1234567891011121314151617181920212223242526272829303132333435363738394041424344454647484950515253545556575859606162636465666768697071727374757677787980818283848586878889909192939495969798991001011021031041051061071081091101111121131141151161171181191201211221231241251261271281291301311321331341351361371381391401411421431441451461471481491501511521531541551561571581591601611621631641651661671681691701711721731741751761771781791801811821831841851861871881891901911921931941951961971981992002012022032042052062072082092102112122132142152162172182192202212222232242252262272282292302312322332342352362372382392402412422432442452462472482492502512522532542552562572582592602612622632642652662672682692702712722732742752762772782792802812822832842852862872882892902912922932942952962972982993003013023033043053063073083093103113123133143153163173183193203213223233243253263273283293303313323333343353363373383393403413423433443453463473483493503513523533543553563573583593603613623633643653663673683693703713723733743753763773783793803813823833843853863873883893903913923933943953963973983994004014024034044054064074084094104114124134144154164174184194204214224234244254264274284294304314324334344354364374384394404414424434444454464474484494504514524534544554564574584594604614624634644654664674684694704714724734744754764774784794804814824834844854864874884894904914924934944954964974984995005015025035045055065075085095105115125135145155165175185195205215225235245255265275285295305315325335345355365375385395405415425435445455465475485495505515525535545555565575585595605615625635645655665675685695705715725735745755765775785795805815825835845855865875885895905915925935945955965975985996006016026036046056066076086096106116126136146156166176186196206216226236246256266276286296306316326336346356366376386396406416426436446456466476486496506516526536546556566576586596606616626636646656666676686696706716726736746756766776786796806816826836846856866876886896906916926936946956966976986997007017027037047057067077087097107117127137147157167177187197207217227237247257267277287297307317327337347357367377387397407417427437447457467477487497507517527537547557567577587597607617627637647657667677687697707717727737747757767777787797807817827837847857867877887897907917927937947957967977987998008018028038048058068078088098108118128138148158168178188198208218228238248258268278288298308318328338348358368378388398408418428438448458468478488498508518528538548558568578588598608618628638648658668678688698708718728738748758768778788798808818828838848858868878888898908918928938948958968978988999009019029039049059069079089099109119129139149159169179189199209219229239249259269279289299309319329339349359369379389399409419429439449459469479489499509519529539549559569579589599609619629639649659669679689699709719729739749759769779789799809819829839849859869879889899909919929939949959969979989991000100110021003100410051006100710081009101010111012101310141015101610171018101910201021102210231024102510261027102810291030103110321033103410351036103710381039104010411042104310441045104610471048104910501051105210531054105510561057105810591060106110621063106410651066106710681069107010711072107310741075107610771078107910801081108210831084108510861087108810891090109110921093109410951096109710981099110011011102110311041105110611071108110911101111111211131114111511161117111811191120112111221123112411251126112711281129113011311132113311341135113611371138113911401141114211431144114511461147114811491150115111521153115411551156115711581159116011611162116311641165116611671168116911701171117211731174117511761177117811791180118111821183118411851186118711881189119011911192119311941195119611971198119912001201120212031204120512061207120812091210121112121213121412151216121712181219122012211222122312241225122612271228122912301231123212331234123512361237123812391240124112421243124412451246124712481249125012511252125312541255125612571258125912601261126212631264126512661267126812691270127112721273127412751276127712781279128012811282128312841285128612871288128912901291129212931294129512961297129812991300130113021303130413051306130713081309131013111312131313141315131613171318131913201321132213231324132513261327132813291330133113321333133413351336133713381339134013411342134313441345134613471348134913501351135213531354135513561357135813591360136113621363136413651366136713681369137013711372137313741375137613771378137913801381138213831384138513861387138813891390139113921393139413951396139713981399140014011402140314041405140614071408140914101411141214131414141514161417141814191420142114221423142414251426142714281429143014311432143314341435143614371438143914401441144214431444144514461447144814491450145114521453145414551456145714581459146014611462146314641465146614671468146914701471147214731474147514761477147814791480148114821483148414851486148714881489149014911492149314941495149614971498149915001501150215031504150515061507150815091510151115121513151415151516151715181519152015211522152315241525152615271528152915301531153215331534153515361537153815391540154115421543154415451546154715481549155015511552155315541555155615571558155915601561156215631564156515661567156815691570157115721573157415751576157715781579158015811582158315841585158615871588158915901591159215931594159515961597159815991600160116021603160416051606160716081609161016111612161316141615161616171618161916201621162216231624162516261627162816291630163116321633163416351636163716381639164016411642164316441645164616471648164916501651165216531654165516561657165816591660166116621663166416651666166716681669167016711672167316741675167616771678167916801681168216831684168516861687168816891690169116921693169416951696169716981699170017011702170317041705170617071708170917101711171217131714171517161717171817191720172117221723172417251726172717281729173017311732173317341735173617371738173917401741174217431744174517461747174817491750175117521753175417551756175717581759176017611762176317641765176617671768176917701771177217731774177517761777177817791780178117821783178417851786178717881789179017911792179317941795179617971798179918001801180218031804180518061807180818091810181118121813181418151816181718181819182018211822182318241825182618271828182918301831183218331834183518361837183818391840184118421843184418451846184718481849185018511852185318541855185618571858185918601861186218631864186518661867186818691870187118721873187418751876187718781879188018811882188318841885188618871888188918901891189218931894189518961897189818991900190119021903190419051906190719081909191019111912191319141915191619171918191919201921192219231924192519261927192819291930193119321933193419351936193719381939194019411942194319441945194619471948194919501951195219531954195519561957195819591960196119621963196419651966196719681969197019711972197319741975197619771978197919801981198219831984198519861987198819891990199119921993199419951996199719981999200020012002200320042005200620072008200920102011201220132014201520162017201820192020202120222023202420252026202720282029203020312032203320342035203620372038203920402041204220432044204520462047204820492050205120522053205420552056205720582059206020612062206320642065206620672068206920702071207220732074207520762077207820792080208120822083208420852086208720882089209020912092209320942095209620972098209921002101210221032104210521062107210821092110211121122113211421152116211721182119212021212122212321242125212621272128212921302131213221332134213521362137213821392140214121422143214421452146214721482149215021512152215321542155215621572158215921602161216221632164216521662167216821692170217121722173217421752176217721782179218021812182218321842185218621872188218921902191219221932194219521962197219821992200220122022203220422052206220722082209221022112212221322142215221622172218221922202221222222232224222522262227222822292230223122322233223422352236223722382239224022412242224322442245224622472248224922502251225222532254225522562257225822592260226122622263226422652266226722682269227022712272227322742275227622772278227922802281228222832284228522862287228822892290229122922293229422952296229722982299230023012302230323042305230623072308230923102311231223132314231523162317231823192320232123222323232423252326232723282329233023312332233323342335233623372338233923402341234223432344234523462347234823492350235123522353235423552356235723582359236023612362236323642365236623672368236923702371237223732374237523762377237823792380238123822383238423852386238723882389239023912392239323942395239623972398239924002401240224032404240524062407240824092410241124122413241424152416241724182419242024212422242324242425242624272428242924302431243224332434243524362437243824392440244124422443244424452446244724482449245024512452245324542455245624572458245924602461246224632464246524662467246824692470247124722473247424752476247724782479248024812482248324842485248624872488248924902491249224932494249524962497249824992500250125022503250425052506250725082509251025112512251325142515251625172518251925202521252225232524252525262527252825292530253125322533253425352536253725382539254025412542254325442545254625472548254925502551255225532554255525562557255825592560256125622563256425652566256725682569257025712572257325742575257625772578257925802581258225832584258525862587258825892590259125922593259425952596259725982599260026012602260326042605260626072608260926102611261226132614261526162617261826192620262126222623262426252626262726282629263026312632263326342635263626372638263926402641264226432644264526462647264826492650265126522653265426552656265726582659266026612662266326642665266626672668266926702671267226732674267526762677267826792680268126822683268426852686268726882689269026912692269326942695269626972698269927002701270227032704270527062707270827092710271127122713271427152716271727182719272027212722272327242725272627272728272927302731273227332734273527362737273827392740274127422743274427452746274727482749275027512752275327542755275627572758275927602761276227632764276527662767276827692770277127722773277427752776277727782779278027812782278327842785278627872788278927902791279227932794279527962797279827992800280128022803280428052806280728082809281028112812281328142815281628172818281928202821282228232824282528262827282828292830283128322833283428352836283728382839284028412842284328442845284628472848284928502851285228532854285528562857285828592860286128622863286428652866286728682869287028712872287328742875287628772878287928802881288228832884288528862887288828892890289128922893289428952896289728982899290029012902290329042905290629072908290929102911291229132914291529162917291829192920292129222923292429252926292729282929293029312932293329342935293629372938293929402941294229432944294529462947294829492950295129522953295429552956295729582959296029612962296329642965296629672968296929702971297229732974297529762977297829792980298129822983298429852986298729882989299029912992299329942995299629972998299930003001300230033004300530063007300830093010301130123013301430153016301730183019302030213022302330243025302630273028302930303031303230333034303530363037303830393040304130423043304430453046304730483049305030513052305330543055305630573058305930603061306230633064306530663067306830693070307130723073307430753076307730783079308030813082308330843085308630873088308930903091309230933094309530963097309830993100310131023103310431053106310731083109311031113112311331143115311631173118311931203121312231233124312531263127312831293130313131323133313431353136313731383139314031413142314331443145314631473148314931503151315231533154315531563157315831593160316131623163316431653166316731683169317031713172317331743175317631773178317931803181318231833184318531863187318831893190319131923193319431953196319731983199320032013202320332043205320632073208320932103211321232133214321532163217321832193220322132223223322432253226322732283229323032313232323332343235323632373238323932403241324232433244324532463247324832493250325132523253325432553256325732583259326032613262326332643265326632673268326932703271327232733274327532763277327832793280328132823283328432853286328732883289329032913292329332943295329632973298329933003301330233033304330533063307330833093310331133123313331433153316331733183319332033213322332333243325332633273328332933303331333233333334333533363337333833393340334133423343334433453346334733483349335033513352335333543355335633573358335933603361336233633364336533663367336833693370337133723373337433753376337733783379338033813382338333843385338633873388338933903391339233933394339533963397339833993400340134023403340434053406340734083409341034113412341334143415341634173418341934203421342234233424342534263427342834293430343134323433343434353436343734383439344034413442344334443445344634473448344934503451345234533454345534563457345834593460346134623463346434653466346734683469347034713472347334743475347634773478347934803481348234833484348534863487348834893490349134923493349434953496349734983499350035013502350335043505350635073508350935103511351235133514351535163517351835193520352135223523352435253526352735283529353035313532353335343535353635373538353935403541354235433544354535463547354835493550355135523553355435553556355735583559356035613562356335643565356635673568356935703571357235733574357535763577357835793580358135823583358435853586358735883589359035913592359335943595359635973598359936003601360236033604360536063607360836093610361136123613361436153616361736183619362036213622362336243625362636273628362936303631363236333634363536363637363836393640364136423643364436453646364736483649365036513652365336543655365636573658365936603661366236633664366536663667366836693670367136723673367436753676367736783679368036813682368336843685368636873688368936903691369236933694369536963697369836993700370137023703370437053706370737083709371037113712371337143715371637173718371937203721372237233724372537263727372837293730373137323733373437353736373737383739374037413742374337443745374637473748374937503751375237533754375537563757375837593760376137623763376437653766376737683769377037713772377337743775377637773778377937803781378237833784378537863787378837893790379137923793379437953796379737983799380038013802380338043805380638073808380938103811381238133814381538163817381838193820382138223823382438253826382738283829383038313832383338343835383638373838383938403841384238433844384538463847384838493850385138523853385438553856385738583859386038613862386338643865386638673868386938703871387238733874387538763877387838793880388138823883388438853886388738883889389038913892389338943895389638973898389939003901390239033904390539063907390839093910391139123913391439153916391739183919392039213922392339243925392639273928392939303931393239333934393539363937393839393940394139423943394439453946394739483949395039513952395339543955395639573958395939603961396239633964396539663967396839693970397139723973397439753976397739783979398039813982398339843985398639873988398939903991399239933994399539963997399839994000400140024003400440054006400740084009401040114012401340144015401640174018401940204021402240234024402540264027402840294030403140324033403440354036403740384039404040414042404340444045404640474048404940504051405240534054405540564057405840594060406140624063406440654066406740684069407040714072407340744075407640774078407940804081408240834084408540864087408840894090409140924093409440954096409740984099410041014102410341044105410641074108410941104111411241134114411541164117411841194120412141224123412441254126412741284129413041314132413341344135413641374138413941404141414241434144414541464147414841494150415141524153415441554156415741584159416041614162416341644165416641674168416941704171417241734174417541764177417841794180418141824183418441854186418741884189419041914192419341944195419641974198419942004201420242034204420542064207420842094210421142124213421442154216421742184219422042214222422342244225422642274228422942304231423242334234423542364237423842394240424142424243424442454246424742484249425042514252425342544255425642574258425942604261426242634264426542664267426842694270427142724273427442754276427742784279428042814282428342844285428642874288428942904291429242934294429542964297429842994300430143024303430443054306430743084309431043114312431343144315431643174318431943204321432243234324432543264327432843294330433143324333433443354336433743384339434043414342434343444345434643474348434943504351435243534354435543564357435843594360436143624363436443654366436743684369437043714372437343744375437643774378437943804381438243834384438543864387438843894390439143924393439443954396439743984399440044014402440344044405440644074408440944104411441244134414441544164417441844194420442144224423442444254426442744284429443044314432443344344435443644374438443944404441444244434444444544464447444844494450445144524453445444554456445744584459446044614462446344644465446644674468446944704471447244734474447544764477447844794480448144824483448444854486448744884489449044914492449344944495449644974498449945004501450245034504450545064507450845094510451145124513451445154516451745184519452045214522452345244525452645274528452945304531453245334534453545364537453845394540454145424543454445454546454745484549455045514552455345544555455645574558455945604561456245634564456545664567456845694570457145724573457445754576457745784579458045814582458345844585458645874588458945904591459245934594459545964597459845994600460146024603460446054606460746084609461046114612461346144615461646174618461946204621462246234624462546264627462846294630463146324633463446354636463746384639464046414642464346444645464646474648464946504651465246534654465546564657465846594660466146624663466446654666466746684669467046714672467346744675467646774678467946804681468246834684468546864687468846894690469146924693469446954696469746984699470047014702470347044705470647074708470947104711471247134714471547164717471847194720472147224723472447254726472747284729473047314732473347344735473647374738473947404741474247434744474547464747474847494750475147524753475447554756475747584759 |
- <?xml version="1.0" encoding="utf-8" standalone="no"?>
- <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
- "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
- <!-- Created with matplotlib (http://matplotlib.org/) -->
- <svg height="309.883863pt" version="1.1" viewBox="0 0 387.950789 309.883863" width="387.950789pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
- <defs>
- <style type="text/css">
- *{stroke-linecap:butt;stroke-linejoin:round;}
- </style>
- </defs>
- <g id="figure_1">
- <g id="patch_1">
- <path d="M 0 309.883863
- L 387.950789 309.883863
- L 387.950789 0
- L 0 0
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="axes_1">
- <g id="patch_2">
- <path d="M 18.697188 37.546752
- L 372.281346 37.546752
- L 372.281346 12
- L 18.697188 12
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_1">
- <g id="xtick_1"/>
- <g id="xtick_2"/>
- <g id="xtick_3"/>
- <g id="xtick_4"/>
- <g id="xtick_5"/>
- <g id="xtick_6"/>
- </g>
- <g id="matplotlib.axis_2"/>
- <g id="line2d_1">
- <path clip-path="url(#p78a827c656)" d="M 18.697188 22.886802
- L 372.281346 22.886802
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#p78a827c656)" d="M 18.697188 24.61375
- L 20.568003 24.906364
- L 20.942166 24.664614
- L 21.316329 24.624317
- L 22.064656 24.892368
- L 22.438819 25.116778
- L 23.187145 25.053489
- L 23.935471 25.12964
- L 25.057961 24.840269
- L 25.806287 24.982952
- L 26.18045 25.217983
- L 26.554613 25.283196
- L 27.30294 25.119073
- L 27.677103 24.601687
- L 28.051266 24.541763
- L 28.425429 24.631362
- L 28.799592 24.881114
- L 30.296245 24.995712
- L 30.670408 25.103953
- L 32.16706 24.911243
- L 32.541223 25.022793
- L 33.28955 24.882564
- L 34.037876 24.616027
- L 35.160365 24.832788
- L 36.282855 24.852713
- L 38.527833 25.066454
- L 38.901997 24.943083
- L 39.650323 24.12839
- L 40.024486 24.256761
- L 40.772812 24.909283
- L 41.146975 24.952729
- L 41.521138 24.876328
- L 42.269465 24.451143
- L 43.391954 25.005182
- L 44.514444 24.985768
- L 45.636933 24.867183
- L 46.385259 24.438262
- L 47.133585 24.629921
- L 47.881912 24.882276
- L 48.630238 24.566865
- L 50.12689 24.851301
- L 50.501054 24.507182
- L 50.875217 24.323674
- L 51.623543 24.47222
- L 51.997706 24.755624
- L 52.371869 24.748097
- L 52.746032 24.589764
- L 53.868522 24.581595
- L 54.242685 24.740327
- L 54.991011 24.697996
- L 55.739337 24.428829
- L 57.610153 24.832556
- L 59.106806 24.408151
- L 59.480969 24.525899
- L 60.603458 24.432491
- L 60.977621 25.142818
- L 61.351784 24.527182
- L 61.725948 24.638508
- L 62.100111 24.619206
- L 62.848437 24.461774
- L 63.596763 24.550573
- L 63.970926 24.323227
- L 64.345089 24.830167
- L 64.719253 23.527995
- L 65.841742 24.566753
- L 66.215905 24.802621
- L 66.590068 24.617533
- L 67.338394 24.611492
- L 67.712558 24.548724
- L 68.460884 24.061384
- L 69.20921 23.933339
- L 70.3317 24.608862
- L 71.080026 24.766042
- L 71.454189 24.639456
- L 74.447494 24.505909
- L 74.821657 24.750801
- L 75.569983 24.532247
- L 77.066636 24.78659
- L 77.440799 24.744807
- L 78.563288 24.016878
- L 78.937452 24.110686
- L 79.311615 24.396943
- L 80.059941 24.629559
- L 80.434104 24.48353
- L 81.18243 24.46539
- L 81.556593 24.421571
- L 82.30492 24.561846
- L 83.427409 24.332242
- L 84.549898 24.538473
- L 85.672388 24.28571
- L 86.420714 24.51116
- L 87.543204 24.473902
- L 89.039856 24.606427
- L 90.536509 24.532488
- L 92.033161 24.134487
- L 92.781487 24.421376
- L 93.15565 24.661426
- L 93.529814 24.685068
- L 94.27814 24.471152
- L 94.652303 24.511941
- L 95.400629 24.732958
- L 95.774792 24.850743
- L 96.148956 24.563017
- L 96.523119 23.99251
- L 96.897282 23.875812
- L 97.645608 24.079023
- L 98.019771 24.365364
- L 98.393934 24.382548
- L 98.768097 24.561428
- L 99.142261 24.527321
- L 99.516424 24.314259
- L 99.890587 24.638573
- L 100.26475 24.429935
- L 100.638913 24.380094
- L 101.013076 24.47564
- L 101.387239 24.856059
- L 101.761402 24.247644
- L 102.509729 24.115416
- L 103.632218 24.543445
- L 104.006381 24.503623
- L 105.128871 23.582353
- L 105.503034 23.672304
- L 106.999686 24.68833
- L 107.373849 24.768524
- L 108.496339 24.318042
- L 108.870502 24.105612
- L 109.618828 24.289492
- L 110.367154 24.805781
- L 111.115481 24.940945
- L 111.489644 24.843029
- L 112.23797 24.399136
- L 112.986296 24.469451
- L 113.36046 24.584095
- L 114.482949 24.497656
- L 114.857112 24.240692
- L 115.979601 24.038699
- L 116.727928 24.300338
- L 117.476254 24.380187
- L 117.850417 24.147386
- L 118.22458 23.751856
- L 118.598743 23.721922
- L 118.972907 23.829038
- L 119.721233 24.318023
- L 120.469559 24.410066
- L 121.966212 24.238889
- L 122.340375 24.40199
- L 122.714538 24.124738
- L 123.462864 24.416906
- L 124.21119 24.064265
- L 124.585353 24.276881
- L 125.33368 24.042072
- L 125.707843 24.412092
- L 126.082006 24.107052
- L 127.204495 24.135351
- L 127.578659 24.302076
- L 128.326985 24.31911
- L 129.449474 23.793333
- L 130.946127 24.410428
- L 132.068616 24.252997
- L 132.816942 24.03631
- L 133.565269 24.074553
- L 134.313595 24.376832
- L 134.687758 23.717145
- L 135.436084 23.913172
- L 135.810247 24.210163
- L 136.932737 24.326387
- L 137.681063 24.103642
- L 138.429389 24.012166
- L 138.803552 24.13076
- L 139.177716 23.673103
- L 139.926042 24.01659
- L 140.300205 24.192877
- L 140.674368 24.151549
- L 141.422694 23.781168
- L 142.919347 24.043801
- L 144.790163 24.172376
- L 145.164326 24.080324
- L 146.286815 24.16785
- L 151.525099 24.042937
- L 152.647588 24.287745
- L 153.770078 24.03368
- L 154.144241 24.117377
- L 154.892567 24.111931
- L 155.26673 24.165731
- L 156.015056 23.892011
- L 156.38922 23.830284
- L 156.763383 24.34568
- L 157.137546 23.826204
- L 157.511709 23.609378
- L 157.885872 23.539045
- L 158.634198 24.061263
- L 159.382525 24.21179
- L 160.879177 23.534129
- L 161.25334 23.76891
- L 162.37583 23.951982
- L 163.498319 23.954955
- L 163.872482 23.982037
- L 164.620808 24.363905
- L 164.994972 24.411116
- L 165.369135 24.301778
- L 166.491624 23.445321
- L 167.23995 23.808732
- L 167.988277 24.23336
- L 168.36244 24.206344
- L 169.110766 23.714766
- L 169.484929 23.659126
- L 170.607419 24.299576
- L 170.981582 24.417547
- L 171.355745 24.387027
- L 172.104071 24.049405
- L 172.478234 23.942985
- L 172.852397 23.990828
- L 173.600724 23.969528
- L 174.34905 23.886082
- L 175.471539 24.131764
- L 175.845702 24.044461
- L 176.594029 23.448703
- L 176.968192 23.564537
- L 177.716518 23.628801
- L 178.090681 23.65
- L 178.464844 23.818667
- L 179.213171 23.796781
- L 179.587334 23.578803
- L 179.961497 23.63724
- L 180.33566 23.813221
- L 181.083986 23.893879
- L 181.832312 24.030223
- L 182.206476 23.985893
- L 182.954802 23.65552
- L 184.077291 23.843313
- L 184.451454 23.661998
- L 184.825617 23.640195
- L 185.948107 24.057276
- L 186.696433 23.898237
- L 187.818923 23.801121
- L 188.193086 23.83441
- L 189.315575 23.586163
- L 190.063901 23.805498
- L 191.186391 23.947521
- L 191.934717 23.547028
- L 192.683043 23.665483
- L 194.179696 23.630669
- L 194.928022 24.053187
- L 195.302185 24.283061
- L 195.676348 24.24927
- L 196.424675 23.839614
- L 196.798838 23.539361
- L 197.547164 23.54227
- L 198.669653 23.867485
- L 199.792143 23.692099
- L 200.914632 23.570215
- L 202.037121 24.018151
- L 202.411285 24.011292
- L 202.785448 23.815628
- L 203.159611 23.466324
- L 203.533774 23.408909
- L 205.030427 23.783677
- L 205.40459 23.599388
- L 206.152916 23.505068
- L 206.527079 23.737842
- L 206.901242 23.826641
- L 207.275405 23.755499
- L 208.023732 23.235614
- L 208.397895 23.432719
- L 208.772058 23.35904
- L 209.520384 23.477309
- L 210.26871 23.253448
- L 210.642873 23.415916
- L 211.3912 23.986618
- L 212.139526 24.0713
- L 212.513689 23.951731
- L 213.262015 23.364653
- L 214.010342 23.375694
- L 214.384505 23.454549
- L 214.758668 23.896342
- L 215.132831 23.430414
- L 215.881157 23.439094
- L 216.629484 23.760211
- L 217.751973 23.683103
- L 218.126136 23.535625
- L 219.622789 23.407961
- L 220.371115 23.317331
- L 220.745278 23.455283
- L 221.493604 23.962325
- L 221.867767 24.000019
- L 222.241931 23.88373
- L 222.616094 23.617742
- L 223.738583 23.559435
- L 224.486909 23.724134
- L 225.983562 23.572186
- L 226.357725 23.415888
- L 227.106051 23.805359
- L 227.854378 24.241742
- L 228.228541 24.206966
- L 229.35103 22.627654
- L 229.725193 22.889311
- L 230.473519 23.636645
- L 230.847683 23.862932
- L 231.221846 23.854781
- L 232.344335 23.452876
- L 233.466824 23.583421
- L 234.215151 23.605438
- L 235.33764 23.155392
- L 235.711803 23.255845
- L 236.834293 23.955978
- L 237.208456 24.104376
- L 237.582619 23.90741
- L 238.330945 23.068601
- L 238.705108 23.116007
- L 239.827598 23.725472
- L 240.575924 23.374142
- L 240.950087 23.42546
- L 241.698413 23.889111
- L 242.072576 23.882736
- L 242.44674 23.694989
- L 242.820903 23.249554
- L 243.195066 23.092308
- L 244.317555 23.69695
- L 244.691718 23.751094
- L 246.562534 23.350388
- L 246.936697 23.12307
- L 248.43335 23.57108
- L 249.181676 23.298698
- L 249.555839 23.114287
- L 250.304165 23.204192
- L 251.052492 23.369188
- L 251.426655 23.591023
- L 251.800818 23.50031
- L 252.174981 22.955704
- L 252.549144 22.722735
- L 252.923307 22.82659
- L 253.671634 23.580894
- L 254.045797 23.813741
- L 254.794123 23.743538
- L 255.542449 23.227993
- L 256.290775 23.217789
- L 256.664939 23.342247
- L 257.787428 23.283047
- L 258.535754 23.476323
- L 258.909917 23.430851
- L 260.032407 23.064298
- L 261.154896 23.137651
- L 261.903222 22.961047
- L 262.277386 22.990127
- L 263.399875 23.446947
- L 263.774038 23.318455
- L 264.148201 22.953761
- L 265.644854 23.229796
- L 266.39318 23.590113
- L 267.141506 23.289962
- L 267.515669 23.119083
- L 268.638159 22.937786
- L 269.012322 22.785457
- L 269.386485 22.791005
- L 269.760648 22.946178
- L 270.134811 22.966977
- L 270.508974 23.956628
- L 270.883138 23.034391
- L 271.631464 22.754602
- L 272.005627 22.60377
- L 272.37979 22.643713
- L 273.876443 23.419698
- L 275.373095 23.520635
- L 276.495584 23.065655
- L 276.869748 23.074158
- L 277.618074 23.278057
- L 278.3664 23.173208
- L 278.740563 23.077587
- L 279.114726 23.117624
- L 279.48889 22.992023
- L 279.863053 23.016725
- L 280.237216 22.913177
- L 280.611379 22.927935
- L 281.733868 23.534408
- L 282.108031 23.565745
- L 282.482195 23.358185
- L 283.230521 22.79317
- L 283.604684 22.750829
- L 283.978847 23.083033
- L 285.101336 23.698716
- L 286.597989 23.565336
- L 287.346315 23.02915
- L 287.720478 22.950007
- L 289.217131 23.812654
- L 289.591294 23.686058
- L 290.33962 23.299283
- L 290.713783 23.233197
- L 291.087947 23.39705
- L 291.46211 23.373863
- L 291.836273 23.091946
- L 292.584599 23.385749
- L 292.958762 23.585475
- L 293.707088 23.534473
- L 294.829578 23.19133
- L 295.577904 23.365685
- L 297.44872 23.565857
- L 298.197046 23.064679
- L 298.571209 22.823225
- L 298.945372 22.990164
- L 299.319535 23.295389
- L 300.442025 23.474976
- L 301.190351 23.36299
- L 301.564514 23.424968
- L 301.938677 23.325844
- L 302.31284 23.453954
- L 303.061167 23.438462
- L 303.809493 23.033332
- L 304.931982 23.234861
- L 305.680309 23.377841
- L 306.428635 23.704952
- L 306.802798 23.583542
- L 307.551124 23.037579
- L 307.925287 23.109761
- L 308.673614 23.583579
- L 309.42194 23.579035
- L 310.170266 23.472699
- L 312.041082 23.779002
- L 313.911898 22.818848
- L 314.286061 22.926615
- L 315.40855 23.528358
- L 315.782713 23.489762
- L 316.156876 23.281588
- L 316.531039 23.204592
- L 317.279366 23.412766
- L 318.027692 23.627993
- L 319.150181 23.445237
- L 319.898508 23.218235
- L 320.646834 23.255251
- L 321.39516 23.629285
- L 321.769323 23.624136
- L 322.143486 23.424345
- L 322.51765 23.091881
- L 322.891813 22.970954
- L 324.762628 23.783528
- L 325.510955 23.488675
- L 326.259281 23.173134
- L 327.007607 23.294729
- L 327.755933 23.28907
- L 328.50426 23.182817
- L 328.878423 23.080218
- L 329.626749 23.313381
- L 330.375075 23.574304
- L 331.123402 22.986874
- L 331.497565 22.952014
- L 332.994217 23.375211
- L 334.116707 23.221209
- L 334.865033 23.528153
- L 335.987522 23.483572
- L 337.110012 23.459066
- L 337.858338 23.169593
- L 338.606664 23.198365
- L 339.35499 23.505979
- L 339.729154 23.516434
- L 340.103317 23.398909
- L 340.47748 23.401344
- L 340.851643 22.631037
- L 341.225806 22.244949
- L 341.974132 23.253327
- L 342.722459 23.465906
- L 343.470785 22.899711
- L 343.844948 22.688126
- L 344.593274 22.81475
- L 344.967437 23.142772
- L 345.341601 23.219638
- L 345.715764 22.658545
- L 346.089927 22.593807
- L 346.46409 22.846264
- L 346.838253 23.295473
- L 347.212416 23.487113
- L 347.960742 23.16963
- L 348.334906 22.91432
- L 349.083232 22.889804
- L 349.457395 23.023964
- L 349.831558 23.383287
- L 350.205721 23.518395
- L 350.579884 23.496797
- L 352.076537 22.894952
- L 353.947353 22.818997
- L 354.321516 23.129352
- L 354.695679 23.262425
- L 355.069842 23.057514
- L 356.192331 23.093461
- L 356.940658 22.639094
- L 357.314821 22.48393
- L 357.688984 22.60403
- L 358.43731 22.991084
- L 358.811473 23.191116
- L 359.185636 23.09005
- L 359.559799 22.749463
- L 359.933963 22.605628
- L 361.804778 23.247974
- L 362.178941 23.11018
- L 362.553105 22.657179
- L 362.927268 22.593305
- L 363.675594 22.280608
- L 364.798083 23.327582
- L 365.920573 23.51767
- L 366.294736 23.398779
- L 366.668899 23.424652
- L 367.043062 23.264451
- L 367.417225 23.243095
- L 368.913878 22.646343
- L 369.288041 22.721174
- L 370.036367 23.236924
- L 370.784693 23.191841
- L 371.158857 23.142632
- L 371.907183 22.796349
- L 372.281346 22.788775
- L 372.281346 22.788775
- " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_1">
- <g id="patch_3">
- <path d="M 18.697188 25.935276
- L 29.974688 25.935276
- Q 32.374688 25.935276 32.374688 23.535276
- L 32.374688 15.792776
- Q 32.374688 13.392776 29.974688 13.392776
- L 18.697188 13.392776
- Q 16.297188 13.392776 16.297188 15.792776
- L 16.297188 23.535276
- Q 16.297188 25.935276 18.697188 25.935276
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GS -->
- <defs>
- <path d="M 59.515625 10.40625
- L 59.515625 29.984375
- L 43.40625 29.984375
- L 43.40625 38.09375
- L 69.28125 38.09375
- L 69.28125 6.78125
- Q 63.578125 2.734375 56.6875 0.65625
- Q 49.8125 -1.421875 42 -1.421875
- Q 24.90625 -1.421875 15.25 8.5625
- Q 5.609375 18.5625 5.609375 36.375
- Q 5.609375 54.25 15.25 64.234375
- Q 24.90625 74.21875 42 74.21875
- Q 49.125 74.21875 55.546875 72.453125
- Q 61.96875 70.703125 67.390625 67.28125
- L 67.390625 56.78125
- Q 61.921875 61.421875 55.765625 63.765625
- Q 49.609375 66.109375 42.828125 66.109375
- Q 29.4375 66.109375 22.71875 58.640625
- Q 16.015625 51.171875 16.015625 36.375
- Q 16.015625 21.625 22.71875 14.15625
- Q 29.4375 6.6875 42.828125 6.6875
- Q 48.046875 6.6875 52.140625 7.59375
- Q 56.25 8.5 59.515625 10.40625
- z
- " id="DejaVuSans-47"/>
- <path d="M 53.515625 70.515625
- L 53.515625 60.890625
- Q 47.90625 63.578125 42.921875 64.890625
- Q 37.9375 66.21875 33.296875 66.21875
- Q 25.25 66.21875 20.875 63.09375
- Q 16.5 59.96875 16.5 54.203125
- Q 16.5 49.359375 19.40625 46.890625
- Q 22.3125 44.4375 30.421875 42.921875
- L 36.375 41.703125
- Q 47.40625 39.59375 52.65625 34.296875
- Q 57.90625 29 57.90625 20.125
- Q 57.90625 9.515625 50.796875 4.046875
- Q 43.703125 -1.421875 29.984375 -1.421875
- Q 24.8125 -1.421875 18.96875 -0.25
- Q 13.140625 0.921875 6.890625 3.21875
- L 6.890625 13.375
- Q 12.890625 10.015625 18.65625 8.296875
- Q 24.421875 6.59375 29.984375 6.59375
- Q 38.421875 6.59375 43.015625 9.90625
- Q 47.609375 13.234375 47.609375 19.390625
- Q 47.609375 24.75 44.3125 27.78125
- Q 41.015625 30.8125 33.5 32.328125
- L 27.484375 33.5
- Q 16.453125 35.6875 11.515625 40.375
- Q 6.59375 45.0625 6.59375 53.421875
- Q 6.59375 63.09375 13.40625 68.65625
- Q 20.21875 74.21875 32.171875 74.21875
- Q 37.3125 74.21875 42.625 73.28125
- Q 47.953125 72.359375 53.515625 70.515625
- z
- " id="DejaVuSans-53"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_2">
- <g id="patch_4">
- <path d="M 280.129663 22.799651
- L 365.209663 22.799651
- Q 366.409663 22.799651 366.409663 21.599651
- L 366.409663 17.728401
- Q 366.409663 16.528401 365.209663 16.528401
- L 280.129663 16.528401
- Q 278.929663 16.528401 278.929663 17.728401
- L 278.929663 21.599651
- Q 278.929663 22.799651 280.129663 22.799651
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 672.841 $\bullet$ mean: 662.425 $\bullet$ $\sigma$: 4.048 -->
- <defs>
- <path d="M 52 44.1875
- Q 55.375 50.25 60.0625 53.125
- Q 64.75 56 71.09375 56
- Q 79.640625 56 84.28125 50.015625
- Q 88.921875 44.046875 88.921875 33.015625
- L 88.921875 0
- L 79.890625 0
- L 79.890625 32.71875
- Q 79.890625 40.578125 77.09375 44.375
- Q 74.3125 48.1875 68.609375 48.1875
- Q 61.625 48.1875 57.5625 43.546875
- Q 53.515625 38.921875 53.515625 30.90625
- L 53.515625 0
- L 44.484375 0
- L 44.484375 32.71875
- Q 44.484375 40.625 41.703125 44.40625
- Q 38.921875 48.1875 33.109375 48.1875
- Q 26.21875 48.1875 22.15625 43.53125
- Q 18.109375 38.875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.1875 51.21875 25.484375 53.609375
- Q 29.78125 56 35.6875 56
- Q 41.65625 56 45.828125 52.96875
- Q 50 49.953125 52 44.1875
- z
- " id="DejaVuSans-6d"/>
- <path d="M 34.28125 27.484375
- Q 23.390625 27.484375 19.1875 25
- Q 14.984375 22.515625 14.984375 16.5
- Q 14.984375 11.71875 18.140625 8.90625
- Q 21.296875 6.109375 26.703125 6.109375
- Q 34.1875 6.109375 38.703125 11.40625
- Q 43.21875 16.703125 43.21875 25.484375
- L 43.21875 27.484375
- z
- M 52.203125 31.203125
- L 52.203125 0
- L 43.21875 0
- L 43.21875 8.296875
- Q 40.140625 3.328125 35.546875 0.953125
- Q 30.953125 -1.421875 24.3125 -1.421875
- Q 15.921875 -1.421875 10.953125 3.296875
- Q 6 8.015625 6 15.921875
- Q 6 25.140625 12.171875 29.828125
- Q 18.359375 34.515625 30.609375 34.515625
- L 43.21875 34.515625
- L 43.21875 35.40625
- Q 43.21875 41.609375 39.140625 45
- Q 35.0625 48.390625 27.6875 48.390625
- Q 23 48.390625 18.546875 47.265625
- Q 14.109375 46.140625 10.015625 43.890625
- L 10.015625 52.203125
- Q 14.9375 54.109375 19.578125 55.046875
- Q 24.21875 56 28.609375 56
- Q 40.484375 56 46.34375 49.84375
- Q 52.203125 43.703125 52.203125 31.203125
- z
- " id="DejaVuSans-61"/>
- <path d="M 54.890625 54.6875
- L 35.109375 28.078125
- L 55.90625 0
- L 45.3125 0
- L 29.390625 21.484375
- L 13.484375 0
- L 2.875 0
- L 24.125 28.609375
- L 4.6875 54.6875
- L 15.28125 54.6875
- L 29.78125 35.203125
- L 44.28125 54.6875
- z
- " id="DejaVuSans-78"/>
- <path d="M 11.71875 12.40625
- L 22.015625 12.40625
- L 22.015625 0
- L 11.71875 0
- z
- M 11.71875 51.703125
- L 22.015625 51.703125
- L 22.015625 39.3125
- L 11.71875 39.3125
- z
- " id="DejaVuSans-3a"/>
- <path id="DejaVuSans-20"/>
- <path d="M 33.015625 40.375
- Q 26.375 40.375 22.484375 35.828125
- Q 18.609375 31.296875 18.609375 23.390625
- Q 18.609375 15.53125 22.484375 10.953125
- Q 26.375 6.390625 33.015625 6.390625
- Q 39.65625 6.390625 43.53125 10.953125
- Q 47.40625 15.53125 47.40625 23.390625
- Q 47.40625 31.296875 43.53125 35.828125
- Q 39.65625 40.375 33.015625 40.375
- z
- M 52.59375 71.296875
- L 52.59375 62.3125
- Q 48.875 64.0625 45.09375 64.984375
- Q 41.3125 65.921875 37.59375 65.921875
- Q 27.828125 65.921875 22.671875 59.328125
- Q 17.53125 52.734375 16.796875 39.40625
- Q 19.671875 43.65625 24.015625 45.921875
- Q 28.375 48.1875 33.59375 48.1875
- Q 44.578125 48.1875 50.953125 41.515625
- Q 57.328125 34.859375 57.328125 23.390625
- Q 57.328125 12.15625 50.6875 5.359375
- Q 44.046875 -1.421875 33.015625 -1.421875
- Q 20.359375 -1.421875 13.671875 8.265625
- Q 6.984375 17.96875 6.984375 36.375
- Q 6.984375 53.65625 15.1875 63.9375
- Q 23.390625 74.21875 37.203125 74.21875
- Q 40.921875 74.21875 44.703125 73.484375
- Q 48.484375 72.75 52.59375 71.296875
- z
- " id="DejaVuSans-36"/>
- <path d="M 8.203125 72.90625
- L 55.078125 72.90625
- L 55.078125 68.703125
- L 28.609375 0
- L 18.3125 0
- L 43.21875 64.59375
- L 8.203125 64.59375
- z
- " id="DejaVuSans-37"/>
- <path d="M 19.1875 8.296875
- L 53.609375 8.296875
- L 53.609375 0
- L 7.328125 0
- L 7.328125 8.296875
- Q 12.9375 14.109375 22.625 23.890625
- Q 32.328125 33.6875 34.8125 36.53125
- Q 39.546875 41.84375 41.421875 45.53125
- Q 43.3125 49.21875 43.3125 52.78125
- Q 43.3125 58.59375 39.234375 62.25
- Q 35.15625 65.921875 28.609375 65.921875
- Q 23.96875 65.921875 18.8125 64.3125
- Q 13.671875 62.703125 7.8125 59.421875
- L 7.8125 69.390625
- Q 13.765625 71.78125 18.9375 73
- Q 24.125 74.21875 28.421875 74.21875
- Q 39.75 74.21875 46.484375 68.546875
- Q 53.21875 62.890625 53.21875 53.421875
- Q 53.21875 48.921875 51.53125 44.890625
- Q 49.859375 40.875 45.40625 35.40625
- Q 44.1875 33.984375 37.640625 27.21875
- Q 31.109375 20.453125 19.1875 8.296875
- z
- " id="DejaVuSans-32"/>
- <path d="M 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <path d="M 31.78125 34.625
- Q 24.75 34.625 20.71875 30.859375
- Q 16.703125 27.09375 16.703125 20.515625
- Q 16.703125 13.921875 20.71875 10.15625
- Q 24.75 6.390625 31.78125 6.390625
- Q 38.8125 6.390625 42.859375 10.171875
- Q 46.921875 13.96875 46.921875 20.515625
- Q 46.921875 27.09375 42.890625 30.859375
- Q 38.875 34.625 31.78125 34.625
- z
- M 21.921875 38.8125
- Q 15.578125 40.375 12.03125 44.71875
- Q 8.5 49.078125 8.5 55.328125
- Q 8.5 64.0625 14.71875 69.140625
- Q 20.953125 74.21875 31.78125 74.21875
- Q 42.671875 74.21875 48.875 69.140625
- Q 55.078125 64.0625 55.078125 55.328125
- Q 55.078125 49.078125 51.53125 44.71875
- Q 48 40.375 41.703125 38.8125
- Q 48.828125 37.15625 52.796875 32.3125
- Q 56.78125 27.484375 56.78125 20.515625
- Q 56.78125 9.90625 50.3125 4.234375
- Q 43.84375 -1.421875 31.78125 -1.421875
- Q 19.734375 -1.421875 13.25 4.234375
- Q 6.78125 9.90625 6.78125 20.515625
- Q 6.78125 27.484375 10.78125 32.3125
- Q 14.796875 37.15625 21.921875 38.8125
- z
- M 18.3125 54.390625
- Q 18.3125 48.734375 21.84375 45.5625
- Q 25.390625 42.390625 31.78125 42.390625
- Q 38.140625 42.390625 41.71875 45.5625
- Q 45.3125 48.734375 45.3125 54.390625
- Q 45.3125 60.0625 41.71875 63.234375
- Q 38.140625 66.40625 31.78125 66.40625
- Q 25.390625 66.40625 21.84375 63.234375
- Q 18.3125 60.0625 18.3125 54.390625
- z
- " id="DejaVuSans-38"/>
- <path d="M 37.796875 64.3125
- L 12.890625 25.390625
- L 37.796875 25.390625
- z
- M 35.203125 72.90625
- L 47.609375 72.90625
- L 47.609375 25.390625
- L 58.015625 25.390625
- L 58.015625 17.1875
- L 47.609375 17.1875
- L 47.609375 0
- L 37.796875 0
- L 37.796875 17.1875
- L 4.890625 17.1875
- L 4.890625 26.703125
- z
- " id="DejaVuSans-34"/>
- <path d="M 12.40625 8.296875
- L 28.515625 8.296875
- L 28.515625 63.921875
- L 10.984375 60.40625
- L 10.984375 69.390625
- L 28.421875 72.90625
- L 38.28125 72.90625
- L 38.28125 8.296875
- L 54.390625 8.296875
- L 54.390625 0
- L 12.40625 0
- z
- " id="DejaVuSans-31"/>
- <path d="M 16.796875 31.34375
- Q 16.796875 37.40625 21.015625 41.578125
- Q 25.25 45.75 31.390625 45.75
- Q 37.453125 45.75 41.625 41.578125
- Q 45.796875 37.40625 45.796875 31.34375
- Q 45.796875 25.25 41.59375 21.046875
- Q 37.40625 16.84375 31.296875 16.84375
- Q 25.203125 16.84375 21 21.046875
- Q 16.796875 25.25 16.796875 31.34375
- z
- " id="DejaVuSans-2219"/>
- <path d="M 56.203125 29.59375
- L 56.203125 25.203125
- L 14.890625 25.203125
- Q 15.484375 15.921875 20.484375 11.0625
- Q 25.484375 6.203125 34.421875 6.203125
- Q 39.59375 6.203125 44.453125 7.46875
- Q 49.3125 8.734375 54.109375 11.28125
- L 54.109375 2.78125
- Q 49.265625 0.734375 44.1875 -0.34375
- Q 39.109375 -1.421875 33.890625 -1.421875
- Q 20.796875 -1.421875 13.15625 6.1875
- Q 5.515625 13.8125 5.515625 26.8125
- Q 5.515625 40.234375 12.765625 48.109375
- Q 20.015625 56 32.328125 56
- Q 43.359375 56 49.78125 48.890625
- Q 56.203125 41.796875 56.203125 29.59375
- z
- M 47.21875 32.234375
- Q 47.125 39.59375 43.09375 43.984375
- Q 39.0625 48.390625 32.421875 48.390625
- Q 24.90625 48.390625 20.390625 44.140625
- Q 15.875 39.890625 15.1875 32.171875
- z
- " id="DejaVuSans-65"/>
- <path d="M 54.890625 33.015625
- L 54.890625 0
- L 45.90625 0
- L 45.90625 32.71875
- Q 45.90625 40.484375 42.875 44.328125
- Q 39.84375 48.1875 33.796875 48.1875
- Q 26.515625 48.1875 22.3125 43.546875
- Q 18.109375 38.921875 18.109375 30.90625
- L 18.109375 0
- L 9.078125 0
- L 9.078125 54.6875
- L 18.109375 54.6875
- L 18.109375 46.1875
- Q 21.34375 51.125 25.703125 53.5625
- Q 30.078125 56 35.796875 56
- Q 45.21875 56 50.046875 50.171875
- Q 54.890625 44.34375 54.890625 33.015625
- z
- " id="DejaVuSans-6e"/>
- <path d="M 10.796875 72.90625
- L 49.515625 72.90625
- L 49.515625 64.59375
- L 19.828125 64.59375
- L 19.828125 46.734375
- Q 21.96875 47.46875 24.109375 47.828125
- Q 26.265625 48.1875 28.421875 48.1875
- Q 40.625 48.1875 47.75 41.5
- Q 54.890625 34.8125 54.890625 23.390625
- Q 54.890625 11.625 47.5625 5.09375
- Q 40.234375 -1.421875 26.90625 -1.421875
- Q 22.3125 -1.421875 17.546875 -0.640625
- Q 12.796875 0.140625 7.71875 1.703125
- L 7.71875 11.625
- Q 12.109375 9.234375 16.796875 8.0625
- Q 21.484375 6.890625 26.703125 6.890625
- Q 35.15625 6.890625 40.078125 11.328125
- Q 45.015625 15.765625 45.015625 23.390625
- Q 45.015625 31 40.078125 35.4375
- Q 35.15625 39.890625 26.703125 39.890625
- Q 22.75 39.890625 18.8125 39.015625
- Q 14.890625 38.140625 10.796875 36.28125
- z
- " id="DejaVuSans-35"/>
- <path d="M 34.671875 47.5625
- Q 27.25 47.5625 22.21875 42.1875
- Q 16.890625 36.578125 15.140625 27.296875
- Q 13.1875 17.484375 16.3125 11.8125
- Q 19.390625 6.203125 26.65625 6.203125
- Q 33.84375 6.203125 39.109375 11.859375
- Q 44.4375 17.53125 46.34375 27.296875
- Q 48.046875 36.234375 45.015625 42.1875
- Q 42.1875 47.5625 34.671875 47.5625
- z
- M 36.078125 54.734375
- L 65.921875 54.6875
- L 64.15625 45.703125
- L 54.109375 45.703125
- Q 57.90625 38.09375 55.859375 27.296875
- Q 53.21875 13.875 45.0625 6.25
- Q 36.859375 -1.421875 25.140625 -1.421875
- Q 13.375 -1.421875 8.203125 6.25
- Q 3.03125 13.875 5.671875 27.296875
- Q 8.25 40.765625 16.40625 48.390625
- Q 23.1875 54.734375 36.078125 54.734375
- z
- " id="DejaVuSans-Oblique-3c3"/>
- <path d="M 31.78125 66.40625
- Q 24.171875 66.40625 20.328125 58.90625
- Q 16.5 51.421875 16.5 36.375
- Q 16.5 21.390625 20.328125 13.890625
- Q 24.171875 6.390625 31.78125 6.390625
- Q 39.453125 6.390625 43.28125 13.890625
- Q 47.125 21.390625 47.125 36.375
- Q 47.125 51.421875 43.28125 58.90625
- Q 39.453125 66.40625 31.78125 66.40625
- z
- M 31.78125 74.21875
- Q 44.046875 74.21875 50.515625 64.515625
- Q 56.984375 54.828125 56.984375 36.375
- Q 56.984375 17.96875 50.515625 8.265625
- Q 44.046875 -1.421875 31.78125 -1.421875
- Q 19.53125 -1.421875 13.0625 8.265625
- Q 6.59375 17.96875 6.59375 36.375
- Q 6.59375 54.828125 13.0625 64.515625
- Q 19.53125 74.21875 31.78125 74.21875
- z
- " id="DejaVuSans-30"/>
- </defs>
- <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-38"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 668.63 -->
- <defs>
- <path d="M 40.578125 39.3125
- Q 47.65625 37.796875 51.625 33
- Q 55.609375 28.21875 55.609375 21.1875
- Q 55.609375 10.40625 48.1875 4.484375
- Q 40.765625 -1.421875 27.09375 -1.421875
- Q 22.515625 -1.421875 17.65625 -0.515625
- Q 12.796875 0.390625 7.625 2.203125
- L 7.625 11.71875
- Q 11.71875 9.328125 16.59375 8.109375
- Q 21.484375 6.890625 26.8125 6.890625
- Q 36.078125 6.890625 40.9375 10.546875
- Q 45.796875 14.203125 45.796875 21.1875
- Q 45.796875 27.640625 41.28125 31.265625
- Q 36.765625 34.90625 28.71875 34.90625
- L 20.21875 34.90625
- L 20.21875 43.015625
- L 29.109375 43.015625
- Q 36.375 43.015625 40.234375 45.921875
- Q 44.09375 48.828125 44.09375 54.296875
- Q 44.09375 59.90625 40.109375 62.90625
- Q 36.140625 65.921875 28.71875 65.921875
- Q 24.65625 65.921875 20.015625 65.03125
- Q 15.375 64.15625 9.8125 62.3125
- L 9.8125 71.09375
- Q 15.4375 72.65625 20.34375 73.4375
- Q 25.25 74.21875 29.59375 74.21875
- Q 40.828125 74.21875 47.359375 69.109375
- Q 53.90625 64.015625 53.90625 55.328125
- Q 53.90625 49.265625 50.4375 45.09375
- Q 46.96875 40.921875 40.578125 39.3125
- z
- " id="DejaVuSans-33"/>
- </defs>
- <g style="fill:#d3d3d3;" transform="translate(7.2 23.714614)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-36"/>
- <use x="286.279297" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- </g>
- <g id="axes_2">
- <g id="patch_5">
- <path d="M 18.697188 65.2224
- L 372.281346 65.2224
- L 372.281346 39.675648
- L 18.697188 39.675648
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_3">
- <g id="xtick_7"/>
- <g id="xtick_8"/>
- <g id="xtick_9"/>
- <g id="xtick_10"/>
- <g id="xtick_11"/>
- <g id="xtick_12"/>
- </g>
- <g id="matplotlib.axis_4"/>
- <g id="line2d_3">
- <path clip-path="url(#p76a1d972d3)" d="M 18.697188 51.104831
- L 372.281346 51.104831
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#p76a1d972d3)" d="M 18.697188 51.549092
- L 19.071351 51.557778
- L 19.445514 51.854422
- L 19.819677 51.852761
- L 20.19384 52.056181
- L 20.568003 52.128041
- L 20.942166 51.825285
- L 21.316329 51.74946
- L 21.690493 51.466429
- L 22.064656 51.422673
- L 22.438819 51.968277
- L 23.187145 52.088962
- L 23.561308 51.955619
- L 24.309634 52.357482
- L 24.683798 52.381706
- L 25.806287 51.771923
- L 26.18045 52.032777
- L 26.554613 52.122079
- L 26.928776 52.555305
- L 27.30294 52.599745
- L 27.677103 52.292625
- L 28.051266 51.783768
- L 28.425429 51.482196
- L 28.799592 51.737095
- L 29.922081 52.060731
- L 30.670408 52.467914
- L 31.418734 52.301603
- L 31.792897 52.045092
- L 32.541223 51.926717
- L 32.915386 52.220488
- L 33.28955 52.117358
- L 33.663713 52.144392
- L 34.037876 51.793773
- L 34.786202 51.785629
- L 35.160365 52.097513
- L 35.534528 52.188262
- L 35.908692 51.97545
- L 37.405344 51.905409
- L 38.901997 52.508739
- L 39.27616 52.301289
- L 39.650323 51.636818
- L 40.024486 51.405651
- L 40.398649 51.421753
- L 41.146975 52.082345
- L 41.521138 52.371395
- L 42.643628 51.950905
- L 43.017791 51.978239
- L 43.391954 52.269349
- L 44.14028 52.239278
- L 44.888607 52.151067
- L 45.636933 52.315352
- L 46.011096 52.298351
- L 46.759422 51.837358
- L 47.133585 51.705754
- L 47.507749 51.847833
- L 47.881912 52.245175
- L 48.256075 52.308627
- L 48.630238 52.204122
- L 49.004401 51.967321
- L 49.378564 51.928079
- L 49.752727 52.206539
- L 50.501054 52.261363
- L 50.875217 51.792539
- L 51.623543 51.594182
- L 52.371869 52.037476
- L 53.868522 51.706731
- L 54.242685 51.914066
- L 54.616848 51.871765
- L 55.365174 52.071106
- L 56.113501 51.777792
- L 56.487664 51.672887
- L 56.861827 51.718718
- L 57.610153 52.336674
- L 57.984316 52.340004
- L 59.106806 51.516254
- L 59.855132 51.609157
- L 60.229295 51.457408
- L 60.603458 51.582052
- L 60.977621 52.08243
- L 61.351784 51.410379
- L 62.100111 51.688768
- L 62.848437 51.597212
- L 63.596763 51.661007
- L 64.345089 52.066685
- L 64.719253 50.906285
- L 65.093416 51.038381
- L 65.467579 50.743776
- L 65.841742 51.144826
- L 66.215905 51.860405
- L 66.590068 52.097784
- L 66.964231 52.101064
- L 67.712558 52.233616
- L 68.086721 51.957616
- L 68.460884 51.420698
- L 68.835047 51.263358
- L 69.20921 50.972547
- L 69.957536 51.181572
- L 70.705863 52.057664
- L 71.080026 52.352647
- L 71.454189 52.329664
- L 71.828352 52.165849
- L 72.202515 52.229073
- L 72.950841 51.857824
- L 73.325005 52.099959
- L 74.073331 51.810773
- L 74.447494 51.985434
- L 74.821657 52.002712
- L 75.19582 51.722448
- L 75.569983 51.628168
- L 76.31831 51.843013
- L 76.692473 51.868727
- L 77.440799 52.174949
- L 78.563288 51.512481
- L 79.311615 51.359114
- L 80.059941 51.982439
- L 80.434104 51.926225
- L 80.808267 52.028755
- L 81.18243 51.903441
- L 81.556593 51.904447
- L 82.30492 52.064596
- L 83.427409 51.939089
- L 84.175735 52.014258
- L 84.549898 52.379374
- L 85.298225 51.924021
- L 85.672388 51.914223
- L 86.046551 51.7084
- L 87.16904 52.133788
- L 87.917367 51.921326
- L 88.29153 52.371509
- L 89.039856 52.217008
- L 89.414019 52.119205
- L 89.788182 52.368471
- L 90.536509 52.491453
- L 90.910672 52.243064
- L 91.284835 52.195786
- L 92.407324 51.584184
- L 92.781487 52.016646
- L 93.15565 51.895447
- L 93.529814 52.440145
- L 93.903977 52.421711
- L 94.27814 52.169044
- L 94.652303 52.06379
- L 96.148956 52.518031
- L 97.271445 51.183747
- L 98.019771 51.683833
- L 98.768097 52.169501
- L 99.142261 52.363301
- L 99.516424 52.251828
- L 99.890587 52.573902
- L 100.26475 51.840902
- L 101.013076 51.992829
- L 101.387239 52.23599
- L 101.761402 51.773057
- L 102.509729 51.538167
- L 103.632218 51.964369
- L 104.006381 52.205919
- L 104.380544 52.09978
- L 105.128871 51.155736
- L 105.503034 50.876385
- L 105.877197 50.835566
- L 107.373849 52.456076
- L 107.748013 52.538062
- L 108.870502 51.881777
- L 109.244665 51.567882
- L 109.618828 51.409331
- L 109.992991 51.718647
- L 110.741318 52.677951
- L 111.115481 52.632099
- L 111.863807 52.764223
- L 112.23797 52.389878
- L 112.986296 52.240747
- L 113.36046 51.914494
- L 114.108786 52.453202
- L 114.482949 52.611504
- L 115.231275 52.267232
- L 115.605438 51.926624
- L 115.979601 51.739249
- L 116.353765 51.925155
- L 116.727928 51.954934
- L 117.476254 52.336103
- L 117.850417 52.377342
- L 118.22458 51.975821
- L 118.598743 51.843455
- L 118.972907 51.513415
- L 119.721233 51.64847
- L 120.469559 52.316892
- L 120.843722 52.384109
- L 121.592048 52.130865
- L 122.340375 52.158882
- L 122.714538 51.836445
- L 123.088701 51.844688
- L 123.462864 52.162862
- L 123.837027 52.124411
- L 124.21119 51.808477
- L 124.959517 51.849167
- L 125.33368 51.475336
- L 126.082006 51.901623
- L 126.830332 51.559183
- L 127.204495 51.572717
- L 128.326985 52.186537
- L 129.449474 51.692291
- L 129.823637 51.193139
- L 130.1978 51.548785
- L 130.571964 51.560409
- L 130.946127 52.167055
- L 132.068616 52.49954
- L 133.191105 52.064795
- L 133.565269 51.704428
- L 134.313595 52.058991
- L 134.687758 51.550583
- L 135.061921 51.439966
- L 136.184411 51.840666
- L 136.558574 52.215011
- L 137.681063 51.880436
- L 138.055226 51.61417
- L 138.429389 51.971272
- L 138.803552 52.012161
- L 139.177716 51.781514
- L 139.551879 51.37185
- L 140.674368 52.217257
- L 141.048531 52.131649
- L 141.422694 51.829521
- L 141.796857 51.733815
- L 142.171021 51.256698
- L 142.545184 51.636341
- L 143.29351 52.040386
- L 144.041836 51.681202
- L 144.415999 51.632582
- L 144.790163 51.979907
- L 145.164326 51.953736
- L 145.538489 51.765741
- L 145.912652 52.16883
- L 146.286815 52.0575
- L 146.660978 52.093163
- L 147.409304 51.653598
- L 148.157631 51.968883
- L 150.028446 52.023036
- L 150.402609 51.841943
- L 151.150936 51.956781
- L 151.525099 51.53371
- L 152.647588 52.324437
- L 153.021751 52.319081
- L 153.395915 51.92559
- L 153.770078 51.882526
- L 154.518404 52.117351
- L 154.892567 52.032734
- L 155.640893 52.248299
- L 156.38922 51.652927
- L 156.763383 52.050412
- L 157.137546 52.070457
- L 157.885872 51.0482
- L 159.382525 52.158832
- L 160.130851 51.93772
- L 160.505014 51.753119
- L 160.879177 51.115688
- L 161.25334 51.260748
- L 161.627503 51.711003
- L 162.37583 51.613371
- L 162.749993 51.618798
- L 163.124156 51.959291
- L 164.246645 52.097227
- L 164.620808 52.06645
- L 164.994972 52.371808
- L 165.743298 52.293032
- L 167.23995 51.141424
- L 167.614113 51.520639
- L 167.988277 52.067519
- L 168.736603 52.522837
- L 169.110766 51.987473
- L 169.484929 51.679191
- L 169.859092 51.117421
- L 170.233255 51.810302
- L 170.607419 52.047752
- L 170.981582 52.11564
- L 171.355745 52.429812
- L 171.729908 52.510008
- L 172.852397 52.122257
- L 173.22656 52.185766
- L 173.600724 51.707822
- L 173.974887 51.766967
- L 174.34905 51.584134
- L 174.723213 51.66408
- L 175.097376 52.204878
- L 175.845702 52.536336
- L 176.594029 51.819516
- L 177.342355 51.380985
- L 177.716518 51.459505
- L 178.090681 51.701818
- L 178.839007 51.74183
- L 179.213171 52.103061
- L 179.961497 51.859371
- L 181.458149 51.781671
- L 181.832312 52.072668
- L 182.580639 52.045213
- L 182.954802 51.874211
- L 183.328965 51.483287
- L 183.703128 51.598517
- L 184.077291 51.989584
- L 185.199781 51.533568
- L 185.948107 52.114927
- L 186.32227 52.269499
- L 187.444759 51.80648
- L 187.818923 51.708043
- L 188.193086 51.750651
- L 188.567249 51.959127
- L 188.941412 51.898321
- L 189.315575 51.65988
- L 189.689738 51.729201
- L 190.438064 52.135657
- L 190.812228 52.070386
- L 191.186391 52.362517
- L 191.560554 52.142802
- L 191.934717 51.76154
- L 192.683043 51.721022
- L 193.057206 51.837579
- L 193.431369 51.765313
- L 194.928022 52.039131
- L 195.302185 52.402893
- L 196.050511 52.694595
- L 197.173001 51.656721
- L 197.547164 51.466351
- L 197.921327 51.518429
- L 198.669653 52.200599
- L 199.792143 51.977469
- L 200.166306 52.157756
- L 200.540469 51.776373
- L 200.914632 51.617821
- L 202.411285 52.393815
- L 202.785448 52.33283
- L 203.907937 51.43762
- L 205.030427 52.097855
- L 205.40459 51.95599
- L 205.778753 51.595872
- L 206.901242 51.799078
- L 207.275405 52.112616
- L 208.397895 51.261326
- L 208.772058 51.505258
- L 209.146221 51.346478
- L 209.894547 51.647094
- L 210.642873 51.143571
- L 211.765363 52.249589
- L 212.513689 52.278969
- L 214.010342 51.100813
- L 214.384505 51.422787
- L 214.758668 51.91592
- L 215.881157 51.581567
- L 216.25532 51.932728
- L 216.629484 51.947582
- L 217.003647 51.782377
- L 217.37781 51.982047
- L 217.751973 51.868699
- L 218.126136 51.950677
- L 218.500299 51.853709
- L 218.874462 51.631527
- L 219.622789 51.601398
- L 219.996952 51.511069
- L 220.371115 51.160735
- L 220.745278 51.168601
- L 221.867767 52.438655
- L 222.241931 52.325785
- L 223.36442 51.635841
- L 224.486909 52.155495
- L 224.861072 52.117258
- L 225.235236 51.874439
- L 225.609399 51.888059
- L 225.983562 51.755315
- L 226.357725 51.203022
- L 226.731888 51.064209
- L 227.106051 51.247385
- L 227.854378 52.035259
- L 228.228541 52.461403
- L 228.602704 52.458608
- L 228.976867 52.005686
- L 229.35103 51.13174
- L 230.099356 50.740859
- L 230.473519 51.022193
- L 230.847683 51.733565
- L 231.596009 52.262233
- L 231.970172 51.863015
- L 232.344335 51.670227
- L 232.718498 51.897316
- L 233.092661 51.830776
- L 233.466824 51.619761
- L 234.589314 51.964198
- L 235.33764 51.276479
- L 235.711803 51.246992
- L 236.085966 51.049334
- L 236.46013 51.515298
- L 237.582619 52.37362
- L 237.956782 52.105728
- L 238.330945 51.555681
- L 238.705108 51.342413
- L 239.079271 51.344246
- L 239.453435 51.522579
- L 239.827598 52.016654
- L 240.201761 51.935887
- L 240.950087 51.53376
- L 242.072576 52.266533
- L 242.44674 52.265213
- L 243.569229 51.078479
- L 243.943392 51.176031
- L 244.691718 51.854301
- L 245.065882 52.079728
- L 245.814208 51.663652
- L 246.188371 51.931131
- L 246.562534 51.733808
- L 246.936697 51.323901
- L 247.31086 51.399219
- L 247.685023 51.169563
- L 248.807513 51.938119
- L 249.181676 51.798928
- L 249.555839 51.287119
- L 249.930002 51.204506
- L 250.678328 51.511854
- L 251.052492 51.306102
- L 251.800818 52.01281
- L 252.549144 51.273741
- L 252.923307 50.743055
- L 253.29747 51.004066
- L 253.671634 51.431187
- L 254.045797 51.65998
- L 254.794123 52.310253
- L 255.168286 52.186223
- L 255.916612 51.330233
- L 256.664939 51.392851
- L 257.039102 51.66055
- L 257.787428 51.575762
- L 258.161591 51.559796
- L 259.28408 51.921133
- L 259.658244 51.821406
- L 260.40657 51.406985
- L 260.780733 51.250786
- L 261.529059 51.534409
- L 261.903222 51.44095
- L 262.651549 51.104364
- L 263.025712 51.210738
- L 263.774038 51.850764
- L 264.148201 51.331923
- L 264.522364 51.291262
- L 264.896527 51.371372
- L 265.270691 51.154781
- L 265.644854 51.131755
- L 266.767343 51.991096
- L 267.141506 51.990226
- L 267.889832 51.650218
- L 268.263996 51.404189
- L 269.012322 51.441563
- L 269.386485 51.220579
- L 270.134811 51.167424
- L 270.508974 51.761498
- L 270.883138 51.75498
- L 271.631464 51.300661
- L 272.753953 50.716421
- L 273.128116 50.873703
- L 273.502279 51.485013
- L 273.876443 51.68916
- L 274.624769 51.570749
- L 275.373095 51.8936
- L 275.747258 51.602119
- L 276.121421 51.669008
- L 277.618074 51.114219
- L 277.992237 51.356654
- L 278.3664 51.318089
- L 278.740563 51.392052
- L 279.114726 51.23308
- L 279.48889 50.887095
- L 280.611379 50.964175
- L 280.985542 50.757831
- L 281.359705 50.956295
- L 281.733868 51.523363
- L 282.108031 51.833058
- L 282.482195 51.978018
- L 283.604684 50.650352
- L 283.978847 50.740902
- L 285.4755 51.750088
- L 285.849663 51.850764
- L 286.597989 52.319174
- L 287.720478 50.978337
- L 288.094642 51.010028
- L 288.842968 51.81267
- L 289.591294 52.317135
- L 290.33962 51.928464
- L 290.713783 51.603445
- L 291.087947 51.647864
- L 291.46211 51.575919
- L 292.210436 51.019483
- L 292.584599 51.146623
- L 292.958762 51.816186
- L 293.332925 52.109008
- L 294.081252 51.92129
- L 294.829578 51.656179
- L 295.203741 51.294635
- L 295.577904 51.391988
- L 295.952067 51.755978
- L 296.32623 51.928507
- L 296.700394 51.643322
- L 297.44872 51.8638
- L 297.822883 52.184376
- L 298.197046 51.803357
- L 298.571209 51.03356
- L 298.945372 50.934838
- L 299.319535 51.120587
- L 299.693699 51.511847
- L 300.067862 51.606946
- L 301.190351 52.318996
- L 301.564514 51.881477
- L 301.938677 51.803179
- L 302.31284 51.92134
- L 302.687004 51.800233
- L 303.43533 51.903277
- L 304.557819 51.245787
- L 305.306146 51.548172
- L 305.680309 51.564673
- L 306.054472 51.820436
- L 306.428635 51.845551
- L 306.802798 52.2952
- L 307.176961 52.244519
- L 307.551124 51.922994
- L 307.925287 51.409858
- L 308.299451 51.402314
- L 309.047777 52.056231
- L 309.42194 52.069245
- L 309.796103 51.650096
- L 310.170266 51.850928
- L 310.544429 51.86775
- L 310.918592 52.178536
- L 312.041082 52.314575
- L 312.789408 51.888751
- L 313.163571 51.892816
- L 313.537734 52.021717
- L 313.911898 51.785379
- L 314.286061 51.378453
- L 314.660224 51.401544
- L 315.782713 52.449537
- L 316.531039 52.002598
- L 316.905203 51.675091
- L 317.279366 51.533981
- L 317.653529 51.827567
- L 318.027692 51.875623
- L 318.401855 52.06774
- L 318.776018 52.051824
- L 319.150181 52.190658
- L 319.898508 51.884423
- L 320.272671 51.641018
- L 320.646834 51.597747
- L 321.39516 51.776081
- L 322.143486 52.283861
- L 322.51765 52.130686
- L 323.265976 51.187598
- L 323.640139 51.206659
- L 324.388465 51.635542
- L 324.762628 52.228389
- L 325.136791 52.492972
- L 325.510955 52.508667
- L 325.885118 52.350216
- L 326.633444 51.627184
- L 327.38177 51.48385
- L 327.755933 51.606576
- L 328.50426 52.200592
- L 328.878423 52.037355
- L 329.252586 51.58258
- L 329.626749 51.403925
- L 330.749238 52.256785
- L 331.123402 51.832487
- L 331.497565 51.178869
- L 332.245891 51.194936
- L 332.620054 51.644662
- L 332.994217 51.906614
- L 333.36838 51.841772
- L 333.742543 51.467506
- L 334.49087 51.612651
- L 334.865033 51.891547
- L 335.987522 52.078159
- L 336.361685 52.041712
- L 336.735849 52.16227
- L 337.484175 51.98159
- L 338.232501 51.706531
- L 338.606664 51.628817
- L 339.35499 51.778698
- L 340.103317 52.285102
- L 340.47748 52.281258
- L 341.225806 50.194107
- L 341.599969 50.079832
- L 342.348295 51.606633
- L 343.470785 51.889364
- L 343.844948 51.561657
- L 344.219111 51.434824
- L 344.593274 51.187391
- L 345.341601 51.489284
- L 345.715764 51.206224
- L 346.089927 50.732394
- L 346.46409 50.727032
- L 347.212416 52.038831
- L 347.586579 52.371038
- L 347.960742 52.132975
- L 348.709069 51.365831
- L 349.083232 51.272222
- L 349.457395 50.862529
- L 350.579884 52.310346
- L 350.954047 52.330042
- L 351.702374 51.934668
- L 352.4507 51.41664
- L 352.824863 51.409388
- L 353.573189 51.601277
- L 353.947353 51.530088
- L 354.321516 51.876635
- L 354.695679 51.975122
- L 355.069842 51.65593
- L 355.444005 51.59717
- L 355.818168 51.957352
- L 356.192331 51.673443
- L 356.566494 51.6653
- L 357.314821 51.486047
- L 357.688984 51.483836
- L 358.063147 51.126827
- L 358.43731 50.990909
- L 358.811473 51.643557
- L 359.185636 51.931644
- L 359.559799 51.788218
- L 359.933963 51.451675
- L 360.308126 50.959911
- L 360.682289 51.121037
- L 361.056452 51.106233
- L 361.430615 51.632062
- L 362.178941 51.946513
- L 362.927268 51.786478
- L 363.675594 50.290626
- L 364.42392 50.894198
- L 364.798083 51.520447
- L 365.172246 51.726677
- L 365.54641 52.260557
- L 366.294736 52.548865
- L 366.668899 52.354929
- L 367.043062 52.447882
- L 367.417225 52.115504
- L 369.288041 51.139563
- L 370.41053 52.005108
- L 370.784693 52.075214
- L 371.158857 51.49163
- L 371.53302 51.539736
- L 372.281346 50.894804
- L 372.281346 50.894804
- " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_4">
- <g id="patch_6">
- <path d="M 18.697188 53.610924
- L 45.240938 53.610924
- Q 47.640938 53.610924 47.640938 51.210924
- L 47.640938 43.468424
- Q 47.640938 41.068424 45.240938 41.068424
- L 18.697188 41.068424
- Q 16.297188 41.068424 16.297188 43.468424
- L 16.297188 51.210924
- Q 16.297188 53.610924 18.697188 53.610924
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSCSF -->
- <defs>
- <path d="M 64.40625 67.28125
- L 64.40625 56.890625
- Q 59.421875 61.53125 53.78125 63.8125
- Q 48.140625 66.109375 41.796875 66.109375
- Q 29.296875 66.109375 22.65625 58.46875
- Q 16.015625 50.828125 16.015625 36.375
- Q 16.015625 21.96875 22.65625 14.328125
- Q 29.296875 6.6875 41.796875 6.6875
- Q 48.140625 6.6875 53.78125 8.984375
- Q 59.421875 11.28125 64.40625 15.921875
- L 64.40625 5.609375
- Q 59.234375 2.09375 53.4375 0.328125
- Q 47.65625 -1.421875 41.21875 -1.421875
- Q 24.65625 -1.421875 15.125 8.703125
- Q 5.609375 18.84375 5.609375 36.375
- Q 5.609375 53.953125 15.125 64.078125
- Q 24.65625 74.21875 41.21875 74.21875
- Q 47.75 74.21875 53.53125 72.484375
- Q 59.328125 70.75 64.40625 67.28125
- z
- " id="DejaVuSans-43"/>
- <path d="M 9.8125 72.90625
- L 51.703125 72.90625
- L 51.703125 64.59375
- L 19.671875 64.59375
- L 19.671875 43.109375
- L 48.578125 43.109375
- L 48.578125 34.8125
- L 19.671875 34.8125
- L 19.671875 0
- L 9.8125 0
- z
- " id="DejaVuSans-46"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-43"/>
- <use x="210.791016" xlink:href="#DejaVuSans-53"/>
- <use x="274.267578" xlink:href="#DejaVuSans-46"/>
- </g>
- </g>
- <g id="text_5">
- <g id="patch_7">
- <path d="M 280.129663 50.475299
- L 365.209663 50.475299
- Q 366.409663 50.475299 366.409663 49.275299
- L 366.409663 45.404049
- Q 366.409663 44.204049 365.209663 44.204049
- L 280.129663 44.204049
- Q 278.929663 44.204049 278.929663 45.404049
- L 278.929663 49.275299
- Q 278.929663 50.475299 280.129663 50.475299
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 890.502 $\bullet$ mean: 875.770 $\bullet$ $\sigma$: 3.386 -->
- <defs>
- <path d="M 10.984375 1.515625
- L 10.984375 10.5
- Q 14.703125 8.734375 18.5 7.8125
- Q 22.3125 6.890625 25.984375 6.890625
- Q 35.75 6.890625 40.890625 13.453125
- Q 46.046875 20.015625 46.78125 33.40625
- Q 43.953125 29.203125 39.59375 26.953125
- Q 35.25 24.703125 29.984375 24.703125
- Q 19.046875 24.703125 12.671875 31.3125
- Q 6.296875 37.9375 6.296875 49.421875
- Q 6.296875 60.640625 12.9375 67.421875
- Q 19.578125 74.21875 30.609375 74.21875
- Q 43.265625 74.21875 49.921875 64.515625
- Q 56.59375 54.828125 56.59375 36.375
- Q 56.59375 19.140625 48.40625 8.859375
- Q 40.234375 -1.421875 26.421875 -1.421875
- Q 22.703125 -1.421875 18.890625 -0.6875
- Q 15.09375 0.046875 10.984375 1.515625
- z
- M 30.609375 32.421875
- Q 37.25 32.421875 41.125 36.953125
- Q 45.015625 41.5 45.015625 49.421875
- Q 45.015625 57.28125 41.125 61.84375
- Q 37.25 66.40625 30.609375 66.40625
- Q 23.96875 66.40625 20.09375 61.84375
- Q 16.21875 57.28125 16.21875 49.421875
- Q 16.21875 41.5 20.09375 36.953125
- Q 23.96875 32.421875 30.609375 32.421875
- z
- " id="DejaVuSans-39"/>
- </defs>
- <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1458.273438 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1521.896484 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1585.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.691406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.070312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.761719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.548828 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1904.171875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1935.958984 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1999.582031 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(2063.205078 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 881.73 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 51.932644)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-38"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-37"/>
- <use x="286.279297" xlink:href="#DejaVuSans-33"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 18.697188 92.898048
- L 372.281346 92.898048
- L 372.281346 67.351296
- L 18.697188 67.351296
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_5">
- <g id="xtick_13"/>
- <g id="xtick_14"/>
- <g id="xtick_15"/>
- <g id="xtick_16"/>
- <g id="xtick_17"/>
- <g id="xtick_18"/>
- </g>
- <g id="matplotlib.axis_6"/>
- <g id="line2d_5">
- <path clip-path="url(#pe14a833445)" d="M 18.697188 78.2376
- L 372.281346 78.2376
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#pe14a833445)" d="M 18.697188 79.862556
- L 20.19384 80.048974
- L 21.690493 79.648324
- L 22.438819 79.935358
- L 22.812982 79.880973
- L 23.187145 80.077767
- L 23.561308 80.050843
- L 23.935471 79.903881
- L 24.309634 80.08424
- L 25.806287 79.726906
- L 26.18045 79.801923
- L 26.554613 80.019271
- L 27.30294 80.161663
- L 28.051266 79.726872
- L 28.799592 79.793814
- L 29.173755 79.810872
- L 30.296245 80.108283
- L 31.044571 79.999539
- L 31.418734 79.755328
- L 32.16706 79.903431
- L 32.541223 79.785099
- L 33.28955 80.009656
- L 34.037876 79.885196
- L 37.031181 79.909178
- L 37.779507 79.991543
- L 38.15367 79.935574
- L 38.527833 80.024075
- L 38.901997 79.82915
- L 39.27616 79.8031
- L 40.024486 79.568521
- L 40.398649 79.528771
- L 41.521138 79.936535
- L 42.269465 79.927785
- L 42.643628 79.944964
- L 43.017791 79.817068
- L 43.766117 79.97664
- L 44.888607 79.940178
- L 46.759422 79.769884
- L 47.507749 79.901302
- L 48.630238 79.962784
- L 49.004401 79.72328
- L 50.875217 79.814074
- L 51.24938 79.65195
- L 51.623543 79.646532
- L 51.997706 79.811504
- L 52.371869 79.766691
- L 52.746032 79.900982
- L 53.494359 79.718434
- L 54.616848 79.703011
- L 55.365174 79.751848
- L 55.739337 79.649042
- L 56.113501 79.70849
- L 56.861827 79.693976
- L 57.23599 79.71923
- L 57.610153 79.899701
- L 58.732642 79.453243
- L 59.106806 79.584038
- L 59.480969 79.590763
- L 59.855132 79.730481
- L 60.603458 79.738399
- L 60.977621 80.42739
- L 61.351784 79.912865
- L 61.725948 79.969249
- L 62.474274 79.809548
- L 63.970926 79.782563
- L 64.345089 80.096322
- L 64.719253 79.464849
- L 65.467579 79.712618
- L 65.841742 79.929118
- L 66.215905 79.859553
- L 66.590068 80.039878
- L 66.964231 80.07614
- L 68.086721 79.630833
- L 68.835047 79.371251
- L 70.705863 79.923008
- L 71.454189 79.88524
- L 72.202515 79.668835
- L 72.576678 79.556881
- L 72.950841 79.727668
- L 73.699168 79.710203
- L 74.447494 79.755656
- L 74.821657 80.032374
- L 75.19582 79.639444
- L 76.31831 79.704058
- L 77.814962 79.675914
- L 78.189125 79.370602
- L 78.563288 79.337525
- L 80.059941 79.789192
- L 80.434104 79.706733
- L 80.808267 79.786345
- L 81.556593 79.531895
- L 82.30492 79.640327
- L 82.679083 79.540619
- L 83.801572 79.679497
- L 84.175735 79.611482
- L 84.924062 79.72952
- L 85.672388 79.631352
- L 86.420714 79.563095
- L 87.917367 79.607622
- L 88.29153 79.807202
- L 89.414019 79.669527
- L 90.536509 79.676096
- L 92.033161 79.34212
- L 93.903977 79.740243
- L 95.026466 79.561978
- L 95.400629 79.5747
- L 95.774792 79.783403
- L 96.523119 79.446363
- L 96.897282 79.443412
- L 97.645608 79.267484
- L 98.393934 79.677048
- L 98.768097 79.829012
- L 99.516424 79.721532
- L 99.890587 80.087105
- L 100.26475 79.65549
- L 100.638913 79.544306
- L 101.387239 79.743419
- L 102.135566 79.596579
- L 104.006381 79.739741
- L 104.754708 79.458488
- L 105.128871 79.11726
- L 105.503034 79.154993
- L 107.373849 79.806372
- L 107.748013 79.824096
- L 108.122176 79.719766
- L 108.496339 79.41255
- L 109.618828 79.375301
- L 110.741318 79.950114
- L 111.489644 79.78458
- L 112.23797 79.475079
- L 113.36046 79.523708
- L 114.108786 79.682327
- L 114.857112 79.713717
- L 115.979601 79.292054
- L 116.727928 79.524123
- L 117.476254 79.718252
- L 117.850417 79.596466
- L 118.22458 79.319134
- L 118.972907 79.27092
- L 121.217885 79.627562
- L 121.592048 79.312236
- L 122.340375 79.479311
- L 123.088701 79.353388
- L 123.462864 79.433338
- L 124.21119 79.404372
- L 124.585353 79.455667
- L 125.707843 79.297177
- L 126.456169 79.357378
- L 128.701148 79.262404
- L 129.823637 79.080972
- L 130.571964 79.223078
- L 131.32029 79.553073
- L 131.694453 79.605311
- L 132.442779 79.347728
- L 132.816942 79.14672
- L 133.565269 79.237479
- L 133.939432 79.225259
- L 134.313595 79.550719
- L 134.687758 79.21515
- L 135.061921 79.194683
- L 135.810247 79.463075
- L 136.184411 79.401749
- L 136.558574 79.463992
- L 138.429389 79.173644
- L 138.803552 79.48613
- L 139.177716 79.156361
- L 140.674368 79.350705
- L 141.422694 79.104667
- L 141.796857 79.135218
- L 142.171021 79.050023
- L 142.919347 79.169723
- L 143.29351 79.315014
- L 143.667673 79.340606
- L 144.415999 79.07796
- L 145.164326 79.267181
- L 147.035141 79.230036
- L 148.157631 79.244307
- L 149.654283 79.200845
- L 151.899262 79.127108
- L 153.021751 79.30546
- L 153.770078 79.11803
- L 155.26673 79.323184
- L 155.640893 79.094594
- L 156.38922 79.16736
- L 156.763383 79.518611
- L 157.137546 79.163224
- L 157.511709 79.164453
- L 157.885872 79.010723
- L 158.260035 79.052948
- L 159.382525 79.415856
- L 161.25334 78.928783
- L 162.37583 79.279713
- L 162.749993 79.180697
- L 163.124156 79.297861
- L 164.246645 79.345893
- L 165.369135 79.243892
- L 166.117461 78.939644
- L 166.491624 78.76768
- L 166.865787 78.91343
- L 167.23995 78.936719
- L 167.988277 79.222801
- L 168.736603 79.239859
- L 169.110766 79.13443
- L 169.484929 78.870729
- L 170.233255 79.00283
- L 170.981582 79.359541
- L 171.729908 79.334002
- L 172.104071 79.257254
- L 172.478234 79.033571
- L 172.852397 78.977153
- L 173.22656 79.150302
- L 173.600724 79.16807
- L 173.974887 78.990307
- L 175.471539 79.391243
- L 176.594029 78.95311
- L 176.968192 79.021178
- L 177.342355 78.921106
- L 179.587334 79.136637
- L 184.451454 78.869378
- L 185.573944 79.02586
- L 186.32227 79.083395
- L 187.444759 78.840836
- L 188.941412 78.94681
- L 189.315575 78.789792
- L 190.063901 78.958294
- L 190.812228 79.130501
- L 191.186391 79.149541
- L 192.30888 78.708786
- L 193.431369 78.88056
- L 193.805533 78.820749
- L 194.928022 79.132396
- L 195.302185 79.241001
- L 195.676348 79.07937
- L 196.050511 79.10118
- L 197.173001 78.670689
- L 197.921327 78.746615
- L 198.669653 79.071633
- L 199.043816 79.144417
- L 200.540469 78.765179
- L 202.411285 79.096376
- L 203.533774 78.798576
- L 205.778753 78.919038
- L 206.152916 78.750908
- L 206.527079 78.983124
- L 208.397895 78.743041
- L 208.772058 78.628507
- L 209.146221 78.780367
- L 211.017037 78.814111
- L 211.3912 79.011961
- L 212.139526 79.086026
- L 213.636179 78.620182
- L 214.384505 78.664363
- L 214.758668 79.285364
- L 215.132831 78.882421
- L 220.745278 78.717787
- L 221.867767 79.038772
- L 223.36442 78.675648
- L 224.486909 79.107567
- L 224.861072 79.066943
- L 225.235236 78.898994
- L 225.609399 78.895013
- L 226.357725 78.580198
- L 226.731888 78.712854
- L 227.106051 78.72111
- L 228.228541 79.174362
- L 228.602704 79.06027
- L 229.35103 78.416395
- L 229.725193 78.342486
- L 231.596009 78.961575
- L 232.344335 78.698427
- L 234.589314 78.71661
- L 235.711803 78.550392
- L 236.46013 78.758757
- L 237.208456 79.043541
- L 237.582619 78.992592
- L 238.330945 78.557298
- L 239.079271 78.547657
- L 239.827598 78.916277
- L 240.201761 78.734776
- L 241.32425 78.917212
- L 241.698413 78.975145
- L 243.195066 78.502671
- L 243.569229 78.631398
- L 243.943392 78.636227
- L 244.317555 78.822419
- L 245.440045 78.812796
- L 246.936697 78.495869
- L 247.685023 78.676903
- L 249.555839 78.537861
- L 249.930002 78.459944
- L 251.800818 78.671858
- L 252.923307 78.307349
- L 253.671634 78.651286
- L 254.045797 78.866436
- L 254.794123 78.95659
- L 255.916612 78.478292
- L 257.413265 78.652359
- L 258.535754 78.819087
- L 258.909917 78.666475
- L 259.28408 78.728155
- L 260.032407 78.496726
- L 260.40657 78.630256
- L 261.903222 78.527951
- L 262.651549 78.655354
- L 263.774038 78.726493
- L 264.148201 78.40221
- L 264.896527 78.270065
- L 266.39318 78.783864
- L 269.386485 78.492771
- L 269.760648 78.636011
- L 270.134811 78.630498
- L 270.508974 79.089695
- L 270.883138 78.594115
- L 271.257301 78.606413
- L 272.005627 78.218623
- L 272.753953 78.236088
- L 274.250606 78.725455
- L 274.624769 78.674246
- L 274.998932 78.778835
- L 275.373095 78.752413
- L 276.121421 78.445137
- L 276.869748 78.478413
- L 277.618074 78.551076
- L 277.992237 78.510711
- L 278.3664 78.643566
- L 279.48889 78.496726
- L 279.863053 78.372785
- L 280.985542 78.580856
- L 281.733868 78.779632
- L 282.482195 78.754369
- L 283.230521 78.323498
- L 283.604684 78.144307
- L 283.978847 78.174589
- L 285.101336 78.796889
- L 285.849663 78.724408
- L 286.223826 78.823423
- L 287.346315 78.337492
- L 287.720478 78.318504
- L 288.468805 78.585322
- L 289.217131 78.826418
- L 290.713783 78.433514
- L 293.707088 78.787975
- L 294.829578 78.417338
- L 296.32623 78.698115
- L 297.822883 78.62907
- L 298.571209 78.114034
- L 298.945372 78.08061
- L 300.067862 78.588437
- L 301.190351 78.932409
- L 301.564514 78.63936
- L 301.938677 78.493991
- L 303.061167 78.594002
- L 305.306146 78.458473
- L 306.802798 78.631943
- L 307.176961 78.647919
- L 307.925287 78.392483
- L 308.673614 78.51265
- L 309.42194 78.71584
- L 310.544429 78.545485
- L 312.041082 78.851671
- L 312.789408 78.557376
- L 313.537734 78.307877
- L 314.286061 78.300616
- L 314.660224 78.371124
- L 315.034387 78.623808
- L 315.782713 78.86094
- L 316.905203 78.448391
- L 317.279366 78.394672
- L 318.776018 78.714706
- L 320.272671 78.527778
- L 321.39516 78.676384
- L 321.769323 78.753642
- L 322.51765 78.474934
- L 322.891813 78.281671
- L 323.640139 78.288006
- L 324.388465 78.644691
- L 325.510955 78.742928
- L 326.259281 78.441104
- L 327.38177 78.48789
- L 328.50426 78.610125
- L 329.626749 78.434595
- L 331.123402 78.406598
- L 331.871728 78.201228
- L 332.994217 78.502819
- L 333.742543 78.465492
- L 334.116707 78.404002
- L 334.49087 78.528384
- L 337.484175 78.438507
- L 338.232501 78.256305
- L 338.606664 78.256045
- L 339.729154 78.578182
- L 340.47748 78.597325
- L 341.225806 77.765692
- L 341.599969 77.795801
- L 342.348295 78.35204
- L 342.722459 78.454302
- L 343.844948 78.277837
- L 344.219111 78.151871
- L 345.715764 78.114458
- L 346.089927 77.992897
- L 347.212416 78.491403
- L 347.586579 78.566403
- L 349.083232 77.994888
- L 349.831558 78.39501
- L 350.579884 78.705255
- L 350.954047 78.713572
- L 352.076537 78.147172
- L 352.824863 78.123692
- L 353.199026 78.166134
- L 353.573189 78.402081
- L 353.947353 78.298937
- L 354.321516 78.527103
- L 354.695679 78.585815
- L 355.444005 78.298738
- L 355.818168 78.342521
- L 357.314821 78.025473
- L 358.063147 78.214651
- L 358.43731 78.196139
- L 358.811473 78.388874
- L 359.559799 78.383474
- L 360.308126 78.121927
- L 360.682289 78.048355
- L 361.056452 78.094025
- L 361.804778 78.513533
- L 362.178941 78.464921
- L 362.553105 78.266344
- L 362.927268 78.203322
- L 363.675594 77.779374
- L 364.42392 78.048537
- L 365.54641 78.553421
- L 365.920573 78.62161
- L 367.043062 78.398636
- L 367.791388 78.259273
- L 369.288041 78.134311
- L 370.41053 78.529855
- L 370.784693 78.517739
- L 371.53302 78.087058
- L 371.907183 78.000565
- L 372.281346 78.100429
- L 372.281346 78.100429
- " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_7">
- <g id="patch_9">
- <path d="M 18.697188 81.286572
- L 44.787188 81.286572
- Q 47.187188 81.286572 47.187188 78.886572
- L 47.187188 71.144072
- Q 47.187188 68.744072 44.787188 68.744072
- L 18.697188 68.744072
- Q 16.297188 68.744072 16.297188 71.144072
- L 16.297188 78.886572
- Q 16.297188 81.286572 18.697188 81.286572
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- GSWM -->
- <defs>
- <path d="M 3.328125 72.90625
- L 13.28125 72.90625
- L 28.609375 11.28125
- L 43.890625 72.90625
- L 54.984375 72.90625
- L 70.3125 11.28125
- L 85.59375 72.90625
- L 95.609375 72.90625
- L 77.296875 0
- L 64.890625 0
- L 49.515625 63.28125
- L 33.984375 0
- L 21.578125 0
- z
- " id="DejaVuSans-57"/>
- <path d="M 9.8125 72.90625
- L 24.515625 72.90625
- L 43.109375 23.296875
- L 61.8125 72.90625
- L 76.515625 72.90625
- L 76.515625 0
- L 66.890625 0
- L 66.890625 64.015625
- L 48.09375 14.015625
- L 38.1875 14.015625
- L 19.390625 64.015625
- L 19.390625 0
- L 9.8125 0
- z
- " id="DejaVuSans-4d"/>
- </defs>
- <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-47"/>
- <use x="77.490234" xlink:href="#DejaVuSans-53"/>
- <use x="140.966797" xlink:href="#DejaVuSans-57"/>
- <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
- </g>
- </g>
- <g id="text_8">
- <g id="patch_10">
- <path d="M 280.129663 78.150947
- L 365.209663 78.150947
- Q 366.409663 78.150947 366.409663 76.950947
- L 366.409663 73.079697
- Q 366.409663 71.879697 365.209663 71.879697
- L 280.129663 71.879697
- Q 278.929663 71.879697 278.929663 73.079697
- L 278.929663 76.950947
- Q 278.929663 78.150947 280.129663 78.150947
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 734.470 $\bullet$ mean: 725.496 $\bullet$ $\sigma$: 3.835 -->
- <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 731.14 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 79.065413)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-37"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-31"/>
- <use x="286.279297" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- </g>
- <g id="axes_4">
- <g id="patch_11">
- <path d="M 18.697188 120.573696
- L 372.281346 120.573696
- L 372.281346 95.026944
- L 18.697188 95.026944
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_7">
- <g id="xtick_19"/>
- <g id="xtick_20"/>
- <g id="xtick_21"/>
- <g id="xtick_22"/>
- <g id="xtick_23"/>
- <g id="xtick_24"/>
- </g>
- <g id="matplotlib.axis_8"/>
- <g id="line2d_7">
- <path clip-path="url(#pd0f23fa30d)" d="M 18.697188 110.42331
- L 372.281346 110.42331
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#pd0f23fa30d)" d="M 19.071351 114.867167
- L 19.445514 115.516677
- L 19.819677 114.428355
- L 20.19384 115.008483
- L 20.568003 115.221218
- L 20.942166 115.201904
- L 21.316329 114.990345
- L 21.690493 114.388618
- L 22.064656 114.628968
- L 22.438819 114.192317
- L 22.812982 115.048131
- L 23.561308 115.597798
- L 24.309634 115.374264
- L 24.683798 115.335949
- L 25.057961 115.627867
- L 25.806287 114.670711
- L 26.18045 112.684596
- L 26.554613 111.982074
- L 27.30294 107.508162
- L 27.677103 111.909948
- L 28.425429 114.746253
- L 28.799592 114.982223
- L 29.173755 114.740853
- L 29.547918 113.848595
- L 30.296245 115.187654
- L 30.670408 115.347847
- L 31.418734 115.21555
- L 31.792897 115.508611
- L 32.16706 115.570048
- L 32.541223 115.053105
- L 32.915386 114.878976
- L 33.28955 115.432822
- L 33.663713 115.212592
- L 34.037876 115.170412
- L 34.412039 115.544561
- L 34.786202 115.1053
- L 35.160365 114.844021
- L 35.534528 114.859427
- L 35.908692 115.56941
- L 36.657018 115.743987
- L 37.031181 115.110734
- L 37.405344 115.097906
- L 38.15367 115.347578
- L 38.527833 115.171645
- L 38.901997 115.274253
- L 39.27616 114.498878
- L 40.024486 114.606315
- L 40.398649 114.270055
- L 40.772812 114.18843
- L 41.146975 114.709743
- L 41.521138 113.108913
- L 41.895302 114.95891
- L 42.269465 115.014141
- L 42.643628 115.7632
- L 43.017791 115.067288
- L 43.391954 115.178949
- L 43.766117 114.968657
- L 44.14028 114.597319
- L 44.514444 115.654665
- L 45.26277 114.775874
- L 46.011096 115.62528
- L 46.385259 115.193457
- L 46.759422 115.16899
- L 47.133585 114.670497
- L 47.507749 114.454682
- L 47.881912 115.395874
- L 48.630238 115.067422
- L 49.004401 115.617258
- L 49.378564 114.359736
- L 49.752727 114.326093
- L 50.12689 115.673184
- L 50.501054 114.837647
- L 50.875217 114.748326
- L 51.623543 115.005716
- L 51.997706 114.726088
- L 52.371869 115.493745
- L 52.746032 115.47191
- L 53.120196 115.795645
- L 53.494359 114.959224
- L 53.868522 113.437186
- L 54.242685 113.926737
- L 54.991011 115.433942
- L 55.365174 115.470901
- L 55.739337 115.166357
- L 56.113501 115.171364
- L 56.861827 113.660496
- L 57.610153 114.845142
- L 57.984316 114.620856
- L 58.358479 115.267756
- L 58.732642 115.274534
- L 59.106806 115.543665
- L 59.480969 115.34527
- L 59.855132 114.88786
- L 60.229295 109.272074
- L 60.603458 110.464462
- L 60.977621 104.160628
- L 61.351784 105.897844
- L 61.725948 113.652419
- L 62.100111 114.288552
- L 62.474274 115.230629
- L 62.848437 115.450389
- L 63.2226 115.539386
- L 63.970926 113.945413
- L 64.345089 102.847784
- L 64.719253 97.858711
- L 65.093416 112.014261
- L 65.467579 113.913652
- L 66.215905 111.799106
- L 66.590068 114.054587
- L 67.338394 115.628775
- L 67.712558 115.308726
- L 68.086721 114.687549
- L 68.835047 112.974297
- L 69.20921 112.881626
- L 69.583373 114.465515
- L 69.957536 114.672682
- L 70.3317 114.383811
- L 70.705863 113.425075
- L 71.080026 114.758465
- L 71.454189 114.671898
- L 71.828352 114.802638
- L 72.202515 115.106297
- L 72.576678 114.224963
- L 72.950841 115.095677
- L 73.325005 115.449649
- L 73.699168 115.366388
- L 74.447494 114.890392
- L 74.821657 107.01284
- L 75.19582 109.375635
- L 75.569983 114.140447
- L 75.944146 115.156622
- L 76.31831 115.517965
- L 76.692473 115.390004
- L 77.066636 114.326574
- L 77.440799 114.241061
- L 77.814962 114.901124
- L 78.189125 112.835592
- L 78.563288 110.093729
- L 78.937452 111.504319
- L 79.311615 114.622963
- L 79.685778 115.044456
- L 80.059941 114.872231
- L 80.808267 114.263704
- L 81.18243 115.063221
- L 81.556593 114.955022
- L 81.930757 114.688927
- L 82.30492 114.967031
- L 82.679083 115.421731
- L 83.053246 114.687279
- L 83.801572 115.610413
- L 84.175735 113.515091
- L 84.549898 114.885373
- L 84.924062 114.408481
- L 85.298225 115.309331
- L 85.672388 114.892128
- L 86.046551 114.012867
- L 86.420714 114.838578
- L 86.794877 115.281984
- L 87.16904 114.586878
- L 87.543204 115.544752
- L 87.917367 114.549774
- L 88.29153 115.202185
- L 88.665693 114.816015
- L 89.039856 115.322259
- L 89.414019 115.558353
- L 89.788182 115.068173
- L 90.536509 115.839168
- L 90.910672 115.271419
- L 91.658998 114.759315
- L 92.033161 115.201411
- L 92.407324 114.618157
- L 93.15565 115.124133
- L 93.529814 114.939438
- L 94.27814 114.865913
- L 94.652303 115.746743
- L 95.026466 114.329532
- L 95.400629 115.088294
- L 95.774792 113.703707
- L 96.148956 110.44974
- L 96.523119 110.577087
- L 96.897282 112.624762
- L 97.645608 114.279768
- L 98.019771 114.425812
- L 98.393934 114.038096
- L 98.768097 113.376811
- L 99.142261 115.050629
- L 99.516424 115.193591
- L 99.890587 106.598662
- L 100.26475 105.25463
- L 100.638913 112.492228
- L 101.013076 113.114772
- L 101.387239 107.018386
- L 101.761402 108.677773
- L 102.135566 114.090672
- L 102.509729 114.982637
- L 102.883892 114.813046
- L 103.258055 115.484726
- L 103.632218 115.363318
- L 104.006381 115.380559
- L 104.754708 114.133311
- L 105.128871 114.610427
- L 105.503034 113.850859
- L 105.877197 114.704196
- L 106.25136 114.350347
- L 106.625523 115.027473
- L 106.999686 114.736126
- L 107.373849 114.801887
- L 107.748013 115.2122
- L 108.122176 113.856493
- L 108.496339 114.864849
- L 108.870502 114.928762
- L 109.244665 115.64382
- L 109.618828 111.622389
- L 109.992991 109.535805
- L 110.367154 113.528905
- L 110.741318 115.044311
- L 111.115481 114.576236
- L 111.489644 115.0945
- L 111.863807 115.311369
- L 112.23797 114.56278
- L 112.612133 114.992552
- L 112.986296 114.26871
- L 113.36046 111.541436
- L 113.734623 113.898583
- L 114.108786 115.268327
- L 114.857112 115.084743
- L 115.231275 115.70416
- L 115.605438 115.368001
- L 115.979601 115.480289
- L 116.353765 114.96804
- L 117.102091 115.668198
- L 117.476254 115.12271
- L 117.850417 115.134462
- L 118.22458 114.889932
- L 118.598743 114.135237
- L 119.34707 115.298542
- L 119.721233 114.893304
- L 120.843722 115.072755
- L 121.217885 114.490678
- L 121.592048 114.795838
- L 121.966212 108.940138
- L 122.340375 104.834448
- L 123.088701 111.724729
- L 123.462864 111.157506
- L 123.837027 113.318993
- L 124.21119 114.484247
- L 124.585353 110.754397
- L 124.959517 108.729072
- L 125.33368 112.333727
- L 126.082006 110.416702
- L 126.456169 113.304496
- L 126.830332 114.681063
- L 127.204495 115.294688
- L 127.578659 115.216266
- L 127.952822 115.478082
- L 128.326985 114.43287
- L 128.701148 115.525695
- L 129.075311 115.353695
- L 129.823637 113.242129
- L 130.1978 113.639244
- L 130.571964 115.266053
- L 131.32029 115.626433
- L 131.694453 115.187362
- L 132.068616 116.068518
- L 132.442779 114.800632
- L 132.816942 114.257228
- L 133.191105 114.275825
- L 133.565269 114.984105
- L 133.939432 114.740909
- L 134.313595 110.572168
- L 134.687758 108.125507
- L 135.061921 113.839432
- L 135.436084 115.251175
- L 135.810247 114.846431
- L 136.184411 114.884666
- L 136.558574 115.349807
- L 136.932737 115.471573
- L 137.3069 115.300637
- L 137.681063 114.911151
- L 138.055226 115.472963
- L 138.429389 114.646646
- L 138.803552 107.530578
- L 139.177716 108.852642
- L 139.551879 114.212493
- L 139.926042 115.166985
- L 140.674368 114.837693
- L 141.048531 115.026868
- L 141.422694 114.551666
- L 141.796857 115.116548
- L 142.171021 113.229738
- L 143.29351 115.483303
- L 143.667673 115.02801
- L 144.041836 115.20792
- L 144.415999 112.57046
- L 144.790163 113.960783
- L 145.164326 113.019478
- L 145.538489 112.826797
- L 145.912652 112.256942
- L 146.286815 112.505773
- L 146.660978 115.484647
- L 147.035141 114.748471
- L 147.409304 115.552112
- L 147.783468 115.451419
- L 148.157631 115.135167
- L 148.531794 115.62948
- L 148.905957 115.775725
- L 149.28012 116.114081
- L 149.654283 116.021409
- L 150.028446 116.044465
- L 150.402609 115.635172
- L 150.776773 115.865025
- L 151.150936 115.918711
- L 151.525099 115.718321
- L 151.899262 116.262297
- L 152.273425 115.267207
- L 152.647588 115.877393
- L 153.021751 114.590665
- L 153.395915 116.04041
- L 153.770078 115.470543
- L 154.144241 115.859401
- L 154.518404 115.10921
- L 154.892567 115.057799
- L 155.26673 115.844613
- L 155.640893 114.312941
- L 156.015056 113.90749
- L 156.38922 114.585702
- L 156.763383 106.153978
- L 157.137546 106.167737
- L 157.511709 108.754111
- L 157.885872 113.309727
- L 158.260035 112.194765
- L 158.634198 113.537329
- L 159.008361 113.732577
- L 159.382525 116.056564
- L 159.756688 115.57667
- L 160.130851 114.855315
- L 160.505014 114.922891
- L 160.879177 112.947252
- L 161.627503 114.296428
- L 162.001667 113.785511
- L 162.37583 115.980518
- L 162.749993 115.15931
- L 163.124156 115.784599
- L 163.498319 115.365615
- L 164.246645 116.455785
- L 164.620808 116.504328
- L 164.994972 116.033867
- L 165.369135 115.75975
- L 166.117461 114.884286
- L 166.491624 113.01744
- L 166.865787 113.870015
- L 167.23995 114.28248
- L 167.614113 115.23846
- L 168.36244 113.254441
- L 168.736603 114.619804
- L 169.110766 104.84993
- L 169.859092 113.452712
- L 170.233255 114.042645
- L 170.607419 114.248332
- L 170.981582 113.984848
- L 171.355745 115.146561
- L 171.729908 115.041409
- L 172.104071 115.239121
- L 172.478234 115.85734
- L 172.852397 115.402439
- L 173.600724 106.608275
- L 173.974887 108.513424
- L 174.34905 113.303398
- L 174.723213 114.942419
- L 175.097376 115.205411
- L 175.471539 114.6653
- L 176.219865 114.57535
- L 176.594029 114.299284
- L 176.968192 110.755798
- L 177.342355 109.406668
- L 177.716518 113.728117
- L 178.090681 115.171163
- L 178.464844 114.228918
- L 178.839007 115.280225
- L 179.213171 115.489711
- L 179.587334 114.314991
- L 179.961497 115.259969
- L 180.33566 115.401543
- L 180.709823 116.35256
- L 181.083986 116.355115
- L 181.458149 115.559943
- L 181.832312 115.408365
- L 182.206476 114.6993
- L 182.580639 114.453741
- L 182.954802 115.055581
- L 183.328965 114.297312
- L 183.703128 114.470769
- L 184.077291 114.259053
- L 184.451454 115.553008
- L 184.825617 115.540607
- L 185.199781 115.383954
- L 185.573944 115.586382
- L 185.948107 115.217622
- L 186.32227 115.501385
- L 186.696433 115.319794
- L 187.070596 115.781338
- L 187.444759 115.606638
- L 187.818923 115.89087
- L 188.193086 115.473422
- L 188.567249 115.313957
- L 188.941412 114.83525
- L 189.315575 114.08041
- L 189.689738 115.170681
- L 190.063901 115.906566
- L 190.438064 116.042056
- L 190.812228 115.644202
- L 191.186391 115.583514
- L 191.560554 116.122494
- L 192.30888 115.274041
- L 192.683043 114.417768
- L 193.057206 109.063473
- L 193.431369 112.77924
- L 193.805533 114.385839
- L 194.179696 115.31724
- L 194.553859 114.34479
- L 194.928022 114.510798
- L 195.302185 114.948636
- L 195.676348 115.741848
- L 196.424675 115.061967
- L 196.798838 114.292024
- L 197.173001 115.736806
- L 197.547164 115.165584
- L 197.921327 114.973239
- L 198.29549 115.299998
- L 198.669653 115.794211
- L 199.043816 114.911453
- L 199.41798 116.061684
- L 199.792143 115.197725
- L 200.166306 115.612586
- L 200.540469 115.217925
- L 201.288795 115.53477
- L 201.662958 114.169944
- L 202.037121 115.11275
- L 202.411285 114.307339
- L 202.785448 115.274701
- L 203.159611 115.426896
- L 203.533774 116.181893
- L 203.907937 115.15046
- L 204.2821 115.483426
- L 204.656263 115.25243
- L 205.030427 115.195642
- L 205.778753 113.980937
- L 206.152916 113.996453
- L 206.527079 112.469912
- L 206.901242 112.081098
- L 207.275405 112.619271
- L 207.649568 114.953521
- L 208.023732 114.445272
- L 208.397895 111.576411
- L 208.772058 111.27078
- L 209.146221 114.865699
- L 209.520384 113.964783
- L 209.894547 114.679618
- L 210.26871 114.592132
- L 210.642873 114.755193
- L 211.017037 108.6824
- L 211.3912 114.628407
- L 211.765363 110.292954
- L 212.139526 114.384169
- L 212.513689 115.762282
- L 212.887852 115.000842
- L 213.262015 112.923121
- L 214.010342 114.564539
- L 214.384505 113.711986
- L 214.758668 99.18811
- L 215.132831 101.735029
- L 215.506994 113.00264
- L 215.881157 113.295197
- L 216.25532 115.080418
- L 216.629484 114.991735
- L 217.003647 114.168971
- L 217.37781 115.432486
- L 217.751973 114.372148
- L 218.126136 114.546334
- L 218.874462 113.556733
- L 219.248626 113.818638
- L 219.622789 113.894618
- L 219.996952 113.535481
- L 220.371115 114.029414
- L 220.745278 112.902283
- L 221.119441 115.0768
- L 221.493604 114.795536
- L 221.867767 113.647802
- L 222.241931 114.169137
- L 222.616094 113.909182
- L 222.990257 112.1855
- L 223.738583 115.777653
- L 224.112746 115.872756
- L 224.486909 116.157963
- L 225.235236 113.630359
- L 225.609399 112.726877
- L 225.983562 110.855897
- L 226.357725 113.514229
- L 226.731888 115.092652
- L 227.106051 114.451858
- L 227.480214 115.567326
- L 227.854378 115.115417
- L 228.602704 112.650685
- L 229.35103 113.305
- L 229.725193 114.962046
- L 230.099356 114.400504
- L 230.473519 114.763068
- L 230.847683 114.835643
- L 231.221846 115.093727
- L 231.596009 112.752589
- L 231.970172 115.671783
- L 232.344335 114.978347
- L 232.718498 115.069282
- L 233.092661 115.701034
- L 233.466824 115.247994
- L 233.840988 115.661533
- L 234.215151 114.286759
- L 234.589314 114.19719
- L 234.963477 116.297688
- L 235.711803 114.887826
- L 236.085966 114.975322
- L 236.834293 116.150637
- L 237.208456 115.567449
- L 237.582619 115.196527
- L 237.956782 114.209872
- L 238.705108 115.813771
- L 239.453435 115.630085
- L 239.827598 112.070198
- L 240.201761 109.88012
- L 240.575924 114.023992
- L 240.950087 115.784094
- L 241.32425 116.052049
- L 242.072576 115.66058
- L 242.44674 115.279933
- L 242.820903 114.665994
- L 243.569229 115.250996
- L 243.943392 116.306191
- L 244.317555 116.138335
- L 244.691718 116.304073
- L 245.065882 116.321898
- L 245.440045 116.613402
- L 245.814208 112.903616
- L 246.188371 115.154683
- L 246.562534 114.529025
- L 246.936697 115.109826
- L 247.31086 116.064081
- L 247.685023 115.896147
- L 248.059187 115.933051
- L 248.43335 115.092921
- L 248.807513 115.234236
- L 249.181676 114.220716
- L 249.555839 115.705381
- L 249.930002 115.358949
- L 250.304165 115.523477
- L 251.052492 115.15046
- L 251.426655 115.618737
- L 251.800818 115.385993
- L 252.174981 114.054362
- L 252.549144 114.74064
- L 252.923307 113.684505
- L 253.29747 114.983287
- L 253.671634 114.990144
- L 254.41996 115.615231
- L 255.168286 115.730151
- L 255.542449 115.422437
- L 255.916612 116.114271
- L 256.290775 115.814298
- L 256.664939 115.327255
- L 257.039102 115.975196
- L 257.413265 114.922242
- L 257.787428 116.608035
- L 258.161591 116.698164
- L 258.909917 116.200625
- L 259.28408 114.955426
- L 259.658244 114.991589
- L 260.032407 116.069851
- L 260.40657 115.9567
- L 260.780733 116.405943
- L 261.529059 115.627487
- L 261.903222 113.056863
- L 262.277386 112.497831
- L 262.651549 114.86952
- L 263.025712 115.105076
- L 263.399875 114.792185
- L 263.774038 115.25699
- L 264.148201 113.421209
- L 264.522364 113.342553
- L 264.896527 114.924527
- L 265.270691 115.360831
- L 266.019017 114.896654
- L 266.39318 115.857766
- L 266.767343 115.566105
- L 267.141506 115.73368
- L 267.515669 115.401118
- L 267.889832 112.681773
- L 268.263996 111.929218
- L 268.638159 114.743698
- L 269.012322 114.571037
- L 269.760648 112.912982
- L 270.134811 111.697775
- L 270.508974 98.106432
- L 270.883138 101.849837
- L 271.257301 114.563554
- L 271.631464 114.45933
- L 272.005627 114.858329
- L 272.37979 114.725504
- L 272.753953 115.317386
- L 273.128116 114.180464
- L 273.502279 111.622747
- L 274.250606 115.309476
- L 274.624769 113.958879
- L 274.998932 114.310925
- L 275.373095 115.34071
- L 275.747258 115.85548
- L 276.121421 115.702144
- L 276.495584 114.148557
- L 276.869748 115.294128
- L 277.243911 114.89718
- L 277.618074 114.776457
- L 277.992237 114.000588
- L 278.3664 113.73867
- L 278.740563 114.882739
- L 279.114726 114.817561
- L 279.48889 114.961285
- L 279.863053 115.625683
- L 280.237216 115.374073
- L 280.611379 115.542376
- L 280.985542 116.31941
- L 281.733868 115.822946
- L 282.108031 115.826431
- L 283.230521 115.048389
- L 283.604684 114.107207
- L 283.978847 112.378405
- L 284.35301 115.266087
- L 284.727173 115.279262
- L 285.101336 108.697849
- L 285.4755 109.325624
- L 285.849663 114.584189
- L 286.223826 115.214664
- L 286.972152 114.29469
- L 287.346315 115.671806
- L 287.720478 115.318495
- L 288.094642 115.901671
- L 288.468805 114.784545
- L 288.842968 114.884857
- L 289.217131 115.812102
- L 289.591294 115.624619
- L 290.33962 116.12069
- L 291.087947 115.853822
- L 291.46211 114.799904
- L 291.836273 114.118556
- L 292.210436 116.964405
- L 292.584599 113.962565
- L 293.332925 115.255119
- L 293.707088 115.304927
- L 294.081252 116.483726
- L 294.829578 112.829844
- L 295.203741 114.619098
- L 295.577904 115.297298
- L 295.952067 115.572311
- L 296.32623 115.66067
- L 296.700394 115.54045
- L 297.074557 116.102867
- L 297.44872 115.688286
- L 297.822883 115.770191
- L 298.571209 114.353294
- L 298.945372 115.22673
- L 299.319535 114.505622
- L 299.693699 115.734633
- L 300.067862 114.562859
- L 300.442025 114.479911
- L 300.816188 115.536092
- L 301.564514 104.812019
- L 302.31284 114.789396
- L 302.687004 115.696576
- L 303.061167 116.078063
- L 303.43533 115.631027
- L 303.809493 115.789897
- L 304.183656 115.367396
- L 304.557819 115.779781
- L 304.931982 115.985324
- L 305.306146 114.565883
- L 306.054472 116.229338
- L 306.428635 116.560064
- L 306.802798 115.808864
- L 307.551124 115.618076
- L 307.925287 116.225092
- L 308.299451 116.133238
- L 308.673614 116.24938
- L 309.047777 115.882233
- L 309.42194 116.058536
- L 309.796103 115.964318
- L 310.170266 116.413561
- L 310.544429 115.604711
- L 310.918592 116.403187
- L 311.666919 117.010819
- L 312.041082 116.528583
- L 312.415245 116.454542
- L 312.789408 115.800989
- L 313.163571 116.123884
- L 313.537734 115.634555
- L 314.286061 116.766895
- L 314.660224 116.539809
- L 315.034387 116.89312
- L 315.782713 116.069515
- L 316.156876 116.602232
- L 316.531039 117.370696
- L 316.905203 116.699934
- L 317.279366 116.747771
- L 317.653529 117.058018
- L 318.027692 117.180232
- L 318.401855 116.640928
- L 318.776018 116.992032
- L 319.150181 116.400398
- L 319.524345 116.522668
- L 319.898508 117.026089
- L 320.646834 117.241861
- L 321.020997 116.933048
- L 321.39516 117.145906
- L 322.51765 115.751045
- L 322.891813 116.21688
- L 323.640139 116.623933
- L 324.014302 117.05394
- L 324.388465 116.813701
- L 324.762628 116.262017
- L 325.136791 116.104535
- L 325.510955 116.795474
- L 325.885118 116.706275
- L 326.259281 117.156336
- L 326.633444 117.252884
- L 327.007607 117.01427
- L 327.38177 116.968281
- L 327.755933 116.610242
- L 328.130097 115.69047
- L 328.50426 115.85809
- L 328.878423 116.600115
- L 329.252586 116.961403
- L 329.626749 116.171284
- L 330.000912 116.473016
- L 330.375075 115.707779
- L 330.749238 115.858024
- L 331.123402 115.38308
- L 331.497565 116.0691
- L 331.871728 115.649299
- L 332.245891 115.964576
- L 332.620054 115.964687
- L 332.994217 116.170981
- L 333.36838 115.554498
- L 333.742543 115.724079
- L 334.116707 114.082315
- L 334.49087 116.504978
- L 334.865033 117.155092
- L 335.239196 116.660813
- L 335.987522 116.909947
- L 336.361685 116.857371
- L 336.735849 116.424036
- L 337.110012 116.545567
- L 337.858338 116.125038
- L 338.606664 116.654629
- L 338.980827 116.527228
- L 339.35499 116.935412
- L 339.729154 116.773561
- L 340.103317 114.265428
- L 340.47748 106.627847
- L 340.851643 110.077407
- L 341.225806 110.886257
- L 341.599969 113.531829
- L 342.348295 115.589597
- L 342.722459 114.324883
- L 343.096622 114.437731
- L 343.470785 114.152827
- L 344.219111 114.889866
- L 344.593274 113.916419
- L 344.967437 112.565227
- L 345.341601 111.862885
- L 345.715764 110.609004
- L 346.089927 113.993171
- L 346.46409 115.430749
- L 347.212416 115.142853
- L 347.586579 115.128165
- L 347.960742 115.395796
- L 348.334906 115.285221
- L 348.709069 116.359697
- L 349.083232 116.235791
- L 349.457395 115.621033
- L 349.831558 114.549292
- L 350.205721 116.334803
- L 350.579884 116.421896
- L 350.954047 116.997342
- L 351.702374 116.603364
- L 352.076537 116.633152
- L 352.4507 116.499769
- L 352.824863 113.132226
- L 353.199026 114.152087
- L 353.573189 113.654301
- L 353.947353 114.380607
- L 354.321516 112.327677
- L 354.695679 112.081087
- L 355.069842 108.587005
- L 355.444005 113.607203
- L 355.818168 114.766732
- L 356.192331 113.092533
- L 356.566494 113.11392
- L 356.940658 114.242496
- L 357.314821 113.329703
- L 357.688984 115.544304
- L 358.063147 115.918565
- L 358.43731 115.572614
- L 359.185636 115.346625
- L 359.559799 114.923396
- L 359.933963 115.927269
- L 360.682289 111.746586
- L 361.056452 113.193137
- L 361.430615 115.640549
- L 362.178941 114.119072
- L 362.553105 113.016151
- L 362.927268 111.057283
- L 363.301431 111.319099
- L 363.675594 113.947989
- L 364.049757 113.761469
- L 364.42392 114.244982
- L 364.798083 114.385907
- L 365.172246 115.643642
- L 365.54641 115.071859
- L 365.920573 116.685258
- L 366.294736 116.977894
- L 366.668899 116.830685
- L 367.043062 116.909039
- L 367.417225 115.16937
- L 367.791388 114.369123
- L 368.539715 116.404028
- L 368.913878 116.620796
- L 369.288041 115.632315
- L 369.662204 115.929689
- L 370.036367 116.876226
- L 370.41053 116.035256
- L 370.784693 114.867078
- L 371.158857 110.261193
- L 371.53302 113.245366
- L 371.907183 115.312086
- L 372.281346 115.10558
- L 372.281346 115.10558
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 18.697188 108.96222
- L 46.430938 108.96222
- Q 48.830938 108.96222 48.830938 106.56222
- L 48.830938 98.81972
- Q 48.830938 96.41972 46.430938 96.41972
- L 18.697188 96.41972
- Q 16.297188 96.41972 16.297188 98.81972
- L 16.297188 106.56222
- Q 16.297188 108.96222 18.697188 108.96222
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- DVARS -->
- <defs>
- <path d="M 19.671875 64.796875
- L 19.671875 8.109375
- L 31.59375 8.109375
- Q 46.6875 8.109375 53.6875 14.9375
- Q 60.6875 21.78125 60.6875 36.53125
- Q 60.6875 51.171875 53.6875 57.984375
- Q 46.6875 64.796875 31.59375 64.796875
- z
- M 9.8125 72.90625
- L 30.078125 72.90625
- Q 51.265625 72.90625 61.171875 64.09375
- Q 71.09375 55.28125 71.09375 36.53125
- Q 71.09375 17.671875 61.125 8.828125
- Q 51.171875 0 30.078125 0
- L 9.8125 0
- z
- " id="DejaVuSans-44"/>
- <path d="M 28.609375 0
- L 0.78125 72.90625
- L 11.078125 72.90625
- L 34.1875 11.53125
- L 57.328125 72.90625
- L 67.578125 72.90625
- L 39.796875 0
- z
- " id="DejaVuSans-56"/>
- <path d="M 34.1875 63.1875
- L 20.796875 26.90625
- L 47.609375 26.90625
- z
- M 28.609375 72.90625
- L 39.796875 72.90625
- L 67.578125 0
- L 57.328125 0
- L 50.6875 18.703125
- L 17.828125 18.703125
- L 11.1875 0
- L 0.78125 0
- z
- " id="DejaVuSans-41"/>
- <path d="M 44.390625 34.1875
- Q 47.5625 33.109375 50.5625 29.59375
- Q 53.5625 26.078125 56.59375 19.921875
- L 66.609375 0
- L 56 0
- L 46.6875 18.703125
- Q 43.0625 26.03125 39.671875 28.421875
- Q 36.28125 30.8125 30.421875 30.8125
- L 19.671875 30.8125
- L 19.671875 0
- L 9.8125 0
- L 9.8125 72.90625
- L 32.078125 72.90625
- Q 44.578125 72.90625 50.734375 67.671875
- Q 56.890625 62.453125 56.890625 51.90625
- Q 56.890625 45.015625 53.6875 40.46875
- Q 50.484375 35.9375 44.390625 34.1875
- z
- M 19.671875 64.796875
- L 19.671875 38.921875
- L 32.078125 38.921875
- Q 39.203125 38.921875 42.84375 42.21875
- Q 46.484375 45.515625 46.484375 51.90625
- Q 46.484375 58.296875 42.84375 61.546875
- Q 39.203125 64.796875 32.078125 64.796875
- z
- " id="DejaVuSans-52"/>
- </defs>
- <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-44"/>
- <use x="76.986328" xlink:href="#DejaVuSans-56"/>
- <use x="145.300781" xlink:href="#DejaVuSans-41"/>
- <use x="213.708984" xlink:href="#DejaVuSans-52"/>
- <use x="283.191406" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_11">
- <g id="patch_13">
- <path d="M 290.289663 105.826595
- L 365.209663 105.826595
- Q 366.409663 105.826595 366.409663 104.626595
- L 366.409663 100.755345
- Q 366.409663 99.555345 365.209663 99.555345
- L 290.289663 99.555345
- Q 289.089663 99.555345 289.089663 100.755345
- L 289.089663 104.626595
- Q 289.089663 105.826595 290.289663 105.826595
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 2.528 $\bullet$ mean: 1.039 $\bullet$ $\sigma$: 0.194 -->
- <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.41 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 111.251123)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-34"/>
- <use x="159.033203" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 18.697188 148.249344
- L 372.281346 148.249344
- L 372.281346 122.702592
- L 18.697188 122.702592
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_9">
- <g id="xtick_25"/>
- <g id="xtick_26"/>
- <g id="xtick_27"/>
- <g id="xtick_28"/>
- <g id="xtick_29"/>
- <g id="xtick_30"/>
- </g>
- <g id="matplotlib.axis_10"/>
- <g id="line2d_9">
- <path clip-path="url(#p05b1dbb19b)" d="M 18.697188 139.74308
- L 372.281346 139.74308
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#p05b1dbb19b)" d="M 19.071351 145.071313
- L 19.819677 144.475535
- L 20.19384 144.614032
- L 20.568003 144.497776
- L 20.942166 144.773417
- L 21.316329 144.060843
- L 21.690493 144.007663
- L 22.064656 144.619343
- L 22.438819 144.836289
- L 22.812982 145.34211
- L 23.187145 144.226986
- L 23.561308 143.940381
- L 23.935471 144.784326
- L 24.309634 144.401635
- L 24.683798 144.552244
- L 25.057961 144.031131
- L 25.432124 143.94377
- L 25.806287 145.243771
- L 26.18045 143.57224
- L 26.554613 139.406451
- L 26.928776 142.308138
- L 27.30294 140.451759
- L 27.677103 141.291703
- L 28.051266 142.441933
- L 28.425429 144.482438
- L 28.799592 143.394392
- L 29.173755 144.175369
- L 29.547918 144.427974
- L 29.922081 143.574671
- L 30.670408 145.127281
- L 31.044571 144.840817
- L 31.418734 144.807997
- L 31.792897 145.393636
- L 32.541223 145.044644
- L 32.915386 145.200183
- L 33.28955 145.194033
- L 33.663713 144.807116
- L 34.037876 144.158953
- L 34.412039 144.405784
- L 35.160365 145.211507
- L 35.534528 144.996021
- L 36.282855 145.458038
- L 36.657018 144.763699
- L 37.031181 143.662655
- L 37.405344 144.773998
- L 37.779507 144.839271
- L 38.527833 144.491004
- L 39.27616 145.334156
- L 40.024486 144.142542
- L 40.398649 144.000141
- L 40.772812 143.689423
- L 41.146975 144.930015
- L 41.521138 144.70353
- L 42.269465 144.79688
- L 42.643628 144.930291
- L 43.017791 144.772262
- L 43.391954 144.217731
- L 43.766117 144.951022
- L 44.514444 145.618551
- L 44.888607 144.802283
- L 45.26277 143.661984
- L 45.636933 144.637117
- L 46.385259 144.861846
- L 46.759422 145.821151
- L 47.133585 144.956629
- L 47.507749 144.604132
- L 47.881912 145.899579
- L 48.256075 143.550686
- L 49.004401 145.701298
- L 49.378564 145.091704
- L 49.752727 144.960575
- L 50.12689 145.017196
- L 50.501054 145.438087
- L 50.875217 145.329317
- L 51.24938 145.398804
- L 51.997706 144.999463
- L 52.371869 145.215487
- L 52.746032 143.971459
- L 53.120196 144.978923
- L 53.494359 145.560482
- L 53.868522 141.138133
- L 54.242685 143.087129
- L 54.991011 144.03005
- L 55.365174 144.817685
- L 56.487664 145.489262
- L 56.861827 142.291554
- L 57.23599 144.028641
- L 57.610153 144.037531
- L 57.984316 144.704016
- L 58.358479 144.854468
- L 58.732642 145.405244
- L 59.106806 144.340218
- L 59.480969 144.670125
- L 59.855132 144.360012
- L 60.229295 133.658952
- L 60.603458 140.291885
- L 60.977621 133.595314
- L 61.351784 135.932129
- L 61.725948 143.519305
- L 62.474274 145.027484
- L 62.848437 143.774304
- L 63.2226 144.591334
- L 63.596763 144.799753
- L 63.970926 142.498167
- L 64.719253 130.999576
- L 65.093416 140.582377
- L 65.467579 142.250876
- L 65.841742 144.515684
- L 66.215905 144.399675
- L 66.590068 142.743018
- L 67.338394 145.317349
- L 67.712558 145.500198
- L 68.086721 144.387647
- L 68.460884 140.849106
- L 68.835047 139.061825
- L 69.20921 145.290055
- L 69.583373 143.012823
- L 70.3317 144.991181
- L 70.705863 143.627707
- L 71.080026 144.203364
- L 71.454189 144.278373
- L 72.202515 144.843358
- L 72.576678 142.883951
- L 72.950841 144.743759
- L 73.325005 145.317817
- L 73.699168 144.731007
- L 74.073331 145.013155
- L 74.447494 145.837223
- L 74.821657 136.046346
- L 75.19582 141.214736
- L 75.569983 143.341357
- L 75.944146 144.274137
- L 76.31831 143.913061
- L 76.692473 144.693872
- L 77.066636 145.057847
- L 77.440799 144.120115
- L 77.814962 145.051524
- L 78.189125 143.457239
- L 78.563288 143.172985
- L 78.937452 141.918476
- L 79.311615 144.406975
- L 79.685778 143.888205
- L 80.059941 145.10861
- L 80.434104 144.634986
- L 80.808267 144.666876
- L 81.18243 144.562056
- L 81.556593 144.835697
- L 81.930757 144.82797
- L 82.30492 144.24925
- L 82.679083 144.545894
- L 83.053246 144.28985
- L 83.427409 144.995659
- L 83.801572 144.828527
- L 84.175735 141.904963
- L 84.549898 144.045448
- L 84.924062 142.472879
- L 85.298225 145.027008
- L 85.672388 143.957796
- L 86.046551 141.26088
- L 86.420714 144.053621
- L 86.794877 145.681953
- L 87.16904 144.329836
- L 87.543204 145.0295
- L 87.917367 145.03224
- L 88.29153 145.260806
- L 88.665693 144.808271
- L 89.039856 144.901523
- L 89.414019 144.819619
- L 89.788182 145.164121
- L 90.162345 145.29176
- L 90.910672 144.52976
- L 91.284835 145.339178
- L 91.658998 144.665178
- L 92.033161 144.341132
- L 92.781487 145.267957
- L 93.15565 145.09584
- L 93.529814 144.54204
- L 93.903977 144.22254
- L 94.652303 145.438928
- L 95.400629 145.320451
- L 95.774792 145.684994
- L 96.148956 138.699486
- L 96.523119 138.777211
- L 97.271445 144.213958
- L 97.645608 143.472827
- L 98.019771 144.653453
- L 98.393934 141.690368
- L 98.768097 143.988683
- L 99.142261 145.057042
- L 99.516424 145.110965
- L 99.890587 138.382255
- L 100.26475 143.012785
- L 100.638913 139.94698
- L 101.013076 143.928458
- L 101.387239 136.146126
- L 102.509729 145.683936
- L 102.883892 144.458409
- L 103.258055 145.287991
- L 103.632218 143.908954
- L 104.380544 144.574852
- L 104.754708 144.941601
- L 105.128871 144.522001
- L 105.503034 144.600944
- L 105.877197 144.168778
- L 106.25136 144.731295
- L 106.625523 145.072893
- L 106.999686 143.95768
- L 108.496339 143.919788
- L 108.870502 143.587462
- L 109.244665 145.263238
- L 109.618828 142.655851
- L 109.992991 142.082056
- L 110.367154 142.148702
- L 110.741318 144.923951
- L 111.115481 144.372234
- L 111.489644 144.823806
- L 111.863807 145.662963
- L 112.23797 143.359949
- L 112.612133 144.595193
- L 113.36046 143.424197
- L 113.734623 141.631336
- L 114.108786 143.92179
- L 114.482949 143.941424
- L 114.857112 143.497805
- L 115.231275 145.001802
- L 115.605438 144.587796
- L 115.979601 145.308663
- L 116.353765 145.018034
- L 116.727928 144.478765
- L 117.102091 145.199729
- L 117.476254 144.752608
- L 117.850417 143.648395
- L 118.22458 143.899393
- L 118.598743 143.461396
- L 118.972907 144.219714
- L 119.34707 143.583427
- L 119.721233 143.806353
- L 120.095396 145.256879
- L 120.469559 143.919445
- L 120.843722 144.950421
- L 121.592048 144.248425
- L 121.966212 143.32754
- L 122.340375 138.375897
- L 122.714538 138.057994
- L 123.088701 142.364621
- L 123.462864 141.824224
- L 123.837027 145.489763
- L 124.21119 144.010844
- L 124.585353 141.573192
- L 124.959517 139.954884
- L 125.33368 140.249729
- L 125.707843 143.905662
- L 126.082006 141.650774
- L 126.456169 142.63448
- L 126.830332 142.143088
- L 127.204495 144.998271
- L 127.578659 144.770085
- L 127.952822 144.015126
- L 128.326985 144.399991
- L 129.075311 144.554235
- L 129.823637 140.685155
- L 130.1978 140.680932
- L 130.571964 144.915258
- L 130.946127 144.823659
- L 131.694453 144.94066
- L 132.442779 144.196131
- L 132.816942 141.266388
- L 133.191105 141.410266
- L 133.565269 145.624999
- L 133.939432 144.811269
- L 134.313595 138.023122
- L 134.687758 136.316998
- L 135.061921 143.477035
- L 135.436084 144.710975
- L 135.810247 144.34411
- L 136.184411 145.218067
- L 136.558574 145.440432
- L 136.932737 144.719284
- L 137.3069 143.7174
- L 137.681063 143.786861
- L 138.055226 144.919997
- L 138.429389 142.19763
- L 138.803552 135.037887
- L 139.177716 136.389923
- L 139.551879 141.193083
- L 140.300205 143.252721
- L 140.674368 144.950541
- L 141.048531 144.303618
- L 141.422694 142.610674
- L 141.796857 142.67823
- L 142.171021 141.367285
- L 142.545184 140.954361
- L 142.919347 144.037324
- L 143.29351 144.872255
- L 143.667673 144.894803
- L 144.041836 143.612068
- L 144.415999 139.003119
- L 144.790163 142.136031
- L 145.164326 140.469332
- L 145.538489 143.394078
- L 145.912652 142.300729
- L 146.286815 144.704907
- L 147.035141 145.170355
- L 147.409304 144.859222
- L 147.783468 143.162139
- L 148.157631 144.111585
- L 148.531794 143.705759
- L 149.28012 145.346993
- L 149.654283 144.257992
- L 150.028446 145.136492
- L 150.402609 144.441966
- L 151.525099 144.720556
- L 152.647588 145.467281
- L 153.021751 144.814143
- L 153.395915 144.56703
- L 153.770078 144.805697
- L 154.144241 144.587595
- L 154.518404 144.767893
- L 154.892567 144.777529
- L 155.26673 144.43637
- L 155.640893 143.11707
- L 156.38922 144.56925
- L 156.763383 132.630799
- L 157.137546 143.463854
- L 157.511709 143.104018
- L 157.885872 143.368926
- L 158.260035 138.679822
- L 159.008361 145.033078
- L 159.382525 143.595205
- L 159.756688 144.788633
- L 160.130851 144.271999
- L 160.505014 144.601836
- L 160.879177 141.908381
- L 161.25334 143.992612
- L 161.627503 144.071635
- L 162.001667 141.56001
- L 162.37583 144.707652
- L 163.124156 144.490433
- L 163.498319 143.935402
- L 163.872482 145.119479
- L 164.246645 144.210926
- L 164.620808 145.48097
- L 164.994972 144.481739
- L 165.369135 142.437974
- L 165.743298 144.619593
- L 166.117461 144.53145
- L 166.491624 141.111746
- L 166.865787 142.385773
- L 167.23995 144.743388
- L 167.988277 142.826654
- L 168.36244 142.147275
- L 168.736603 144.482314
- L 169.110766 131.466654
- L 169.859092 143.321622
- L 170.233255 143.621434
- L 170.607419 143.122166
- L 170.981582 143.483829
- L 171.355745 142.963682
- L 171.729908 144.976059
- L 172.104071 144.521865
- L 172.478234 144.602806
- L 172.852397 144.478856
- L 173.22656 141.917319
- L 173.600724 133.234798
- L 173.974887 136.68069
- L 174.34905 141.952161
- L 174.723213 142.741007
- L 175.097376 143.247739
- L 175.471539 144.070837
- L 175.845702 142.126545
- L 176.219865 143.660191
- L 176.594029 142.481788
- L 176.968192 137.511373
- L 177.342355 137.933656
- L 177.716518 142.769676
- L 178.090681 144.40121
- L 178.464844 143.590707
- L 178.839007 144.31814
- L 179.213171 144.623562
- L 179.587334 142.478072
- L 179.961497 142.963709
- L 180.33566 144.215447
- L 180.709823 144.768068
- L 181.083986 143.349812
- L 181.458149 144.137999
- L 181.832312 144.566399
- L 182.580639 143.155547
- L 182.954802 144.232925
- L 183.328965 142.77549
- L 183.703128 143.970688
- L 184.077291 142.44691
- L 184.451454 144.405876
- L 184.825617 144.532379
- L 185.199781 144.993817
- L 185.573944 144.535256
- L 185.948107 144.802386
- L 186.696433 144.928078
- L 187.070596 144.544307
- L 187.444759 145.498196
- L 187.818923 144.465288
- L 188.193086 145.496028
- L 188.567249 145.792937
- L 188.941412 141.381873
- L 189.315575 141.420427
- L 189.689738 144.874734
- L 190.063901 144.063991
- L 190.438064 143.537465
- L 190.812228 142.178098
- L 191.186391 144.535461
- L 191.560554 143.663243
- L 191.934717 143.937109
- L 192.30888 144.712361
- L 192.683043 143.992016
- L 193.057206 137.820131
- L 193.431369 143.84561
- L 193.805533 143.888026
- L 194.179696 143.252897
- L 194.553859 143.905008
- L 194.928022 144.28891
- L 195.302185 142.97698
- L 195.676348 144.611732
- L 196.424675 143.552031
- L 196.798838 142.909867
- L 197.173001 144.932516
- L 197.547164 144.83427
- L 197.921327 145.073773
- L 198.29549 144.706496
- L 198.669653 144.95972
- L 199.043816 144.272193
- L 199.792143 145.294295
- L 200.166306 144.901386
- L 200.540469 144.319481
- L 200.914632 144.491908
- L 201.288795 145.551113
- L 201.662958 144.617648
- L 202.037121 144.871049
- L 202.411285 144.528668
- L 202.785448 143.134363
- L 203.159611 144.248897
- L 203.533774 144.924528
- L 203.907937 144.712238
- L 204.2821 145.001628
- L 204.656263 144.952321
- L 205.030427 144.487226
- L 205.40459 143.073201
- L 205.778753 142.812563
- L 206.152916 143.113172
- L 206.527079 144.022018
- L 206.901242 143.746785
- L 207.275405 142.978211
- L 207.649568 143.519848
- L 208.023732 143.050597
- L 208.397895 144.427948
- L 208.772058 142.09883
- L 209.146221 143.700197
- L 209.520384 141.990425
- L 209.894547 144.055003
- L 210.26871 143.5114
- L 210.642873 143.594663
- L 211.017037 143.9326
- L 211.3912 144.64447
- L 211.765363 143.310657
- L 212.513689 145.340903
- L 212.887852 143.885612
- L 213.262015 144.84958
- L 213.636179 144.479226
- L 214.010342 142.727508
- L 214.384505 144.80189
- L 214.758668 124.836258
- L 215.506994 141.755411
- L 215.881157 143.681949
- L 216.25532 143.859151
- L 217.003647 143.184783
- L 217.37781 143.287734
- L 217.751973 144.388473
- L 218.500299 142.926985
- L 218.874462 142.419128
- L 219.248626 144.408078
- L 219.996952 144.215366
- L 220.371115 143.089994
- L 220.745278 141.00996
- L 221.119441 144.574752
- L 221.493604 144.590859
- L 221.867767 144.20181
- L 222.241931 143.422794
- L 222.990257 144.192907
- L 223.738583 143.217555
- L 224.112746 144.646679
- L 224.486909 145.570234
- L 224.861072 142.837753
- L 225.235236 143.067377
- L 225.609399 144.563323
- L 225.983562 142.626072
- L 226.731888 144.947066
- L 227.106051 144.975928
- L 227.480214 143.475178
- L 227.854378 144.284347
- L 228.602704 144.797288
- L 228.976867 144.980601
- L 229.35103 144.431162
- L 229.725193 145.138097
- L 230.099356 144.440354
- L 230.473519 144.439742
- L 230.847683 145.183471
- L 231.221846 145.581081
- L 231.596009 144.825807
- L 231.970172 144.392304
- L 232.344335 145.287148
- L 232.718498 144.674519
- L 233.092661 144.995547
- L 233.466824 144.495395
- L 233.840988 144.795173
- L 234.215151 143.877079
- L 234.589314 143.760757
- L 234.963477 145.243519
- L 235.33764 144.442133
- L 235.711803 144.700981
- L 236.085966 144.075223
- L 236.46013 144.277531
- L 236.834293 143.41482
- L 237.208456 145.286171
- L 237.956782 141.423237
- L 238.330945 144.022616
- L 238.705108 144.959047
- L 239.079271 144.471747
- L 239.827598 143.002038
- L 240.201761 136.225799
- L 240.575924 143.788174
- L 240.950087 143.124668
- L 241.698413 145.436837
- L 242.072576 144.67412
- L 242.44674 144.170993
- L 242.820903 143.121335
- L 243.195066 143.154816
- L 243.569229 145.158654
- L 243.943392 144.709385
- L 244.317555 144.711451
- L 244.691718 145.379237
- L 245.065882 144.70623
- L 245.440045 143.5062
- L 245.814208 140.033283
- L 246.188371 142.453464
- L 246.562534 142.755563
- L 246.936697 144.410369
- L 247.31086 143.556161
- L 247.685023 145.017853
- L 248.059187 144.382836
- L 248.43335 144.470447
- L 248.807513 144.27382
- L 249.181676 143.208698
- L 249.555839 144.747381
- L 249.930002 145.191565
- L 250.304165 144.79623
- L 250.678328 144.637469
- L 251.052492 144.914466
- L 251.426655 143.238132
- L 251.800818 144.101666
- L 252.174981 144.28344
- L 252.549144 144.23419
- L 252.923307 144.622394
- L 253.29747 144.613465
- L 253.671634 144.940569
- L 254.045797 144.483919
- L 254.41996 144.28211
- L 254.794123 145.823607
- L 255.168286 145.880211
- L 255.542449 144.168111
- L 255.916612 144.670546
- L 256.664939 144.863697
- L 257.039102 144.484105
- L 257.413265 144.31811
- L 257.787428 144.489003
- L 258.161591 143.856332
- L 258.535754 145.001342
- L 258.909917 145.085266
- L 259.28408 142.596149
- L 259.658244 143.661983
- L 260.40657 144.883605
- L 260.780733 144.592455
- L 261.154896 145.432076
- L 261.529059 144.108968
- L 261.903222 141.164002
- L 262.277386 142.158021
- L 262.651549 144.285983
- L 263.399875 143.457916
- L 263.774038 144.618421
- L 264.148201 142.473303
- L 264.522364 141.585732
- L 265.270691 144.094008
- L 265.644854 144.530754
- L 266.019017 144.075399
- L 266.39318 145.086128
- L 267.141506 144.293663
- L 267.515669 145.132414
- L 267.889832 143.954304
- L 268.263996 143.868486
- L 268.638159 144.78316
- L 269.012322 144.294071
- L 269.386485 144.976923
- L 269.760648 144.352187
- L 270.134811 143.44201
- L 270.508974 128.963305
- L 270.883138 132.649198
- L 271.257301 144.727823
- L 271.631464 143.923998
- L 272.005627 144.440267
- L 272.37979 143.314058
- L 272.753953 144.334251
- L 273.128116 143.718177
- L 273.502279 139.648141
- L 273.876443 143.141335
- L 274.250606 143.866403
- L 274.624769 141.316742
- L 274.998932 143.631533
- L 275.373095 144.34191
- L 275.747258 143.598964
- L 276.121421 144.824295
- L 276.495584 143.684512
- L 276.869748 144.605724
- L 277.243911 142.68964
- L 277.618074 143.080813
- L 278.3664 141.48238
- L 278.740563 144.370366
- L 279.114726 143.870701
- L 279.48889 144.833555
- L 279.863053 143.962405
- L 280.611379 144.289479
- L 280.985542 143.995643
- L 281.359705 144.525483
- L 281.733868 144.437132
- L 282.482195 144.893142
- L 282.856358 144.978874
- L 283.230521 144.10881
- L 283.604684 141.982507
- L 283.978847 141.460299
- L 284.35301 143.681871
- L 284.727173 144.034829
- L 285.101336 135.961907
- L 285.4755 138.517537
- L 285.849663 144.060568
- L 286.223826 144.044237
- L 286.597989 143.44488
- L 286.972152 143.432114
- L 287.346315 144.596484
- L 287.720478 143.669421
- L 288.468805 144.386883
- L 288.842968 144.539644
- L 289.217131 143.481123
- L 289.591294 144.113729
- L 289.965457 143.526446
- L 290.33962 144.888821
- L 290.713783 145.28543
- L 291.087947 143.35675
- L 291.46211 144.868936
- L 291.836273 143.257334
- L 292.584599 144.737564
- L 292.958762 143.920509
- L 293.332925 144.152451
- L 293.707088 145.173066
- L 294.081252 144.743265
- L 294.455415 142.569133
- L 294.829578 143.536777
- L 295.577904 144.628416
- L 295.952067 143.229906
- L 296.32623 144.195501
- L 296.700394 143.770667
- L 297.074557 144.836372
- L 297.44872 144.898278
- L 298.197046 144.776388
- L 298.571209 143.788912
- L 298.945372 144.190872
- L 299.319535 144.894047
- L 300.067862 144.309127
- L 300.442025 140.942586
- L 300.816188 144.782906
- L 301.190351 140.985352
- L 301.564514 143.424801
- L 301.938677 136.83825
- L 302.31284 145.360872
- L 302.687004 144.978173
- L 303.061167 145.56075
- L 303.43533 142.925084
- L 303.809493 144.130491
- L 304.183656 144.005918
- L 304.557819 144.305614
- L 304.931982 143.703146
- L 305.306146 142.49428
- L 305.680309 143.97478
- L 306.054472 143.73377
- L 306.428635 143.989827
- L 306.802798 144.799233
- L 307.176961 144.674025
- L 307.551124 142.755917
- L 307.925287 144.608741
- L 308.299451 144.081488
- L 309.047777 145.218812
- L 309.42194 145.12113
- L 309.796103 145.634875
- L 310.170266 144.128945
- L 310.544429 144.41967
- L 310.918592 144.005397
- L 311.292756 143.963516
- L 311.666919 143.57077
- L 312.041082 144.227191
- L 312.415245 144.248056
- L 312.789408 145.437373
- L 313.163571 144.409048
- L 313.537734 144.037676
- L 313.911898 144.331405
- L 314.286061 145.581222
- L 314.660224 144.663837
- L 315.034387 144.406747
- L 315.40855 145.435648
- L 315.782713 143.967465
- L 316.531039 145.44117
- L 316.905203 144.534657
- L 317.279366 145.049965
- L 317.653529 144.604368
- L 318.027692 144.803497
- L 318.401855 144.398111
- L 318.776018 145.299025
- L 319.150181 144.87578
- L 319.524345 145.069473
- L 319.898508 145.512889
- L 320.646834 143.910764
- L 321.020997 145.361608
- L 322.143486 144.524524
- L 322.51765 145.040764
- L 323.265976 145.123842
- L 323.640139 145.327962
- L 324.014302 144.743378
- L 324.388465 145.352884
- L 324.762628 145.487869
- L 325.136791 144.993664
- L 325.510955 145.273658
- L 325.885118 145.024782
- L 326.259281 145.142732
- L 326.633444 145.137231
- L 327.007607 144.369836
- L 327.38177 144.865255
- L 327.755933 144.781971
- L 328.130097 144.332067
- L 328.50426 144.995682
- L 328.878423 145.252305
- L 329.252586 144.990746
- L 329.626749 144.31615
- L 330.000912 144.652954
- L 330.375075 145.315387
- L 330.749238 144.388259
- L 331.123402 144.948778
- L 331.497565 145.259803
- L 331.871728 144.872308
- L 332.620054 144.777458
- L 332.994217 144.981382
- L 333.36838 144.86531
- L 333.742543 142.070851
- L 334.116707 140.255069
- L 334.49087 143.199485
- L 334.865033 144.343004
- L 335.239196 144.499753
- L 335.613359 145.023447
- L 335.987522 145.17284
- L 336.361685 145.164204
- L 337.110012 144.559547
- L 337.484175 144.640742
- L 337.858338 143.921433
- L 338.232501 145.003071
- L 338.606664 145.651291
- L 338.980827 145.454896
- L 339.35499 144.979418
- L 339.729154 145.244179
- L 340.103317 142.5032
- L 340.47748 129.925518
- L 340.851643 137.136996
- L 341.225806 139.362329
- L 341.599969 142.797592
- L 341.974132 144.180602
- L 342.348295 144.23713
- L 342.722459 143.780013
- L 343.096622 139.692105
- L 343.470785 140.810359
- L 343.844948 141.571073
- L 344.219111 144.339034
- L 344.593274 144.228109
- L 344.967437 143.13859
- L 345.341601 138.710487
- L 345.715764 139.410085
- L 346.089927 140.768918
- L 346.46409 144.115488
- L 346.838253 143.92074
- L 347.212416 144.211867
- L 347.586579 143.511987
- L 348.334906 144.486382
- L 348.709069 143.93474
- L 349.457395 143.808861
- L 350.205721 145.139994
- L 350.579884 144.995726
- L 350.954047 144.566612
- L 351.328211 144.968396
- L 351.702374 143.932202
- L 352.076537 144.860618
- L 352.4507 144.553818
- L 352.824863 141.710835
- L 353.199026 144.450601
- L 353.573189 141.078526
- L 353.947353 141.109166
- L 354.321516 140.371917
- L 354.695679 142.914441
- L 355.069842 135.727991
- L 355.444005 144.274246
- L 355.818168 144.495552
- L 356.566494 143.373042
- L 356.940658 143.889808
- L 357.314821 141.342117
- L 357.688984 144.403534
- L 358.063147 142.394449
- L 358.811473 144.160671
- L 359.185636 143.531317
- L 359.559799 143.663656
- L 359.933963 143.485272
- L 360.308126 141.866263
- L 360.682289 141.648515
- L 361.056452 141.641729
- L 361.430615 143.874371
- L 361.804778 144.128648
- L 362.178941 144.029638
- L 362.553105 139.408459
- L 362.927268 140.093409
- L 363.301431 139.50303
- L 363.675594 144.408567
- L 364.049757 143.381307
- L 364.42392 143.347046
- L 364.798083 143.055736
- L 365.172246 144.589902
- L 365.54641 143.287143
- L 365.920573 144.156549
- L 366.294736 144.626408
- L 366.668899 144.293563
- L 367.043062 145.056917
- L 367.417225 141.084294
- L 367.791388 142.014734
- L 368.165551 142.191007
- L 368.539715 144.406427
- L 368.913878 144.062652
- L 369.288041 144.949797
- L 369.662204 145.141774
- L 370.41053 144.008245
- L 370.784693 142.380588
- L 371.158857 136.414179
- L 371.53302 142.101834
- L 371.907183 141.654213
- L 372.281346 143.472405
- L 372.281346 143.472405
- " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_13">
- <g id="patch_15">
- <path d="M 18.697188 136.637868
- L 29.458438 136.637868
- Q 31.858438 136.637868 31.858438 134.237868
- L 31.858438 126.495368
- Q 31.858438 124.095368 29.458438 124.095368
- L 18.697188 124.095368
- Q 16.297188 124.095368 16.297188 126.495368
- L 16.297188 134.237868
- Q 16.297188 136.637868 18.697188 136.637868
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- FD -->
- <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-46"/>
- <use x="57.519531" xlink:href="#DejaVuSans-44"/>
- </g>
- </g>
- <g id="text_14">
- <g id="patch_16">
- <path d="M 290.289663 133.502243
- L 365.209663 133.502243
- Q 366.409663 133.502243 366.409663 132.302243
- L 366.409663 128.430993
- Q 366.409663 127.230993 365.209663 127.230993
- L 290.289663 127.230993
- Q 289.089663 127.230993 289.089663 128.430993
- L 289.089663 132.302243
- Q 289.089663 133.502243 290.289663 133.502243
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 0.983 $\bullet$ mean: 0.114 $\bullet$ $\sigma$: 0.099 -->
- <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-39"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.30 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 140.570892)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="axes_6">
- <g id="patch_17">
- <path d="M 15.161346 278.112
- L 18.697188 278.112
- L 18.697188 150.37824
- L 15.161346 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#p4f6ef27109)">
- <image height="940" id="imagebda599f4f5" transform="matrix(4 0 0 0.13617 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAOsCAYAAACLf9wkAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ENABAYBeEXlSmIisZCFrGYWdQ2YQGdRvJf89XXnmIf20kSAAAAAIARlm8/ZDxTU/ghwwSauTBOAABXDkxaDXB7eQHPAAAAAElFTkSuQmCC"/>
- </g>
- <g id="matplotlib.axis_11"/>
- <g id="matplotlib.axis_12"/>
- </g>
- <g id="axes_7">
- <g id="patch_18">
- <path d="M 18.697188 278.112
- L 372.281346 278.112
- L 372.281346 150.37824
- L 18.697188 150.37824
- z
- " style="fill:#ffffff;"/>
- </g>
- <g clip-path="url(#pc94820e2e5)">
- <image height="128.16" id="imagedcf15a1400" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
- 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" y="-149.952"/>
- </g>
- <g id="matplotlib.axis_13">
- <g id="xtick_31">
- <g id="line2d_11">
- <defs>
- <path d="M 0 0
- L 0 4.8
- " id="m549ddeb14d" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.070955" xlink:href="#m549ddeb14d" y="278.112"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(13.504549 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-30"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-30"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_32">
- <g id="line2d_12">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="89.339266" xlink:href="#m549ddeb14d" y="278.112"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 282.00 -->
- <g style="fill:#262626;" transform="translate(80.591609 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <use x="127.246094" xlink:href="#DejaVuSans-32"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_33">
- <g id="line2d_13">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="159.607576" xlink:href="#m549ddeb14d" y="278.112"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 564.00 -->
- <g style="fill:#262626;" transform="translate(150.85992 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-34"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="229.875887" xlink:href="#m549ddeb14d" y="278.112"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 846.00 -->
- <g style="fill:#262626;" transform="translate(221.128231 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-38"/>
- <use x="63.623047" xlink:href="#DejaVuSans-34"/>
- <use x="127.246094" xlink:href="#DejaVuSans-36"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_35">
- <g id="line2d_15">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="300.144197" xlink:href="#m549ddeb14d" y="278.112"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 1128.00 -->
- <g style="fill:#262626;" transform="translate(289.805916 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-31"/>
- <use x="127.246094" xlink:href="#DejaVuSans-32"/>
- <use x="190.869141" xlink:href="#DejaVuSans-38"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- <use x="349.902344" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_36">
- <g id="line2d_16">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="370.412508" xlink:href="#m549ddeb14d" y="278.112"/>
- </g>
- </g>
- <g id="text_21">
- <!-- 1410.00 -->
- <g style="fill:#262626;" transform="translate(360.074227 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-34"/>
- <use x="127.246094" xlink:href="#DejaVuSans-31"/>
- <use x="190.869141" xlink:href="#DejaVuSans-30"/>
- <use x="254.492188" xlink:href="#DejaVuSans-2e"/>
- <use x="286.279297" xlink:href="#DejaVuSans-30"/>
- <use x="349.902344" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="text_22">
- <!-- time (s) -->
- <defs>
- <path d="M 18.3125 70.21875
- L 18.3125 54.6875
- L 36.8125 54.6875
- L 36.8125 47.703125
- L 18.3125 47.703125
- L 18.3125 18.015625
- Q 18.3125 11.328125 20.140625 9.421875
- Q 21.96875 7.515625 27.59375 7.515625
- L 36.8125 7.515625
- L 36.8125 0
- L 27.59375 0
- Q 17.1875 0 13.234375 3.875
- Q 9.28125 7.765625 9.28125 18.015625
- L 9.28125 47.703125
- L 2.6875 47.703125
- L 2.6875 54.6875
- L 9.28125 54.6875
- L 9.28125 70.21875
- z
- " id="DejaVuSans-74"/>
- <path d="M 9.421875 54.6875
- L 18.40625 54.6875
- L 18.40625 0
- L 9.421875 0
- z
- M 9.421875 75.984375
- L 18.40625 75.984375
- L 18.40625 64.59375
- L 9.421875 64.59375
- z
- " id="DejaVuSans-69"/>
- <path d="M 31 75.875
- Q 24.46875 64.65625 21.28125 53.65625
- Q 18.109375 42.671875 18.109375 31.390625
- Q 18.109375 20.125 21.3125 9.0625
- Q 24.515625 -2 31 -13.1875
- L 23.1875 -13.1875
- Q 15.875 -1.703125 12.234375 9.375
- Q 8.59375 20.453125 8.59375 31.390625
- Q 8.59375 42.28125 12.203125 53.3125
- Q 15.828125 64.359375 23.1875 75.875
- z
- " id="DejaVuSans-28"/>
- <path d="M 44.28125 53.078125
- L 44.28125 44.578125
- Q 40.484375 46.53125 36.375 47.5
- Q 32.28125 48.484375 27.875 48.484375
- Q 21.1875 48.484375 17.84375 46.4375
- Q 14.5 44.390625 14.5 40.28125
- Q 14.5 37.15625 16.890625 35.375
- Q 19.28125 33.59375 26.515625 31.984375
- L 29.59375 31.296875
- Q 39.15625 29.25 43.1875 25.515625
- Q 47.21875 21.78125 47.21875 15.09375
- Q 47.21875 7.46875 41.1875 3.015625
- Q 35.15625 -1.421875 24.609375 -1.421875
- Q 20.21875 -1.421875 15.453125 -0.5625
- Q 10.6875 0.296875 5.421875 2
- L 5.421875 11.28125
- Q 10.40625 8.6875 15.234375 7.390625
- Q 20.0625 6.109375 24.8125 6.109375
- Q 31.15625 6.109375 34.5625 8.28125
- Q 37.984375 10.453125 37.984375 14.40625
- Q 37.984375 18.0625 35.515625 20.015625
- Q 33.0625 21.96875 24.703125 23.78125
- L 21.578125 24.515625
- Q 13.234375 26.265625 9.515625 29.90625
- Q 5.8125 33.546875 5.8125 39.890625
- Q 5.8125 47.609375 11.28125 51.796875
- Q 16.75 56 26.8125 56
- Q 31.78125 56 36.171875 55.265625
- Q 40.578125 54.546875 44.28125 53.078125
- z
- " id="DejaVuSans-73"/>
- <path d="M 8.015625 75.875
- L 15.828125 75.875
- Q 23.140625 64.359375 26.78125 53.3125
- Q 30.421875 42.28125 30.421875 31.390625
- Q 30.421875 20.453125 26.78125 9.375
- Q 23.140625 -1.703125 15.828125 -13.1875
- L 8.015625 -13.1875
- Q 14.5 -2 17.703125 9.0625
- Q 20.90625 20.125 20.90625 31.390625
- Q 20.90625 42.671875 17.703125 53.65625
- Q 14.5 64.65625 8.015625 75.875
- z
- " id="DejaVuSans-29"/>
- </defs>
- <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
- <use xlink:href="#DejaVuSans-74"/>
- <use x="39.208984" xlink:href="#DejaVuSans-69"/>
- <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
- <use x="164.404297" xlink:href="#DejaVuSans-65"/>
- <use x="225.927734" xlink:href="#DejaVuSans-20"/>
- <use x="257.714844" xlink:href="#DejaVuSans-28"/>
- <use x="296.728516" xlink:href="#DejaVuSans-73"/>
- <use x="348.828125" xlink:href="#DejaVuSans-29"/>
- </g>
- </g>
- </g>
- <g id="matplotlib.axis_14"/>
- </g>
- </g>
- <defs>
- <clipPath id="p78a827c656">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="p76a1d972d3">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="pe14a833445">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="pd0f23fa30d">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="p05b1dbb19b">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="p4f6ef27109">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="pc94820e2e5">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|