800 2010-12-01 4.3570731271492790 2011-01-01 4.2550611543895800 2011-02-01 4.2337201786666200 2011-03-01 4.3202071553696800 2011-04-01 4.2927201790656200 2011-05-01 4.2562226004103600 2011-06-01 4.2441641329532500 2011-07-01 4.3296666479968400 2011-08-01 4.3299409104588500 2011-09-01 4.3712125515173600 2011-10-01 4.2636725070744300 2011-11-01 4.2507707485298800 2011-12-01 4.3550310265236700 2012-01-01 4.4616042175409300 2012-02-01 4.5209385798689700 2012-03-01 4.4278210492055500 2012-04-01 4.4929921451130800 2012-05-01 4.5570579404401600 2012-06-01 4.5366009303031600 2012-07-01 4.4244239679680595 2012-08-01 4.4235035314522300 2012-09-01 4.4871345835489800 2012-10-01 4.4557137813654000 2012-11-01 4.5508245589924000 2012-12-01 4.5650955813847105 2013-01-01 4.5661068572614700 2013-02-01 4.6068615249843900 2013-03-01 4.6451793211754700 2013-04-01 4.5948579092809600 2013-05-01 4.5539413250893300 2013-06-01 4.6265277668902900 2013-07-01 4.6283816683254400 2013-08-01 4.6115219355291790 2013-09-01 4.4904729618541000 2013-10-01 4.5422085623206200 2013-11-01 4.4484436145561500 2013-12-01 4.4744381376210200 2014-01-01 4.5794993121893090 2014-02-01 4.5012403146912500 2014-03-01 4.4650167398230100 2014-04-01 4.5003004512159500 2014-05-01 4.5569736768993210 2014-06-01 4.5198611740992890 2014-07-01 4.4195780006866200 2014-08-01 4.3892847684234600 2014-09-01 4.3840427308511500 2014-10-01 4.4247854998636210 2014-11-01 4.4561066311075095 2014-12-01 4.4951434575569700 2015-01-01 4.3923082299245200 2015-02-01 4.4036191128112000 2015-03-01 4.3825795911678000 2015-04-01 4.1979149755093700 2015-05-01 4.2537669005334800 2015-06-01 4.2162577453300605 2015-07-01 4.4149503508149200 2015-08-01 4.3694929480364000 2015-09-01 4.3759848672885004 2015-10-01 4.4085762093341000 2015-11-01 4.4622930763202190 2015-12-01 4.3062898508381000 2016-01-01 4.3090117330790000 2016-02-01 4.3171011276721900 2016-03-01 4.2880748212200300 2016-04-01 4.3946029791551690 2016-05-01 4.3559606162464400 2016-06-01 4.3195667493778700 2016-07-01 4.3001900511808000 2016-08-01 4.3500313681124600 2016-09-01 4.3646231850718200 2016-10-01 4.3042495348850000 2016-11-01 4.2722921621753995 2016-12-01 4.2187213425000000 2017-01-01 4.2187813911935095 2017-02-01 4.2302482308758200 2017-03-01 4.1893146085649100 2017-04-01 4.1871289008131400 2017-05-01 4.2507841399261000 2017-06-01 4.3180760490174400 2017-07-01 4.2940780705305600 2017-08-01 4.2429614337222300 2017-09-01 4.2598561373656900 2017-10-01 4.1083370242189600 2017-11-01 4.1788822996321500 2017-12-01 4.2195627070452200 2018-01-01 4.4214477990589005 2018-02-01 4.3421468266678600 2018-03-01 4.3800924530214200 2018-04-01 4.3874350182475600 2018-05-01 4.3526702127149095 2018-06-01 4.3156804345895290 2018-07-01 4.2813152015580100 2018-08-01 4.3424100018457300 2018-09-01 4.2612947250757305 2018-10-01 4.3168597851591400 2018-11-01 4.2889095411056100 2018-12-01 4.3191155866764990 2019-01-01 4.2152245564270490 2019-02-01 4.1467525824767410 2019-03-01 4.1671127063601600 2019-04-01 4.1865028924096000 2019-05-01 4.1548192993570700 2019-06-01 4.1140854611619700 2019-07-01 4.1758591104297400 2019-08-01 4.1490394002988710 2019-09-01 4.1702386188368800 2019-10-01 4.1269064827725690 2019-11-01 4.1924386756217300 2019-12-01 4.2097790041494100 2020-01-01 4.2037037710532200 2020-02-01 4.2475147655062090 2020-03-01 4.2523615199061700 2020-04-01 3.8900151468373596 2020-05-01 3.9639224961156296 2020-06-01 4.0170123355690100 2020-07-01 3.9681752420489800 2020-08-01 3.9576096855192200 2020-09-01 3.9761860675926500 2020-10-01 4.0415163943975900 2020-11-01 4.0894067065592600 2020-12-01 4.0035209377160300 2021-01-01 3.9938522218143304 2021-02-01 3.9407439175645500 2021-03-01 3.9412078136018200 2021-04-01 3.8912926676020403 2021-05-01 3.8715861821171997 2021-06-01 3.8170583575668102 2021-07-01 3.8700783396001204 2021-08-01 3.8668014573404403 2021-09-01 3.8809987560401202 2021-10-01 3.8539997096693397 2021-11-01 3.6848529793096100 2021-12-01 3.6988289650257100 2022-01-01 3.8828208491079104 2022-02-01 3.8329669959178400 2022-03-01 3.8334022574617896 2022-04-01 3.8943321126725700 2022-05-01 3.8777180537587403 2022-06-01 3.9156216413422300 2022-07-01 3.9721384925780500 2022-08-01 3.9735349745928800 2022-09-01 3.9817568847279900 2022-10-01 3.9671130906837800 2022-11-01 3.9833470178707300 2022-12-01 3.9981934671782704 2023-01-01 4.0760391087058200 2023-02-01 4.0232155367007400 2023-03-01 4.0273043601020700 2023-04-01 3.9926732146674597 2023-05-01 3.8808701829390600 2023-06-01 4.0147987560777400 2023-07-01 3.9778000485739904 2023-08-01 3.9765918863307000 2023-09-01 3.9844275338061100 2023-10-01 3.9758173337988800 2023-11-01 4.0829856879329505 2023-12-01 4.0965793066032200 2024-01-01 4.0700939323805690 2024-02-01 4.1189691573835500 2024-03-01 4.1235114708536100