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 2024-02-01 Last Updated: 2024-03-23 5:22 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 2.2674454942669304 1990-02-01 2.2857956680093000 1990-03-01 2.3021864029061300 1990-04-01 2.3102789706455700 1990-05-01 2.3940807585585600 1990-06-01 2.4267044864323704 1990-07-01 2.4277801291469503 1990-08-01 2.4768594377792000 1990-09-01 2.4624202733828597 1990-10-01 2.4650152093829103 1990-11-01 2.5045321965408798 1990-12-01 2.4727679257148396 1991-01-01 2.5732782623260000 1991-02-01 2.5887699102001096 1991-03-01 2.6003677336855300 1991-04-01 2.5056509863896000 1991-05-01 2.5940341101628400 1991-06-01 2.6299651106490800 1991-07-01 2.6268176921864796 1991-08-01 2.6761020124116000 1991-09-01 2.5647326201202800 1991-10-01 2.8610919873547600 1991-11-01 2.7004487023737096 1991-12-01 2.7671506440876700 1992-01-01 2.7860742864674400 1992-02-01 2.7950376826169503 1992-03-01 2.7983744939723000 1992-04-01 2.7983945383236897 1992-05-01 2.7966728750902200 1992-06-01 2.8357560850569397 1992-07-01 2.8230494538410698 1992-08-01 2.7742600456475000 1992-09-01 2.8675823256961297 1992-10-01 2.8519194889623500 1992-11-01 2.8982853155186500 1992-12-01 2.8573297958749700 1993-01-01 2.7055441645126700 1993-02-01 2.8015884884686297 1993-03-01 2.7976540601313995 1993-04-01 2.8899233309074800 1993-05-01 2.8970046079685200 1993-06-01 2.8396809765099706 1993-07-01 2.9210464961083002 1993-08-01 2.8757893792638100 1993-09-01 2.8721597564978400 1993-10-01 2.8379423688541605 1993-11-01 2.8927421213143503 1993-12-01 2.9479444965481400 1994-01-01 3.1262646676523596 1994-02-01 3.1102142799264403 1994-03-01 3.2035718726281100 1994-04-01 3.1793544074002003 1994-05-01 3.1935385820156004 1994-06-01 3.2423409064280700 1994-07-01 3.2171544569004906 1994-08-01 3.2744324611028000 1994-09-01 3.2780154860232997 1994-10-01 3.4270306351148500 1994-11-01 3.3911316152477400 1994-12-01 3.3471335849552100 1995-01-01 3.2406996935672200 1995-02-01 3.2163311101034600 1995-03-01 3.2050874394349904 1995-04-01 3.1732603172328298 1995-05-01 3.1826334116150100 1995-06-01 3.2376818238666600 1995-07-01 3.3246389319821700 1995-08-01 3.3755362411646500 1995-09-01 3.3834201175954700 1995-10-01 3.4194265691322500 1995-11-01 3.3886424471539400 1995-12-01 3.4471960489906000 1996-01-01 3.4510194386961900 1996-02-01 3.5179209782430500 1996-03-01 3.5064034903600200 1996-04-01 3.5710113714891100 1996-05-01 3.5691190710958200 1996-06-01 3.5336535898662400 1996-07-01 3.5359159375927300 1996-08-01 3.4798992084129400 1996-09-01 3.4840775540175600 1996-10-01 3.5118920374083300 1996-11-01 3.4878988958532500 1996-12-01 3.3472195391459200 1997-01-01 3.5609308984633303 1997-02-01 3.5199809219262200 1997-03-01 3.5104291183839305 1997-04-01 3.5664534181091403 1997-05-01 3.5469773844708103 1997-06-01 3.6264468048228200 1997-07-01 3.6548672671195900 1997-08-01 3.6938158326566000 1997-09-01 3.6832242392304900 1997-10-01 3.7028829446356900 1997-11-01 3.7827125902877796 1997-12-01 3.7423408533504903 1998-01-01 3.8720292394655700 1998-02-01 3.8197415039827700 1998-03-01 3.9212226352072800 1998-04-01 3.5600158817142900 1998-05-01 3.6286623411639100 1998-06-01 3.6235505967711400 1998-07-01 3.5667754971753100 1998-08-01 3.6038596580654100 1998-09-01 3.5825803710611100 1998-10-01 3.4988943646847900 1998-11-01 3.4758409225272900 1998-12-01 3.5455878316218197 1999-01-01 3.4761407952865500 1999-02-01 3.5181897099137904 1999-03-01 3.5283802483939000 1999-04-01 3.3554126771072800 1999-05-01 3.3183558111123500 1999-06-01 3.2203749190414603 1999-07-01 3.0733319244205800 1999-08-01 3.1089307353968705 1999-09-01 3.1832867023909300 1999-10-01 3.1980199736376203 1999-11-01 3.1728141189621697 1999-12-01 3.1490704448681000 2000-01-01 2.9752100825584500 2000-02-01 3.0120510724577700 2000-03-01 3.0341412536721100 2000-04-01 3.1539914654255803 2000-05-01 3.2229002389380400 2000-06-01 3.2184897545266096 2000-07-01 3.1694341399451500 2000-08-01 3.2061702677482300 2000-09-01 3.0857932842698600 2000-10-01 3.2962797795654200 2000-11-01 3.2738484570447600 2000-12-01 3.2601890351239904 2001-01-01 3.1649471528323705 2001-02-01 3.2106517004233300 2001-03-01 3.1405237165811197 2001-04-01 3.1530955581253100 2001-05-01 3.1342489330102996 2001-06-01 3.1079597852431102 2001-07-01 3.1607832566686000 2001-08-01 3.2050631140646700 2001-09-01 3.1884002946273800 2001-10-01 3.1932838852458296 2001-11-01 3.2783796703399800 2001-12-01 3.2701948451705496 2002-01-01 3.4498603760341400 2002-02-01 3.5139140064614200 2002-03-01 3.5465738869819000 2002-04-01 3.5563545263947303 2002-05-01 3.5503844989543200 2002-06-01 3.5931034413110603 2002-07-01 3.7501220880555497 2002-08-01 3.8030769944760600 2002-09-01 3.6883128213172100 2002-10-01 3.5905207768229800 2002-11-01 3.5806367287712300 2002-12-01 3.6825661772628395 2003-01-01 3.7321212373152200 2003-02-01 3.7257505057398700 2003-03-01 3.7501199874582403 2003-04-01 3.7641333750554500 2003-05-01 3.7619923107395600 2003-06-01 3.7773519204585404 2003-07-01 3.7430852947118800 2003-08-01 3.8045626816776900 2003-09-01 3.6800851864751000 2003-10-01 3.7857563043710000 2003-11-01 3.7821768333871800 2003-12-01 3.7841863279112500 2004-01-01 3.9248007199194900 2004-02-01 3.9440692741990397 2004-03-01 4.1542737150084195 2004-04-01 3.9728442682251400 2004-05-01 3.9607269835323797 2004-06-01 4.0674196605716700 2004-07-01 4.0452473278016505 2004-08-01 4.0063035435657700 2004-09-01 4.0711626133278200 2004-10-01 4.0765524603807900 2004-11-01 4.0794932360393400 2004-12-01 4.0820523142372900 2005-01-01 4.0238961360529610 2005-02-01 3.9609365751890400 2005-03-01 3.9561155212772703 2005-04-01 4.1840498968738900 2005-05-01 3.9550212367091700 2005-06-01 3.9638587448302800 2005-07-01 3.9546508812245800 2005-08-01 3.9092392077896405 2005-09-01 3.9567564194392597 2005-10-01 3.9669715296822000 2005-11-01 3.9733143094724100 2005-12-01 3.9715301855030000 2006-01-01 4.3312486579403400 2006-02-01 4.3739804810894800 2006-03-01 4.3591663792668800 2006-04-01 4.4946998430416105 2006-05-01 4.5454296779645400 2006-06-01 4.5737157988906800 2006-07-01 4.2598191752429700 2006-08-01 4.3075298021210300 2006-09-01 4.3449327217567700 2006-10-01 4.3620251902549905 2006-11-01 4.3685833044049710 2006-12-01 4.3667970736585200 2007-01-01 4.2370926645854000 2007-02-01 4.2745452184348800 2007-03-01 4.3514833690122700 2007-04-01 4.4024738587634100 2007-05-01 4.4451906692486000 2007-06-01 4.4972092685174500 2007-07-01 4.3578916278557500 2007-08-01 4.4072910442574100 2007-09-01 4.3363342527074810 2007-10-01 4.3571903647157090 2007-11-01 4.3626417907474700 2007-12-01 4.3586190388912796 2008-01-01 4.4465857450597990 2008-02-01 4.4751173863407690 2008-03-01 4.4400376759223400 2008-04-01 4.3026781636511000 2008-05-01 4.2465969600443800 2008-06-01 4.3245432946346090 2008-07-01 4.2492592289624000 2008-08-01 4.3064505795329495 2008-09-01 4.3368723499066295 2008-10-01 4.2584423877342000 2008-11-01 4.2606479892007000 2008-12-01 4.3583292607065800 2009-01-01 4.2492149985368100 2009-02-01 4.2631224111721000 2009-03-01 4.2255084588174600 2009-04-01 4.3010754212036000 2009-05-01 4.3523198910669400 2009-06-01 4.3426691391021800 2009-07-01 4.4434997345860600 2009-08-01 4.4148612751853200 2009-09-01 4.4401792029683795 2009-10-01 4.4627874386360400 2009-11-01 4.4551227247738790 2009-12-01 4.4535213385714805 2010-01-01 4.1545152734645000 2010-02-01 4.1510810821117600 2010-03-01 4.2187037977418305 2010-04-01 4.1968960312973100 2010-05-01 4.1571970035153600 2010-06-01 4.1498044219102300 2010-07-01 4.2322424655456600 2010-08-01 4.2222160980419100 2010-09-01 4.2525647622951300 2010-10-01 4.3666348838234000 2010-11-01 4.3545901952892410 2010-12-01 4.3570467908668700 2011-01-01 4.2550760420839000 2011-02-01 4.2337386564935200 2011-03-01 4.3202151278008100 2011-04-01 4.2927241946556400 2011-05-01 4.2562218627580600 2011-06-01 4.2441639523693800 2011-07-01 4.3296649133262300 2011-08-01 4.3299385833470800 2011-09-01 4.3712095051746600 2011-10-01 4.2636687727908600 2011-11-01 4.2507626064460595 2011-12-01 4.3550160904626100 2012-01-01 4.4616145751961900 2012-02-01 4.5209514732811500 2012-03-01 4.4278276977309100 2012-04-01 4.4929930206988610 2012-05-01 4.5570603133142500 2012-06-01 4.5365982510608704 2012-07-01 4.4244217211417900 2012-08-01 4.4235015057034100 2012-09-01 4.4871320958914300 2012-10-01 4.4557112730411000 2012-11-01 4.5508198576835595 2012-12-01 4.5650917520316600 2013-01-01 4.5661117607864900 2013-02-01 4.6068707380933300 2013-03-01 4.6451836738762005 2013-04-01 4.5948541327722800 2013-05-01 4.5539432824566100 2013-06-01 4.6265227989225500 2013-07-01 4.6283795542708800 2013-08-01 4.6115211133958605 2013-09-01 4.4904722441805305 2013-10-01 4.5422085481082300 2013-11-01 4.4484446471724000 2013-12-01 4.4744393994837495 2014-01-01 4.5795004599096600 2014-02-01 4.5012456814881800 2014-03-01 4.4650196537124700 2014-04-01 4.5002924880522800 2014-05-01 4.5569754338722400 2014-06-01 4.5198541685372990 2014-07-01 4.4195760620122800 2014-08-01 4.3892848673129900 2014-09-01 4.3840430170405100 2014-10-01 4.4247913539208690 2014-11-01 4.4561101524809700 2014-12-01 4.4951444623472500 2015-01-01 4.3923084139856900 2015-02-01 4.4036212584192300 2015-03-01 4.3825805192768600 2015-04-01 4.1979055527987600 2015-05-01 4.2537681554724900 2015-06-01 4.2162512754563000 2015-07-01 4.4149494605428790 2015-08-01 4.3694941049306300 2015-09-01 4.3759856496007800 2015-10-01 4.4085866146634900 2015-11-01 4.4622958859394600 2015-12-01 4.3062919965009900 2016-01-01 4.3090081194251500 2016-02-01 4.3170973331769300 2016-03-01 4.2880725208539110 2016-04-01 4.3945929383910400 2016-05-01 4.3559643966678605 2016-06-01 4.3195654409752100 2016-07-01 4.3001951456722800 2016-08-01 4.3500369820296500 2016-09-01 4.3646250640244700 2016-10-01 4.3042626197288400 2016-11-01 4.2722899649311605 2016-12-01 4.2187195022062705 2017-01-01 4.2187683638802100 2017-02-01 4.2302353157330690 2017-03-01 4.1893046631845100 2017-04-01 4.1871039902010100 2017-05-01 4.2507873045469900 2017-06-01 4.3181318727077596 2017-07-01 4.2940896322932700 2017-08-01 4.2429742651992900 2017-09-01 4.2598633744342900 2017-10-01 4.1083500689193600 2017-11-01 4.1788455955428100 2017-12-01 4.2195507566045000 2018-01-01 4.4214164719817500 2018-02-01 4.3421158418134205 2018-03-01 4.3800686363364910 2018-04-01 4.3873945741461700 2018-05-01 4.3526786359512100 2018-06-01 4.3158432363121495 2018-07-01 4.2813537820951700 2018-08-01 4.3424541621871695 2018-09-01 4.2613074229844905 2018-10-01 4.3168839186929100 2018-11-01 4.2887864539308795 2018-12-01 4.3190323907344800 2019-01-01 4.2150898370239200 2019-02-01 4.1467174740864200 2019-03-01 4.1670997659157900 2019-04-01 4.1864838402227305 2019-05-01 4.1548784661436400 2019-06-01 4.1144007853514600 2019-07-01 4.1759653654541100 2019-08-01 4.1491441086571000 2019-09-01 4.1702594984416494 2019-10-01 4.1269108746826810 2019-11-01 4.1921844574220000 2019-12-01 4.2095829972103900 2020-01-01 4.2032200920160800 2020-02-01 4.2474989934724400 2020-03-01 4.2524256709610700 2020-04-01 3.8901283000229400 2020-05-01 3.9641114409946900 2020-06-01 4.0175290692985800 2020-07-01 3.9684343735364600 2020-08-01 3.9578532682692700 2020-09-01 3.9762700957135900 2020-10-01 4.0412623595469395 2020-11-01 4.0890030845283990 2020-12-01 4.0030693542653900 2021-01-01 3.9927463000438600 2021-02-01 3.9403110231070000 2021-03-01 3.9420360221074300 2021-04-01 3.8918051109813400 2021-05-01 3.8720713469821400 2021-06-01 3.8178141506257797 2021-07-01 3.8704580266557400 2021-08-01 3.8670836032283504 2021-09-01 3.8809648628086000 2021-10-01 3.8532274023589803 2021-11-01 3.6841346902238100 2021-12-01 3.6980579784029400 2022-01-01 3.8811555911381100 2022-02-01 3.8320895947580897 2022-03-01 3.8357477912535000 2022-04-01 3.8952677054327203 2022-05-01 3.8784630882423700 2022-06-01 3.9165157673534500 2022-07-01 3.9725606423749000 2022-08-01 3.9737793847381098 2022-09-01 3.9815411763999102 2022-10-01 3.9657262747662800 2022-11-01 3.9822989754193400 2022-12-01 3.9970631521676900 2023-01-01 4.0739139274758500 2023-02-01 4.0217771981020410 2023-03-01 4.0315146556307300 2023-04-01 3.9940238650881295 2023-05-01 3.8818535465890600 2023-06-01 4.0157349605721500 2023-07-01 3.9781752136814300 2023-08-01 3.9766907878182898 2023-09-01 3.9838895551477798 2023-10-01 3.9738339734049797 2023-11-01 4.0815396356161900 2023-12-01 4.0951291143708990 2024-01-01 4.0676423718725700 2024-02-01 4.1172211010760410