1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335233623372338233923402341234223432344234523462347234823492350235123522353235423552356235723582359236023612362236323642365236623672368236923702371237223732374237523762377237823792380238123822383238423852386238723882389239023912392239323942395239623972398239924002401240224032404240524062407240824092410241124122413241424152416241724182419242024212422242324242425242624272428242924302431243224332434243524362437243824392440244124422443244424452446244724482449245024512452245324542455245624572458245924602461246224632464246524662467246824692470247124722473247424752476247724782479248024812482248324842485248624872488248924902491249224932494249524962497249824992500250125022503250425052506250725082509251025112512251325142515251625172518251925202521252225232524252525262527252825292530253125322533253425352536253725382539254025412542254325442545254625472548254925502551255225532554255525562557255825592560256125622563256425652566256725682569257025712572257325742575257625772578257925802581258225832584258525862587258825892590259125922593259425952596259725982599260026012602260326042605260626072608260926102611261226132614261526162617261826192620262126222623262426252626262726282629263026312632263326342635263626372638263926402641264226432644264526462647264826492650265126522653265426552656265726582659266026612662266326642665266626672668266926702671267226732674267526762677267826792680268126822683268426852686268726882689269026912692269326942695269626972698269927002701270227032704270527062707270827092710271127122713271427152716271727182719272027212722272327242725272627272728272927302731273227332734273527362737273827392740274127422743274427452746274727482749275027512752275327542755275627572758275927602761276227632764276527662767276827692770277127722773277427752776277727782779278027812782278327842785278627872788278927902791279227932794279527962797279827992800280128022803280428052806280728082809281028112812281328142815281628172818281928202821282228232824282528262827282828292830283128322833283428352836283728382839284028412842284328442845284628472848284928502851285228532854285528562857285828592860286128622863286428652866286728682869287028712872287328742875287628772878287928802881288228832884288528862887288828892890289128922893289428952896289728982899290029012902290329042905290629072908290929102911291229132914291529162917291829192920292129222923292429252926292729282929293029312932293329342935293629372938293929402941294229432944294529462947294829492950295129522953295429552956295729582959296029612962296329642965296629672968296929702971297229732974297529762977297829792980298129822983298429852986298729882989299029912992299329942995299629972998299930003001300230033004300530063007300830093010301130123013301430153016301730183019302030213022302330243025302630273028302930303031303230333034303530363037303830393040304130423043304430453046304730483049305030513052305330543055305630573058305930603061306230633064306530663067306830693070307130723073307430753076307730783079308030813082308330843085308630873088308930903091309230933094309530963097309830993100310131023103310431053106310731083109311031113112311331143115311631173118311931203121312231233124312531263127312831293130313131323133313431353136313731383139314031413142314331443145314631473148314931503151315231533154315531563157315831593160316131623163316431653166316731683169317031713172317331743175317631773178317931803181318231833184318531863187318831893190319131923193319431953196319731983199320032013202320332043205320632073208320932103211321232133214321532163217321832193220322132223223322432253226322732283229323032313232323332343235323632373238323932403241324232433244324532463247324832493250325132523253325432553256325732583259326032613262326332643265326632673268326932703271327232733274327532763277327832793280328132823283328432853286328732883289329032913292329332943295329632973298329933003301330233033304330533063307330833093310331133123313331433153316331733183319332033213322332333243325332633273328332933303331333233333334333533363337333833393340334133423343334433453346334733483349335033513352335333543355335633573358335933603361336233633364336533663367336833693370337133723373337433753376337733783379338033813382338333843385338633873388338933903391339233933394339533963397339833993400340134023403340434053406340734083409341034113412341334143415341634173418341934203421342234233424342534263427342834293430343134323433343434353436343734383439344034413442344334443445344634473448344934503451345234533454345534563457345834593460346134623463346434653466346734683469347034713472347334743475347634773478347934803481348234833484348534863487348834893490349134923493349434953496349734983499350035013502350335043505350635073508350935103511351235133514351535163517351835193520352135223523352435253526352735283529353035313532353335343535353635373538353935403541354235433544354535463547354835493550355135523553355435553556355735583559356035613562356335643565356635673568356935703571357235733574357535763577357835793580358135823583358435853586358735883589359035913592359335943595359635973598359936003601360236033604360536063607360836093610361136123613361436153616361736183619362036213622362336243625362636273628362936303631363236333634363536363637363836393640364136423643364436453646364736483649365036513652365336543655365636573658365936603661366236633664366536663667366836693670367136723673367436753676367736783679368036813682368336843685368636873688368936903691369236933694369536963697369836993700370137023703370437053706370737083709371037113712371337143715371637173718371937203721372237233724372537263727372837293730373137323733373437353736373737383739374037413742374337443745374637473748374937503751375237533754375537563757375837593760376137623763376437653766376737683769377037713772377337743775377637773778377937803781378237833784378537863787378837893790379137923793379437953796379737983799380038013802380338043805380638073808380938103811381238133814381538163817381838193820382138223823382438253826382738283829383038313832383338343835383638373838383938403841384238433844384538463847384838493850385138523853385438553856385738583859386038613862386338643865386638673868386938703871387238733874387538763877387838793880388138823883388438853886388738883889389038913892389338943895389638973898389939003901390239033904390539063907390839093910391139123913391439153916391739183919392039213922392339243925392639273928392939303931393239333934393539363937393839393940394139423943394439453946394739483949395039513952395339543955395639573958395939603961396239633964396539663967396839693970397139723973397439753976397739783979398039813982398339843985398639873988398939903991399239933994399539963997399839994000400140024003400440054006400740084009401040114012401340144015401640174018401940204021402240234024402540264027402840294030403140324033403440354036403740384039404040414042404340444045404640474048404940504051405240534054405540564057405840594060406140624063406440654066406740684069407040714072407340744075407640774078407940804081408240834084408540864087408840894090409140924093409440954096409740984099410041014102410341044105410641074108410941104111411241134114411541164117411841194120412141224123412441254126412741284129413041314132413341344135413641374138413941404141414241434144414541464147414841494150415141524153415441554156415741584159416041614162416341644165416641674168416941704171417241734174417541764177417841794180418141824183418441854186418741884189419041914192419341944195419641974198419942004201420242034204420542064207420842094210421142124213421442154216421742184219422042214222422342244225422642274228422942304231423242334234423542364237423842394240424142424243424442454246424742484249425042514252425342544255425642574258425942604261426242634264426542664267426842694270427142724273427442754276427742784279428042814282428342844285428642874288428942904291429242934294429542964297429842994300430143024303430443054306430743084309431043114312431343144315431643174318431943204321432243234324432543264327432843294330433143324333433443354336433743384339434043414342434343444345434643474348434943504351435243534354435543564357435843594360436143624363436443654366436743684369437043714372437343744375437643774378437943804381438243834384438543864387438843894390439143924393439443954396439743984399440044014402440344044405440644074408440944104411441244134414441544164417441844194420442144224423442444254426442744284429443044314432443344344435443644374438443944404441444244434444444544464447444844494450445144524453445444554456445744584459446044614462446344644465446644674468446944704471447244734474447544764477447844794480448144824483448444854486448744884489449044914492449344944495449644974498449945004501450245034504450545064507450845094510451145124513451445154516451745184519452045214522452345244525452645274528452945304531453245334534453545364537453845394540454145424543454445454546454745484549455045514552455345544555455645574558455945604561456245634564456545664567456845694570457145724573457445754576457745784579458045814582458345844585458645874588458945904591459245934594459545964597459845994600460146024603460446054606460746084609461046114612461346144615461646174618461946204621462246234624462546264627462846294630463146324633463446354636463746384639464046414642464346444645464646474648464946504651465246534654465546564657465846594660466146624663466446654666466746684669467046714672467346744675467646774678467946804681468246834684468546864687468846894690469146924693469446954696469746984699470047014702470347044705470647074708470947104711471247134714471547164717471847194720472147224723472447254726472747284729473047314732473347344735473647374738473947404741474247434744474547464747474847494750475147524753475447554756475747584759476047614762476347644765476647674768476947704771477247734774477547764777477847794780478147824783478447854786478747884789479047914792479347944795479647974798479948004801480248034804480548064807480848094810481148124813481448154816481748184819482048214822482348244825482648274828482948304831483248334834483548364837483848394840484148424843484448454846484748484849485048514852485348544855485648574858485948604861486248634864486548664867486848694870487148724873487448754876487748784879488048814882488348844885488648874888488948904891489248934894489548964897489848994900490149024903490449054906490749084909491049114912491349144915491649174918491949204921492249234924492549264927492849294930493149324933493449354936493749384939494049414942494349444945494649474948494949504951495249534954495549564957495849594960496149624963496449654966496749684969497049714972497349744975497649774978497949804981498249834984498549864987498849894990499149924993499449954996499749984999500050015002500350045005500650075008500950105011501250135014501550165017501850195020502150225023502450255026502750285029503050315032503350345035503650375038503950405041504250435044504550465047504850495050505150525053505450555056505750585059506050615062506350645065506650675068506950705071507250735074507550765077507850795080508150825083508450855086508750885089509050915092509350945095509650975098509951005101510251035104510551065107510851095110511151125113511451155116511751185119512051215122512351245125512651275128512951305131513251335134513551365137513851395140514151425143514451455146514751485149515051515152515351545155515651575158515951605161516251635164516551665167516851695170517151725173517451755176517751785179518051815182518351845185518651875188518951905191519251935194519551965197519851995200520152025203520452055206520752085209521052115212521352145215521652175218521952205221522252235224522552265227522852295230523152325233523452355236523752385239524052415242524352445245524652475248524952505251525252535254525552565257525852595260526152625263526452655266526752685269527052715272527352745275527652775278527952805281528252835284528552865287528852895290529152925293529452955296529752985299530053015302530353045305530653075308530953105311531253135314531553165317531853195320532153225323532453255326532753285329533053315332533353345335533653375338533953405341534253435344534553465347534853495350535153525353535453555356535753585359536053615362536353645365536653675368536953705371537253735374537553765377537853795380538153825383538453855386538753885389539053915392539353945395539653975398539954005401540254035404540554065407540854095410541154125413541454155416541754185419542054215422542354245425542654275428542954305431543254335434543554365437543854395440544154425443544454455446544754485449545054515452545354545455545654575458545954605461546254635464546554665467546854695470547154725473547454755476547754785479548054815482548354845485548654875488548954905491549254935494549554965497549854995500550155025503550455055506550755085509551055115512551355145515551655175518551955205521552255235524552555265527552855295530553155325533553455355536553755385539554055415542554355445545554655475548554955505551555255535554555555565557555855595560556155625563556455655566556755685569557055715572557355745575557655775578557955805581558255835584558555865587558855895590559155925593559455955596559755985599560056015602560356045605560656075608560956105611561256135614561556165617561856195620562156225623562456255626562756285629563056315632563356345635563656375638563956405641564256435644564556465647564856495650565156525653565456555656565756585659566056615662566356645665566656675668566956705671567256735674567556765677567856795680568156825683568456855686568756885689569056915692569356945695569656975698569957005701570257035704570557065707570857095710571157125713571457155716571757185719572057215722572357245725572657275728572957305731573257335734573557365737573857395740574157425743574457455746574757485749575057515752575357545755575657575758575957605761576257635764576557665767576857695770577157725773577457755776577757785779578057815782578357845785578657875788578957905791579257935794579557965797579857995800580158025803580458055806580758085809581058115812581358145815581658175818581958205821582258235824582558265827582858295830583158325833583458355836583758385839584058415842584358445845584658475848584958505851585258535854585558565857585858595860586158625863586458655866586758685869587058715872587358745875587658775878587958805881 |
- <?xml version="1.0" encoding="utf-8" standalone="no"?>
- <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
- <!-- Created with matplotlib (http://matplotlib.org/) -->
- <svg height="309.883863pt" version="1.1" viewBox="0 0 389.455857 309.883863" width="389.455857pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <defs>
- <style type="text/css">
- *{stroke-linecap:butt;stroke-linejoin:round;}
- </style>
- </defs>
- <g id="figure_1">
- <g id="patch_1">
- <path d="M 0 309.883863
- L 389.455857 309.883863
- L 389.455857 0
- L 0 0
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="axes_1">
- <g id="patch_2">
- <path d="M 18.697188 37.546752
- L 372.281346 37.546752
- L 372.281346 12
- L 18.697188 12
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_1">
- <g id="xtick_1"/>
- <g id="xtick_2"/>
- <g id="xtick_3"/>
- <g id="xtick_4"/>
- <g id="xtick_5"/>
- <g id="xtick_6"/>
- </g>
- <g id="matplotlib.axis_2"/>
- <g id="line2d_1">
- <path clip-path="url(#pb19c17b3c6)" d="M 18.697188 16.981637
- L 372.281346 16.981637
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#pb19c17b3c6)" d="M 18.697188 23.983594
- L 19.061707 26.633088
- L 19.426227 27.365295
- L 19.790747 29.202011
- L 20.519786 29.656743
- L 20.884306 28.897948
- L 21.248826 29.287107
- L 21.613346 29.159309
- L 21.977865 28.728066
- L 22.342385 29.448746
- L 22.706905 29.523057
- L 23.071425 30.226259
- L 23.435944 30.162297
- L 24.164984 29.633192
- L 24.529504 29.634122
- L 24.894023 29.118961
- L 25.258543 27.43093
- L 25.623063 26.812638
- L 25.987583 25.167992
- L 26.716622 26.369372
- L 27.081142 26.78103
- L 27.445662 26.898726
- L 27.810181 25.470258
- L 28.174701 27.197273
- L 28.539221 27.422687
- L 28.903741 27.816619
- L 29.26826 27.718012
- L 29.63278 28.948522
- L 29.9973 28.722054
- L 30.36182 28.733024
- L 30.726339 28.949637
- L 31.090859 29.783984
- L 31.455379 29.393523
- L 32.184418 32.230687
- L 32.548938 32.900544
- L 32.913458 32.727254
- L 33.277978 32.677548
- L 34.736057 29.988449
- L 35.100576 29.186269
- L 35.465096 26.753945
- L 35.829616 26.215977
- L 36.194136 26.688125
- L 36.558655 26.38623
- L 36.923175 26.47616
- L 37.287695 26.283099
- L 38.381254 27.437872
- L 38.745774 27.691857
- L 39.110294 28.676253
- L 39.474813 29.191103
- L 40.203853 31.006127
- L 40.568373 31.24499
- L 40.932892 31.692161
- L 41.297412 31.779611
- L 41.661932 32.008496
- L 42.026452 31.863158
- L 42.755491 33.28896
- L 43.120011 32.624866
- L 43.484531 32.603546
- L 43.84905 32.309647
- L 44.21357 31.562999
- L 44.57809 31.226396
- L 44.94261 31.256518
- L 45.307129 30.870891
- L 45.671649 30.089473
- L 46.036169 29.94804
- L 46.400689 29.038638
- L 46.765208 28.919764
- L 47.129728 29.095099
- L 47.494248 28.8413
- L 47.858768 28.241601
- L 48.223287 28.354525
- L 48.587807 28.030257
- L 48.952327 28.261558
- L 49.316847 28.037632
- L 49.681366 28.138222
- L 50.045886 27.834406
- L 50.410406 28.18328
- L 50.774926 27.726689
- L 51.139445 27.913366
- L 51.868485 28.687533
- L 52.233005 28.176463
- L 52.597524 27.990157
- L 52.962044 27.220081
- L 53.326564 26.788529
- L 53.691084 26.669965
- L 54.055603 27.038548
- L 54.420123 26.763552
- L 54.784643 27.840604
- L 55.149163 27.347632
- L 55.513682 27.968403
- L 56.607242 27.900351
- L 56.971761 28.468936
- L 57.336281 28.275627
- L 58.065321 28.440551
- L 58.79436 28.015816
- L 59.15888 28.520936
- L 59.5234 28.304757
- L 59.887919 28.285978
- L 60.981479 27.889567
- L 61.345998 28.372189
- L 61.710518 27.578685
- L 62.075038 27.851698
- L 62.439558 26.821315
- L 62.804077 27.137836
- L 63.168597 26.845487
- L 63.533117 27.001051
- L 63.897637 26.910315
- L 64.262156 27.694336
- L 64.626676 27.063339
- L 64.991196 27.385996
- L 65.720235 26.208415
- L 66.449275 25.361549
- L 67.178314 26.080059
- L 67.542834 26.779046
- L 67.907354 26.530639
- L 68.271874 27.208119
- L 68.636393 27.094204
- L 69.000913 27.611782
- L 69.365433 28.530481
- L 69.729953 28.998104
- L 70.094472 29.178336
- L 70.823512 28.476746
- L 71.188032 28.318082
- L 71.552551 28.5029
- L 71.917071 28.095457
- L 72.281591 28.75013
- L 72.646111 28.855121
- L 73.01063 29.261138
- L 73.37515 29.471244
- L 73.73967 29.163275
- L 74.10419 28.673835
- L 74.468709 27.910329
- L 74.833229 27.896322
- L 75.197749 27.535301
- L 75.562269 27.894277
- L 75.926788 27.152339
- L 76.291308 27.459564
- L 76.655828 27.280076
- L 77.020348 27.322841
- L 77.384867 27.197335
- L 77.749387 27.39114
- L 78.113907 26.788033
- L 78.842946 27.39176
- L 79.207466 27.313668
- L 80.301025 27.860809
- L 80.665545 27.382835
- L 81.030065 27.955263
- L 81.394585 27.641159
- L 81.759104 28.003854
- L 82.123624 27.571
- L 82.488144 28.204725
- L 82.852664 27.709769
- L 83.217183 27.872213
- L 83.946223 27.094576
- L 84.310743 26.871827
- L 84.675262 27.478839
- L 85.039782 26.806936
- L 85.768822 26.742603
- L 86.133341 26.282169
- L 86.862381 26.275538
- L 87.226901 26.536898
- L 87.59142 26.061218
- L 87.95594 26.204139
- L 88.32046 25.590434
- L 88.68498 25.82031
- L 89.049499 25.834503
- L 89.414019 26.754379
- L 89.778539 26.794169
- L 90.143059 26.581956
- L 90.507578 26.633646
- L 90.872098 26.220377
- L 91.236618 26.547311
- L 91.601138 26.179534
- L 91.965657 26.661784
- L 92.330177 26.640897
- L 92.694697 27.345834
- L 93.059217 27.348623
- L 93.423736 26.489857
- L 93.788256 27.28051
- L 94.152776 27.490801
- L 94.517296 27.860437
- L 94.881815 27.585751
- L 95.246335 27.987306
- L 95.610855 27.929295
- L 95.975375 28.404975
- L 96.339894 27.486772
- L 96.704414 27.903326
- L 97.068934 27.591639
- L 97.433454 27.665641
- L 97.797973 27.175271
- L 98.162493 27.343355
- L 98.527013 27.108893
- L 98.891533 27.399755
- L 99.256052 27.384571
- L 99.620572 28.164749
- L 99.985092 27.540569
- L 100.349612 27.281315
- L 100.714131 27.553832
- L 101.078651 26.720105
- L 101.443171 26.789892
- L 101.807691 26.052913
- L 102.17221 25.946497
- L 102.53673 25.588884
- L 102.90125 26.161684
- L 103.26577 25.787709
- L 104.359329 26.188706
- L 104.723849 25.805001
- L 105.088368 26.612202
- L 105.817408 27.014686
- L 106.181928 27.344409
- L 106.546447 27.40837
- L 106.910967 27.950739
- L 107.275487 27.745344
- L 107.640007 28.259327
- L 108.004526 27.419712
- L 108.369046 27.347198
- L 108.733566 26.870588
- L 109.098086 26.799189
- L 109.462605 27.172482
- L 109.827125 26.739814
- L 110.191645 27.490801
- L 110.556165 27.109575
- L 110.920684 27.261173
- L 111.285204 26.977624
- L 111.649724 26.999626
- L 112.014244 26.764605
- L 112.378763 27.539515
- L 112.743283 26.817968
- L 113.836842 26.814188
- L 114.201362 26.28031
- L 114.565882 26.252792
- L 114.930402 26.583258
- L 115.659441 26.874802
- L 116.023961 26.674923
- L 116.388481 27.125937
- L 116.753001 26.75661
- L 117.11752 27.292657
- L 117.48204 27.606638
- L 117.84656 27.359594
- L 118.21108 28.091801
- L 118.575599 27.545403
- L 119.304639 27.705492
- L 119.669159 27.137155
- L 120.033678 26.930582
- L 120.398198 26.077146
- L 120.762718 25.916623
- L 121.127238 25.164521
- L 121.491757 25.864624
- L 121.856277 26.23488
- L 122.220797 27.210289
- L 122.585317 26.996341
- L 122.949836 27.167958
- L 123.314356 27.047535
- L 123.678876 27.405705
- L 124.043396 26.953452
- L 124.407915 27.541437
- L 124.772435 26.645236
- L 125.136955 26.611768
- L 125.501475 26.69581
- L 125.865994 26.554996
- L 126.230514 26.068221
- L 126.595034 25.921644
- L 126.959554 25.40859
- L 127.688593 25.496847
- L 128.053113 25.597871
- L 128.417633 25.53893
- L 128.782152 25.937944
- L 129.146672 25.51042
- L 129.875712 26.468599
- L 130.240231 26.445915
- L 130.604751 26.75159
- L 130.969271 25.97197
- L 131.333791 26.360943
- L 131.69831 26.225459
- L 132.06283 26.284772
- L 133.156389 25.444723
- L 133.520909 25.416771
- L 134.249949 26.22298
- L 134.614468 26.326855
- L 134.978988 25.82378
- L 135.343508 25.064737
- L 135.708028 24.566372
- L 136.072547 24.703343
- L 136.437067 24.686919
- L 136.801587 25.045462
- L 137.166107 24.588002
- L 137.895146 24.970592
- L 138.259666 25.284263
- L 138.624186 25.32585
- L 138.988705 25.610142
- L 139.353225 25.28135
- L 139.717745 25.408652
- L 140.082265 25.330684
- L 140.446784 25.025071
- L 140.811304 25.194023
- L 141.175824 25.895923
- L 141.540344 25.442864
- L 141.904863 25.972651
- L 142.269383 25.253893
- L 142.998423 24.738733
- L 143.362942 24.784906
- L 143.727462 25.080479
- L 144.091982 25.589442
- L 144.456502 25.348162
- L 145.185541 25.286308
- L 145.550061 25.018811
- L 145.914581 25.378407
- L 146.2791 25.441253
- L 146.64362 26.57235
- L 147.00814 26.446968
- L 147.37266 26.635877
- L 147.737179 27.167276
- L 148.101699 27.142795
- L 148.466219 26.887136
- L 148.830739 26.192921
- L 149.559778 25.912657
- L 149.924298 26.085513
- L 150.288818 25.705465
- L 150.653337 25.892266
- L 151.017857 25.420056
- L 151.382377 25.365887
- L 152.111416 25.776615
- L 152.840456 25.50478
- L 153.204976 26.036613
- L 153.569495 25.719658
- L 153.934015 25.783247
- L 154.298535 26.120469
- L 154.663055 27.071768
- L 155.027574 26.496427
- L 155.392094 27.195724
- L 155.756614 26.434449
- L 156.121134 26.707958
- L 156.485653 26.334541
- L 156.850173 26.361067
- L 157.579213 25.777297
- L 157.943732 24.74022
- L 158.308252 24.704769
- L 158.672772 24.067946
- L 159.037292 24.117032
- L 159.401811 24.009253
- L 159.766331 24.224006
- L 160.130851 23.965744
- L 160.495371 24.224626
- L 160.85989 24.155397
- L 161.22441 23.8716
- L 161.58893 24.067822
- L 161.95345 23.732955
- L 162.317969 24.597919
- L 163.047009 24.647749
- L 163.411529 24.460018
- L 163.776048 24.479789
- L 164.140568 24.234604
- L 164.505088 25.658361
- L 164.869608 25.26914
- L 165.234127 25.132788
- L 165.598647 25.194766
- L 166.327687 24.469501
- L 166.692206 24.9489
- L 167.421246 25.401277
- L 167.785766 24.816019
- L 168.150285 24.867647
- L 168.514805 24.435847
- L 168.879325 24.778399
- L 169.243845 24.148269
- L 169.608364 23.793755
- L 169.972884 23.201184
- L 170.337404 23.002979
- L 170.701924 22.544652
- L 171.066443 22.691478
- L 171.430963 22.397641
- L 171.795483 22.698543
- L 172.160003 21.567942
- L 172.524522 21.732679
- L 172.889042 20.984792
- L 173.253562 21.064247
- L 173.982601 22.193795
- L 174.347121 22.461912
- L 174.711641 22.463585
- L 175.44068 23.166849
- L 175.8052 23.848358
- L 176.16972 23.908662
- L 176.53424 24.449482
- L 176.898759 24.087407
- L 177.263279 24.619301
- L 177.627799 23.499856
- L 177.992319 23.869492
- L 178.356838 23.386436
- L 178.721358 23.653189
- L 179.085878 23.196102
- L 179.450398 23.408624
- L 179.814917 23.147759
- L 180.179437 24.407771
- L 180.543957 23.891742
- L 180.908477 24.860148
- L 181.272996 24.179382
- L 182.002036 24.214028
- L 182.731075 23.587059
- L 183.095595 23.772249
- L 183.460115 23.296011
- L 183.824635 23.763634
- L 184.189154 22.986865
- L 184.553674 23.493038
- L 184.918194 23.223125
- L 185.282714 23.239859
- L 185.647233 23.026902
- L 186.011753 23.222567
- L 186.376273 22.464143
- L 186.740793 22.19082
- L 187.105312 21.200537
- L 187.469832 21.3548
- L 187.834352 21.228179
- L 188.198872 21.660537
- L 188.563391 21.901073
- L 188.927911 21.981211
- L 189.292431 21.625891
- L 189.656951 22.178672
- L 190.02147 22.061596
- L 190.75051 22.036867
- L 191.11503 21.786724
- L 191.479549 21.878389
- L 191.844069 21.319906
- L 192.208589 22.148241
- L 192.573109 21.651736
- L 192.937628 21.844178
- L 193.302148 21.477516
- L 194.031188 21.312221
- L 194.760227 21.249066
- L 195.124747 22.088619
- L 195.489267 21.646034
- L 195.853786 22.49445
- L 196.218306 21.693137
- L 198.040905 23.281632
- L 198.405425 22.971494
- L 198.769944 24.107612
- L 199.134464 23.490683
- L 199.498984 23.560656
- L 199.863504 23.253742
- L 200.228023 23.228455
- L 200.592543 22.971246
- L 201.321583 21.99497
- L 201.686102 21.821246
- L 202.415142 22.169004
- L 202.779662 22.787358
- L 203.144181 22.275978
- L 203.508701 22.940939
- L 203.873221 22.495256
- L 204.96678 22.384873
- L 205.3313 22.046721
- L 205.69582 21.958651
- L 206.060339 21.338314
- L 206.424859 21.379777
- L 206.789379 20.909612
- L 207.882938 20.664924
- L 209.341017 21.349408
- L 209.705537 21.393908
- L 210.070057 22.137705
- L 210.434576 22.138945
- L 210.799096 22.462841
- L 211.163616 22.41456
- L 211.892656 22.682181
- L 212.257175 23.193623
- L 212.621695 23.41005
- L 212.986215 23.4843
- L 213.715254 22.654043
- L 214.079774 21.902933
- L 214.444294 21.478756
- L 214.808814 20.713204
- L 215.173333 21.119842
- L 215.902373 20.536133
- L 216.266893 20.820054
- L 216.631412 21.412439
- L 216.995932 21.527966
- L 217.360452 22.413383
- L 217.724972 21.791063
- L 218.089491 21.920844
- L 218.454011 21.188823
- L 219.183051 21.544576
- L 219.54757 21.378166
- L 219.91209 19.980377
- L 220.27661 21.755983
- L 220.64113 21.825584
- L 221.005649 23.166601
- L 221.370169 23.819414
- L 221.734689 24.035159
- L 222.828248 23.55483
- L 223.192768 23.23521
- L 223.557288 23.366418
- L 223.921807 22.928172
- L 224.286327 23.233971
- L 224.650847 22.677037
- L 225.015367 23.10078
- L 225.379886 22.496309
- L 225.744406 22.804588
- L 226.108926 22.567336
- L 226.473446 22.519489
- L 226.837965 23.084108
- L 227.202485 23.362761
- L 227.567005 23.450212
- L 227.931525 23.857345
- L 228.660564 23.694467
- L 229.025084 24.373125
- L 229.389604 24.49485
- L 229.754123 24.837216
- L 230.118643 23.691864
- L 230.483163 23.490125
- L 230.847683 22.667554
- L 231.212202 22.172351
- L 231.576722 21.976315
- L 231.941242 22.344959
- L 232.670281 22.390451
- L 233.034801 22.147064
- L 233.763841 22.327234
- L 234.12836 22.723396
- L 235.586439 23.0124
- L 235.950959 23.838627
- L 236.315479 23.907795
- L 236.679999 23.849721
- L 237.044518 23.115407
- L 237.409038 23.071898
- L 237.773558 22.46749
- L 238.138078 22.40923
- L 238.502597 21.543027
- L 238.867117 22.071823
- L 239.231637 21.484892
- L 239.596157 21.969249
- L 240.325196 22.024843
- L 240.689716 21.645352
- L 241.418755 21.830542
- L 241.783275 22.645676
- L 242.147795 21.943466
- L 242.512315 22.168012
- L 242.876834 21.599861
- L 243.241354 21.843124
- L 243.605874 21.575193
- L 243.970394 21.799615
- L 244.334913 21.597691
- L 244.699433 21.612628
- L 245.063953 21.183555
- L 245.428473 21.291334
- L 245.792992 20.814848
- L 246.157512 21.503051
- L 246.522032 21.211135
- L 246.886552 21.534412
- L 247.251071 21.50082
- L 247.615591 21.723569
- L 247.980111 21.034064
- L 248.344631 21.200971
- L 248.70915 20.707626
- L 249.07367 21.038526
- L 249.43819 20.582059
- L 249.80271 20.590302
- L 250.167229 20.811067
- L 250.531749 20.673848
- L 250.896269 21.215845
- L 251.260789 20.77481
- L 251.625308 21.980281
- L 251.989828 21.812631
- L 252.718868 22.900282
- L 253.083387 22.991575
- L 253.447907 22.681437
- L 253.812427 23.042397
- L 254.176947 22.741246
- L 254.905986 22.824854
- L 256.728585 20.709548
- L 257.457624 20.235169
- L 257.822144 20.290515
- L 258.186664 19.973622
- L 258.551184 20.28723
- L 258.915703 19.588801
- L 259.280223 19.787378
- L 259.644743 19.40987
- L 260.009263 19.566117
- L 260.373782 19.143489
- L 260.738302 19.153592
- L 261.102822 18.913737
- L 261.467342 19.490318
- L 261.831861 19.741266
- L 262.196381 20.196618
- L 263.28994 20.96062
- L 263.65446 21.831968
- L 264.01898 21.356907
- L 264.3835 22.454102
- L 264.748019 21.491151
- L 265.112539 21.611636
- L 265.477059 20.657796
- L 265.841579 20.228661
- L 266.570618 21.15709
- L 267.299658 21.460348
- L 267.664177 20.865794
- L 268.028697 20.990494
- L 268.757737 19.352479
- L 269.486776 18.970075
- L 269.851296 19.580124
- L 270.944855 20.634306
- L 271.673895 19.853942
- L 272.038414 20.163212
- L 272.402934 19.926395
- L 272.767454 20.496282
- L 273.131974 20.078426
- L 273.496493 20.792846
- L 274.225533 21.370356
- L 274.590053 21.348974
- L 274.954572 21.053215
- L 275.683612 20.067456
- L 276.048132 19.757629
- L 276.412651 20.216141
- L 276.777171 19.945484
- L 277.141691 20.629286
- L 277.506211 20.007276
- L 277.87073 19.938914
- L 278.59977 19.48474
- L 279.328809 18.697558
- L 279.693329 18.750115
- L 280.422369 17.713411
- L 280.786888 16.704844
- L 281.151408 16.743828
- L 281.515928 16.322316
- L 281.880448 17.713535
- L 282.244967 17.265
- L 282.609487 18.692972
- L 282.974007 19.614646
- L 283.703046 20.132595
- L 284.067566 19.959305
- L 284.432086 20.000024
- L 284.796606 20.66796
- L 285.161125 20.771154
- L 285.525645 21.317117
- L 285.890165 21.278505
- L 286.619204 18.321476
- L 286.983724 18.466814
- L 287.348244 18.459625
- L 288.077283 19.197596
- L 288.441803 20.228351
- L 288.806323 19.688213
- L 289.535362 18.379611
- L 289.899882 20.850733
- L 290.264402 21.478942
- L 290.628922 22.409602
- L 290.993441 22.929473
- L 291.722481 21.603207
- L 292.087001 19.971081
- L 292.45152 19.646564
- L 292.81604 18.903883
- L 293.54508 18.878472
- L 293.909599 19.465155
- L 294.274119 19.221582
- L 294.638639 20.611684
- L 295.003159 20.492997
- L 295.367678 20.605859
- L 295.732198 21.191178
- L 296.096718 21.185104
- L 296.461238 21.597072
- L 296.825757 20.948039
- L 297.554797 22.180098
- L 298.283836 22.20805
- L 298.648356 22.082917
- L 299.012876 21.549968
- L 299.377396 22.556428
- L 299.741915 22.26978
- L 300.106435 22.47846
- L 300.470955 21.910308
- L 300.835475 21.933488
- L 301.199994 21.634568
- L 301.564514 21.881426
- L 301.929034 21.224336
- L 302.293554 21.144943
- L 302.658073 20.452339
- L 303.022593 20.485745
- L 303.387113 19.828221
- L 303.751633 20.049049
- L 304.116152 19.404354
- L 304.480672 19.668876
- L 304.845192 19.530851
- L 305.209712 19.931291
- L 305.574231 20.004115
- L 305.938751 20.596066
- L 306.667791 20.762539
- L 307.39683 20.059585
- L 307.76135 20.30291
- L 308.12587 20.259464
- L 308.49039 20.522932
- L 308.854909 20.034236
- L 309.219429 19.883258
- L 309.583949 19.230692
- L 310.677508 18.451444
- L 311.042028 17.648334
- L 311.406548 17.145569
- L 311.771067 17.161311
- L 312.135587 18.176882
- L 312.500107 17.828752
- L 312.864627 18.429442
- L 313.229146 18.265386
- L 313.593666 18.368455
- L 313.958186 18.336723
- L 314.687225 17.952955
- L 315.051745 18.150603
- L 315.416265 17.957976
- L 315.780785 18.748628
- L 316.145304 18.381471
- L 316.509824 18.652438
- L 316.874344 18.121473
- L 317.238864 18.387978
- L 317.603383 17.533427
- L 317.967903 17.388088
- L 318.696943 17.669096
- L 319.425982 17.669778
- L 319.790502 17.186474
- L 320.155022 17.453289
- L 320.519541 16.353491
- L 320.884061 16.806921
- L 321.248581 16.509117
- L 322.34214 17.937585
- L 322.70666 17.881123
- L 323.435699 16.850492
- L 323.800219 17.11991
- L 324.164739 16.729449
- L 324.529259 17.067539
- L 324.893778 16.828304
- L 325.258298 17.64697
- L 325.622818 17.158398
- L 325.987338 17.365714
- L 326.351857 17.281672
- L 326.716377 16.986409
- L 327.080897 16.493003
- L 327.445417 16.519716
- L 327.809936 16.221292
- L 328.174456 16.414663
- L 328.538976 16.033251
- L 328.903496 16.874849
- L 329.268015 16.36037
- L 329.632535 17.040702
- L 329.997055 16.678813
- L 330.361575 16.933232
- L 330.726094 16.819937
- L 331.455134 17.345138
- L 331.819654 17.219261
- L 332.184173 16.727466
- L 332.548693 16.42991
- L 332.913213 15.745673
- L 333.277733 15.672911
- L 333.642252 15.449667
- L 334.006772 16.343946
- L 334.371292 16.039387
- L 334.735812 16.476331
- L 335.100331 16.417948
- L 335.464851 17.021427
- L 335.829371 16.887617
- L 336.193891 17.575014
- L 336.55841 17.583443
- L 336.92293 18.018652
- L 337.28745 17.148978
- L 337.65197 17.391435
- L 338.016489 17.144701
- L 338.381009 17.234755
- L 338.745529 17.518056
- L 339.474568 17.576625
- L 339.839088 17.784809
- L 340.203608 17.570737
- L 340.568128 18.21035
- L 340.932647 17.691966
- L 341.297167 18.190765
- L 342.390726 15.549513
- L 342.755246 16.084631
- L 343.119766 17.110241
- L 343.484286 17.557846
- L 344.213325 19.031123
- L 344.577845 18.735799
- L 344.942365 19.16921
- L 345.306884 18.60298
- L 345.671404 18.787736
- L 346.035924 18.099037
- L 346.400444 16.368118
- L 346.764963 15.979206
- L 347.129483 18.298854
- L 347.494003 18.597774
- L 347.858523 20.017874
- L 348.223042 19.932778
- L 348.587562 19.337108
- L 348.952082 18.019396
- L 349.316602 17.865504
- L 349.681121 17.572163
- L 350.045641 18.531395
- L 350.410161 18.19814
- L 350.774681 18.287388
- L 351.1392 17.338816
- L 352.23276 17.416412
- L 352.597279 16.976865
- L 352.961799 17.010147
- L 353.326319 16.649931
- L 353.690839 17.236862
- L 354.055358 16.462262
- L 354.419878 16.437657
- L 355.148918 17.278264
- L 355.513437 17.436183
- L 355.877957 19.020959
- L 356.242477 18.596038
- L 356.606997 19.069488
- L 356.971516 18.572735
- L 357.336036 18.610045
- L 358.429595 17.722831
- L 358.794115 18.491482
- L 359.158635 18.508401
- L 359.523155 18.383268
- L 359.887674 18.622875
- L 360.616714 18.7208
- L 360.981234 18.350482
- L 361.345753 18.573788
- L 361.710273 18.09222
- L 362.074793 18.093397
- L 362.439313 18.556001
- L 362.803832 18.739083
- L 363.532872 18.318749
- L 363.897392 18.268547
- L 364.626431 17.807183
- L 365.355471 18.273443
- L 366.08451 17.09766
- L 366.81355 17.509875
- L 367.178069 18.055033
- L 367.542589 18.180662
- L 367.907109 17.307765
- L 368.271629 16.838592
- L 368.636148 15.769101
- L 369.365188 15.276005
- L 369.729708 14.970453
- L 370.094227 14.229879
- L 370.458747 14.425915
- L 370.823267 13.93536
- L 371.916826 17.090161
- L 372.281346 16.998123
- L 372.281346 16.998123
- " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_1">
- <g id="patch_3">
- <path d="M 18.697188 25.935276
- L 29.974688 25.935276
- Q 32.374688 25.935276 32.374688 23.535276
- L 32.374688 15.792776
- Q 32.374688 13.392776 29.974688 13.392776
- L 18.697188 13.392776
- Q 16.297188 13.392776 16.297188 15.792776
- L 16.297188 23.535276
- Q 16.297188 25.935276 18.697188 25.935276
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GS -->
- <defs>
- <path d="M 59.515625 10.40625
- L 59.515625 29.984375
- L 43.40625 29.984375
- L 43.40625 38.09375
- L 69.28125 38.09375
- L 69.28125 6.78125
- Q 63.578125 2.734375 56.6875 0.65625
- Q 49.8125 -1.421875 42 -1.421875
- Q 24.90625 -1.421875 15.25 8.5625
- Q 5.609375 18.5625 5.609375 36.375
- Q 5.609375 54.25 15.25 64.234375
- Q 24.90625 74.21875 42 74.21875
- Q 49.125 74.21875 55.546875 72.453125
- Q 61.96875 70.703125 67.390625 67.28125
- L 67.390625 56.78125
- Q 61.921875 61.421875 55.765625 63.765625
- Q 49.609375 66.109375 42.828125 66.109375
- Q 29.4375 66.109375 22.71875 58.640625
- Q 16.015625 51.171875 16.015625 36.375
- Q 16.015625 21.625 22.71875 14.15625
- Q 29.4375 6.6875 42.828125 6.6875
- Q 48.046875 6.6875 52.140625 7.59375
- Q 56.25 8.5 59.515625 10.40625
- z
- " id="DejaVuSans-47"/>
- <path d="M 53.515625 70.515625
- L 53.515625 60.890625
- Q 47.90625 63.578125 42.921875 64.890625
- Q 37.9375 66.21875 33.296875 66.21875
- Q 25.25 66.21875 20.875 63.09375
- Q 16.5 59.96875 16.5 54.203125
- Q 16.5 49.359375 19.40625 46.890625
- Q 22.3125 44.4375 30.421875 42.921875
- L 36.375 41.703125
- Q 47.40625 39.59375 52.65625 34.296875
- Q 57.90625 29 57.90625 20.125
- Q 57.90625 9.515625 50.796875 4.046875
- Q 43.703125 -1.421875 29.984375 -1.421875
- Q 24.8125 -1.421875 18.96875 -0.25
- Q 13.140625 0.921875 6.890625 3.21875
- L 6.890625 13.375
- Q 12.890625 10.015625 18.65625 8.296875
- Q 24.421875 6.59375 29.984375 6.59375
- Q 38.421875 6.59375 43.015625 9.90625
- Q 47.609375 13.234375 47.609375 19.390625
- Q 47.609375 24.75 44.3125 27.78125
- Q 41.015625 30.8125 33.5 32.328125
- L 27.484375 33.5
- Q 16.453125 35.6875 11.515625 40.375
- Q 6.59375 45.0625 6.59375 53.421875
- Q 6.59375 63.09375 13.40625 68.65625
- Q 20.21875 74.21875 32.171875 74.21875
- Q 37.3125 74.21875 42.625 73.28125
- Q 47.953125 72.359375 53.515625 70.515625
- z
- " id="DejaVuSans-53"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_2">
- <g id="patch_4">
- <path d="M 280.129663 22.799651
- L 365.209663 22.799651
- Q 366.409663 22.799651 366.409663 21.599651
- L 366.409663 17.728401
- Q 366.409663 16.528401 365.209663 16.528401
- L 280.129663 16.528401
- Q 278.929663 16.528401 278.929663 17.728401
- L 278.929663 21.599651
- Q 278.929663 22.799651 280.129663 22.799651
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 663.836 $\bullet$ mean: 654.697 $\bullet$ $\sigma$: 3.926 -->
- <defs>
- <path d="M 52 44.1875
- Q 55.375 50.25 60.0625 53.125
- Q 64.75 56 71.09375 56
- Q 79.640625 56 84.28125 50.015625
- Q 88.921875 44.046875 88.921875 33.015625
- L 88.921875 0
- L 79.890625 0
- L 79.890625 32.71875
- Q 79.890625 40.578125 77.09375 44.375
- Q 74.3125 48.1875 68.609375 48.1875
- Q 61.625 48.1875 57.5625 43.546875
- Q 53.515625 38.921875 53.515625 30.90625
- L 53.515625 0
- L 44.484375 0
- L 44.484375 32.71875
- Q 44.484375 40.625 41.703125 44.40625
- Q 38.921875 48.1875 33.109375 48.1875
- Q 26.21875 48.1875 22.15625 43.53125
- Q 18.109375 38.875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.1875 51.21875 25.484375 53.609375
- Q 29.78125 56 35.6875 56
- Q 41.65625 56 45.828125 52.96875
- Q 50 49.953125 52 44.1875
- z
- " id="DejaVuSans-6d"/>
- <path d="M 34.28125 27.484375
- Q 23.390625 27.484375 19.1875 25
- Q 14.984375 22.515625 14.984375 16.5
- Q 14.984375 11.71875 18.140625 8.90625
- Q 21.296875 6.109375 26.703125 6.109375
- Q 34.1875 6.109375 38.703125 11.40625
- Q 43.21875 16.703125 43.21875 25.484375
- L 43.21875 27.484375
- z
- M 52.203125 31.203125
- L 52.203125 0
- L 43.21875 0
- L 43.21875 8.296875
- Q 40.140625 3.328125 35.546875 0.953125
- Q 30.953125 -1.421875 24.3125 -1.421875
- Q 15.921875 -1.421875 10.953125 3.296875
- Q 6 8.015625 6 15.921875
- Q 6 25.140625 12.171875 29.828125
- Q 18.359375 34.515625 30.609375 34.515625
- L 43.21875 34.515625
- L 43.21875 35.40625
- Q 43.21875 41.609375 39.140625 45
- Q 35.0625 48.390625 27.6875 48.390625
- Q 23 48.390625 18.546875 47.265625
- Q 14.109375 46.140625 10.015625 43.890625
- L 10.015625 52.203125
- Q 14.9375 54.109375 19.578125 55.046875
- Q 24.21875 56 28.609375 56
- Q 40.484375 56 46.34375 49.84375
- Q 52.203125 43.703125 52.203125 31.203125
- z
- " id="DejaVuSans-61"/>
- <path d="M 54.890625 54.6875
- L 35.109375 28.078125
- L 55.90625 0
- L 45.3125 0
- L 29.390625 21.484375
- L 13.484375 0
- L 2.875 0
- L 24.125 28.609375
- L 4.6875 54.6875
- L 15.28125 54.6875
- L 29.78125 35.203125
- L 44.28125 54.6875
- z
- " id="DejaVuSans-78"/>
- <path d="M 11.71875 12.40625
- L 22.015625 12.40625
- L 22.015625 0
- L 11.71875 0
- z
- M 11.71875 51.703125
- L 22.015625 51.703125
- L 22.015625 39.3125
- L 11.71875 39.3125
- z
- " id="DejaVuSans-3a"/>
- <path id="DejaVuSans-20"/>
- <path d="M 33.015625 40.375
- Q 26.375 40.375 22.484375 35.828125
- Q 18.609375 31.296875 18.609375 23.390625
- Q 18.609375 15.53125 22.484375 10.953125
- Q 26.375 6.390625 33.015625 6.390625
- Q 39.65625 6.390625 43.53125 10.953125
- Q 47.40625 15.53125 47.40625 23.390625
- Q 47.40625 31.296875 43.53125 35.828125
- Q 39.65625 40.375 33.015625 40.375
- z
- M 52.59375 71.296875
- L 52.59375 62.3125
- Q 48.875 64.0625 45.09375 64.984375
- Q 41.3125 65.921875 37.59375 65.921875
- Q 27.828125 65.921875 22.671875 59.328125
- Q 17.53125 52.734375 16.796875 39.40625
- Q 19.671875 43.65625 24.015625 45.921875
- Q 28.375 48.1875 33.59375 48.1875
- Q 44.578125 48.1875 50.953125 41.515625
- Q 57.328125 34.859375 57.328125 23.390625
- Q 57.328125 12.15625 50.6875 5.359375
- Q 44.046875 -1.421875 33.015625 -1.421875
- Q 20.359375 -1.421875 13.671875 8.265625
- Q 6.984375 17.96875 6.984375 36.375
- Q 6.984375 53.65625 15.1875 63.9375
- Q 23.390625 74.21875 37.203125 74.21875
- Q 40.921875 74.21875 44.703125 73.484375
- Q 48.484375 72.75 52.59375 71.296875
- z
- " id="DejaVuSans-36"/>
- <path d="M 40.578125 39.3125
- Q 47.65625 37.796875 51.625 33
- Q 55.609375 28.21875 55.609375 21.1875
- Q 55.609375 10.40625 48.1875 4.484375
- Q 40.765625 -1.421875 27.09375 -1.421875
- Q 22.515625 -1.421875 17.65625 -0.515625
- Q 12.796875 0.390625 7.625 2.203125
- L 7.625 11.71875
- Q 11.71875 9.328125 16.59375 8.109375
- Q 21.484375 6.890625 26.8125 6.890625
- Q 36.078125 6.890625 40.9375 10.546875
- Q 45.796875 14.203125 45.796875 21.1875
- Q 45.796875 27.640625 41.28125 31.265625
- Q 36.765625 34.90625 28.71875 34.90625
- L 20.21875 34.90625
- L 20.21875 43.015625
- L 29.109375 43.015625
- Q 36.375 43.015625 40.234375 45.921875
- Q 44.09375 48.828125 44.09375 54.296875
- Q 44.09375 59.90625 40.109375 62.90625
- Q 36.140625 65.921875 28.71875 65.921875
- Q 24.65625 65.921875 20.015625 65.03125
- Q 15.375 64.15625 9.8125 62.3125
- L 9.8125 71.09375
- Q 15.4375 72.65625 20.34375 73.4375
- Q 25.25 74.21875 29.59375 74.21875
- Q 40.828125 74.21875 47.359375 69.109375
- Q 53.90625 64.015625 53.90625 55.328125
- Q 53.90625 49.265625 50.4375 45.09375
- Q 46.96875 40.921875 40.578125 39.3125
- z
- " id="DejaVuSans-33"/>
- <path d="M 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <path d="M 31.78125 34.625
- Q 24.75 34.625 20.71875 30.859375
- Q 16.703125 27.09375 16.703125 20.515625
- Q 16.703125 13.921875 20.71875 10.15625
- Q 24.75 6.390625 31.78125 6.390625
- Q 38.8125 6.390625 42.859375 10.171875
- Q 46.921875 13.96875 46.921875 20.515625
- Q 46.921875 27.09375 42.890625 30.859375
- Q 38.875 34.625 31.78125 34.625
- z
- M 21.921875 38.8125
- Q 15.578125 40.375 12.03125 44.71875
- Q 8.5 49.078125 8.5 55.328125
- Q 8.5 64.0625 14.71875 69.140625
- Q 20.953125 74.21875 31.78125 74.21875
- Q 42.671875 74.21875 48.875 69.140625
- Q 55.078125 64.0625 55.078125 55.328125
- Q 55.078125 49.078125 51.53125 44.71875
- Q 48 40.375 41.703125 38.8125
- Q 48.828125 37.15625 52.796875 32.3125
- Q 56.78125 27.484375 56.78125 20.515625
- Q 56.78125 9.90625 50.3125 4.234375
- Q 43.84375 -1.421875 31.78125 -1.421875
- Q 19.734375 -1.421875 13.25 4.234375
- Q 6.78125 9.90625 6.78125 20.515625
- Q 6.78125 27.484375 10.78125 32.3125
- Q 14.796875 37.15625 21.921875 38.8125
- z
- M 18.3125 54.390625
- Q 18.3125 48.734375 21.84375 45.5625
- Q 25.390625 42.390625 31.78125 42.390625
- Q 38.140625 42.390625 41.71875 45.5625
- Q 45.3125 48.734375 45.3125 54.390625
- Q 45.3125 60.0625 41.71875 63.234375
- Q 38.140625 66.40625 31.78125 66.40625
- Q 25.390625 66.40625 21.84375 63.234375
- Q 18.3125 60.0625 18.3125 54.390625
- z
- " id="DejaVuSans-38"/>
- <path d="M 16.796875 31.34375
- Q 16.796875 37.40625 21.015625 41.578125
- Q 25.25 45.75 31.390625 45.75
- Q 37.453125 45.75 41.625 41.578125
- Q 45.796875 37.40625 45.796875 31.34375
- Q 45.796875 25.25 41.59375 21.046875
- Q 37.40625 16.84375 31.296875 16.84375
- Q 25.203125 16.84375 21 21.046875
- Q 16.796875 25.25 16.796875 31.34375
- z
- " id="DejaVuSans-2219"/>
- <path d="M 56.203125 29.59375
- L 56.203125 25.203125
- L 14.890625 25.203125
- Q 15.484375 15.921875 20.484375 11.0625
- Q 25.484375 6.203125 34.421875 6.203125
- Q 39.59375 6.203125 44.453125 7.46875
- Q 49.3125 8.734375 54.109375 11.28125
- L 54.109375 2.78125
- Q 49.265625 0.734375 44.1875 -0.34375
- Q 39.109375 -1.421875 33.890625 -1.421875
- Q 20.796875 -1.421875 13.15625 6.1875
- Q 5.515625 13.8125 5.515625 26.8125
- Q 5.515625 40.234375 12.765625 48.109375
- Q 20.015625 56 32.328125 56
- Q 43.359375 56 49.78125 48.890625
- Q 56.203125 41.796875 56.203125 29.59375
- z
- M 47.21875 32.234375
- Q 47.125 39.59375 43.09375 43.984375
- Q 39.0625 48.390625 32.421875 48.390625
- Q 24.90625 48.390625 20.390625 44.140625
- Q 15.875 39.890625 15.1875 32.171875
- z
- " id="DejaVuSans-65"/>
- <path d="M 54.890625 33.015625
- L 54.890625 0
- L 45.90625 0
- L 45.90625 32.71875
- Q 45.90625 40.484375 42.875 44.328125
- Q 39.84375 48.1875 33.796875 48.1875
- Q 26.515625 48.1875 22.3125 43.546875
- Q 18.109375 38.921875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.34375 51.125 25.703125 53.5625
- Q 30.078125 56 35.796875 56
- Q 45.21875 56 50.046875 50.171875
- Q 54.890625 44.34375 54.890625 33.015625
- z
- " id="DejaVuSans-6e"/>
- <path d="M 10.796875 72.90625
- L 49.515625 72.90625
- L 49.515625 64.59375
- L 19.828125 64.59375
- L 19.828125 46.734375
- Q 21.96875 47.46875 24.109375 47.828125
- Q 26.265625 48.1875 28.421875 48.1875
- Q 40.625 48.1875 47.75 41.5
- Q 54.890625 34.8125 54.890625 23.390625
- Q 54.890625 11.625 47.5625 5.09375
- Q 40.234375 -1.421875 26.90625 -1.421875
- Q 22.3125 -1.421875 17.546875 -0.640625
- Q 12.796875 0.140625 7.71875 1.703125
- L 7.71875 11.625
- Q 12.109375 9.234375 16.796875 8.0625
- Q 21.484375 6.890625 26.703125 6.890625
- Q 35.15625 6.890625 40.078125 11.328125
- Q 45.015625 15.765625 45.015625 23.390625
- Q 45.015625 31 40.078125 35.4375
- Q 35.15625 39.890625 26.703125 39.890625
- Q 22.75 39.890625 18.8125 39.015625
- Q 14.890625 38.140625 10.796875 36.28125
- z
- " id="DejaVuSans-35"/>
- <path d="M 37.796875 64.3125
- L 12.890625 25.390625
- L 37.796875 25.390625
- z
- M 35.203125 72.90625
- L 47.609375 72.90625
- L 47.609375 25.390625
- L 58.015625 25.390625
- L 58.015625 17.1875
- L 47.609375 17.1875
- L 47.609375 0
- L 37.796875 0
- L 37.796875 17.1875
- L 4.890625 17.1875
- L 4.890625 26.703125
- z
- " id="DejaVuSans-34"/>
- <path d="M 10.984375 1.515625
- L 10.984375 10.5
- Q 14.703125 8.734375 18.5 7.8125
- Q 22.3125 6.890625 25.984375 6.890625
- Q 35.75 6.890625 40.890625 13.453125
- Q 46.046875 20.015625 46.78125 33.40625
- Q 43.953125 29.203125 39.59375 26.953125
- Q 35.25 24.703125 29.984375 24.703125
- Q 19.046875 24.703125 12.671875 31.3125
- Q 6.296875 37.9375 6.296875 49.421875
- Q 6.296875 60.640625 12.9375 67.421875
- Q 19.578125 74.21875 30.609375 74.21875
- Q 43.265625 74.21875 49.921875 64.515625
- Q 56.59375 54.828125 56.59375 36.375
- Q 56.59375 19.140625 48.40625 8.859375
- Q 40.234375 -1.421875 26.421875 -1.421875
- Q 22.703125 -1.421875 18.890625 -0.6875
- Q 15.09375 0.046875 10.984375 1.515625
- z
- M 30.609375 32.421875
- Q 37.25 32.421875 41.125 36.953125
- Q 45.015625 41.5 45.015625 49.421875
- Q 45.015625 57.28125 41.125 61.84375
- Q 37.25 66.40625 30.609375 66.40625
- Q 23.96875 66.40625 20.09375 61.84375
- Q 16.21875 57.28125 16.21875 49.421875
- Q 16.21875 41.5 20.09375 36.953125
- Q 23.96875 32.421875 30.609375 32.421875
- z
- " id="DejaVuSans-39"/>
- <path d="M 8.203125 72.90625
- L 55.078125 72.90625
- L 55.078125 68.703125
- L 28.609375 0
- L 18.3125 0
- L 43.21875 64.59375
- L 8.203125 64.59375
- z
- " id="DejaVuSans-37"/>
- <path d="M 34.671875 47.5625
- Q 27.25 47.5625 22.21875 42.1875
- Q 16.890625 36.578125 15.140625 27.296875
- Q 13.1875 17.484375 16.3125 11.8125
- Q 19.390625 6.203125 26.65625 6.203125
- Q 33.84375 6.203125 39.109375 11.859375
- Q 44.4375 17.53125 46.34375 27.296875
- Q 48.046875 36.234375 45.015625 42.1875
- Q 42.1875 47.5625 34.671875 47.5625
- z
- M 36.078125 54.734375
- L 65.921875 54.6875
- L 64.15625 45.703125
- L 54.109375 45.703125
- Q 57.90625 38.09375 55.859375 27.296875
- Q 53.21875 13.875 45.0625 6.25
- Q 36.859375 -1.421875 25.140625 -1.421875
- Q 13.375 -1.421875 8.203125 6.25
- Q 3.03125 13.875 5.671875 27.296875
- Q 8.25 40.765625 16.40625 48.390625
- Q 23.1875 54.734375 36.078125 54.734375
- z
- " id="DejaVuSans-Oblique-3c3"/>
- <path d="M 19.1875 8.296875
- L 53.609375 8.296875
- L 53.609375 0
- L 7.328125 0
- L 7.328125 8.296875
- Q 12.9375 14.109375 22.625 23.890625
- Q 32.328125 33.6875 34.8125 36.53125
- Q 39.546875 41.84375 41.421875 45.53125
- Q 43.3125 49.21875 43.3125 52.78125
- Q 43.3125 58.59375 39.234375 62.25
- Q 35.15625 65.921875 28.609375 65.921875
- Q 23.96875 65.921875 18.8125 64.3125
- Q 13.671875 62.703125 7.8125 59.421875
- L 7.8125 69.390625
- Q 13.765625 71.78125 18.9375 73
- Q 24.125 74.21875 28.421875 74.21875
- Q 39.75 74.21875 46.484375 68.546875
- Q 53.21875 62.890625 53.21875 53.421875
- Q 53.21875 48.921875 51.53125 44.890625
- Q 49.859375 40.875 45.40625 35.40625
- Q 44.1875 33.984375 37.640625 27.21875
- Q 31.109375 20.453125 19.1875 8.296875
- z
- " id="DejaVuSans-32"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1999.660156 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(2063.283203 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 660.84 -->
- <defs>
- <path d="M 31.78125 66.40625
- Q 24.171875 66.40625 20.328125 58.90625
- Q 16.5 51.421875 16.5 36.375
- Q 16.5 21.390625 20.328125 13.890625
- Q 24.171875 6.390625 31.78125 6.390625
- Q 39.453125 6.390625 43.28125 13.890625
- Q 47.125 21.390625 47.125 36.375
- Q 47.125 51.421875 43.28125 58.90625
- Q 39.453125 66.40625 31.78125 66.40625
- z
- M 31.78125 74.21875
- Q 44.046875 74.21875 50.515625 64.515625
- Q 56.984375 54.828125 56.984375 36.375
- Q 56.984375 17.96875 50.515625 8.265625
- Q 44.046875 -1.421875 31.78125 -1.421875
- Q 19.53125 -1.421875 13.0625 8.265625
- Q 6.59375 17.96875 6.59375 36.375
- Q 6.59375 54.828125 13.0625 64.515625
- Q 19.53125 74.21875 31.78125 74.21875
- z
- " id="DejaVuSans-30"/>
- </defs>
- <g style="fill:#d3d3d3;" transform="translate(7.2 17.80945)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-38"/>
- <use x="286.279297" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- </g>
- <g id="axes_2">
- <g id="patch_5">
- <path d="M 18.697188 65.2224
- L 372.281346 65.2224
- L 372.281346 39.675648
- L 18.697188 39.675648
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_3">
- <g id="xtick_7"/>
- <g id="xtick_8"/>
- <g id="xtick_9"/>
- <g id="xtick_10"/>
- <g id="xtick_11"/>
- <g id="xtick_12"/>
- </g>
- <g id="matplotlib.axis_4"/>
- <g id="line2d_3">
- <path clip-path="url(#p8857aaa207)" d="M 18.697188 54.723615
- L 372.281346 54.723615
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#p8857aaa207)" d="M 18.697188 41.611008
- L 19.061707 50.781204
- L 19.790747 56.468659
- L 20.155267 56.088352
- L 20.519786 57.599585
- L 20.884306 56.18208
- L 21.248826 58.990776
- L 21.613346 57.430772
- L 21.977865 57.572108
- L 22.342385 58.0401
- L 22.706905 57.799688
- L 23.071425 57.167857
- L 23.435944 58.071436
- L 23.800464 56.816189
- L 24.164984 56.930793
- L 24.529504 57.713956
- L 24.894023 58.156842
- L 25.258543 56.21509
- L 25.987583 58.551005
- L 26.352102 54.670242
- L 26.716622 56.659417
- L 27.081142 55.142093
- L 27.445662 56.012337
- L 27.810181 54.189046
- L 28.174701 57.425239
- L 28.539221 55.80777
- L 28.903741 57.981334
- L 29.26826 55.277572
- L 29.63278 58.867013
- L 29.9973 57.649239
- L 30.36182 57.549513
- L 30.726339 57.204726
- L 31.090859 58.553329
- L 31.455379 55.863701
- L 31.819899 57.435793
- L 32.184418 57.391671
- L 32.548938 59.726331
- L 32.913458 58.362385
- L 33.277978 59.748461
- L 33.642497 59.157079
- L 34.007017 59.72038
- L 34.371537 59.978598
- L 34.736057 58.842186
- L 35.100576 59.087805
- L 35.465096 55.230335
- L 35.829616 56.35545
- L 36.194136 58.18511
- L 36.558655 57.223323
- L 36.923175 57.845158
- L 37.287695 55.723294
- L 37.652215 58.240854
- L 38.016734 58.041309
- L 38.381254 58.150008
- L 39.110294 56.612599
- L 39.839333 57.137358
- L 40.203853 57.860314
- L 40.568373 57.751476
- L 40.932892 58.527433
- L 41.297412 57.797131
- L 41.661932 58.703592
- L 42.026452 58.345834
- L 42.390971 59.019368
- L 42.755491 59.945961
- L 43.120011 59.221378
- L 43.484531 59.941265
- L 43.84905 59.085899
- L 44.21357 59.900538
- L 44.57809 58.802993
- L 44.94261 60.645578
- L 45.307129 59.017323
- L 45.671649 59.729027
- L 46.036169 59.303716
- L 46.400689 59.244298
- L 46.765208 58.118207
- L 47.129728 59.622467
- L 47.494248 58.190177
- L 47.858768 58.284185
- L 48.223287 58.844604
- L 48.587807 58.48652
- L 48.952327 58.392326
- L 49.316847 58.534221
- L 49.681366 59.29795
- L 50.045886 58.280977
- L 50.410406 58.787139
- L 50.774926 58.449093
- L 51.139445 58.456904
- L 51.503965 58.02141
- L 51.868485 58.999423
- L 52.233005 57.345691
- L 52.597524 59.385775
- L 52.962044 57.466989
- L 53.326564 59.100405
- L 53.691084 57.288365
- L 54.055603 58.538126
- L 54.420123 55.894665
- L 54.784643 59.276192
- L 55.149163 56.939905
- L 55.513682 58.343416
- L 55.878202 57.733623
- L 56.242722 58.788394
- L 56.607242 57.498557
- L 56.971761 58.949955
- L 57.336281 56.526356
- L 57.700801 57.750453
- L 58.065321 57.030101
- L 58.42984 58.476291
- L 58.79436 56.443181
- L 59.15888 58.086221
- L 59.5234 57.01327
- L 59.887919 57.759705
- L 60.252439 56.745939
- L 60.616959 57.962737
- L 60.981479 56.514919
- L 61.345998 58.55491
- L 61.710518 57.190732
- L 62.075038 59.044102
- L 62.439558 57.695545
- L 63.168597 58.595451
- L 63.533117 58.058976
- L 63.897637 57.193428
- L 64.262156 59.37801
- L 64.626676 57.342622
- L 64.991196 58.645616
- L 65.355716 57.518596
- L 65.720235 59.149454
- L 66.084755 56.608136
- L 66.449275 56.962687
- L 66.813795 56.968126
- L 67.178314 56.421051
- L 67.542834 58.321983
- L 67.907354 56.44095
- L 68.271874 59.53906
- L 68.636393 56.949157
- L 69.000913 58.431054
- L 69.365433 57.268188
- L 69.729953 59.247041
- L 70.094472 57.465408
- L 70.458992 58.034893
- L 70.823512 57.488329
- L 71.188032 56.538119
- L 71.552551 57.835859
- L 71.917071 55.390362
- L 72.281591 58.111187
- L 72.646111 56.923215
- L 73.01063 59.094314
- L 73.37515 57.766446
- L 73.73967 58.970784
- L 74.10419 57.553372
- L 74.468709 58.777236
- L 74.833229 57.207794
- L 75.197749 57.485354
- L 75.562269 57.587823
- L 75.926788 57.079754
- L 76.291308 57.224903
- L 76.655828 58.262008
- L 77.020348 57.91113
- L 77.749387 59.685883
- L 78.113907 57.654958
- L 78.478427 58.236484
- L 78.842946 57.270838
- L 79.207466 58.827959
- L 79.571986 57.733437
- L 79.936506 58.669281
- L 80.301025 57.984402
- L 80.665545 57.73246
- L 81.030065 58.666817
- L 81.394585 58.219654
- L 81.759104 58.815313
- L 82.123624 57.672811
- L 82.488144 59.438311
- L 82.852664 58.484567
- L 83.217183 58.313243
- L 83.946223 58.553655
- L 84.310743 58.269261
- L 84.675262 59.097429
- L 85.039782 57.459039
- L 85.404302 58.853298
- L 85.768822 57.810289
- L 86.133341 58.864967
- L 86.497861 58.22249
- L 86.862381 58.405855
- L 87.226901 59.882871
- L 87.59142 57.645473
- L 87.95594 58.66412
- L 88.32046 58.189155
- L 88.68498 59.327938
- L 89.049499 57.098584
- L 89.414019 59.421388
- L 89.778539 57.831024
- L 90.143059 58.479685
- L 90.507578 59.719357
- L 90.872098 58.294506
- L 91.236618 58.301387
- L 91.601138 57.733716
- L 91.965657 59.348674
- L 92.330177 57.667511
- L 92.694697 59.791048
- L 93.059217 58.609724
- L 93.423736 58.757942
- L 93.788256 58.068693
- L 94.152776 58.371544
- L 94.881815 58.222118
- L 95.246335 59.027086
- L 95.610855 58.412364
- L 95.975375 60.137184
- L 96.339894 57.684155
- L 96.704414 59.350115
- L 97.068934 58.167954
- L 97.433454 58.985289
- L 97.797973 57.899926
- L 98.162493 58.68188
- L 98.527013 58.289439
- L 98.891533 59.187299
- L 99.256052 57.257634
- L 99.620572 60.073443
- L 99.985092 58.393024
- L 100.349612 59.602103
- L 100.714131 58.17265
- L 101.078651 59.428966
- L 101.443171 58.753014
- L 101.807691 58.702337
- L 102.17221 58.970598
- L 102.53673 57.363544
- L 102.90125 59.255503
- L 103.26577 57.74399
- L 103.630289 58.843767
- L 103.994809 58.139315
- L 104.359329 59.711314
- L 104.723849 56.100207
- L 105.088368 59.386193
- L 105.452888 57.218813
- L 105.817408 58.429845
- L 106.181928 58.947212
- L 106.546447 57.996723
- L 106.910967 59.057306
- L 107.275487 58.014064
- L 107.640007 59.790397
- L 108.004526 57.940421
- L 108.369046 59.898632
- L 108.733566 58.119974
- L 109.098086 59.791467
- L 109.462605 58.81987
- L 109.827125 58.860922
- L 110.191645 60.096735
- L 110.556165 59.730748
- L 110.920684 60.18521
- L 111.285204 58.858272
- L 111.649724 59.061119
- L 112.014244 57.81968
- L 112.378763 59.910394
- L 112.743283 58.574297
- L 113.107803 59.993429
- L 113.472323 58.104957
- L 113.836842 60.06182
- L 114.201362 57.369727
- L 114.565882 59.059491
- L 114.930402 57.983751
- L 115.294922 59.527437
- L 115.659441 58.00723
- L 116.023961 59.003654
- L 116.388481 58.610887
- L 116.753001 59.312735
- L 117.11752 59.248855
- L 117.48204 59.72847
- L 117.84656 58.499445
- L 118.21108 60.964608
- L 118.575599 58.467923
- L 118.940119 59.880035
- L 119.304639 59.532411
- L 119.669159 60.177353
- L 120.033678 59.785609
- L 120.398198 60.526278
- L 120.762718 59.723262
- L 121.127238 60.443289
- L 121.491757 59.72582
- L 121.856277 59.764269
- L 122.220797 60.518793
- L 122.585317 59.646504
- L 122.949836 59.602987
- L 123.314356 60.096596
- L 123.678876 60.869066
- L 124.043396 58.789417
- L 124.407915 60.479088
- L 124.772435 58.490797
- L 125.136955 59.253132
- L 125.501475 58.239878
- L 125.865994 59.982736
- L 126.230514 58.380471
- L 126.595034 60.16759
- L 126.959554 58.314405
- L 127.324073 59.672028
- L 127.688593 58.815267
- L 128.053113 60.315249
- L 128.417633 57.741945
- L 128.782152 60.527255
- L 129.146672 57.871193
- L 129.511192 60.182979
- L 129.875712 58.552818
- L 130.240231 59.478341
- L 130.604751 59.653338
- L 130.969271 59.029783
- L 131.333791 59.055818
- L 131.69831 58.769333
- L 132.06283 59.286839
- L 132.42735 58.471177
- L 132.79187 59.082087
- L 133.156389 57.757194
- L 133.520909 59.322498
- L 133.885429 59.093198
- L 134.249949 60.512098
- L 134.614468 58.791974
- L 134.978988 60.460306
- L 135.343508 58.532965
- L 135.708028 59.722286
- L 136.072547 58.893095
- L 136.437067 59.697971
- L 136.801587 58.717122
- L 137.166107 60.055125
- L 137.530626 58.108118
- L 137.895146 59.893331
- L 138.259666 57.368797
- L 138.624186 57.99291
- L 138.988705 58.274701
- L 139.353225 57.750267
- L 139.717745 59.68207
- L 140.082265 58.930614
- L 140.446784 59.418412
- L 140.811304 57.195381
- L 141.175824 59.955213
- L 141.540344 57.394647
- L 141.904863 59.733584
- L 142.269383 57.74771
- L 142.633903 60.225566
- L 142.998423 57.788391
- L 143.362942 59.130764
- L 143.727462 57.40004
- L 144.091982 59.434313
- L 144.456502 57.538076
- L 144.821021 59.448214
- L 145.185541 58.754362
- L 145.550061 59.265964
- L 145.914581 58.646593
- L 146.2791 57.439838
- L 146.64362 59.572627
- L 147.00814 57.957344
- L 147.37266 59.401814
- L 147.737179 58.221281
- L 148.101699 59.461139
- L 148.466219 59.355415
- L 148.830739 58.894583
- L 149.195258 59.692066
- L 149.559778 58.462623
- L 149.924298 60.138067
- L 150.288818 57.309055
- L 150.653337 59.712104
- L 151.017857 58.243783
- L 151.382377 58.718656
- L 151.746897 57.734924
- L 152.111416 58.79481
- L 152.475936 57.585266
- L 152.840456 58.713449
- L 154.298535 58.281442
- L 154.663055 60.425808
- L 155.027574 58.690482
- L 155.392094 60.703879
- L 155.756614 58.662354
- L 156.121134 59.395491
- L 156.485653 58.847765
- L 156.850173 58.939495
- L 157.214693 58.562767
- L 157.579213 59.372617
- L 157.943732 58.80913
- L 158.308252 59.838796
- L 158.672772 57.550071
- L 159.037292 59.118258
- L 159.401811 58.247038
- L 159.766331 59.011697
- L 160.130851 57.673601
- L 160.495371 60.113612
- L 160.85989 57.84553
- L 161.22441 58.98329
- L 161.58893 58.511533
- L 161.95345 57.440349
- L 162.317969 59.105286
- L 162.682489 58.120904
- L 163.047009 57.986587
- L 163.411529 58.191805
- L 163.776048 59.292464
- L 164.140568 57.247638
- L 164.505088 60.188558
- L 164.869608 58.208123
- L 165.234127 59.381451
- L 165.598647 59.027644
- L 165.963167 59.309434
- L 166.327687 57.748779
- L 166.692206 58.803969
- L 167.056726 57.951393
- L 167.421246 59.236534
- L 167.785766 57.759705
- L 168.150285 59.375918
- L 168.514805 57.288923
- L 168.879325 59.817781
- L 169.243845 58.905834
- L 169.608364 59.653291
- L 169.972884 58.070274
- L 170.337404 59.632277
- L 170.701924 57.641754
- L 171.066443 59.327566
- L 171.430963 56.670064
- L 171.795483 59.55045
- L 172.160003 56.650351
- L 172.524522 58.628228
- L 172.889042 56.450527
- L 173.253562 57.114577
- L 173.618082 56.476284
- L 173.982601 57.428168
- L 174.347121 57.55114
- L 174.711641 58.010392
- L 175.076161 57.280694
- L 175.44068 58.230393
- L 175.8052 58.427474
- L 176.16972 57.634966
- L 176.53424 59.027551
- L 176.898759 57.681226
- L 177.263279 59.50433
- L 177.627799 56.901689
- L 177.992319 58.258149
- L 178.356838 56.729528
- L 178.721358 58.057209
- L 179.085878 56.522404
- L 179.450398 58.471549
- L 179.814917 55.970726
- L 180.179437 58.967715
- L 180.543957 56.345082
- L 180.908477 58.569044
- L 181.272996 56.655791
- L 182.002036 57.642544
- L 182.366556 57.766772
- L 182.731075 57.196357
- L 183.095595 58.5789
- L 183.460115 56.92805
- L 183.824635 57.866916
- L 184.189154 56.700423
- L 184.553674 58.606888
- L 184.918194 57.865893
- L 185.282714 58.926523
- L 185.647233 57.421938
- L 186.011753 58.776167
- L 186.376273 57.168183
- L 186.740793 58.640595
- L 187.105312 56.271299
- L 187.469832 58.204544
- L 187.834352 56.280086
- L 188.198872 57.879423
- L 188.563391 56.666298
- L 188.927911 57.909782
- L 189.292431 56.358193
- L 189.656951 58.274979
- L 190.02147 56.307331
- L 190.38599 58.198221
- L 190.75051 56.891367
- L 191.11503 57.271861
- L 191.479549 58.022805
- L 191.844069 57.013642
- L 192.208589 57.991237
- L 192.573109 58.004394
- L 192.937628 57.691454
- L 193.302148 58.476012
- L 193.666668 57.641847
- L 194.395707 58.080827
- L 194.760227 56.227596
- L 195.124747 58.062184
- L 195.489267 56.11025
- L 195.853786 57.984495
- L 196.218306 56.694054
- L 196.947346 57.354478
- L 197.311865 57.456621
- L 197.676385 57.345319
- L 198.040905 58.344811
- L 198.405425 55.607528
- L 198.769944 58.256336
- L 199.134464 56.006618
- L 199.498984 57.700892
- L 199.863504 57.025219
- L 200.228023 58.701407
- L 200.592543 57.220719
- L 200.957063 57.771421
- L 201.321583 56.831392
- L 201.686102 57.826096
- L 202.050622 56.460755
- L 202.779662 58.115464
- L 203.144181 56.302263
- L 203.508701 57.604234
- L 203.873221 57.785834
- L 204.237741 56.540025
- L 204.60226 57.772537
- L 204.96678 57.424588
- L 205.69582 58.479871
- L 206.060339 56.619248
- L 206.424859 57.484331
- L 206.789379 57.203982
- L 207.153899 57.754219
- L 207.518418 55.921212
- L 207.882938 56.739105
- L 208.247458 56.286502
- L 208.611978 57.136521
- L 208.976497 55.709207
- L 209.341017 58.166931
- L 209.705537 56.065942
- L 210.070057 57.906621
- L 210.434576 56.780065
- L 210.799096 57.748407
- L 211.163616 56.221366
- L 211.528136 58.122159
- L 211.892656 56.511943
- L 212.257175 58.33184
- L 212.621695 57.925775
- L 212.986215 59.338678
- L 213.350735 57.804849
- L 213.715254 58.684856
- L 214.079774 57.237038
- L 214.444294 57.855433
- L 214.808814 56.075148
- L 215.173333 57.047256
- L 215.537853 55.977979
- L 215.902373 57.419613
- L 216.266893 56.348104
- L 216.631412 57.79913
- L 216.995932 55.719667
- L 217.360452 58.329143
- L 217.724972 55.67099
- L 218.089491 57.735203
- L 218.454011 55.120195
- L 218.818531 57.3681
- L 219.183051 56.301426
- L 219.54757 58.471642
- L 219.91209 54.407235
- L 220.27661 56.263116
- L 220.64113 54.495291
- L 221.005649 55.769693
- L 221.370169 55.83548
- L 221.734689 58.046423
- L 222.099209 56.59721
- L 222.463728 58.124902
- L 222.828248 56.697122
- L 223.192768 57.446811
- L 223.557288 56.682105
- L 223.921807 56.948878
- L 224.286327 57.410873
- L 224.650847 56.941672
- L 225.015367 57.776861
- L 225.379886 57.022104
- L 226.108926 57.138381
- L 226.473446 57.752034
- L 226.837965 56.985189
- L 227.202485 57.349735
- L 227.567005 57.052138
- L 227.931525 57.868218
- L 228.296044 57.122992
- L 228.660564 57.330581
- L 229.025084 58.389816
- L 229.389604 57.653191
- L 229.754123 58.724096
- L 230.118643 57.209421
- L 230.483163 58.101795
- L 230.847683 57.984263
- L 231.212202 58.254895
- L 231.576722 56.764443
- L 231.941242 57.709772
- L 232.305762 55.611712
- L 232.670281 57.977986
- L 233.034801 56.410683
- L 233.399321 56.768767
- L 233.763841 56.276041
- L 234.12836 56.915404
- L 234.49288 56.852267
- L 234.8574 57.55221
- L 235.22192 56.535004
- L 235.586439 58.117324
- L 235.950959 57.671509
- L 236.315479 58.426684
- L 236.679999 57.9281
- L 237.044518 57.98682
- L 237.409038 57.027264
- L 237.773558 57.001787
- L 238.138078 58.302131
- L 238.502597 57.049023
- L 238.867117 58.415898
- L 239.231637 55.591162
- L 239.960676 57.403481
- L 240.325196 58.125135
- L 240.689716 57.051766
- L 241.054236 57.843159
- L 241.418755 56.108157
- L 241.783275 58.163956
- L 242.147795 56.219321
- L 242.512315 57.83386
- L 242.876834 56.859427
- L 243.241354 58.248851
- L 243.605874 57.467733
- L 243.970394 57.930843
- L 244.334913 56.945903
- L 244.699433 57.68011
- L 245.063953 55.385387
- L 245.428473 57.679831
- L 245.792992 56.589632
- L 246.157512 57.558951
- L 246.522032 56.258374
- L 246.886552 57.141357
- L 247.251071 56.235267
- L 247.615591 57.777418
- L 247.980111 56.258839
- L 248.344631 57.731623
- L 248.70915 55.542485
- L 249.07367 57.578524
- L 249.43819 56.473169
- L 249.80271 58.066182
- L 250.167229 56.980633
- L 250.531749 56.250796
- L 250.896269 58.199801
- L 251.260789 55.512683
- L 251.625308 57.81252
- L 251.989828 56.157811
- L 252.718868 57.12104
- L 253.083387 57.95116
- L 253.447907 55.556665
- L 253.812427 57.555464
- L 254.176947 56.125545
- L 254.541466 57.337461
- L 254.905986 57.019361
- L 255.270506 57.542911
- L 255.635026 56.749938
- L 255.999545 57.284228
- L 256.364065 56.480793
- L 256.728585 57.123132
- L 257.093105 56.781227
- L 257.457624 56.233733
- L 257.822144 57.382931
- L 258.186664 55.601484
- L 258.551184 57.008063
- L 258.915703 55.023119
- L 259.280223 56.323231
- L 259.644743 55.843988
- L 260.009263 56.775694
- L 260.373782 55.058035
- L 260.738302 56.558529
- L 261.102822 54.856537
- L 261.467342 55.98379
- L 261.831861 55.276456
- L 262.196381 56.37321
- L 262.560901 55.204579
- L 262.925421 56.144096
- L 263.28994 55.464331
- L 263.65446 56.755842
- L 264.01898 54.737238
- L 264.3835 57.523896
- L 264.748019 55.164921
- L 265.112539 57.058647
- L 265.477059 55.905265
- L 266.206098 56.738826
- L 266.570618 56.830788
- L 266.935138 55.764951
- L 267.299658 56.432302
- L 267.664177 54.741375
- L 268.028697 56.546069
- L 268.393217 56.12071
- L 268.757737 55.188074
- L 269.122256 56.150558
- L 269.486776 55.337686
- L 270.215816 55.751003
- L 270.580335 55.287149
- L 270.944855 56.973705
- L 271.309375 55.896989
- L 271.673895 56.984538
- L 272.038414 56.876908
- L 272.402934 55.75807
- L 272.767454 56.905966
- L 273.131974 55.474374
- L 273.861013 56.934884
- L 274.225533 56.210441
- L 274.590053 57.505624
- L 274.954572 56.268742
- L 275.319092 56.690706
- L 275.683612 56.521009
- L 276.048132 56.156881
- L 276.412651 56.684197
- L 276.777171 55.949665
- L 277.141691 56.552438
- L 277.506211 56.233129
- L 277.87073 56.102067
- L 278.23525 57.079568
- L 278.59977 56.466892
- L 278.96429 56.885788
- L 279.328809 56.288315
- L 279.693329 56.661556
- L 280.057849 55.568149
- L 280.422369 55.986673
- L 280.786888 53.926318
- L 281.151408 55.191514
- L 281.515928 52.462042
- L 281.880448 55.522261
- L 282.244967 53.516767
- L 282.609487 55.274457
- L 282.974007 55.807259
- L 283.338527 55.372881
- L 283.703046 55.569497
- L 284.067566 55.492552
- L 284.432086 54.809022
- L 284.796606 56.39827
- L 285.161125 55.013356
- L 285.525645 56.279528
- L 285.890165 55.911913
- L 286.254685 54.058728
- L 286.983724 56.106019
- L 287.348244 54.103082
- L 287.712764 55.671362
- L 288.077283 54.433178
- L 288.806323 55.455405
- L 289.170843 57.197287
- L 289.535362 53.292116
- L 289.899882 56.892623
- L 290.264402 55.228848
- L 290.628922 56.423329
- L 291.722481 58.010856
- L 292.087001 56.698564
- L 292.81604 55.894711
- L 293.18056 56.475958
- L 293.54508 55.726409
- L 293.909599 57.106162
- L 294.274119 54.978579
- L 294.638639 57.510041
- L 295.003159 56.419331
- L 295.367678 57.186966
- L 295.732198 57.527057
- L 296.096718 56.990396
- L 296.461238 58.330166
- L 296.825757 56.505667
- L 297.190277 57.358197
- L 297.554797 57.36373
- L 297.919317 56.620875
- L 298.283836 56.478097
- L 298.648356 57.336067
- L 299.012876 55.874022
- L 299.377396 57.102443
- L 299.741915 56.307749
- L 300.106435 57.473916
- L 300.470955 57.046791
- L 300.835475 57.796666
- L 301.199994 56.251912
- L 301.564514 57.668626
- L 301.929034 55.551458
- L 302.293554 57.833953
- L 302.658073 56.601348
- L 303.022593 57.136754
- L 303.387113 56.655279
- L 303.751633 58.154099
- L 304.116152 55.89857
- L 304.480672 56.667088
- L 304.845192 56.392876
- L 305.209712 56.772393
- L 305.574231 55.719993
- L 305.938751 57.073059
- L 306.303271 56.232943
- L 306.667791 57.516782
- L 307.03231 56.032375
- L 307.39683 56.839575
- L 307.76135 57.133778
- L 308.12587 56.640076
- L 308.49039 56.906384
- L 308.854909 55.910658
- L 309.219429 56.064548
- L 309.583949 55.202022
- L 309.948469 55.755234
- L 310.312988 55.335083
- L 310.677508 56.61697
- L 311.042028 55.54016
- L 311.406548 56.300729
- L 311.771067 54.486132
- L 312.135587 56.338666
- L 312.500107 54.867509
- L 312.864627 56.488279
- L 313.229146 55.473955
- L 313.593666 55.954919
- L 313.958186 55.060034
- L 314.322706 56.2123
- L 314.687225 55.522121
- L 315.051745 56.443414
- L 315.416265 55.05664
- L 315.780785 55.68159
- L 316.145304 55.289799
- L 316.509824 57.309008
- L 316.874344 55.872069
- L 317.238864 56.290082
- L 317.603383 56.015266
- L 317.967903 55.961613
- L 318.696943 56.313328
- L 319.061462 55.433646
- L 319.425982 56.303425
- L 319.790502 55.221502
- L 320.155022 56.051065
- L 320.519541 54.84245
- L 320.884061 56.062874
- L 321.248581 54.709993
- L 321.613101 55.323739
- L 321.97762 56.233222
- L 322.34214 55.843709
- L 322.70666 55.75542
- L 323.07118 55.170732
- L 323.800219 55.727525
- L 324.164739 55.707207
- L 324.529259 56.590841
- L 324.893778 55.098669
- L 325.258298 56.716091
- L 325.622818 54.947987
- L 325.987338 54.661083
- L 326.716377 55.003592
- L 327.080897 54.300861
- L 327.445417 55.364652
- L 327.809936 54.422066
- L 328.174456 56.076217
- L 328.538976 54.336241
- L 328.903496 56.380556
- L 329.268015 55.098018
- L 329.632535 56.036931
- L 330.361575 55.32425
- L 330.726094 55.090533
- L 331.090614 54.53388
- L 331.455134 54.668011
- L 331.819654 55.096949
- L 332.184173 54.845379
- L 332.548693 55.284871
- L 332.913213 53.864576
- L 333.277733 54.908841
- L 333.642252 53.07337
- L 334.006772 54.223962
- L 334.371292 52.897024
- L 334.735812 54.224474
- L 335.100331 53.255015
- L 335.464851 55.577308
- L 335.829371 53.632254
- L 336.193891 56.028562
- L 336.55841 55.132562
- L 336.92293 55.871093
- L 337.28745 54.119261
- L 337.65197 55.427045
- L 338.016489 54.981276
- L 338.381009 53.576742
- L 338.745529 54.58358
- L 339.110049 54.203413
- L 339.474568 54.873739
- L 339.839088 55.006428
- L 340.203608 54.214199
- L 340.568128 55.291473
- L 340.932647 53.955329
- L 341.297167 55.973376
- L 341.661687 55.473025
- L 342.026207 55.597625
- L 342.390726 54.226054
- L 342.755246 53.36748
- L 343.119766 54.244512
- L 343.484286 53.732538
- L 343.848805 54.764203
- L 344.213325 56.361773
- L 344.577845 55.3839
- L 344.942365 56.55295
- L 345.306884 55.004941
- L 345.671404 56.328764
- L 346.035924 56.447319
- L 346.400444 56.746637
- L 346.764963 53.823989
- L 347.129483 56.183149
- L 347.494003 54.192719
- L 347.858523 56.170922
- L 348.223042 56.044695
- L 348.587562 57.904064
- L 348.952082 55.47349
- L 349.316602 56.289756
- L 349.681121 54.949243
- L 350.045641 57.553976
- L 350.410161 55.926186
- L 350.774681 57.602514
- L 351.1392 55.479302
- L 351.50372 56.650491
- L 351.86824 55.938553
- L 352.23276 56.001457
- L 352.597279 53.965697
- L 352.961799 56.251865
- L 353.326319 54.467861
- L 353.690839 57.040794
- L 354.055358 55.034138
- L 354.419878 55.890992
- L 354.784398 55.622591
- L 355.148918 56.354613
- L 355.513437 54.272035
- L 355.877957 57.594192
- L 356.242477 55.807212
- L 356.606997 57.216767
- L 356.971516 57.04879
- L 357.336036 57.988447
- L 357.700556 56.268323
- L 358.065076 56.35638
- L 358.429595 55.914517
- L 358.794115 58.020713
- L 359.158635 55.5277
- L 359.523155 56.167575
- L 359.887674 55.482975
- L 360.252194 55.19979
- L 360.616714 56.18022
- L 360.981234 56.558808
- L 361.345753 56.28534
- L 361.710273 55.432345
- L 362.074793 56.254376
- L 362.439313 55.487764
- L 362.803832 56.328392
- L 363.168352 55.479348
- L 363.532872 56.547463
- L 363.897392 55.991926
- L 364.261911 56.781088
- L 364.626431 56.348476
- L 364.990951 56.198399
- L 365.355471 55.825437
- L 365.71999 56.175571
- L 366.08451 55.596509
- L 366.44903 55.452662
- L 366.81355 55.48423
- L 367.178069 56.457594
- L 367.542589 55.931905
- L 367.907109 55.966728
- L 368.271629 56.558761
- L 368.636148 55.382598
- L 369.000668 55.529281
- L 369.365188 55.024328
- L 369.729708 55.570287
- L 370.094227 53.664334
- L 370.458747 55.163758
- L 370.823267 52.531083
- L 371.187787 53.85035
- L 371.552306 53.419226
- L 371.916826 55.360839
- L 372.281346 54.636861
- L 372.281346 54.636861
- " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_4">
- <g id="patch_6">
- <path d="M 18.697188 53.610924
- L 45.240938 53.610924
- Q 47.640938 53.610924 47.640938 51.210924
- L 47.640938 43.468424
- Q 47.640938 41.068424 45.240938 41.068424
- L 18.697188 41.068424
- Q 16.297188 41.068424 16.297188 43.468424
- L 16.297188 51.210924
- Q 16.297188 53.610924 18.697188 53.610924
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSCSF -->
- <defs>
- <path d="M 64.40625 67.28125
- L 64.40625 56.890625
- Q 59.421875 61.53125 53.78125 63.8125
- Q 48.140625 66.109375 41.796875 66.109375
- Q 29.296875 66.109375 22.65625 58.46875
- Q 16.015625 50.828125 16.015625 36.375
- Q 16.015625 21.96875 22.65625 14.328125
- Q 29.296875 6.6875 41.796875 6.6875
- Q 48.140625 6.6875 53.78125 8.984375
- Q 59.421875 11.28125 64.40625 15.921875
- L 64.40625 5.609375
- Q 59.234375 2.09375 53.4375 0.328125
- Q 47.65625 -1.421875 41.21875 -1.421875
- Q 24.65625 -1.421875 15.125 8.703125
- Q 5.609375 18.84375 5.609375 36.375
- Q 5.609375 53.953125 15.125 64.078125
- Q 24.65625 74.21875 41.21875 74.21875
- Q 47.75 74.21875 53.53125 72.484375
- Q 59.328125 70.75 64.40625 67.28125
- z
- " id="DejaVuSans-43"/>
- <path d="M 9.8125 72.90625
- L 51.703125 72.90625
- L 51.703125 64.59375
- L 19.671875 64.59375
- L 19.671875 43.109375
- L 48.578125 43.109375
- L 48.578125 34.8125
- L 19.671875 34.8125
- L 19.671875 0
- L 9.8125 0
- z
- " id="DejaVuSans-46"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-43"/>
- <use x="210.791016" xlink:href="#DejaVuSans-53"/>
- <use x="274.267578" xlink:href="#DejaVuSans-46"/>
- </g>
- </g>
- <g id="text_5">
- <g id="patch_7">
- <path d="M 280.129663 50.475299
- L 365.209663 50.475299
- Q 366.409663 50.475299 366.409663 49.275299
- L 366.409663 45.404049
- Q 366.409663 44.204049 365.209663 44.204049
- L 280.129663 44.204049
- Q 278.929663 44.204049 278.929663 45.404049
- L 278.929663 49.275299
- Q 278.929663 50.475299 280.129663 50.475299
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 974.723 $\bullet$ mean: 954.148 $\bullet$ $\sigma$: 2.149 -->
- <defs>
- <path d="M 12.40625 8.296875
- L 28.515625 8.296875
- L 28.515625 63.921875
- L 10.984375 60.40625
- L 10.984375 69.390625
- L 28.421875 72.90625
- L 38.28125 72.90625
- L 38.28125 8.296875
- L 54.390625 8.296875
- L 54.390625 0
- L 12.40625 0
- z
- " id="DejaVuSans-31"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(633.142578 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(696.765625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.552734 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.150391 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(822.9375 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.349609 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.873047 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.152344 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.53125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.222656 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.009766 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1299.255859 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-39"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 957.51 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 55.551428)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-39"/>
- <use x="63.623047" xlink:href="#DejaVuSans-35"/>
- <use x="127.246094" xlink:href="#DejaVuSans-37"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-35"/>
- <use x="286.279297" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 18.697188 92.898048
- L 372.281346 92.898048
- L 372.281346 67.351296
- L 18.697188 67.351296
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_5">
- <g id="xtick_13"/>
- <g id="xtick_14"/>
- <g id="xtick_15"/>
- <g id="xtick_16"/>
- <g id="xtick_17"/>
- <g id="xtick_18"/>
- </g>
- <g id="matplotlib.axis_6"/>
- <g id="line2d_5">
- <path clip-path="url(#p9f3a118fc7)" d="M 18.697188 71.851078
- L 372.281346 71.851078
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#p9f3a118fc7)" d="M 18.697188 78.760276
- L 19.061707 80.96453
- L 19.790747 80.565534
- L 20.155267 82.13059
- L 20.519786 83.187663
- L 20.884306 82.493837
- L 21.613346 83.726576
- L 21.977865 82.131795
- L 22.342385 82.233686
- L 22.706905 83.252064
- L 23.071425 83.629237
- L 23.435944 83.757237
- L 23.800464 82.599478
- L 24.164984 82.239176
- L 24.529504 82.143711
- L 24.894023 84.141371
- L 25.258543 80.238571
- L 25.623063 83.423044
- L 25.987583 81.272748
- L 26.352102 81.72182
- L 26.716622 81.81474
- L 27.081142 82.284833
- L 27.445662 81.345049
- L 27.810181 78.755723
- L 28.174701 81.389635
- L 28.903741 83.505923
- L 29.63278 82.845436
- L 29.9973 84.123564
- L 30.36182 84.37394
- L 30.726339 83.599245
- L 31.090859 85.698394
- L 31.455379 84.065455
- L 31.819899 84.047513
- L 32.184418 84.861305
- L 32.548938 86.304521
- L 33.277978 86.804203
- L 33.642497 86.658663
- L 34.007017 86.744755
- L 34.371537 85.521925
- L 34.736057 86.114529
- L 35.100576 85.37344
- L 35.465096 79.590135
- L 35.829616 79.366
- L 36.194136 83.332935
- L 36.558655 83.494006
- L 36.923175 83.168115
- L 37.287695 83.26532
- L 37.652215 83.73327
- L 38.016734 82.451796
- L 38.381254 82.759478
- L 38.745774 81.919577
- L 39.110294 84.12276
- L 39.474813 83.984986
- L 39.839333 85.364871
- L 40.203853 85.207147
- L 40.568373 85.721691
- L 40.932892 85.899633
- L 41.661932 85.400352
- L 42.026452 85.359247
- L 42.390971 87.634598
- L 42.755491 87.339903
- L 43.120011 88.640256
- L 43.84905 86.877844
- L 44.21357 88.287586
- L 44.57809 87.331468
- L 44.94261 86.988973
- L 45.307129 87.409526
- L 45.671649 86.568688
- L 46.036169 86.866463
- L 46.400689 86.131935
- L 46.765208 86.841023
- L 47.129728 86.982011
- L 47.858768 85.869641
- L 48.223287 85.543884
- L 48.587807 86.813977
- L 48.952327 86.409358
- L 49.681366 87.381945
- L 50.045886 87.00986
- L 50.410406 86.055081
- L 50.774926 86.919216
- L 51.139445 85.463549
- L 51.503965 85.477072
- L 51.868485 85.890528
- L 52.233005 85.958947
- L 52.597524 85.529557
- L 52.962044 85.819566
- L 53.326564 84.922494
- L 54.055603 85.900838
- L 54.420123 85.137657
- L 54.784643 84.674794
- L 55.149163 85.000954
- L 55.513682 84.986895
- L 56.242722 86.030311
- L 56.607242 85.573206
- L 56.971761 86.726412
- L 57.336281 86.566814
- L 57.700801 86.854279
- L 58.42984 86.146529
- L 58.79436 86.553023
- L 59.15888 87.274698
- L 59.5234 87.388505
- L 59.887919 86.408152
- L 60.252439 87.242162
- L 60.616959 85.820369
- L 60.981479 85.54857
- L 61.345998 85.994026
- L 61.710518 85.964436
- L 62.075038 85.458862
- L 62.439558 85.609356
- L 62.804077 85.530896
- L 63.168597 85.29913
- L 63.533117 84.218894
- L 63.897637 85.214778
- L 64.262156 85.835901
- L 64.991196 85.863616
- L 65.355716 85.427666
- L 65.720235 85.411733
- L 66.084755 83.37886
- L 66.449275 84.388401
- L 66.813795 83.454374
- L 67.178314 84.094375
- L 67.542834 85.352687
- L 67.907354 85.079013
- L 68.271874 85.570126
- L 68.636393 84.617623
- L 69.000913 84.937757
- L 69.365433 84.967347
- L 69.729953 84.854611
- L 70.094472 85.100703
- L 70.823512 83.79486
- L 71.188032 84.166007
- L 71.552551 85.3879
- L 71.917071 83.792852
- L 72.646111 85.056385
- L 73.01063 85.111414
- L 73.37515 84.908033
- L 73.73967 85.7158
- L 74.10419 84.504083
- L 74.468709 83.946291
- L 74.833229 83.657889
- L 75.197749 82.916666
- L 75.562269 83.684266
- L 75.926788 84.017789
- L 76.291308 84.693138
- L 76.655828 84.467932
- L 77.020348 84.808418
- L 77.384867 83.975881
- L 77.749387 83.71573
- L 78.113907 83.308433
- L 78.478427 82.071544
- L 78.842946 83.261839
- L 79.207466 83.442592
- L 79.571986 83.946559
- L 79.936506 84.13307
- L 80.301025 84.858226
- L 80.665545 82.964064
- L 81.030065 82.73444
- L 81.394585 83.507128
- L 81.759104 83.680651
- L 82.123624 83.382207
- L 82.488144 84.089421
- L 82.852664 83.838375
- L 83.217183 84.751113
- L 83.581703 84.028367
- L 83.946223 83.686542
- L 84.310743 82.850256
- L 84.675262 82.437201
- L 85.039782 82.766976
- L 85.404302 83.259964
- L 85.768822 83.237604
- L 86.133341 83.795262
- L 86.497861 83.276433
- L 86.862381 83.558542
- L 87.226901 83.55158
- L 87.59142 82.315226
- L 87.95594 82.456348
- L 88.32046 82.011025
- L 88.68498 82.745018
- L 89.049499 82.327946
- L 89.414019 83.27978
- L 89.778539 82.054272
- L 90.143059 81.860129
- L 90.507578 82.758407
- L 91.236618 83.475128
- L 91.601138 81.313986
- L 91.965657 82.707796
- L 92.330177 82.266088
- L 92.694697 82.588097
- L 93.059217 83.070374
- L 93.423736 81.915159
- L 93.788256 82.781436
- L 94.152776 83.08711
- L 94.517296 82.812633
- L 94.881815 81.936715
- L 95.246335 82.54726
- L 95.610855 82.259929
- L 95.975375 82.927244
- L 96.339894 82.821737
- L 96.704414 83.006909
- L 97.068934 81.951042
- L 97.433454 83.26224
- L 97.797973 82.020665
- L 98.162493 82.418858
- L 98.891533 82.578055
- L 99.256052 82.903545
- L 99.620572 82.944248
- L 99.985092 82.51044
- L 100.349612 83.877069
- L 100.714131 83.607814
- L 101.078651 83.023244
- L 101.443171 83.873187
- L 101.807691 83.300935
- L 102.90125 81.080078
- L 103.26577 82.125904
- L 103.630289 81.635326
- L 103.994809 82.53695
- L 104.359329 82.418858
- L 104.723849 82.151209
- L 105.088368 82.173971
- L 105.452888 82.460632
- L 105.817408 81.662372
- L 106.181928 82.766306
- L 106.546447 82.046105
- L 106.910967 83.090458
- L 107.275487 83.321019
- L 107.640007 83.199311
- L 108.004526 82.617419
- L 108.369046 83.294106
- L 108.733566 82.221904
- L 109.098086 82.729888
- L 109.462605 82.571093
- L 109.827125 82.566942
- L 110.191645 83.8444
- L 110.556165 83.1487
- L 110.920684 83.971463
- L 111.285204 84.143246
- L 111.649724 83.335747
- L 112.014244 83.13732
- L 112.378763 83.41327
- L 113.107803 82.435996
- L 113.472323 83.115361
- L 113.836842 84.297355
- L 114.201362 82.629202
- L 114.565882 83.637939
- L 114.930402 82.806072
- L 115.659441 83.510609
- L 116.023961 83.350207
- L 116.388481 83.54301
- L 116.753001 82.695478
- L 117.11752 82.873152
- L 117.48204 84.181405
- L 117.84656 83.28527
- L 118.21108 83.998643
- L 118.575599 83.280985
- L 118.940119 85.141406
- L 119.304639 84.038409
- L 119.669159 84.481723
- L 120.398198 84.93615
- L 120.762718 84.3722
- L 121.127238 84.115396
- L 121.491757 83.374307
- L 121.856277 83.328918
- L 122.220797 83.977086
- L 122.585317 82.438808
- L 123.678876 86.090428
- L 124.043396 84.099865
- L 124.407915 83.777454
- L 124.772435 84.383982
- L 125.136955 83.337353
- L 125.501475 83.533102
- L 125.865994 84.533807
- L 126.230514 84.513054
- L 126.595034 83.830609
- L 126.959554 85.236871
- L 127.324073 84.304719
- L 127.688593 83.833689
- L 128.053113 82.937955
- L 128.417633 83.635797
- L 128.782152 83.977622
- L 129.146672 83.785756
- L 129.511192 84.725405
- L 129.875712 84.113656
- L 130.240231 83.733806
- L 130.604751 84.214208
- L 130.969271 84.201488
- L 131.333791 84.496719
- L 132.06283 83.428533
- L 132.42735 83.944015
- L 132.79187 82.904884
- L 133.156389 83.937187
- L 133.520909 84.500736
- L 133.885429 84.043095
- L 134.249949 83.777722
- L 134.614468 83.360115
- L 134.978988 83.971463
- L 135.343508 83.369219
- L 135.708028 82.499327
- L 136.072547 82.469068
- L 136.437067 83.71881
- L 136.801587 83.272014
- L 137.166107 83.747597
- L 137.895146 83.85163
- L 138.259666 84.176585
- L 138.624186 83.126742
- L 139.353225 82.926039
- L 139.717745 83.44286
- L 140.082265 83.351546
- L 140.446784 82.564666
- L 140.811304 82.452867
- L 141.175824 83.005838
- L 141.540344 83.020298
- L 141.904863 82.524766
- L 142.269383 82.678875
- L 142.633903 83.405638
- L 142.998423 83.471914
- L 143.362942 82.568013
- L 143.727462 82.287645
- L 144.091982 84.563531
- L 144.456502 83.095144
- L 144.821021 83.176951
- L 145.185541 83.563898
- L 145.550061 82.61434
- L 145.914581 82.984951
- L 146.2791 83.030474
- L 146.64362 82.228866
- L 147.00814 83.560149
- L 147.737179 83.174943
- L 148.101699 83.541672
- L 148.466219 83.32932
- L 149.195258 82.047711
- L 149.559778 83.090993
- L 149.924298 83.44286
- L 150.288818 82.771127
- L 150.653337 82.425419
- L 151.017857 82.776348
- L 151.382377 82.539361
- L 151.746897 81.740029
- L 152.111416 83.38783
- L 152.475936 81.546957
- L 152.840456 81.269133
- L 153.204976 82.549938
- L 153.569495 81.853301
- L 154.298535 82.452063
- L 154.663055 83.160884
- L 155.027574 81.677903
- L 155.392094 81.853167
- L 155.756614 82.483796
- L 156.121134 83.55091
- L 156.485653 82.890424
- L 156.850173 81.918908
- L 157.214693 81.718338
- L 157.579213 82.080515
- L 157.943732 82.041285
- L 158.308252 80.728747
- L 158.672772 81.391911
- L 159.401811 81.460999
- L 159.766331 81.868297
- L 160.130851 81.282522
- L 160.85989 81.726908
- L 161.22441 81.251459
- L 161.58893 81.180898
- L 161.95345 80.204161
- L 162.317969 79.601515
- L 162.682489 80.354253
- L 163.047009 80.52791
- L 163.411529 80.928647
- L 163.776048 82.498791
- L 164.140568 81.117836
- L 164.869608 81.071509
- L 165.234127 81.918774
- L 165.598647 80.655241
- L 165.963167 81.426321
- L 166.692206 81.771627
- L 167.056726 81.624213
- L 167.421246 82.154958
- L 167.785766 81.507995
- L 168.150285 82.161921
- L 168.514805 81.598238
- L 168.879325 80.442889
- L 169.243845 80.529651
- L 169.608364 80.479575
- L 169.972884 80.072679
- L 170.337404 80.592847
- L 170.701924 80.087675
- L 171.066443 81.267124
- L 171.430963 80.635425
- L 171.795483 80.572496
- L 172.160003 79.266653
- L 172.889042 79.434687
- L 173.253562 78.196459
- L 173.618082 78.532393
- L 173.982601 79.971993
- L 174.347121 79.572327
- L 174.711641 79.594285
- L 175.44068 80.289316
- L 175.8052 80.229466
- L 176.53424 79.248979
- L 176.898759 79.619189
- L 177.263279 78.858418
- L 177.627799 79.153113
- L 177.992319 78.242919
- L 178.356838 77.980626
- L 178.721358 77.901362
- L 179.085878 78.944778
- L 179.450398 78.424208
- L 179.814917 78.703908
- L 180.179437 79.51221
- L 180.543957 78.868862
- L 180.908477 79.052561
- L 181.272996 78.941163
- L 182.002036 80.142972
- L 182.366556 78.994987
- L 182.731075 79.76647
- L 183.095595 79.290084
- L 183.460115 79.484896
- L 183.824635 79.228494
- L 184.189154 79.645967
- L 185.282714 79.146151
- L 185.647233 79.020561
- L 186.011753 79.87934
- L 186.376273 78.436928
- L 187.105312 78.53507
- L 187.469832 77.976877
- L 187.834352 78.324727
- L 188.198872 78.036459
- L 188.563391 79.169448
- L 188.927911 78.841816
- L 189.292431 78.270635
- L 189.656951 78.99472
- L 190.38599 79.053632
- L 190.75051 78.864042
- L 191.844069 78.723991
- L 192.208589 78.17584
- L 192.573109 78.835255
- L 192.937628 79.028326
- L 193.302148 79.774101
- L 193.666668 78.466786
- L 194.031188 77.65045
- L 194.395707 78.46451
- L 194.760227 78.069664
- L 195.124747 78.338384
- L 195.489267 78.358066
- L 195.853786 77.946484
- L 196.218306 78.36851
- L 196.582826 79.246034
- L 196.947346 79.310034
- L 197.311865 78.241313
- L 197.676385 79.288343
- L 198.405425 78.415104
- L 199.134464 79.240143
- L 199.498984 78.943171
- L 199.863504 79.109331
- L 200.592543 78.910234
- L 200.957063 79.073849
- L 201.321583 78.322986
- L 201.686102 78.295003
- L 202.050622 77.652458
- L 202.415142 78.679807
- L 202.779662 77.848475
- L 203.144181 78.826418
- L 203.873221 79.382871
- L 204.237741 79.816277
- L 204.60226 79.802486
- L 204.96678 79.415808
- L 205.69582 77.621128
- L 206.060339 78.373865
- L 206.789379 76.807202
- L 207.153899 78.460627
- L 207.518418 77.726233
- L 208.247458 78.975305
- L 208.611978 78.611121
- L 208.976497 78.427556
- L 209.341017 79.64985
- L 209.705537 77.725295
- L 210.070057 78.981331
- L 210.434576 77.271537
- L 210.799096 78.473213
- L 211.163616 78.876627
- L 211.528136 79.764997
- L 211.892656 78.842485
- L 212.257175 79.949633
- L 212.621695 78.656242
- L 212.986215 79.973198
- L 213.350735 79.487038
- L 213.715254 79.689884
- L 214.444294 78.201011
- L 214.808814 78.917598
- L 215.173333 77.533697
- L 215.537853 77.131889
- L 215.902373 77.618584
- L 216.266893 77.122115
- L 216.631412 77.802149
- L 216.995932 77.725028
- L 217.360452 78.459556
- L 217.724972 78.763623
- L 218.454011 76.979922
- L 219.183051 76.121142
- L 219.54757 75.777443
- L 219.91209 74.610981
- L 220.27661 74.787852
- L 221.005649 77.320675
- L 221.370169 77.140056
- L 221.734689 77.735471
- L 222.099209 77.768274
- L 222.463728 78.768175
- L 222.828248 78.716761
- L 223.192768 77.566634
- L 223.557288 78.328074
- L 223.921807 77.790367
- L 224.286327 77.906986
- L 224.650847 77.882885
- L 225.015367 77.531287
- L 225.379886 77.503303
- L 225.744406 77.860526
- L 226.108926 78.877966
- L 226.837965 77.582433
- L 227.202485 77.629161
- L 227.567005 77.840576
- L 227.931525 78.692928
- L 228.296044 78.895506
- L 228.660564 78.462769
- L 229.025084 78.598669
- L 229.389604 79.717867
- L 230.118643 79.740763
- L 230.483163 79.861265
- L 230.847683 79.202787
- L 231.212202 78.005664
- L 231.576722 78.50133
- L 232.305762 78.850519
- L 232.670281 78.113848
- L 233.034801 78.761213
- L 233.399321 78.64861
- L 233.763841 77.508525
- L 234.12836 78.388192
- L 234.49288 78.066718
- L 234.8574 79.04667
- L 235.22192 78.768979
- L 235.586439 78.315622
- L 235.950959 79.358503
- L 236.315479 79.164762
- L 236.679999 79.636059
- L 237.044518 78.80928
- L 237.409038 79.732595
- L 237.773558 78.602686
- L 238.138078 79.275222
- L 238.502597 79.074653
- L 238.867117 78.70364
- L 239.231637 78.561179
- L 239.596157 79.404026
- L 239.960676 78.389798
- L 240.325196 78.819456
- L 240.689716 78.750234
- L 241.054236 78.061764
- L 241.418755 78.79482
- L 241.783275 78.076091
- L 242.147795 78.300091
- L 242.512315 77.940994
- L 242.876834 79.101029
- L 243.241354 78.472677
- L 243.605874 78.357263
- L 243.970394 78.045564
- L 244.334913 78.447505
- L 244.699433 78.511104
- L 245.063953 78.419522
- L 245.428473 78.163388
- L 245.792992 78.632142
- L 246.157512 77.899622
- L 246.886552 77.911672
- L 247.251071 77.062801
- L 247.615591 78.932192
- L 247.980111 78.290585
- L 248.70915 78.244526
- L 249.07367 77.689145
- L 249.43819 77.419086
- L 249.80271 77.772961
- L 250.531749 77.100156
- L 250.896269 77.505312
- L 251.260789 77.321479
- L 251.625308 76.632608
- L 251.989828 77.446667
- L 252.354348 77.138315
- L 252.718868 77.993346
- L 253.083387 77.407169
- L 253.447907 77.760509
- L 254.176947 78.060827
- L 254.541466 77.775906
- L 254.905986 78.187221
- L 255.635026 77.302466
- L 255.999545 77.94153
- L 256.364065 77.150098
- L 256.728585 77.327236
- L 257.093105 77.356558
- L 257.457624 76.751905
- L 257.822144 77.036558
- L 258.186664 77.019822
- L 258.551184 76.148189
- L 258.915703 76.74829
- L 259.280223 75.763385
- L 259.644743 77.322818
- L 260.009263 76.353176
- L 260.373782 75.938515
- L 260.738302 76.871202
- L 261.102822 75.219518
- L 261.467342 75.636589
- L 261.831861 76.38116
- L 262.196381 75.995418
- L 262.560901 74.945308
- L 262.925421 76.014029
- L 263.28994 75.811719
- L 263.65446 76.315687
- L 264.01898 76.331218
- L 264.3835 76.58762
- L 264.748019 75.929142
- L 265.112539 76.605963
- L 265.477059 76.718298
- L 266.206098 75.277627
- L 266.570618 76.350097
- L 266.935138 75.075317
- L 267.299658 76.942031
- L 267.664177 75.277894
- L 268.028697 76.290649
- L 268.393217 75.66069
- L 268.757737 74.415366
- L 269.486776 74.763216
- L 269.851296 74.481642
- L 270.215816 75.38889
- L 270.580335 75.53269
- L 270.944855 75.81346
- L 271.309375 76.310063
- L 272.038414 76.906415
- L 272.402934 75.921376
- L 272.767454 75.277627
- L 273.131974 75.139718
- L 273.496493 74.772588
- L 273.861013 75.430932
- L 274.225533 76.86598
- L 274.590053 76.052724
- L 274.954572 76.092222
- L 275.319092 75.406296
- L 275.683612 75.788556
- L 276.412651 74.59545
- L 276.777171 74.935132
- L 277.141691 74.667484
- L 277.506211 74.905676
- L 277.87073 75.764857
- L 278.59977 75.531083
- L 280.422369 74.297943
- L 280.786888 72.914042
- L 281.151408 73.363783
- L 281.515928 72.449439
- L 281.880448 73.34477
- L 282.244967 73.237791
- L 282.609487 73.338879
- L 282.974007 73.283716
- L 283.338527 73.366996
- L 283.703046 72.724184
- L 284.067566 72.670761
- L 284.432086 72.925289
- L 284.796606 73.494997
- L 285.161125 72.847364
- L 285.525645 73.883148
- L 285.890165 73.087565
- L 286.254685 70.107142
- L 286.619204 70.634139
- L 286.983724 72.018308
- L 287.348244 70.919328
- L 288.077283 71.485822
- L 288.441803 71.893923
- L 288.806323 71.962342
- L 289.170843 72.32492
- L 289.535362 72.268417
- L 289.899882 72.757389
- L 290.264402 74.194177
- L 290.628922 74.804053
- L 290.993441 76.152473
- L 291.357961 75.597359
- L 291.722481 74.71381
- L 292.087001 74.843283
- L 292.45152 73.903901
- L 292.81604 73.322812
- L 293.18056 74.389659
- L 293.54508 73.878462
- L 293.909599 74.350027
- L 294.274119 74.099382
- L 294.638639 75.250714
- L 295.003159 75.330246
- L 295.367678 76.012021
- L 295.732198 76.027954
- L 296.461238 75.343367
- L 296.825757 75.385945
- L 297.190277 76.123285
- L 297.554797 76.271101
- L 297.919317 75.913611
- L 298.648356 76.285695
- L 299.377396 76.099586
- L 299.741915 76.205226
- L 300.106435 76.177243
- L 300.470955 76.63408
- L 301.199994 75.266915
- L 301.564514 76.344741
- L 301.929034 75.588924
- L 302.293554 76.092891
- L 303.022593 75.412187
- L 303.387113 76.533796
- L 303.751633 75.362514
- L 304.116152 74.969007
- L 305.209712 74.796555
- L 305.574231 74.956823
- L 305.938751 75.83756
- L 306.303271 75.587853
- L 306.667791 76.061561
- L 307.03231 76.81162
- L 307.39683 76.322649
- L 307.76135 75.468422
- L 308.12587 74.954547
- L 308.49039 74.950396
- L 308.854909 75.329309
- L 309.219429 75.355418
- L 309.583949 75.267585
- L 309.948469 74.377341
- L 310.312988 74.064437
- L 310.677508 75.088974
- L 311.042028 74.334094
- L 311.771067 74.455801
- L 312.135587 73.897876
- L 312.500107 74.421793
- L 312.864627 73.627549
- L 313.229146 74.106345
- L 313.958186 74.042211
- L 314.322706 74.256035
- L 314.687225 74.334228
- L 315.051745 74.179583
- L 315.416265 74.930446
- L 315.780785 73.873641
- L 316.145304 73.979148
- L 316.509824 73.908855
- L 317.238864 74.149592
- L 317.603383 73.53811
- L 317.967903 73.833876
- L 318.332423 74.813425
- L 318.696943 74.552471
- L 319.061462 74.145575
- L 319.425982 74.46437
- L 319.790502 74.211851
- L 320.155022 73.116753
- L 320.884061 73.360034
- L 321.248581 73.421624
- L 321.613101 72.39307
- L 321.97762 73.316787
- L 322.70666 74.184269
- L 323.435699 73.418946
- L 323.800219 73.432871
- L 324.164739 71.77717
- L 324.529259 72.618276
- L 324.893778 72.811213
- L 325.258298 72.225171
- L 325.622818 73.156117
- L 326.351857 73.352804
- L 326.716377 73.452687
- L 327.080897 72.814427
- L 327.445417 73.104971
- L 328.174456 71.926593
- L 328.538976 72.417974
- L 329.268015 72.63046
- L 329.632535 72.927565
- L 329.997055 71.836484
- L 330.726094 72.026743
- L 331.090614 71.65881
- L 331.819654 72.130643
- L 332.184173 71.568701
- L 332.548693 71.528935
- L 332.913213 70.809403
- L 333.277733 70.77901
- L 333.642252 71.450207
- L 334.006772 71.042776
- L 334.371292 70.958558
- L 334.735812 72.42333
- L 335.100331 71.986576
- L 335.464851 71.780517
- L 335.829371 71.286726
- L 336.193891 71.318056
- L 336.55841 72.139078
- L 336.92293 71.682107
- L 337.28745 71.538442
- L 337.65197 72.415966
- L 338.381009 71.775028
- L 339.110049 71.973455
- L 339.474568 71.602174
- L 339.839088 71.725622
- L 340.203608 71.435881
- L 340.568128 71.398391
- L 340.932647 71.963681
- L 341.297167 71.386475
- L 341.661687 73.043515
- L 342.026207 71.035545
- L 342.390726 69.985435
- L 342.755246 69.882874
- L 343.119766 70.063092
- L 343.848805 71.487697
- L 344.213325 71.884685
- L 344.577845 72.917791
- L 344.942365 72.035982
- L 345.306884 72.663933
- L 345.671404 72.38343
- L 346.035924 72.807598
- L 346.400444 70.615126
- L 346.764963 69.926523
- L 347.129483 70.816499
- L 347.858523 72.901992
- L 348.223042 73.747114
- L 348.952082 73.528871
- L 349.316602 73.748051
- L 349.681121 73.085958
- L 350.045641 74.339048
- L 350.774681 72.488803
- L 351.1392 73.173389
- L 351.50372 73.062126
- L 351.86824 73.212352
- L 352.23276 72.525757
- L 352.597279 73.018343
- L 352.961799 72.882042
- L 353.326319 73.608135
- L 353.690839 72.785372
- L 354.055358 72.614661
- L 354.419878 72.259581
- L 354.784398 72.447698
- L 355.148918 72.354644
- L 355.513437 72.096367
- L 355.877957 73.509591
- L 356.242477 72.803715
- L 356.606997 72.505271
- L 356.971516 72.663531
- L 357.336036 73.362176
- L 357.700556 73.021824
- L 358.065076 72.952335
- L 358.429595 72.210442
- L 358.794115 72.549991
- L 359.158635 73.129339
- L 360.252194 72.979515
- L 360.616714 73.193607
- L 360.981234 73.600235
- L 361.710273 72.198124
- L 362.074793 71.859513
- L 362.439313 72.754443
- L 362.803832 72.803849
- L 363.532872 73.426176
- L 363.897392 73.132419
- L 364.261911 72.341656
- L 364.626431 72.134124
- L 364.990951 72.509556
- L 366.08451 71.919229
- L 366.44903 72.055262
- L 366.81355 71.819881
- L 367.178069 71.846927
- L 367.542589 72.581322
- L 367.907109 71.869823
- L 368.271629 71.653454
- L 368.636148 71.745973
- L 369.000668 70.728532
- L 369.365188 70.956817
- L 369.729708 70.429821
- L 370.094227 69.286656
- L 370.458747 69.663962
- L 370.823267 69.480129
- L 371.552306 70.937269
- L 371.916826 70.44254
- L 372.281346 70.453921
- L 372.281346 70.453921
- " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_7">
- <g id="patch_9">
- <path d="M 18.697188 81.286572
- L 44.787188 81.286572
- Q 47.187188 81.286572 47.187188 78.886572
- L 47.187188 71.144072
- Q 47.187188 68.744072 44.787188 68.744072
- L 18.697188 68.744072
- Q 16.297188 68.744072 16.297188 71.144072
- L 16.297188 78.886572
- Q 16.297188 81.286572 18.697188 81.286572
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSWM -->
- <defs>
- <path d="M 3.328125 72.90625
- L 13.28125 72.90625
- L 28.609375 11.28125
- L 43.890625 72.90625
- L 54.984375 72.90625
- L 70.3125 11.28125
- L 85.59375 72.90625
- L 95.609375 72.90625
- L 77.296875 0
- L 64.890625 0
- L 49.515625 63.28125
- L 33.984375 0
- L 21.578125 0
- z
- " id="DejaVuSans-57"/>
- <path d="M 9.8125 72.90625
- L 24.515625 72.90625
- L 43.109375 23.296875
- L 61.8125 72.90625
- L 76.515625 72.90625
- L 76.515625 0
- L 66.890625 0
- L 66.890625 64.015625
- L 48.09375 14.015625
- L 38.1875 14.015625
- L 19.390625 64.015625
- L 19.390625 0
- L 9.8125 0
- z
- " id="DejaVuSans-4d"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-57"/>
- <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
- </g>
- </g>
- <g id="text_8">
- <g id="patch_10">
- <path d="M 280.129663 78.150947
- L 365.209663 78.150947
- Q 366.409663 78.150947 366.409663 76.950947
- L 366.409663 73.079697
- Q 366.409663 71.879697 365.209663 71.879697
- L 280.129663 71.879697
- Q 278.929663 71.879697 278.929663 73.079697
- L 278.929663 76.950947
- Q 278.929663 78.150947 280.129663 78.150947
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 686.674 $\bullet$ mean: 682.189 $\bullet$ $\sigma$: 2.080 -->
- <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 685.51 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 72.67889)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-35"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-35"/>
- <use x="286.279297" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_4">
- <g id="patch_11">
- <path d="M 18.697188 120.573696
- L 372.281346 120.573696
- L 372.281346 95.026944
- L 18.697188 95.026944
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_7">
- <g id="xtick_19"/>
- <g id="xtick_20"/>
- <g id="xtick_21"/>
- <g id="xtick_22"/>
- <g id="xtick_23"/>
- <g id="xtick_24"/>
- </g>
- <g id="matplotlib.axis_8"/>
- <g id="line2d_7">
- <path clip-path="url(#p750819180f)" d="M 18.697188 105.930195
- L 372.281346 105.930195
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#p750819180f)" d="M 19.061707 111.587944
- L 19.426227 108.799854
- L 19.790747 109.17767
- L 20.155267 110.761682
- L 20.519786 113.222465
- L 20.884306 112.17065
- L 21.248826 111.595223
- L 21.613346 114.773235
- L 21.977865 112.601124
- L 22.342385 112.231265
- L 22.706905 114.783194
- L 23.435944 109.991173
- L 23.800464 113.107685
- L 24.164984 111.83807
- L 24.529504 106.366714
- L 24.894023 108.366464
- L 25.258543 106.167891
- L 25.623063 104.913982
- L 25.987583 107.404323
- L 26.352102 108.056222
- L 26.716622 112.327364
- L 27.445662 108.427876
- L 27.810181 106.440678
- L 28.174701 106.48096
- L 28.539221 110.685062
- L 28.903741 112.723654
- L 29.26826 108.139706
- L 29.63278 107.438299
- L 29.9973 112.060173
- L 30.36182 112.338943
- L 30.726339 111.045489
- L 31.090859 112.976903
- L 31.819899 106.65839
- L 32.548938 113.408909
- L 32.913458 113.35507
- L 33.277978 112.9162
- L 33.642497 115.769058
- L 34.007017 114.852651
- L 34.371537 113.574258
- L 34.736057 114.594744
- L 35.100576 114.917187
- L 35.465096 101.48596
- L 35.829616 101.176895
- L 36.194136 110.212419
- L 36.558655 111.31645
- L 36.923175 110.820383
- L 37.287695 110.909111
- L 37.652215 111.375006
- L 38.016734 110.736133
- L 38.381254 114.23756
- L 38.745774 106.409413
- L 39.110294 111.159209
- L 39.474813 113.805406
- L 39.839333 108.669606
- L 40.203853 110.858866
- L 40.568373 114.68869
- L 41.297412 113.466404
- L 41.661932 112.157684
- L 42.026452 110.150715
- L 42.390971 111.708792
- L 42.755491 112.283692
- L 43.120011 116.315904
- L 43.84905 114.285005
- L 44.21357 114.262667
- L 44.57809 111.296001
- L 44.94261 112.426906
- L 45.307129 115.511299
- L 45.671649 115.168405
- L 46.036169 114.480793
- L 46.400689 114.069619
- L 46.765208 111.661585
- L 47.129728 112.531225
- L 47.494248 114.290868
- L 47.858768 115.222774
- L 48.223287 113.110365
- L 48.587807 114.869773
- L 48.952327 113.581448
- L 49.681366 112.410904
- L 50.045886 112.238281
- L 50.410406 112.714134
- L 51.139445 112.778287
- L 51.868485 108.709123
- L 52.233005 111.311058
- L 52.597524 111.907084
- L 52.962044 112.749587
- L 53.326564 114.087742
- L 53.691084 114.185017
- L 54.055603 115.360599
- L 54.420123 107.668507
- L 54.784643 108.193604
- L 55.149163 112.593846
- L 55.513682 109.503737
- L 55.878202 108.573272
- L 56.242722 115.672727
- L 56.607242 113.296752
- L 56.971761 112.249743
- L 57.336281 110.840301
- L 57.700801 111.560863
- L 58.42984 115.834008
- L 58.79436 112.606664
- L 59.15888 112.897989
- L 59.5234 114.5196
- L 59.887919 112.341595
- L 60.252439 112.746551
- L 60.616959 114.267911
- L 60.981479 108.116012
- L 61.345998 108.307113
- L 61.710518 112.322825
- L 62.075038 112.42953
- L 62.439558 113.286382
- L 62.804077 112.467132
- L 63.168597 112.092766
- L 63.533117 113.61115
- L 63.897637 110.06617
- L 64.262156 109.473119
- L 64.626676 112.653667
- L 64.991196 110.237115
- L 65.355716 109.741662
- L 65.720235 115.140972
- L 66.084755 113.620435
- L 66.449275 113.957315
- L 66.813795 109.739393
- L 67.178314 110.578916
- L 67.542834 111.803682
- L 67.907354 108.69766
- L 68.271874 109.801866
- L 68.636393 112.126419
- L 69.000913 110.571785
- L 69.729953 112.656614
- L 70.094472 106.309868
- L 70.458992 107.411426
- L 70.823512 112.773956
- L 71.188032 111.190414
- L 71.552551 113.211972
- L 71.917071 106.969106
- L 72.281591 108.936235
- L 72.646111 114.021822
- L 73.01063 115.645204
- L 73.37515 114.909585
- L 73.73967 113.454822
- L 74.10419 111.327266
- L 74.468709 111.754382
- L 74.833229 113.356486
- L 75.197749 113.918448
- L 75.562269 111.48274
- L 75.926788 114.731509
- L 76.291308 109.632513
- L 76.655828 110.477517
- L 77.020348 114.433288
- L 77.384867 112.944637
- L 77.749387 110.643336
- L 78.113907 112.816507
- L 78.478427 111.09311
- L 78.842946 111.791422
- L 79.207466 113.283878
- L 79.571986 105.96618
- L 79.936506 107.977572
- L 80.301025 113.204047
- L 81.030065 111.216789
- L 81.394585 114.208768
- L 81.759104 112.859533
- L 82.488144 111.87629
- L 82.852664 114.191738
- L 83.217183 112.469222
- L 83.581703 112.102725
- L 83.946223 114.381778
- L 84.675262 110.688951
- L 85.039782 113.628834
- L 85.404302 114.317331
- L 85.768822 112.836605
- L 86.133341 114.543853
- L 86.497861 111.1801
- L 86.862381 111.004589
- L 87.226901 110.273333
- L 87.59142 110.140784
- L 87.95594 112.330252
- L 88.68498 115.501399
- L 89.049499 107.405324
- L 89.414019 108.686166
- L 89.778539 109.460416
- L 90.143059 108.516928
- L 90.507578 108.154176
- L 90.872098 112.02431
- L 91.236618 112.258378
- L 91.601138 113.050073
- L 91.965657 114.8467
- L 92.330177 107.592126
- L 92.694697 108.402092
- L 93.059217 112.532198
- L 93.423736 111.67243
- L 94.152776 114.922347
- L 94.517296 110.73569
- L 94.881815 110.239855
- L 95.246335 113.685501
- L 95.610855 110.504067
- L 95.975375 108.978906
- L 96.339894 113.218338
- L 96.704414 112.656583
- L 97.068934 113.149706
- L 97.433454 112.568029
- L 97.797973 111.443518
- L 98.527013 114.251794
- L 98.891533 116.003832
- L 99.256052 110.372021
- L 99.620572 109.470379
- L 99.985092 112.735528
- L 100.349612 113.002867
- L 100.714131 112.956012
- L 101.078651 113.421524
- L 101.443171 110.569959
- L 101.807691 111.375445
- L 102.17221 113.219929
- L 102.90125 110.155222
- L 103.26577 114.020203
- L 103.994809 109.538065
- L 104.359329 109.418865
- L 104.723849 103.26184
- L 105.088368 106.746915
- L 105.452888 112.278415
- L 105.817408 114.352221
- L 106.181928 111.347483
- L 106.910967 114.246019
- L 107.275487 111.47941
- L 107.640007 109.650991
- L 108.004526 113.164439
- L 108.369046 113.882848
- L 108.733566 114.02029
- L 109.098086 113.895491
- L 109.827125 110.323339
- L 110.191645 111.345948
- L 110.556165 114.171816
- L 110.920684 111.087718
- L 111.285204 110.57547
- L 111.649724 113.715912
- L 112.014244 109.020601
- L 112.378763 107.694291
- L 112.743283 112.957248
- L 113.107803 112.966294
- L 114.201362 109.017949
- L 114.565882 110.376587
- L 114.930402 113.176464
- L 115.294922 114.694202
- L 115.659441 113.221313
- L 116.023961 114.039917
- L 116.388481 111.519221
- L 116.753001 110.322633
- L 117.48204 116.007457
- L 117.84656 111.28607
- L 118.21108 110.301531
- L 118.575599 109.695397
- L 118.940119 111.849652
- L 119.304639 112.507973
- L 119.669159 115.63548
- L 120.033678 113.692396
- L 120.398198 113.112371
- L 121.127238 110.155577
- L 121.491757 112.849248
- L 121.856277 113.455086
- L 122.220797 105.083574
- L 122.949836 113.527961
- L 123.678876 107.118186
- L 124.043396 109.687413
- L 124.407915 109.314167
- L 124.772435 113.49142
- L 125.136955 111.095499
- L 125.501475 110.119387
- L 125.865994 112.150672
- L 126.230514 109.406374
- L 126.595034 108.931018
- L 126.959554 112.730403
- L 127.324073 110.732803
- L 127.688593 111.613581
- L 128.053113 113.366241
- L 128.417633 109.022575
- L 128.782152 108.826404
- L 129.146672 112.046381
- L 129.511192 111.367844
- L 129.875712 112.714932
- L 130.240231 114.688925
- L 130.604751 111.527062
- L 130.969271 114.348272
- L 131.333791 110.25294
- L 131.69831 110.146176
- L 132.06283 113.725667
- L 132.79187 109.980209
- L 133.156389 112.257197
- L 133.520909 112.406633
- L 134.249949 115.721851
- L 134.614468 111.420593
- L 134.978988 110.004522
- L 135.343508 109.425586
- L 135.708028 109.670586
- L 136.072547 111.72161
- L 136.437067 112.989191
- L 136.801587 112.571595
- L 137.166107 112.891209
- L 137.530626 107.046931
- L 138.259666 112.482308
- L 138.624186 112.725038
- L 138.988705 111.834624
- L 139.353225 114.825897
- L 139.717745 111.922232
- L 140.082265 111.91183
- L 140.446784 113.077864
- L 140.811304 109.94293
- L 141.175824 109.595501
- L 141.540344 107.59357
- L 141.904863 107.290722
- L 142.269383 111.286808
- L 142.633903 111.899602
- L 142.998423 113.560143
- L 143.362942 113.842861
- L 144.091982 111.097533
- L 144.456502 107.493375
- L 144.821021 109.309214
- L 145.185541 112.428026
- L 145.550061 112.717907
- L 145.914581 113.704242
- L 146.2791 110.372432
- L 146.64362 109.352946
- L 147.00814 113.571458
- L 147.37266 112.788573
- L 147.737179 112.513572
- L 148.466219 109.165202
- L 148.830739 111.437743
- L 149.195258 114.679999
- L 149.559778 112.806046
- L 149.924298 113.374433
- L 150.288818 108.90261
- L 150.653337 109.234572
- L 151.017857 112.727691
- L 151.382377 110.756434
- L 152.111416 113.483937
- L 152.475936 103.545061
- L 152.840456 104.308203
- L 153.204976 110.852058
- L 153.569495 110.961387
- L 153.934015 112.512216
- L 154.298535 109.000416
- L 154.663055 108.495654
- L 155.027574 111.84759
- L 155.392094 111.258958
- L 155.756614 114.069415
- L 156.121134 111.959216
- L 156.485653 112.416859
- L 156.850173 114.544355
- L 157.579213 109.556926
- L 157.943732 110.689099
- L 158.308252 109.533793
- L 158.672772 111.858522
- L 159.037292 111.961749
- L 159.401811 111.343151
- L 159.766331 114.102566
- L 160.130851 105.793612
- L 160.495371 107.647731
- L 160.85989 111.950904
- L 161.22441 112.427289
- L 161.58893 113.552038
- L 161.95345 112.60964
- L 162.317969 110.05338
- L 162.682489 113.662544
- L 163.047009 111.541827
- L 163.411529 107.998112
- L 163.776048 112.333375
- L 164.140568 105.660473
- L 164.505088 106.980006
- L 164.869608 113.015626
- L 165.234127 113.421787
- L 165.598647 114.020968
- L 165.963167 115.102604
- L 166.327687 107.788149
- L 166.692206 110.451584
- L 167.056726 114.475397
- L 167.421246 114.603028
- L 167.785766 113.203281
- L 168.150285 114.459132
- L 168.514805 108.368175
- L 168.879325 107.218494
- L 169.243845 113.007816
- L 169.608364 112.310597
- L 169.972884 113.043739
- L 170.337404 114.251204
- L 170.701924 112.265716
- L 171.066443 112.447625
- L 171.430963 104.672164
- L 171.795483 106.379385
- L 172.160003 111.115154
- L 172.524522 111.392539
- L 172.889042 113.195089
- L 173.253562 107.167546
- L 173.618082 108.748372
- L 173.982601 112.521441
- L 174.347121 105.559544
- L 175.8052 113.729233
- L 176.16972 108.536822
- L 176.53424 106.521777
- L 176.898759 109.759107
- L 177.263279 109.436135
- L 177.627799 111.718427
- L 177.992319 111.261554
- L 178.356838 111.349573
- L 178.721358 113.714173
- L 179.085878 112.911542
- L 179.450398 112.534703
- L 179.814917 105.76429
- L 180.179437 107.388911
- L 180.543957 111.469303
- L 180.908477 113.254703
- L 181.272996 113.490714
- L 181.637516 111.644376
- L 182.002036 111.663795
- L 182.366556 113.70707
- L 182.731075 108.269455
- L 183.095595 108.43539
- L 183.460115 112.696099
- L 183.824635 112.583855
- L 184.189154 113.249634
- L 184.553674 112.998005
- L 184.918194 112.369238
- L 185.282714 112.032298
- L 185.647233 105.695806
- L 186.011753 106.269378
- L 186.376273 110.825304
- L 186.740793 109.886471
- L 187.105312 111.255719
- L 187.834352 113.04642
- L 188.198872 114.31895
- L 188.563391 109.946823
- L 188.927911 109.47627
- L 189.292431 106.510311
- L 189.656951 105.910279
- L 190.02147 107.809363
- L 190.38599 108.502315
- L 190.75051 112.414059
- L 191.11503 112.116309
- L 191.479549 111.080263
- L 191.844069 112.730255
- L 192.208589 111.650506
- L 192.573109 113.830513
- L 192.937628 108.911894
- L 193.302148 109.13164
- L 193.666668 111.606981
- L 194.031188 111.146714
- L 194.395707 111.105546
- L 194.760227 107.463554
- L 195.124747 106.877103
- L 195.489267 110.281258
- L 195.853786 110.607473
- L 196.218306 109.300435
- L 196.582826 109.351295
- L 196.947346 110.539105
- L 197.311865 112.360723
- L 198.405425 105.426612
- L 198.769944 107.361416
- L 199.134464 112.178547
- L 199.498984 111.644463
- L 199.863504 110.591117
- L 200.228023 115.326032
- L 200.957063 113.776822
- L 201.321583 109.529255
- L 201.686102 111.085744
- L 202.415142 109.737566
- L 202.779662 107.896297
- L 203.144181 110.396242
- L 203.508701 111.41355
- L 203.873221 110.609152
- L 204.237741 113.159461
- L 204.60226 111.62307
- L 204.96678 111.636802
- L 205.3313 113.746794
- L 205.69582 110.981663
- L 206.060339 113.356514
- L 206.424859 111.327972
- L 206.789379 111.230935
- L 207.153899 114.188495
- L 207.518418 110.901538
- L 207.882938 109.796151
- L 208.247458 107.067471
- L 208.611978 107.482355
- L 208.976497 109.629183
- L 210.070057 113.595416
- L 210.799096 110.445015
- L 211.163616 106.531325
- L 211.528136 107.597989
- L 211.892656 110.626804
- L 212.257175 110.715003
- L 212.621695 113.041175
- L 212.986215 114.261282
- L 213.350735 114.391207
- L 213.715254 113.608793
- L 214.079774 109.592849
- L 214.444294 109.220337
- L 214.808814 110.917419
- L 215.173333 110.945062
- L 215.537853 111.193656
- L 215.902373 110.61204
- L 216.631412 113.895874
- L 216.995932 107.644812
- L 217.360452 105.925128
- L 217.724972 106.942496
- L 218.089491 106.410091
- L 218.454011 108.763699
- L 218.818531 110.046691
- L 219.183051 108.355974
- L 219.54757 109.635106
- L 220.27661 96.962304
- L 220.64113 106.864492
- L 221.005649 110.582837
- L 221.370169 110.079547
- L 221.734689 109.86767
- L 222.099209 112.072493
- L 222.463728 110.846638
- L 222.828248 107.238858
- L 223.192768 109.670646
- L 223.557288 110.706487
- L 223.921807 110.742024
- L 224.286327 110.342642
- L 224.650847 112.904
- L 225.015367 112.131488
- L 225.379886 113.775909
- L 225.744406 110.408239
- L 226.108926 110.672627
- L 226.473446 113.258237
- L 226.837965 111.545656
- L 227.202485 112.209991
- L 227.567005 105.743929
- L 227.931525 108.185145
- L 228.296044 112.799357
- L 229.025084 109.380206
- L 229.389604 111.889966
- L 229.754123 111.586058
- L 230.118643 114.276518
- L 230.483163 111.938409
- L 230.847683 111.085361
- L 231.212202 113.248513
- L 231.576722 112.715873
- L 231.941242 112.517373
- L 232.305762 103.499825
- L 232.670281 104.219531
- L 233.034801 109.692777
- L 233.399321 109.579795
- L 233.763841 110.406999
- L 234.12836 110.601431
- L 234.49288 112.627763
- L 234.8574 113.451847
- L 235.22192 106.515763
- L 235.586439 107.920343
- L 235.950959 107.567813
- L 236.315479 108.132368
- L 236.679999 112.430324
- L 237.044518 112.482483
- L 237.409038 112.85464
- L 237.773558 114.43815
- L 238.138078 112.048032
- L 238.502597 112.310418
- L 238.867117 112.416739
- L 239.231637 113.101642
- L 239.960676 105.936387
- L 240.325196 112.043346
- L 240.689716 109.180585
- L 241.054236 110.040972
- L 241.418755 107.635443
- L 241.783275 108.016498
- L 242.147795 112.770302
- L 242.512315 112.958811
- L 242.876834 113.591288
- L 243.241354 113.498024
- L 243.605874 112.285283
- L 243.970394 112.148786
- L 244.334913 105.751826
- L 244.699433 104.728037
- L 245.063953 110.072504
- L 245.428473 110.506013
- L 245.792992 113.194794
- L 246.157512 112.363255
- L 246.886552 113.513583
- L 247.251071 112.759251
- L 247.615591 112.725924
- L 247.980111 108.448444
- L 248.344631 109.171628
- L 248.70915 107.201344
- L 249.07367 107.903281
- L 249.43819 110.182598
- L 249.80271 110.300119
- L 250.167229 113.265811
- L 250.896269 108.674643
- L 251.260789 110.556729
- L 251.625308 108.997265
- L 251.989828 112.35474
- L 252.354348 108.312625
- L 252.718868 107.8734
- L 253.083387 111.351695
- L 253.447907 106.086205
- L 253.812427 105.621842
- L 254.176947 110.807592
- L 254.541466 111.339821
- L 255.270506 114.772322
- L 255.999545 112.978111
- L 256.364065 107.484476
- L 257.093105 111.506259
- L 257.457624 111.5387
- L 257.822144 111.156704
- L 258.186664 110.055737
- L 258.551184 110.086324
- L 258.915703 113.669116
- L 259.280223 109.001389
- L 259.644743 108.992579
- L 260.009263 113.775055
- L 260.373782 110.741673
- L 260.738302 109.658856
- L 261.102822 107.454185
- L 261.467342 109.356982
- L 261.831861 110.141518
- L 262.196381 110.563063
- L 262.560901 111.607276
- L 262.925421 111.195132
- L 263.28994 112.914963
- L 263.65446 111.146654
- L 264.01898 101.557687
- L 264.3835 103.333096
- L 264.748019 111.145122
- L 265.112539 107.42162
- L 265.477059 112.671583
- L 265.841579 111.80215
- L 266.570618 113.865786
- L 266.935138 109.848514
- L 267.299658 109.950153
- L 267.664177 107.433437
- L 268.028697 108.081887
- L 268.393217 113.28196
- L 269.122256 111.492583
- L 269.486776 110.304215
- L 269.851296 111.903431
- L 270.215816 112.903234
- L 270.580335 110.872658
- L 270.944855 107.91168
- L 271.309375 112.577577
- L 271.673895 112.866517
- L 272.038414 112.592518
- L 272.402934 112.158039
- L 272.767454 108.904939
- L 273.131974 110.567103
- L 273.496493 104.52229
- L 273.861013 105.795028
- L 274.225533 108.479182
- L 274.590053 108.540092
- L 274.954572 114.339195
- L 275.319092 113.571546
- L 275.683612 111.491554
- L 276.048132 114.116533
- L 276.412651 112.387804
- L 276.777171 114.040799
- L 277.141691 106.999074
- L 277.506211 107.75915
- L 277.87073 113.986637
- L 278.23525 112.261501
- L 278.96429 113.601103
- L 279.328809 112.961847
- L 279.693329 113.835227
- L 280.422369 111.891761
- L 280.786888 108.607013
- L 281.151408 107.801674
- L 281.515928 107.631347
- L 281.880448 106.711227
- L 282.244967 103.550186
- L 282.609487 108.616709
- L 282.974007 105.058583
- L 283.338527 109.916615
- L 283.703046 108.763787
- L 284.067566 108.536024
- L 284.432086 101.581645
- L 284.796606 104.35046
- L 285.161125 109.794883
- L 285.525645 110.689541
- L 285.890165 107.310848
- L 286.254685 102.621583
- L 286.983724 109.727723
- L 287.348244 105.203775
- L 288.077283 109.408141
- L 288.441803 106.597715
- L 288.806323 101.522087
- L 289.170843 111.075047
- L 289.899882 97.20135
- L 290.264402 109.907394
- L 290.628922 110.683531
- L 290.993441 107.488014
- L 291.357961 113.353774
- L 291.722481 111.305872
- L 292.087001 114.041125
- L 292.45152 111.671337
- L 292.81604 111.226221
- L 293.18056 112.747669
- L 293.54508 107.894913
- L 293.909599 107.381366
- L 294.274119 103.802701
- L 294.638639 106.421761
- L 295.003159 111.272131
- L 295.367678 111.034972
- L 296.096718 114.445018
- L 296.461238 112.250509
- L 296.825757 112.908243
- L 297.190277 103.248137
- L 297.554797 107.338666
- L 297.919317 113.162465
- L 298.283836 111.771325
- L 298.648356 107.107665
- L 299.012876 111.73667
- L 299.377396 112.184797
- L 299.741915 115.273047
- L 300.106435 113.299257
- L 300.470955 112.501611
- L 300.835475 114.673897
- L 301.199994 111.526767
- L 301.564514 112.10909
- L 301.929034 110.898885
- L 302.293554 110.780276
- L 302.658073 112.794288
- L 303.022593 111.573475
- L 303.387113 113.841062
- L 303.751633 114.480203
- L 304.116152 115.381079
- L 304.845192 111.582404
- L 305.209712 112.477709
- L 305.574231 107.660578
- L 305.938751 107.260722
- L 306.667791 109.549559
- L 307.03231 112.758632
- L 307.39683 111.840399
- L 307.76135 111.395191
- L 308.12587 115.089607
- L 308.49039 112.557807
- L 308.854909 114.978041
- L 309.219429 112.136586
- L 309.583949 110.84478
- L 309.948469 114.184547
- L 310.312988 113.195883
- L 310.677508 113.188604
- L 311.042028 111.229934
- L 311.406548 110.434582
- L 311.771067 110.469707
- L 312.135587 109.934918
- L 312.500107 114.507459
- L 313.229146 109.827771
- L 313.593666 114.830169
- L 314.322706 109.655853
- L 314.687225 110.08998
- L 315.051745 111.764489
- L 315.416265 114.097497
- L 315.780785 110.690307
- L 316.145304 112.770566
- L 316.509824 111.417822
- L 316.874344 112.459323
- L 317.238864 111.678528
- L 317.603383 111.771237
- L 317.967903 114.706845
- L 318.332423 112.630004
- L 318.696943 113.359078
- L 319.061462 105.486521
- L 319.425982 106.790468
- L 319.790502 112.323591
- L 320.155022 111.183578
- L 320.519541 113.83025
- L 321.248581 115.188326
- L 321.613101 106.634903
- L 322.34214 110.081019
- L 322.70666 109.16712
- L 323.07118 114.123605
- L 323.800219 111.069918
- L 324.164739 114.022117
- L 324.529259 111.900631
- L 324.893778 112.488968
- L 325.258298 111.952288
- L 325.622818 112.747286
- L 325.987338 107.462816
- L 326.351857 107.636062
- L 326.716377 114.22583
- L 327.080897 111.873434
- L 327.445417 110.524077
- L 327.809936 110.570429
- L 328.174456 109.940988
- L 328.538976 112.253484
- L 328.903496 111.815587
- L 329.268015 113.874361
- L 329.632535 106.337096
- L 329.997055 107.475782
- L 330.361575 112.414178
- L 331.090614 110.430514
- L 331.819654 112.838846
- L 332.184173 109.823408
- L 332.548693 108.568737
- L 332.913213 110.465819
- L 333.277733 109.622905
- L 334.006772 111.427342
- L 334.371292 113.301056
- L 334.735812 113.700353
- L 335.100331 112.076529
- L 335.464851 112.800921
- L 335.829371 104.064176
- L 336.193891 103.413721
- L 336.55841 110.926377
- L 336.92293 110.774704
- L 337.28745 114.703279
- L 337.65197 111.051324
- L 338.016489 110.944592
- L 338.381009 105.678333
- L 338.745529 106.352775
- L 339.110049 113.16002
- L 339.839088 110.459808
- L 340.203608 112.775136
- L 340.568128 110.562768
- L 340.932647 112.126771
- L 342.390726 109.254641
- L 342.755246 107.345387
- L 343.119766 110.403229
- L 343.484286 106.349325
- L 343.848805 109.164879
- L 344.213325 106.113964
- L 344.577845 108.125472
- L 344.942365 110.942909
- L 345.306884 111.913569
- L 345.671404 112.223488
- L 346.035924 108.339355
- L 346.400444 114.04519
- L 346.764963 103.152069
- L 347.129483 100.332303
- L 347.494003 110.192617
- L 347.858523 110.225916
- L 348.223042 112.180609
- L 348.587562 115.048822
- L 348.952082 112.778554
- L 349.316602 111.70517
- L 349.681121 106.940637
- L 350.045641 108.972126
- L 350.410161 112.768679
- L 350.774681 112.913312
- L 351.1392 115.064117
- L 351.50372 111.269921
- L 351.86824 111.382816
- L 352.23276 114.800316
- L 352.597279 108.118341
- L 352.961799 107.906288
- L 353.326319 111.769646
- L 353.690839 110.90419
- L 354.055358 115.045699
- L 354.419878 112.143717
- L 354.784398 111.379633
- L 355.148918 114.003492
- L 355.513437 99.870033
- L 355.877957 101.575719
- L 356.242477 111.423274
- L 356.606997 112.856702
- L 356.971516 111.691494
- L 357.336036 115.6272
- L 357.700556 112.89631
- L 358.065076 112.477801
- L 358.429595 103.508579
- L 358.794115 106.415571
- L 359.158635 108.261762
- L 359.523155 107.81464
- L 359.887674 112.206956
- L 360.252194 112.391162
- L 360.616714 112.365908
- L 360.981234 113.826329
- L 361.345753 113.830661
- L 361.710273 114.253206
- L 362.074793 115.139968
- L 362.439313 112.022838
- L 362.803832 110.847727
- L 363.168352 105.833101
- L 363.897392 112.42738
- L 364.261911 112.218921
- L 364.990951 115.964551
- L 365.355471 108.645118
- L 365.71999 109.348351
- L 366.08451 113.476216
- L 366.44903 114.075306
- L 366.81355 115.38279
- L 367.178069 114.601465
- L 367.542589 114.379333
- L 367.907109 113.735802
- L 368.271629 114.686983
- L 368.636148 115.20138
- L 369.000668 112.544602
- L 369.365188 112.226818
- L 369.729708 114.70304
- L 370.094227 110.466939
- L 370.458747 109.196706
- L 370.823267 109.712372
- L 371.187787 109.007076
- L 371.552306 111.930189
- L 371.916826 112.586595
- L 372.281346 106.118619
- L 372.281346 106.118619
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 18.697188 108.96222
- L 46.430938 108.96222
- Q 48.830938 108.96222 48.830938 106.56222
- L 48.830938 98.81972
- Q 48.830938 96.41972 46.430938 96.41972
- L 18.697188 96.41972
- Q 16.297188 96.41972 16.297188 98.81972
- L 16.297188 106.56222
- Q 16.297188 108.96222 18.697188 108.96222
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- DVARS -->
- <defs>
- <path d="M 19.671875 64.796875
- L 19.671875 8.109375
- L 31.59375 8.109375
- Q 46.6875 8.109375 53.6875 14.9375
- Q 60.6875 21.78125 60.6875 36.53125
- Q 60.6875 51.171875 53.6875 57.984375
- Q 46.6875 64.796875 31.59375 64.796875
- z
- M 9.8125 72.90625
- L 30.078125 72.90625
- Q 51.265625 72.90625 61.171875 64.09375
- Q 71.09375 55.28125 71.09375 36.53125
- Q 71.09375 17.671875 61.125 8.828125
- Q 51.171875 0 30.078125 0
- L 9.8125 0
- z
- " id="DejaVuSans-44"/>
- <path d="M 28.609375 0
- L 0.78125 72.90625
- L 11.078125 72.90625
- L 34.1875 11.53125
- L 57.328125 72.90625
- L 67.578125 72.90625
- L 39.796875 0
- z
- " id="DejaVuSans-56"/>
- <path d="M 34.1875 63.1875
- L 20.796875 26.90625
- L 47.609375 26.90625
- z
- M 28.609375 72.90625
- L 39.796875 72.90625
- L 67.578125 0
- L 57.328125 0
- L 50.6875 18.703125
- L 17.828125 18.703125
- L 11.1875 0
- L 0.78125 0
- z
- " id="DejaVuSans-41"/>
- <path d="M 44.390625 34.1875
- Q 47.5625 33.109375 50.5625 29.59375
- Q 53.5625 26.078125 56.59375 19.921875
- L 66.609375 0
- L 56 0
- L 46.6875 18.703125
- Q 43.0625 26.03125 39.671875 28.421875
- Q 36.28125 30.8125 30.421875 30.8125
- L 19.671875 30.8125
- L 19.671875 0
- L 9.8125 0
- L 9.8125 72.90625
- L 32.078125 72.90625
- Q 44.578125 72.90625 50.734375 67.671875
- Q 56.890625 62.453125 56.890625 51.90625
- Q 56.890625 45.015625 53.6875 40.46875
- Q 50.484375 35.9375 44.390625 34.1875
- z
- M 19.671875 64.796875
- L 19.671875 38.921875
- L 32.078125 38.921875
- Q 39.203125 38.921875 42.84375 42.21875
- Q 46.484375 45.515625 46.484375 51.90625
- Q 46.484375 58.296875 42.84375 61.546875
- Q 39.203125 64.796875 32.078125 64.796875
- z
- " id="DejaVuSans-52"/>
- </defs>
- <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-44"/>
- <use x="76.986328" xlink:href="#DejaVuSans-56"/>
- <use x="145.300781" xlink:href="#DejaVuSans-41"/>
- <use x="213.708984" xlink:href="#DejaVuSans-52"/>
- <use x="283.191406" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_11">
- <g id="patch_13">
- <path d="M 290.289663 105.826595
- L 365.209663 105.826595
- Q 366.409663 105.826595 366.409663 104.626595
- L 366.409663 100.755345
- Q 366.409663 99.555345 365.209663 99.555345
- L 290.289663 99.555345
- Q 289.089663 99.555345 289.089663 100.755345
- L 289.089663 104.626595
- Q 289.089663 105.826595 290.289663 105.826595
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 1.665 $\bullet$ mean: 1.188 $\bullet$ $\sigma$: 0.095 -->
- <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.36 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 106.758007)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 18.697188 148.249344
- L 372.281346 148.249344
- L 372.281346 122.702592
- L 18.697188 122.702592
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_9">
- <g id="xtick_25"/>
- <g id="xtick_26"/>
- <g id="xtick_27"/>
- <g id="xtick_28"/>
- <g id="xtick_29"/>
- <g id="xtick_30"/>
- </g>
- <g id="matplotlib.axis_10"/>
- <g id="line2d_9">
- <path clip-path="url(#pa6c9d03d4e)" d="M 18.697188 137.333093
- L 372.281346 137.333093
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#pa6c9d03d4e)" d="M 19.061707 141.301533
- L 19.426227 139.996676
- L 19.790747 141.32664
- L 20.155267 141.209621
- L 20.519786 141.404991
- L 20.884306 139.601986
- L 21.248826 138.865744
- L 21.977865 140.523167
- L 22.342385 139.079693
- L 22.706905 139.804719
- L 23.071425 139.913088
- L 23.435944 138.576018
- L 23.800464 137.780903
- L 24.164984 139.906971
- L 24.529504 136.168131
- L 24.894023 136.842559
- L 25.258543 139.701232
- L 25.623063 134.922968
- L 25.987583 138.794532
- L 26.352102 141.130326
- L 26.716622 141.29406
- L 27.081142 142.315581
- L 27.445662 136.830676
- L 27.810181 135.145205
- L 28.174701 140.193974
- L 28.539221 140.758659
- L 28.903741 139.798052
- L 29.26826 139.434319
- L 29.63278 140.802388
- L 29.9973 137.137914
- L 30.36182 140.319377
- L 30.726339 140.192069
- L 31.090859 140.964267
- L 31.455379 140.591232
- L 31.819899 143.367412
- L 32.184418 143.183263
- L 32.548938 142.67905
- L 32.913458 143.687776
- L 33.277978 143.519352
- L 34.007017 142.418446
- L 34.371537 143.421545
- L 34.736057 143.652046
- L 35.100576 139.520493
- L 35.465096 127.477638
- L 35.829616 133.282511
- L 36.923175 142.641491
- L 37.287695 142.126671
- L 37.652215 141.852346
- L 38.381254 137.813889
- L 38.745774 139.975077
- L 39.110294 143.365635
- L 39.474813 141.125568
- L 40.203853 143.531993
- L 40.568373 138.707687
- L 40.932892 142.258607
- L 41.297412 141.443727
- L 41.661932 139.751463
- L 42.390971 141.186978
- L 42.755491 141.345458
- L 43.120011 141.691041
- L 43.484531 142.523021
- L 43.84905 142.967176
- L 44.21357 140.353847
- L 44.94261 139.868372
- L 45.307129 141.468648
- L 45.671649 140.007966
- L 46.036169 140.757987
- L 46.400689 139.993583
- L 46.765208 138.216793
- L 47.129728 138.027513
- L 47.494248 138.27193
- L 47.858768 139.777812
- L 48.223287 139.511644
- L 48.587807 140.030456
- L 49.316847 141.629136
- L 49.681366 141.799554
- L 50.045886 141.588233
- L 50.410406 140.197481
- L 50.774926 140.862391
- L 51.139445 141.20638
- L 51.868485 142.322788
- L 52.233005 143.071494
- L 52.597524 141.998475
- L 52.962044 141.499237
- L 53.326564 141.767403
- L 53.691084 140.064051
- L 54.420123 143.711932
- L 54.784643 142.292664
- L 55.149163 141.512821
- L 55.513682 141.436693
- L 55.878202 141.666662
- L 56.242722 142.357608
- L 56.607242 143.643037
- L 56.971761 143.464767
- L 57.336281 141.471688
- L 57.700801 141.276319
- L 58.065321 140.672335
- L 58.42984 142.002968
- L 59.15888 142.838278
- L 59.5234 143.418553
- L 59.887919 141.475597
- L 60.252439 142.452672
- L 60.616959 142.927029
- L 60.981479 142.90818
- L 61.710518 141.908983
- L 62.075038 139.80238
- L 62.439558 140.380571
- L 62.804077 138.284138
- L 63.168597 138.371109
- L 63.533117 140.404588
- L 63.897637 141.271356
- L 64.262156 140.50738
- L 64.626676 140.779355
- L 64.991196 143.031492
- L 65.355716 141.430697
- L 66.084755 141.698956
- L 66.449275 140.277996
- L 66.813795 142.047599
- L 67.178314 141.661793
- L 67.542834 142.553541
- L 67.907354 143.008201
- L 68.271874 141.279418
- L 69.000913 139.050235
- L 69.365433 139.126301
- L 69.729953 139.54347
- L 70.094472 140.915359
- L 70.458992 140.383637
- L 70.823512 142.099809
- L 71.188032 141.453096
- L 71.552551 141.725781
- L 71.917071 140.484649
- L 72.281591 141.005245
- L 72.646111 139.994441
- L 73.01063 140.644626
- L 73.37515 143.00454
- L 73.73967 142.244453
- L 74.10419 140.612407
- L 74.468709 140.1788
- L 74.833229 139.93474
- L 75.197749 140.231443
- L 75.562269 140.286729
- L 75.926788 138.29751
- L 76.655828 139.580049
- L 77.020348 139.391658
- L 77.384867 140.063696
- L 77.749387 141.711114
- L 78.113907 141.371989
- L 78.478427 142.445392
- L 78.842946 142.433578
- L 79.207466 140.465994
- L 79.571986 139.999323
- L 79.936506 139.98516
- L 80.301025 139.519601
- L 80.665545 139.47928
- L 81.030065 139.858396
- L 81.394585 139.721244
- L 81.759104 140.129429
- L 82.488144 140.618229
- L 82.852664 138.607072
- L 83.217183 139.447874
- L 83.946223 140.000442
- L 84.310743 143.04823
- L 85.039782 141.282598
- L 85.404302 143.016974
- L 85.768822 139.539633
- L 86.497861 139.920688
- L 86.862381 142.806522
- L 87.226901 141.554167
- L 87.59142 142.569153
- L 87.95594 143.103012
- L 88.32046 142.665838
- L 88.68498 141.419223
- L 89.049499 141.618326
- L 89.414019 140.725819
- L 89.778539 140.732758
- L 90.507578 139.931622
- L 90.872098 140.496919
- L 91.236618 142.373897
- L 91.601138 140.639209
- L 91.965657 142.240526
- L 92.330177 140.789707
- L 92.694697 140.992306
- L 93.059217 138.441321
- L 93.423736 139.124742
- L 93.788256 138.91907
- L 94.152776 139.372442
- L 94.881815 141.522947
- L 95.246335 141.039118
- L 95.975375 142.692677
- L 96.339894 142.539168
- L 96.704414 141.089534
- L 97.068934 140.260917
- L 97.797973 142.4871
- L 98.162493 142.695618
- L 98.891533 141.297603
- L 99.256052 141.603378
- L 99.620572 142.778224
- L 99.985092 141.391978
- L 100.349612 141.278845
- L 100.714131 139.809763
- L 101.078651 137.764212
- L 101.443171 137.073856
- L 101.807691 138.857451
- L 102.53673 141.146449
- L 102.90125 141.778732
- L 103.26577 141.979186
- L 103.630289 140.628604
- L 103.994809 142.320266
- L 104.359329 139.565982
- L 104.723849 139.105045
- L 105.088368 139.729312
- L 105.817408 139.145204
- L 106.181928 141.200114
- L 106.546447 141.747466
- L 106.910967 141.571268
- L 107.275487 142.914324
- L 107.640007 143.186937
- L 108.004526 140.091451
- L 108.369046 139.985185
- L 108.733566 138.961803
- L 109.098086 140.163464
- L 109.462605 139.844373
- L 110.191645 140.622705
- L 110.556165 141.264282
- L 111.285204 140.319112
- L 111.649724 141.059687
- L 112.014244 140.260113
- L 112.378763 143.042243
- L 112.743283 142.842809
- L 113.107803 142.261043
- L 113.836842 139.456306
- L 114.201362 139.980581
- L 114.565882 139.779279
- L 114.930402 138.760925
- L 115.294922 139.367247
- L 115.659441 139.651747
- L 116.023961 139.338411
- L 116.388481 138.84035
- L 116.753001 137.835952
- L 117.11752 138.344888
- L 117.84656 141.392634
- L 118.21108 141.219604
- L 118.575599 140.429025
- L 118.940119 139.912542
- L 119.304639 138.943095
- L 119.669159 140.058289
- L 120.033678 138.754696
- L 120.398198 138.677421
- L 120.762718 137.529035
- L 121.856277 139.477192
- L 122.220797 139.762764
- L 122.585317 140.335888
- L 122.949836 139.817603
- L 123.314356 142.103103
- L 123.678876 142.225522
- L 124.043396 142.126744
- L 124.407915 141.244584
- L 124.772435 141.885315
- L 125.136955 142.079288
- L 125.501475 140.326879
- L 125.865994 142.745954
- L 126.230514 140.657348
- L 126.959554 143.275954
- L 127.324073 142.843286
- L 127.688593 142.007052
- L 128.053113 143.18487
- L 128.417633 141.093199
- L 128.782152 141.728749
- L 129.146672 140.252242
- L 129.511192 140.988572
- L 129.875712 139.989435
- L 130.240231 139.783844
- L 130.604751 139.257415
- L 130.969271 139.282808
- L 131.333791 139.423512
- L 131.69831 140.439896
- L 132.42735 142.907209
- L 132.79187 140.084946
- L 133.156389 139.987821
- L 133.520909 140.005906
- L 133.885429 138.990738
- L 134.249949 141.352821
- L 134.614468 142.218375
- L 134.978988 141.831378
- L 135.343508 140.276752
- L 135.708028 137.646199
- L 136.072547 137.319487
- L 136.437067 139.62423
- L 136.801587 139.613749
- L 137.166107 138.712724
- L 137.895146 139.867897
- L 138.259666 137.041372
- L 138.624186 139.964337
- L 138.988705 141.50518
- L 139.353225 140.978008
- L 139.717745 140.787595
- L 140.082265 140.321426
- L 140.446784 139.669483
- L 140.811304 140.11541
- L 141.540344 142.046435
- L 141.904863 140.734719
- L 142.269383 141.021707
- L 142.633903 139.386152
- L 142.998423 138.833944
- L 143.362942 138.489379
- L 143.727462 140.185259
- L 144.091982 139.341017
- L 144.456502 137.823274
- L 145.185541 138.875912
- L 145.550061 140.199309
- L 145.914581 142.684031
- L 146.2791 142.006064
- L 146.64362 142.644786
- L 147.00814 141.94933
- L 147.37266 141.002705
- L 147.737179 140.810368
- L 148.101699 140.417463
- L 148.466219 140.421381
- L 148.830739 141.050412
- L 149.195258 141.121049
- L 149.559778 141.972204
- L 149.924298 143.273981
- L 150.288818 141.477165
- L 150.653337 142.821779
- L 151.382377 138.365941
- L 151.746897 138.638919
- L 152.111416 138.617587
- L 152.475936 141.975266
- L 153.204976 137.656147
- L 153.569495 139.301762
- L 153.934015 137.789135
- L 154.298535 140.121889
- L 154.663055 140.76891
- L 155.027574 139.240282
- L 155.392094 140.246455
- L 155.756614 141.791737
- L 156.121134 140.428728
- L 156.485653 141.687164
- L 156.850173 140.821065
- L 157.214693 139.504664
- L 157.579213 139.998197
- L 157.943732 142.004628
- L 158.308252 142.915802
- L 158.672772 141.238913
- L 159.037292 140.21457
- L 159.401811 140.733521
- L 159.766331 140.259268
- L 160.130851 138.86228
- L 160.85989 141.783505
- L 161.22441 141.329668
- L 161.58893 140.102977
- L 161.95345 141.18238
- L 162.317969 141.308968
- L 162.682489 140.258493
- L 163.047009 141.479541
- L 163.411529 140.85041
- L 163.776048 141.020982
- L 164.140568 142.366809
- L 164.869608 141.7799
- L 165.234127 141.910143
- L 165.598647 140.749302
- L 165.963167 140.44994
- L 166.692206 141.073457
- L 167.056726 140.098146
- L 167.421246 141.216657
- L 167.785766 142.980292
- L 168.514805 139.57085
- L 169.243845 141.620902
- L 169.608364 140.874968
- L 169.972884 141.049422
- L 170.337404 142.054642
- L 170.701924 142.010803
- L 171.066443 142.902811
- L 171.430963 141.116557
- L 171.795483 140.226456
- L 172.160003 141.93798
- L 172.524522 142.965446
- L 172.889042 141.175371
- L 173.253562 141.680655
- L 173.618082 141.307963
- L 173.982601 139.054767
- L 174.347121 139.086845
- L 174.711641 139.800167
- L 175.076161 138.834073
- L 175.44068 139.424843
- L 175.8052 139.51675
- L 176.16972 139.999955
- L 176.53424 141.224107
- L 176.898759 140.687555
- L 177.263279 141.441266
- L 177.627799 142.450838
- L 178.356838 139.957238
- L 178.721358 139.634158
- L 179.085878 140.14018
- L 179.814917 142.617366
- L 180.179437 142.684416
- L 180.543957 143.463156
- L 181.272996 139.391578
- L 181.637516 139.799105
- L 182.002036 140.373415
- L 182.366556 140.190955
- L 182.731075 142.758428
- L 183.095595 142.563278
- L 183.460115 141.5977
- L 183.824635 142.150645
- L 184.189154 141.564878
- L 184.553674 140.146635
- L 184.918194 140.687904
- L 185.282714 142.097244
- L 185.647233 142.858137
- L 186.011753 142.592749
- L 186.376273 142.518532
- L 187.105312 141.216251
- L 187.469832 142.038361
- L 187.834352 141.314247
- L 188.198872 142.593263
- L 188.563391 139.378976
- L 188.927911 138.190165
- L 189.292431 140.622651
- L 189.656951 141.152941
- L 190.02147 140.969279
- L 190.38599 140.500774
- L 190.75051 139.625732
- L 191.11503 139.717493
- L 191.479549 139.423607
- L 191.844069 140.369011
- L 192.208589 140.119296
- L 192.573109 137.678856
- L 192.937628 136.985877
- L 193.666668 136.847533
- L 194.031188 138.750104
- L 194.395707 139.062425
- L 194.760227 141.540802
- L 195.489267 140.861905
- L 195.853786 141.138154
- L 196.582826 140.002867
- L 197.311865 142.261356
- L 197.676385 140.584414
- L 198.040905 141.992732
- L 198.405425 141.920807
- L 198.769944 142.073587
- L 199.134464 141.111815
- L 199.498984 141.648228
- L 199.863504 141.068965
- L 200.228023 142.004249
- L 200.592543 141.076738
- L 200.957063 141.134176
- L 201.321583 138.582379
- L 201.686102 138.132547
- L 202.050622 139.269729
- L 202.415142 141.473569
- L 202.779662 142.829265
- L 203.144181 137.450392
- L 203.508701 139.094989
- L 203.873221 140.203742
- L 204.237741 139.227725
- L 204.60226 139.284632
- L 204.96678 138.561932
- L 205.69582 141.08934
- L 206.060339 143.454129
- L 206.424859 141.79812
- L 206.789379 141.19106
- L 207.153899 141.036921
- L 207.518418 141.662257
- L 207.882938 139.832507
- L 208.247458 139.508447
- L 208.611978 136.523207
- L 208.976497 134.951892
- L 209.341017 135.906401
- L 209.705537 135.365043
- L 210.070057 139.325989
- L 210.434576 138.744862
- L 210.799096 137.849783
- L 211.163616 138.004326
- L 211.528136 139.386323
- L 211.892656 137.935375
- L 212.257175 139.172426
- L 212.621695 139.312982
- L 213.350735 140.534409
- L 213.715254 140.623693
- L 214.079774 143.523185
- L 214.444294 141.995898
- L 215.173333 143.374596
- L 215.537853 142.597577
- L 215.902373 140.815515
- L 216.266893 141.016193
- L 216.631412 140.479445
- L 217.360452 142.578753
- L 217.724972 142.392743
- L 218.089491 143.991552
- L 218.818531 139.852274
- L 219.183051 136.008334
- L 219.54757 141.265741
- L 219.91209 142.281228
- L 220.27661 141.593388
- L 220.64113 142.893001
- L 221.005649 140.657235
- L 221.734689 139.307139
- L 222.099209 137.818412
- L 222.463728 137.239427
- L 222.828248 137.799825
- L 223.192768 137.962514
- L 223.557288 136.528492
- L 223.921807 137.997567
- L 224.286327 137.611079
- L 224.650847 138.625373
- L 225.015367 138.365375
- L 225.379886 139.52519
- L 225.744406 139.530325
- L 226.108926 141.873979
- L 226.837965 140.164377
- L 227.202485 141.2405
- L 227.567005 139.254983
- L 228.296044 141.053839
- L 228.660564 139.031837
- L 229.025084 138.26563
- L 229.389604 141.199562
- L 229.754123 139.665662
- L 230.118643 139.875942
- L 230.483163 140.316848
- L 230.847683 140.018925
- L 231.212202 141.171892
- L 231.576722 140.770949
- L 231.941242 141.049176
- L 232.305762 141.106734
- L 232.670281 140.095589
- L 233.034801 139.820407
- L 233.399321 140.195137
- L 233.763841 137.923095
- L 234.12836 137.901454
- L 234.49288 138.359067
- L 234.8574 137.472273
- L 235.22192 138.705144
- L 235.586439 137.469447
- L 235.950959 137.543527
- L 236.315479 136.295551
- L 236.679999 138.607419
- L 237.044518 139.611085
- L 237.409038 139.099036
- L 237.773558 141.105045
- L 238.138078 140.451475
- L 238.502597 142.267226
- L 238.867117 141.972673
- L 239.231637 141.824486
- L 239.596157 139.689356
- L 240.689716 143.282039
- L 241.054236 141.542128
- L 241.418755 141.996771
- L 241.783275 140.254757
- L 242.147795 140.575561
- L 242.512315 140.705671
- L 242.876834 139.80917
- L 243.241354 138.393536
- L 243.605874 139.863601
- L 243.970394 139.065142
- L 244.334913 141.419537
- L 244.699433 142.058251
- L 245.063953 140.739091
- L 245.428473 141.8188
- L 245.792992 140.295064
- L 246.157512 140.837219
- L 246.522032 142.089368
- L 246.886552 141.007629
- L 247.251071 140.633153
- L 247.615591 139.350195
- L 247.980111 140.891136
- L 248.344631 140.819893
- L 248.70915 138.859645
- L 249.07367 137.651114
- L 249.43819 139.105644
- L 249.80271 139.612446
- L 250.167229 139.050279
- L 250.531749 139.3695
- L 250.896269 137.731679
- L 251.260789 137.517523
- L 251.989828 141.945816
- L 252.354348 140.7051
- L 252.718868 138.871926
- L 253.083387 140.646622
- L 253.447907 140.947099
- L 253.812427 140.819912
- L 254.176947 140.329584
- L 254.541466 140.842704
- L 254.905986 139.457068
- L 255.270506 139.669004
- L 255.635026 140.179957
- L 255.999545 139.085549
- L 256.728585 140.143272
- L 257.093105 140.08921
- L 257.457624 140.71868
- L 257.822144 141.622765
- L 258.186664 141.416082
- L 258.551184 140.457898
- L 258.915703 140.278076
- L 259.280223 140.626663
- L 259.644743 141.854923
- L 260.009263 141.514186
- L 260.373782 142.106298
- L 260.738302 141.95086
- L 261.102822 139.579767
- L 261.831861 138.190926
- L 262.196381 138.113474
- L 262.560901 139.979047
- L 262.925421 140.693488
- L 263.65446 139.03274
- L 264.01898 141.754874
- L 264.3835 142.033841
- L 264.748019 140.947292
- L 265.112539 141.258025
- L 265.841579 141.028691
- L 266.206098 138.056078
- L 266.570618 138.638891
- L 266.935138 142.238155
- L 267.299658 141.763583
- L 267.664177 140.454092
- L 268.028697 140.362495
- L 268.393217 140.568098
- L 268.757737 140.416029
- L 269.122256 142.9054
- L 269.486776 139.931185
- L 269.851296 139.234907
- L 270.215816 139.973912
- L 270.580335 141.122308
- L 270.944855 143.066344
- L 271.309375 140.628299
- L 271.673895 139.979273
- L 272.038414 139.974587
- L 272.402934 140.69059
- L 272.767454 140.661018
- L 273.131974 138.417154
- L 273.496493 139.112643
- L 273.861013 136.796171
- L 274.225533 136.861151
- L 274.590053 137.72026
- L 274.954572 137.743929
- L 275.319092 140.03372
- L 275.683612 137.55772
- L 276.048132 136.167298
- L 276.412651 138.770616
- L 276.777171 138.798473
- L 277.141691 139.482312
- L 277.506211 139.197101
- L 277.87073 139.327453
- L 278.23525 138.323451
- L 278.96429 140.981016
- L 279.328809 139.699503
- L 279.693329 140.780676
- L 280.057849 140.34251
- L 280.422369 141.61032
- L 280.786888 141.763378
- L 281.151408 139.63989
- L 281.515928 141.959541
- L 281.880448 141.786493
- L 282.244967 139.997409
- L 282.609487 138.895692
- L 282.974007 136.127076
- L 283.338527 137.047087
- L 283.703046 136.425756
- L 284.796606 138.699763
- L 285.161125 138.371432
- L 285.525645 138.205245
- L 286.619204 124.637952
- L 286.983724 136.191998
- L 287.348244 140.861049
- L 288.077283 137.753602
- L 288.441803 139.776386
- L 288.806323 132.984005
- L 289.170843 138.707835
- L 289.535362 140.555103
- L 289.899882 139.000813
- L 290.264402 140.446754
- L 290.628922 140.104178
- L 290.993441 140.084148
- L 291.357961 139.872795
- L 291.722481 139.379368
- L 292.45152 141.751245
- L 292.81604 141.803438
- L 293.18056 142.120509
- L 293.909599 140.173413
- L 294.274119 140.34806
- L 294.638639 142.085844
- L 295.367678 139.025629
- L 295.732198 140.135985
- L 296.096718 137.545427
- L 296.461238 138.409689
- L 296.825757 137.721067
- L 297.190277 137.6674
- L 297.919317 140.820559
- L 298.283836 140.994332
- L 298.648356 141.454183
- L 299.012876 140.251354
- L 299.377396 140.198505
- L 299.741915 139.968064
- L 300.106435 140.760266
- L 300.470955 140.425303
- L 300.835475 142.401339
- L 301.199994 142.777085
- L 301.564514 142.499261
- L 301.929034 141.967638
- L 302.658073 142.1053
- L 303.022593 140.329248
- L 303.387113 139.783638
- L 303.751633 140.209691
- L 304.116152 141.579315
- L 304.845192 138.570511
- L 305.209712 140.559584
- L 305.574231 139.090126
- L 305.938751 139.995313
- L 306.303271 137.733674
- L 306.667791 138.506775
- L 307.03231 138.911825
- L 307.39683 138.336393
- L 307.76135 138.635419
- L 308.12587 141.631021
- L 308.49039 140.267352
- L 308.854909 141.490411
- L 309.219429 140.594341
- L 309.583949 140.461819
- L 309.948469 140.112614
- L 310.312988 141.880511
- L 310.677508 141.203777
- L 311.042028 142.992765
- L 311.406548 142.933795
- L 311.771067 141.874649
- L 312.135587 141.349072
- L 312.500107 141.542511
- L 312.864627 141.889717
- L 313.229146 142.424434
- L 313.958186 140.860112
- L 314.322706 141.146893
- L 314.687225 142.189514
- L 315.051745 142.888732
- L 315.416265 139.36733
- L 315.780785 140.568591
- L 316.145304 140.644845
- L 316.509824 140.426295
- L 316.874344 139.015275
- L 317.238864 138.147827
- L 317.603383 137.894314
- L 317.967903 139.263379
- L 318.332423 141.344684
- L 318.696943 142.602579
- L 319.061462 141.321301
- L 319.425982 141.02366
- L 319.790502 139.561614
- L 320.155022 141.637934
- L 320.884061 138.830234
- L 321.248581 137.896849
- L 321.613101 138.221514
- L 321.97762 138.009796
- L 322.34214 136.771235
- L 322.70666 136.403116
- L 323.07118 137.878255
- L 323.435699 138.428274
- L 323.800219 139.397254
- L 324.164739 138.701907
- L 324.529259 138.303771
- L 324.893778 140.182945
- L 325.258298 140.03573
- L 325.622818 138.475902
- L 325.987338 138.071786
- L 326.716377 140.966844
- L 327.080897 138.419204
- L 327.445417 139.917567
- L 327.809936 140.453412
- L 328.538976 139.901833
- L 328.903496 138.459044
- L 329.268015 138.207189
- L 329.632535 139.653234
- L 329.997055 138.200319
- L 330.361575 137.767049
- L 330.726094 136.376604
- L 331.090614 136.343267
- L 331.819654 140.468178
- L 332.184173 140.712194
- L 332.548693 141.495453
- L 332.913213 143.640063
- L 333.277733 141.54662
- L 333.642252 141.950294
- L 334.006772 140.675617
- L 334.371292 138.59831
- L 334.735812 142.566385
- L 335.100331 141.8705
- L 335.829371 138.274182
- L 336.193891 139.601893
- L 336.55841 140.475931
- L 336.92293 140.935531
- L 337.28745 139.113857
- L 337.65197 138.362086
- L 338.016489 135.346848
- L 338.381009 137.067173
- L 338.745529 137.100085
- L 339.110049 135.435595
- L 339.474568 138.817749
- L 339.839088 138.948999
- L 340.568128 140.480885
- L 340.932647 139.733853
- L 341.297167 137.50191
- L 342.026207 138.049056
- L 342.390726 134.921088
- L 342.755246 135.516561
- L 343.119766 137.726255
- L 343.484286 135.738156
- L 343.848805 138.99194
- L 344.213325 139.263564
- L 344.942365 141.810914
- L 345.671404 137.349723
- L 346.035924 135.166944
- L 346.400444 141.445932
- L 346.764963 140.164682
- L 347.129483 140.73065
- L 347.494003 142.040697
- L 347.858523 141.384132
- L 348.223042 141.362938
- L 348.587562 142.857059
- L 348.952082 141.033733
- L 349.316602 140.756067
- L 350.045641 141.848216
- L 350.410161 139.741135
- L 350.774681 139.24128
- L 351.50372 140.601758
- L 351.86824 140.866192
- L 352.23276 141.705143
- L 352.597279 141.73903
- L 352.961799 142.026415
- L 353.326319 141.288256
- L 353.690839 140.263402
- L 354.055358 139.679848
- L 354.419878 140.272267
- L 354.784398 139.994098
- L 355.148918 141.168547
- L 355.513437 141.221999
- L 355.877957 142.002305
- L 356.242477 142.403985
- L 356.606997 139.423318
- L 356.971516 140.959173
- L 357.336036 139.85987
- L 357.700556 139.495475
- L 358.065076 138.799662
- L 358.429595 138.534544
- L 358.794115 138.654525
- L 359.158635 139.525501
- L 359.523155 137.773891
- L 359.887674 138.028894
- L 360.981234 140.561807
- L 361.345753 142.385881
- L 361.710273 141.45098
- L 362.074793 141.230593
- L 362.439313 141.303936
- L 362.803832 139.26285
- L 363.168352 137.858731
- L 363.532872 138.07716
- L 363.897392 136.941366
- L 364.261911 138.196686
- L 364.626431 139.003539
- L 364.990951 141.491948
- L 365.355471 141.728169
- L 365.71999 139.564691
- L 366.08451 140.170751
- L 366.44903 141.689204
- L 366.81355 141.793089
- L 367.178069 141.262802
- L 367.542589 140.945729
- L 367.907109 141.736895
- L 368.271629 141.253409
- L 368.636148 141.396222
- L 369.000668 142.294429
- L 369.365188 141.121725
- L 370.094227 142.543106
- L 370.458747 142.892488
- L 370.823267 142.220359
- L 371.187787 140.339979
- L 371.552306 137.055829
- L 371.916826 139.514697
- L 372.281346 140.348407
- L 372.281346 140.348407
- " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_13">
- <g id="patch_15">
- <path d="M 18.697188 136.637868
- L 29.458438 136.637868
- Q 31.858438 136.637868 31.858438 134.237868
- L 31.858438 126.495368
- Q 31.858438 124.095368 29.458438 124.095368
- L 18.697188 124.095368
- Q 16.297188 124.095368 16.297188 126.495368
- L 16.297188 134.237868
- Q 16.297188 136.637868 18.697188 136.637868
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- FD -->
- <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-46"/>
- <use x="57.519531" xlink:href="#DejaVuSans-44"/>
- </g>
- </g>
- <g id="text_14">
- <g id="patch_16">
- <path d="M 290.289663 133.502243
- L 365.209663 133.502243
- Q 366.409663 133.502243 366.409663 132.302243
- L 366.409663 128.430993
- Q 366.409663 127.230993 365.209663 127.230993
- L 290.289663 127.230993
- Q 289.089663 127.230993 289.089663 128.430993
- L 289.089663 132.302243
- Q 289.089663 133.502243 290.289663 133.502243
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 0.445 $\bullet$ mean: 0.098 $\bullet$ $\sigma$: 0.041 -->
- <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.16 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 138.160906)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-31"/>
- <use x="159.033203" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- </g>
- <g id="axes_6">
- <g id="patch_17">
- <path d="M 15.161346 278.112
- L 18.697188 278.112
- L 18.697188 150.37824
- L 15.161346 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p9fb9fb7fc9)">
- <image height="934" id="image3458d2db36" transform="matrix(4 0 0 0.137045 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAOmCAYAAAAq5P9CAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16ENACEABMELiiogKDA0RCM0Ri2v6QRaeHkka0avXeW5TpAkAAAAAABndhwOGX/pJTlkvIC+2ngSAABnLqJADWTlxjGEAAAAAElFTkSuQmCC"/>
- </g>
- <g id="matplotlib.axis_11"/>
- <g id="matplotlib.axis_12"/>
- </g>
- <g id="axes_7">
- <g id="patch_18">
- <path d="M 18.697188 278.112
- L 372.281346 278.112
- L 372.281346 150.37824
- L 18.697188 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p9a88c90725)">
- <image height="128.16" id="imagef327098828" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
- 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" y="-149.952"/>
- </g>
- <g id="matplotlib.axis_13">
- <g id="xtick_31">
- <g id="line2d_11">
- <defs>
- <path d="M 0 0
- L 0 4.8
- " id="m376e2a6254" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.060957" xlink:href="#m376e2a6254" y="278.112"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(13.494551 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-30"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_32">
- <g id="line2d_12">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="89.632281" xlink:href="#m376e2a6254" y="278.112"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 291.00 -->
- <g style="fill:#262626;" transform="translate(80.884625 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-39"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_33">
- <g id="line2d_13">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="160.203605" xlink:href="#m376e2a6254" y="278.112"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 582.00 -->
- <g style="fill:#262626;" transform="translate(151.455949 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-32"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="230.774929" xlink:href="#m376e2a6254" y="278.112"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 873.00 -->
- <g style="fill:#262626;" transform="translate(222.027272 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-38"/>
- <use x="63.623047" xlink:href="#DejaVuSans-37"/>
- <use x="127.246094" xlink:href="#DejaVuSans-33"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_35">
- <g id="line2d_15">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="301.346252" xlink:href="#m376e2a6254" y="278.112"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 1164.00 -->
- <g style="fill:#262626;" transform="translate(291.007971 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-31"/>
- <use x="127.246094" xlink:href="#DejaVuSans-36"/>
- <use x="190.869141" xlink:href="#DejaVuSans-34"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- <use x="349.902344" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_36">
- <g id="line2d_16">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="371.917576" xlink:href="#m376e2a6254" y="278.112"/>
- </g>
- </g>
- <g id="text_21">
- <!-- 1455.00 -->
- <g style="fill:#262626;" transform="translate(361.579295 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-34"/>
- <use x="127.246094" xlink:href="#DejaVuSans-35"/>
- <use x="190.869141" xlink:href="#DejaVuSans-35"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- <use x="349.902344" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="text_22">
- <!-- time (s) -->
- <defs>
- <path d="M 18.3125 70.21875
- L 18.3125 54.6875
- L 36.8125 54.6875
- L 36.8125 47.703125
- L 18.3125 47.703125
- L 18.3125 18.015625
- Q 18.3125 11.328125 20.140625 9.421875
- Q 21.96875 7.515625 27.59375 7.515625
- L 36.8125 7.515625
- L 36.8125 0
- L 27.59375 0
- Q 17.1875 0 13.234375 3.875
- Q 9.28125 7.765625 9.28125 18.015625
- L 9.28125 47.703125
- L 2.6875 47.703125
- L 2.6875 54.6875
- L 9.28125 54.6875
- L 9.28125 70.21875
- z
- " id="DejaVuSans-74"/>
- <path d="M 9.421875 54.6875
- L 18.40625 54.6875
- L 18.40625 0
- L 9.421875 0
- z
- M 9.421875 75.984375
- L 18.40625 75.984375
- L 18.40625 64.59375
- L 9.421875 64.59375
- z
- " id="DejaVuSans-69"/>
- <path d="M 31 75.875
- Q 24.46875 64.65625 21.28125 53.65625
- Q 18.109375 42.671875 18.109375 31.390625
- Q 18.109375 20.125 21.3125 9.0625
- Q 24.515625 -2 31 -13.1875
- L 23.1875 -13.1875
- Q 15.875 -1.703125 12.234375 9.375
- Q 8.59375 20.453125 8.59375 31.390625
- Q 8.59375 42.28125 12.203125 53.3125
- Q 15.828125 64.359375 23.1875 75.875
- z
- " id="DejaVuSans-28"/>
- <path d="M 44.28125 53.078125
- L 44.28125 44.578125
- Q 40.484375 46.53125 36.375 47.5
- Q 32.28125 48.484375 27.875 48.484375
- Q 21.1875 48.484375 17.84375 46.4375
- Q 14.5 44.390625 14.5 40.28125
- Q 14.5 37.15625 16.890625 35.375
- Q 19.28125 33.59375 26.515625 31.984375
- L 29.59375 31.296875
- Q 39.15625 29.25 43.1875 25.515625
- Q 47.21875 21.78125 47.21875 15.09375
- Q 47.21875 7.46875 41.1875 3.015625
- Q 35.15625 -1.421875 24.609375 -1.421875
- Q 20.21875 -1.421875 15.453125 -0.5625
- Q 10.6875 0.296875 5.421875 2
- L 5.421875 11.28125
- Q 10.40625 8.6875 15.234375 7.390625
- Q 20.0625 6.109375 24.8125 6.109375
- Q 31.15625 6.109375 34.5625 8.28125
- Q 37.984375 10.453125 37.984375 14.40625
- Q 37.984375 18.0625 35.515625 20.015625
- Q 33.0625 21.96875 24.703125 23.78125
- L 21.578125 24.515625
- Q 13.234375 26.265625 9.515625 29.90625
- Q 5.8125 33.546875 5.8125 39.890625
- Q 5.8125 47.609375 11.28125 51.796875
- Q 16.75 56 26.8125 56
- Q 31.78125 56 36.171875 55.265625
- Q 40.578125 54.546875 44.28125 53.078125
- z
- " id="DejaVuSans-73"/>
- <path d="M 8.015625 75.875
- L 15.828125 75.875
- Q 23.140625 64.359375 26.78125 53.3125
- Q 30.421875 42.28125 30.421875 31.390625
- Q 30.421875 20.453125 26.78125 9.375
- Q 23.140625 -1.703125 15.828125 -13.1875
- L 8.015625 -13.1875
- Q 14.5 -2 17.703125 9.0625
- Q 20.90625 20.125 20.90625 31.390625
- Q 20.90625 42.671875 17.703125 53.65625
- Q 14.5 64.65625 8.015625 75.875
- z
- " id="DejaVuSans-29"/>
- </defs>
- <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
- <use xlink:href="#DejaVuSans-74"/>
- <use x="39.208984" xlink:href="#DejaVuSans-69"/>
- <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
- <use x="164.404297" xlink:href="#DejaVuSans-65"/>
- <use x="225.927734" xlink:href="#DejaVuSans-20"/>
- <use x="257.714844" xlink:href="#DejaVuSans-28"/>
- <use x="296.728516" xlink:href="#DejaVuSans-73"/>
- <use x="348.828125" xlink:href="#DejaVuSans-29"/>
- </g>
- </g>
- </g>
- <g id="matplotlib.axis_14"/>
- </g>
- </g>
- <defs>
- <clipPath id="pb19c17b3c6">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="p8857aaa207">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="p9f3a118fc7">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="p750819180f">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="pa6c9d03d4e">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="p9fb9fb7fc9">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="p9a88c90725">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|