12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989910010110210310410510610710810911011111211311411511611711811912012112212312412512612712812913013113213313413513613713813914014114214314414514614714814915015115215315415515615715815916016116216316416516616716816917017117217317417517617717817918018118218318418518618718818919019119219319419519619719819920020120220320420520620720820921021121221321421521621721821922022122222322422522622722822923023123223323423523623723823924024124224324424524624724824925025125225325425525625725825926026126226326426526626726826927027127227327427527627727827928028128228328428528628728828929029129229329429529629729829930030130230330430530630730830931031131231331431531631731831932032132232332432532632732832933033133233333433533633733833934034134234334434534634734834935035135235335435535635735835936036136236336436536636736836937037137237337437537637737837938038138238338438538638738838939039139239339439539639739839940040140240340440540640740840941041141241341441541641741841942042142242342442542642742842943043143243343443543643743843944044144244344444544644744844945045145245345445545645745845946046146246346446546646746846947047147247347447547647747847948048148248348448548648748848949049149249349449549649749849950050150250350450550650750850951051151251351451551651751851952052152252352452552652752852953053153253353453553653753853954054154254354454554654754854955055155255355455555655755855956056156256356456556656756856957057157257357457557657757857958058158258358458558658758858959059159259359459559659759859960060160260360460560660760860961061161261361461561661761861962062162262362462562662762862963063163263363463563663763863964064164264364464564664764864965065165265365465565665765865966066166266366466566666766866967067167267367467567667767867968068168268368468568668768868969069169269369469569669769869970070170270370470570670770870971071171271371471571671771871972072172272372472572672772872973073173273373473573673773873974074174274374474574674774874975075175275375475575675775875976076176276376476576676776876977077177277377477577677777877978078178278378478578678778878979079179279379479579679779879980080180280380480580680780880981081181281381481581681781881982082182282382482582682782882983083183283383483583683783883984084184284384484584684784884985085185285385485585685785885986086186286386486586686786886987087187287387487587687787887988088188288388488588688788888989089189289389489589689789889990090190290390490590690790890991091191291391491591691791891992092192292392492592692792892993093193293393493593693793893994094194294394494594694794894995095195295395495595695795895996096196296396496596696796896997097197297397497597697797897998098198298398498598698798898999099199299399499599699799899910001001100210031004100510061007100810091010101110121013101410151016101710181019102010211022102310241025102610271028102910301031103210331034103510361037103810391040104110421043104410451046104710481049105010511052105310541055105610571058105910601061106210631064106510661067106810691070107110721073107410751076107710781079108010811082108310841085108610871088108910901091109210931094109510961097109810991100110111021103110411051106110711081109111011111112111311141115111611171118111911201121112211231124112511261127112811291130113111321133113411351136113711381139114011411142114311441145114611471148114911501151115211531154115511561157115811591160116111621163116411651166116711681169117011711172117311741175117611771178117911801181118211831184118511861187118811891190119111921193119411951196119711981199120012011202120312041205120612071208120912101211121212131214121512161217121812191220122112221223122412251226122712281229123012311232123312341235123612371238123912401241124212431244124512461247124812491250125112521253125412551256125712581259126012611262126312641265126612671268126912701271127212731274127512761277127812791280128112821283128412851286128712881289129012911292129312941295129612971298129913001301130213031304130513061307130813091310131113121313131413151316131713181319132013211322132313241325132613271328132913301331133213331334133513361337133813391340134113421343134413451346134713481349135013511352135313541355135613571358135913601361136213631364136513661367136813691370137113721373137413751376137713781379138013811382138313841385138613871388138913901391139213931394139513961397139813991400140114021403140414051406140714081409141014111412141314141415141614171418141914201421142214231424142514261427142814291430143114321433143414351436143714381439144014411442144314441445144614471448144914501451145214531454145514561457145814591460146114621463146414651466146714681469147014711472147314741475147614771478147914801481148214831484148514861487148814891490149114921493149414951496149714981499150015011502150315041505150615071508150915101511151215131514151515161517151815191520152115221523152415251526152715281529153015311532153315341535153615371538153915401541154215431544154515461547154815491550155115521553155415551556155715581559156015611562156315641565156615671568156915701571157215731574157515761577157815791580158115821583158415851586158715881589159015911592159315941595159615971598159916001601160216031604160516061607160816091610161116121613161416151616161716181619162016211622162316241625162616271628162916301631163216331634163516361637163816391640164116421643164416451646164716481649165016511652165316541655165616571658165916601661166216631664166516661667166816691670167116721673167416751676167716781679168016811682168316841685168616871688168916901691169216931694169516961697169816991700170117021703170417051706170717081709171017111712171317141715171617171718171917201721172217231724172517261727172817291730173117321733173417351736173717381739174017411742174317441745174617471748174917501751175217531754175517561757175817591760176117621763176417651766176717681769177017711772177317741775177617771778177917801781178217831784178517861787178817891790179117921793179417951796179717981799180018011802180318041805180618071808180918101811181218131814181518161817181818191820182118221823182418251826182718281829183018311832183318341835183618371838183918401841184218431844184518461847184818491850185118521853185418551856185718581859186018611862186318641865186618671868186918701871187218731874187518761877187818791880188118821883188418851886188718881889189018911892189318941895189618971898189919001901190219031904190519061907190819091910191119121913191419151916191719181919192019211922192319241925192619271928192919301931193219331934193519361937193819391940194119421943194419451946194719481949195019511952195319541955195619571958195919601961196219631964196519661967196819691970197119721973197419751976197719781979198019811982198319841985198619871988198919901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202520262027202820292030203120322033203420352036203720382039204020412042204320442045204620472048204920502051205220532054205520562057205820592060206120622063206420652066206720682069207020712072207320742075207620772078207920802081208220832084208520862087208820892090209120922093209420952096209720982099210021012102210321042105210621072108210921102111211221132114211521162117211821192120212121222123212421252126212721282129213021312132213321342135213621372138213921402141214221432144214521462147214821492150215121522153215421552156215721582159216021612162216321642165216621672168216921702171217221732174217521762177217821792180218121822183218421852186218721882189219021912192219321942195219621972198219922002201220222032204220522062207220822092210221122122213221422152216221722182219222022212222222322242225222622272228222922302231223222332234223522362237223822392240224122422243224422452246224722482249225022512252225322542255225622572258225922602261226222632264226522662267226822692270227122722273227422752276227722782279228022812282228322842285228622872288228922902291229222932294229522962297229822992300230123022303230423052306230723082309231023112312231323142315231623172318231923202321232223232324232523262327232823292330233123322333233423352336233723382339234023412342234323442345234623472348234923502351235223532354235523562357235823592360236123622363 |
- <?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 0 384.435181 309.883863" width="384.435181pt" 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 384.435181 309.883863
- L 384.435181 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(#pa284b6d722)" d="M 18.697188 23.379865
- L 372.281346 23.379865
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_2">
- <path clip-path="url(#pa284b6d722)" d="M 18.697188 22.938471
- L 20.221257 23.439795
- L 21.745327 23.809345
- L 23.269396 23.806284
- L 24.793466 23.621731
- L 30.889745 23.754354
- L 32.413814 23.876995
- L 40.034163 23.407291
- L 41.558232 23.612598
- L 47.654511 23.661193
- L 50.70265 23.573124
- L 53.750789 23.591928
- L 55.274859 23.536017
- L 59.847068 23.827396
- L 64.419277 23.730708
- L 67.467416 23.96724
- L 68.991486 24.093001
- L 70.515556 23.991244
- L 72.039625 23.682711
- L 75.087764 24.001059
- L 76.611834 23.889536
- L 78.135904 23.480369
- L 81.184043 23.89403
- L 82.708113 23.842076
- L 84.232182 23.601133
- L 87.280322 23.931113
- L 88.804391 23.81109
- L 91.852531 23.891173
- L 96.42474 23.583094
- L 97.948809 23.440548
- L 100.996949 23.49903
- L 102.521018 23.656674
- L 104.045088 23.699076
- L 105.569157 23.480381
- L 107.093227 23.643392
- L 108.617297 24.04798
- L 111.665436 24.026403
- L 114.713575 23.994962
- L 117.761715 23.586931
- L 119.285784 23.532634
- L 120.809854 23.291978
- L 123.857993 23.646656
- L 125.382063 23.583955
- L 126.906133 23.374751
- L 129.954272 23.588736
- L 131.478341 23.342557
- L 134.526481 23.486705
- L 136.05055 23.307471
- L 137.57462 23.496197
- L 146.719038 23.929798
- L 151.291247 23.763093
- L 154.339386 23.675203
- L 155.863456 23.889822
- L 161.959734 23.87054
- L 163.483804 23.687062
- L 168.056013 23.784443
- L 171.104152 23.760666
- L 175.676361 23.623189
- L 177.200431 23.791258
- L 180.24857 23.959505
- L 181.77264 24.18052
- L 184.820779 24.226067
- L 189.392988 23.666728
- L 190.917058 23.682185
- L 193.965197 24.09642
- L 201.585545 23.48802
- L 203.109615 23.794485
- L 204.633685 23.87103
- L 207.681824 23.752991
- L 209.205894 23.383274
- L 210.729963 23.17749
- L 212.254033 23.330579
- L 213.778102 23.345391
- L 216.826242 23.644014
- L 219.874381 23.39646
- L 222.92252 23.570398
- L 224.44659 23.452419
- L 227.494729 23.525593
- L 229.018799 23.49261
- L 230.542869 23.594044
- L 233.591008 23.493172
- L 235.115078 23.687182
- L 236.639147 23.606023
- L 239.687287 23.786667
- L 242.735426 23.640153
- L 247.307635 23.864288
- L 248.831704 23.893158
- L 251.879844 23.599089
- L 257.976122 23.648533
- L 261.024262 23.613996
- L 264.072401 23.883977
- L 267.12054 23.709333
- L 270.168679 23.620499
- L 271.692749 23.558719
- L 273.216819 23.701479
- L 276.264958 23.653542
- L 277.789028 23.752764
- L 280.837167 23.707146
- L 283.885306 23.771808
- L 288.457515 23.683619
- L 289.981585 23.508761
- L 299.126003 23.206049
- L 300.650072 23.339605
- L 302.174142 23.62974
- L 305.222281 23.529992
- L 306.746351 23.707672
- L 308.270421 23.668784
- L 309.79449 23.485139
- L 314.366699 23.469765
- L 315.890769 23.663667
- L 318.938908 23.641288
- L 321.987048 23.51157
- L 329.607396 23.822698
- L 332.655535 24.28878
- L 334.179605 24.285576
- L 335.703674 24.435557
- L 344.848092 24.079481
- L 347.896232 24.138524
- L 350.944371 24.043019
- L 352.46844 23.842901
- L 360.088789 24.053228
- L 363.136928 23.941621
- L 364.660998 23.789931
- L 366.185067 23.780116
- L 367.709137 23.885973
- L 369.233207 23.813756
- L 372.281346 24.041896
- L 372.281346 24.041896
- " 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: 558.477 $\bullet$ mean: 554.458 $\bullet$ $\sigma$: 1.186 -->
- <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 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 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 10.6875 12.40625
- L 21 12.40625
- L 21 0
- L 10.6875 0
- z
- " id="DejaVuSans-2e"/>
- <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 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 16.734375 31.203125
- Q 16.734375 37.265625 20.953125 41.4375
- Q 25.1875 45.609375 31.34375 45.609375
- Q 37.390625 45.609375 41.5625 41.4375
- Q 45.75 37.265625 45.75 31.203125
- Q 45.75 25.109375 41.546875 20.90625
- Q 37.34375 16.703125 31.25 16.703125
- Q 25.140625 16.703125 20.9375 20.90625
- Q 16.734375 25.109375 16.734375 31.203125
- 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 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 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 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"/>
- </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-35"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-38"/>
- <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(633.236328 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(696.859375 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.646484 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.244141 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.03125 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.443359 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.966797 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.246094 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.103516 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1235.726562 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1299.349609 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1362.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
- <use transform="translate(1458.382812 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1522.005859 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1585.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1680.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.800781 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1775.179688 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.871094 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.658203 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1904.28125 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1936.068359 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1999.691406 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(2063.314453 0.78125)" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- <g id="text_3">
- <!-- 556.22 -->
- <defs>
- <path d="M 19.1875 8.296875
- L 53.609375 8.296875
- L 53.609375 0
- L 7.328125 0
- L 7.328125 8.296875
- Q 12.9375 14.109375 22.625 23.890625
- Q 32.328125 33.6875 34.8125 36.53125
- Q 39.546875 41.84375 41.421875 45.53125
- Q 43.3125 49.21875 43.3125 52.78125
- Q 43.3125 58.59375 39.234375 62.25
- Q 35.15625 65.921875 28.609375 65.921875
- Q 23.96875 65.921875 18.8125 64.3125
- Q 13.671875 62.703125 7.8125 59.421875
- L 7.8125 69.390625
- Q 13.765625 71.78125 18.9375 73
- Q 24.125 74.21875 28.421875 74.21875
- Q 39.75 74.21875 46.484375 68.546875
- Q 53.21875 62.890625 53.21875 53.421875
- Q 53.21875 48.921875 51.53125 44.890625
- Q 49.859375 40.875 45.40625 35.40625
- Q 44.1875 33.984375 37.640625 27.21875
- Q 31.109375 20.453125 19.1875 8.296875
- z
- " id="DejaVuSans-32"/>
- </defs>
- <g style="fill:#d3d3d3;" transform="translate(7.2 24.207677)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-35"/>
- <use x="127.246094" xlink:href="#DejaVuSans-36"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-32"/>
- <use x="286.279297" xlink:href="#DejaVuSans-32"/>
- </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(#pdf60fd0dc7)" d="M 18.697188 50.908225
- L 372.281346 50.908225
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_4">
- <path clip-path="url(#pdf60fd0dc7)" d="M 18.697188 49.979262
- L 20.221257 50.97623
- L 21.745327 51.113188
- L 23.269396 51.981297
- L 24.793466 51.985257
- L 26.317536 51.510177
- L 29.365675 51.969933
- L 30.889745 51.722001
- L 32.413814 51.697476
- L 33.937884 52.32859
- L 35.461954 52.407327
- L 36.986023 51.659819
- L 38.510093 51.498167
- L 40.034163 51.939075
- L 41.558232 51.376703
- L 43.082302 51.306521
- L 44.606372 52.06316
- L 46.130441 51.60141
- L 47.654511 51.4607
- L 49.17858 52.006269
- L 50.70265 52.052044
- L 53.750789 51.117714
- L 55.274859 51.826761
- L 56.798929 51.883593
- L 58.322998 51.523199
- L 59.847068 51.790793
- L 61.371138 52.177082
- L 62.895207 51.709376
- L 64.419277 51.657209
- L 65.943347 52.371815
- L 67.467416 52.228187
- L 68.991486 51.891117
- L 70.515556 52.298983
- L 73.563695 52.3605
- L 75.087764 51.657765
- L 76.611834 51.789373
- L 78.135904 52.277307
- L 82.708113 51.44074
- L 84.232182 52.144656
- L 85.756252 51.895245
- L 87.280322 51.434616
- L 88.804391 51.8456
- L 90.328461 52.690523
- L 91.852531 51.67964
- L 93.3766 52.430423
- L 94.90067 52.610992
- L 96.42474 51.530097
- L 97.948809 51.443013
- L 99.472879 51.812211
- L 102.521018 51.284686
- L 104.045088 51.688454
- L 105.569157 51.75668
- L 107.093227 51.239258
- L 110.141366 52.265694
- L 111.665436 52.857396
- L 113.189506 52.123486
- L 114.713575 52.237596
- L 116.237645 52.775602
- L 117.761715 52.390375
- L 119.285784 51.586363
- L 120.809854 51.724105
- L 122.333924 52.126076
- L 123.857993 51.91858
- L 125.382063 51.171727
- L 126.906133 51.902411
- L 128.430202 51.847346
- L 129.954272 50.914307
- L 133.002411 52.137053
- L 134.526481 51.434457
- L 136.05055 51.785751
- L 137.57462 52.021842
- L 139.09869 51.204212
- L 140.622759 52.523174
- L 142.146829 52.177191
- L 143.670899 51.520747
- L 146.719038 52.460556
- L 148.243108 51.738497
- L 149.767177 51.918163
- L 151.291247 52.279887
- L 152.815317 51.328357
- L 154.339386 51.486684
- L 155.863456 51.953804
- L 157.387525 51.332347
- L 158.911595 52.121123
- L 160.435665 52.297534
- L 161.959734 51.76722
- L 163.483804 51.706716
- L 165.007874 52.356351
- L 166.531943 51.571157
- L 168.056013 51.634728
- L 169.580083 52.504425
- L 171.104152 51.738387
- L 172.628222 51.610829
- L 175.676361 52.088519
- L 177.200431 51.777374
- L 178.724501 51.622262
- L 180.24857 52.410811
- L 181.77264 52.775354
- L 183.29671 52.250677
- L 184.820779 52.887142
- L 186.344849 52.748427
- L 187.868918 51.733693
- L 189.392988 51.49524
- L 190.917058 51.987381
- L 192.441127 52.078495
- L 193.965197 51.868775
- L 195.489267 52.383496
- L 197.013336 52.632064
- L 200.061476 51.357249
- L 201.585545 51.977932
- L 203.109615 51.563307
- L 204.633685 51.634192
- L 206.157754 52.131902
- L 209.205894 51.528439
- L 210.729963 51.754655
- L 212.254033 51.544161
- L 213.778102 50.875063
- L 215.302172 52.025792
- L 216.826242 51.983322
- L 218.350311 50.899101
- L 219.874381 51.66246
- L 221.398451 52.078524
- L 222.92252 51.326213
- L 224.44659 51.718726
- L 225.97066 51.652733
- L 227.494729 50.782053
- L 229.018799 51.748382
- L 230.542869 51.820806
- L 232.066938 51.251208
- L 233.591008 51.806405
- L 235.115078 51.70093
- L 236.639147 51.076108
- L 238.163217 52.128617
- L 241.211356 51.63185
- L 244.259495 52.210083
- L 245.783565 51.517125
- L 247.307635 52.041384
- L 248.831704 52.093244
- L 250.355774 51.471151
- L 251.879844 51.858463
- L 253.403913 51.759121
- L 254.927983 51.284041
- L 256.452053 51.903076
- L 257.976122 52.004413
- L 259.500192 50.959883
- L 261.024262 51.583584
- L 262.548331 51.894948
- L 264.072401 51.695282
- L 267.12054 52.344907
- L 268.64461 51.5576
- L 270.168679 51.35589
- L 271.692749 52.016542
- L 273.216819 51.316973
- L 274.740888 51.384802
- L 277.789028 51.759965
- L 279.313097 51.378708
- L 280.837167 52.268295
- L 282.361237 51.763508
- L 283.885306 51.097913
- L 285.409376 51.649884
- L 286.933446 51.897935
- L 288.457515 51.103124
- L 289.981585 51.596477
- L 291.505655 51.4607
- L 293.029724 50.974454
- L 294.553794 51.311891
- L 296.077863 51.411997
- L 297.601933 50.41223
- L 299.126003 50.464387
- L 300.650072 51.290075
- L 302.174142 50.992488
- L 303.698212 51.015256
- L 305.222281 51.730348
- L 306.746351 51.583554
- L 308.270421 51.104911
- L 309.79449 51.724949
- L 312.84263 50.762868
- L 314.366699 51.291048
- L 315.890769 51.297241
- L 317.414839 50.66042
- L 318.938908 51.633905
- L 320.462978 51.190138
- L 321.987048 50.356113
- L 323.511117 50.960141
- L 325.035187 51.060505
- L 326.559256 50.506222
- L 328.083326 50.461459
- L 329.607396 51.40764
- L 331.131465 51.515199
- L 332.655535 51.206058
- L 334.179605 51.965049
- L 335.703674 52.447832
- L 337.227744 51.581976
- L 338.751814 51.976176
- L 340.275883 52.218728
- L 341.799953 51.39832
- L 343.324023 51.696503
- L 346.372162 51.288587
- L 347.896232 51.676077
- L 349.420301 51.14213
- L 352.46844 51.013321
- L 353.99251 51.059245
- L 355.51658 50.62453
- L 357.040649 51.296437
- L 360.088789 51.076395
- L 361.612858 51.741176
- L 363.136928 51.259933
- L 364.660998 51.094023
- L 366.185067 51.501423
- L 367.709137 51.109804
- L 369.233207 51.153415
- L 370.757276 51.644038
- L 372.281346 51.059681
- L 372.281346 51.059681
- " 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: 633.621 $\bullet$ mean: 623.174 $\bullet$ $\sigma$: 3.034 -->
- <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"/>
- <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:#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-36"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-34"/>
- <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(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-34"/>
- </g>
- </g>
- <g id="text_6">
- <!-- 627.91 -->
- <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:#d3d3d3;" transform="translate(7.2 51.736037)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-36"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-37"/>
- <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
- <use x="222.65625" xlink:href="#DejaVuSans-39"/>
- <use x="286.279297" xlink:href="#DejaVuSans-31"/>
- </g>
- </g>
- </g>
- <g id="axes_3">
- <g id="patch_8">
- <path d="M 18.697188 92.898048
- L 372.281346 92.898048
- L 372.281346 67.351296
- L 18.697188 67.351296
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_5">
- <g id="xtick_13"/>
- <g id="xtick_14"/>
- <g id="xtick_15"/>
- <g id="xtick_16"/>
- <g id="xtick_17"/>
- <g id="xtick_18"/>
- </g>
- <g id="matplotlib.axis_6"/>
- <g id="line2d_5">
- <path clip-path="url(#pa7751144a6)" d="M 18.697188 78.769787
- L 372.281346 78.769787
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_6">
- <path clip-path="url(#pa7751144a6)" d="M 18.697188 78.717637
- L 23.269396 78.886433
- L 24.793466 78.794285
- L 27.841605 78.841914
- L 29.365675 78.744043
- L 32.413814 78.918274
- L 33.937884 78.784946
- L 38.510093 78.78817
- L 40.034163 78.693869
- L 41.558232 78.820011
- L 44.606372 78.804799
- L 46.130441 78.880572
- L 49.17858 78.797026
- L 55.274859 78.696472
- L 58.322998 78.92136
- L 68.991486 78.973042
- L 73.563695 78.704901
- L 75.087764 78.853487
- L 76.611834 78.864335
- L 78.135904 78.656789
- L 82.708113 78.825688
- L 84.232182 78.719169
- L 87.280322 79.009604
- L 88.804391 78.962908
- L 91.852531 79.075669
- L 96.42474 78.992838
- L 99.472879 78.817144
- L 108.617297 79.126154
- L 111.665436 79.15568
- L 113.189506 79.297909
- L 122.333924 78.808783
- L 123.857993 78.976842
- L 128.430202 79.038531
- L 134.526481 79.09216
- L 136.05055 78.982416
- L 139.09869 79.016917
- L 140.622759 78.950909
- L 143.670899 79.128756
- L 155.863456 79.014694
- L 160.435665 79.20203
- L 161.959734 79.295537
- L 163.483804 79.202353
- L 166.531943 79.298497
- L 169.580083 79.252918
- L 172.628222 79.179483
- L 177.200431 79.017331
- L 180.24857 78.979998
- L 187.868918 79.338271
- L 190.917058 79.274751
- L 193.965197 79.288616
- L 198.537406 79.097388
- L 200.061476 79.110343
- L 201.585545 78.989429
- L 203.109615 79.148874
- L 206.157754 79.210748
- L 207.681824 79.338168
- L 210.729963 79.11701
- L 213.778102 79.156463
- L 216.826242 79.232097
- L 222.92252 79.240193
- L 225.97066 79.134802
- L 236.639147 78.996856
- L 244.259495 79.257869
- L 253.403913 79.035468
- L 254.927983 79.14664
- L 270.168679 79.027914
- L 271.692749 78.949815
- L 273.216819 79.03601
- L 276.264958 79.041295
- L 279.313097 79.176005
- L 282.361237 79.144418
- L 283.885306 79.188545
- L 286.933446 79.122204
- L 297.601933 79.006449
- L 299.126003 79.055839
- L 300.650072 78.889082
- L 302.174142 79.055102
- L 315.890769 79.013911
- L 318.938908 79.05022
- L 325.035187 79.023112
- L 326.559256 79.098505
- L 329.607396 78.979825
- L 332.655535 79.153158
- L 337.227744 79.15454
- L 341.799953 79.091941
- L 343.324023 78.924055
- L 350.944371 79.133685
- L 353.99251 79.109986
- L 355.51658 79.177836
- L 357.040649 79.026417
- L 358.564719 79.158962
- L 361.612858 79.128572
- L 364.660998 79.223219
- L 366.185067 79.079124
- L 372.281346 79.130322
- L 372.281346 79.130322
- " 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: 599.215 $\bullet$ mean: 597.181 $\bullet$ $\sigma$: 0.772 -->
- <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-35"/>
- <use transform="translate(346.894531 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(410.517578 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(474.140625 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(505.849609 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(569.472656 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(633.095703 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(696.71875 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(728.505859 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(791.103516 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(822.890625 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(920.302734 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(981.826172 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(1043.105469 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(1106.484375 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1140.175781 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1171.962891 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1235.507812 0.78125)" xlink:href="#DejaVuSans-39"/>
- <use transform="translate(1299.130859 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1362.753906 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1394.541016 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1458.164062 0.78125)" xlink:href="#DejaVuSans-38"/>
- <use transform="translate(1521.787109 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1585.410156 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1617.197266 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1679.794922 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1711.582031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1774.960938 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1808.652344 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1840.439453 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1904.0625 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1935.740234 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1999.347656 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(2062.970703 0.78125)" xlink:href="#DejaVuSans-32"/>
- </g>
- </g>
- <g id="text_9">
- <!-- 598.62 -->
- <g style="fill:#d3d3d3;" transform="translate(7.2 79.597599)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-35"/>
- <use x="63.623047" xlink:href="#DejaVuSans-39"/>
- <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-32"/>
- </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(#p4a6c605729)" d="M 18.697188 105.777956
- L 372.281346 105.777956
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_8">
- <path clip-path="url(#p4a6c605729)" d="M 20.221257 104.320987
- L 21.745327 107.924448
- L 23.269396 108.360621
- L 24.793466 109.395262
- L 26.317536 105.239081
- L 27.841605 104.444893
- L 29.365675 107.575037
- L 30.889745 108.212725
- L 32.413814 106.849151
- L 33.937884 110.437322
- L 35.461954 109.779647
- L 36.986023 109.713237
- L 38.510093 110.061516
- L 40.034163 110.236877
- L 41.558232 109.907763
- L 43.082302 110.212003
- L 44.606372 109.854752
- L 46.130441 107.413778
- L 47.654511 108.19011
- L 49.17858 110.05416
- L 50.70265 108.258077
- L 52.22672 107.609617
- L 53.750789 111.387184
- L 55.274859 106.613031
- L 56.798929 109.537756
- L 58.322998 109.89818
- L 59.847068 111.280919
- L 61.371138 111.175203
- L 62.895207 109.94478
- L 64.419277 110.508829
- L 65.943347 110.4155
- L 67.467416 111.445172
- L 68.991486 109.090931
- L 70.515556 110.046684
- L 72.039625 109.322111
- L 73.563695 112.36888
- L 75.087764 108.240131
- L 76.611834 111.606708
- L 78.135904 108.022259
- L 79.659973 112.380475
- L 81.184043 106.959539
- L 82.708113 110.45417
- L 84.232182 107.947856
- L 85.756252 111.241154
- L 87.280322 109.942339
- L 88.804391 108.931928
- L 90.328461 108.184253
- L 91.852531 110.050744
- L 93.3766 110.472877
- L 94.90067 112.112339
- L 96.42474 108.680822
- L 97.948809 111.291539
- L 99.472879 111.279911
- L 100.996949 109.578161
- L 102.521018 105.708364
- L 104.045088 103.6674
- L 105.569157 105.864192
- L 107.093227 105.589555
- L 108.617297 102.694403
- L 111.665436 113.276381
- L 113.189506 110.193478
- L 114.713575 111.369729
- L 116.237645 108.340295
- L 117.761715 112.868225
- L 119.285784 111.428964
- L 120.809854 106.943698
- L 122.333924 113.790897
- L 123.857993 113.739137
- L 125.382063 109.373168
- L 126.906133 109.488529
- L 128.430202 113.673033
- L 129.954272 109.367216
- L 131.478341 107.596738
- L 133.002411 113.623012
- L 134.526481 111.710136
- L 136.05055 112.652213
- L 137.57462 115.010787
- L 140.622759 108.783424
- L 142.146829 114.636353
- L 143.670899 113.141491
- L 145.194968 109.02141
- L 146.719038 112.74847
- L 149.767177 110.934473
- L 151.291247 113.124886
- L 152.815317 110.791797
- L 154.339386 108.153886
- L 155.863456 108.6395
- L 157.387525 110.521646
- L 160.435665 106.946139
- L 161.959734 111.052366
- L 163.483804 111.624589
- L 165.007874 111.275855
- L 166.531943 105.834894
- L 168.056013 112.893099
- L 171.104152 110.39472
- L 172.628222 110.279359
- L 174.152292 111.633655
- L 177.200431 110.715532
- L 178.724501 109.8806
- L 180.24857 109.616736
- L 181.77264 111.362009
- L 183.29671 108.042556
- L 184.820779 110.621199
- L 186.344849 112.971777
- L 187.868918 111.280799
- L 189.392988 111.129821
- L 190.917058 113.134808
- L 192.441127 111.841333
- L 193.965197 111.053312
- L 195.489267 111.116669
- L 197.013336 111.950589
- L 198.537406 109.826644
- L 200.061476 111.453471
- L 201.585545 109.6822
- L 203.109615 112.960666
- L 204.633685 110.884391
- L 206.157754 109.163351
- L 207.681824 109.692605
- L 209.205894 111.013242
- L 210.729963 109.717937
- L 212.254033 112.700374
- L 213.778102 110.92556
- L 215.302172 111.166719
- L 216.826242 113.611232
- L 218.350311 111.814509
- L 219.874381 109.435456
- L 221.398451 113.254469
- L 222.92252 113.42809
- L 225.97066 107.617916
- L 227.494729 111.185
- L 229.018799 107.851934
- L 230.542869 110.958979
- L 232.066938 109.322446
- L 233.591008 107.490411
- L 235.115078 110.276459
- L 238.163217 109.79588
- L 239.687287 107.785007
- L 241.211356 113.083106
- L 242.735426 108.640049
- L 244.259495 110.359441
- L 245.783565 107.994733
- L 247.307635 109.168295
- L 248.831704 108.201799
- L 250.355774 111.224703
- L 251.879844 110.994807
- L 253.403913 110.362551
- L 254.927983 110.935753
- L 256.452053 108.902113
- L 257.976122 112.890658
- L 259.500192 111.581132
- L 261.024262 110.759844
- L 262.548331 113.308855
- L 264.072401 110.087427
- L 265.596471 109.377257
- L 267.12054 104.917873
- L 268.64461 107.696474
- L 270.168679 112.626153
- L 271.692749 110.932305
- L 273.216819 109.726177
- L 274.740888 112.040378
- L 276.264958 108.139329
- L 277.789028 112.3253
- L 279.313097 105.988557
- L 280.837167 112.478409
- L 282.361237 112.796842
- L 283.885306 109.784194
- L 285.409376 111.534561
- L 286.933446 112.109014
- L 288.457515 111.034939
- L 289.981585 109.611548
- L 291.505655 108.662755
- L 293.029724 110.477759
- L 296.077863 109.965627
- L 297.601933 108.829569
- L 299.126003 107.366781
- L 300.650072 109.295651
- L 302.174142 108.491942
- L 303.698212 111.827599
- L 305.222281 106.806702
- L 306.746351 111.336462
- L 308.270421 108.742866
- L 309.79449 110.027642
- L 311.31856 108.224538
- L 312.84263 108.221973
- L 314.366699 107.37206
- L 315.890769 111.591904
- L 317.414839 108.516081
- L 318.938908 99.789545
- L 320.462978 106.314342
- L 321.987048 108.900036
- L 323.511117 109.709482
- L 325.035187 112.282999
- L 326.559256 108.277152
- L 328.083326 110.254303
- L 329.607396 106.176218
- L 331.131465 111.852655
- L 332.655535 108.319543
- L 334.179605 108.029644
- L 335.703674 105.961853
- L 337.227744 110.852652
- L 338.751814 107.911628
- L 340.275883 110.40061
- L 341.799953 110.000785
- L 343.324023 109.245936
- L 344.848092 109.789411
- L 346.372162 104.902887
- L 347.896232 110.213498
- L 349.420301 110.423435
- L 350.944371 107.889199
- L 352.46844 110.073908
- L 353.99251 108.318717
- L 355.51658 111.970519
- L 357.040649 104.755908
- L 358.564719 111.328957
- L 360.088789 109.014971
- L 361.612858 103.478856
- L 363.136928 108.388118
- L 364.660998 110.634686
- L 366.185067 108.964616
- L 367.709137 109.210687
- L 369.233207 107.791173
- L 370.757276 107.620084
- L 372.281346 112.310281
- L 372.281346 112.310281
- " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
- </g>
- <g id="text_10">
- <g id="patch_12">
- <path d="M 18.697188 108.96222
- L 46.430938 108.96222
- Q 48.830938 108.96222 48.830938 106.56222
- L 48.830938 98.81972
- Q 48.830938 96.41972 46.430938 96.41972
- L 18.697188 96.41972
- Q 16.297188 96.41972 16.297188 98.81972
- L 16.297188 106.56222
- Q 16.297188 108.96222 18.697188 108.96222
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- DVARS -->
- <defs>
- <path d="M 19.671875 64.796875
- L 19.671875 8.109375
- L 31.59375 8.109375
- Q 46.6875 8.109375 53.6875 14.9375
- Q 60.6875 21.78125 60.6875 36.53125
- Q 60.6875 51.171875 53.6875 57.984375
- Q 46.6875 64.796875 31.59375 64.796875
- z
- M 9.8125 72.90625
- L 30.078125 72.90625
- Q 51.265625 72.90625 61.171875 64.09375
- Q 71.09375 55.28125 71.09375 36.53125
- Q 71.09375 17.671875 61.125 8.828125
- Q 51.171875 0 30.078125 0
- L 9.8125 0
- z
- " id="DejaVuSans-44"/>
- <path d="M 28.609375 0
- L 0.78125 72.90625
- L 11.078125 72.90625
- L 34.1875 11.53125
- L 57.328125 72.90625
- L 67.578125 72.90625
- L 39.796875 0
- z
- " id="DejaVuSans-56"/>
- <path d="M 34.1875 63.1875
- L 20.796875 26.90625
- L 47.609375 26.90625
- z
- M 28.609375 72.90625
- L 39.796875 72.90625
- L 67.578125 0
- L 57.328125 0
- L 50.6875 18.703125
- L 17.828125 18.703125
- L 11.1875 0
- L 0.78125 0
- z
- " id="DejaVuSans-41"/>
- <path d="M 44.390625 34.1875
- Q 47.5625 33.109375 50.5625 29.59375
- Q 53.5625 26.078125 56.59375 19.921875
- L 66.609375 0
- L 56 0
- L 46.6875 18.703125
- Q 43.0625 26.03125 39.671875 28.421875
- Q 36.28125 30.8125 30.421875 30.8125
- L 19.671875 30.8125
- L 19.671875 0
- L 9.8125 0
- L 9.8125 72.90625
- L 32.078125 72.90625
- Q 44.578125 72.90625 50.734375 67.671875
- Q 56.890625 62.453125 56.890625 51.90625
- Q 56.890625 45.015625 53.6875 40.46875
- Q 50.484375 35.9375 44.390625 34.1875
- z
- M 19.671875 64.796875
- L 19.671875 38.921875
- L 32.078125 38.921875
- Q 39.203125 38.921875 42.84375 42.21875
- Q 46.484375 45.515625 46.484375 51.90625
- Q 46.484375 58.296875 42.84375 61.546875
- Q 39.203125 64.796875 32.078125 64.796875
- z
- " id="DejaVuSans-52"/>
- </defs>
- <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
- <use xlink:href="#DejaVuSans-44"/>
- <use x="76.986328" xlink:href="#DejaVuSans-56"/>
- <use x="145.300781" xlink:href="#DejaVuSans-41"/>
- <use x="213.708984" xlink:href="#DejaVuSans-52"/>
- <use x="283.191406" xlink:href="#DejaVuSans-53"/>
- </g>
- </g>
- <g id="text_11">
- <g id="patch_13">
- <path d="M 290.289663 105.826595
- L 365.209663 105.826595
- Q 366.409663 105.826595 366.409663 104.626595
- L 366.409663 100.755345
- Q 366.409663 99.555345 365.209663 99.555345
- L 290.289663 99.555345
- Q 289.089663 99.555345 289.089663 100.755345
- L 289.089663 104.626595
- Q 289.089663 105.826595 290.289663 105.826595
- z
- " style="fill:#ffffff;opacity:0.8;"/>
- </g>
- <!-- max: 1.561 $\bullet$ mean: 1.232 $\bullet$ $\sigma$: 0.075 -->
- <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
- <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
- <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
- <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
- <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(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-33"/>
- <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-35"/>
- </g>
- </g>
- <g id="text_12">
- <!-- 1.36 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 106.605768)scale(0.03 -0.03)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
- <use x="95.410156" xlink:href="#DejaVuSans-33"/>
- <use x="159.033203" xlink:href="#DejaVuSans-36"/>
- </g>
- </g>
- </g>
- <g id="axes_5">
- <g id="patch_14">
- <path d="M 18.697188 148.249344
- L 372.281346 148.249344
- L 372.281346 122.702592
- L 18.697188 122.702592
- z
- " style="fill:#ffffff;"/>
- </g>
- <g id="matplotlib.axis_9">
- <g id="xtick_25"/>
- <g id="xtick_26"/>
- <g id="xtick_27"/>
- <g id="xtick_28"/>
- <g id="xtick_29"/>
- <g id="xtick_30"/>
- </g>
- <g id="matplotlib.axis_10"/>
- <g id="line2d_9">
- <path clip-path="url(#p54edc564ca)" d="M 18.697188 129.639208
- L 372.281346 129.639208
- " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
- </g>
- <g id="line2d_10">
- <path clip-path="url(#p54edc564ca)" d="M 20.221257 138.793611
- L 21.745327 138.173239
- L 23.269396 129.941861
- L 24.793466 142.324856
- L 26.317536 131.209251
- L 27.841605 138.514675
- L 29.365675 133.527439
- L 30.889745 134.450065
- L 32.413814 145.126634
- L 33.937884 134.27316
- L 35.461954 140.47609
- L 36.986023 135.605811
- L 38.510093 132.633525
- L 40.034163 141.159194
- L 41.558232 136.683501
- L 43.082302 135.63647
- L 44.606372 140.236285
- L 46.130441 134.412754
- L 47.654511 144.129822
- L 49.17858 131.176025
- L 50.70265 140.069922
- L 52.22672 129.632108
- L 53.750789 134.744207
- L 55.274859 140.522996
- L 56.798929 138.637217
- L 58.322998 140.062451
- L 59.847068 136.945022
- L 61.371138 144.465475
- L 62.895207 138.218717
- L 64.419277 138.525573
- L 65.943347 143.616341
- L 67.467416 140.380507
- L 68.991486 137.772685
- L 70.515556 133.448282
- L 72.039625 140.109964
- L 73.563695 142.388164
- L 75.087764 130.91437
- L 76.611834 137.688611
- L 78.135904 134.944324
- L 79.659973 140.114057
- L 81.184043 131.458891
- L 82.708113 134.753349
- L 84.232182 130.838628
- L 85.756252 138.492759
- L 87.280322 136.953231
- L 88.804391 131.909603
- L 90.328461 140.272477
- L 91.852531 130.287452
- L 93.3766 133.816268
- L 94.90067 144.452986
- L 96.42474 131.858371
- L 97.948809 135.875353
- L 99.472879 140.718081
- L 100.996949 143.079696
- L 102.521018 130.866515
- L 104.045088 130.15687
- L 105.569157 140.832461
- L 107.093227 135.442675
- L 108.617297 139.479389
- L 110.141366 138.810818
- L 111.665436 141.036034
- L 113.189506 131.720933
- L 116.237645 138.353391
- L 117.761715 138.356546
- L 119.285784 141.603166
- L 120.809854 131.471898
- L 122.333924 145.743717
- L 123.857993 131.664205
- L 125.382063 139.848801
- L 126.906133 137.235855
- L 128.430202 135.609184
- L 129.954272 144.44553
- L 131.478341 130.316665
- L 133.002411 140.938187
- L 134.526481 138.991717
- L 136.05055 125.381738
- L 137.57462 134.981307
- L 139.09869 142.128697
- L 140.622759 138.811655
- L 142.146829 139.905472
- L 143.670899 141.436572
- L 146.719038 131.102281
- L 148.243108 144.492573
- L 149.767177 141.351079
- L 151.291247 140.392149
- L 152.815317 141.009161
- L 154.339386 136.185953
- L 155.863456 140.271536
- L 157.387525 141.571429
- L 158.911595 134.599218
- L 160.435665 141.900537
- L 161.959734 138.800434
- L 163.483804 134.153281
- L 165.007874 142.076683
- L 166.531943 127.729227
- L 168.056013 135.708133
- L 169.580083 141.58691
- L 171.104152 136.534862
- L 172.628222 144.424871
- L 174.152292 138.97032
- L 175.676361 143.220738
- L 177.200431 135.364405
- L 178.724501 139.413163
- L 180.24857 138.801658
- L 181.77264 141.027583
- L 183.29671 138.666801
- L 184.820779 140.132984
- L 186.344849 143.26962
- L 187.868918 138.355617
- L 189.392988 137.821332
- L 190.917058 142.424683
- L 192.441127 136.039725
- L 193.965197 142.591743
- L 195.489267 136.790828
- L 197.013336 144.237664
- L 198.537406 133.641615
- L 200.061476 138.35368
- L 201.585545 140.854867
- L 203.109615 130.831966
- L 204.633685 135.240729
- L 206.157754 144.33804
- L 207.681824 135.555178
- L 209.205894 138.171815
- L 210.729963 139.292546
- L 212.254033 134.707463
- L 213.778102 138.929716
- L 215.302172 140.474009
- L 216.826242 138.180051
- L 218.350311 141.536944
- L 219.874381 130.959325
- L 221.398451 130.42726
- L 222.92252 144.139664
- L 224.44659 135.928597
- L 225.97066 135.413927
- L 227.494729 142.854289
- L 229.018799 133.263835
- L 230.542869 134.125806
- L 232.066938 140.06325
- L 233.591008 137.998198
- L 235.115078 135.27993
- L 236.639147 137.876402
- L 238.163217 141.120765
- L 239.687287 133.597251
- L 241.211356 140.849587
- L 242.735426 136.639176
- L 244.259495 135.879437
- L 245.783565 143.489318
- L 247.307635 138.653397
- L 248.831704 138.611121
- L 250.355774 143.182775
- L 251.879844 138.49755
- L 253.403913 135.893045
- L 254.927983 142.956308
- L 256.452053 137.957658
- L 257.976122 142.868724
- L 259.500192 139.014676
- L 261.024262 137.652763
- L 262.548331 141.919643
- L 264.072401 143.644006
- L 265.596471 134.445852
- L 267.12054 143.130911
- L 268.64461 131.035166
- L 270.168679 135.149344
- L 271.692749 139.712648
- L 273.216819 133.439274
- L 274.740888 134.952605
- L 276.264958 141.002076
- L 277.789028 132.821229
- L 279.313097 137.261262
- L 280.837167 139.823139
- L 282.361237 134.910159
- L 283.885306 139.884283
- L 285.409376 137.497463
- L 286.933446 136.01362
- L 288.457515 142.535101
- L 289.981585 140.347651
- L 291.505655 137.456518
- L 293.029724 136.714211
- L 294.553794 141.537679
- L 296.077863 144.142661
- L 297.601933 140.421848
- L 299.126003 139.850155
- L 300.650072 135.684542
- L 302.174142 127.562703
- L 303.698212 133.778465
- L 305.222281 137.366771
- L 306.746351 127.088518
- L 308.270421 131.741192
- L 309.79449 135.270306
- L 312.84263 130.742862
- L 314.366699 129.645017
- L 315.890769 134.672274
- L 317.414839 138.686844
- L 318.938908 131.240727
- L 320.462978 130.94468
- L 321.987048 141.149473
- L 323.511117 132.318749
- L 325.035187 143.180622
- L 326.559256 138.598253
- L 328.083326 137.091515
- L 329.607396 132.303335
- L 331.131465 128.321053
- L 332.655535 143.43045
- L 334.179605 128.418815
- L 335.703674 134.113367
- L 337.227744 138.675549
- L 338.751814 130.862383
- L 340.275883 130.248795
- L 341.799953 142.374886
- L 343.324023 124.96378
- L 344.848092 132.665759
- L 346.372162 138.838545
- L 347.896232 132.133462
- L 349.420301 137.988143
- L 350.944371 139.306585
- L 352.46844 129.297066
- L 353.99251 136.749746
- L 355.51658 139.262321
- L 357.040649 131.075496
- L 358.564719 130.737613
- L 360.088789 136.001446
- L 361.612858 137.154958
- L 363.136928 133.899485
- L 364.660998 133.674857
- L 366.185067 138.396405
- L 367.709137 129.506771
- L 369.233207 126.894538
- L 370.757276 128.623065
- L 372.281346 134.177352
- L 372.281346 134.177352
- " 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: 0.252 $\bullet$ mean: 0.117 $\bullet$ $\sigma$: 0.050 -->
- <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(378.681641 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(442.304688 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
- <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(601.337891 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(663.935547 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(695.722656 0.78125)" xlink:href="#DejaVuSans-6d"/>
- <use transform="translate(793.134766 0.78125)" xlink:href="#DejaVuSans-65"/>
- <use transform="translate(854.658203 0.78125)" xlink:href="#DejaVuSans-61"/>
- <use transform="translate(915.9375 0.78125)" xlink:href="#DejaVuSans-6e"/>
- <use transform="translate(979.316406 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1013.007812 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1044.794922 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1108.417969 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-31"/>
- <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-37"/>
- <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
- <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
- <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
- <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
- <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
- <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
- <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-35"/>
- <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- <g id="text_15">
- <!-- 0.20 -->
- <g style="fill:#d3d3d3;" transform="translate(11.0175 130.46702)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-32"/>
- <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(#pd8fd2f1bef)">
- <image height="950" id="imagea122c4129b" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
- iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16ENgEAUBcEXFFVAUJyhoWvkGqMWNJ2Ap4JPMmb02s06zmdKEgAAAKAo99wrZHw4tqVCBpJrb6YGAH7EC19cDYTUGwJiAAAAAElFTkSuQmCC"/>
- </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(#pf0689caa0a)">
- <image height="128.16" id="image5f838d3715" 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="m27ff9860a2" style="stroke:#262626;"/>
- </defs>
- <g>
- <use style="fill:#262626;stroke:#262626;" x="19.455952" xlink:href="#m27ff9860a2" y="278.112"/>
- </g>
- </g>
- <g id="text_16">
- <!-- 0.00 -->
- <g style="fill:#262626;" transform="translate(13.889546 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="89.262266" xlink:href="#m27ff9860a2" y="278.112"/>
- </g>
- </g>
- <g id="text_17">
- <!-- 46.00 -->
- <g style="fill:#262626;" transform="translate(82.105235 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-34"/>
- <use x="63.623047" xlink:href="#DejaVuSans-36"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_33">
- <g id="line2d_13">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="159.068581" xlink:href="#m27ff9860a2" y="278.112"/>
- </g>
- </g>
- <g id="text_18">
- <!-- 92.00 -->
- <g style="fill:#262626;" transform="translate(151.91155 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-39"/>
- <use x="63.623047" xlink:href="#DejaVuSans-32"/>
- <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
- <use x="159.033203" xlink:href="#DejaVuSans-30"/>
- <use x="222.65625" xlink:href="#DejaVuSans-30"/>
- </g>
- </g>
- </g>
- <g id="xtick_34">
- <g id="line2d_14">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="228.874895" xlink:href="#m27ff9860a2" y="278.112"/>
- </g>
- </g>
- <g id="text_19">
- <!-- 138.00 -->
- <g style="fill:#262626;" transform="translate(220.127239 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-38"/>
- <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="298.68121" xlink:href="#m27ff9860a2" y="278.112"/>
- </g>
- </g>
- <g id="text_20">
- <!-- 184.00 -->
- <g style="fill:#262626;" transform="translate(289.933554 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-31"/>
- <use x="63.623047" xlink:href="#DejaVuSans-38"/>
- <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_36">
- <g id="line2d_16">
- <g>
- <use style="fill:#262626;stroke:#262626;" x="368.487524" xlink:href="#m27ff9860a2" y="278.112"/>
- </g>
- </g>
- <g id="text_21">
- <!-- 230.00 -->
- <g style="fill:#262626;" transform="translate(359.739868 290.211219)scale(0.05 -0.05)">
- <use xlink:href="#DejaVuSans-32"/>
- <use x="63.623047" xlink:href="#DejaVuSans-33"/>
- <use x="127.246094" xlink:href="#DejaVuSans-30"/>
- <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="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="pa284b6d722">
- <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
- </clipPath>
- <clipPath id="pdf60fd0dc7">
- <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
- </clipPath>
- <clipPath id="pa7751144a6">
- <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
- </clipPath>
- <clipPath id="p4a6c605729">
- <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
- </clipPath>
- <clipPath id="p54edc564ca">
- <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
- </clipPath>
- <clipPath id="pd8fd2f1bef">
- <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
- </clipPath>
- <clipPath id="pf0689caa0a">
- <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
- </clipPath>
- </defs>
- </svg>
|