sub-02_task-sherlockPart2_desc-carpetplot_bold.svg 482 KB

1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335233623372338233923402341234223432344234523462347234823492350235123522353235423552356235723582359236023612362236323642365236623672368236923702371237223732374237523762377237823792380238123822383238423852386238723882389239023912392239323942395239623972398239924002401240224032404240524062407240824092410241124122413241424152416241724182419242024212422242324242425242624272428242924302431243224332434243524362437243824392440244124422443244424452446244724482449245024512452245324542455245624572458245924602461246224632464246524662467246824692470247124722473247424752476247724782479248024812482248324842485248624872488248924902491249224932494249524962497249824992500250125022503250425052506250725082509251025112512251325142515251625172518251925202521252225232524252525262527252825292530253125322533253425352536253725382539254025412542254325442545254625472548254925502551255225532554255525562557255825592560256125622563256425652566256725682569257025712572257325742575257625772578257925802581258225832584258525862587258825892590259125922593259425952596259725982599260026012602260326042605260626072608260926102611261226132614261526162617261826192620262126222623262426252626262726282629263026312632263326342635263626372638263926402641264226432644264526462647264826492650265126522653265426552656265726582659266026612662266326642665266626672668266926702671267226732674267526762677267826792680268126822683268426852686268726882689269026912692269326942695269626972698269927002701270227032704270527062707270827092710271127122713271427152716271727182719272027212722272327242725272627272728272927302731273227332734273527362737273827392740274127422743274427452746274727482749275027512752275327542755275627572758275927602761276227632764276527662767276827692770277127722773277427752776277727782779278027812782278327842785278627872788278927902791279227932794279527962797279827992800280128022803280428052806280728082809281028112812281328142815281628172818281928202821282228232824282528262827282828292830283128322833283428352836283728382839284028412842284328442845284628472848284928502851285228532854285528562857285828592860286128622863286428652866286728682869287028712872287328742875287628772878287928802881288228832884288528862887288828892890289128922893289428952896289728982899290029012902290329042905290629072908290929102911291229132914291529162917291829192920292129222923292429252926292729282929293029312932293329342935293629372938293929402941294229432944294529462947294829492950295129522953295429552956295729582959296029612962296329642965296629672968296929702971297229732974297529762977297829792980298129822983298429852986298729882989299029912992299329942995299629972998299930003001300230033004300530063007300830093010301130123013301430153016301730183019302030213022302330243025302630273028302930303031303230333034303530363037303830393040304130423043304430453046304730483049305030513052305330543055305630573058305930603061306230633064306530663067306830693070307130723073307430753076307730783079308030813082308330843085308630873088308930903091309230933094309530963097309830993100310131023103310431053106310731083109311031113112311331143115311631173118311931203121312231233124312531263127312831293130313131323133313431353136313731383139314031413142314331443145314631473148314931503151315231533154315531563157315831593160316131623163316431653166316731683169317031713172317331743175317631773178317931803181318231833184318531863187318831893190319131923193319431953196319731983199320032013202320332043205320632073208320932103211321232133214321532163217321832193220322132223223322432253226322732283229323032313232323332343235323632373238323932403241324232433244324532463247324832493250325132523253325432553256325732583259326032613262326332643265326632673268326932703271327232733274327532763277327832793280328132823283328432853286328732883289329032913292329332943295329632973298329933003301330233033304330533063307330833093310331133123313331433153316331733183319332033213322332333243325332633273328332933303331333233333334333533363337333833393340334133423343334433453346334733483349335033513352335333543355335633573358335933603361336233633364336533663367336833693370337133723373337433753376337733783379338033813382338333843385338633873388338933903391339233933394339533963397339833993400340134023403340434053406340734083409341034113412341334143415341634173418341934203421342234233424342534263427342834293430343134323433343434353436343734383439344034413442344334443445344634473448344934503451345234533454345534563457345834593460346134623463346434653466346734683469347034713472347334743475347634773478347934803481348234833484348534863487348834893490349134923493349434953496349734983499350035013502350335043505350635073508350935103511351235133514351535163517351835193520352135223523352435253526352735283529353035313532353335343535353635373538353935403541354235433544354535463547354835493550355135523553355435553556355735583559356035613562356335643565356635673568356935703571357235733574357535763577357835793580358135823583358435853586358735883589359035913592359335943595359635973598359936003601360236033604360536063607360836093610361136123613361436153616361736183619362036213622362336243625362636273628362936303631363236333634363536363637363836393640364136423643364436453646364736483649365036513652365336543655365636573658365936603661366236633664366536663667366836693670367136723673367436753676367736783679368036813682368336843685368636873688368936903691369236933694369536963697369836993700370137023703370437053706370737083709371037113712371337143715371637173718371937203721372237233724372537263727372837293730373137323733373437353736373737383739374037413742374337443745374637473748374937503751375237533754375537563757375837593760376137623763376437653766376737683769377037713772377337743775377637773778377937803781378237833784378537863787378837893790379137923793379437953796379737983799380038013802380338043805380638073808380938103811381238133814381538163817381838193820382138223823382438253826382738283829383038313832383338343835383638373838383938403841384238433844384538463847384838493850385138523853385438553856385738583859386038613862386338643865386638673868386938703871387238733874387538763877387838793880388138823883388438853886388738883889389038913892389338943895389638973898389939003901390239033904390539063907390839093910391139123913391439153916391739183919392039213922392339243925392639273928392939303931393239333934393539363937393839393940394139423943394439453946394739483949395039513952395339543955395639573958395939603961396239633964396539663967396839693970397139723973397439753976397739783979398039813982398339843985398639873988398939903991399239933994399539963997399839994000400140024003400440054006400740084009401040114012401340144015401640174018401940204021402240234024402540264027402840294030403140324033403440354036403740384039404040414042404340444045404640474048404940504051405240534054405540564057405840594060406140624063406440654066406740684069407040714072407340744075407640774078407940804081408240834084408540864087408840894090409140924093409440954096409740984099410041014102410341044105410641074108410941104111411241134114411541164117411841194120412141224123412441254126412741284129413041314132413341344135413641374138413941404141414241434144414541464147414841494150415141524153415441554156415741584159416041614162416341644165416641674168416941704171417241734174417541764177417841794180418141824183418441854186418741884189419041914192419341944195419641974198419942004201420242034204420542064207420842094210421142124213421442154216421742184219422042214222422342244225422642274228422942304231423242334234423542364237423842394240424142424243424442454246424742484249425042514252425342544255425642574258425942604261426242634264426542664267426842694270427142724273427442754276427742784279428042814282428342844285428642874288428942904291429242934294429542964297429842994300430143024303430443054306430743084309431043114312431343144315431643174318431943204321432243234324432543264327432843294330433143324333433443354336433743384339434043414342434343444345434643474348434943504351435243534354435543564357435843594360436143624363436443654366436743684369437043714372437343744375437643774378437943804381438243834384438543864387438843894390439143924393439443954396439743984399440044014402440344044405440644074408440944104411441244134414441544164417441844194420442144224423442444254426442744284429443044314432443344344435443644374438443944404441444244434444444544464447444844494450445144524453445444554456445744584459446044614462446344644465446644674468446944704471447244734474447544764477447844794480448144824483448444854486448744884489449044914492449344944495449644974498449945004501450245034504450545064507450845094510451145124513451445154516451745184519452045214522452345244525452645274528452945304531453245334534453545364537453845394540454145424543454445454546454745484549455045514552455345544555455645574558455945604561456245634564456545664567456845694570457145724573457445754576457745784579458045814582458345844585458645874588458945904591459245934594459545964597459845994600460146024603460446054606460746084609461046114612461346144615461646174618461946204621462246234624462546264627462846294630463146324633463446354636463746384639464046414642464346444645464646474648464946504651465246534654465546564657465846594660466146624663466446654666466746684669467046714672467346744675467646774678467946804681468246834684468546864687468846894690469146924693469446954696469746984699470047014702470347044705470647074708470947104711471247134714471547164717471847194720472147224723472447254726472747284729473047314732473347344735473647374738473947404741474247434744474547464747474847494750475147524753475447554756475747584759476047614762476347644765476647674768476947704771477247734774477547764777477847794780478147824783478447854786478747884789479047914792479347944795479647974798479948004801480248034804480548064807480848094810481148124813481448154816481748184819482048214822482348244825482648274828482948304831483248334834483548364837483848394840484148424843484448454846484748484849485048514852485348544855485648574858485948604861486248634864486548664867486848694870487148724873487448754876487748784879488048814882488348844885488648874888488948904891489248934894489548964897489848994900490149024903490449054906490749084909491049114912491349144915491649174918491949204921492249234924492549264927492849294930493149324933493449354936493749384939494049414942494349444945494649474948494949504951495249534954495549564957495849594960496149624963496449654966496749684969497049714972497349744975497649774978497949804981498249834984498549864987498849894990499149924993499449954996499749984999500050015002500350045005500650075008500950105011501250135014501550165017501850195020502150225023502450255026502750285029503050315032503350345035503650375038503950405041504250435044504550465047504850495050505150525053505450555056505750585059506050615062506350645065506650675068506950705071507250735074507550765077507850795080508150825083508450855086508750885089509050915092509350945095509650975098509951005101510251035104510551065107510851095110511151125113511451155116511751185119512051215122512351245125512651275128512951305131513251335134513551365137513851395140514151425143514451455146514751485149515051515152515351545155515651575158515951605161516251635164516551665167516851695170517151725173517451755176517751785179518051815182518351845185518651875188518951905191519251935194519551965197519851995200520152025203520452055206520752085209521052115212521352145215521652175218521952205221522252235224522552265227522852295230523152325233523452355236523752385239524052415242524352445245524652475248524952505251525252535254525552565257525852595260526152625263526452655266526752685269527052715272527352745275527652775278527952805281528252835284528552865287528852895290529152925293529452955296529752985299530053015302530353045305530653075308530953105311531253135314531553165317531853195320532153225323532453255326532753285329533053315332533353345335533653375338533953405341534253435344534553465347534853495350535153525353535453555356535753585359536053615362536353645365536653675368536953705371537253735374537553765377537853795380538153825383538453855386538753885389539053915392539353945395539653975398539954005401540254035404540554065407540854095410541154125413541454155416541754185419542054215422542354245425542654275428542954305431543254335434543554365437543854395440544154425443544454455446544754485449545054515452545354545455545654575458545954605461546254635464546554665467546854695470547154725473547454755476547754785479548054815482548354845485548654875488548954905491549254935494549554965497549854995500550155025503550455055506550755085509551055115512551355145515551655175518551955205521552255235524552555265527552855295530553155325533553455355536553755385539554055415542554355445545554655475548554955505551555255535554555555565557555855595560556155625563556455655566556755685569557055715572557355745575557655775578557955805581558255835584558555865587558855895590559155925593559455955596559755985599560056015602560356045605560656075608560956105611561256135614561556165617561856195620562156225623562456255626562756285629563056315632563356345635563656375638563956405641564256435644564556465647564856495650565156525653565456555656565756585659566056615662566356645665566656675668566956705671567256735674567556765677567856795680568156825683568456855686568756885689569056915692569356945695569656975698569957005701570257035704570557065707570857095710571157125713571457155716571757185719572057215722572357245725572657275728572957305731573257335734573557365737573857395740574157425743574457455746574757485749575057515752575357545755575657575758575957605761576257635764576557665767576857695770577157725773577457755776577757785779578057815782578357845785578657875788578957905791579257935794579557965797579857995800580158025803580458055806580758085809581058115812581358145815581658175818581958205821582258235824582558265827582858295830583158325833583458355836583758385839584058415842584358445845584658475848584958505851585258535854585558565857585858595860586158625863586458655866586758685869587058715872587358745875587658775878587958805881588258835884588558865887588858895890589158925893589458955896589758985899590059015902590359045905590659075908590959105911591259135914591559165917591859195920592159225923592459255926592759285929593059315932593359345935593659375938593959405941594259435944594559465947594859495950595159525953595459555956595759585959596059615962596359645965596659675968596959705971597259735974597559765977597859795980598159825983598459855986598759885989599059915992599359945995599659975998599960006001600260036004600560066007600860096010601160126013601460156016601760186019602060216022602360246025602660276028602960306031603260336034603560366037603860396040604160426043604460456046604760486049605060516052605360546055605660576058605960606061606260636064606560666067606860696070607160726073607460756076607760786079608060816082608360846085608660876088608960906091609260936094609560966097609860996100610161026103610461056106610761086109611061116112611361146115611661176118611961206121612261236124612561266127612861296130613161326133613461356136613761386139614061416142614361446145614661476148614961506151615261536154615561566157615861596160616161626163616461656166
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (http://matplotlib.org/) -->
  5. <svg height="309.883863pt" version="1.1" viewBox="0 0 384.281346 309.883863" width="384.281346pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <defs>
  7. <style type="text/css">
  8. *{stroke-linecap:butt;stroke-linejoin:round;}
  9. </style>
  10. </defs>
  11. <g id="figure_1">
  12. <g id="patch_1">
  13. <path d="M 0 309.883863
  14. L 384.281346 309.883863
  15. L 384.281346 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. <g id="xtick_6"/>
  36. </g>
  37. <g id="matplotlib.axis_2"/>
  38. <g id="line2d_1">
  39. <path clip-path="url(#peb3d55b322)" d="M 18.697188 17.980301
  40. L 372.281346 17.980301
  41. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  42. </g>
  43. <g id="line2d_2">
  44. <path clip-path="url(#peb3d55b322)" d="M 18.697188 26.049111
  45. L 19.032021 29.72794
  46. L 19.366854 30.46322
  47. L 19.701688 31.704665
  48. L 20.036521 31.097454
  49. L 20.371355 27.010372
  50. L 20.706188 28.181087
  51. L 21.041022 30.975339
  52. L 21.710689 32.662245
  53. L 22.045522 33.237497
  54. L 22.380356 33.28896
  55. L 23.050023 31.114922
  56. L 23.71969 29.598852
  57. L 24.054523 28.071895
  58. L 24.389357 27.553666
  59. L 24.72419 28.478034
  60. L 25.059024 28.432838
  61. L 25.393857 27.146274
  62. L 25.728691 27.074446
  63. L 26.063524 26.757446
  64. L 26.398358 26.755488
  65. L 27.068025 27.965837
  66. L 28.072525 27.620717
  67. L 28.407359 27.344213
  68. L 28.742192 27.76547
  69. L 29.077025 28.385684
  70. L 29.411859 28.563805
  71. L 30.416359 26.36901
  72. L 30.751193 26.701519
  73. L 31.086026 26.54392
  74. L 31.755693 27.08549
  75. L 32.42536 27.34108
  76. L 32.760194 26.6405
  77. L 33.095027 26.822303
  78. L 33.429861 26.236398
  79. L 33.764694 24.756516
  80. L 34.434361 25.184274
  81. L 35.104028 27.127788
  82. L 35.773695 28.159859
  83. L 36.108529 28.288555
  84. L 36.443362 28.578531
  85. L 37.113029 28.414979
  86. L 37.447863 27.907481
  87. L 37.782696 28.129546
  88. L 38.11753 28.021999
  89. L 38.452363 27.545677
  90. L 39.12203 25.598873
  91. L 39.456863 26.005482
  92. L 39.791697 27.009902
  93. L 40.12653 26.827316
  94. L 41.131031 26.915672
  95. L 41.465864 26.845645
  96. L 41.800698 26.224178
  97. L 42.135531 25.89629
  98. L 42.470365 26.017858
  99. L 42.805198 26.826219
  100. L 43.474865 27.406015
  101. L 44.479366 28.372211
  102. L 45.149033 27.873486
  103. L 45.483866 26.592092
  104. L 45.8187 25.973837
  105. L 46.153533 25.646184
  106. L 46.8232 27.517087
  107. L 47.158034 28.039623
  108. L 47.492867 27.919466
  109. L 48.162534 28.290748
  110. L 48.497368 28.04918
  111. L 48.832201 26.481178
  112. L 49.167034 26.997213
  113. L 49.501868 27.755052
  114. L 49.836701 28.228868
  115. L 50.171535 28.252993
  116. L 50.841202 28.132757
  117. L 51.176035 27.338103
  118. L 51.510869 27.83346
  119. L 51.845702 27.277946
  120. L 52.180536 27.232358
  121. L 52.515369 27.329095
  122. L 52.850203 27.097005
  123. L 53.185036 27.544345
  124. L 53.51987 27.429984
  125. L 53.854703 26.078485
  126. L 54.52437 25.184118
  127. L 54.859204 25.124744
  128. L 55.528871 25.931695
  129. L 55.863704 26.057179
  130. L 56.198538 25.316495
  131. L 56.533371 25.847491
  132. L 56.868205 25.817804
  133. L 57.537872 23.969617
  134. L 57.872705 23.934369
  135. L 58.207539 23.772853
  136. L 58.542372 23.39272
  137. L 58.877206 23.475044
  138. L 59.212039 24.299463
  139. L 59.546872 24.345913
  140. L 59.881706 23.806927
  141. L 60.216539 24.77696
  142. L 60.551373 24.325704
  143. L 60.886206 24.595549
  144. L 61.22104 24.249254
  145. L 61.555873 25.002706
  146. L 61.890707 24.517454
  147. L 62.22554 24.423694
  148. L 62.895207 24.704662
  149. L 63.230041 25.192656
  150. L 63.564874 24.837431
  151. L 63.899708 24.201159
  152. L 64.234541 25.244431
  153. L 64.569375 26.801546
  154. L 64.904208 26.156501
  155. L 65.239042 26.277834
  156. L 65.908709 25.747307
  157. L 66.243542 25.176363
  158. L 66.578376 25.151454
  159. L 66.913209 24.522311
  160. L 67.248043 23.399613
  161. L 67.582876 22.977494
  162. L 67.91771 23.197914
  163. L 68.252543 22.793655
  164. L 68.587377 23.660529
  165. L 68.92221 24.082568
  166. L 69.257043 24.203196
  167. L 69.591877 23.329664
  168. L 70.261544 22.714464
  169. L 70.596377 22.142422
  170. L 71.600878 22.046469
  171. L 71.935711 22.333312
  172. L 72.605378 23.821574
  173. L 72.940212 25.057694
  174. L 73.275045 24.707795
  175. L 73.944712 23.74489
  176. L 74.614379 24.520901
  177. L 74.949213 25.429603
  178. L 75.284046 25.753417
  179. L 75.61888 26.356085
  180. L 75.953713 26.428462
  181. L 76.288547 26.725801
  182. L 76.62338 26.0412
  183. L 76.958214 24.807431
  184. L 77.627881 26.402143
  185. L 77.962714 26.71037
  186. L 78.297548 26.692432
  187. L 78.632381 25.937648
  188. L 78.967215 26.28081
  189. L 79.302048 25.400934
  190. L 79.971715 26.172324
  191. L 80.306548 26.264596
  192. L 81.311049 27.324004
  193. L 81.645882 26.997605
  194. L 81.980716 27.091052
  195. L 82.315549 27.001834
  196. L 82.650383 26.208982
  197. L 82.985216 25.031688
  198. L 83.32005 24.67709
  199. L 83.654883 24.518159
  200. L 83.989717 23.045876
  201. L 84.32455 23.293633
  202. L 84.659384 23.224938
  203. L 84.994217 23.528308
  204. L 85.329051 23.033657
  205. L 85.663884 23.260186
  206. L 85.998718 23.752801
  207. L 86.333551 23.544679
  208. L 86.668385 23.571703
  209. L 87.003218 24.532572
  210. L 87.338052 24.826856
  211. L 87.672885 24.725028
  212. L 88.007719 25.409394
  213. L 88.342552 25.344458
  214. L 88.677386 25.954098
  215. L 89.012219 25.76924
  216. L 89.347052 26.001644
  217. L 89.681886 25.461404
  218. L 90.016719 24.079984
  219. L 90.686386 23.006711
  220. L 91.02122 23.048226
  221. L 91.356053 23.904447
  222. L 91.690887 23.520789
  223. L 92.02572 24.215259
  224. L 92.360554 24.218
  225. L 92.695387 24.502572
  226. L 93.030221 24.439673
  227. L 93.365054 25.685349
  228. L 93.699888 25.658717
  229. L 94.034721 24.721033
  230. L 94.369555 25.13806
  231. L 95.039222 24.298366
  232. L 95.374055 24.173196
  233. L 96.043722 24.708579
  234. L 96.713389 24.931818
  235. L 97.048223 25.164065
  236. L 97.383056 25.173621
  237. L 98.052723 24.32398
  238. L 98.72239 26.327103
  239. L 99.057224 26.065404
  240. L 99.392057 25.227356
  241. L 99.72689 25.012497
  242. L 100.061724 24.970278
  243. L 100.731391 22.817859
  244. L 101.066224 20.009586
  245. L 102.070725 24.506332
  246. L 102.405558 25.002706
  247. L 102.740392 25.058947
  248. L 103.075225 25.229079
  249. L 103.410059 24.373015
  250. L 103.744892 24.374503
  251. L 104.079726 24.711633
  252. L 104.414559 24.552624
  253. L 105.41906 24.820747
  254. L 105.753893 24.455731
  255. L 106.088727 23.757736
  256. L 106.42356 24.828815
  257. L 106.758394 25.071245
  258. L 107.093227 25.669605
  259. L 107.428061 25.962479
  260. L 107.762894 25.729997
  261. L 108.097728 25.804253
  262. L 108.432561 24.730354
  263. L 108.767395 25.001688
  264. L 109.102228 24.877222
  265. L 109.437061 24.338706
  266. L 109.771895 22.976084
  267. L 110.106728 22.995745
  268. L 110.441562 23.506533
  269. L 111.111229 25.229314
  270. L 111.446062 25.5948
  271. L 111.780896 25.056989
  272. L 112.115729 25.42365
  273. L 113.12023 25.303962
  274. L 113.455063 24.768814
  275. L 113.789897 23.699928
  276. L 114.12473 24.028913
  277. L 114.459564 24.6138
  278. L 115.129231 25.011323
  279. L 115.464064 24.697612
  280. L 115.798898 24.788945
  281. L 116.133731 23.124362
  282. L 116.468565 22.646082
  283. L 116.803398 23.268332
  284. L 117.473065 23.855648
  285. L 117.807899 22.568771
  286. L 118.477566 21.778503
  287. L 118.812399 22.066678
  288. L 119.147233 22.015294
  289. L 119.482066 22.326732
  290. L 119.816899 22.429814
  291. L 120.151733 22.392607
  292. L 120.486566 21.56811
  293. L 120.8214 20.13413
  294. L 121.491067 21.162049
  295. L 122.160734 20.493819
  296. L 122.495567 20.439224
  297. L 122.830401 20.726223
  298. L 123.165234 21.371503
  299. L 123.500068 21.282285
  300. L 123.834901 20.633794
  301. L 124.169735 20.604891
  302. L 125.174235 22.935196
  303. L 126.178736 23.127026
  304. L 126.848403 25.16712
  305. L 127.183236 25.107511
  306. L 127.51807 26.398775
  307. L 127.852903 27.072096
  308. L 128.187737 27.391211
  309. L 128.52257 25.992792
  310. L 128.857404 25.816394
  311. L 129.192237 25.455843
  312. L 129.861904 24.43372
  313. L 130.196737 24.726516
  314. L 130.531571 24.845107
  315. L 130.866404 24.684531
  316. L 131.201238 25.346495
  317. L 131.536071 24.909729
  318. L 131.870905 24.924455
  319. L 132.540572 21.501295
  320. L 132.875405 21.193303
  321. L 133.210239 22.731696
  322. L 133.545072 22.655011
  323. L 134.549573 25.328714
  324. L 135.21924 24.630092
  325. L 135.554073 24.943646
  326. L 136.22374 23.66656
  327. L 136.893407 24.196616
  328. L 137.228241 23.909225
  329. L 137.563074 23.829094
  330. L 137.897908 23.546637
  331. L 138.567575 22.227332
  332. L 138.902408 22.54253
  333. L 139.237242 23.423503
  334. L 139.572075 23.880556
  335. L 139.906908 23.858232
  336. L 140.241742 22.92752
  337. L 140.911409 22.066129
  338. L 141.246242 21.907042
  339. L 141.581076 21.326933
  340. L 141.915909 22.111404
  341. L 142.250743 22.547935
  342. L 142.585576 23.512642
  343. L 142.92041 24.113822
  344. L 143.255243 23.108618
  345. L 143.590077 22.72966
  346. L 144.259744 22.602217
  347. L 144.594577 22.866815
  348. L 144.929411 22.851619
  349. L 145.264244 22.183232
  350. L 145.599078 22.057827
  351. L 145.933911 22.055633
  352. L 146.603578 22.314904
  353. L 146.938412 23.017364
  354. L 147.273245 22.522086
  355. L 147.608079 21.689756
  356. L 147.942912 22.114772
  357. L 148.277746 21.620747
  358. L 148.612579 21.752028
  359. L 148.947413 20.730296
  360. L 149.282246 20.678286
  361. L 149.617079 20.275201
  362. L 149.951913 20.080396
  363. L 150.286746 20.625883
  364. L 150.956413 20.747137
  365. L 151.291247 19.884415
  366. L 151.960914 21.657719
  367. L 152.295747 21.980594
  368. L 152.630581 21.846023
  369. L 153.300248 22.882011
  370. L 153.635081 22.746892
  371. L 153.969915 21.961873
  372. L 154.304748 22.36245
  373. L 154.639582 22.483626
  374. L 154.974415 23.008905
  375. L 155.309249 22.6171
  376. L 155.644082 22.959949
  377. L 155.978916 21.586204
  378. L 156.313749 21.24077
  379. L 156.648583 21.114346
  380. L 156.983416 21.570381
  381. L 157.31825 21.682549
  382. L 157.653083 22.752845
  383. L 157.987917 23.189063
  384. L 158.32275 22.872454
  385. L 158.992417 20.901838
  386. L 159.327251 20.644839
  387. L 159.996917 20.818966
  388. L 160.331751 19.604308
  389. L 160.666584 19.658121
  390. L 161.336251 20.990899
  391. L 161.671085 18.28516
  392. L 162.005918 20.505647
  393. L 163.010419 23.722722
  394. L 163.345252 24.237426
  395. L 163.680086 25.054169
  396. L 164.014919 25.09866
  397. L 164.684586 24.079749
  398. L 165.01942 24.157138
  399. L 165.354253 23.701103
  400. L 166.02392 23.539666
  401. L 166.358754 23.850164
  402. L 166.693587 23.380422
  403. L 167.028421 22.239238
  404. L 167.363254 21.545081
  405. L 167.698088 21.487665
  406. L 168.032921 21.885658
  407. L 168.367755 21.17983
  408. L 168.702588 21.698529
  409. L 169.372255 21.715996
  410. L 169.707088 21.508658
  411. L 170.041922 20.946408
  412. L 170.376755 21.14419
  413. L 170.711589 20.155514
  414. L 171.046422 20.527423
  415. L 171.381256 19.487597
  416. L 171.716089 20.060892
  417. L 172.050923 20.173765
  418. L 172.385756 20.708051
  419. L 172.72059 21.76691
  420. L 173.055423 21.895528
  421. L 173.390257 21.856676
  422. L 173.72509 20.782229
  423. L 174.059924 20.526483
  424. L 174.394757 20.950089
  425. L 175.064424 23.263789
  426. L 175.399258 22.945458
  427. L 175.734091 23.221961
  428. L 176.068925 23.050576
  429. L 176.403758 22.498352
  430. L 176.738592 21.729704
  431. L 177.073425 21.244217
  432. L 177.408259 21.681061
  433. L 177.743092 22.761696
  434. L 178.077926 22.581617
  435. L 178.747593 21.74255
  436. L 179.082426 21.415445
  437. L 179.752093 19.941674
  438. L 180.086926 19.815798
  439. L 180.756593 17.989779
  440. L 181.091427 18.397014
  441. L 181.761094 20.605674
  442. L 182.095927 20.0305
  443. L 182.765594 21.186331
  444. L 183.100428 20.359719
  445. L 183.435261 20.735544
  446. L 183.770095 20.549277
  447. L 184.104928 20.032301
  448. L 184.439762 19.911674
  449. L 185.109429 20.626118
  450. L 185.444262 20.520921
  451. L 185.779096 21.214452
  452. L 186.113929 21.134947
  453. L 186.448763 21.519937
  454. L 186.783596 22.18754
  455. L 187.11843 21.895136
  456. L 187.453263 21.812028
  457. L 187.788097 22.146496
  458. L 188.12293 22.009889
  459. L 188.457764 22.360492
  460. L 188.792597 22.053127
  461. L 189.127431 21.036174
  462. L 190.131931 21.914327
  463. L 190.801598 23.35755
  464. L 191.471265 23.277183
  465. L 191.806098 24.022411
  466. L 192.810599 23.327079
  467. L 193.145432 23.464
  468. L 193.480266 23.868964
  469. L 193.815099 24.60816
  470. L 194.149933 24.692208
  471. L 195.154433 22.368403
  472. L 195.489267 22.550285
  473. L 195.8241 22.925327
  474. L 196.493767 23.1723
  475. L 196.828601 22.23117
  476. L 197.163434 22.169368
  477. L 197.498268 22.802741
  478. L 198.167935 23.559092
  479. L 199.172435 22.743916
  480. L 199.507269 22.344356
  481. L 200.176935 22.169525
  482. L 200.511769 23.322145
  483. L 200.846602 23.45225
  484. L 201.181436 23.755699
  485. L 201.516269 23.487655
  486. L 201.851103 23.963194
  487. L 202.185936 23.676194
  488. L 202.855603 24.58192
  489. L 203.190437 25.175815
  490. L 203.52527 21.659677
  491. L 204.194937 26.029607
  492. L 204.529771 26.91904
  493. L 205.199438 26.310497
  494. L 205.869105 24.366357
  495. L 206.203938 24.051863
  496. L 206.538772 23.374156
  497. L 206.873605 21.861533
  498. L 207.543272 20.865023
  499. L 207.878106 20.858835
  500. L 208.212939 21.318787
  501. L 208.547773 21.278604
  502. L 208.882606 20.86283
  503. L 209.21744 21.53294
  504. L 209.552273 20.830637
  505. L 209.887106 20.55335
  506. L 210.22194 21.602497
  507. L 210.556773 20.786302
  508. L 210.891607 19.18031
  509. L 211.22644 18.557042
  510. L 211.561274 19.664309
  511. L 211.896107 19.689374
  512. L 212.230941 20.389171
  513. L 212.565774 20.596431
  514. L 213.235441 22.360805
  515. L 213.570275 22.248637
  516. L 213.905108 21.818686
  517. L 214.239942 21.737615
  518. L 214.574775 22.329787
  519. L 215.579276 22.667857
  520. L 216.248943 23.952776
  521. L 216.583776 25.068268
  522. L 217.253443 24.289985
  523. L 217.588277 24.170846
  524. L 218.592777 23.059662
  525. L 218.927611 23.199715
  526. L 219.262444 23.69703
  527. L 219.597278 23.7969
  528. L 219.932111 23.6628
  529. L 220.266944 23.155459
  530. L 220.601778 22.874491
  531. L 221.271445 19.621228
  532. L 222.275945 20.315385
  533. L 222.945612 20.001439
  534. L 223.280446 19.572742
  535. L 223.615279 18.356439
  536. L 223.950113 18.439077
  537. L 224.284946 18.391218
  538. L 224.954613 19.316995
  539. L 225.289447 18.043513
  540. L 225.62428 17.333612
  541. L 226.293947 18.407354
  542. L 227.633281 22.319917
  543. L 227.968115 22.640755
  544. L 228.302948 22.559293
  545. L 228.637782 21.789234
  546. L 229.307449 21.714586
  547. L 229.642282 20.809018
  548. L 229.977115 20.395594
  549. L 230.646782 22.069811
  550. L 230.981616 21.35286
  551. L 231.316449 21.500433
  552. L 231.651283 21.48696
  553. L 231.986116 21.697275
  554. L 232.32095 21.448814
  555. L 232.655783 21.655996
  556. L 232.990617 22.040124
  557. L 233.32545 22.066051
  558. L 233.660284 21.456177
  559. L 233.995117 21.124451
  560. L 234.329951 21.030142
  561. L 234.664784 21.506621
  562. L 235.334451 20.955807
  563. L 235.669285 21.547509
  564. L 236.004118 21.799887
  565. L 236.338952 21.615421
  566. L 236.673785 21.618632
  567. L 237.008619 21.098759
  568. L 237.343452 21.095077
  569. L 237.678286 20.736406
  570. L 238.013119 20.803065
  571. L 238.682786 18.344063
  572. L 239.01762 18.500566
  573. L 239.352453 18.360591
  574. L 239.687287 18.016567
  575. L 240.02212 19.08514
  576. L 240.356953 19.448276
  577. L 240.691787 17.608548
  578. L 241.02662 17.540323
  579. L 241.361454 16.909535
  580. L 241.696287 17.071599
  581. L 242.365954 18.55571
  582. L 243.035621 21.265993
  583. L 243.370455 22.050699
  584. L 243.705288 23.423033
  585. L 244.040122 23.868885
  586. L 244.374955 24.779859
  587. L 244.709789 24.400665
  588. L 245.379456 24.584191
  589. L 245.714289 24.61333
  590. L 246.049123 23.567551
  591. L 246.383956 23.423033
  592. L 247.053623 23.41191
  593. L 247.388457 22.799373
  594. L 247.72329 23.20136
  595. L 248.058124 22.282867
  596. L 248.392957 22.975066
  597. L 248.727791 22.390962
  598. L 249.062624 21.348317
  599. L 249.732291 20.4028
  600. L 250.067124 19.963841
  601. L 250.401958 19.936974
  602. L 250.736791 20.985103
  603. L 251.071625 21.528162
  604. L 251.406458 21.517822
  605. L 251.741292 21.827381
  606. L 252.410959 21.478501
  607. L 252.745792 21.483044
  608. L 253.080626 20.877008
  609. L 253.415459 20.652515
  610. L 253.750293 21.349962
  611. L 254.085126 21.31017
  612. L 254.41996 20.473845
  613. L 254.754793 20.813326
  614. L 255.089627 21.614716
  615. L 255.42446 22.007696
  616. L 256.428961 23.973925
  617. L 256.763794 23.420762
  618. L 257.098628 23.256191
  619. L 257.433461 23.531285
  620. L 257.768295 23.302406
  621. L 258.103128 22.870418
  622. L 258.437962 23.531363
  623. L 258.772795 24.676855
  624. L 259.107629 25.054639
  625. L 259.442462 24.993385
  626. L 260.446962 24.439046
  627. L 260.781796 24.409751
  628. L 261.116629 25.119026
  629. L 261.451463 24.496462
  630. L 261.786296 23.582747
  631. L 262.455963 24.239149
  632. L 262.790797 22.738354
  633. L 263.12563 22.577622
  634. L 263.460464 21.636492
  635. L 263.795297 21.062101
  636. L 264.464964 22.636526
  637. L 264.799798 22.252319
  638. L 265.134631 22.163415
  639. L 265.469465 21.849705
  640. L 265.804298 22.619606
  641. L 266.139132 22.738902
  642. L 266.473965 23.000132
  643. L 266.808799 23.006006
  644. L 267.143632 22.333547
  645. L 267.478466 22.138193
  646. L 268.148133 22.7259
  647. L 268.482966 21.97511
  648. L 269.152633 21.842107
  649. L 269.487467 21.529493
  650. L 269.8223 20.82484
  651. L 270.157133 20.861655
  652. L 270.8268 20.359562
  653. L 271.161634 19.804989
  654. L 271.496467 20.458101
  655. L 271.831301 20.154809
  656. L 272.500968 20.611549
  657. L 272.835801 20.380398
  658. L 273.170635 20.41314
  659. L 273.505468 19.688043
  660. L 273.840302 20.288282
  661. L 274.175135 20.214496
  662. L 274.509969 19.118117
  663. L 274.844802 18.933885
  664. L 275.514469 19.54423
  665. L 276.184136 18.540671
  666. L 276.51897 19.678721
  667. L 277.188637 20.543089
  668. L 278.193137 23.442302
  669. L 278.527971 23.101725
  670. L 279.197638 23.167757
  671. L 279.532471 22.842063
  672. L 279.867305 23.699458
  673. L 280.202138 24.064944
  674. L 280.536971 24.068156
  675. L 280.871805 23.876953
  676. L 281.206638 24.428629
  677. L 281.876305 23.4846
  678. L 282.211139 24.112647
  679. L 282.545972 22.37843
  680. L 282.880806 19.999951
  681. L 283.550473 23.149271
  682. L 283.885306 23.518282
  683. L 284.22014 23.688101
  684. L 284.554973 23.180838
  685. L 285.22464 21.604298
  686. L 285.894307 21.811088
  687. L 286.229141 22.096678
  688. L 286.563974 21.347455
  689. L 286.898808 21.279309
  690. L 287.233641 20.674839
  691. L 287.568475 20.788339
  692. L 287.903308 20.584682
  693. L 288.572975 19.576266
  694. L 288.907809 19.77914
  695. L 289.577476 20.597841
  696. L 290.247142 19.858958
  697. L 290.581976 20.063711
  698. L 290.916809 20.948288
  699. L 291.251643 21.174034
  700. L 291.586476 20.94069
  701. L 291.92131 21.516256
  702. L 292.590977 20.785597
  703. L 292.92581 21.004998
  704. L 293.260644 20.756224
  705. L 293.595477 20.202982
  706. L 293.930311 20.255227
  707. L 294.599978 21.197767
  708. L 295.269645 19.597964
  709. L 295.939312 19.679191
  710. L 296.274145 20.411573
  711. L 296.608979 20.645387
  712. L 297.948313 19.685223
  713. L 298.283146 19.392662
  714. L 298.61798 19.538511
  715. L 299.287647 20.162955
  716. L 299.957314 21.586831
  717. L 300.292147 21.718738
  718. L 300.62698 21.724377
  719. L 300.961814 21.481634
  720. L 301.296647 21.903361
  721. L 301.631481 21.505055
  722. L 301.966314 21.926311
  723. L 302.301148 21.188603
  724. L 302.635981 21.087871
  725. L 303.305648 20.529068
  726. L 303.640482 20.976878
  727. L 303.975315 20.506117
  728. L 304.310149 20.678286
  729. L 304.644982 19.977314
  730. L 304.979816 18.1979
  731. L 305.314649 18.173853
  732. L 305.649483 20.314915
  733. L 305.984316 21.091318
  734. L 306.31915 21.484689
  735. L 306.653983 21.374949
  736. L 306.988817 20.817321
  737. L 307.32365 21.105417
  738. L 307.658484 19.476944
  739. L 308.662984 21.59529
  740. L 308.997818 21.629364
  741. L 309.332651 21.535603
  742. L 309.667485 21.091553
  743. L 310.002318 21.342912
  744. L 310.337151 20.844736
  745. L 310.671985 21.228786
  746. L 311.006818 19.977549
  747. L 311.341652 18.056829
  748. L 311.676485 18.364899
  749. L 312.011319 18.435474
  750. L 312.346152 19.537493
  751. L 312.680986 20.197263
  752. L 313.350653 21.904535
  753. L 313.685486 22.262893
  754. L 314.355153 23.657865
  755. L 314.689987 23.104232
  756. L 315.359654 22.789347
  757. L 315.694487 22.534384
  758. L 316.364154 22.861488
  759. L 316.698988 22.474227
  760. L 317.033821 20.900742
  761. L 317.368655 20.153634
  762. L 317.703488 20.399902
  763. L 318.373155 21.199099
  764. L 318.707989 20.738599
  765. L 319.042822 19.73927
  766. L 319.377656 20.504864
  767. L 319.712489 20.175644
  768. L 320.047323 20.126688
  769. L 320.382156 19.444751
  770. L 320.716989 19.566867
  771. L 321.051823 19.098064
  772. L 321.386656 17.612465
  773. L 321.72149 17.235621
  774. L 322.056323 18.037951
  775. L 322.391157 18.536676
  776. L 322.72599 19.420704
  777. L 323.395657 20.45207
  778. L 323.730491 19.36133
  779. L 324.065324 19.199971
  780. L 324.734991 17.482594
  781. L 325.069825 18.256569
  782. L 325.404658 18.582577
  783. L 325.739492 19.232713
  784. L 326.074325 18.591193
  785. L 326.409159 19.259501
  786. L 326.743992 18.595345
  787. L 327.078826 17.511968
  788. L 327.748493 17.080215
  789. L 328.083326 16.347285
  790. L 328.41816 16.684572
  791. L 328.752993 17.431602
  792. L 329.087827 16.602483
  793. L 329.42266 16.752014
  794. L 329.757494 17.416249
  795. L 330.092327 17.768106
  796. L 330.42716 17.233976
  797. L 330.761994 19.157203
  798. L 331.096827 19.974416
  799. L 331.766494 20.83048
  800. L 332.101328 20.901995
  801. L 332.436161 19.871412
  802. L 332.770995 21.047296
  803. L 333.105828 21.240222
  804. L 333.440662 20.991996
  805. L 333.775495 21.66704
  806. L 334.110329 21.842968
  807. L 334.445162 21.375341
  808. L 334.779996 21.194399
  809. L 335.114829 21.6961
  810. L 335.449663 20.150109
  811. L 335.784496 19.240781
  812. L 336.11933 18.910151
  813. L 336.454163 19.124775
  814. L 336.788997 18.714327
  815. L 337.12383 19.524647
  816. L 337.458664 19.755171
  817. L 338.463164 19.322948
  818. L 338.797998 17.779934
  819. L 339.802498 21.784065
  820. L 340.137332 21.981533
  821. L 340.806998 20.941551
  822. L 341.476665 19.555431
  823. L 341.811499 19.170832
  824. L 342.146332 19.214775
  825. L 342.481166 19.975747
  826. L 342.815999 20.079221
  827. L 344.155333 16.659899
  828. L 344.490167 16.20684
  829. L 344.825 16.44786
  830. L 345.159834 17.168963
  831. L 345.494667 18.401949
  832. L 345.829501 17.779464
  833. L 346.164334 17.984061
  834. L 346.499168 17.645677
  835. L 346.834001 17.597504
  836. L 347.168835 17.22301
  837. L 347.503668 17.556224
  838. L 347.838502 18.972345
  839. L 348.173335 19.529739
  840. L 348.508169 19.435665
  841. L 348.843002 18.236282
  842. L 349.177836 18.65088
  843. L 349.512669 18.882893
  844. L 349.847503 19.254488
  845. L 350.182336 19.827861
  846. L 350.517169 21.140979
  847. L 350.852003 20.860715
  848. L 351.186836 19.99016
  849. L 351.52167 20.704761
  850. L 351.856503 19.970029
  851. L 352.52617 20.214966
  852. L 353.195837 19.482584
  853. L 353.865504 19.5747
  854. L 354.535171 20.644134
  855. L 354.870005 21.409414
  856. L 355.204838 21.187663
  857. L 355.539672 20.650949
  858. L 355.874505 20.567293
  859. L 356.544172 18.531663
  860. L 357.213839 15.289209
  861. L 357.548673 15.505085
  862. L 357.883506 14.668133
  863. L 358.21834 16.145116
  864. L 358.553173 16.63593
  865. L 358.888007 17.862336
  866. L 359.22284 17.674424
  867. L 360.227341 17.634397
  868. L 360.562174 17.884112
  869. L 360.897007 17.709594
  870. L 361.231841 17.965261
  871. L 361.566674 18.893702
  872. L 362.236341 19.420547
  873. L 362.906008 19.691881
  874. L 363.240842 17.632439
  875. L 363.575675 17.441785
  876. L 363.910509 13.93536
  877. L 364.245342 13.997632
  878. L 364.915009 18.735946
  879. L 365.249843 20.242068
  880. L 365.584676 20.842621
  881. L 365.91951 21.67738
  882. L 366.254343 20.984006
  883. L 366.589177 19.360155
  884. L 366.92401 19.116707
  885. L 367.258844 19.321382
  886. L 367.593677 19.805772
  887. L 368.263344 21.167689
  888. L 368.598178 22.790443
  889. L 368.933011 23.28674
  890. L 369.267845 23.425226
  891. L 369.602678 23.242405
  892. L 370.272345 20.551
  893. L 370.607178 18.890099
  894. L 370.942012 18.531349
  895. L 371.276845 17.950379
  896. L 371.611679 19.211955
  897. L 371.946512 18.898089
  898. L 372.281346 17.375674
  899. L 372.281346 17.375674
  900. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  901. </g>
  902. <g id="text_1">
  903. <g id="patch_3">
  904. <path d="M 18.697188 25.935276
  905. L 29.974688 25.935276
  906. Q 32.374688 25.935276 32.374688 23.535276
  907. L 32.374688 15.792776
  908. Q 32.374688 13.392776 29.974688 13.392776
  909. L 18.697188 13.392776
  910. Q 16.297188 13.392776 16.297188 15.792776
  911. L 16.297188 23.535276
  912. Q 16.297188 25.935276 18.697188 25.935276
  913. z
  914. " style="fill:#ffffff;opacity:0.8;"/>
  915. </g>
  916. <!-- GS -->
  917. <defs>
  918. <path d="M 59.515625 10.40625
  919. L 59.515625 29.984375
  920. L 43.40625 29.984375
  921. L 43.40625 38.09375
  922. L 69.28125 38.09375
  923. L 69.28125 6.78125
  924. Q 63.578125 2.734375 56.6875 0.65625
  925. Q 49.8125 -1.421875 42 -1.421875
  926. Q 24.90625 -1.421875 15.25 8.5625
  927. Q 5.609375 18.5625 5.609375 36.375
  928. Q 5.609375 54.25 15.25 64.234375
  929. Q 24.90625 74.21875 42 74.21875
  930. Q 49.125 74.21875 55.546875 72.453125
  931. Q 61.96875 70.703125 67.390625 67.28125
  932. L 67.390625 56.78125
  933. Q 61.921875 61.421875 55.765625 63.765625
  934. Q 49.609375 66.109375 42.828125 66.109375
  935. Q 29.4375 66.109375 22.71875 58.640625
  936. Q 16.015625 51.171875 16.015625 36.375
  937. Q 16.015625 21.625 22.71875 14.15625
  938. Q 29.4375 6.6875 42.828125 6.6875
  939. Q 48.046875 6.6875 52.140625 7.59375
  940. Q 56.25 8.5 59.515625 10.40625
  941. z
  942. " id="DejaVuSans-47"/>
  943. <path d="M 53.515625 70.515625
  944. L 53.515625 60.890625
  945. Q 47.90625 63.578125 42.921875 64.890625
  946. Q 37.9375 66.21875 33.296875 66.21875
  947. Q 25.25 66.21875 20.875 63.09375
  948. Q 16.5 59.96875 16.5 54.203125
  949. Q 16.5 49.359375 19.40625 46.890625
  950. Q 22.3125 44.4375 30.421875 42.921875
  951. L 36.375 41.703125
  952. Q 47.40625 39.59375 52.65625 34.296875
  953. Q 57.90625 29 57.90625 20.125
  954. Q 57.90625 9.515625 50.796875 4.046875
  955. Q 43.703125 -1.421875 29.984375 -1.421875
  956. Q 24.8125 -1.421875 18.96875 -0.25
  957. Q 13.140625 0.921875 6.890625 3.21875
  958. L 6.890625 13.375
  959. Q 12.890625 10.015625 18.65625 8.296875
  960. Q 24.421875 6.59375 29.984375 6.59375
  961. Q 38.421875 6.59375 43.015625 9.90625
  962. Q 47.609375 13.234375 47.609375 19.390625
  963. Q 47.609375 24.75 44.3125 27.78125
  964. Q 41.015625 30.8125 33.5 32.328125
  965. L 27.484375 33.5
  966. Q 16.453125 35.6875 11.515625 40.375
  967. Q 6.59375 45.0625 6.59375 53.421875
  968. Q 6.59375 63.09375 13.40625 68.65625
  969. Q 20.21875 74.21875 32.171875 74.21875
  970. Q 37.3125 74.21875 42.625 73.28125
  971. Q 47.953125 72.359375 53.515625 70.515625
  972. z
  973. " id="DejaVuSans-53"/>
  974. </defs>
  975. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  976. <use xlink:href="#DejaVuSans-47"/>
  977. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  978. </g>
  979. </g>
  980. <g id="text_2">
  981. <g id="patch_4">
  982. <path d="M 280.129663 22.799651
  983. L 365.209663 22.799651
  984. Q 366.409663 22.799651 366.409663 21.599651
  985. L 366.409663 17.728401
  986. Q 366.409663 16.528401 365.209663 16.528401
  987. L 280.129663 16.528401
  988. Q 278.929663 16.528401 278.929663 17.728401
  989. L 278.929663 21.599651
  990. Q 278.929663 22.799651 280.129663 22.799651
  991. z
  992. " style="fill:#ffffff;opacity:0.8;"/>
  993. </g>
  994. <!-- max: 651.655 $\bullet$ mean: 644.948 $\bullet$ $\sigma$: 2.244 -->
  995. <defs>
  996. <path d="M 52 44.1875
  997. Q 55.375 50.25 60.0625 53.125
  998. Q 64.75 56 71.09375 56
  999. Q 79.640625 56 84.28125 50.015625
  1000. Q 88.921875 44.046875 88.921875 33.015625
  1001. L 88.921875 0
  1002. L 79.890625 0
  1003. L 79.890625 32.71875
  1004. Q 79.890625 40.578125 77.09375 44.375
  1005. Q 74.3125 48.1875 68.609375 48.1875
  1006. Q 61.625 48.1875 57.5625 43.546875
  1007. Q 53.515625 38.921875 53.515625 30.90625
  1008. L 53.515625 0
  1009. L 44.484375 0
  1010. L 44.484375 32.71875
  1011. Q 44.484375 40.625 41.703125 44.40625
  1012. Q 38.921875 48.1875 33.109375 48.1875
  1013. Q 26.21875 48.1875 22.15625 43.53125
  1014. Q 18.109375 38.875 18.109375 30.90625
  1015. L 18.109375 0
  1016. L 9.078125 0
  1017. L 9.078125 54.6875
  1018. L 18.109375 54.6875
  1019. L 18.109375 46.1875
  1020. Q 21.1875 51.21875 25.484375 53.609375
  1021. Q 29.78125 56 35.6875 56
  1022. Q 41.65625 56 45.828125 52.96875
  1023. Q 50 49.953125 52 44.1875
  1024. z
  1025. " id="DejaVuSans-6d"/>
  1026. <path d="M 34.28125 27.484375
  1027. Q 23.390625 27.484375 19.1875 25
  1028. Q 14.984375 22.515625 14.984375 16.5
  1029. Q 14.984375 11.71875 18.140625 8.90625
  1030. Q 21.296875 6.109375 26.703125 6.109375
  1031. Q 34.1875 6.109375 38.703125 11.40625
  1032. Q 43.21875 16.703125 43.21875 25.484375
  1033. L 43.21875 27.484375
  1034. z
  1035. M 52.203125 31.203125
  1036. L 52.203125 0
  1037. L 43.21875 0
  1038. L 43.21875 8.296875
  1039. Q 40.140625 3.328125 35.546875 0.953125
  1040. Q 30.953125 -1.421875 24.3125 -1.421875
  1041. Q 15.921875 -1.421875 10.953125 3.296875
  1042. Q 6 8.015625 6 15.921875
  1043. Q 6 25.140625 12.171875 29.828125
  1044. Q 18.359375 34.515625 30.609375 34.515625
  1045. L 43.21875 34.515625
  1046. L 43.21875 35.40625
  1047. Q 43.21875 41.609375 39.140625 45
  1048. Q 35.0625 48.390625 27.6875 48.390625
  1049. Q 23 48.390625 18.546875 47.265625
  1050. Q 14.109375 46.140625 10.015625 43.890625
  1051. L 10.015625 52.203125
  1052. Q 14.9375 54.109375 19.578125 55.046875
  1053. Q 24.21875 56 28.609375 56
  1054. Q 40.484375 56 46.34375 49.84375
  1055. Q 52.203125 43.703125 52.203125 31.203125
  1056. z
  1057. " id="DejaVuSans-61"/>
  1058. <path d="M 54.890625 54.6875
  1059. L 35.109375 28.078125
  1060. L 55.90625 0
  1061. L 45.3125 0
  1062. L 29.390625 21.484375
  1063. L 13.484375 0
  1064. L 2.875 0
  1065. L 24.125 28.609375
  1066. L 4.6875 54.6875
  1067. L 15.28125 54.6875
  1068. L 29.78125 35.203125
  1069. L 44.28125 54.6875
  1070. z
  1071. " id="DejaVuSans-78"/>
  1072. <path d="M 11.71875 12.40625
  1073. L 22.015625 12.40625
  1074. L 22.015625 0
  1075. L 11.71875 0
  1076. z
  1077. M 11.71875 51.703125
  1078. L 22.015625 51.703125
  1079. L 22.015625 39.3125
  1080. L 11.71875 39.3125
  1081. z
  1082. " id="DejaVuSans-3a"/>
  1083. <path id="DejaVuSans-20"/>
  1084. <path d="M 33.015625 40.375
  1085. Q 26.375 40.375 22.484375 35.828125
  1086. Q 18.609375 31.296875 18.609375 23.390625
  1087. Q 18.609375 15.53125 22.484375 10.953125
  1088. Q 26.375 6.390625 33.015625 6.390625
  1089. Q 39.65625 6.390625 43.53125 10.953125
  1090. Q 47.40625 15.53125 47.40625 23.390625
  1091. Q 47.40625 31.296875 43.53125 35.828125
  1092. Q 39.65625 40.375 33.015625 40.375
  1093. z
  1094. M 52.59375 71.296875
  1095. L 52.59375 62.3125
  1096. Q 48.875 64.0625 45.09375 64.984375
  1097. Q 41.3125 65.921875 37.59375 65.921875
  1098. Q 27.828125 65.921875 22.671875 59.328125
  1099. Q 17.53125 52.734375 16.796875 39.40625
  1100. Q 19.671875 43.65625 24.015625 45.921875
  1101. Q 28.375 48.1875 33.59375 48.1875
  1102. Q 44.578125 48.1875 50.953125 41.515625
  1103. Q 57.328125 34.859375 57.328125 23.390625
  1104. Q 57.328125 12.15625 50.6875 5.359375
  1105. Q 44.046875 -1.421875 33.015625 -1.421875
  1106. Q 20.359375 -1.421875 13.671875 8.265625
  1107. Q 6.984375 17.96875 6.984375 36.375
  1108. Q 6.984375 53.65625 15.1875 63.9375
  1109. Q 23.390625 74.21875 37.203125 74.21875
  1110. Q 40.921875 74.21875 44.703125 73.484375
  1111. Q 48.484375 72.75 52.59375 71.296875
  1112. z
  1113. " id="DejaVuSans-36"/>
  1114. <path d="M 10.796875 72.90625
  1115. L 49.515625 72.90625
  1116. L 49.515625 64.59375
  1117. L 19.828125 64.59375
  1118. L 19.828125 46.734375
  1119. Q 21.96875 47.46875 24.109375 47.828125
  1120. Q 26.265625 48.1875 28.421875 48.1875
  1121. Q 40.625 48.1875 47.75 41.5
  1122. Q 54.890625 34.8125 54.890625 23.390625
  1123. Q 54.890625 11.625 47.5625 5.09375
  1124. Q 40.234375 -1.421875 26.90625 -1.421875
  1125. Q 22.3125 -1.421875 17.546875 -0.640625
  1126. Q 12.796875 0.140625 7.71875 1.703125
  1127. L 7.71875 11.625
  1128. Q 12.109375 9.234375 16.796875 8.0625
  1129. Q 21.484375 6.890625 26.703125 6.890625
  1130. Q 35.15625 6.890625 40.078125 11.328125
  1131. Q 45.015625 15.765625 45.015625 23.390625
  1132. Q 45.015625 31 40.078125 35.4375
  1133. Q 35.15625 39.890625 26.703125 39.890625
  1134. Q 22.75 39.890625 18.8125 39.015625
  1135. Q 14.890625 38.140625 10.796875 36.28125
  1136. z
  1137. " id="DejaVuSans-35"/>
  1138. <path d="M 12.40625 8.296875
  1139. L 28.515625 8.296875
  1140. L 28.515625 63.921875
  1141. L 10.984375 60.40625
  1142. L 10.984375 69.390625
  1143. L 28.421875 72.90625
  1144. L 38.28125 72.90625
  1145. L 38.28125 8.296875
  1146. L 54.390625 8.296875
  1147. L 54.390625 0
  1148. L 12.40625 0
  1149. z
  1150. " id="DejaVuSans-31"/>
  1151. <path d="M 10.6875 12.40625
  1152. L 21 12.40625
  1153. L 21 0
  1154. L 10.6875 0
  1155. z
  1156. " id="DejaVuSans-2e"/>
  1157. <path d="M 16.796875 31.34375
  1158. Q 16.796875 37.40625 21.015625 41.578125
  1159. Q 25.25 45.75 31.390625 45.75
  1160. Q 37.453125 45.75 41.625 41.578125
  1161. Q 45.796875 37.40625 45.796875 31.34375
  1162. Q 45.796875 25.25 41.59375 21.046875
  1163. Q 37.40625 16.84375 31.296875 16.84375
  1164. Q 25.203125 16.84375 21 21.046875
  1165. Q 16.796875 25.25 16.796875 31.34375
  1166. z
  1167. " id="DejaVuSans-2219"/>
  1168. <path d="M 56.203125 29.59375
  1169. L 56.203125 25.203125
  1170. L 14.890625 25.203125
  1171. Q 15.484375 15.921875 20.484375 11.0625
  1172. Q 25.484375 6.203125 34.421875 6.203125
  1173. Q 39.59375 6.203125 44.453125 7.46875
  1174. Q 49.3125 8.734375 54.109375 11.28125
  1175. L 54.109375 2.78125
  1176. Q 49.265625 0.734375 44.1875 -0.34375
  1177. Q 39.109375 -1.421875 33.890625 -1.421875
  1178. Q 20.796875 -1.421875 13.15625 6.1875
  1179. Q 5.515625 13.8125 5.515625 26.8125
  1180. Q 5.515625 40.234375 12.765625 48.109375
  1181. Q 20.015625 56 32.328125 56
  1182. Q 43.359375 56 49.78125 48.890625
  1183. Q 56.203125 41.796875 56.203125 29.59375
  1184. z
  1185. M 47.21875 32.234375
  1186. Q 47.125 39.59375 43.09375 43.984375
  1187. Q 39.0625 48.390625 32.421875 48.390625
  1188. Q 24.90625 48.390625 20.390625 44.140625
  1189. Q 15.875 39.890625 15.1875 32.171875
  1190. z
  1191. " id="DejaVuSans-65"/>
  1192. <path d="M 54.890625 33.015625
  1193. L 54.890625 0
  1194. L 45.90625 0
  1195. L 45.90625 32.71875
  1196. Q 45.90625 40.484375 42.875 44.328125
  1197. Q 39.84375 48.1875 33.796875 48.1875
  1198. Q 26.515625 48.1875 22.3125 43.546875
  1199. Q 18.109375 38.921875 18.109375 30.90625
  1200. L 18.109375 0
  1201. L 9.078125 0
  1202. L 9.078125 54.6875
  1203. L 18.109375 54.6875
  1204. L 18.109375 46.1875
  1205. Q 21.34375 51.125 25.703125 53.5625
  1206. Q 30.078125 56 35.796875 56
  1207. Q 45.21875 56 50.046875 50.171875
  1208. Q 54.890625 44.34375 54.890625 33.015625
  1209. z
  1210. " id="DejaVuSans-6e"/>
  1211. <path d="M 37.796875 64.3125
  1212. L 12.890625 25.390625
  1213. L 37.796875 25.390625
  1214. z
  1215. M 35.203125 72.90625
  1216. L 47.609375 72.90625
  1217. L 47.609375 25.390625
  1218. L 58.015625 25.390625
  1219. L 58.015625 17.1875
  1220. L 47.609375 17.1875
  1221. L 47.609375 0
  1222. L 37.796875 0
  1223. L 37.796875 17.1875
  1224. L 4.890625 17.1875
  1225. L 4.890625 26.703125
  1226. z
  1227. " id="DejaVuSans-34"/>
  1228. <path d="M 10.984375 1.515625
  1229. L 10.984375 10.5
  1230. Q 14.703125 8.734375 18.5 7.8125
  1231. Q 22.3125 6.890625 25.984375 6.890625
  1232. Q 35.75 6.890625 40.890625 13.453125
  1233. Q 46.046875 20.015625 46.78125 33.40625
  1234. Q 43.953125 29.203125 39.59375 26.953125
  1235. Q 35.25 24.703125 29.984375 24.703125
  1236. Q 19.046875 24.703125 12.671875 31.3125
  1237. Q 6.296875 37.9375 6.296875 49.421875
  1238. Q 6.296875 60.640625 12.9375 67.421875
  1239. Q 19.578125 74.21875 30.609375 74.21875
  1240. Q 43.265625 74.21875 49.921875 64.515625
  1241. Q 56.59375 54.828125 56.59375 36.375
  1242. Q 56.59375 19.140625 48.40625 8.859375
  1243. Q 40.234375 -1.421875 26.421875 -1.421875
  1244. Q 22.703125 -1.421875 18.890625 -0.6875
  1245. Q 15.09375 0.046875 10.984375 1.515625
  1246. z
  1247. M 30.609375 32.421875
  1248. Q 37.25 32.421875 41.125 36.953125
  1249. Q 45.015625 41.5 45.015625 49.421875
  1250. Q 45.015625 57.28125 41.125 61.84375
  1251. Q 37.25 66.40625 30.609375 66.40625
  1252. Q 23.96875 66.40625 20.09375 61.84375
  1253. Q 16.21875 57.28125 16.21875 49.421875
  1254. Q 16.21875 41.5 20.09375 36.953125
  1255. Q 23.96875 32.421875 30.609375 32.421875
  1256. z
  1257. " id="DejaVuSans-39"/>
  1258. <path d="M 31.78125 34.625
  1259. Q 24.75 34.625 20.71875 30.859375
  1260. Q 16.703125 27.09375 16.703125 20.515625
  1261. Q 16.703125 13.921875 20.71875 10.15625
  1262. Q 24.75 6.390625 31.78125 6.390625
  1263. Q 38.8125 6.390625 42.859375 10.171875
  1264. Q 46.921875 13.96875 46.921875 20.515625
  1265. Q 46.921875 27.09375 42.890625 30.859375
  1266. Q 38.875 34.625 31.78125 34.625
  1267. z
  1268. M 21.921875 38.8125
  1269. Q 15.578125 40.375 12.03125 44.71875
  1270. Q 8.5 49.078125 8.5 55.328125
  1271. Q 8.5 64.0625 14.71875 69.140625
  1272. Q 20.953125 74.21875 31.78125 74.21875
  1273. Q 42.671875 74.21875 48.875 69.140625
  1274. Q 55.078125 64.0625 55.078125 55.328125
  1275. Q 55.078125 49.078125 51.53125 44.71875
  1276. Q 48 40.375 41.703125 38.8125
  1277. Q 48.828125 37.15625 52.796875 32.3125
  1278. Q 56.78125 27.484375 56.78125 20.515625
  1279. Q 56.78125 9.90625 50.3125 4.234375
  1280. Q 43.84375 -1.421875 31.78125 -1.421875
  1281. Q 19.734375 -1.421875 13.25 4.234375
  1282. Q 6.78125 9.90625 6.78125 20.515625
  1283. Q 6.78125 27.484375 10.78125 32.3125
  1284. Q 14.796875 37.15625 21.921875 38.8125
  1285. z
  1286. M 18.3125 54.390625
  1287. Q 18.3125 48.734375 21.84375 45.5625
  1288. Q 25.390625 42.390625 31.78125 42.390625
  1289. Q 38.140625 42.390625 41.71875 45.5625
  1290. Q 45.3125 48.734375 45.3125 54.390625
  1291. Q 45.3125 60.0625 41.71875 63.234375
  1292. Q 38.140625 66.40625 31.78125 66.40625
  1293. Q 25.390625 66.40625 21.84375 63.234375
  1294. Q 18.3125 60.0625 18.3125 54.390625
  1295. z
  1296. " id="DejaVuSans-38"/>
  1297. <path d="M 34.671875 47.5625
  1298. Q 27.25 47.5625 22.21875 42.1875
  1299. Q 16.890625 36.578125 15.140625 27.296875
  1300. Q 13.1875 17.484375 16.3125 11.8125
  1301. Q 19.390625 6.203125 26.65625 6.203125
  1302. Q 33.84375 6.203125 39.109375 11.859375
  1303. Q 44.4375 17.53125 46.34375 27.296875
  1304. Q 48.046875 36.234375 45.015625 42.1875
  1305. Q 42.1875 47.5625 34.671875 47.5625
  1306. z
  1307. M 36.078125 54.734375
  1308. L 65.921875 54.6875
  1309. L 64.15625 45.703125
  1310. L 54.109375 45.703125
  1311. Q 57.90625 38.09375 55.859375 27.296875
  1312. Q 53.21875 13.875 45.0625 6.25
  1313. Q 36.859375 -1.421875 25.140625 -1.421875
  1314. Q 13.375 -1.421875 8.203125 6.25
  1315. Q 3.03125 13.875 5.671875 27.296875
  1316. Q 8.25 40.765625 16.40625 48.390625
  1317. Q 23.1875 54.734375 36.078125 54.734375
  1318. z
  1319. " id="DejaVuSans-Oblique-3c3"/>
  1320. <path d="M 19.1875 8.296875
  1321. L 53.609375 8.296875
  1322. L 53.609375 0
  1323. L 7.328125 0
  1324. L 7.328125 8.296875
  1325. Q 12.9375 14.109375 22.625 23.890625
  1326. Q 32.328125 33.6875 34.8125 36.53125
  1327. Q 39.546875 41.84375 41.421875 45.53125
  1328. Q 43.3125 49.21875 43.3125 52.78125
  1329. Q 43.3125 58.59375 39.234375 62.25
  1330. Q 35.15625 65.921875 28.609375 65.921875
  1331. Q 23.96875 65.921875 18.8125 64.3125
  1332. Q 13.671875 62.703125 7.8125 59.421875
  1333. L 7.8125 69.390625
  1334. Q 13.765625 71.78125 18.9375 73
  1335. Q 24.125 74.21875 28.421875 74.21875
  1336. Q 39.75 74.21875 46.484375 68.546875
  1337. Q 53.21875 62.890625 53.21875 53.421875
  1338. Q 53.21875 48.921875 51.53125 44.890625
  1339. Q 49.859375 40.875 45.40625 35.40625
  1340. Q 44.1875 33.984375 37.640625 27.21875
  1341. Q 31.109375 20.453125 19.1875 8.296875
  1342. z
  1343. " id="DejaVuSans-32"/>
  1344. </defs>
  1345. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  1346. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1347. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1348. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1349. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1350. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1351. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1352. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
  1353. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
  1354. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1355. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
  1356. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-35"/>
  1357. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
  1358. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1359. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1360. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1361. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1362. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1363. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1364. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1365. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1366. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1367. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1368. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-34"/>
  1369. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-34"/>
  1370. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1371. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-39"/>
  1372. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-34"/>
  1373. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-38"/>
  1374. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1375. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1376. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1377. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1378. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1379. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1380. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-32"/>
  1381. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1382. <use transform="translate(1936.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
  1383. <use transform="translate(1999.628906 0.78125)" xlink:href="#DejaVuSans-34"/>
  1384. <use transform="translate(2063.251953 0.78125)" xlink:href="#DejaVuSans-34"/>
  1385. </g>
  1386. </g>
  1387. <g id="text_3">
  1388. <!-- 648.50 -->
  1389. <defs>
  1390. <path d="M 31.78125 66.40625
  1391. Q 24.171875 66.40625 20.328125 58.90625
  1392. Q 16.5 51.421875 16.5 36.375
  1393. Q 16.5 21.390625 20.328125 13.890625
  1394. Q 24.171875 6.390625 31.78125 6.390625
  1395. Q 39.453125 6.390625 43.28125 13.890625
  1396. Q 47.125 21.390625 47.125 36.375
  1397. Q 47.125 51.421875 43.28125 58.90625
  1398. Q 39.453125 66.40625 31.78125 66.40625
  1399. z
  1400. M 31.78125 74.21875
  1401. Q 44.046875 74.21875 50.515625 64.515625
  1402. Q 56.984375 54.828125 56.984375 36.375
  1403. Q 56.984375 17.96875 50.515625 8.265625
  1404. Q 44.046875 -1.421875 31.78125 -1.421875
  1405. Q 19.53125 -1.421875 13.0625 8.265625
  1406. Q 6.59375 17.96875 6.59375 36.375
  1407. Q 6.59375 54.828125 13.0625 64.515625
  1408. Q 19.53125 74.21875 31.78125 74.21875
  1409. z
  1410. " id="DejaVuSans-30"/>
  1411. </defs>
  1412. <g style="fill:#d3d3d3;" transform="translate(7.2 18.808113)scale(0.03 -0.03)">
  1413. <use xlink:href="#DejaVuSans-36"/>
  1414. <use x="63.623047" xlink:href="#DejaVuSans-34"/>
  1415. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  1416. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1417. <use x="222.65625" xlink:href="#DejaVuSans-35"/>
  1418. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  1419. </g>
  1420. </g>
  1421. </g>
  1422. <g id="axes_2">
  1423. <g id="patch_5">
  1424. <path d="M 18.697188 65.2224
  1425. L 372.281346 65.2224
  1426. L 372.281346 39.675648
  1427. L 18.697188 39.675648
  1428. z
  1429. " style="fill:#ffffff;"/>
  1430. </g>
  1431. <g id="matplotlib.axis_3">
  1432. <g id="xtick_7"/>
  1433. <g id="xtick_8"/>
  1434. <g id="xtick_9"/>
  1435. <g id="xtick_10"/>
  1436. <g id="xtick_11"/>
  1437. <g id="xtick_12"/>
  1438. </g>
  1439. <g id="matplotlib.axis_4"/>
  1440. <g id="line2d_3">
  1441. <path clip-path="url(#p441155e7ce)" d="M 18.697188 44.69751
  1442. L 372.281346 44.69751
  1443. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1444. </g>
  1445. <g id="line2d_4">
  1446. <path clip-path="url(#p441155e7ce)" d="M 18.697188 46.260293
  1447. L 19.032021 54.900502
  1448. L 19.366854 53.996048
  1449. L 19.701688 58.142962
  1450. L 20.036521 58.038512
  1451. L 20.371355 56.262249
  1452. L 20.706188 56.769165
  1453. L 21.375855 56.564701
  1454. L 21.710689 58.033199
  1455. L 22.045522 60.964608
  1456. L 22.380356 60.643205
  1457. L 22.715189 58.238978
  1458. L 23.050023 59.807107
  1459. L 23.384856 59.831754
  1460. L 23.71969 54.66394
  1461. L 24.054523 54.438936
  1462. L 24.389357 55.170419
  1463. L 24.72419 55.331285
  1464. L 25.059024 57.734307
  1465. L 25.393857 52.743188
  1466. L 25.728691 56.795347
  1467. L 26.063524 54.567706
  1468. L 26.398358 55.032886
  1469. L 26.733191 56.031548
  1470. L 27.068025 57.40885
  1471. L 27.402858 52.516705
  1472. L 28.072525 57.306645
  1473. L 28.407359 54.843758
  1474. L 28.742192 55.682375
  1475. L 29.077025 57.622845
  1476. L 29.746692 55.054411
  1477. L 30.081526 58.332255
  1478. L 30.751193 57.029169
  1479. L 31.086026 52.825565
  1480. L 31.42086 51.218329
  1481. L 31.755693 55.345745
  1482. L 32.090527 56.481283
  1483. L 32.42536 53.264729
  1484. L 32.760194 52.917802
  1485. L 33.095027 58.112509
  1486. L 33.764694 51.656507
  1487. L 34.099528 54.526845
  1488. L 34.769195 51.025915
  1489. L 35.104028 53.558308
  1490. L 35.438862 58.16761
  1491. L 35.773695 53.129058
  1492. L 36.108529 55.425384
  1493. L 36.443362 56.09952
  1494. L 36.778196 57.770237
  1495. L 37.447863 53.184597
  1496. L 37.782696 55.884923
  1497. L 38.452363 59.635834
  1498. L 38.787197 51.648072
  1499. L 39.12203 53.529279
  1500. L 39.456863 54.403115
  1501. L 39.791697 57.311465
  1502. L 40.461364 51.332639
  1503. L 41.131031 56.488293
  1504. L 41.465864 55.404132
  1505. L 41.800698 55.994412
  1506. L 42.135531 51.163009
  1507. L 42.805198 54.250739
  1508. L 43.140032 54.334595
  1509. L 43.474865 52.775997
  1510. L 44.144532 53.849861
  1511. L 44.479366 58.92626
  1512. L 44.814199 54.022284
  1513. L 45.149033 54.277632
  1514. L 45.483866 52.9723
  1515. L 45.8187 54.539388
  1516. L 46.153533 50.539044
  1517. L 46.8232 56.528058
  1518. L 47.158034 55.584661
  1519. L 47.492867 51.733791
  1520. L 48.162534 55.791536
  1521. L 48.497368 56.585514
  1522. L 48.832201 50.712179
  1523. L 49.167034 52.017949
  1524. L 49.501868 54.371785
  1525. L 49.836701 55.889852
  1526. L 50.171535 54.935063
  1527. L 50.506368 54.578057
  1528. L 50.841202 52.610639
  1529. L 51.510869 55.878295
  1530. L 51.845702 55.276841
  1531. L 52.180536 52.301998
  1532. L 52.515369 52.115553
  1533. L 52.850203 53.048708
  1534. L 53.51987 58.919797
  1535. L 53.854703 54.862654
  1536. L 54.189537 55.38299
  1537. L 54.52437 50.80458
  1538. L 54.859204 53.230606
  1539. L 55.194037 53.509232
  1540. L 55.528871 55.580006
  1541. L 55.863704 54.034827
  1542. L 56.198538 51.918647
  1543. L 56.533371 55.230778
  1544. L 56.868205 55.463998
  1545. L 57.203038 55.364696
  1546. L 57.537872 50.968952
  1547. L 57.872705 53.593636
  1548. L 58.207539 54.61952
  1549. L 58.542372 50.370346
  1550. L 58.877206 51.305308
  1551. L 59.212039 53.024334
  1552. L 59.546872 53.626938
  1553. L 59.881706 49.336137
  1554. L 60.216539 53.817929
  1555. L 60.551373 52.966768
  1556. L 60.886206 51.322616
  1557. L 61.22104 52.18714
  1558. L 61.555873 56.996525
  1559. L 61.890707 52.090687
  1560. L 62.22554 52.356661
  1561. L 62.560374 50.9081
  1562. L 62.895207 55.092314
  1563. L 63.564874 51.763587
  1564. L 64.234541 54.960532
  1565. L 64.569375 58.136718
  1566. L 64.904208 52.386292
  1567. L 65.239042 52.401574
  1568. L 65.573875 54.678236
  1569. L 65.908709 54.211029
  1570. L 66.243542 51.36134
  1571. L 66.578376 53.834579
  1572. L 66.913209 52.930235
  1573. L 67.582876 52.768876
  1574. L 67.91771 53.639755
  1575. L 68.252543 47.863914
  1576. L 68.92221 53.731498
  1577. L 69.257043 52.665685
  1578. L 69.591877 48.940517
  1579. L 69.92671 51.920947
  1580. L 70.261544 52.862482
  1581. L 70.596377 48.446088
  1582. L 70.931211 48.878351
  1583. L 71.266044 51.50802
  1584. L 71.600878 48.446088
  1585. L 71.935711 51.383358
  1586. L 72.270545 49.291333
  1587. L 72.605378 50.255872
  1588. L 72.940212 55.840721
  1589. L 73.275045 50.323625
  1590. L 73.609879 51.33012
  1591. L 73.944712 51.424383
  1592. L 74.279546 49.943342
  1593. L 74.614379 49.321677
  1594. L 74.949213 51.058614
  1595. L 75.284046 55.218235
  1596. L 75.61888 48.400737
  1597. L 75.953713 52.717336
  1598. L 76.288547 53.419351
  1599. L 76.62338 51.64747
  1600. L 76.958214 50.59672
  1601. L 77.293047 52.147431
  1602. L 77.627881 56.693799
  1603. L 77.962714 52.335354
  1604. L 78.297548 52.028027
  1605. L 78.632381 53.178792
  1606. L 78.967215 55.192328
  1607. L 79.302048 49.814298
  1608. L 79.971715 54.122736
  1609. L 80.306548 51.414578
  1610. L 80.641382 51.788344
  1611. L 80.976215 52.71038
  1612. L 81.311049 54.578003
  1613. L 81.645882 51.385385
  1614. L 81.980716 53.268289
  1615. L 82.315549 55.977816
  1616. L 82.650383 51.894602
  1617. L 82.985216 50.724886
  1618. L 83.32005 53.565703
  1619. L 83.654883 54.905541
  1620. L 83.989717 48.037433
  1621. L 84.659384 52.591359
  1622. L 84.994217 53.347928
  1623. L 85.329051 48.622455
  1624. L 85.663884 51.881128
  1625. L 85.998718 53.510985
  1626. L 86.333551 49.750653
  1627. L 86.668385 49.797812
  1628. L 87.003218 53.234824
  1629. L 87.672885 50.415369
  1630. L 88.342552 53.165044
  1631. L 88.677386 50.662227
  1632. L 89.012219 50.414328
  1633. L 89.347052 55.53093
  1634. L 89.681886 50.323242
  1635. L 90.016719 50.528473
  1636. L 90.351553 52.386402
  1637. L 90.686386 47.657861
  1638. L 91.02122 50.776208
  1639. L 91.356053 51.356301
  1640. L 91.690887 49.850174
  1641. L 92.02572 50.039248
  1642. L 92.360554 52.619019
  1643. L 92.695387 49.87526
  1644. L 93.030221 50.45119
  1645. L 93.365054 55.246279
  1646. L 93.699888 52.613761
  1647. L 94.034721 51.46957
  1648. L 94.369555 50.918342
  1649. L 94.704388 52.52514
  1650. L 95.039222 49.030015
  1651. L 95.374055 50.93576
  1652. L 95.708889 56.038997
  1653. L 96.043722 51.378922
  1654. L 96.378556 52.725278
  1655. L 96.713389 50.323297
  1656. L 97.048223 53.427129
  1657. L 97.383056 54.291818
  1658. L 97.71789 50.265676
  1659. L 98.052723 49.848695
  1660. L 98.387557 51.652892
  1661. L 98.72239 55.963466
  1662. L 99.057224 51.6943
  1663. L 99.392057 50.522558
  1664. L 99.72689 51.4814
  1665. L 100.061724 53.759596
  1666. L 100.396557 49.313735
  1667. L 100.731391 51.845745
  1668. L 101.066224 48.40594
  1669. L 101.735891 48.18006
  1670. L 102.070725 54.398733
  1671. L 102.405558 49.191702
  1672. L 102.740392 50.131813
  1673. L 103.075225 51.885893
  1674. L 103.410059 49.359086
  1675. L 103.744892 51.506869
  1676. L 104.079726 54.723478
  1677. L 104.414559 51.333242
  1678. L 104.749393 50.31519
  1679. L 105.084226 50.330307
  1680. L 105.41906 52.103887
  1681. L 105.753893 51.51158
  1682. L 106.088727 49.762703
  1683. L 106.42356 51.375635
  1684. L 106.758394 55.529725
  1685. L 107.093227 50.553066
  1686. L 107.428061 52.607955
  1687. L 107.762894 51.120835
  1688. L 108.097728 54.139661
  1689. L 108.432561 51.022628
  1690. L 108.767395 50.741975
  1691. L 109.102228 52.376598
  1692. L 109.437061 50.937896
  1693. L 110.106728 49.888843
  1694. L 110.441562 50.945345
  1695. L 110.776395 49.39677
  1696. L 111.446062 53.950258
  1697. L 111.780896 50.240152
  1698. L 112.115729 52.454922
  1699. L 112.450563 52.672258
  1700. L 112.785396 50.421175
  1701. L 113.12023 52.720458
  1702. L 113.455063 52.923005
  1703. L 113.789897 49.264933
  1704. L 114.12473 51.379853
  1705. L 114.459564 52.731741
  1706. L 115.129231 49.160044
  1707. L 115.464064 53.898718
  1708. L 115.798898 52.076008
  1709. L 116.133731 51.341184
  1710. L 116.468565 48.694645
  1711. L 116.803398 49.690294
  1712. L 117.138232 51.780512
  1713. L 117.473065 52.394946
  1714. L 117.807899 47.046932
  1715. L 118.142732 48.631602
  1716. L 118.477566 52.790128
  1717. L 118.812399 49.177626
  1718. L 119.147233 48.673283
  1719. L 119.482066 46.142752
  1720. L 119.816899 51.432927
  1721. L 120.151733 52.235176
  1722. L 120.486566 47.900009
  1723. L 120.8214 46.837976
  1724. L 121.156233 51.786756
  1725. L 121.491067 48.168503
  1726. L 121.8259 48.0801
  1727. L 122.160734 46.768306
  1728. L 122.495567 49.259456
  1729. L 122.830401 45.915776
  1730. L 123.500068 52.090248
  1731. L 123.834901 46.603167
  1732. L 124.169735 48.370119
  1733. L 124.504568 48.784252
  1734. L 124.839402 47.574607
  1735. L 125.174235 47.145358
  1736. L 125.509069 52.765699
  1737. L 125.843902 48.995563
  1738. L 126.848403 52.041501
  1739. L 127.183236 49.443052
  1740. L 127.852903 52.856402
  1741. L 128.187737 54.412591
  1742. L 128.52257 50.306536
  1743. L 129.192237 52.075186
  1744. L 129.52707 49.477504
  1745. L 129.861904 49.803289
  1746. L 130.196737 54.258735
  1747. L 130.531571 48.834861
  1748. L 130.866404 50.356105
  1749. L 131.201238 53.073026
  1750. L 131.536071 50.404633
  1751. L 131.870905 50.422544
  1752. L 132.205738 50.655654
  1753. L 132.540572 49.319377
  1754. L 133.210239 50.872059
  1755. L 133.545072 47.122353
  1756. L 133.879906 48.798767
  1757. L 134.214739 52.0874
  1758. L 134.549573 53.492363
  1759. L 134.884406 50.077315
  1760. L 135.21924 47.891848
  1761. L 135.554073 52.29066
  1762. L 135.888907 47.54985
  1763. L 136.22374 51.720645
  1764. L 136.558574 51.939844
  1765. L 136.893407 50.906237
  1766. L 137.228241 47.491792
  1767. L 137.563074 50.818821
  1768. L 137.897908 52.919664
  1769. L 138.232741 48.845597
  1770. L 138.567575 49.226647
  1771. L 138.902408 53.289158
  1772. L 139.237242 51.260285
  1773. L 139.572075 52.484225
  1774. L 139.906908 50.513247
  1775. L 140.241742 45.603355
  1776. L 140.576575 49.569302
  1777. L 140.911409 51.360902
  1778. L 141.246242 51.282632
  1779. L 141.581076 47.224996
  1780. L 141.915909 47.807828
  1781. L 142.250743 48.078731
  1782. L 142.585576 49.725074
  1783. L 142.92041 55.296888
  1784. L 143.255243 48.34821
  1785. L 143.590077 49.935071
  1786. L 143.92491 46.921942
  1787. L 144.594577 51.035116
  1788. L 144.929411 51.307334
  1789. L 145.264244 46.863007
  1790. L 145.599078 48.259644
  1791. L 145.933911 48.756975
  1792. L 146.603578 52.159973
  1793. L 146.938412 51.657493
  1794. L 147.273245 46.273165
  1795. L 147.608079 46.320707
  1796. L 148.277746 50.888765
  1797. L 148.612579 49.139724
  1798. L 148.947413 45.978107
  1799. L 149.282246 48.600272
  1800. L 149.617079 48.741694
  1801. L 149.951913 44.766381
  1802. L 150.286746 48.055508
  1803. L 150.62158 49.827882
  1804. L 150.956413 47.220724
  1805. L 151.291247 43.464171
  1806. L 151.62608 49.969742
  1807. L 151.960914 48.369243
  1808. L 152.295747 48.52863
  1809. L 152.630581 45.614255
  1810. L 152.965414 49.405095
  1811. L 153.300248 50.537675
  1812. L 153.635081 47.807773
  1813. L 153.969915 46.202454
  1814. L 154.304748 49.345612
  1815. L 154.639582 50.154762
  1816. L 155.309249 45.684363
  1817. L 155.644082 49.872466
  1818. L 155.978916 46.014366
  1819. L 156.648583 50.341207
  1820. L 156.983416 44.068911
  1821. L 157.31825 47.211632
  1822. L 157.653083 47.102909
  1823. L 157.987917 50.381355
  1824. L 158.32275 48.787703
  1825. L 158.657584 48.174911
  1826. L 158.992417 49.231084
  1827. L 159.327251 47.391285
  1828. L 159.662084 52.945407
  1829. L 159.996917 45.429344
  1830. L 160.331751 44.579279
  1831. L 160.666584 46.717806
  1832. L 161.001418 47.231898
  1833. L 161.336251 45.586704
  1834. L 161.671085 45.443804
  1835. L 162.005918 42.912451
  1836. L 162.340752 47.060734
  1837. L 162.675585 48.904641
  1838. L 163.010419 49.195263
  1839. L 163.345252 47.93353
  1840. L 163.680086 51.985633
  1841. L 164.014919 50.28753
  1842. L 164.349753 50.101469
  1843. L 164.684586 47.723095
  1844. L 165.01942 50.991792
  1845. L 165.354253 50.866856
  1846. L 165.689087 48.225137
  1847. L 166.02392 47.891574
  1848. L 166.358754 54.838445
  1849. L 166.693587 47.906089
  1850. L 167.028421 48.903601
  1851. L 167.363254 48.236694
  1852. L 167.698088 50.726475
  1853. L 168.032921 49.336137
  1854. L 168.367755 46.594568
  1855. L 169.037422 49.167657
  1856. L 169.372255 53.151898
  1857. L 169.707088 46.828938
  1858. L 170.041922 46.376246
  1859. L 170.376755 48.583512
  1860. L 170.711589 46.580437
  1861. L 171.046422 47.288532
  1862. L 171.381256 49.177681
  1863. L 171.716089 48.552949
  1864. L 172.050923 49.261373
  1865. L 172.385756 44.291013
  1866. L 173.055423 47.261201
  1867. L 173.390257 51.743102
  1868. L 173.72509 46.393335
  1869. L 174.059924 46.270043
  1870. L 174.729591 51.670419
  1871. L 175.399258 47.398898
  1872. L 175.734091 47.129035
  1873. L 176.068925 50.040179
  1874. L 176.403758 51.788453
  1875. L 177.073425 45.469108
  1876. L 177.408259 47.100992
  1877. L 177.743092 52.635342
  1878. L 178.077926 47.268102
  1879. L 178.412759 47.496119
  1880. L 178.747593 47.530242
  1881. L 179.082426 52.123659
  1882. L 179.752093 45.754855
  1883. L 180.086926 48.228588
  1884. L 180.756593 45.913476
  1885. L 181.091427 43.17826
  1886. L 181.42626 47.588081
  1887. L 181.761094 48.598355
  1888. L 182.095927 46.568332
  1889. L 182.430761 50.288626
  1890. L 182.765594 49.798141
  1891. L 183.100428 47.862216
  1892. L 183.435261 47.22883
  1893. L 183.770095 49.991979
  1894. L 184.104928 45.135162
  1895. L 184.439762 46.018857
  1896. L 184.774595 51.690795
  1897. L 185.109429 44.913773
  1898. L 185.444262 46.157705
  1899. L 185.779096 47.936926
  1900. L 186.113929 47.503677
  1901. L 186.448763 46.652955
  1902. L 186.783596 50.310042
  1903. L 187.11843 49.310668
  1904. L 187.453263 46.725419
  1905. L 187.788097 48.314032
  1906. L 188.12293 46.539686
  1907. L 188.457764 45.91605
  1908. L 188.792597 50.223885
  1909. L 189.127431 44.183331
  1910. L 189.462264 48.122001
  1911. L 189.797097 45.94957
  1912. L 190.801598 50.954273
  1913. L 191.136431 46.969484
  1914. L 191.471265 47.253533
  1915. L 191.806098 49.983928
  1916. L 192.140932 49.803453
  1917. L 192.475765 46.451448
  1918. L 192.810599 48.066188
  1919. L 193.145432 51.969476
  1920. L 193.480266 47.124873
  1921. L 194.149933 50.572839
  1922. L 194.484766 50.541235
  1923. L 194.8196 48.690701
  1924. L 195.154433 49.308148
  1925. L 195.489267 50.911988
  1926. L 195.8241 51.072142
  1927. L 196.158934 45.974985
  1928. L 196.493767 49.144379
  1929. L 196.828601 48.281991
  1930. L 197.163434 47.79293
  1931. L 197.498268 48.247265
  1932. L 197.833101 49.918037
  1933. L 198.167935 54.102032
  1934. L 198.502768 45.568465
  1935. L 198.837602 48.969875
  1936. L 199.172435 48.796411
  1937. L 199.507269 48.840722
  1938. L 199.842102 46.687517
  1939. L 200.176935 46.156938
  1940. L 200.511769 52.506682
  1941. L 200.846602 47.415056
  1942. L 201.181436 48.233462
  1943. L 201.516269 47.409524
  1944. L 201.851103 51.259025
  1945. L 202.52077 48.338077
  1946. L 202.855603 50.17689
  1947. L 203.190437 51.056478
  1948. L 203.52527 49.183432
  1949. L 203.860104 48.164888
  1950. L 204.194937 51.964984
  1951. L 204.529771 53.903866
  1952. L 204.864604 48.594411
  1953. L 205.199438 50.639825
  1954. L 205.534271 50.709003
  1955. L 205.869105 50.421339
  1956. L 206.203938 51.926206
  1957. L 206.538772 51.22304
  1958. L 206.873605 47.726272
  1959. L 207.208439 49.44475
  1960. L 207.543272 47.583754
  1961. L 207.878106 46.800566
  1962. L 208.212939 50.975031
  1963. L 208.547773 45.731303
  1964. L 208.882606 47.458709
  1965. L 209.21744 50.505469
  1966. L 209.552273 48.265504
  1967. L 209.887106 47.384986
  1968. L 210.22194 51.214386
  1969. L 210.556773 47.39835
  1970. L 210.891607 46.203659
  1971. L 211.561274 47.5619
  1972. L 212.230941 46.718244
  1973. L 212.565774 44.89055
  1974. L 212.900608 49.701851
  1975. L 213.235441 50.842482
  1976. L 213.570275 49.72365
  1977. L 213.905108 45.658785
  1978. L 214.574775 49.412051
  1979. L 214.909609 49.474765
  1980. L 215.579276 45.681625
  1981. L 215.914109 48.897028
  1982. L 216.248943 49.516283
  1983. L 216.583776 53.636523
  1984. L 216.91861 46.937606
  1985. L 217.253443 49.003286
  1986. L 217.588277 48.949281
  1987. L 217.92311 50.909962
  1988. L 218.592777 45.694496
  1989. L 218.927611 49.549256
  1990. L 219.262444 49.499632
  1991. L 219.597278 50.112862
  1992. L 219.932111 46.313641
  1993. L 220.601778 50.667759
  1994. L 220.936611 48.119317
  1995. L 221.271445 46.743165
  1996. L 221.941112 51.22775
  1997. L 222.275945 42.489609
  1998. L 222.610779 46.484366
  1999. L 222.945612 47.082096
  2000. L 223.280446 48.892482
  2001. L 223.615279 44.181578
  2002. L 223.950113 45.836247
  2003. L 224.284946 46.436715
  2004. L 224.61978 46.024389
  2005. L 224.954613 49.689801
  2006. L 225.289447 42.679778
  2007. L 225.62428 46.098551
  2008. L 226.293947 46.266209
  2009. L 226.628781 44.496463
  2010. L 226.963614 45.567425
  2011. L 227.298448 47.121093
  2012. L 227.633281 49.935783
  2013. L 227.968115 50.488873
  2014. L 228.637782 45.1861
  2015. L 228.972615 48.946652
  2016. L 229.307449 49.697688
  2017. L 229.642282 45.710325
  2018. L 229.977115 45.349924
  2019. L 230.311949 47.36127
  2020. L 230.646782 51.84706
  2021. L 230.981616 44.038951
  2022. L 231.316449 47.86972
  2023. L 231.986116 48.800026
  2024. L 232.32095 45.806505
  2025. L 232.655783 45.708956
  2026. L 232.990617 50.737046
  2027. L 233.32545 47.055914
  2028. L 233.660284 45.648926
  2029. L 233.995117 47.818179
  2030. L 234.329951 48.869697
  2031. L 234.664784 47.827326
  2032. L 234.999618 44.729136
  2033. L 235.334451 45.771177
  2034. L 235.669285 49.27041
  2035. L 236.004118 48.651265
  2036. L 236.338952 48.682759
  2037. L 236.673785 46.740646
  2038. L 237.008619 42.752297
  2039. L 237.343452 49.099083
  2040. L 237.678286 49.674848
  2041. L 238.013119 47.977786
  2042. L 238.347953 45.181938
  2043. L 238.682786 47.855808
  2044. L 239.01762 47.933092
  2045. L 239.687287 43.784972
  2046. L 240.02212 47.987426
  2047. L 240.691787 46.93191
  2048. L 241.02662 45.241694
  2049. L 242.031121 43.01252
  2050. L 242.700788 46.473905
  2051. L 243.035621 47.507128
  2052. L 243.370455 44.935956
  2053. L 243.705288 50.251271
  2054. L 244.040122 50.243329
  2055. L 244.374955 49.171327
  2056. L 244.709789 47.426996
  2057. L 245.044622 51.1256
  2058. L 245.379456 49.830566
  2059. L 245.714289 51.176155
  2060. L 246.049123 46.458021
  2061. L 246.383956 48.924633
  2062. L 246.71879 50.51834
  2063. L 247.053623 50.767116
  2064. L 247.388457 45.885432
  2065. L 248.058124 50.582095
  2066. L 248.392957 50.433115
  2067. L 249.062624 46.395854
  2068. L 249.732291 49.759855
  2069. L 250.067124 46.409767
  2070. L 250.401958 46.540289
  2071. L 250.736791 48.575734
  2072. L 251.071625 49.230974
  2073. L 251.406458 45.056564
  2074. L 251.741292 49.090812
  2075. L 252.410959 47.882865
  2076. L 252.745792 49.838179
  2077. L 253.080626 46.832827
  2078. L 253.415459 47.083027
  2079. L 253.750293 47.003881
  2080. L 254.085126 49.930963
  2081. L 254.41996 45.399876
  2082. L 254.754793 47.399994
  2083. L 255.089627 51.340691
  2084. L 255.42446 46.721037
  2085. L 255.759294 46.327882
  2086. L 256.094127 49.456526
  2087. L 256.428961 49.60474
  2088. L 256.763794 47.200677
  2089. L 257.098628 48.387044
  2090. L 257.433461 49.021744
  2091. L 257.768295 49.336137
  2092. L 258.103128 46.724159
  2093. L 258.437962 50.3176
  2094. L 258.772795 51.172868
  2095. L 259.442462 48.402216
  2096. L 259.777296 51.315605
  2097. L 260.112129 51.205129
  2098. L 260.446962 47.674895
  2099. L 261.116629 53.194895
  2100. L 261.451463 48.702641
  2101. L 261.786296 48.11499
  2102. L 262.12113 51.413483
  2103. L 262.455963 51.944171
  2104. L 262.790797 45.880229
  2105. L 263.12563 50.966049
  2106. L 263.460464 48.18225
  2107. L 263.795297 47.616672
  2108. L 264.130131 47.878374
  2109. L 264.464964 51.98766
  2110. L 264.799798 46.377506
  2111. L 265.134631 47.073989
  2112. L 265.469465 47.411496
  2113. L 265.804298 50.161883
  2114. L 266.139132 47.285301
  2115. L 266.473965 48.303078
  2116. L 266.808799 51.452919
  2117. L 267.143632 47.579099
  2118. L 267.478466 46.526048
  2119. L 267.813299 49.920063
  2120. L 268.148133 49.676546
  2121. L 268.482966 46.137056
  2122. L 268.8178 49.512832
  2123. L 269.487467 50.185106
  2124. L 269.8223 43.860284
  2125. L 270.157133 47.90943
  2126. L 270.491967 48.550429
  2127. L 270.8268 46.522104
  2128. L 271.161634 47.870651
  2129. L 271.496467 47.429132
  2130. L 271.831301 47.357545
  2131. L 272.166134 45.420252
  2132. L 272.500968 48.869861
  2133. L 272.835801 50.276685
  2134. L 273.505468 44.698573
  2135. L 273.840302 48.139254
  2136. L 274.175135 46.636524
  2137. L 274.509969 46.915643
  2138. L 274.844802 46.602784
  2139. L 275.179636 48.910118
  2140. L 275.514469 47.761435
  2141. L 275.849303 45.265684
  2142. L 276.184136 44.29282
  2143. L 276.51897 45.967262
  2144. L 276.853803 50.434758
  2145. L 277.188637 43.250395
  2146. L 277.52347 47.422395
  2147. L 277.858304 49.098152
  2148. L 278.193137 49.351692
  2149. L 278.527971 47.092667
  2150. L 278.862804 48.945447
  2151. L 279.197638 49.440368
  2152. L 279.532471 44.535297
  2153. L 279.867305 49.408929
  2154. L 280.202138 48.856223
  2155. L 280.536971 46.017981
  2156. L 281.206638 52.859141
  2157. L 281.541472 46.687297
  2158. L 282.211139 50.828406
  2159. L 282.545972 47.575812
  2160. L 283.215639 45.131383
  2161. L 283.550473 49.55895
  2162. L 283.885306 47.509867
  2163. L 284.22014 47.570171
  2164. L 284.554973 50.397458
  2165. L 284.889807 50.431526
  2166. L 285.22464 45.909477
  2167. L 285.559474 47.93583
  2168. L 285.894307 48.833054
  2169. L 286.229141 51.225669
  2170. L 286.563974 49.464578
  2171. L 286.898808 46.298141
  2172. L 287.233641 44.742445
  2173. L 287.568475 47.711538
  2174. L 287.903308 48.797945
  2175. L 288.238142 50.799651
  2176. L 288.572975 44.020274
  2177. L 288.907809 46.338563
  2178. L 289.242642 47.335308
  2179. L 289.577476 49.669152
  2180. L 289.912309 48.230833
  2181. L 290.247142 45.967481
  2182. L 290.581976 48.517018
  2183. L 290.916809 49.753392
  2184. L 291.251643 47.410126
  2185. L 291.586476 46.073684
  2186. L 292.256143 48.636093
  2187. L 292.590977 45.684582
  2188. L 292.92581 46.446683
  2189. L 293.260644 50.499882
  2190. L 293.595477 46.393061
  2191. L 293.930311 46.408233
  2192. L 294.599978 48.917896
  2193. L 294.934811 46.354392
  2194. L 295.269645 48.838586
  2195. L 295.604478 49.647626
  2196. L 295.939312 53.129935
  2197. L 296.274145 50.981987
  2198. L 296.943812 44.69326
  2199. L 297.278646 47.229652
  2200. L 297.613479 46.545383
  2201. L 297.948313 49.45324
  2202. L 298.283146 48.041157
  2203. L 298.61798 45.301341
  2204. L 298.952813 45.390346
  2205. L 299.287647 46.31627
  2206. L 299.62248 47.571759
  2207. L 299.957314 53.478231
  2208. L 300.292147 47.465885
  2209. L 300.62698 47.916496
  2210. L 300.961814 46.284064
  2211. L 301.296647 49.423115
  2212. L 301.631481 50.180889
  2213. L 301.966314 47.296967
  2214. L 302.301148 45.700905
  2215. L 302.970815 51.72793
  2216. L 303.305648 47.67736
  2217. L 303.640482 46.802812
  2218. L 303.975315 48.321536
  2219. L 304.310149 48.86997
  2220. L 304.644982 46.126101
  2221. L 304.979816 47.049725
  2222. L 305.314649 44.954743
  2223. L 305.649483 45.690114
  2224. L 305.984316 46.920463
  2225. L 306.31915 51.751208
  2226. L 306.653983 48.055398
  2227. L 306.988817 46.328156
  2228. L 307.32365 48.885252
  2229. L 307.658484 44.321795
  2230. L 307.993317 46.086063
  2231. L 308.328151 50.664254
  2232. L 308.662984 49.824924
  2233. L 308.997818 46.110163
  2234. L 309.332651 44.836763
  2235. L 309.667485 49.021416
  2236. L 310.002318 49.073175
  2237. L 310.337151 46.427896
  2238. L 310.671985 45.469766
  2239. L 311.006818 47.688205
  2240. L 311.341652 44.631148
  2241. L 312.011319 46.779643
  2242. L 312.680986 45.897592
  2243. L 313.015819 46.676014
  2244. L 313.350653 46.583066
  2245. L 313.685486 46.810754
  2246. L 314.02032 48.557878
  2247. L 314.355153 52.750473
  2248. L 314.689987 48.290426
  2249. L 315.02482 48.708392
  2250. L 315.359654 45.773368
  2251. L 316.029321 50.104098
  2252. L 316.364154 51.100624
  2253. L 316.698988 49.038285
  2254. L 317.033821 45.261686
  2255. L 317.368655 48.13542
  2256. L 317.703488 48.509022
  2257. L 318.038322 50.553176
  2258. L 318.373155 48.240528
  2259. L 318.707989 44.480689
  2260. L 319.042822 45.328399
  2261. L 319.377656 49.109654
  2262. L 319.712489 49.613996
  2263. L 320.382156 44.878226
  2264. L 320.716989 48.188878
  2265. L 321.386656 46.346067
  2266. L 321.72149 43.907607
  2267. L 322.056323 47.849071
  2268. L 322.391157 47.721561
  2269. L 322.72599 45.964359
  2270. L 323.060824 46.452544
  2271. L 324.065324 52.200395
  2272. L 324.400158 46.157048
  2273. L 324.734991 43.25894
  2274. L 325.404658 48.306967
  2275. L 325.739492 48.637736
  2276. L 326.074325 45.437395
  2277. L 326.409159 49.463811
  2278. L 327.078826 46.054897
  2279. L 327.413659 45.972246
  2280. L 327.748493 48.150756
  2281. L 328.083326 43.761858
  2282. L 328.41816 44.436433
  2283. L 328.752993 49.163659
  2284. L 329.087827 43.945455
  2285. L 329.42266 45.987144
  2286. L 329.757494 45.760332
  2287. L 330.092327 45.804095
  2288. L 330.42716 44.829588
  2289. L 330.761994 48.098942
  2290. L 331.431661 45.445392
  2291. L 331.766494 44.730176
  2292. L 332.101328 46.874564
  2293. L 332.436161 46.320214
  2294. L 332.770995 48.714746
  2295. L 333.105828 48.413061
  2296. L 333.440662 45.307476
  2297. L 333.775495 45.288689
  2298. L 334.110329 48.961331
  2299. L 334.445162 47.096939
  2300. L 334.779996 46.808125
  2301. L 335.114829 51.027667
  2302. L 335.449663 45.645585
  2303. L 335.784496 46.106931
  2304. L 336.11933 46.240466
  2305. L 336.454163 45.331192
  2306. L 336.788997 43.1856
  2307. L 337.12383 49.041462
  2308. L 337.458664 45.556196
  2309. L 337.793497 45.763126
  2310. L 338.128331 44.728698
  2311. L 338.463164 47.140976
  2312. L 338.797998 44.130092
  2313. L 339.132831 46.041697
  2314. L 339.467665 48.902341
  2315. L 339.802498 49.836262
  2316. L 340.137332 49.969961
  2317. L 340.472165 45.312789
  2318. L 340.806998 47.686233
  2319. L 341.141832 49.018567
  2320. L 341.811499 45.180623
  2321. L 342.146332 46.72635
  2322. L 342.481166 50.623174
  2323. L 342.815999 47.985563
  2324. L 343.150833 46.78649
  2325. L 343.485666 45.089318
  2326. L 343.8205 48.747171
  2327. L 344.490167 44.66927
  2328. L 344.825 44.315332
  2329. L 345.159834 45.74286
  2330. L 345.494667 50.612494
  2331. L 345.829501 42.567879
  2332. L 346.164334 45.560852
  2333. L 346.499168 45.217047
  2334. L 346.834001 45.238134
  2335. L 347.168835 44.40839
  2336. L 347.503668 45.426934
  2337. L 347.838502 49.186609
  2338. L 348.173335 47.91184
  2339. L 348.508169 43.942388
  2340. L 349.177836 48.82314
  2341. L 349.512669 47.07996
  2342. L 349.847503 43.992723
  2343. L 350.517169 49.921871
  2344. L 350.852003 48.536298
  2345. L 351.186836 43.233471
  2346. L 351.52167 48.103598
  2347. L 351.856503 46.808673
  2348. L 352.191337 46.938866
  2349. L 352.52617 47.999092
  2350. L 352.861004 47.200349
  2351. L 353.195837 44.398038
  2352. L 353.530671 47.759573
  2353. L 353.865504 44.58147
  2354. L 354.200338 46.751929
  2355. L 354.535171 51.295942
  2356. L 354.870005 49.411284
  2357. L 355.204838 45.875847
  2358. L 355.874505 46.972825
  2359. L 356.209339 49.301028
  2360. L 356.544172 47.867639
  2361. L 356.879006 44.744527
  2362. L 357.213839 45.037449
  2363. L 357.548673 45.49644
  2364. L 357.883506 47.229159
  2365. L 358.21834 41.771162
  2366. L 358.553173 43.738964
  2367. L 358.888007 44.326669
  2368. L 359.22284 46.937826
  2369. L 359.557674 45.590265
  2370. L 359.892507 45.331028
  2371. L 360.562174 49.378476
  2372. L 360.897007 41.611008
  2373. L 361.231841 45.898577
  2374. L 361.566674 46.464375
  2375. L 361.901508 46.393006
  2376. L 362.236341 45.347021
  2377. L 362.906008 48.519373
  2378. L 363.240842 43.409344
  2379. L 363.575675 47.523176
  2380. L 363.910509 42.368234
  2381. L 364.245342 43.703197
  2382. L 364.580176 44.324479
  2383. L 364.915009 46.38857
  2384. L 365.249843 45.333602
  2385. L 365.584676 45.95806
  2386. L 365.91951 49.907849
  2387. L 366.254343 47.038168
  2388. L 366.589177 46.367373
  2389. L 366.92401 48.285441
  2390. L 367.258844 47.613715
  2391. L 367.593677 44.548004
  2392. L 367.928511 45.894524
  2393. L 368.263344 50.02906
  2394. L 368.598178 50.411535
  2395. L 368.933011 54.444906
  2396. L 369.937512 47.521862
  2397. L 370.272345 47.763353
  2398. L 370.607178 49.437904
  2399. L 370.942012 47.811223
  2400. L 371.276845 42.334659
  2401. L 371.611679 45.103504
  2402. L 371.946512 46.855941
  2403. L 372.281346 42.712313
  2404. L 372.281346 42.712313
  2405. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  2406. </g>
  2407. <g id="text_4">
  2408. <g id="patch_6">
  2409. <path d="M 18.697188 53.610924
  2410. L 45.240938 53.610924
  2411. Q 47.640938 53.610924 47.640938 51.210924
  2412. L 47.640938 43.468424
  2413. Q 47.640938 41.068424 45.240938 41.068424
  2414. L 18.697188 41.068424
  2415. Q 16.297188 41.068424 16.297188 43.468424
  2416. L 16.297188 51.210924
  2417. Q 16.297188 53.610924 18.697188 53.610924
  2418. z
  2419. " style="fill:#ffffff;opacity:0.8;"/>
  2420. </g>
  2421. <!-- GSCSF -->
  2422. <defs>
  2423. <path d="M 64.40625 67.28125
  2424. L 64.40625 56.890625
  2425. Q 59.421875 61.53125 53.78125 63.8125
  2426. Q 48.140625 66.109375 41.796875 66.109375
  2427. Q 29.296875 66.109375 22.65625 58.46875
  2428. Q 16.015625 50.828125 16.015625 36.375
  2429. Q 16.015625 21.96875 22.65625 14.328125
  2430. Q 29.296875 6.6875 41.796875 6.6875
  2431. Q 48.140625 6.6875 53.78125 8.984375
  2432. Q 59.421875 11.28125 64.40625 15.921875
  2433. L 64.40625 5.609375
  2434. Q 59.234375 2.09375 53.4375 0.328125
  2435. Q 47.65625 -1.421875 41.21875 -1.421875
  2436. Q 24.65625 -1.421875 15.125 8.703125
  2437. Q 5.609375 18.84375 5.609375 36.375
  2438. Q 5.609375 53.953125 15.125 64.078125
  2439. Q 24.65625 74.21875 41.21875 74.21875
  2440. Q 47.75 74.21875 53.53125 72.484375
  2441. Q 59.328125 70.75 64.40625 67.28125
  2442. z
  2443. " id="DejaVuSans-43"/>
  2444. <path d="M 9.8125 72.90625
  2445. L 51.703125 72.90625
  2446. L 51.703125 64.59375
  2447. L 19.671875 64.59375
  2448. L 19.671875 43.109375
  2449. L 48.578125 43.109375
  2450. L 48.578125 34.8125
  2451. L 19.671875 34.8125
  2452. L 19.671875 0
  2453. L 9.8125 0
  2454. z
  2455. " id="DejaVuSans-46"/>
  2456. </defs>
  2457. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  2458. <use xlink:href="#DejaVuSans-47"/>
  2459. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  2460. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  2461. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  2462. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  2463. </g>
  2464. </g>
  2465. <g id="text_5">
  2466. <g id="patch_7">
  2467. <path d="M 280.129663 50.475299
  2468. L 365.209663 50.475299
  2469. Q 366.409663 50.475299 366.409663 49.275299
  2470. L 366.409663 45.404049
  2471. Q 366.409663 44.204049 365.209663 44.204049
  2472. L 280.129663 44.204049
  2473. Q 278.929663 44.204049 278.929663 45.404049
  2474. L 278.929663 49.275299
  2475. Q 278.929663 50.475299 280.129663 50.475299
  2476. z
  2477. " style="fill:#ffffff;opacity:0.8;"/>
  2478. </g>
  2479. <!-- max: 937.170 $\bullet$ mean: 928.474 $\bullet$ $\sigma$: 3.700 -->
  2480. <defs>
  2481. <path d="M 40.578125 39.3125
  2482. Q 47.65625 37.796875 51.625 33
  2483. Q 55.609375 28.21875 55.609375 21.1875
  2484. Q 55.609375 10.40625 48.1875 4.484375
  2485. Q 40.765625 -1.421875 27.09375 -1.421875
  2486. Q 22.515625 -1.421875 17.65625 -0.515625
  2487. Q 12.796875 0.390625 7.625 2.203125
  2488. L 7.625 11.71875
  2489. Q 11.71875 9.328125 16.59375 8.109375
  2490. Q 21.484375 6.890625 26.8125 6.890625
  2491. Q 36.078125 6.890625 40.9375 10.546875
  2492. Q 45.796875 14.203125 45.796875 21.1875
  2493. Q 45.796875 27.640625 41.28125 31.265625
  2494. Q 36.765625 34.90625 28.71875 34.90625
  2495. L 20.21875 34.90625
  2496. L 20.21875 43.015625
  2497. L 29.109375 43.015625
  2498. Q 36.375 43.015625 40.234375 45.921875
  2499. Q 44.09375 48.828125 44.09375 54.296875
  2500. Q 44.09375 59.90625 40.109375 62.90625
  2501. Q 36.140625 65.921875 28.71875 65.921875
  2502. Q 24.65625 65.921875 20.015625 65.03125
  2503. Q 15.375 64.15625 9.8125 62.3125
  2504. L 9.8125 71.09375
  2505. Q 15.4375 72.65625 20.34375 73.4375
  2506. Q 25.25 74.21875 29.59375 74.21875
  2507. Q 40.828125 74.21875 47.359375 69.109375
  2508. Q 53.90625 64.015625 53.90625 55.328125
  2509. Q 53.90625 49.265625 50.4375 45.09375
  2510. Q 46.96875 40.921875 40.578125 39.3125
  2511. z
  2512. " id="DejaVuSans-33"/>
  2513. <path d="M 8.203125 72.90625
  2514. L 55.078125 72.90625
  2515. L 55.078125 68.703125
  2516. L 28.609375 0
  2517. L 18.3125 0
  2518. L 43.21875 64.59375
  2519. L 8.203125 64.59375
  2520. z
  2521. " id="DejaVuSans-37"/>
  2522. </defs>
  2523. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  2524. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2525. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2526. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2527. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2528. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2529. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-39"/>
  2530. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-33"/>
  2531. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
  2532. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2533. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  2534. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-37"/>
  2535. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-30"/>
  2536. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  2537. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2538. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  2539. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2540. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  2541. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  2542. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2543. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2544. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  2545. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-39"/>
  2546. <use transform="translate(1235.726562 0.78125)" xlink:href="#DejaVuSans-32"/>
  2547. <use transform="translate(1299.349609 0.78125)" xlink:href="#DejaVuSans-38"/>
  2548. <use transform="translate(1362.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2549. <use transform="translate(1394.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
  2550. <use transform="translate(1458.382812 0.78125)" xlink:href="#DejaVuSans-37"/>
  2551. <use transform="translate(1522.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
  2552. <use transform="translate(1585.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2553. <use transform="translate(1617.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2554. <use transform="translate(1680.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2555. <use transform="translate(1711.800781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2556. <use transform="translate(1775.179688 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2557. <use transform="translate(1808.871094 0.78125)" xlink:href="#DejaVuSans-20"/>
  2558. <use transform="translate(1840.658203 0.78125)" xlink:href="#DejaVuSans-33"/>
  2559. <use transform="translate(1904.28125 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2560. <use transform="translate(1935.958984 0.78125)" xlink:href="#DejaVuSans-37"/>
  2561. <use transform="translate(1999.582031 0.78125)" xlink:href="#DejaVuSans-30"/>
  2562. <use transform="translate(2063.205078 0.78125)" xlink:href="#DejaVuSans-30"/>
  2563. </g>
  2564. </g>
  2565. <g id="text_6">
  2566. <!-- 933.73 -->
  2567. <g style="fill:#d3d3d3;" transform="translate(7.2 45.525323)scale(0.03 -0.03)">
  2568. <use xlink:href="#DejaVuSans-39"/>
  2569. <use x="63.623047" xlink:href="#DejaVuSans-33"/>
  2570. <use x="127.246094" xlink:href="#DejaVuSans-33"/>
  2571. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2572. <use x="222.65625" xlink:href="#DejaVuSans-37"/>
  2573. <use x="286.279297" xlink:href="#DejaVuSans-33"/>
  2574. </g>
  2575. </g>
  2576. </g>
  2577. <g id="axes_3">
  2578. <g id="patch_8">
  2579. <path d="M 18.697188 92.898048
  2580. L 372.281346 92.898048
  2581. L 372.281346 67.351296
  2582. L 18.697188 67.351296
  2583. z
  2584. " style="fill:#ffffff;"/>
  2585. </g>
  2586. <g id="matplotlib.axis_5">
  2587. <g id="xtick_13"/>
  2588. <g id="xtick_14"/>
  2589. <g id="xtick_15"/>
  2590. <g id="xtick_16"/>
  2591. <g id="xtick_17"/>
  2592. <g id="xtick_18"/>
  2593. </g>
  2594. <g id="matplotlib.axis_6"/>
  2595. <g id="line2d_5">
  2596. <path clip-path="url(#pfad9ef298e)" d="M 18.697188 73.426144
  2597. L 372.281346 73.426144
  2598. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2599. </g>
  2600. <g id="line2d_6">
  2601. <path clip-path="url(#pfad9ef298e)" d="M 18.697188 76.245621
  2602. L 19.032021 77.928762
  2603. L 19.701688 82.882813
  2604. L 20.036521 84.075422
  2605. L 20.371355 77.699094
  2606. L 20.706188 78.235679
  2607. L 21.041022 82.608281
  2608. L 21.375855 82.852211
  2609. L 21.710689 87.524599
  2610. L 22.045522 88.640256
  2611. L 22.380356 86.026856
  2612. L 22.715189 85.87622
  2613. L 23.384856 81.822716
  2614. L 23.71969 81.480146
  2615. L 24.054523 80.708248
  2616. L 24.389357 79.52693
  2617. L 24.72419 84.672024
  2618. L 25.059024 84.793543
  2619. L 25.393857 88.134274
  2620. L 25.728691 84.418587
  2621. L 26.063524 85.823334
  2622. L 26.398358 85.295365
  2623. L 26.733191 86.37626
  2624. L 27.068025 83.422369
  2625. L 27.402858 84.963788
  2626. L 27.737692 85.143244
  2627. L 28.072525 83.966976
  2628. L 28.742192 87.027233
  2629. L 29.077025 87.884105
  2630. L 29.411859 87.170144
  2631. L 29.746692 86.962166
  2632. L 30.081526 85.126606
  2633. L 30.416359 81.92314
  2634. L 30.751193 81.326242
  2635. L 31.086026 82.0714
  2636. L 31.42086 87.333556
  2637. L 31.755693 85.338744
  2638. L 32.090527 86.342983
  2639. L 32.42536 87.829139
  2640. L 33.095027 84.568332
  2641. L 33.429861 83.430688
  2642. L 33.764694 83.836544
  2643. L 34.434361 82.00752
  2644. L 34.769195 83.914982
  2645. L 35.104028 83.264603
  2646. L 35.438862 83.418507
  2647. L 36.108529 87.506475
  2648. L 36.443362 86.157882
  2649. L 36.778196 85.574057
  2650. L 37.113029 85.830168
  2651. L 37.447863 86.664162
  2652. L 37.782696 85.691416
  2653. L 38.11753 86.01616
  2654. L 38.452363 82.029507
  2655. L 38.787197 85.072531
  2656. L 39.12203 82.418427
  2657. L 39.456863 85.014891
  2658. L 39.791697 84.626863
  2659. L 40.12653 85.997442
  2660. L 40.461364 85.675669
  2661. L 40.796197 86.334664
  2662. L 41.131031 86.003978
  2663. L 41.800698 81.685748
  2664. L 42.135531 82.183114
  2665. L 42.470365 82.227086
  2666. L 42.805198 83.068806
  2667. L 43.140032 83.048899
  2668. L 43.474865 86.161448
  2669. L 43.809699 86.453509
  2670. L 44.144532 87.748028
  2671. L 44.814199 85.334881
  2672. L 45.149033 81.325945
  2673. L 45.483866 82.644826
  2674. L 45.8187 81.23592
  2675. L 46.488367 82.027427
  2676. L 46.8232 80.909393
  2677. L 47.158034 82.992745
  2678. L 47.492867 83.980643
  2679. L 47.827701 86.288315
  2680. L 48.162534 84.951012
  2681. L 48.497368 82.608281
  2682. L 48.832201 81.671486
  2683. L 49.167034 81.656036
  2684. L 49.501868 83.182005
  2685. L 49.836701 83.484466
  2686. L 50.171535 84.28964
  2687. L 50.506368 85.461451
  2688. L 50.841202 85.88038
  2689. L 51.176035 84.204072
  2690. L 51.510869 84.286966
  2691. L 51.845702 82.520039
  2692. L 52.180536 82.228572
  2693. L 52.850203 84.674995
  2694. L 53.185036 85.308735
  2695. L 53.51987 82.588969
  2696. L 53.854703 82.915793
  2697. L 54.189537 82.262443
  2698. L 54.52437 84.597449
  2699. L 54.859204 85.204746
  2700. L 55.194037 86.367644
  2701. L 55.528871 85.660219
  2702. L 55.863704 83.768505
  2703. L 56.533371 85.418073
  2704. L 56.868205 84.474741
  2705. L 57.203038 83.050385
  2706. L 57.537872 82.864987
  2707. L 57.872705 82.346823
  2708. L 58.207539 80.914444
  2709. L 58.542372 80.732611
  2710. L 58.877206 81.359815
  2711. L 59.212039 83.561715
  2712. L 59.546872 81.058841
  2713. L 60.216539 84.850291
  2714. L 60.551373 80.821745
  2715. L 60.886206 81.977512
  2716. L 61.555873 81.514314
  2717. L 61.890707 80.644963
  2718. L 62.22554 82.081204
  2719. L 62.560374 82.454674
  2720. L 62.895207 80.037071
  2721. L 63.230041 80.999715
  2722. L 63.899708 80.627136
  2723. L 64.234541 80.120263
  2724. L 64.569375 81.803107
  2725. L 64.904208 82.070211
  2726. L 65.239042 82.510829
  2727. L 65.573875 83.934294
  2728. L 65.908709 82.164099
  2729. L 66.243542 81.259986
  2730. L 66.578376 79.452949
  2731. L 66.913209 80.608121
  2732. L 67.248043 80.114618
  2733. L 67.582876 82.444275
  2734. L 67.91771 76.62028
  2735. L 68.252543 79.452057
  2736. L 68.587377 79.517422
  2737. L 68.92221 80.940293
  2738. L 69.257043 79.885544
  2739. L 69.591877 80.961982
  2740. L 69.92671 83.370078
  2741. L 70.596377 79.474935
  2742. L 70.931211 78.597265
  2743. L 71.266044 77.384453
  2744. L 71.935711 78.722646
  2745. L 72.270545 78.212802
  2746. L 72.605378 79.32519
  2747. L 72.940212 79.502269
  2748. L 73.275045 78.738096
  2749. L 73.609879 80.222172
  2750. L 73.944712 75.202757
  2751. L 74.279546 75.294564
  2752. L 74.614379 78.722646
  2753. L 74.949213 77.788228
  2754. L 75.284046 78.362843
  2755. L 75.61888 80.602476
  2756. L 75.953713 81.544025
  2757. L 76.288547 79.43423
  2758. L 76.62338 79.354604
  2759. L 76.958214 77.381481
  2760. L 77.293047 81.07637
  2761. L 77.627881 80.824419
  2762. L 77.962714 78.355416
  2763. L 78.297548 81.005063
  2764. L 78.632381 80.847891
  2765. L 78.967215 78.686102
  2766. L 79.302048 82.349794
  2767. L 79.636881 79.829984
  2768. L 79.971715 78.732154
  2769. L 80.306548 81.387447
  2770. L 80.641382 79.769967
  2771. L 80.976215 81.517582
  2772. L 81.311049 81.330104
  2773. L 81.645882 83.068508
  2774. L 81.980716 81.944533
  2775. L 82.315549 79.435419
  2776. L 82.650383 80.757866
  2777. L 82.985216 80.455406
  2778. L 83.32005 82.116263
  2779. L 83.654883 78.114458
  2780. L 84.32455 78.000961
  2781. L 84.659384 79.074725
  2782. L 84.994217 78.129907
  2783. L 85.329051 79.455325
  2784. L 85.663884 80.234948
  2785. L 85.998718 79.244376
  2786. L 86.333551 78.911016
  2787. L 86.668385 80.226926
  2788. L 87.338052 77.02257
  2789. L 87.672885 80.437579
  2790. L 88.007719 78.681645
  2791. L 88.342552 77.898457
  2792. L 88.677386 78.347096
  2793. L 89.012219 81.495299
  2794. L 89.347052 78.13585
  2795. L 89.681886 77.527364
  2796. L 90.016719 79.529009
  2797. L 90.351553 76.875796
  2798. L 90.686386 78.139118
  2799. L 91.02122 75.167697
  2800. L 91.356053 76.114297
  2801. L 91.690887 76.274144
  2802. L 92.02572 77.224606
  2803. L 92.360554 77.721081
  2804. L 92.695387 77.996504
  2805. L 93.030221 79.560206
  2806. L 93.699888 78.07405
  2807. L 94.034721 77.641752
  2808. L 94.369555 77.856861
  2809. L 94.704388 77.117051
  2810. L 95.039222 79.107704
  2811. L 95.374055 77.765053
  2812. L 95.708889 77.75614
  2813. L 96.378556 76.80746
  2814. L 97.048223 80.469964
  2815. L 97.383056 80.441738
  2816. L 97.71789 80.568308
  2817. L 98.052723 79.879602
  2818. L 98.387557 77.237976
  2819. L 99.057224 80.617629
  2820. L 99.392057 79.159699
  2821. L 99.72689 79.444927
  2822. L 100.061724 77.98967
  2823. L 100.396557 81.046065
  2824. L 101.066224 76.2786
  2825. L 101.401058 74.411844
  2826. L 101.735891 77.247484
  2827. L 102.405558 78.760083
  2828. L 102.740392 80.324379
  2829. L 103.075225 78.821585
  2830. L 103.410059 80.23584
  2831. L 103.744892 79.904856
  2832. L 104.079726 79.828201
  2833. L 104.414559 77.258774
  2834. L 104.749393 77.100413
  2835. L 105.084226 78.002743
  2836. L 105.753893 76.260774
  2837. L 106.088727 77.32503
  2838. L 106.42356 74.575255
  2839. L 107.428061 79.954771
  2840. L 107.762894 80.599802
  2841. L 108.097728 81.615629
  2842. L 108.432561 78.033346
  2843. L 108.767395 78.784149
  2844. L 109.102228 77.823585
  2845. L 109.437061 76.388235
  2846. L 109.771895 76.494304
  2847. L 110.106728 78.473369
  2848. L 110.441562 78.928842
  2849. L 111.111229 80.098574
  2850. L 111.780896 77.993236
  2851. L 112.115729 78.851593
  2852. L 112.450563 78.713139
  2853. L 112.785396 80.592374
  2854. L 113.12023 79.020056
  2855. L 113.455063 80.596534
  2856. L 113.789897 80.28308
  2857. L 114.12473 79.144843
  2858. L 114.459564 78.667086
  2859. L 114.794397 76.434287
  2860. L 115.129231 80.659225
  2861. L 115.464064 80.651203
  2862. L 116.133731 77.501218
  2863. L 116.468565 79.264282
  2864. L 117.138232 79.947938
  2865. L 117.473065 79.484145
  2866. L 117.807899 81.523821
  2867. L 118.477566 78.753249
  2868. L 118.812399 79.351039
  2869. L 119.147233 79.48058
  2870. L 119.816899 79.596454
  2871. L 120.151733 81.305147
  2872. L 120.486566 80.608121
  2873. L 121.156233 76.650585
  2874. L 121.491067 77.224606
  2875. L 121.8259 77.131313
  2876. L 122.160734 78.746713
  2877. L 122.495567 74.890195
  2878. L 123.165234 79.324299
  2879. L 123.500068 75.440149
  2880. L 123.834901 77.305718
  2881. L 124.504568 74.801655
  2882. L 124.839402 72.910535
  2883. L 125.174235 78.342343
  2884. L 125.509069 77.722566
  2885. L 125.843902 77.654825
  2886. L 126.178736 77.446846
  2887. L 126.513569 76.733479
  2888. L 126.848403 75.216127
  2889. L 127.183236 79.405113
  2890. L 127.852903 78.214881
  2891. L 128.187737 81.173823
  2892. L 128.52257 80.577816
  2893. L 128.857404 81.839652
  2894. L 129.192237 77.308689
  2895. L 129.861904 78.694718
  2896. L 130.196737 76.505891
  2897. L 130.866404 80.950692
  2898. L 131.201238 77.581438
  2899. L 131.870905 82.452595
  2900. L 132.205738 78.771076
  2901. L 133.210239 74.100767
  2902. L 133.879906 81.13401
  2903. L 134.214739 82.48082
  2904. L 134.549573 82.741982
  2905. L 134.884406 83.278567
  2906. L 135.21924 82.147163
  2907. L 135.554073 79.40957
  2908. L 135.888907 79.888515
  2909. L 136.22374 78.986779
  2910. L 136.893407 80.964953
  2911. L 137.228241 82.416644
  2912. L 137.897908 83.146946
  2913. L 138.232741 81.482523
  2914. L 138.902408 79.63805
  2915. L 139.237242 79.406005
  2916. L 139.572075 79.349851
  2917. L 140.241742 83.261632
  2918. L 140.576575 83.277378
  2919. L 140.911409 81.987911
  2920. L 141.581076 77.855376
  2921. L 141.915909 79.203671
  2922. L 142.250743 82.158453
  2923. L 142.585576 83.041174
  2924. L 143.255243 79.48266
  2925. L 143.590077 80.018056
  2926. L 143.92491 79.445818
  2927. L 144.259744 80.234651
  2928. L 144.594577 80.136901
  2929. L 144.929411 79.260123
  2930. L 145.264244 81.063892
  2931. L 145.599078 80.327053
  2932. L 145.933911 81.065674
  2933. L 146.268745 79.214367
  2934. L 146.603578 78.958554
  2935. L 146.938412 78.392555
  2936. L 147.273245 79.881385
  2937. L 147.608079 79.987157
  2938. L 147.942912 81.605824
  2939. L 148.277746 79.612201
  2940. L 148.612579 80.921278
  2941. L 149.617079 75.990401
  2942. L 149.951913 77.609069
  2943. L 150.286746 76.24473
  2944. L 150.62158 76.363277
  2945. L 151.291247 77.718407
  2946. L 151.62608 78.106733
  2947. L 151.960914 75.486499
  2948. L 152.295747 79.757489
  2949. L 152.630581 77.655716
  2950. L 152.965414 77.676217
  2951. L 153.300248 78.210128
  2952. L 153.635081 78.064246
  2953. L 153.969915 77.332161
  2954. L 154.304748 75.455005
  2955. L 154.639582 74.877122
  2956. L 154.974415 76.412598
  2957. L 155.309249 75.860266
  2958. L 155.644082 76.428939
  2959. L 156.313749 73.74245
  2960. L 156.648583 73.778103
  2961. L 156.983416 74.137609
  2962. L 157.653083 79.598534
  2963. L 157.987917 79.072051
  2964. L 158.32275 76.808946
  2965. L 158.657584 77.70266
  2966. L 158.992417 75.895028
  2967. L 159.327251 73.368088
  2968. L 159.662084 72.81635
  2969. L 159.996917 71.872425
  2970. L 160.331751 73.021061
  2971. L 160.666584 72.0807
  2972. L 161.001418 75.676057
  2973. L 161.336251 74.54703
  2974. L 161.671085 71.84509
  2975. L 162.005918 75.979408
  2976. L 162.340752 75.746769
  2977. L 162.675585 75.003691
  2978. L 163.010419 76.204025
  2979. L 163.345252 79.29637
  2980. L 164.014919 77.359495
  2981. L 164.349753 77.472695
  2982. L 164.684586 78.577359
  2983. L 165.01942 79.126422
  2984. L 165.354253 78.407707
  2985. L 166.02392 80.476501
  2986. L 167.028421 77.894594
  2987. L 167.363254 79.550996
  2988. L 168.032921 76.972358
  2989. L 168.367755 77.049904
  2990. L 168.702588 78.967764
  2991. L 169.037422 78.233897
  2992. L 169.372255 79.988048
  2993. L 169.707088 79.566148
  2994. L 170.041922 77.053767
  2995. L 170.376755 77.069513
  2996. L 170.711589 74.207133
  2997. L 171.046422 77.097145
  2998. L 171.381256 74.757385
  2999. L 171.716089 75.717058
  3000. L 172.050923 73.765921
  3001. L 172.385756 77.342857
  3002. L 173.055423 79.88079
  3003. L 173.390257 77.21807
  3004. L 173.72509 77.987293
  3005. L 174.059924 77.024649
  3006. L 174.394757 73.780183
  3007. L 174.729591 76.965227
  3008. L 175.064424 76.613149
  3009. L 175.399258 78.585381
  3010. L 176.068925 80.753409
  3011. L 176.403758 76.258397
  3012. L 176.738592 74.418083
  3013. L 177.073425 75.893246
  3014. L 177.408259 75.763408
  3015. L 177.743092 74.512565
  3016. L 178.077926 76.965227
  3017. L 178.412759 76.549864
  3018. L 178.747593 77.120617
  3019. L 179.082426 77.137849
  3020. L 179.41726 74.125427
  3021. L 179.752093 74.60467
  3022. L 180.086926 73.750175
  3023. L 180.756593 69.872562
  3024. L 181.091427 70.598704
  3025. L 181.42626 72.677005
  3026. L 181.761094 74.027677
  3027. L 182.095927 76.7519
  3028. L 182.430761 75.408953
  3029. L 182.765594 76.253346
  3030. L 183.100428 76.116674
  3031. L 183.435261 76.289594
  3032. L 184.104928 72.683838
  3033. L 184.439762 74.14266
  3034. L 184.774595 71.245815
  3035. L 185.109429 73.272418
  3036. L 185.779096 75.507297
  3037. L 186.113929 74.110869
  3038. L 186.448763 75.886115
  3039. L 186.783596 76.253346
  3040. L 187.11843 75.376567
  3041. L 187.453263 76.534117
  3042. L 188.12293 70.459953
  3043. L 188.457764 69.740941
  3044. L 188.792597 70.614154
  3045. L 189.127431 72.264613
  3046. L 189.462264 75.630301
  3047. L 189.797097 73.955776
  3048. L 190.131931 75.373893
  3049. L 190.466764 77.975409
  3050. L 190.801598 76.34961
  3051. L 191.136431 75.839468
  3052. L 191.471265 78.299559
  3053. L 191.806098 74.863752
  3054. L 192.140932 76.03586
  3055. L 192.810599 75.9494
  3056. L 193.145432 73.298861
  3057. L 193.480266 74.428779
  3058. L 193.815099 76.3918
  3059. L 194.149933 75.965741
  3060. L 194.484766 76.371002
  3061. L 194.8196 77.385938
  3062. L 195.154433 73.768893
  3063. L 195.489267 75.627924
  3064. L 195.8241 74.669143
  3065. L 196.158934 76.506783
  3066. L 196.493767 76.835983
  3067. L 196.828601 75.356364
  3068. L 197.163434 78.478717
  3069. L 197.498268 75.064897
  3070. L 197.833101 75.755386
  3071. L 198.167935 75.939298
  3072. L 198.502768 74.796604
  3073. L 198.837602 76.958393
  3074. L 199.172435 77.175285
  3075. L 199.507269 75.952074
  3076. L 199.842102 75.239599
  3077. L 200.176935 75.90929
  3078. L 200.511769 75.488282
  3079. L 200.846602 76.363277
  3080. L 201.181436 79.052441
  3081. L 201.516269 80.420049
  3082. L 201.851103 80.826796
  3083. L 202.185936 78.596968
  3084. L 202.52077 78.95172
  3085. L 202.855603 81.418644
  3086. L 203.190437 80.924546
  3087. L 203.52527 78.677782
  3088. L 204.194937 82.729206
  3089. L 204.864604 83.587861
  3090. L 205.199438 85.363107
  3091. L 205.534271 82.014651
  3092. L 205.869105 84.572194
  3093. L 206.203938 80.212962
  3094. L 206.538772 78.639752
  3095. L 206.873605 79.867717
  3096. L 207.208439 78.899131
  3097. L 207.543272 78.453166
  3098. L 208.212939 80.253369
  3099. L 208.547773 79.147814
  3100. L 208.882606 80.632187
  3101. L 209.21744 81.340503
  3102. L 209.552273 79.734908
  3103. L 209.887106 82.152808
  3104. L 210.22194 80.595345
  3105. L 210.556773 78.126045
  3106. L 210.891607 73.558834
  3107. L 211.22644 76.255129
  3108. L 211.561274 74.875339
  3109. L 212.230941 77.588866
  3110. L 212.565774 81.100734
  3111. L 212.900608 82.101705
  3112. L 213.235441 81.307524
  3113. L 213.570275 79.936053
  3114. L 213.905108 81.514314
  3115. L 214.239942 78.978163
  3116. L 214.574775 78.899131
  3117. L 214.909609 75.673383
  3118. L 215.244442 77.76951
  3119. L 215.579276 80.842543
  3120. L 215.914109 81.333967
  3121. L 216.248943 82.168258
  3122. L 216.583776 80.54959
  3123. L 216.91861 82.403868
  3124. L 217.588277 79.085123
  3125. L 217.92311 78.195866
  3126. L 218.257944 79.786606
  3127. L 219.262444 80.729937
  3128. L 219.597278 80.043608
  3129. L 219.932111 82.465668
  3130. L 220.266944 80.98486
  3131. L 220.601778 82.828145
  3132. L 220.936611 77.372865
  3133. L 221.271445 80.885327
  3134. L 221.941112 75.318333
  3135. L 222.275945 78.134364
  3136. L 222.610779 78.281732
  3137. L 222.945612 79.987157
  3138. L 223.280446 80.401628
  3139. L 223.615279 80.32735
  3140. L 223.950113 79.769076
  3141. L 224.284946 78.017896
  3142. L 224.61978 78.690855
  3143. L 224.954613 77.666412
  3144. L 225.289447 75.783611
  3145. L 225.62428 76.233142
  3146. L 225.959114 75.408061
  3147. L 226.628781 74.495332
  3148. L 226.963614 78.582409
  3149. L 227.633281 82.413376
  3150. L 227.968115 82.088929
  3151. L 228.302948 82.531032
  3152. L 228.637782 80.713596
  3153. L 228.972615 82.077639
  3154. L 229.307449 78.500109
  3155. L 229.642282 77.535386
  3156. L 230.311949 79.17812
  3157. L 230.646782 79.739068
  3158. L 230.981616 78.82931
  3159. L 231.316449 81.848565
  3160. L 231.651283 81.388338
  3161. L 231.986116 79.53822
  3162. L 232.32095 79.268739
  3163. L 232.655783 79.157025
  3164. L 233.32545 75.428562
  3165. L 233.660284 76.724566
  3166. L 233.995117 76.075673
  3167. L 234.329951 76.328812
  3168. L 234.999618 79.774127
  3169. L 235.334451 78.489413
  3170. L 235.669285 81.758243
  3171. L 236.004118 81.371403
  3172. L 236.338952 80.092631
  3173. L 236.673785 81.303958
  3174. L 237.008619 79.372431
  3175. L 237.343452 80.131256
  3176. L 237.678286 79.226252
  3177. L 238.013119 79.775315
  3178. L 238.347953 82.160533
  3179. L 238.682786 79.601505
  3180. L 239.01762 80.898697
  3181. L 239.352453 80.048956
  3182. L 239.687287 79.931299
  3183. L 240.02212 78.948155
  3184. L 240.691787 78.730371
  3185. L 241.02662 75.496007
  3186. L 241.361454 76.250672
  3187. L 241.696287 75.123725
  3188. L 242.031121 75.198003
  3189. L 242.365954 77.824773
  3190. L 243.035621 79.728966
  3191. L 243.705288 82.980266
  3192. L 244.040122 82.345931
  3193. L 244.374955 83.434551
  3194. L 244.709789 82.312952
  3195. L 245.044622 83.466342
  3196. L 245.379456 83.524576
  3197. L 245.714289 80.907611
  3198. L 246.049123 79.788388
  3199. L 246.383956 82.50251
  3200. L 246.71879 81.333372
  3201. L 247.053623 82.253232
  3202. L 247.388457 83.96965
  3203. L 247.72329 84.852965
  3204. L 248.058124 82.214013
  3205. L 248.392957 82.80081
  3206. L 248.727791 80.058166
  3207. L 249.062624 83.525467
  3208. L 249.397458 84.553476
  3209. L 249.732291 81.041905
  3210. L 250.067124 81.794788
  3211. L 250.401958 82.091603
  3212. L 250.736791 80.976541
  3213. L 251.071625 82.549453
  3214. L 251.406458 82.442196
  3215. L 251.741292 83.465748
  3216. L 252.076125 83.38523
  3217. L 252.410959 84.126823
  3218. L 253.080626 79.874551
  3219. L 253.415459 82.031289
  3220. L 253.750293 80.501458
  3221. L 254.41996 82.365838
  3222. L 254.754793 82.173012
  3223. L 255.089627 81.666435
  3224. L 255.42446 82.494487
  3225. L 256.094127 82.982346
  3226. L 256.428961 81.919278
  3227. L 256.763794 82.028912
  3228. L 257.098628 85.057378
  3229. L 257.433461 83.247964
  3230. L 257.768295 82.7298
  3231. L 258.103128 82.463885
  3232. L 258.772795 82.443681
  3233. L 259.107629 86.130845
  3234. L 259.442462 85.817392
  3235. L 259.777296 83.543888
  3236. L 260.112129 86.233943
  3237. L 260.446962 85.452835
  3238. L 260.781796 84.343715
  3239. L 261.116629 84.565063
  3240. L 261.451463 83.628565
  3241. L 261.786296 83.785441
  3242. L 262.12113 84.071263
  3243. L 262.455963 85.511663
  3244. L 262.790797 84.285778
  3245. L 263.12563 85.574057
  3246. L 263.795297 78.734234
  3247. L 264.464964 81.988505
  3248. L 264.799798 83.150511
  3249. L 265.134631 81.581758
  3250. L 265.469465 80.672
  3251. L 265.804298 82.684342
  3252. L 266.139132 85.653386
  3253. L 266.473965 85.580296
  3254. L 266.808799 82.831116
  3255. L 267.143632 85.878003
  3256. L 267.478466 83.005818
  3257. L 267.813299 84.020159
  3258. L 268.148133 83.610441
  3259. L 268.482966 83.801485
  3260. L 268.8178 84.466422
  3261. L 269.152633 83.213202
  3262. L 269.487467 81.286429
  3263. L 269.8223 81.84708
  3264. L 270.157133 85.823631
  3265. L 270.491967 83.254798
  3266. L 270.8268 83.855559
  3267. L 271.161634 82.367621
  3268. L 271.496467 83.143381
  3269. L 271.831301 80.337155
  3270. L 272.166134 83.60747
  3271. L 272.500968 83.064349
  3272. L 272.835801 83.529924
  3273. L 273.170635 82.474284
  3274. L 273.505468 84.194267
  3275. L 274.175135 80.016868
  3276. L 274.509969 80.122937
  3277. L 274.844802 80.992288
  3278. L 275.179636 80.768562
  3279. L 275.514469 77.914204
  3280. L 275.849303 80.354982
  3281. L 276.51897 80.557315
  3282. L 276.853803 78.160807
  3283. L 277.188637 80.269413
  3284. L 277.858304 82.317706
  3285. L 278.193137 83.729286
  3286. L 278.527971 82.219361
  3287. L 278.862804 80.041231
  3288. L 279.197638 80.184736
  3289. L 279.532471 83.796137
  3290. L 279.867305 82.610956
  3291. L 280.202138 81.857776
  3292. L 280.536971 83.436334
  3293. L 280.871805 81.334858
  3294. L 281.206638 83.615492
  3295. L 281.541472 80.843731
  3296. L 281.876305 83.532004
  3297. L 282.211139 82.673646
  3298. L 282.880806 77.626005
  3299. L 283.215639 81.439144
  3300. L 283.550473 83.30709
  3301. L 283.885306 83.576868
  3302. L 284.22014 84.540403
  3303. L 284.889807 82.239862
  3304. L 285.22464 82.241942
  3305. L 285.559474 81.470341
  3306. L 285.894307 81.404679
  3307. L 286.229141 83.757215
  3308. L 286.563974 83.164179
  3309. L 286.898808 81.809346
  3310. L 287.233641 84.393332
  3311. L 287.568475 84.029073
  3312. L 288.238142 80.543648
  3313. L 288.572975 80.212071
  3314. L 288.907809 79.263985
  3315. L 289.242642 82.350982
  3316. L 289.577476 82.551236
  3317. L 289.912309 83.481792
  3318. L 290.247142 83.023645
  3319. L 290.581976 81.693473
  3320. L 290.916809 81.240079
  3321. L 291.251643 82.335532
  3322. L 291.586476 79.44968
  3323. L 291.92131 81.032992
  3324. L 292.256143 81.671189
  3325. L 292.590977 81.107864
  3326. L 292.92581 82.111213
  3327. L 293.260644 79.936053
  3328. L 293.595477 81.927597
  3329. L 293.930311 81.895212
  3330. L 294.265144 81.56304
  3331. L 294.599978 79.31182
  3332. L 295.269645 79.291022
  3333. L 295.604478 80.564149
  3334. L 295.939312 82.305227
  3335. L 296.274145 81.513423
  3336. L 296.608979 81.955229
  3337. L 296.943812 83.173983
  3338. L 297.278646 81.477769
  3339. L 297.613479 82.403868
  3340. L 297.948313 80.108081
  3341. L 298.283146 80.726075
  3342. L 298.61798 80.160373
  3343. L 298.952813 82.89856
  3344. L 299.287647 82.495379
  3345. L 299.62248 82.396143
  3346. L 299.957314 83.123771
  3347. L 300.292147 81.371403
  3348. L 300.62698 82.822202
  3349. L 300.961814 82.732474
  3350. L 301.296647 82.853993
  3351. L 301.631481 80.135416
  3352. L 301.966314 81.903531
  3353. L 302.301148 80.95812
  3354. L 302.635981 81.228195
  3355. L 302.970815 83.498727
  3356. L 303.305648 81.523524
  3357. L 303.640482 83.103865
  3358. L 303.975315 80.217716
  3359. L 304.310149 82.933322
  3360. L 304.644982 78.445144
  3361. L 304.979816 77.440607
  3362. L 305.314649 79.026592
  3363. L 305.649483 79.976163
  3364. L 305.984316 80.22039
  3365. L 306.31915 81.991179
  3366. L 306.653983 81.129553
  3367. L 306.988817 81.096574
  3368. L 307.32365 79.104436
  3369. L 307.658484 76.110732
  3370. L 307.993317 79.364112
  3371. L 308.328151 78.463267
  3372. L 308.662984 79.121668
  3373. L 308.997818 80.28308
  3374. L 309.332651 80.966439
  3375. L 309.667485 78.023244
  3376. L 310.002318 79.164452
  3377. L 310.337151 79.784229
  3378. L 310.671985 78.938053
  3379. L 311.006818 76.013279
  3380. L 311.341652 75.266933
  3381. L 311.676485 75.242867
  3382. L 312.011319 74.025895
  3383. L 312.346152 75.313282
  3384. L 313.015819 78.72027
  3385. L 313.350653 79.934865
  3386. L 313.685486 79.875442
  3387. L 314.02032 81.687828
  3388. L 314.355153 78.777909
  3389. L 314.689987 78.744039
  3390. L 315.02482 77.550835
  3391. L 315.359654 75.908398
  3392. L 315.694487 78.861398
  3393. L 316.029321 79.499892
  3394. L 316.364154 81.646232
  3395. L 316.698988 79.410164
  3396. L 317.033821 80.729343
  3397. L 317.368655 79.727777
  3398. L 317.703488 79.967844
  3399. L 318.038322 78.078507
  3400. L 318.373155 78.013736
  3401. L 318.707989 77.267093
  3402. L 319.042822 77.114675
  3403. L 319.377656 76.626519
  3404. L 319.712489 78.640643
  3405. L 320.047323 77.347611
  3406. L 320.382156 78.178337
  3407. L 320.716989 78.046122
  3408. L 321.051823 76.954828
  3409. L 321.386656 73.846142
  3410. L 321.72149 74.948131
  3411. L 322.056323 75.098173
  3412. L 322.391157 76.162132
  3413. L 322.72599 76.456571
  3414. L 323.060824 79.07829
  3415. L 323.395657 80.716567
  3416. L 323.730491 77.556778
  3417. L 324.734991 73.926956
  3418. L 325.069825 76.179959
  3419. L 325.404658 76.139552
  3420. L 325.739492 74.354501
  3421. L 326.074325 78.917849
  3422. L 326.409159 77.578467
  3423. L 326.743992 77.427534
  3424. L 327.078826 74.894948
  3425. L 327.413659 73.809597
  3426. L 327.748493 74.093339
  3427. L 328.083326 73.547841
  3428. L 328.41816 76.04507
  3429. L 328.752993 75.396771
  3430. L 329.087827 76.127667
  3431. L 329.42266 75.097876
  3432. L 329.757494 75.270795
  3433. L 330.092327 75.006068
  3434. L 330.42716 73.787016
  3435. L 330.761994 73.866048
  3436. L 331.096827 74.62933
  3437. L 331.431661 74.550595
  3438. L 331.766494 74.334
  3439. L 332.436161 75.003097
  3440. L 332.770995 74.8896
  3441. L 333.105828 76.726052
  3442. L 333.440662 75.379241
  3443. L 333.775495 77.978974
  3444. L 334.110329 76.940567
  3445. L 334.445162 77.190438
  3446. L 334.779996 74.691129
  3447. L 335.114829 75.254751
  3448. L 335.449663 74.178908
  3449. L 335.784496 76.374568
  3450. L 336.11933 73.54071
  3451. L 336.454163 74.456411
  3452. L 336.788997 76.097956
  3453. L 337.12383 78.967467
  3454. L 337.458664 78.372648
  3455. L 337.793497 78.382156
  3456. L 338.128331 77.890435
  3457. L 338.463164 74.682513
  3458. L 338.797998 73.461381
  3459. L 339.132831 72.770001
  3460. L 339.467665 75.078267
  3461. L 339.802498 75.178393
  3462. L 340.137332 76.219475
  3463. L 340.472165 78.455542
  3464. L 340.806998 76.35169
  3465. L 341.476665 74.583277
  3466. L 341.811499 75.371219
  3467. L 342.146332 74.997452
  3468. L 342.481166 76.247404
  3469. L 342.815999 75.945538
  3470. L 343.485666 80.634267
  3471. L 344.155333 72.65383
  3472. L 344.490167 72.415546
  3473. L 344.825 74.448388
  3474. L 345.159834 74.070164
  3475. L 345.494667 74.800764
  3476. L 345.829501 73.067707
  3477. L 346.164334 74.562183
  3478. L 346.499168 72.312151
  3479. L 347.503668 72.819322
  3480. L 347.838502 73.406416
  3481. L 348.173335 72.597082
  3482. L 348.508169 73.136043
  3483. L 348.843002 74.753226
  3484. L 349.177836 74.037185
  3485. L 349.512669 72.648482
  3486. L 349.847503 72.751877
  3487. L 350.182336 72.980356
  3488. L 350.517169 75.819265
  3489. L 350.852003 73.766219
  3490. L 351.52167 75.79401
  3491. L 351.856503 75.085397
  3492. L 352.191337 73.039779
  3493. L 352.52617 73.210916
  3494. L 353.195837 73.319362
  3495. L 353.530671 73.699665
  3496. L 353.865504 74.672114
  3497. L 354.200338 74.675382
  3498. L 354.535171 76.919769
  3499. L 354.870005 74.9719
  3500. L 355.204838 75.353987
  3501. L 355.539672 75.517399
  3502. L 355.874505 75.026569
  3503. L 356.209339 72.958964
  3504. L 356.544172 72.230742
  3505. L 356.879006 72.138934
  3506. L 357.213839 71.655533
  3507. L 357.548673 71.614531
  3508. L 357.883506 69.286656
  3509. L 358.21834 72.362066
  3510. L 358.553173 72.879041
  3511. L 358.888007 74.541979
  3512. L 359.557674 70.884526
  3513. L 359.892507 72.819322
  3514. L 360.227341 73.431076
  3515. L 360.562174 72.66512
  3516. L 360.897007 74.465918
  3517. L 361.566674 73.771567
  3518. L 361.901508 75.538494
  3519. L 362.571175 75.757465
  3520. L 363.240842 72.934007
  3521. L 363.575675 72.474671
  3522. L 363.910509 70.795392
  3523. L 364.245342 69.957536
  3524. L 364.580176 73.910021
  3525. L 364.915009 75.799358
  3526. L 365.249843 78.905073
  3527. L 365.584676 80.583758
  3528. L 365.91951 80.444412
  3529. L 366.254343 78.586569
  3530. L 366.589177 77.957582
  3531. L 366.92401 75.359038
  3532. L 367.258844 74.502166
  3533. L 367.593677 74.90505
  3534. L 367.928511 77.569554
  3535. L 368.263344 77.195192
  3536. L 368.933011 83.660059
  3537. L 369.267845 82.539054
  3538. L 369.602678 82.361084
  3539. L 369.937512 80.223361
  3540. L 370.272345 80.323191
  3541. L 370.607178 76.97622
  3542. L 370.942012 75.482339
  3543. L 371.276845 75.291593
  3544. L 371.611679 74.743718
  3545. L 371.946512 76.035563
  3546. L 372.281346 74.747878
  3547. L 372.281346 74.747878
  3548. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  3549. </g>
  3550. <g id="text_7">
  3551. <g id="patch_9">
  3552. <path d="M 18.697188 81.286572
  3553. L 44.787188 81.286572
  3554. Q 47.187188 81.286572 47.187188 78.886572
  3555. L 47.187188 71.144072
  3556. Q 47.187188 68.744072 44.787188 68.744072
  3557. L 18.697188 68.744072
  3558. Q 16.297188 68.744072 16.297188 71.144072
  3559. L 16.297188 78.886572
  3560. Q 16.297188 81.286572 18.697188 81.286572
  3561. z
  3562. " style="fill:#ffffff;opacity:0.8;"/>
  3563. </g>
  3564. <!-- GSWM -->
  3565. <defs>
  3566. <path d="M 3.328125 72.90625
  3567. L 13.28125 72.90625
  3568. L 28.609375 11.28125
  3569. L 43.890625 72.90625
  3570. L 54.984375 72.90625
  3571. L 70.3125 11.28125
  3572. L 85.59375 72.90625
  3573. L 95.609375 72.90625
  3574. L 77.296875 0
  3575. L 64.890625 0
  3576. L 49.515625 63.28125
  3577. L 33.984375 0
  3578. L 21.578125 0
  3579. z
  3580. " id="DejaVuSans-57"/>
  3581. <path d="M 9.8125 72.90625
  3582. L 24.515625 72.90625
  3583. L 43.109375 23.296875
  3584. L 61.8125 72.90625
  3585. L 76.515625 72.90625
  3586. L 76.515625 0
  3587. L 66.890625 0
  3588. L 66.890625 64.015625
  3589. L 48.09375 14.015625
  3590. L 38.1875 14.015625
  3591. L 19.390625 64.015625
  3592. L 19.390625 0
  3593. L 9.8125 0
  3594. z
  3595. " id="DejaVuSans-4d"/>
  3596. </defs>
  3597. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  3598. <use xlink:href="#DejaVuSans-47"/>
  3599. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  3600. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  3601. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  3602. </g>
  3603. </g>
  3604. <g id="text_8">
  3605. <g id="patch_10">
  3606. <path d="M 280.129663 78.150947
  3607. L 365.209663 78.150947
  3608. Q 366.409663 78.150947 366.409663 76.950947
  3609. L 366.409663 73.079697
  3610. Q 366.409663 71.879697 365.209663 71.879697
  3611. L 280.129663 71.879697
  3612. Q 278.929663 71.879697 278.929663 73.079697
  3613. L 278.929663 76.950947
  3614. Q 278.929663 78.150947 280.129663 78.150947
  3615. z
  3616. " style="fill:#ffffff;opacity:0.8;"/>
  3617. </g>
  3618. <!-- max: 689.046 $\bullet$ mean: 686.993 $\bullet$ $\sigma$: 0.727 -->
  3619. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  3620. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3621. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3622. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3623. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3624. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3625. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  3626. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
  3627. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-39"/>
  3628. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3629. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
  3630. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-34"/>
  3631. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-36"/>
  3632. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  3633. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3634. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  3635. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3636. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  3637. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  3638. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3639. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3640. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  3641. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  3642. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-38"/>
  3643. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-36"/>
  3644. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3645. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-39"/>
  3646. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-39"/>
  3647. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-33"/>
  3648. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3649. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3650. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  3651. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3652. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3653. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  3654. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-30"/>
  3655. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3656. <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-37"/>
  3657. <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-32"/>
  3658. <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-37"/>
  3659. </g>
  3660. </g>
  3661. <g id="text_9">
  3662. <!-- 688.20 -->
  3663. <g style="fill:#d3d3d3;" transform="translate(7.2 74.253956)scale(0.03 -0.03)">
  3664. <use xlink:href="#DejaVuSans-36"/>
  3665. <use x="63.623047" xlink:href="#DejaVuSans-38"/>
  3666. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  3667. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3668. <use x="222.65625" xlink:href="#DejaVuSans-32"/>
  3669. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3670. </g>
  3671. </g>
  3672. </g>
  3673. <g id="axes_4">
  3674. <g id="patch_11">
  3675. <path d="M 18.697188 120.573696
  3676. L 372.281346 120.573696
  3677. L 372.281346 95.026944
  3678. L 18.697188 95.026944
  3679. z
  3680. " style="fill:#ffffff;"/>
  3681. </g>
  3682. <g id="matplotlib.axis_7">
  3683. <g id="xtick_19"/>
  3684. <g id="xtick_20"/>
  3685. <g id="xtick_21"/>
  3686. <g id="xtick_22"/>
  3687. <g id="xtick_23"/>
  3688. <g id="xtick_24"/>
  3689. </g>
  3690. <g id="matplotlib.axis_8"/>
  3691. <g id="line2d_7">
  3692. <path clip-path="url(#pc9cb417c10)" d="M 18.697188 105.007426
  3693. L 372.281346 105.007426
  3694. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  3695. </g>
  3696. <g id="line2d_8">
  3697. <path clip-path="url(#pc9cb417c10)" d="M 19.032021 107.104888
  3698. L 19.366854 109.019131
  3699. L 19.701688 106.102563
  3700. L 20.036521 101.227557
  3701. L 20.371355 101.882102
  3702. L 20.706188 102.277678
  3703. L 21.041022 104.778886
  3704. L 21.710689 111.243181
  3705. L 22.045522 110.671515
  3706. L 22.380356 108.130712
  3707. L 22.715189 109.868328
  3708. L 23.050023 109.852577
  3709. L 23.384856 112.306555
  3710. L 23.71969 109.665955
  3711. L 24.054523 105.589169
  3712. L 24.389357 105.250501
  3713. L 25.059024 110.052338
  3714. L 25.393857 106.326452
  3715. L 25.728691 109.020295
  3716. L 26.063524 107.965295
  3717. L 26.398358 109.715629
  3718. L 26.733191 109.020068
  3719. L 27.068025 111.491079
  3720. L 27.402858 107.491495
  3721. L 27.737692 108.52748
  3722. L 28.072525 108.994242
  3723. L 28.407359 110.274038
  3724. L 28.742192 112.426958
  3725. L 29.077025 111.365739
  3726. L 29.411859 107.366097
  3727. L 29.746692 108.912922
  3728. L 30.081526 109.669504
  3729. L 30.416359 110.788907
  3730. L 30.751193 112.352311
  3731. L 31.42086 109.603316
  3732. L 31.755693 107.165342
  3733. L 32.090527 110.417175
  3734. L 32.42536 111.056362
  3735. L 33.095027 110.154145
  3736. L 33.429861 110.195871
  3737. L 33.764694 110.052023
  3738. L 34.099528 108.492
  3739. L 34.434361 108.613567
  3740. L 34.769195 107.104973
  3741. L 35.104028 110.783997
  3742. L 35.438862 106.150416
  3743. L 36.108529 109.687244
  3744. L 36.443362 111.898406
  3745. L 36.778196 109.915927
  3746. L 37.113029 109.625112
  3747. L 37.447863 110.9648
  3748. L 37.782696 111.515261
  3749. L 38.11753 111.511515
  3750. L 38.787197 106.938449
  3751. L 39.12203 108.142433
  3752. L 39.456863 111.374851
  3753. L 39.791697 111.559538
  3754. L 40.12653 112.299318
  3755. L 40.461364 109.943659
  3756. L 40.796197 110.729418
  3757. L 41.131031 107.312766
  3758. L 41.465864 108.878948
  3759. L 41.800698 107.684471
  3760. L 42.470365 109.767285
  3761. L 42.805198 110.823165
  3762. L 43.140032 108.588985
  3763. L 43.474865 104.917341
  3764. L 43.809699 110.440447
  3765. L 44.144532 112.350863
  3766. L 44.479366 109.508374
  3767. L 44.814199 108.482692
  3768. L 45.149033 107.086181
  3769. L 45.483866 109.083675
  3770. L 45.8187 108.402366
  3771. L 46.153533 106.86011
  3772. L 46.488367 110.501019
  3773. L 46.8232 109.026484
  3774. L 47.158034 109.92691
  3775. L 47.492867 111.343969
  3776. L 47.827701 111.649371
  3777. L 48.162534 111.801819
  3778. L 48.497368 111.103535
  3779. L 48.832201 108.612318
  3780. L 49.167034 109.771911
  3781. L 49.501868 113.09226
  3782. L 49.836701 113.090043
  3783. L 50.171535 110.723314
  3784. L 50.506368 111.340735
  3785. L 50.841202 110.926366
  3786. L 51.176035 109.288829
  3787. L 51.510869 112.70585
  3788. L 51.845702 113.501685
  3789. L 52.180536 110.764156
  3790. L 52.515369 112.112215
  3791. L 52.850203 108.785427
  3792. L 53.185036 110.429832
  3793. L 53.51987 109.926968
  3794. L 54.189537 114.592933
  3795. L 54.52437 112.833744
  3796. L 54.859204 112.551956
  3797. L 55.194037 112.917845
  3798. L 55.528871 111.003826
  3799. L 55.863704 108.136529
  3800. L 56.198538 109.571612
  3801. L 56.533371 109.875792
  3802. L 56.868205 109.980725
  3803. L 57.203038 104.859607
  3804. L 57.537872 106.657284
  3805. L 57.872705 109.46838
  3806. L 58.207539 110.581598
  3807. L 58.542372 109.171296
  3808. L 58.877206 107.086976
  3809. L 59.212039 108.583792
  3810. L 59.546872 105.509328
  3811. L 59.881706 107.52981
  3812. L 60.216539 108.280772
  3813. L 60.551373 107.972901
  3814. L 61.22104 110.773299
  3815. L 61.555873 108.923935
  3816. L 62.22554 109.659797
  3817. L 62.560374 108.655543
  3818. L 63.230041 104.896109
  3819. L 63.564874 109.575726
  3820. L 63.899708 107.493965
  3821. L 64.569375 110.956568
  3822. L 64.904208 110.839941
  3823. L 65.239042 108.872079
  3824. L 65.573875 109.381728
  3825. L 66.243542 110.792483
  3826. L 66.578376 110.24452
  3827. L 66.913209 107.478749
  3828. L 67.248043 108.377731
  3829. L 67.582876 108.143455
  3830. L 67.91771 110.306168
  3831. L 68.252543 107.32829
  3832. L 68.92221 111.387908
  3833. L 69.257043 106.777034
  3834. L 69.591877 108.766865
  3835. L 70.261544 111.170235
  3836. L 70.931211 106.59819
  3837. L 71.266044 106.406235
  3838. L 71.600878 105.980488
  3839. L 71.935711 106.060303
  3840. L 72.270545 105.593967
  3841. L 72.605378 106.492265
  3842. L 72.940212 105.037855
  3843. L 73.275045 105.686581
  3844. L 73.944712 108.795615
  3845. L 74.279546 108.07616
  3846. L 74.614379 105.997433
  3847. L 74.949213 109.658944
  3848. L 75.61888 103.027903
  3849. L 75.953713 105.767471
  3850. L 76.288547 107.500776
  3851. L 76.62338 105.126352
  3852. L 76.958214 107.045538
  3853. L 77.293047 110.000878
  3854. L 77.627881 109.700213
  3855. L 78.297548 108.330158
  3856. L 78.632381 108.283868
  3857. L 78.967215 112.377288
  3858. L 79.302048 109.77458
  3859. L 79.636881 109.721844
  3860. L 79.971715 109.34097
  3861. L 80.306548 109.304867
  3862. L 80.641382 112.266876
  3863. L 80.976215 111.497379
  3864. L 81.311049 111.878027
  3865. L 81.645882 109.979223
  3866. L 81.980716 109.080583
  3867. L 82.315549 110.522362
  3868. L 82.650383 108.801604
  3869. L 82.985216 110.144864
  3870. L 83.32005 110.316954
  3871. L 83.654883 112.490846
  3872. L 83.989717 109.56071
  3873. L 84.32455 109.399183
  3874. L 84.659384 111.463858
  3875. L 84.994217 108.359169
  3876. L 85.329051 108.012353
  3877. L 85.663884 108.425642
  3878. L 85.998718 109.4075
  3879. L 86.333551 108.497704
  3880. L 86.668385 106.077274
  3881. L 87.003218 109.283636
  3882. L 87.338052 107.154501
  3883. L 87.672885 110.188349
  3884. L 88.007719 111.531637
  3885. L 88.342552 111.037289
  3886. L 88.677386 109.620372
  3887. L 89.012219 110.541777
  3888. L 89.347052 109.061821
  3889. L 89.681886 108.432622
  3890. L 90.016719 108.083225
  3891. L 90.351553 108.277991
  3892. L 90.686386 107.309785
  3893. L 91.02122 107.04165
  3894. L 91.356053 107.671045
  3895. L 91.690887 106.0844
  3896. L 92.02572 109.147283
  3897. L 92.360554 109.672428
  3898. L 92.695387 106.531037
  3899. L 93.030221 108.97142
  3900. L 93.365054 110.070389
  3901. L 93.699888 109.753974
  3902. L 94.034721 107.081386
  3903. L 94.704388 108.781651
  3904. L 95.039222 105.414443
  3905. L 95.374055 110.198737
  3906. L 95.708889 108.409915
  3907. L 96.043722 105.069502
  3908. L 96.378556 103.589461
  3909. L 96.713389 108.453059
  3910. L 97.048223 109.918113
  3911. L 97.383056 108.155717
  3912. L 97.71789 107.931717
  3913. L 98.052723 107.559358
  3914. L 98.387557 110.701064
  3915. L 98.72239 110.765747
  3916. L 99.057224 109.510502
  3917. L 99.392057 109.164539
  3918. L 100.061724 111.168533
  3919. L 100.396557 106.0089
  3920. L 101.066224 101.245269
  3921. L 101.401058 101.921896
  3922. L 101.735891 106.588229
  3923. L 102.070725 103.797708
  3924. L 102.405558 106.540687
  3925. L 102.740392 106.386283
  3926. L 103.075225 107.372881
  3927. L 103.410059 104.601917
  3928. L 103.744892 108.305723
  3929. L 104.079726 109.858962
  3930. L 104.414559 108.062477
  3931. L 104.749393 109.268335
  3932. L 105.084226 113.048463
  3933. L 105.41906 112.929055
  3934. L 105.753893 110.181396
  3935. L 106.088727 104.559626
  3936. L 106.42356 108.303879
  3937. L 106.758394 104.957188
  3938. L 107.093227 108.672065
  3939. L 107.428061 110.434404
  3940. L 107.762894 111.18207
  3941. L 109.102228 107.688701
  3942. L 109.437061 107.385397
  3943. L 109.771895 106.224046
  3944. L 110.106728 107.571136
  3945. L 110.441562 108.399243
  3946. L 110.776395 107.699856
  3947. L 111.111229 108.438953
  3948. L 111.446062 106.270735
  3949. L 111.780896 109.613987
  3950. L 112.115729 110.975641
  3951. L 112.450563 110.269781
  3952. L 112.785396 108.879174
  3953. L 113.12023 109.237115
  3954. L 113.455063 107.352076
  3955. L 113.789897 110.411213
  3956. L 114.12473 110.02211
  3957. L 114.459564 110.823649
  3958. L 114.794397 110.410617
  3959. L 115.129231 109.470028
  3960. L 115.464064 107.692531
  3961. L 115.798898 106.842827
  3962. L 116.133731 107.503557
  3963. L 116.468565 113.071823
  3964. L 116.803398 112.861675
  3965. L 117.138232 111.340562
  3966. L 117.473065 111.756148
  3967. L 117.807899 109.124549
  3968. L 118.142732 111.492185
  3969. L 118.812399 108.509029
  3970. L 119.147233 107.664887
  3971. L 119.482066 107.162222
  3972. L 119.816899 107.330049
  3973. L 120.151733 110.863812
  3974. L 120.486566 110.387484
  3975. L 120.8214 106.844018
  3976. L 121.156233 108.805522
  3977. L 121.491067 109.34798
  3978. L 121.8259 108.41474
  3979. L 122.160734 107.950167
  3980. L 122.495567 105.768209
  3981. L 122.830401 104.53922
  3982. L 123.165234 109.479593
  3983. L 123.500068 105.128057
  3984. L 123.834901 105.783309
  3985. L 124.169735 107.958254
  3986. L 124.504568 109.003523
  3987. L 124.839402 109.134567
  3988. L 125.174235 108.594406
  3989. L 125.509069 103.785277
  3990. L 125.843902 104.993122
  3991. L 126.178736 106.920452
  3992. L 126.848403 113.156489
  3993. L 127.183236 108.912357
  3994. L 127.51807 112.066662
  3995. L 127.852903 112.303774
  3996. L 128.187737 108.750059
  3997. L 128.52257 110.630304
  3998. L 128.857404 111.048556
  3999. L 129.192237 111.261658
  4000. L 129.52707 108.385449
  4001. L 129.861904 107.619758
  4002. L 130.196737 108.309299
  4003. L 130.531571 108.260508
  4004. L 130.866404 108.662811
  4005. L 131.201238 109.967215
  4006. L 131.536071 108.610586
  4007. L 131.870905 111.323732
  4008. L 132.205738 108.061512
  4009. L 132.540572 106.139461
  4010. L 132.875405 106.034869
  4011. L 133.210239 106.417164
  4012. L 133.545072 108.726756
  4013. L 133.879906 108.589496
  4014. L 134.214739 111.797049
  4015. L 134.549573 108.062196
  4016. L 134.884406 110.161924
  4017. L 135.21924 109.799669
  4018. L 135.554073 105.806896
  4019. L 135.888907 106.654276
  4020. L 136.22374 105.401413
  4021. L 136.558574 108.046131
  4022. L 136.893407 108.095686
  4023. L 137.228241 110.434089
  4024. L 137.563074 109.669389
  4025. L 137.897908 111.248033
  4026. L 138.232741 109.055294
  4027. L 139.237242 113.107726
  4028. L 139.572075 112.773544
  4029. L 139.906908 114.125832
  4030. L 140.241742 109.336855
  4031. L 140.576575 107.342484
  4032. L 140.911409 112.871751
  4033. L 141.581076 107.148397
  4034. L 141.915909 110.06772
  4035. L 142.250743 106.799653
  4036. L 142.585576 110.807753
  4037. L 142.92041 107.866803
  4038. L 143.255243 106.784809
  4039. L 143.590077 108.062335
  4040. L 143.92491 110.584125
  4041. L 144.259744 111.17912
  4042. L 144.594577 112.633814
  4043. L 144.929411 112.911257
  4044. L 145.264244 108.299734
  4045. L 145.933911 114.844351
  4046. L 146.268745 113.141615
  4047. L 146.603578 112.823867
  4048. L 146.938412 113.618398
  4049. L 147.273245 109.644642
  4050. L 147.608079 113.167956
  4051. L 147.942912 112.98761
  4052. L 148.277746 111.147927
  4053. L 148.612579 112.814955
  4054. L 148.947413 108.555891
  4055. L 149.282246 109.062985
  4056. L 149.617079 109.011214
  4057. L 149.951913 109.554268
  4058. L 150.286746 108.979537
  4059. L 150.62158 111.419128
  4060. L 150.956413 112.957409
  4061. L 151.291247 108.24958
  4062. L 151.62608 108.140332
  4063. L 151.960914 109.450586
  4064. L 152.295747 107.66216
  4065. L 152.630581 109.592671
  4066. L 152.965414 107.05039
  4067. L 153.300248 106.286996
  4068. L 153.635081 109.950781
  4069. L 153.969915 107.355879
  4070. L 154.304748 110.821094
  4071. L 154.639582 110.466787
  4072. L 154.974415 111.856541
  4073. L 155.309249 111.041745
  4074. L 155.644082 107.098274
  4075. L 155.978916 104.791091
  4076. L 156.313749 108.690058
  4077. L 156.648583 109.027563
  4078. L 156.983416 107.548602
  4079. L 157.31825 109.119977
  4080. L 157.653083 109.034205
  4081. L 157.987917 108.172036
  4082. L 158.32275 104.851064
  4083. L 158.657584 109.276425
  4084. L 158.992417 108.466031
  4085. L 159.327251 109.214578
  4086. L 159.662084 108.852269
  4087. L 159.996917 107.478922
  4088. L 160.331751 103.855015
  4089. L 160.666584 107.325451
  4090. L 161.001418 112.539637
  4091. L 161.336251 103.141177
  4092. L 161.671085 99.32069
  4093. L 162.005918 96.962304
  4094. L 162.340752 104.046885
  4095. L 162.675585 107.435521
  4096. L 163.010419 107.604857
  4097. L 163.345252 108.043008
  4098. L 163.680086 108.930973
  4099. L 164.014919 110.202455
  4100. L 164.349753 106.523174
  4101. L 164.684586 111.66839
  4102. L 165.01942 109.471703
  4103. L 165.354253 110.943453
  4104. L 165.689087 111.747578
  4105. L 166.02392 110.918449
  4106. L 166.358754 107.261932
  4107. L 166.693587 107.426297
  4108. L 167.028421 108.652961
  4109. L 167.363254 110.745594
  4110. L 168.032921 104.819502
  4111. L 168.367755 109.914083
  4112. L 168.702588 111.58934
  4113. L 169.037422 112.115565
  4114. L 169.707088 109.308129
  4115. L 170.041922 109.297457
  4116. L 170.376755 107.116355
  4117. L 170.711589 102.905855
  4118. L 171.046422 108.346992
  4119. L 171.381256 107.571336
  4120. L 171.716089 109.713213
  4121. L 172.050923 107.863484
  4122. L 172.385756 108.427655
  4123. L 172.72059 112.205739
  4124. L 173.055423 110.959518
  4125. L 173.390257 109.219349
  4126. L 173.72509 108.390189
  4127. L 174.059924 111.39838
  4128. L 174.729591 113.761562
  4129. L 175.064424 111.615197
  4130. L 175.399258 107.041024
  4131. L 175.734091 111.506832
  4132. L 176.068925 111.37167
  4133. L 176.403758 113.156093
  4134. L 176.738592 110.519354
  4135. L 177.073425 108.962792
  4136. L 177.408259 109.352068
  4137. L 177.743092 108.907332
  4138. L 178.077926 107.961519
  4139. L 178.412759 107.629123
  4140. L 178.747593 109.684916
  4141. L 179.082426 107.446081
  4142. L 179.41726 108.461744
  4143. L 179.752093 110.405224
  4144. L 180.086926 107.544853
  4145. L 180.42176 108.324085
  4146. L 180.756593 107.948123
  4147. L 181.42626 106.359404
  4148. L 181.761094 103.449336
  4149. L 182.095927 106.328722
  4150. L 182.765594 107.911053
  4151. L 183.100428 105.362303
  4152. L 183.435261 109.274324
  4153. L 183.770095 106.351114
  4154. L 184.104928 105.654251
  4155. L 184.439762 110.308864
  4156. L 184.774595 107.844127
  4157. L 185.109429 106.309845
  4158. L 185.779096 109.139761
  4159. L 186.113929 108.261331
  4160. L 186.448763 106.119339
  4161. L 186.783596 109.997048
  4162. L 187.11843 107.690118
  4163. L 187.453263 109.450586
  4164. L 187.788097 109.206376
  4165. L 188.12293 105.69819
  4166. L 188.457764 105.012195
  4167. L 188.792597 102.901653
  4168. L 189.127431 106.433683
  4169. L 189.462264 104.722063
  4170. L 189.797097 103.720621
  4171. L 190.466764 112.233129
  4172. L 190.801598 109.978909
  4173. L 191.136431 110.743777
  4174. L 191.471265 112.051504
  4175. L 191.806098 109.189205
  4176. L 192.140932 109.758627
  4177. L 192.475765 109.526367
  4178. L 192.810599 110.3079
  4179. L 193.145432 107.319009
  4180. L 193.480266 107.581043
  4181. L 193.815099 111.574896
  4182. L 194.484766 105.140884
  4183. L 194.8196 110.553724
  4184. L 195.154433 110.169588
  4185. L 195.489267 110.016405
  4186. L 195.8241 109.661445
  4187. L 196.493767 105.559735
  4188. L 196.828601 107.724549
  4189. L 197.163434 108.251539
  4190. L 197.833101 111.953754
  4191. L 198.502768 104.619288
  4192. L 198.837602 105.806274
  4193. L 199.172435 109.846474
  4194. L 199.507269 107.347251
  4195. L 199.842102 108.581437
  4196. L 200.176935 108.257159
  4197. L 200.511769 109.442469
  4198. L 200.846602 108.632525
  4199. L 201.181436 106.93158
  4200. L 201.516269 110.199901
  4201. L 201.851103 110.730098
  4202. L 202.185936 110.569194
  4203. L 202.52077 110.087787
  4204. L 202.855603 110.304977
  4205. L 203.190437 103.717102
  4206. L 203.52527 104.706309
  4207. L 203.860104 102.521715
  4208. L 204.529771 108.511188
  4209. L 204.864604 110.258994
  4210. L 205.199438 110.260585
  4211. L 205.534271 107.691425
  4212. L 205.869105 106.532766
  4213. L 206.203938 111.201769
  4214. L 206.538772 109.206518
  4215. L 206.873605 109.982627
  4216. L 207.208439 107.631566
  4217. L 207.543272 106.921447
  4218. L 207.878106 108.439748
  4219. L 208.212939 107.669086
  4220. L 208.882606 111.996045
  4221. L 209.21744 110.346246
  4222. L 209.887106 109.274923
  4223. L 210.22194 111.35393
  4224. L 210.556773 107.410885
  4225. L 211.22644 109.815081
  4226. L 211.561274 113.695656
  4227. L 211.896107 109.820617
  4228. L 212.230941 112.262251
  4229. L 212.565774 111.159394
  4230. L 212.900608 110.554945
  4231. L 213.235441 111.251355
  4232. L 213.570275 108.666529
  4233. L 213.905108 110.150741
  4234. L 214.239942 109.6571
  4235. L 214.574775 112.38214
  4236. L 214.909609 107.797069
  4237. L 215.244442 106.220097
  4238. L 215.579276 112.037398
  4239. L 215.914109 107.986496
  4240. L 216.583776 111.854525
  4241. L 216.91861 109.535763
  4242. L 217.253443 109.778579
  4243. L 217.588277 110.546771
  4244. L 217.92311 110.073539
  4245. L 218.592777 111.771733
  4246. L 218.927611 107.347732
  4247. L 219.597278 105.808771
  4248. L 219.932111 110.772162
  4249. L 220.266944 112.527463
  4250. L 220.601778 111.454665
  4251. L 221.271445 106.660095
  4252. L 221.941112 111.240599
  4253. L 222.275945 106.383786
  4254. L 222.610779 106.436464
  4255. L 222.945612 110.648044
  4256. L 223.280446 110.268022
  4257. L 223.615279 105.418815
  4258. L 223.950113 111.658456
  4259. L 224.284946 111.778487
  4260. L 224.61978 112.38038
  4261. L 224.954613 108.216939
  4262. L 225.289447 106.682346
  4263. L 225.62428 106.963795
  4264. L 225.959114 111.230692
  4265. L 226.628781 107.875915
  4266. L 226.963614 112.531435
  4267. L 227.298448 109.746169
  4268. L 227.633281 112.951051
  4269. L 227.968115 108.941107
  4270. L 228.302948 111.899685
  4271. L 228.637782 111.058663
  4272. L 228.972615 107.790796
  4273. L 229.307449 110.343491
  4274. L 229.977115 109.762061
  4275. L 230.311949 111.773408
  4276. L 230.981616 108.016667
  4277. L 231.316449 107.521524
  4278. L 231.651283 110.691299
  4279. L 231.986116 112.146104
  4280. L 232.32095 109.76737
  4281. L 232.655783 111.825149
  4282. L 232.990617 107.863826
  4283. L 233.32545 106.956612
  4284. L 233.660284 108.803278
  4285. L 233.995117 111.870789
  4286. L 234.329951 111.602908
  4287. L 234.664784 112.623112
  4288. L 234.999618 112.276073
  4289. L 235.334451 112.462181
  4290. L 235.669285 113.428827
  4291. L 236.004118 113.581245
  4292. L 236.338952 111.229217
  4293. L 236.673785 115.992847
  4294. L 237.008619 110.268644
  4295. L 237.343452 106.587914
  4296. L 237.678286 112.772495
  4297. L 238.013119 110.185484
  4298. L 238.347953 112.06896
  4299. L 238.682786 109.607403
  4300. L 239.01762 110.55029
  4301. L 239.352453 110.310255
  4302. L 239.687287 111.800229
  4303. L 240.02212 111.740171
  4304. L 240.356953 109.640098
  4305. L 240.691787 100.137503
  4306. L 241.02662 101.547862
  4307. L 241.361454 103.573001
  4308. L 241.696287 107.242148
  4309. L 242.031121 106.462605
  4310. L 242.700788 110.273357
  4311. L 243.035621 106.292332
  4312. L 243.370455 110.217187
  4313. L 243.705288 108.260478
  4314. L 244.040122 110.169246
  4315. L 244.374955 111.377886
  4316. L 244.709789 113.420879
  4317. L 245.044622 110.670324
  4318. L 245.379456 109.580862
  4319. L 245.714289 106.142103
  4320. L 246.049123 108.800555
  4321. L 246.383956 109.685201
  4322. L 246.71879 113.282993
  4323. L 247.053623 113.259948
  4324. L 247.388457 107.751086
  4325. L 247.72329 110.393473
  4326. L 248.058124 108.694088
  4327. L 248.392957 111.229075
  4328. L 248.727791 111.682922
  4329. L 249.062624 113.349524
  4330. L 249.397458 113.962373
  4331. L 249.732291 111.245651
  4332. L 250.067124 110.075979
  4333. L 250.401958 108.366802
  4334. L 250.736791 109.90869
  4335. L 251.071625 108.28418
  4336. L 251.406458 110.945071
  4337. L 252.076125 107.35077
  4338. L 252.410959 109.998208
  4339. L 253.080626 108.238766
  4340. L 253.415459 107.378359
  4341. L 253.750293 108.957683
  4342. L 254.085126 108.643396
  4343. L 254.41996 107.137584
  4344. L 254.754793 110.211764
  4345. L 255.089627 111.226094
  4346. L 255.42446 111.285498
  4347. L 256.094127 107.183877
  4348. L 256.428961 108.127958
  4349. L 256.763794 110.761263
  4350. L 257.098628 111.6536
  4351. L 257.433461 112.17883
  4352. L 257.768295 108.855192
  4353. L 258.103128 110.875816
  4354. L 258.437962 108.694315
  4355. L 258.772795 108.690312
  4356. L 259.107629 111.139638
  4357. L 259.442462 108.84676
  4358. L 259.777296 108.110388
  4359. L 260.112129 108.060179
  4360. L 260.446962 110.994572
  4361. L 260.781796 110.745198
  4362. L 261.116629 111.363722
  4363. L 261.451463 110.832392
  4364. L 261.786296 108.531651
  4365. L 262.455963 112.994621
  4366. L 262.790797 110.767026
  4367. L 263.12563 107.116524
  4368. L 263.460464 107.329312
  4369. L 263.795297 109.659797
  4370. L 264.130131 110.635667
  4371. L 264.464964 107.200991
  4372. L 264.799798 110.784309
  4373. L 265.134631 112.535238
  4374. L 265.804298 109.215688
  4375. L 266.473965 112.87013
  4376. L 266.808799 110.338298
  4377. L 267.143632 110.019555
  4378. L 267.478466 111.334658
  4379. L 267.813299 109.842217
  4380. L 268.148133 110.553101
  4381. L 268.482966 111.665182
  4382. L 268.8178 108.649896
  4383. L 269.152633 110.076121
  4384. L 269.487467 110.305288
  4385. L 269.8223 110.221217
  4386. L 270.157133 110.599906
  4387. L 270.491967 112.18218
  4388. L 271.161634 106.319752
  4389. L 271.496467 106.445914
  4390. L 271.831301 106.073813
  4391. L 272.166134 111.347857
  4392. L 272.500968 112.505098
  4393. L 273.170635 112.410721
  4394. L 273.505468 111.398069
  4395. L 273.840302 112.282004
  4396. L 274.175135 109.330809
  4397. L 274.509969 108.524867
  4398. L 274.844802 109.081689
  4399. L 275.179636 106.956473
  4400. L 275.514469 106.553287
  4401. L 275.849303 108.330784
  4402. L 276.184136 106.495642
  4403. L 276.51897 109.094151
  4404. L 276.853803 107.424196
  4405. L 277.188637 108.452094
  4406. L 277.52347 104.852965
  4407. L 277.858304 105.806158
  4408. L 278.193137 108.104172
  4409. L 278.527971 104.261063
  4410. L 278.862804 110.107771
  4411. L 279.197638 109.156337
  4412. L 279.532471 109.972635
  4413. L 279.867305 109.400801
  4414. L 280.202138 108.27589
  4415. L 280.536971 110.536894
  4416. L 280.871805 107.456868
  4417. L 281.206638 107.621148
  4418. L 281.876305 111.060165
  4419. L 282.545972 104.249085
  4420. L 282.880806 104.895909
  4421. L 283.215639 109.515411
  4422. L 283.550473 111.770765
  4423. L 283.885306 108.462086
  4424. L 284.22014 109.174046
  4425. L 284.554973 108.139767
  4426. L 284.889807 110.025033
  4427. L 285.22464 113.228782
  4428. L 285.894307 115.432224
  4429. L 286.229141 114.161792
  4430. L 286.563974 115.422175
  4431. L 286.898808 114.888459
  4432. L 287.233641 114.092594
  4433. L 287.568475 111.875956
  4434. L 287.903308 113.68873
  4435. L 288.238142 110.086339
  4436. L 288.572975 110.303244
  4437. L 288.907809 111.601775
  4438. L 289.242642 116.315904
  4439. L 289.577476 115.047602
  4440. L 289.912309 112.368487
  4441. L 290.247142 112.213288
  4442. L 290.581976 111.240653
  4443. L 290.916809 112.290805
  4444. L 291.251643 106.778851
  4445. L 291.586476 109.638992
  4446. L 291.92131 110.092413
  4447. L 292.256143 108.266013
  4448. L 292.590977 108.398252
  4449. L 292.92581 112.428176
  4450. L 293.260644 109.71415
  4451. L 293.595477 109.441021
  4452. L 293.930311 108.192388
  4453. L 294.265144 108.884114
  4454. L 294.599978 110.27645
  4455. L 294.934811 110.278098
  4456. L 295.269645 109.70243
  4457. L 295.604478 112.095839
  4458. L 295.939312 115.841877
  4459. L 296.274145 115.122251
  4460. L 296.608979 112.424742
  4461. L 296.943812 112.4529
  4462. L 297.278646 113.079683
  4463. L 297.613479 112.901496
  4464. L 297.948313 110.760353
  4465. L 298.283146 113.025076
  4466. L 298.61798 111.904706
  4467. L 298.952813 111.619484
  4468. L 299.287647 109.333732
  4469. L 299.62248 112.094648
  4470. L 299.957314 111.488751
  4471. L 300.292147 110.33174
  4472. L 300.62698 108.271349
  4473. L 300.961814 113.084934
  4474. L 301.296647 110.996815
  4475. L 301.631481 112.488803
  4476. L 301.966314 113.413215
  4477. L 302.301148 110.963152
  4478. L 302.635981 111.473934
  4479. L 302.970815 113.722932
  4480. L 303.305648 111.101833
  4481. L 303.640482 106.558058
  4482. L 303.975315 110.28048
  4483. L 304.310149 112.308629
  4484. L 304.644982 102.987371
  4485. L 304.979816 103.896737
  4486. L 305.314649 102.900205
  4487. L 305.649483 99.298863
  4488. L 305.984316 106.139691
  4489. L 306.988817 110.826231
  4490. L 307.32365 110.24926
  4491. L 307.658484 104.801678
  4492. L 307.993317 109.879426
  4493. L 308.328151 110.717156
  4494. L 308.662984 112.400134
  4495. L 308.997818 108.689236
  4496. L 309.332651 111.283769
  4497. L 309.667485 110.361543
  4498. L 310.002318 111.638587
  4499. L 310.337151 107.095181
  4500. L 310.671985 111.209491
  4501. L 311.006818 105.629047
  4502. L 311.676485 112.287056
  4503. L 312.011319 109.989668
  4504. L 312.346152 114.412047
  4505. L 312.680986 111.457446
  4506. L 313.015819 113.908729
  4507. L 313.350653 115.234165
  4508. L 313.685486 112.670116
  4509. L 314.02032 113.291509
  4510. L 314.355153 109.509084
  4511. L 314.689987 112.790743
  4512. L 315.02482 114.355622
  4513. L 315.359654 114.242344
  4514. L 315.694487 112.850036
  4515. L 316.029321 115.436538
  4516. L 316.364154 114.997421
  4517. L 316.698988 110.702255
  4518. L 317.368655 110.739832
  4519. L 317.703488 111.660926
  4520. L 318.038322 113.486956
  4521. L 318.373155 112.735936
  4522. L 318.707989 110.77134
  4523. L 319.042822 112.359406
  4524. L 319.377656 112.563223
  4525. L 319.712489 114.516583
  4526. L 320.047323 111.866702
  4527. L 320.382156 111.828583
  4528. L 320.716989 111.638415
  4529. L 321.051823 109.905425
  4530. L 321.386656 110.264784
  4531. L 321.72149 112.385858
  4532. L 322.056323 106.098933
  4533. L 322.391157 105.643211
  4534. L 322.72599 111.514923
  4535. L 323.060824 113.714589
  4536. L 323.395657 113.428285
  4537. L 323.730491 111.657434
  4538. L 324.065324 113.121466
  4539. L 324.400158 113.447362
  4540. L 324.734991 113.395506
  4541. L 325.069825 112.799712
  4542. L 325.404658 113.296446
  4543. L 325.739492 109.378662
  4544. L 326.074325 107.795079
  4545. L 326.409159 108.918346
  4546. L 326.743992 107.539575
  4547. L 327.078826 109.422855
  4548. L 327.413659 112.312148
  4549. L 327.748493 110.737734
  4550. L 328.083326 107.568924
  4551. L 328.41816 109.647593
  4552. L 328.752993 108.348524
  4553. L 329.087827 108.891694
  4554. L 329.42266 106.232416
  4555. L 329.757494 108.379602
  4556. L 330.092327 109.729451
  4557. L 330.42716 106.177295
  4558. L 330.761994 110.490601
  4559. L 331.096827 110.589119
  4560. L 331.431661 109.535736
  4561. L 331.766494 105.786686
  4562. L 332.101328 104.328419
  4563. L 332.770995 112.945062
  4564. L 333.105828 111.68278
  4565. L 333.440662 111.19212
  4566. L 333.775495 112.522692
  4567. L 334.110329 111.374908
  4568. L 334.445162 109.482574
  4569. L 334.779996 109.510333
  4570. L 335.114829 107.874129
  4571. L 335.449663 108.069518
  4572. L 335.784496 111.705372
  4573. L 336.788997 108.868303
  4574. L 337.12383 109.190538
  4575. L 337.458664 109.995968
  4576. L 337.793497 108.1539
  4577. L 338.463164 109.388569
  4578. L 338.797998 107.242064
  4579. L 339.132831 110.733136
  4580. L 339.467665 112.901949
  4581. L 339.802498 113.904528
  4582. L 340.137332 111.094312
  4583. L 340.472165 111.179262
  4584. L 340.806998 110.589403
  4585. L 341.141832 112.21187
  4586. L 341.476665 110.217099
  4587. L 341.811499 109.842586
  4588. L 342.146332 112.936549
  4589. L 342.481166 112.229495
  4590. L 342.815999 113.429534
  4591. L 343.150833 109.345084
  4592. L 343.485666 111.222575
  4593. L 343.8205 109.495205
  4594. L 344.155333 111.233558
  4595. L 344.490167 107.74101
  4596. L 344.825 106.582068
  4597. L 345.159834 111.721975
  4598. L 345.494667 107.717055
  4599. L 345.829501 106.73968
  4600. L 346.164334 107.633268
  4601. L 346.499168 108.136671
  4602. L 346.834001 108.021834
  4603. L 347.168835 110.794016
  4604. L 347.503668 112.025705
  4605. L 347.838502 111.841441
  4606. L 348.173335 111.400197
  4607. L 348.508169 108.928845
  4608. L 348.843002 109.724852
  4609. L 349.177836 111.603646
  4610. L 349.512669 112.023035
  4611. L 349.847503 110.981318
  4612. L 350.182336 113.035379
  4613. L 350.517169 113.508411
  4614. L 350.852003 110.881183
  4615. L 351.186836 111.207078
  4616. L 351.52167 108.422773
  4617. L 351.856503 107.071791
  4618. L 352.191337 109.61887
  4619. L 352.52617 109.39467
  4620. L 352.861004 108.271606
  4621. L 353.195837 110.152443
  4622. L 353.530671 105.402577
  4623. L 353.865504 103.316982
  4624. L 354.200338 109.626561
  4625. L 354.535171 108.691307
  4626. L 354.870005 111.422024
  4627. L 355.204838 110.609014
  4628. L 355.539672 113.894708
  4629. L 355.874505 115.324452
  4630. L 356.209339 113.743738
  4631. L 356.544172 112.810442
  4632. L 356.879006 110.611995
  4633. L 357.213839 106.011143
  4634. L 357.548673 106.954145
  4635. L 357.883506 106.994078
  4636. L 358.21834 106.291084
  4637. L 358.553173 108.741146
  4638. L 358.888007 109.696525
  4639. L 359.22284 108.110587
  4640. L 359.557674 107.563331
  4641. L 359.892507 113.276662
  4642. L 360.227341 112.742805
  4643. L 360.562174 111.021393
  4644. L 360.897007 108.595428
  4645. L 361.231841 107.129297
  4646. L 361.566674 110.408631
  4647. L 361.901508 109.420527
  4648. L 362.236341 109.760728
  4649. L 362.571175 113.685382
  4650. L 362.906008 105.925736
  4651. L 363.240842 106.987635
  4652. L 363.575675 99.522894
  4653. L 363.910509 100.295369
  4654. L 364.245342 98.782576
  4655. L 364.580176 109.570702
  4656. L 364.915009 108.543771
  4657. L 365.249843 109.592133
  4658. L 365.584676 110.170637
  4659. L 365.91951 112.328524
  4660. L 366.254343 105.180708
  4661. L 366.589177 107.44577
  4662. L 366.92401 111.887988
  4663. L 367.258844 109.440253
  4664. L 367.593677 108.535228
  4665. L 367.928511 111.787514
  4666. L 368.598178 115.28131
  4667. L 368.933011 112.625697
  4668. L 369.267845 115.098636
  4669. L 369.602678 111.012765
  4670. L 369.937512 112.711043
  4671. L 370.272345 112.226687
  4672. L 370.607178 110.101809
  4673. L 370.942012 113.514999
  4674. L 371.276845 106.085392
  4675. L 371.611679 107.317875
  4676. L 371.946512 106.049942
  4677. L 372.281346 109.511497
  4678. L 372.281346 109.511497
  4679. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  4680. </g>
  4681. <g id="text_10">
  4682. <g id="patch_12">
  4683. <path d="M 18.697188 108.96222
  4684. L 46.430938 108.96222
  4685. Q 48.830938 108.96222 48.830938 106.56222
  4686. L 48.830938 98.81972
  4687. Q 48.830938 96.41972 46.430938 96.41972
  4688. L 18.697188 96.41972
  4689. Q 16.297188 96.41972 16.297188 98.81972
  4690. L 16.297188 106.56222
  4691. Q 16.297188 108.96222 18.697188 108.96222
  4692. z
  4693. " style="fill:#ffffff;opacity:0.8;"/>
  4694. </g>
  4695. <!-- DVARS -->
  4696. <defs>
  4697. <path d="M 19.671875 64.796875
  4698. L 19.671875 8.109375
  4699. L 31.59375 8.109375
  4700. Q 46.6875 8.109375 53.6875 14.9375
  4701. Q 60.6875 21.78125 60.6875 36.53125
  4702. Q 60.6875 51.171875 53.6875 57.984375
  4703. Q 46.6875 64.796875 31.59375 64.796875
  4704. z
  4705. M 9.8125 72.90625
  4706. L 30.078125 72.90625
  4707. Q 51.265625 72.90625 61.171875 64.09375
  4708. Q 71.09375 55.28125 71.09375 36.53125
  4709. Q 71.09375 17.671875 61.125 8.828125
  4710. Q 51.171875 0 30.078125 0
  4711. L 9.8125 0
  4712. z
  4713. " id="DejaVuSans-44"/>
  4714. <path d="M 28.609375 0
  4715. L 0.78125 72.90625
  4716. L 11.078125 72.90625
  4717. L 34.1875 11.53125
  4718. L 57.328125 72.90625
  4719. L 67.578125 72.90625
  4720. L 39.796875 0
  4721. z
  4722. " id="DejaVuSans-56"/>
  4723. <path d="M 34.1875 63.1875
  4724. L 20.796875 26.90625
  4725. L 47.609375 26.90625
  4726. z
  4727. M 28.609375 72.90625
  4728. L 39.796875 72.90625
  4729. L 67.578125 0
  4730. L 57.328125 0
  4731. L 50.6875 18.703125
  4732. L 17.828125 18.703125
  4733. L 11.1875 0
  4734. L 0.78125 0
  4735. z
  4736. " id="DejaVuSans-41"/>
  4737. <path d="M 44.390625 34.1875
  4738. Q 47.5625 33.109375 50.5625 29.59375
  4739. Q 53.5625 26.078125 56.59375 19.921875
  4740. L 66.609375 0
  4741. L 56 0
  4742. L 46.6875 18.703125
  4743. Q 43.0625 26.03125 39.671875 28.421875
  4744. Q 36.28125 30.8125 30.421875 30.8125
  4745. L 19.671875 30.8125
  4746. L 19.671875 0
  4747. L 9.8125 0
  4748. L 9.8125 72.90625
  4749. L 32.078125 72.90625
  4750. Q 44.578125 72.90625 50.734375 67.671875
  4751. Q 56.890625 62.453125 56.890625 51.90625
  4752. Q 56.890625 45.015625 53.6875 40.46875
  4753. Q 50.484375 35.9375 44.390625 34.1875
  4754. z
  4755. M 19.671875 64.796875
  4756. L 19.671875 38.921875
  4757. L 32.078125 38.921875
  4758. Q 39.203125 38.921875 42.84375 42.21875
  4759. Q 46.484375 45.515625 46.484375 51.90625
  4760. Q 46.484375 58.296875 42.84375 61.546875
  4761. Q 39.203125 64.796875 32.078125 64.796875
  4762. z
  4763. " id="DejaVuSans-52"/>
  4764. </defs>
  4765. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  4766. <use xlink:href="#DejaVuSans-44"/>
  4767. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  4768. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  4769. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  4770. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  4771. </g>
  4772. </g>
  4773. <g id="text_11">
  4774. <g id="patch_13">
  4775. <path d="M 290.289663 105.826595
  4776. L 365.209663 105.826595
  4777. Q 366.409663 105.826595 366.409663 104.626595
  4778. L 366.409663 100.755345
  4779. Q 366.409663 99.555345 365.209663 99.555345
  4780. L 290.289663 99.555345
  4781. Q 289.089663 99.555345 289.089663 100.755345
  4782. L 289.089663 104.626595
  4783. Q 289.089663 105.826595 290.289663 105.826595
  4784. z
  4785. " style="fill:#ffffff;opacity:0.8;"/>
  4786. </g>
  4787. <!-- max: 1.587 $\bullet$ mean: 1.148 $\bullet$ $\sigma$: 0.091 -->
  4788. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  4789. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  4790. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  4791. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  4792. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  4793. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  4794. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  4795. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  4796. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
  4797. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-38"/>
  4798. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-37"/>
  4799. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  4800. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  4801. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  4802. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  4803. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  4804. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  4805. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  4806. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  4807. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  4808. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  4809. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  4810. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  4811. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-34"/>
  4812. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
  4813. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  4814. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  4815. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  4816. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  4817. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  4818. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  4819. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  4820. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  4821. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  4822. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
  4823. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-31"/>
  4824. </g>
  4825. </g>
  4826. <g id="text_12">
  4827. <!-- 1.30 -->
  4828. <g style="fill:#d3d3d3;" transform="translate(11.0175 105.835239)scale(0.03 -0.03)">
  4829. <use xlink:href="#DejaVuSans-31"/>
  4830. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  4831. <use x="95.410156" xlink:href="#DejaVuSans-33"/>
  4832. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  4833. </g>
  4834. </g>
  4835. </g>
  4836. <g id="axes_5">
  4837. <g id="patch_14">
  4838. <path d="M 18.697188 148.249344
  4839. L 372.281346 148.249344
  4840. L 372.281346 122.702592
  4841. L 18.697188 122.702592
  4842. z
  4843. " style="fill:#ffffff;"/>
  4844. </g>
  4845. <g id="matplotlib.axis_9">
  4846. <g id="xtick_25"/>
  4847. <g id="xtick_26"/>
  4848. <g id="xtick_27"/>
  4849. <g id="xtick_28"/>
  4850. <g id="xtick_29"/>
  4851. <g id="xtick_30"/>
  4852. </g>
  4853. <g id="matplotlib.axis_10"/>
  4854. <g id="line2d_9">
  4855. <path clip-path="url(#p7568471d3c)" d="M 18.697188 132.682324
  4856. L 372.281346 132.682324
  4857. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  4858. </g>
  4859. <g id="line2d_10">
  4860. <path clip-path="url(#p7568471d3c)" d="M 19.032021 138.354401
  4861. L 19.366854 140.489214
  4862. L 20.036521 128.499113
  4863. L 20.371355 131.643612
  4864. L 20.706188 141.466984
  4865. L 21.041022 138.254713
  4866. L 21.710689 137.752515
  4867. L 22.045522 135.690498
  4868. L 22.380356 130.353086
  4869. L 22.715189 141.424428
  4870. L 23.050023 138.040382
  4871. L 23.384856 138.294334
  4872. L 23.71969 139.429496
  4873. L 24.054523 136.075951
  4874. L 24.389357 130.678357
  4875. L 24.72419 131.384585
  4876. L 25.059024 136.661928
  4877. L 25.393857 135.677119
  4878. L 25.728691 135.145015
  4879. L 26.063524 143.653343
  4880. L 26.398358 141.217762
  4881. L 26.733191 140.90037
  4882. L 27.068025 137.627522
  4883. L 27.402858 141.282117
  4884. L 28.072525 137.76231
  4885. L 28.407359 139.518099
  4886. L 28.742192 139.388494
  4887. L 29.077025 139.70536
  4888. L 29.411859 133.257945
  4889. L 29.746692 133.147565
  4890. L 30.081526 138.193814
  4891. L 30.416359 141.187502
  4892. L 30.751193 140.234488
  4893. L 31.086026 137.850083
  4894. L 31.42086 138.87182
  4895. L 31.755693 141.362652
  4896. L 32.090527 140.834642
  4897. L 32.42536 140.082654
  4898. L 32.760194 141.518234
  4899. L 33.764694 138.447721
  4900. L 34.099528 141.551565
  4901. L 34.434361 139.508234
  4902. L 34.769195 138.482173
  4903. L 35.104028 138.538507
  4904. L 35.438862 140.383362
  4905. L 35.773695 141.275019
  4906. L 36.108529 136.727935
  4907. L 36.443362 138.778847
  4908. L 36.778196 135.328146
  4909. L 37.113029 134.046797
  4910. L 37.447863 136.05553
  4911. L 37.782696 140.18119
  4912. L 38.452363 138.645847
  4913. L 38.787197 139.763522
  4914. L 39.456863 138.837611
  4915. L 39.791697 142.878037
  4916. L 40.12653 143.991552
  4917. L 40.461364 140.746564
  4918. L 40.796197 139.358257
  4919. L 41.131031 138.544276
  4920. L 41.465864 135.913621
  4921. L 41.800698 139.227401
  4922. L 42.135531 137.010822
  4923. L 42.470365 138.124353
  4924. L 42.805198 137.625681
  4925. L 43.140032 134.510463
  4926. L 43.474865 135.740093
  4927. L 43.809699 137.629208
  4928. L 44.144532 140.845555
  4929. L 44.479366 138.559368
  4930. L 44.814199 141.209997
  4931. L 45.149033 141.468547
  4932. L 45.483866 140.132268
  4933. L 45.8187 139.816735
  4934. L 46.153533 138.388717
  4935. L 46.488367 138.231254
  4936. L 47.158034 140.649093
  4937. L 47.492867 138.316577
  4938. L 47.827701 139.918976
  4939. L 48.162534 138.274121
  4940. L 48.832201 136.386353
  4941. L 49.167034 139.497828
  4942. L 49.501868 139.51402
  4943. L 49.836701 135.31445
  4944. L 50.171535 136.159888
  4945. L 50.506368 139.697647
  4946. L 50.841202 140.042968
  4947. L 51.176035 138.124891
  4948. L 51.510869 140.275986
  4949. L 51.845702 138.595587
  4950. L 52.180536 137.851419
  4951. L 52.515369 135.914045
  4952. L 52.850203 137.777084
  4953. L 53.185036 137.217909
  4954. L 53.51987 140.994888
  4955. L 53.854703 142.547184
  4956. L 54.189537 141.662046
  4957. L 54.52437 139.576774
  4958. L 54.859204 139.755561
  4959. L 55.194037 137.986532
  4960. L 55.528871 137.462788
  4961. L 55.863704 138.191664
  4962. L 56.198538 140.911814
  4963. L 56.533371 139.638786
  4964. L 56.868205 132.496842
  4965. L 57.203038 136.856745
  4966. L 57.537872 136.649122
  4967. L 57.872705 138.226262
  4968. L 58.207539 137.352877
  4969. L 58.542372 137.589158
  4970. L 58.877206 137.386537
  4971. L 59.212039 134.495533
  4972. L 59.546872 136.825114
  4973. L 59.881706 142.288108
  4974. L 60.551373 139.701499
  4975. L 60.886206 140.924129
  4976. L 61.22104 140.915097
  4977. L 61.555873 141.488926
  4978. L 61.890707 138.770296
  4979. L 62.22554 140.070244
  4980. L 62.560374 138.498068
  4981. L 62.895207 134.997501
  4982. L 63.230041 135.235173
  4983. L 63.564874 136.474484
  4984. L 63.899708 136.93928
  4985. L 64.234541 139.351407
  4986. L 64.569375 138.239742
  4987. L 64.904208 138.074236
  4988. L 65.239042 139.451551
  4989. L 65.573875 142.359477
  4990. L 65.908709 143.36351
  4991. L 66.243542 141.923692
  4992. L 66.578376 137.94344
  4993. L 66.913209 137.383424
  4994. L 67.248043 137.046822
  4995. L 67.582876 136.09847
  4996. L 67.91771 138.655114
  4997. L 68.252543 136.669543
  4998. L 68.587377 139.941007
  4999. L 68.92221 141.722377
  5000. L 69.591877 136.91321
  5001. L 69.92671 139.486494
  5002. L 70.261544 139.142651
  5003. L 70.596377 140.9592
  5004. L 70.931211 139.116981
  5005. L 71.266044 138.878574
  5006. L 71.600878 137.011137
  5007. L 71.935711 139.913746
  5008. L 72.270545 136.55865
  5009. L 72.940212 135.870886
  5010. L 73.275045 136.302449
  5011. L 73.609879 139.221097
  5012. L 73.944712 140.682477
  5013. L 74.279546 135.445479
  5014. L 74.614379 137.072948
  5015. L 74.949213 141.761934
  5016. L 75.284046 141.744792
  5017. L 75.61888 141.086852
  5018. L 75.953713 141.810178
  5019. L 76.288547 134.263107
  5020. L 76.62338 137.927555
  5021. L 76.958214 135.717546
  5022. L 77.293047 137.766378
  5023. L 77.627881 138.562605
  5024. L 77.962714 138.239533
  5025. L 78.297548 141.099036
  5026. L 78.632381 142.562124
  5027. L 78.967215 142.857534
  5028. L 79.302048 139.730374
  5029. L 79.636881 139.664759
  5030. L 79.971715 139.741826
  5031. L 80.306548 141.852913
  5032. L 80.641382 141.92745
  5033. L 80.976215 140.664291
  5034. L 81.311049 142.18929
  5035. L 81.645882 141.013761
  5036. L 81.980716 138.543299
  5037. L 82.315549 137.97598
  5038. L 82.650383 139.079014
  5039. L 82.985216 139.258964
  5040. L 83.32005 138.597897
  5041. L 83.654883 141.240351
  5042. L 83.989717 142.65346
  5043. L 84.32455 140.053135
  5044. L 84.659384 138.804186
  5045. L 84.994217 139.303796
  5046. L 85.329051 134.292027
  5047. L 85.663884 136.010913
  5048. L 85.998718 135.90235
  5049. L 86.333551 134.151214
  5050. L 87.003218 139.430942
  5051. L 87.338052 139.049295
  5052. L 87.672885 138.071771
  5053. L 88.007719 139.742269
  5054. L 88.342552 139.463301
  5055. L 88.677386 140.097189
  5056. L 89.012219 142.155323
  5057. L 89.347052 139.2356
  5058. L 89.681886 137.63502
  5059. L 90.351553 139.981576
  5060. L 90.686386 135.61094
  5061. L 91.02122 134.567841
  5062. L 91.356053 138.10685
  5063. L 91.690887 139.015735
  5064. L 92.02572 137.839022
  5065. L 92.360554 137.868145
  5066. L 92.695387 137.637126
  5067. L 93.030221 137.712517
  5068. L 93.365054 141.237187
  5069. L 93.699888 139.199811
  5070. L 94.034721 136.20091
  5071. L 94.369555 137.173675
  5072. L 94.704388 136.470261
  5073. L 95.039222 134.706277
  5074. L 95.374055 139.824765
  5075. L 95.708889 142.37206
  5076. L 96.043722 140.373302
  5077. L 96.713389 130.27433
  5078. L 97.048223 137.292194
  5079. L 97.383056 138.163721
  5080. L 97.71789 138.335099
  5081. L 98.052723 139.824548
  5082. L 98.72239 137.015462
  5083. L 99.057224 138.861761
  5084. L 99.392057 137.11975
  5085. L 99.72689 138.718346
  5086. L 100.061724 141.518072
  5087. L 100.396557 140.034538
  5088. L 100.731391 133.988546
  5089. L 101.066224 140.993298
  5090. L 101.401058 140.304897
  5091. L 101.735891 134.099445
  5092. L 102.070725 132.275002
  5093. L 102.405558 136.704701
  5094. L 102.740392 137.122516
  5095. L 103.075225 133.949851
  5096. L 103.410059 134.173476
  5097. L 103.744892 136.096861
  5098. L 104.079726 133.912377
  5099. L 104.414559 136.272012
  5100. L 104.749393 135.936742
  5101. L 105.753893 140.377631
  5102. L 106.088727 140.479966
  5103. L 106.42356 139.581083
  5104. L 106.758394 141.378289
  5105. L 107.093227 138.124073
  5106. L 107.428061 135.995122
  5107. L 107.762894 136.458443
  5108. L 108.097728 137.469595
  5109. L 108.432561 137.310732
  5110. L 108.767395 132.304423
  5111. L 109.437061 135.795845
  5112. L 109.771895 136.882713
  5113. L 110.106728 140.72701
  5114. L 110.441562 139.273454
  5115. L 110.776395 139.239242
  5116. L 111.111229 138.206099
  5117. L 111.446062 135.792061
  5118. L 111.780896 139.783739
  5119. L 112.115729 140.841855
  5120. L 112.450563 142.529784
  5121. L 112.785396 141.12349
  5122. L 113.12023 136.565668
  5123. L 113.455063 138.86977
  5124. L 113.789897 137.220355
  5125. L 114.12473 141.765192
  5126. L 114.459564 139.287187
  5127. L 114.794397 138.585622
  5128. L 115.129231 137.088987
  5129. L 115.464064 136.645312
  5130. L 115.798898 131.977875
  5131. L 116.133731 131.980979
  5132. L 116.468565 140.76232
  5133. L 116.803398 142.596128
  5134. L 117.138232 141.44207
  5135. L 117.473065 141.387992
  5136. L 117.807899 139.22807
  5137. L 118.812399 142.265467
  5138. L 119.147233 139.96189
  5139. L 119.482066 139.747159
  5140. L 119.816899 142.531036
  5141. L 120.151733 140.981019
  5142. L 120.486566 138.065521
  5143. L 120.8214 137.414667
  5144. L 121.156233 135.335957
  5145. L 121.491067 136.080579
  5146. L 122.160734 139.109249
  5147. L 122.495567 139.249958
  5148. L 122.830401 137.655728
  5149. L 123.165234 137.822079
  5150. L 124.169735 142.495645
  5151. L 124.504568 140.907186
  5152. L 125.509069 132.273542
  5153. L 125.843902 139.147518
  5154. L 126.178736 139.090317
  5155. L 126.513569 132.861975
  5156. L 126.848403 140.201224
  5157. L 127.183236 136.140369
  5158. L 127.51807 140.819783
  5159. L 127.852903 142.844293
  5160. L 128.187737 138.267661
  5161. L 128.52257 136.935583
  5162. L 128.857404 137.702923
  5163. L 129.192237 137.032161
  5164. L 129.52707 138.55575
  5165. L 129.861904 138.143719
  5166. L 130.196737 135.136895
  5167. L 130.531571 138.390162
  5168. L 130.866404 140.197423
  5169. L 131.201238 139.779893
  5170. L 131.536071 139.908309
  5171. L 131.870905 139.262801
  5172. L 132.205738 138.326887
  5173. L 132.540572 134.684773
  5174. L 132.875405 138.090034
  5175. L 133.545072 142.163575
  5176. L 133.879906 136.222268
  5177. L 134.214739 140.744085
  5178. L 134.884406 128.294526
  5179. L 135.21924 136.863464
  5180. L 135.554073 136.704194
  5181. L 135.888907 132.889492
  5182. L 136.893407 138.404674
  5183. L 137.228241 137.162168
  5184. L 137.563074 139.116222
  5185. L 137.897908 139.948323
  5186. L 138.232741 139.219064
  5187. L 138.567575 140.573042
  5188. L 138.902408 143.403535
  5189. L 139.237242 140.081349
  5190. L 139.906908 139.590239
  5191. L 140.241742 141.760578
  5192. L 140.576575 141.050752
  5193. L 140.911409 141.184993
  5194. L 141.246242 138.603744
  5195. L 141.581076 137.13423
  5196. L 141.915909 138.264254
  5197. L 142.250743 138.567988
  5198. L 142.585576 139.929523
  5199. L 142.92041 134.445299
  5200. L 143.255243 134.452471
  5201. L 143.590077 142.255426
  5202. L 144.259744 143.392291
  5203. L 144.594577 142.04464
  5204. L 144.929411 143.667794
  5205. L 145.264244 142.007749
  5206. L 145.599078 141.726783
  5207. L 145.933911 140.427339
  5208. L 146.268745 138.135729
  5209. L 146.603578 136.767374
  5210. L 146.938412 136.629445
  5211. L 147.273245 136.633286
  5212. L 147.608079 137.353909
  5213. L 147.942912 141.452822
  5214. L 148.277746 141.200011
  5215. L 148.612579 140.556207
  5216. L 148.947413 137.617453
  5217. L 149.282246 137.408146
  5218. L 149.617079 139.539334
  5219. L 149.951913 138.709741
  5220. L 150.286746 138.847553
  5221. L 150.62158 141.607405
  5222. L 150.956413 141.876255
  5223. L 151.291247 135.222785
  5224. L 151.62608 132.355558
  5225. L 151.960914 136.68223
  5226. L 152.295747 136.709549
  5227. L 152.630581 139.416725
  5228. L 152.965414 140.677388
  5229. L 153.300248 139.436085
  5230. L 153.635081 139.695309
  5231. L 153.969915 135.267915
  5232. L 154.304748 133.647332
  5233. L 154.974415 138.049514
  5234. L 155.309249 138.739786
  5235. L 155.644082 140.573905
  5236. L 155.978916 140.167555
  5237. L 156.313749 141.089044
  5238. L 156.648583 141.503538
  5239. L 156.983416 143.031618
  5240. L 157.31825 139.987858
  5241. L 157.653083 139.401291
  5242. L 157.987917 138.0227
  5243. L 158.32275 137.822391
  5244. L 158.657584 138.171485
  5245. L 159.327251 139.875255
  5246. L 159.662084 132.316434
  5247. L 159.996917 137.883397
  5248. L 160.331751 141.364745
  5249. L 160.666584 137.857149
  5250. L 161.001418 141.857653
  5251. L 161.336251 133.37146
  5252. L 162.005918 141.011972
  5253. L 162.340752 140.575329
  5254. L 162.675585 141.760357
  5255. L 163.010419 135.38515
  5256. L 163.345252 136.345013
  5257. L 163.680086 137.872704
  5258. L 164.014919 135.625501
  5259. L 164.349753 138.982301
  5260. L 165.01942 136.701587
  5261. L 165.354253 141.68596
  5262. L 165.689087 142.163141
  5263. L 166.02392 139.333533
  5264. L 166.358754 139.770506
  5265. L 166.693587 143.293341
  5266. L 167.363254 140.736207
  5267. L 167.698088 141.567314
  5268. L 168.032921 134.999548
  5269. L 168.367755 135.903566
  5270. L 168.702588 138.272081
  5271. L 169.037422 138.993472
  5272. L 169.372255 136.272355
  5273. L 170.041922 137.005732
  5274. L 170.711589 133.914569
  5275. L 171.046422 134.634532
  5276. L 171.716089 140.528251
  5277. L 172.050923 140.601233
  5278. L 172.385756 139.230949
  5279. L 172.72059 141.967495
  5280. L 173.055423 142.202595
  5281. L 173.390257 141.921561
  5282. L 173.72509 136.12724
  5283. L 174.059924 139.324065
  5284. L 174.394757 138.862728
  5285. L 174.729591 139.492012
  5286. L 175.064424 133.443995
  5287. L 175.399258 133.631524
  5288. L 175.734091 137.756911
  5289. L 176.068925 138.490414
  5290. L 176.403758 141.311467
  5291. L 177.073425 135.963329
  5292. L 177.408259 136.761459
  5293. L 177.743092 142.985526
  5294. L 178.077926 141.464866
  5295. L 178.747593 137.408552
  5296. L 179.082426 138.748232
  5297. L 179.41726 138.826511
  5298. L 179.752093 137.384541
  5299. L 180.086926 136.965768
  5300. L 180.42176 137.423575
  5301. L 180.756593 138.514167
  5302. L 181.091427 140.096557
  5303. L 181.42626 136.901137
  5304. L 181.761094 130.614631
  5305. L 182.095927 132.992506
  5306. L 182.430761 141.577429
  5307. L 182.765594 139.740453
  5308. L 183.100428 140.328795
  5309. L 183.435261 135.761076
  5310. L 183.770095 134.183907
  5311. L 184.104928 139.907269
  5312. L 184.439762 140.064117
  5313. L 184.774595 139.18012
  5314. L 185.109429 136.401477
  5315. L 185.779096 139.688444
  5316. L 186.113929 139.125048
  5317. L 186.448763 141.132456
  5318. L 186.783596 142.072917
  5319. L 187.11843 136.122811
  5320. L 187.453263 126.423637
  5321. L 188.12293 139.446349
  5322. L 188.457764 137.966327
  5323. L 188.792597 139.997344
  5324. L 189.462264 137.907148
  5325. L 189.797097 139.06376
  5326. L 190.131931 138.143166
  5327. L 190.466764 139.931886
  5328. L 190.801598 139.033572
  5329. L 191.136431 133.390613
  5330. L 191.471265 137.729262
  5331. L 191.806098 139.073216
  5332. L 192.140932 136.634873
  5333. L 192.810599 138.029168
  5334. L 193.145432 138.224136
  5335. L 193.480266 139.008933
  5336. L 193.815099 140.69223
  5337. L 194.149933 137.885607
  5338. L 194.484766 137.603403
  5339. L 194.8196 141.525393
  5340. L 195.154433 138.165335
  5341. L 195.489267 136.5068
  5342. L 195.8241 140.599263
  5343. L 196.158934 140.304179
  5344. L 196.493767 136.041314
  5345. L 196.828601 136.328743
  5346. L 197.163434 137.66755
  5347. L 197.498268 142.210626
  5348. L 197.833101 137.037399
  5349. L 198.167935 137.169657
  5350. L 198.502768 138.339247
  5351. L 198.837602 141.165588
  5352. L 199.172435 138.848877
  5353. L 199.507269 132.248386
  5354. L 199.842102 129.173054
  5355. L 200.176935 135.314043
  5356. L 200.511769 137.993836
  5357. L 200.846602 137.060389
  5358. L 201.181436 136.488808
  5359. L 201.516269 137.514323
  5360. L 201.851103 141.622292
  5361. L 202.185936 142.435421
  5362. L 202.52077 138.121326
  5363. L 202.855603 136.43012
  5364. L 203.52527 139.525157
  5365. L 203.860104 139.91483
  5366. L 204.194937 138.524074
  5367. L 204.529771 138.022583
  5368. L 204.864604 138.940208
  5369. L 205.199438 137.215126
  5370. L 205.534271 132.494762
  5371. L 205.869105 134.959575
  5372. L 206.203938 139.873515
  5373. L 206.538772 137.782133
  5374. L 206.873605 137.912045
  5375. L 207.208439 141.479852
  5376. L 207.543272 138.511682
  5377. L 207.878106 142.16456
  5378. L 208.212939 140.844368
  5379. L 208.547773 138.836155
  5380. L 208.882606 135.486882
  5381. L 209.21744 140.976816
  5382. L 209.552273 139.456468
  5383. L 209.887106 142.494221
  5384. L 210.556773 134.613358
  5385. L 210.891607 135.952311
  5386. L 211.22644 140.396046
  5387. L 211.561274 141.45289
  5388. L 211.896107 140.77453
  5389. L 212.230941 140.442732
  5390. L 212.565774 138.67778
  5391. L 212.900608 139.234154
  5392. L 213.235441 135.659329
  5393. L 213.570275 137.230947
  5394. L 213.905108 136.840302
  5395. L 214.239942 136.750806
  5396. L 214.574775 137.559308
  5397. L 214.909609 139.480597
  5398. L 215.244442 139.209682
  5399. L 215.579276 137.467346
  5400. L 215.914109 137.439173
  5401. L 216.248943 141.912821
  5402. L 216.583776 142.059414
  5403. L 216.91861 136.681471
  5404. L 217.253443 139.682982
  5405. L 217.588277 135.913411
  5406. L 217.92311 135.566383
  5407. L 218.257944 138.547023
  5408. L 218.592777 140.26646
  5409. L 218.927611 135.311051
  5410. L 219.262444 135.471212
  5411. L 219.597278 142.544309
  5412. L 219.932111 142.047907
  5413. L 220.266944 142.131569
  5414. L 220.601778 137.804047
  5415. L 220.936611 136.924334
  5416. L 221.271445 130.543564
  5417. L 221.606278 132.693422
  5418. L 221.941112 140.479704
  5419. L 222.610779 142.81421
  5420. L 222.945612 139.880468
  5421. L 223.615279 131.568338
  5422. L 223.950113 139.079981
  5423. L 224.284946 135.882414
  5424. L 224.61978 136.872714
  5425. L 224.954613 133.268309
  5426. L 225.289447 138.639162
  5427. L 225.62428 139.435316
  5428. L 225.959114 139.684658
  5429. L 226.293947 137.029595
  5430. L 226.628781 138.843403
  5431. L 226.963614 138.213384
  5432. L 227.298448 136.898552
  5433. L 227.633281 139.719194
  5434. L 227.968115 135.021182
  5435. L 228.302948 136.544183
  5436. L 228.972615 137.945007
  5437. L 229.307449 137.928752
  5438. L 229.642282 139.779851
  5439. L 229.977115 138.412712
  5440. L 230.311949 140.557597
  5441. L 230.646782 141.783925
  5442. L 230.981616 142.045042
  5443. L 231.316449 140.426422
  5444. L 231.986116 140.406301
  5445. L 232.32095 134.872842
  5446. L 232.655783 134.585522
  5447. L 232.990617 133.307644
  5448. L 233.32545 133.896733
  5449. L 233.660284 141.129631
  5450. L 233.995117 141.896275
  5451. L 234.329951 141.803651
  5452. L 234.664784 142.737174
  5453. L 234.999618 140.170981
  5454. L 235.669285 142.255604
  5455. L 236.004118 141.381825
  5456. L 236.338952 139.567864
  5457. L 236.673785 141.169339
  5458. L 237.008619 137.265679
  5459. L 237.343452 139.359419
  5460. L 237.678286 136.787119
  5461. L 238.347953 129.487116
  5462. L 239.01762 137.833933
  5463. L 239.352453 138.330805
  5464. L 239.687287 140.013347
  5465. L 240.02212 138.306157
  5466. L 240.356953 138.178649
  5467. L 240.691787 130.198827
  5468. L 241.02662 134.17851
  5469. L 241.361454 135.716208
  5470. L 241.696287 136.703101
  5471. L 242.031121 135.134663
  5472. L 242.365954 135.630224
  5473. L 242.700788 131.592621
  5474. L 243.035621 129.790444
  5475. L 243.370455 133.234732
  5476. L 243.705288 131.130765
  5477. L 244.040122 137.79457
  5478. L 244.374955 140.760978
  5479. L 244.709789 138.773725
  5480. L 245.044622 141.76808
  5481. L 245.379456 138.330507
  5482. L 245.714289 130.639388
  5483. L 246.383956 135.004976
  5484. L 246.71879 141.011583
  5485. L 247.053623 135.853541
  5486. L 247.388457 132.585506
  5487. L 247.72329 137.21965
  5488. L 248.058124 140.182749
  5489. L 248.392957 134.892707
  5490. L 248.727791 132.936629
  5491. L 249.062624 134.993533
  5492. L 249.397458 141.401302
  5493. L 250.067124 139.722565
  5494. L 250.401958 137.509311
  5495. L 250.736791 139.072561
  5496. L 251.071625 137.246232
  5497. L 251.406458 143.495571
  5498. L 251.741292 135.621221
  5499. L 252.076125 134.376258
  5500. L 252.410959 138.166184
  5501. L 253.080626 141.481628
  5502. L 253.415459 142.584893
  5503. L 253.750293 140.141786
  5504. L 254.085126 135.800249
  5505. L 254.41996 134.829184
  5506. L 254.754793 135.22541
  5507. L 255.089627 135.843761
  5508. L 255.42446 135.797005
  5509. L 255.759294 125.92395
  5510. L 256.428961 134.993506
  5511. L 256.763794 136.274217
  5512. L 257.098628 139.628663
  5513. L 257.433461 139.909782
  5514. L 257.768295 140.524391
  5515. L 258.103128 136.186416
  5516. L 258.437962 136.381687
  5517. L 259.107629 142.275066
  5518. L 259.442462 140.333396
  5519. L 259.777296 137.192217
  5520. L 260.112129 138.97347
  5521. L 260.446962 134.495911
  5522. L 260.781796 136.16852
  5523. L 261.116629 138.862701
  5524. L 261.451463 137.333103
  5525. L 261.786296 138.804908
  5526. L 262.12113 137.821297
  5527. L 262.455963 140.555141
  5528. L 262.790797 141.824346
  5529. L 263.460464 135.786628
  5530. L 263.795297 141.277147
  5531. L 264.130131 134.855251
  5532. L 264.464964 134.536748
  5533. L 264.799798 140.512189
  5534. L 265.134631 141.020215
  5535. L 265.469465 141.126175
  5536. L 265.804298 138.347373
  5537. L 266.139132 141.581198
  5538. L 266.473965 137.270329
  5539. L 266.808799 135.346618
  5540. L 267.143632 135.059669
  5541. L 267.478466 135.966289
  5542. L 267.813299 132.39489
  5543. L 268.148133 135.736238
  5544. L 268.482966 136.552662
  5545. L 268.8178 137.839881
  5546. L 269.152633 140.622397
  5547. L 269.487467 142.413511
  5548. L 269.8223 139.201877
  5549. L 270.157133 138.3521
  5550. L 270.491967 139.516466
  5551. L 270.8268 138.161078
  5552. L 271.161634 133.140947
  5553. L 271.831301 137.196285
  5554. L 272.166134 137.688258
  5555. L 272.835801 142.261509
  5556. L 273.170635 141.031061
  5557. L 273.505468 136.855447
  5558. L 273.840302 134.166706
  5559. L 274.175135 137.796468
  5560. L 274.509969 138.468707
  5561. L 274.844802 136.441803
  5562. L 275.179636 137.775724
  5563. L 275.514469 138.567012
  5564. L 275.849303 133.740688
  5565. L 276.184136 136.080962
  5566. L 276.51897 140.062309
  5567. L 276.853803 140.321935
  5568. L 277.188637 141.162275
  5569. L 277.52347 142.977567
  5570. L 277.858304 142.000545
  5571. L 278.193137 133.283035
  5572. L 278.527971 132.064311
  5573. L 278.862804 135.275738
  5574. L 279.197638 142.082896
  5575. L 279.532471 140.962873
  5576. L 279.867305 140.473965
  5577. L 280.202138 142.954428
  5578. L 280.536971 140.338648
  5579. L 280.871805 132.465002
  5580. L 281.206638 140.883542
  5581. L 281.541472 139.724825
  5582. L 281.876305 136.560914
  5583. L 282.211139 135.053504
  5584. L 282.545972 132.765844
  5585. L 282.880806 133.57313
  5586. L 283.550473 141.009775
  5587. L 283.885306 139.285927
  5588. L 284.554973 141.897685
  5589. L 284.889807 140.943802
  5590. L 285.22464 138.833217
  5591. L 285.559474 142.796198
  5592. L 285.894307 141.614071
  5593. L 286.229141 139.770922
  5594. L 286.563974 141.084362
  5595. L 286.898808 141.843056
  5596. L 287.568475 137.474322
  5597. L 287.903308 138.277811
  5598. L 288.238142 139.991672
  5599. L 288.572975 137.728217
  5600. L 288.907809 138.517046
  5601. L 289.242642 138.987914
  5602. L 289.577476 139.994691
  5603. L 289.912309 140.488888
  5604. L 290.247142 138.279565
  5605. L 290.581976 139.042281
  5606. L 290.916809 138.098512
  5607. L 291.251643 134.470332
  5608. L 291.92131 137.220427
  5609. L 292.256143 136.227081
  5610. L 292.590977 137.795112
  5611. L 292.92581 138.787825
  5612. L 293.260644 140.848499
  5613. L 293.595477 139.154939
  5614. L 293.930311 131.573287
  5615. L 294.265144 134.576915
  5616. L 294.599978 142.117704
  5617. L 294.934811 142.799985
  5618. L 295.269645 142.444324
  5619. L 295.939312 134.238003
  5620. L 296.608979 130.198564
  5621. L 296.943812 136.044627
  5622. L 297.278646 138.281734
  5623. L 297.613479 136.562568
  5624. L 297.948313 140.266736
  5625. L 298.283146 141.567097
  5626. L 298.61798 139.420801
  5627. L 298.952813 136.273196
  5628. L 299.287647 136.046028
  5629. L 299.62248 136.308637
  5630. L 299.957314 139.707516
  5631. L 300.292147 138.503443
  5632. L 300.62698 139.221879
  5633. L 300.961814 141.598742
  5634. L 301.296647 135.180027
  5635. L 301.631481 134.901403
  5636. L 301.966314 141.702234
  5637. L 302.301148 141.656019
  5638. L 302.635981 138.619924
  5639. L 302.970815 136.612425
  5640. L 303.305648 136.658423
  5641. L 303.640482 138.77631
  5642. L 303.975315 139.40727
  5643. L 304.310149 133.816079
  5644. L 304.979816 130.359985
  5645. L 305.314649 131.427205
  5646. L 305.649483 136.665319
  5647. L 305.984316 135.487947
  5648. L 306.31915 130.473927
  5649. L 306.653983 135.404818
  5650. L 306.988817 135.495901
  5651. L 307.32365 139.128121
  5652. L 307.993317 133.216556
  5653. L 308.328151 137.438059
  5654. L 308.662984 137.662488
  5655. L 308.997818 131.809078
  5656. L 309.332651 133.396217
  5657. L 309.667485 138.555433
  5658. L 310.002318 135.904645
  5659. L 310.337151 137.542762
  5660. L 311.006818 134.854266
  5661. L 311.341652 138.949852
  5662. L 311.676485 132.284375
  5663. L 312.011319 133.876539
  5664. L 312.346152 138.807304
  5665. L 312.680986 139.040889
  5666. L 313.015819 140.896539
  5667. L 313.350653 136.470184
  5668. L 313.685486 136.56424
  5669. L 314.02032 141.363466
  5670. L 314.355153 140.249156
  5671. L 314.689987 141.693647
  5672. L 315.02482 140.138297
  5673. L 315.359654 141.068291
  5674. L 315.694487 137.787891
  5675. L 316.029321 138.125547
  5676. L 316.364154 136.403551
  5677. L 316.698988 139.167376
  5678. L 317.033821 138.562258
  5679. L 317.703488 139.490363
  5680. L 318.038322 135.063691
  5681. L 318.373155 136.432701
  5682. L 318.707989 136.958045
  5683. L 319.042822 136.629833
  5684. L 319.377656 140.279643
  5685. L 319.712489 140.647823
  5686. L 320.382156 138.899914
  5687. L 320.716989 140.841087
  5688. L 321.051823 141.284441
  5689. L 321.386656 142.899717
  5690. L 321.72149 140.696812
  5691. L 322.056323 135.890401
  5692. L 322.391157 138.973172
  5693. L 322.72599 139.009986
  5694. L 323.060824 142.989733
  5695. L 323.395657 139.784977
  5696. L 324.065324 143.043242
  5697. L 324.400158 140.976142
  5698. L 324.734991 136.690664
  5699. L 325.404658 134.995729
  5700. L 325.739492 132.145758
  5701. L 326.074325 133.863153
  5702. L 326.409159 141.371646
  5703. L 326.743992 140.142672
  5704. L 327.078826 137.041968
  5705. L 327.413659 138.684704
  5706. L 327.748493 139.434531
  5707. L 328.083326 139.755213
  5708. L 328.41816 139.209189
  5709. L 328.752993 136.353577
  5710. L 329.087827 142.198826
  5711. L 329.42266 141.309325
  5712. L 329.757494 138.52735
  5713. L 330.42716 135.248314
  5714. L 330.761994 135.783293
  5715. L 331.096827 136.672243
  5716. L 331.431661 138.303698
  5717. L 331.766494 127.5014
  5718. L 332.436161 137.845042
  5719. L 332.770995 140.883352
  5720. L 333.105828 140.651502
  5721. L 333.440662 141.009179
  5722. L 333.775495 139.686112
  5723. L 334.110329 137.653567
  5724. L 334.779996 138.066434
  5725. L 335.114829 132.941375
  5726. L 335.449663 137.346299
  5727. L 335.784496 138.693462
  5728. L 336.11933 142.234103
  5729. L 336.454163 142.112733
  5730. L 336.788997 143.546667
  5731. L 337.12383 140.412177
  5732. L 337.458664 140.217512
  5733. L 337.793497 136.897395
  5734. L 338.128331 140.09559
  5735. L 338.463164 139.972718
  5736. L 338.797998 135.980363
  5737. L 339.132831 135.280573
  5738. L 339.467665 138.161104
  5739. L 339.802498 137.717407
  5740. L 340.472165 140.87293
  5741. L 340.806998 141.276126
  5742. L 341.141832 140.973349
  5743. L 341.476665 136.107066
  5744. L 341.811499 138.703106
  5745. L 342.146332 135.836567
  5746. L 343.150833 141.840878
  5747. L 343.485666 135.753294
  5748. L 343.8205 136.794481
  5749. L 344.155333 142.731011
  5750. L 344.490167 138.360154
  5751. L 344.825 137.434245
  5752. L 345.159834 137.925721
  5753. L 345.494667 139.070934
  5754. L 345.829501 137.137136
  5755. L 346.164334 139.605605
  5756. L 346.499168 140.207389
  5757. L 346.834001 140.566069
  5758. L 347.168835 140.426991
  5759. L 347.838502 133.954154
  5760. L 348.173335 133.554655
  5761. L 348.508169 129.730942
  5762. L 349.177836 140.581046
  5763. L 349.512669 138.593458
  5764. L 349.847503 143.75329
  5765. L 350.182336 138.696761
  5766. L 350.517169 141.365825
  5767. L 350.852003 140.833476
  5768. L 351.186836 142.381081
  5769. L 351.52167 140.131789
  5770. L 351.856503 140.840491
  5771. L 352.191337 138.093613
  5772. L 352.52617 139.011984
  5773. L 352.861004 137.097113
  5774. L 353.195837 137.474557
  5775. L 353.530671 138.337412
  5776. L 353.865504 139.848808
  5777. L 354.535171 132.866507
  5778. L 354.870005 134.347162
  5779. L 355.204838 137.304233
  5780. L 355.539672 137.186324
  5781. L 355.874505 139.00243
  5782. L 356.209339 133.201796
  5783. L 356.544172 135.071447
  5784. L 356.879006 139.281688
  5785. L 357.213839 139.580008
  5786. L 357.548673 143.645766
  5787. L 357.883506 142.162526
  5788. L 358.21834 139.08094
  5789. L 358.888007 139.445919
  5790. L 359.22284 139.248697
  5791. L 359.557674 139.492016
  5792. L 359.892507 139.287599
  5793. L 360.227341 136.719271
  5794. L 360.562174 139.149633
  5795. L 360.897007 140.721542
  5796. L 361.231841 140.53155
  5797. L 361.566674 138.372311
  5798. L 361.901508 137.783263
  5799. L 362.236341 134.287525
  5800. L 362.571175 137.00133
  5801. L 362.906008 133.552368
  5802. L 363.240842 134.279255
  5803. L 363.575675 124.637952
  5804. L 363.910509 128.991229
  5805. L 364.245342 136.449476
  5806. L 364.580176 132.76316
  5807. L 365.249843 141.163803
  5808. L 365.584676 139.961709
  5809. L 366.254343 133.105986
  5810. L 366.92401 139.555378
  5811. L 367.258844 136.663467
  5812. L 367.593677 139.253984
  5813. L 367.928511 137.84947
  5814. L 368.263344 139.524917
  5815. L 368.598178 134.373799
  5816. L 368.933011 137.260107
  5817. L 369.267845 134.871105
  5818. L 369.602678 129.901799
  5819. L 369.937512 130.918555
  5820. L 370.272345 140.186726
  5821. L 370.607178 141.032968
  5822. L 370.942012 141.295676
  5823. L 371.276845 136.261609
  5824. L 371.611679 135.924106
  5825. L 371.946512 137.137362
  5826. L 372.281346 134.782617
  5827. L 372.281346 134.782617
  5828. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  5829. </g>
  5830. <g id="text_13">
  5831. <g id="patch_15">
  5832. <path d="M 18.697188 136.637868
  5833. L 29.458438 136.637868
  5834. Q 31.858438 136.637868 31.858438 134.237868
  5835. L 31.858438 126.495368
  5836. Q 31.858438 124.095368 29.458438 124.095368
  5837. L 18.697188 124.095368
  5838. Q 16.297188 124.095368 16.297188 126.495368
  5839. L 16.297188 134.237868
  5840. Q 16.297188 136.637868 18.697188 136.637868
  5841. z
  5842. " style="fill:#ffffff;opacity:0.8;"/>
  5843. </g>
  5844. <!-- FD -->
  5845. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  5846. <use xlink:href="#DejaVuSans-46"/>
  5847. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  5848. </g>
  5849. </g>
  5850. <g id="text_14">
  5851. <g id="patch_16">
  5852. <path d="M 290.289663 133.502243
  5853. L 365.209663 133.502243
  5854. Q 366.409663 133.502243 366.409663 132.302243
  5855. L 366.409663 128.430993
  5856. Q 366.409663 127.230993 365.209663 127.230993
  5857. L 290.289663 127.230993
  5858. Q 289.089663 127.230993 289.089663 128.430993
  5859. L 289.089663 132.302243
  5860. Q 289.089663 133.502243 290.289663 133.502243
  5861. z
  5862. " style="fill:#ffffff;opacity:0.8;"/>
  5863. </g>
  5864. <!-- max: 0.223 $\bullet$ mean: 0.074 $\bullet$ $\sigma$: 0.032 -->
  5865. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  5866. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  5867. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  5868. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  5869. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  5870. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  5871. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  5872. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  5873. <use transform="translate(378.681641 0.78125)" xlink:href="#DejaVuSans-32"/>
  5874. <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-32"/>
  5875. <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-33"/>
  5876. <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-20"/>
  5877. <use transform="translate(601.337891 0.78125)" xlink:href="#DejaVuSans-2219"/>
  5878. <use transform="translate(663.935547 0.78125)" xlink:href="#DejaVuSans-20"/>
  5879. <use transform="translate(695.722656 0.78125)" xlink:href="#DejaVuSans-6d"/>
  5880. <use transform="translate(793.134766 0.78125)" xlink:href="#DejaVuSans-65"/>
  5881. <use transform="translate(854.658203 0.78125)" xlink:href="#DejaVuSans-61"/>
  5882. <use transform="translate(915.9375 0.78125)" xlink:href="#DejaVuSans-6e"/>
  5883. <use transform="translate(979.316406 0.78125)" xlink:href="#DejaVuSans-3a"/>
  5884. <use transform="translate(1013.007812 0.78125)" xlink:href="#DejaVuSans-20"/>
  5885. <use transform="translate(1044.794922 0.78125)" xlink:href="#DejaVuSans-30"/>
  5886. <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
  5887. <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-30"/>
  5888. <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-37"/>
  5889. <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-34"/>
  5890. <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
  5891. <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
  5892. <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
  5893. <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  5894. <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  5895. <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
  5896. <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
  5897. <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
  5898. <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
  5899. <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-33"/>
  5900. <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-32"/>
  5901. </g>
  5902. </g>
  5903. <g id="text_15">
  5904. <!-- 0.13 -->
  5905. <g style="fill:#d3d3d3;" transform="translate(11.0175 133.510136)scale(0.03 -0.03)">
  5906. <use xlink:href="#DejaVuSans-30"/>
  5907. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  5908. <use x="95.410156" xlink:href="#DejaVuSans-31"/>
  5909. <use x="159.033203" xlink:href="#DejaVuSans-33"/>
  5910. </g>
  5911. </g>
  5912. </g>
  5913. <g id="axes_6">
  5914. <g id="patch_17">
  5915. <path d="M 15.161346 278.112
  5916. L 18.697188 278.112
  5917. L 18.697188 150.37824
  5918. L 15.161346 150.37824
  5919. z
  5920. " style="fill:#ffffff;"/>
  5921. </g>
  5922. <g clip-path="url(#p88cef76008)">
  5923. <image height="939" id="imaged2dd1c9a5b" transform="matrix(4 0 0 0.136315 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  5924. iVBORw0KGgoAAAANSUhEUgAAAAEAAAOrCAYAAACWeuycAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16ENACEABMELiiogKDA0RCM0Ri2v6QRaeHkha0avXeW5TpAkAAAAAIBn2HE4ZPyll+SQ4Ya+2pgVAABnLnDBDW6Ye0HiAAAAAElFTkSuQmCC"/>
  5925. </g>
  5926. <g id="matplotlib.axis_11"/>
  5927. <g id="matplotlib.axis_12"/>
  5928. </g>
  5929. <g id="axes_7">
  5930. <g id="patch_18">
  5931. <path d="M 18.697188 278.112
  5932. L 372.281346 278.112
  5933. L 372.281346 150.37824
  5934. L 18.697188 150.37824
  5935. z
  5936. " style="fill:#ffffff;"/>
  5937. </g>
  5938. <g clip-path="url(#p08d11add07)">
  5939. <image height="128.16" id="image6cbd8eb00d" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  5940. 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" y="-149.952"/>
  5941. </g>
  5942. <g id="matplotlib.axis_13">
  5943. <g id="xtick_31">
  5944. <g id="line2d_11">
  5945. <defs>
  5946. <path d="M 0 0
  5947. L 0 4.8
  5948. " id="m84689215f6" style="stroke:#262626;"/>
  5949. </defs>
  5950. <g>
  5951. <use style="fill:#262626;stroke:#262626;" x="19.031388" xlink:href="#m84689215f6" y="278.112"/>
  5952. </g>
  5953. </g>
  5954. <g id="text_16">
  5955. <!-- 0.00 -->
  5956. <g style="fill:#262626;" transform="translate(13.464982 290.211219)scale(0.05 -0.05)">
  5957. <use xlink:href="#DejaVuSans-30"/>
  5958. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  5959. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  5960. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  5961. </g>
  5962. </g>
  5963. </g>
  5964. <g id="xtick_32">
  5965. <g id="line2d_12">
  5966. <g>
  5967. <use style="fill:#262626;stroke:#262626;" x="89.8819" xlink:href="#m84689215f6" y="278.112"/>
  5968. </g>
  5969. </g>
  5970. <g id="text_17">
  5971. <!-- 318.00 -->
  5972. <g style="fill:#262626;" transform="translate(81.134244 290.211219)scale(0.05 -0.05)">
  5973. <use xlink:href="#DejaVuSans-33"/>
  5974. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  5975. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  5976. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  5977. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  5978. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  5979. </g>
  5980. </g>
  5981. </g>
  5982. <g id="xtick_33">
  5983. <g id="line2d_13">
  5984. <g>
  5985. <use style="fill:#262626;stroke:#262626;" x="160.732412" xlink:href="#m84689215f6" y="278.112"/>
  5986. </g>
  5987. </g>
  5988. <g id="text_18">
  5989. <!-- 636.00 -->
  5990. <g style="fill:#262626;" transform="translate(151.984756 290.211219)scale(0.05 -0.05)">
  5991. <use xlink:href="#DejaVuSans-36"/>
  5992. <use x="63.623047" xlink:href="#DejaVuSans-33"/>
  5993. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  5994. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  5995. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  5996. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  5997. </g>
  5998. </g>
  5999. </g>
  6000. <g id="xtick_34">
  6001. <g id="line2d_14">
  6002. <g>
  6003. <use style="fill:#262626;stroke:#262626;" x="231.582924" xlink:href="#m84689215f6" y="278.112"/>
  6004. </g>
  6005. </g>
  6006. <g id="text_19">
  6007. <!-- 954.00 -->
  6008. <g style="fill:#262626;" transform="translate(222.835267 290.211219)scale(0.05 -0.05)">
  6009. <use xlink:href="#DejaVuSans-39"/>
  6010. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  6011. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  6012. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  6013. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  6014. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  6015. </g>
  6016. </g>
  6017. </g>
  6018. <g id="xtick_35">
  6019. <g id="line2d_15">
  6020. <g>
  6021. <use style="fill:#262626;stroke:#262626;" x="302.433436" xlink:href="#m84689215f6" y="278.112"/>
  6022. </g>
  6023. </g>
  6024. <g id="text_20">
  6025. <!-- 1272.00 -->
  6026. <g style="fill:#262626;" transform="translate(292.095154 290.211219)scale(0.05 -0.05)">
  6027. <use xlink:href="#DejaVuSans-31"/>
  6028. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  6029. <use x="127.246094" xlink:href="#DejaVuSans-37"/>
  6030. <use x="190.869141" xlink:href="#DejaVuSans-32"/>
  6031. <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
  6032. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  6033. <use x="349.902344" xlink:href="#DejaVuSans-30"/>
  6034. </g>
  6035. </g>
  6036. </g>
  6037. <g id="text_21">
  6038. <!-- time (s) -->
  6039. <defs>
  6040. <path d="M 18.3125 70.21875
  6041. L 18.3125 54.6875
  6042. L 36.8125 54.6875
  6043. L 36.8125 47.703125
  6044. L 18.3125 47.703125
  6045. L 18.3125 18.015625
  6046. Q 18.3125 11.328125 20.140625 9.421875
  6047. Q 21.96875 7.515625 27.59375 7.515625
  6048. L 36.8125 7.515625
  6049. L 36.8125 0
  6050. L 27.59375 0
  6051. Q 17.1875 0 13.234375 3.875
  6052. Q 9.28125 7.765625 9.28125 18.015625
  6053. L 9.28125 47.703125
  6054. L 2.6875 47.703125
  6055. L 2.6875 54.6875
  6056. L 9.28125 54.6875
  6057. L 9.28125 70.21875
  6058. z
  6059. " id="DejaVuSans-74"/>
  6060. <path d="M 9.421875 54.6875
  6061. L 18.40625 54.6875
  6062. L 18.40625 0
  6063. L 9.421875 0
  6064. z
  6065. M 9.421875 75.984375
  6066. L 18.40625 75.984375
  6067. L 18.40625 64.59375
  6068. L 9.421875 64.59375
  6069. z
  6070. " id="DejaVuSans-69"/>
  6071. <path d="M 31 75.875
  6072. Q 24.46875 64.65625 21.28125 53.65625
  6073. Q 18.109375 42.671875 18.109375 31.390625
  6074. Q 18.109375 20.125 21.3125 9.0625
  6075. Q 24.515625 -2 31 -13.1875
  6076. L 23.1875 -13.1875
  6077. Q 15.875 -1.703125 12.234375 9.375
  6078. Q 8.59375 20.453125 8.59375 31.390625
  6079. Q 8.59375 42.28125 12.203125 53.3125
  6080. Q 15.828125 64.359375 23.1875 75.875
  6081. z
  6082. " id="DejaVuSans-28"/>
  6083. <path d="M 44.28125 53.078125
  6084. L 44.28125 44.578125
  6085. Q 40.484375 46.53125 36.375 47.5
  6086. Q 32.28125 48.484375 27.875 48.484375
  6087. Q 21.1875 48.484375 17.84375 46.4375
  6088. Q 14.5 44.390625 14.5 40.28125
  6089. Q 14.5 37.15625 16.890625 35.375
  6090. Q 19.28125 33.59375 26.515625 31.984375
  6091. L 29.59375 31.296875
  6092. Q 39.15625 29.25 43.1875 25.515625
  6093. Q 47.21875 21.78125 47.21875 15.09375
  6094. Q 47.21875 7.46875 41.1875 3.015625
  6095. Q 35.15625 -1.421875 24.609375 -1.421875
  6096. Q 20.21875 -1.421875 15.453125 -0.5625
  6097. Q 10.6875 0.296875 5.421875 2
  6098. L 5.421875 11.28125
  6099. Q 10.40625 8.6875 15.234375 7.390625
  6100. Q 20.0625 6.109375 24.8125 6.109375
  6101. Q 31.15625 6.109375 34.5625 8.28125
  6102. Q 37.984375 10.453125 37.984375 14.40625
  6103. Q 37.984375 18.0625 35.515625 20.015625
  6104. Q 33.0625 21.96875 24.703125 23.78125
  6105. L 21.578125 24.515625
  6106. Q 13.234375 26.265625 9.515625 29.90625
  6107. Q 5.8125 33.546875 5.8125 39.890625
  6108. Q 5.8125 47.609375 11.28125 51.796875
  6109. Q 16.75 56 26.8125 56
  6110. Q 31.78125 56 36.171875 55.265625
  6111. Q 40.578125 54.546875 44.28125 53.078125
  6112. z
  6113. " id="DejaVuSans-73"/>
  6114. <path d="M 8.015625 75.875
  6115. L 15.828125 75.875
  6116. Q 23.140625 64.359375 26.78125 53.3125
  6117. Q 30.421875 42.28125 30.421875 31.390625
  6118. Q 30.421875 20.453125 26.78125 9.375
  6119. Q 23.140625 -1.703125 15.828125 -13.1875
  6120. L 8.015625 -13.1875
  6121. Q 14.5 -2 17.703125 9.0625
  6122. Q 20.90625 20.125 20.90625 31.390625
  6123. Q 20.90625 42.671875 17.703125 53.65625
  6124. Q 14.5 64.65625 8.015625 75.875
  6125. z
  6126. " id="DejaVuSans-29"/>
  6127. </defs>
  6128. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  6129. <use xlink:href="#DejaVuSans-74"/>
  6130. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  6131. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  6132. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  6133. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  6134. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  6135. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  6136. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  6137. </g>
  6138. </g>
  6139. </g>
  6140. <g id="matplotlib.axis_14"/>
  6141. </g>
  6142. </g>
  6143. <defs>
  6144. <clipPath id="peb3d55b322">
  6145. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  6146. </clipPath>
  6147. <clipPath id="p441155e7ce">
  6148. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  6149. </clipPath>
  6150. <clipPath id="pfad9ef298e">
  6151. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  6152. </clipPath>
  6153. <clipPath id="pc9cb417c10">
  6154. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  6155. </clipPath>
  6156. <clipPath id="p7568471d3c">
  6157. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  6158. </clipPath>
  6159. <clipPath id="p88cef76008">
  6160. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  6161. </clipPath>
  6162. <clipPath id="p08d11add07">
  6163. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  6164. </clipPath>
  6165. </defs>
  6166. </svg>