sub-tb3626_task-story_run-3_carpetplot.svg 280 KB

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989910010110210310410510610710810911011111211311411511611711811912012112212312412512612712812913013113213313413513613713813914014114214314414514614714814915015115215315415515615715815916016116216316416516616716816917017117217317417517617717817918018118218318418518618718818919019119219319419519619719819920020120220320420520620720820921021121221321421521621721821922022122222322422522622722822923023123223323423523623723823924024124224324424524624724824925025125225325425525625725825926026126226326426526626726826927027127227327427527627727827928028128228328428528628728828929029129229329429529629729829930030130230330430530630730830931031131231331431531631731831932032132232332432532632732832933033133233333433533633733833934034134234334434534634734834935035135235335435535635735835936036136236336436536636736836937037137237337437537637737837938038138238338438538638738838939039139239339439539639739839940040140240340440540640740840941041141241341441541641741841942042142242342442542642742842943043143243343443543643743843944044144244344444544644744844945045145245345445545645745845946046146246346446546646746846947047147247347447547647747847948048148248348448548648748848949049149249349449549649749849950050150250350450550650750850951051151251351451551651751851952052152252352452552652752852953053153253353453553653753853954054154254354454554654754854955055155255355455555655755855956056156256356456556656756856957057157257357457557657757857958058158258358458558658758858959059159259359459559659759859960060160260360460560660760860961061161261361461561661761861962062162262362462562662762862963063163263363463563663763863964064164264364464564664764864965065165265365465565665765865966066166266366466566666766866967067167267367467567667767867968068168268368468568668768868969069169269369469569669769869970070170270370470570670770870971071171271371471571671771871972072172272372472572672772872973073173273373473573673773873974074174274374474574674774874975075175275375475575675775875976076176276376476576676776876977077177277377477577677777877978078178278378478578678778878979079179279379479579679779879980080180280380480580680780880981081181281381481581681781881982082182282382482582682782882983083183283383483583683783883984084184284384484584684784884985085185285385485585685785885986086186286386486586686786886987087187287387487587687787887988088188288388488588688788888989089189289389489589689789889990090190290390490590690790890991091191291391491591691791891992092192292392492592692792892993093193293393493593693793893994094194294394494594694794894995095195295395495595695795895996096196296396496596696796896997097197297397497597697797897998098198298398498598698798898999099199299399499599699799899910001001100210031004100510061007100810091010101110121013101410151016101710181019102010211022102310241025102610271028102910301031103210331034103510361037103810391040104110421043104410451046104710481049105010511052105310541055105610571058105910601061106210631064106510661067106810691070107110721073107410751076107710781079108010811082108310841085108610871088108910901091109210931094109510961097109810991100110111021103110411051106110711081109111011111112111311141115111611171118111911201121112211231124112511261127112811291130113111321133113411351136113711381139114011411142114311441145114611471148114911501151115211531154115511561157115811591160116111621163116411651166116711681169117011711172117311741175117611771178117911801181118211831184118511861187118811891190119111921193119411951196119711981199120012011202120312041205120612071208120912101211121212131214121512161217121812191220122112221223122412251226122712281229123012311232123312341235123612371238123912401241124212431244124512461247124812491250125112521253125412551256125712581259126012611262126312641265126612671268126912701271127212731274127512761277127812791280128112821283128412851286128712881289129012911292129312941295129612971298129913001301130213031304130513061307130813091310131113121313131413151316131713181319132013211322132313241325132613271328132913301331133213331334133513361337133813391340134113421343134413451346134713481349135013511352135313541355135613571358135913601361136213631364136513661367136813691370137113721373137413751376137713781379138013811382138313841385138613871388138913901391139213931394139513961397139813991400140114021403140414051406140714081409141014111412141314141415141614171418141914201421142214231424142514261427142814291430143114321433143414351436143714381439144014411442144314441445144614471448144914501451145214531454145514561457145814591460146114621463146414651466146714681469147014711472147314741475147614771478147914801481148214831484148514861487148814891490149114921493149414951496149714981499150015011502150315041505150615071508150915101511151215131514151515161517151815191520152115221523152415251526152715281529153015311532153315341535153615371538153915401541154215431544154515461547154815491550155115521553155415551556155715581559156015611562156315641565156615671568156915701571157215731574157515761577157815791580158115821583158415851586158715881589159015911592159315941595159615971598159916001601160216031604160516061607160816091610161116121613161416151616161716181619162016211622162316241625162616271628162916301631163216331634163516361637163816391640164116421643164416451646164716481649165016511652165316541655165616571658165916601661166216631664166516661667166816691670167116721673167416751676167716781679168016811682168316841685168616871688168916901691169216931694169516961697169816991700170117021703170417051706170717081709171017111712171317141715171617171718171917201721172217231724172517261727172817291730173117321733173417351736173717381739174017411742174317441745174617471748174917501751175217531754175517561757175817591760176117621763176417651766176717681769177017711772177317741775177617771778177917801781178217831784178517861787178817891790179117921793179417951796179717981799180018011802180318041805180618071808180918101811181218131814181518161817181818191820182118221823182418251826182718281829183018311832183318341835183618371838183918401841184218431844184518461847184818491850185118521853185418551856185718581859186018611862186318641865186618671868186918701871187218731874187518761877187818791880188118821883188418851886188718881889189018911892189318941895189618971898189919001901190219031904190519061907190819091910191119121913191419151916191719181919192019211922192319241925192619271928192919301931193219331934193519361937193819391940194119421943194419451946194719481949195019511952195319541955195619571958195919601961196219631964196519661967196819691970197119721973197419751976197719781979198019811982198319841985198619871988198919901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202520262027202820292030203120322033203420352036203720382039204020412042204320442045204620472048204920502051205220532054205520562057205820592060206120622063206420652066206720682069207020712072207320742075207620772078207920802081208220832084208520862087208820892090209120922093209420952096209720982099210021012102210321042105210621072108210921102111211221132114211521162117211821192120212121222123212421252126212721282129213021312132213321342135213621372138213921402141214221432144214521462147214821492150215121522153215421552156215721582159216021612162216321642165216621672168216921702171217221732174217521762177217821792180218121822183218421852186218721882189219021912192219321942195219621972198219922002201220222032204220522062207220822092210221122122213221422152216221722182219222022212222222322242225222622272228222922302231223222332234223522362237223822392240224122422243224422452246224722482249225022512252225322542255225622572258225922602261226222632264226522662267226822692270227122722273227422752276227722782279228022812282228322842285228622872288228922902291229222932294229522962297229822992300230123022303230423052306230723082309231023112312231323142315231623172318231923202321232223232324232523262327232823292330233123322333233423352336233723382339234023412342234323442345234623472348234923502351235223532354235523562357235823592360236123622363236423652366236723682369237023712372237323742375237623772378237923802381238223832384238523862387238823892390239123922393239423952396239723982399240024012402240324042405240624072408240924102411241224132414241524162417241824192420242124222423242424252426242724282429243024312432243324342435243624372438243924402441244224432444244524462447244824492450245124522453245424552456245724582459246024612462246324642465246624672468246924702471247224732474247524762477247824792480248124822483248424852486248724882489249024912492249324942495249624972498249925002501250225032504250525062507250825092510251125122513251425152516251725182519252025212522252325242525252625272528252925302531253225332534253525362537253825392540254125422543254425452546254725482549255025512552255325542555255625572558255925602561256225632564256525662567256825692570257125722573257425752576257725782579258025812582258325842585258625872588258925902591259225932594259525962597259825992600260126022603260426052606260726082609261026112612261326142615261626172618261926202621262226232624262526262627262826292630263126322633263426352636263726382639264026412642264326442645264626472648264926502651265226532654265526562657265826592660266126622663266426652666266726682669267026712672267326742675267626772678267926802681268226832684268526862687268826892690269126922693269426952696269726982699270027012702270327042705270627072708270927102711271227132714271527162717271827192720272127222723272427252726272727282729273027312732273327342735273627372738273927402741274227432744274527462747274827492750275127522753275427552756275727582759276027612762276327642765276627672768276927702771277227732774277527762777277827792780278127822783278427852786278727882789279027912792279327942795279627972798279928002801280228032804280528062807280828092810281128122813
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (http://matplotlib.org/) -->
  5. <svg height="309.883863pt" version="1.1" viewBox="0 0 386.631483 309.883863" width="386.631483pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <defs>
  7. <style type="text/css">
  8. *{stroke-linecap:butt;stroke-linejoin:round;}
  9. </style>
  10. </defs>
  11. <g id="figure_1">
  12. <g id="patch_1">
  13. <path d="M 0 309.883863
  14. L 386.631483 309.883863
  15. L 386.631483 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. <g id="xtick_6"/>
  36. </g>
  37. <g id="matplotlib.axis_2"/>
  38. <g id="line2d_1">
  39. <path clip-path="url(#p0fb8bc4465)" d="M 18.697188 23.019197
  40. L 372.281346 23.019197
  41. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  42. </g>
  43. <g id="line2d_2">
  44. <path clip-path="url(#p0fb8bc4465)" d="M 18.697188 23.773574
  45. L 19.765418 24.095594
  46. L 22.970108 24.53119
  47. L 27.243028 24.41669
  48. L 28.311258 24.131007
  49. L 30.447718 24.371598
  50. L 31.515949 24.163182
  51. L 32.584179 24.422792
  52. L 34.720639 24.428711
  53. L 35.788869 24.108356
  54. L 36.857099 24.198201
  55. L 37.925329 24.132187
  56. L 41.130019 24.361626
  57. L 42.198249 24.482302
  58. L 43.266479 24.451078
  59. L 44.33471 24.130367
  60. L 45.40294 24.263291
  61. L 47.5394 24.052872
  62. L 48.60763 23.789547
  63. L 50.74409 24.162752
  64. L 53.94878 24.737539
  65. L 55.01701 24.59134
  66. L 57.153471 23.909847
  67. L 58.221701 23.754034
  68. L 60.358161 23.816471
  69. L 61.426391 23.851463
  70. L 62.494621 24.059522
  71. L 63.562851 24.083729
  72. L 64.631081 23.98984
  73. L 67.835771 24.124832
  74. L 68.904002 24.006087
  75. L 71.040462 24.349066
  76. L 72.108692 24.369256
  77. L 73.176922 24.052295
  78. L 74.245152 24.230138
  79. L 76.381612 24.223771
  80. L 80.654532 23.887379
  81. L 82.790993 23.617504
  82. L 84.927453 23.863978
  83. L 85.995683 23.813443
  84. L 89.200373 24.269668
  85. L 90.268603 24.269961
  86. L 91.336833 24.482594
  87. L 93.473294 24.366237
  88. L 94.541524 24.067738
  89. L 99.882674 23.814742
  90. L 100.950904 24.187178
  91. L 104.155594 23.993646
  92. L 105.223824 24.280664
  93. L 106.292055 24.210021
  94. L 107.360285 23.860822
  95. L 108.428515 23.84312
  96. L 109.496745 23.952744
  97. L 110.564975 23.786171
  98. L 112.701435 23.958635
  99. L 113.769665 24.162752
  100. L 114.837895 24.180051
  101. L 116.974355 23.910369
  102. L 120.179046 24.144794
  103. L 121.247276 24.067509
  104. L 123.383736 24.272312
  105. L 124.451966 24.169897
  106. L 125.520196 23.823689
  107. L 127.656656 23.655973
  108. L 130.861347 23.948124
  109. L 131.929577 24.110405
  110. L 132.997807 23.91197
  111. L 134.066037 23.838939
  112. L 135.134267 24.069887
  113. L 136.202497 23.955689
  114. L 138.338957 23.564225
  115. L 140.475417 23.373016
  116. L 141.543647 23.715272
  117. L 144.748338 24.115949
  118. L 145.816568 24.214705
  119. L 147.953028 24.063868
  120. L 151.157718 24.095311
  121. L 152.225948 23.957812
  122. L 153.294178 24.347977
  123. L 154.362408 24.425097
  124. L 157.567099 24.230165
  125. L 161.840019 24.196646
  126. L 162.908249 23.694606
  127. L 165.044709 23.341601
  128. L 166.112939 23.403956
  129. L 167.181169 23.668671
  130. L 169.31763 23.845269
  131. L 170.38586 24.016324
  132. L 171.45409 24.02195
  133. L 172.52232 24.171077
  134. L 173.59055 23.883884
  135. L 174.65878 23.435362
  136. L 177.86347 23.364463
  137. L 178.9317 23.162176
  138. L 179.99993 23.441208
  139. L 182.136391 23.612308
  140. L 183.204621 23.479219
  141. L 184.272851 23.848782
  142. L 185.341081 23.938271
  143. L 186.409311 23.715757
  144. L 188.545771 23.802355
  145. L 189.614001 23.677197
  146. L 190.682231 23.354793
  147. L 191.750461 23.410232
  148. L 192.818691 23.351728
  149. L 194.955152 22.8921
  150. L 198.159842 23.226278
  151. L 200.296302 23.716837
  152. L 201.364532 23.660511
  153. L 203.500992 23.957986
  154. L 204.569222 23.86181
  155. L 205.637453 23.566256
  156. L 207.773913 23.41562
  157. L 209.910373 23.467061
  158. L 213.115063 23.894085
  159. L 217.387983 23.923936
  160. L 218.456214 23.717879
  161. L 220.592674 23.709673
  162. L 228.070284 23.567674
  163. L 232.343205 23.734273
  164. L 233.411435 23.813424
  165. L 234.479665 23.578899
  166. L 237.684355 23.410277
  167. L 238.752585 23.161343
  168. L 241.957275 23.231657
  169. L 243.025506 23.118099
  170. L 244.093736 23.289081
  171. L 245.161966 23.341436
  172. L 247.298426 23.239104
  173. L 248.366656 23.547053
  174. L 251.571346 23.756723
  175. L 252.639576 23.839497
  176. L 253.707806 23.719865
  177. L 254.776036 23.482878
  178. L 259.048957 23.008988
  179. L 261.185417 23.191523
  180. L 262.253647 23.119801
  181. L 265.458337 23.496363
  182. L 266.526567 23.383308
  183. L 267.594798 23.45869
  184. L 268.663028 23.382723
  185. L 270.799488 22.858791
  186. L 272.935948 22.990892
  187. L 274.004178 22.930065
  188. L 276.140638 23.430239
  189. L 280.413559 23.64548
  190. L 281.481789 23.486345
  191. L 282.550019 23.454363
  192. L 283.618249 23.579475
  193. L 284.686479 23.576044
  194. L 285.754709 23.398284
  195. L 288.959399 23.445562
  196. L 290.027629 23.158992
  197. L 294.30055 22.691395
  198. L 296.43701 23.047758
  199. L 298.57347 23.251115
  200. L 299.6417 23.401769
  201. L 300.70993 23.396903
  202. L 302.84639 23.144126
  203. L 303.91462 23.147072
  204. L 304.982851 22.99242
  205. L 306.051081 23.004386
  206. L 307.119311 23.183189
  207. L 308.187541 23.174608
  208. L 311.392231 23.635527
  209. L 315.665151 23.39951
  210. L 317.801612 23.082275
  211. L 319.938072 23.298622
  212. L 321.006302 23.077234
  213. L 322.074532 23.335829
  214. L 323.142762 23.351719
  215. L 324.210992 23.700031
  216. L 326.347452 23.743037
  217. L 328.483912 24.052945
  218. L 329.552142 23.924237
  219. L 331.688603 23.370903
  220. L 334.893293 23.469531
  221. L 339.166213 23.885568
  222. L 346.643824 23.730532
  223. L 347.712054 23.662377
  224. L 350.916744 23.176978
  225. L 354.121434 23.118319
  226. L 356.257895 23.566548
  227. L 360.530815 23.689639
  228. L 362.667275 23.373785
  229. L 363.735505 23.334722
  230. L 365.871965 22.79317
  231. L 366.940195 22.730514
  232. L 370.144886 23.059349
  233. L 371.213116 23.394396
  234. L 372.281346 23.5965
  235. L 372.281346 23.5965
  236. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  237. </g>
  238. <g id="text_1">
  239. <g id="patch_3">
  240. <path d="M 18.697188 25.935276
  241. L 29.974688 25.935276
  242. Q 32.374688 25.935276 32.374688 23.535276
  243. L 32.374688 15.792776
  244. Q 32.374688 13.392776 29.974688 13.392776
  245. L 18.697188 13.392776
  246. Q 16.297188 13.392776 16.297188 15.792776
  247. L 16.297188 23.535276
  248. Q 16.297188 25.935276 18.697188 25.935276
  249. z
  250. " style="fill:#ffffff;opacity:0.8;"/>
  251. </g>
  252. <!-- GS -->
  253. <defs>
  254. <path d="M 59.515625 10.40625
  255. L 59.515625 29.984375
  256. L 43.40625 29.984375
  257. L 43.40625 38.09375
  258. L 69.28125 38.09375
  259. L 69.28125 6.78125
  260. Q 63.578125 2.734375 56.6875 0.65625
  261. Q 49.8125 -1.421875 42 -1.421875
  262. Q 24.90625 -1.421875 15.25 8.5625
  263. Q 5.609375 18.5625 5.609375 36.375
  264. Q 5.609375 54.25 15.25 64.234375
  265. Q 24.90625 74.21875 42 74.21875
  266. Q 49.125 74.21875 55.546875 72.453125
  267. Q 61.96875 70.703125 67.390625 67.28125
  268. L 67.390625 56.78125
  269. Q 61.921875 61.421875 55.765625 63.765625
  270. Q 49.609375 66.109375 42.828125 66.109375
  271. Q 29.4375 66.109375 22.71875 58.640625
  272. Q 16.015625 51.171875 16.015625 36.375
  273. Q 16.015625 21.625 22.71875 14.15625
  274. Q 29.4375 6.6875 42.828125 6.6875
  275. Q 48.046875 6.6875 52.140625 7.59375
  276. Q 56.25 8.5 59.515625 10.40625
  277. z
  278. " id="DejaVuSans-47"/>
  279. <path d="M 53.515625 70.515625
  280. L 53.515625 60.890625
  281. Q 47.90625 63.578125 42.921875 64.890625
  282. Q 37.9375 66.21875 33.296875 66.21875
  283. Q 25.25 66.21875 20.875 63.09375
  284. Q 16.5 59.96875 16.5 54.203125
  285. Q 16.5 49.359375 19.40625 46.890625
  286. Q 22.3125 44.4375 30.421875 42.921875
  287. L 36.375 41.703125
  288. Q 47.40625 39.59375 52.65625 34.296875
  289. Q 57.90625 29 57.90625 20.125
  290. Q 57.90625 9.515625 50.796875 4.046875
  291. Q 43.703125 -1.421875 29.984375 -1.421875
  292. Q 24.8125 -1.421875 18.96875 -0.25
  293. Q 13.140625 0.921875 6.890625 3.21875
  294. L 6.890625 13.375
  295. Q 12.890625 10.015625 18.65625 8.296875
  296. Q 24.421875 6.59375 29.984375 6.59375
  297. Q 38.421875 6.59375 43.015625 9.90625
  298. Q 47.609375 13.234375 47.609375 19.390625
  299. Q 47.609375 24.75 44.3125 27.78125
  300. Q 41.015625 30.8125 33.5 32.328125
  301. L 27.484375 33.5
  302. Q 16.453125 35.6875 11.515625 40.375
  303. Q 6.59375 45.0625 6.59375 53.421875
  304. Q 6.59375 63.09375 13.40625 68.65625
  305. Q 20.21875 74.21875 32.171875 74.21875
  306. Q 37.3125 74.21875 42.625 73.28125
  307. Q 47.953125 72.359375 53.515625 70.515625
  308. z
  309. " id="DejaVuSans-53"/>
  310. </defs>
  311. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  312. <use xlink:href="#DejaVuSans-47"/>
  313. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  314. </g>
  315. </g>
  316. <g id="text_2">
  317. <g id="patch_4">
  318. <path d="M 280.129663 22.799651
  319. L 365.209663 22.799651
  320. Q 366.409663 22.799651 366.409663 21.599651
  321. L 366.409663 17.728401
  322. Q 366.409663 16.528401 365.209663 16.528401
  323. L 280.129663 16.528401
  324. Q 278.929663 16.528401 278.929663 17.728401
  325. L 278.929663 21.599651
  326. Q 278.929663 22.799651 280.129663 22.799651
  327. z
  328. " style="fill:#ffffff;opacity:0.8;"/>
  329. </g>
  330. <!-- max: 356.652 $\bullet$ mean: 353.229 $\bullet$ $\sigma$: 1.397 -->
  331. <defs>
  332. <path d="M 52 44.1875
  333. Q 55.375 50.25 60.0625 53.125
  334. Q 64.75 56 71.09375 56
  335. Q 79.640625 56 84.28125 50.015625
  336. Q 88.921875 44.046875 88.921875 33.015625
  337. L 88.921875 0
  338. L 79.890625 0
  339. L 79.890625 32.71875
  340. Q 79.890625 40.578125 77.09375 44.375
  341. Q 74.3125 48.1875 68.609375 48.1875
  342. Q 61.625 48.1875 57.5625 43.546875
  343. Q 53.515625 38.921875 53.515625 30.90625
  344. L 53.515625 0
  345. L 44.484375 0
  346. L 44.484375 32.71875
  347. Q 44.484375 40.625 41.703125 44.40625
  348. Q 38.921875 48.1875 33.109375 48.1875
  349. Q 26.21875 48.1875 22.15625 43.53125
  350. Q 18.109375 38.875 18.109375 30.90625
  351. L 18.109375 0
  352. L 9.078125 0
  353. L 9.078125 54.6875
  354. L 18.109375 54.6875
  355. L 18.109375 46.1875
  356. Q 21.1875 51.21875 25.484375 53.609375
  357. Q 29.78125 56 35.6875 56
  358. Q 41.65625 56 45.828125 52.96875
  359. Q 50 49.953125 52 44.1875
  360. z
  361. " id="DejaVuSans-6d"/>
  362. <path d="M 34.28125 27.484375
  363. Q 23.390625 27.484375 19.1875 25
  364. Q 14.984375 22.515625 14.984375 16.5
  365. Q 14.984375 11.71875 18.140625 8.90625
  366. Q 21.296875 6.109375 26.703125 6.109375
  367. Q 34.1875 6.109375 38.703125 11.40625
  368. Q 43.21875 16.703125 43.21875 25.484375
  369. L 43.21875 27.484375
  370. z
  371. M 52.203125 31.203125
  372. L 52.203125 0
  373. L 43.21875 0
  374. L 43.21875 8.296875
  375. Q 40.140625 3.328125 35.546875 0.953125
  376. Q 30.953125 -1.421875 24.3125 -1.421875
  377. Q 15.921875 -1.421875 10.953125 3.296875
  378. Q 6 8.015625 6 15.921875
  379. Q 6 25.140625 12.171875 29.828125
  380. Q 18.359375 34.515625 30.609375 34.515625
  381. L 43.21875 34.515625
  382. L 43.21875 35.40625
  383. Q 43.21875 41.609375 39.140625 45
  384. Q 35.0625 48.390625 27.6875 48.390625
  385. Q 23 48.390625 18.546875 47.265625
  386. Q 14.109375 46.140625 10.015625 43.890625
  387. L 10.015625 52.203125
  388. Q 14.9375 54.109375 19.578125 55.046875
  389. Q 24.21875 56 28.609375 56
  390. Q 40.484375 56 46.34375 49.84375
  391. Q 52.203125 43.703125 52.203125 31.203125
  392. z
  393. " id="DejaVuSans-61"/>
  394. <path d="M 54.890625 54.6875
  395. L 35.109375 28.078125
  396. L 55.90625 0
  397. L 45.3125 0
  398. L 29.390625 21.484375
  399. L 13.484375 0
  400. L 2.875 0
  401. L 24.125 28.609375
  402. L 4.6875 54.6875
  403. L 15.28125 54.6875
  404. L 29.78125 35.203125
  405. L 44.28125 54.6875
  406. z
  407. " id="DejaVuSans-78"/>
  408. <path d="M 11.71875 12.40625
  409. L 22.015625 12.40625
  410. L 22.015625 0
  411. L 11.71875 0
  412. z
  413. M 11.71875 51.703125
  414. L 22.015625 51.703125
  415. L 22.015625 39.3125
  416. L 11.71875 39.3125
  417. z
  418. " id="DejaVuSans-3a"/>
  419. <path id="DejaVuSans-20"/>
  420. <path d="M 40.578125 39.3125
  421. Q 47.65625 37.796875 51.625 33
  422. Q 55.609375 28.21875 55.609375 21.1875
  423. Q 55.609375 10.40625 48.1875 4.484375
  424. Q 40.765625 -1.421875 27.09375 -1.421875
  425. Q 22.515625 -1.421875 17.65625 -0.515625
  426. Q 12.796875 0.390625 7.625 2.203125
  427. L 7.625 11.71875
  428. Q 11.71875 9.328125 16.59375 8.109375
  429. Q 21.484375 6.890625 26.8125 6.890625
  430. Q 36.078125 6.890625 40.9375 10.546875
  431. Q 45.796875 14.203125 45.796875 21.1875
  432. Q 45.796875 27.640625 41.28125 31.265625
  433. Q 36.765625 34.90625 28.71875 34.90625
  434. L 20.21875 34.90625
  435. L 20.21875 43.015625
  436. L 29.109375 43.015625
  437. Q 36.375 43.015625 40.234375 45.921875
  438. Q 44.09375 48.828125 44.09375 54.296875
  439. Q 44.09375 59.90625 40.109375 62.90625
  440. Q 36.140625 65.921875 28.71875 65.921875
  441. Q 24.65625 65.921875 20.015625 65.03125
  442. Q 15.375 64.15625 9.8125 62.3125
  443. L 9.8125 71.09375
  444. Q 15.4375 72.65625 20.34375 73.4375
  445. Q 25.25 74.21875 29.59375 74.21875
  446. Q 40.828125 74.21875 47.359375 69.109375
  447. Q 53.90625 64.015625 53.90625 55.328125
  448. Q 53.90625 49.265625 50.4375 45.09375
  449. Q 46.96875 40.921875 40.578125 39.3125
  450. z
  451. " id="DejaVuSans-33"/>
  452. <path d="M 10.796875 72.90625
  453. L 49.515625 72.90625
  454. L 49.515625 64.59375
  455. L 19.828125 64.59375
  456. L 19.828125 46.734375
  457. Q 21.96875 47.46875 24.109375 47.828125
  458. Q 26.265625 48.1875 28.421875 48.1875
  459. Q 40.625 48.1875 47.75 41.5
  460. Q 54.890625 34.8125 54.890625 23.390625
  461. Q 54.890625 11.625 47.5625 5.09375
  462. Q 40.234375 -1.421875 26.90625 -1.421875
  463. Q 22.3125 -1.421875 17.546875 -0.640625
  464. Q 12.796875 0.140625 7.71875 1.703125
  465. L 7.71875 11.625
  466. Q 12.109375 9.234375 16.796875 8.0625
  467. Q 21.484375 6.890625 26.703125 6.890625
  468. Q 35.15625 6.890625 40.078125 11.328125
  469. Q 45.015625 15.765625 45.015625 23.390625
  470. Q 45.015625 31 40.078125 35.4375
  471. Q 35.15625 39.890625 26.703125 39.890625
  472. Q 22.75 39.890625 18.8125 39.015625
  473. Q 14.890625 38.140625 10.796875 36.28125
  474. z
  475. " id="DejaVuSans-35"/>
  476. <path d="M 33.015625 40.375
  477. Q 26.375 40.375 22.484375 35.828125
  478. Q 18.609375 31.296875 18.609375 23.390625
  479. Q 18.609375 15.53125 22.484375 10.953125
  480. Q 26.375 6.390625 33.015625 6.390625
  481. Q 39.65625 6.390625 43.53125 10.953125
  482. Q 47.40625 15.53125 47.40625 23.390625
  483. Q 47.40625 31.296875 43.53125 35.828125
  484. Q 39.65625 40.375 33.015625 40.375
  485. z
  486. M 52.59375 71.296875
  487. L 52.59375 62.3125
  488. Q 48.875 64.0625 45.09375 64.984375
  489. Q 41.3125 65.921875 37.59375 65.921875
  490. Q 27.828125 65.921875 22.671875 59.328125
  491. Q 17.53125 52.734375 16.796875 39.40625
  492. Q 19.671875 43.65625 24.015625 45.921875
  493. Q 28.375 48.1875 33.59375 48.1875
  494. Q 44.578125 48.1875 50.953125 41.515625
  495. Q 57.328125 34.859375 57.328125 23.390625
  496. Q 57.328125 12.15625 50.6875 5.359375
  497. Q 44.046875 -1.421875 33.015625 -1.421875
  498. Q 20.359375 -1.421875 13.671875 8.265625
  499. Q 6.984375 17.96875 6.984375 36.375
  500. Q 6.984375 53.65625 15.1875 63.9375
  501. Q 23.390625 74.21875 37.203125 74.21875
  502. Q 40.921875 74.21875 44.703125 73.484375
  503. Q 48.484375 72.75 52.59375 71.296875
  504. z
  505. " id="DejaVuSans-36"/>
  506. <path d="M 10.6875 12.40625
  507. L 21 12.40625
  508. L 21 0
  509. L 10.6875 0
  510. z
  511. " id="DejaVuSans-2e"/>
  512. <path d="M 19.1875 8.296875
  513. L 53.609375 8.296875
  514. L 53.609375 0
  515. L 7.328125 0
  516. L 7.328125 8.296875
  517. Q 12.9375 14.109375 22.625 23.890625
  518. Q 32.328125 33.6875 34.8125 36.53125
  519. Q 39.546875 41.84375 41.421875 45.53125
  520. Q 43.3125 49.21875 43.3125 52.78125
  521. Q 43.3125 58.59375 39.234375 62.25
  522. Q 35.15625 65.921875 28.609375 65.921875
  523. Q 23.96875 65.921875 18.8125 64.3125
  524. Q 13.671875 62.703125 7.8125 59.421875
  525. L 7.8125 69.390625
  526. Q 13.765625 71.78125 18.9375 73
  527. Q 24.125 74.21875 28.421875 74.21875
  528. Q 39.75 74.21875 46.484375 68.546875
  529. Q 53.21875 62.890625 53.21875 53.421875
  530. Q 53.21875 48.921875 51.53125 44.890625
  531. Q 49.859375 40.875 45.40625 35.40625
  532. Q 44.1875 33.984375 37.640625 27.21875
  533. Q 31.109375 20.453125 19.1875 8.296875
  534. z
  535. " id="DejaVuSans-32"/>
  536. <path d="M 16.796875 31.34375
  537. Q 16.796875 37.40625 21.015625 41.578125
  538. Q 25.25 45.75 31.390625 45.75
  539. Q 37.453125 45.75 41.625 41.578125
  540. Q 45.796875 37.40625 45.796875 31.34375
  541. Q 45.796875 25.25 41.59375 21.046875
  542. Q 37.40625 16.84375 31.296875 16.84375
  543. Q 25.203125 16.84375 21 21.046875
  544. Q 16.796875 25.25 16.796875 31.34375
  545. z
  546. " id="DejaVuSans-2219"/>
  547. <path d="M 56.203125 29.59375
  548. L 56.203125 25.203125
  549. L 14.890625 25.203125
  550. Q 15.484375 15.921875 20.484375 11.0625
  551. Q 25.484375 6.203125 34.421875 6.203125
  552. Q 39.59375 6.203125 44.453125 7.46875
  553. Q 49.3125 8.734375 54.109375 11.28125
  554. L 54.109375 2.78125
  555. Q 49.265625 0.734375 44.1875 -0.34375
  556. Q 39.109375 -1.421875 33.890625 -1.421875
  557. Q 20.796875 -1.421875 13.15625 6.1875
  558. Q 5.515625 13.8125 5.515625 26.8125
  559. Q 5.515625 40.234375 12.765625 48.109375
  560. Q 20.015625 56 32.328125 56
  561. Q 43.359375 56 49.78125 48.890625
  562. Q 56.203125 41.796875 56.203125 29.59375
  563. z
  564. M 47.21875 32.234375
  565. Q 47.125 39.59375 43.09375 43.984375
  566. Q 39.0625 48.390625 32.421875 48.390625
  567. Q 24.90625 48.390625 20.390625 44.140625
  568. Q 15.875 39.890625 15.1875 32.171875
  569. z
  570. " id="DejaVuSans-65"/>
  571. <path d="M 54.890625 33.015625
  572. L 54.890625 0
  573. L 45.90625 0
  574. L 45.90625 32.71875
  575. Q 45.90625 40.484375 42.875 44.328125
  576. Q 39.84375 48.1875 33.796875 48.1875
  577. Q 26.515625 48.1875 22.3125 43.546875
  578. Q 18.109375 38.921875 18.109375 30.90625
  579. L 18.109375 0
  580. L 9.078125 0
  581. L 9.078125 54.6875
  582. L 18.109375 54.6875
  583. L 18.109375 46.1875
  584. Q 21.34375 51.125 25.703125 53.5625
  585. Q 30.078125 56 35.796875 56
  586. Q 45.21875 56 50.046875 50.171875
  587. Q 54.890625 44.34375 54.890625 33.015625
  588. z
  589. " id="DejaVuSans-6e"/>
  590. <path d="M 10.984375 1.515625
  591. L 10.984375 10.5
  592. Q 14.703125 8.734375 18.5 7.8125
  593. Q 22.3125 6.890625 25.984375 6.890625
  594. Q 35.75 6.890625 40.890625 13.453125
  595. Q 46.046875 20.015625 46.78125 33.40625
  596. Q 43.953125 29.203125 39.59375 26.953125
  597. Q 35.25 24.703125 29.984375 24.703125
  598. Q 19.046875 24.703125 12.671875 31.3125
  599. Q 6.296875 37.9375 6.296875 49.421875
  600. Q 6.296875 60.640625 12.9375 67.421875
  601. Q 19.578125 74.21875 30.609375 74.21875
  602. Q 43.265625 74.21875 49.921875 64.515625
  603. Q 56.59375 54.828125 56.59375 36.375
  604. Q 56.59375 19.140625 48.40625 8.859375
  605. Q 40.234375 -1.421875 26.421875 -1.421875
  606. Q 22.703125 -1.421875 18.890625 -0.6875
  607. Q 15.09375 0.046875 10.984375 1.515625
  608. z
  609. M 30.609375 32.421875
  610. Q 37.25 32.421875 41.125 36.953125
  611. Q 45.015625 41.5 45.015625 49.421875
  612. Q 45.015625 57.28125 41.125 61.84375
  613. Q 37.25 66.40625 30.609375 66.40625
  614. Q 23.96875 66.40625 20.09375 61.84375
  615. Q 16.21875 57.28125 16.21875 49.421875
  616. Q 16.21875 41.5 20.09375 36.953125
  617. Q 23.96875 32.421875 30.609375 32.421875
  618. z
  619. " id="DejaVuSans-39"/>
  620. <path d="M 34.671875 47.5625
  621. Q 27.25 47.5625 22.21875 42.1875
  622. Q 16.890625 36.578125 15.140625 27.296875
  623. Q 13.1875 17.484375 16.3125 11.8125
  624. Q 19.390625 6.203125 26.65625 6.203125
  625. Q 33.84375 6.203125 39.109375 11.859375
  626. Q 44.4375 17.53125 46.34375 27.296875
  627. Q 48.046875 36.234375 45.015625 42.1875
  628. Q 42.1875 47.5625 34.671875 47.5625
  629. z
  630. M 36.078125 54.734375
  631. L 65.921875 54.6875
  632. L 64.15625 45.703125
  633. L 54.109375 45.703125
  634. Q 57.90625 38.09375 55.859375 27.296875
  635. Q 53.21875 13.875 45.0625 6.25
  636. Q 36.859375 -1.421875 25.140625 -1.421875
  637. Q 13.375 -1.421875 8.203125 6.25
  638. Q 3.03125 13.875 5.671875 27.296875
  639. Q 8.25 40.765625 16.40625 48.390625
  640. Q 23.1875 54.734375 36.078125 54.734375
  641. z
  642. " id="DejaVuSans-Oblique-3c3"/>
  643. <path d="M 12.40625 8.296875
  644. L 28.515625 8.296875
  645. L 28.515625 63.921875
  646. L 10.984375 60.40625
  647. L 10.984375 69.390625
  648. L 28.421875 72.90625
  649. L 38.28125 72.90625
  650. L 38.28125 8.296875
  651. L 54.390625 8.296875
  652. L 54.390625 0
  653. L 12.40625 0
  654. z
  655. " id="DejaVuSans-31"/>
  656. <path d="M 8.203125 72.90625
  657. L 55.078125 72.90625
  658. L 55.078125 68.703125
  659. L 28.609375 0
  660. L 18.3125 0
  661. L 43.21875 64.59375
  662. L 8.203125 64.59375
  663. z
  664. " id="DejaVuSans-37"/>
  665. </defs>
  666. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  667. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  668. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  669. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  670. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  671. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  672. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-33"/>
  673. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
  674. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-36"/>
  675. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  676. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
  677. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-35"/>
  678. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
  679. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  680. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  681. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  682. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  683. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  684. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  685. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  686. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  687. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  688. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-33"/>
  689. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-35"/>
  690. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-33"/>
  691. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  692. <use transform="translate(1394.697266 0.78125)" xlink:href="#DejaVuSans-32"/>
  693. <use transform="translate(1458.320312 0.78125)" xlink:href="#DejaVuSans-32"/>
  694. <use transform="translate(1521.927734 0.78125)" xlink:href="#DejaVuSans-39"/>
  695. <use transform="translate(1585.550781 0.78125)" xlink:href="#DejaVuSans-20"/>
  696. <use transform="translate(1617.337891 0.78125)" xlink:href="#DejaVuSans-2219"/>
  697. <use transform="translate(1679.935547 0.78125)" xlink:href="#DejaVuSans-20"/>
  698. <use transform="translate(1711.722656 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  699. <use transform="translate(1775.101562 0.78125)" xlink:href="#DejaVuSans-3a"/>
  700. <use transform="translate(1808.792969 0.78125)" xlink:href="#DejaVuSans-20"/>
  701. <use transform="translate(1840.580078 0.78125)" xlink:href="#DejaVuSans-31"/>
  702. <use transform="translate(1904.203125 0.78125)" xlink:href="#DejaVuSans-2e"/>
  703. <use transform="translate(1935.990234 0.78125)" xlink:href="#DejaVuSans-33"/>
  704. <use transform="translate(1999.613281 0.78125)" xlink:href="#DejaVuSans-39"/>
  705. <use transform="translate(2063.236328 0.78125)" xlink:href="#DejaVuSans-37"/>
  706. </g>
  707. </g>
  708. <g id="text_3">
  709. <!-- 355.56 -->
  710. <g style="fill:#d3d3d3;" transform="translate(7.2 23.847009)scale(0.03 -0.03)">
  711. <use xlink:href="#DejaVuSans-33"/>
  712. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  713. <use x="127.246094" xlink:href="#DejaVuSans-35"/>
  714. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  715. <use x="222.65625" xlink:href="#DejaVuSans-35"/>
  716. <use x="286.279297" xlink:href="#DejaVuSans-36"/>
  717. </g>
  718. </g>
  719. </g>
  720. <g id="axes_2">
  721. <g id="patch_5">
  722. <path d="M 18.697188 65.2224
  723. L 372.281346 65.2224
  724. L 372.281346 39.675648
  725. L 18.697188 39.675648
  726. z
  727. " style="fill:#ffffff;"/>
  728. </g>
  729. <g id="matplotlib.axis_3">
  730. <g id="xtick_7"/>
  731. <g id="xtick_8"/>
  732. <g id="xtick_9"/>
  733. <g id="xtick_10"/>
  734. <g id="xtick_11"/>
  735. <g id="xtick_12"/>
  736. </g>
  737. <g id="matplotlib.axis_4"/>
  738. <g id="line2d_3">
  739. <path clip-path="url(#p7b915f6507)" d="M 18.697188 50.304603
  740. L 372.281346 50.304603
  741. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  742. </g>
  743. <g id="line2d_4">
  744. <path clip-path="url(#p7b915f6507)" d="M 18.697188 50.540524
  745. L 19.765418 51.173111
  746. L 21.901878 51.731012
  747. L 22.970108 52.260297
  748. L 24.038338 52.133537
  749. L 25.106568 51.83483
  750. L 26.174798 52.147283
  751. L 27.243028 52.264891
  752. L 28.311258 51.932696
  753. L 29.379488 52.156702
  754. L 30.447718 52.031666
  755. L 31.515949 51.490956
  756. L 32.584179 51.955183
  757. L 33.652409 52.217546
  758. L 34.720639 52.279867
  759. L 37.925329 51.860934
  760. L 38.993559 52.233492
  761. L 40.061789 51.814
  762. L 41.130019 52.180061
  763. L 42.198249 52.342426
  764. L 43.266479 52.65775
  765. L 44.33471 52.55262
  766. L 45.40294 52.798672
  767. L 47.5394 52.127317
  768. L 48.60763 50.772988
  769. L 50.74409 52.36935
  770. L 51.81232 51.190534
  771. L 52.88055 52.009046
  772. L 53.94878 52.090168
  773. L 55.01701 52.789469
  774. L 56.085241 53.069292
  775. L 57.153471 52.646354
  776. L 58.221701 52.467149
  777. L 59.289931 51.39224
  778. L 60.358161 50.848114
  779. L 61.426391 51.889461
  780. L 62.494621 52.149528
  781. L 63.562851 51.225169
  782. L 64.631081 51.348841
  783. L 65.699311 51.618387
  784. L 66.767541 52.25562
  785. L 67.835771 52.257365
  786. L 68.904002 51.436407
  787. L 69.972232 51.69883
  788. L 72.108692 52.535913
  789. L 73.176922 52.119061
  790. L 74.245152 52.429314
  791. L 75.313382 52.191085
  792. L 76.381612 51.764947
  793. L 77.449842 51.560317
  794. L 80.654532 51.729737
  795. L 82.790993 51.211655
  796. L 83.859223 51.181547
  797. L 84.927453 51.315249
  798. L 85.995683 51.591403
  799. L 87.063913 51.378577
  800. L 88.132143 52.131315
  801. L 89.200373 52.10539
  802. L 90.268603 51.121881
  803. L 91.336833 52.33455
  804. L 92.405063 52.035597
  805. L 93.473294 51.977602
  806. L 94.541524 51.694423
  807. L 95.609754 51.771428
  808. L 97.746214 51.240608
  809. L 98.814444 50.756073
  810. L 100.950904 51.757385
  811. L 102.019134 51.881123
  812. L 103.087364 51.68554
  813. L 105.223824 52.168941
  814. L 106.292055 52.209969
  815. L 107.360285 51.731363
  816. L 108.428515 51.715388
  817. L 109.496745 52.030965
  818. L 111.633205 50.816521
  819. L 112.701435 51.20454
  820. L 113.769665 51.992205
  821. L 114.837895 52.341016
  822. L 115.906125 52.283372
  823. L 116.974355 51.595647
  824. L 118.042585 51.370455
  825. L 119.110816 51.538144
  826. L 120.179046 51.422371
  827. L 121.247276 51.69719
  828. L 122.315506 52.250631
  829. L 124.451966 52.19547
  830. L 125.520196 51.666678
  831. L 126.588426 51.67134
  832. L 127.656656 50.987649
  833. L 128.724886 50.581499
  834. L 130.861347 51.53848
  835. L 131.929577 51.785211
  836. L 132.997807 51.806377
  837. L 134.066037 51.633057
  838. L 135.134267 52.004131
  839. L 136.202497 52.143375
  840. L 137.270727 51.825336
  841. L 138.338957 51.856399
  842. L 140.475417 50.020384
  843. L 142.611877 51.792072
  844. L 143.680108 51.914737
  845. L 144.748338 52.469722
  846. L 145.816568 52.270559
  847. L 146.884798 51.774233
  848. L 147.953028 51.698957
  849. L 149.021258 51.805892
  850. L 150.089488 51.34758
  851. L 151.157718 51.248096
  852. L 152.225948 51.443299
  853. L 153.294178 52.333983
  854. L 154.362408 52.549084
  855. L 155.430638 52.264935
  856. L 156.498869 51.77647
  857. L 157.567099 51.619393
  858. L 158.635329 51.592701
  859. L 159.703559 52.287086
  860. L 160.771789 52.595504
  861. L 161.840019 51.81608
  862. L 162.908249 51.236469
  863. L 163.976479 51.374989
  864. L 165.044709 51.970039
  865. L 166.112939 51.320664
  866. L 167.181169 51.594356
  867. L 168.2494 51.25489
  868. L 169.31763 51.371857
  869. L 170.38586 51.762538
  870. L 172.52232 51.668647
  871. L 173.59055 51.098187
  872. L 174.65878 50.963313
  873. L 175.72701 51.550726
  874. L 177.86347 51.237058
  875. L 178.9317 50.536064
  876. L 179.99993 50.892483
  877. L 182.136391 50.959509
  878. L 183.204621 50.597758
  879. L 184.272851 51.500853
  880. L 185.341081 51.624249
  881. L 189.614001 51.514912
  882. L 190.682231 51.681587
  883. L 191.750461 51.529567
  884. L 192.818691 50.699406
  885. L 193.886922 50.438362
  886. L 194.955152 50.303257
  887. L 197.091612 50.520909
  888. L 198.159842 50.49353
  889. L 199.228072 51.263407
  890. L 200.296302 51.192644
  891. L 201.364532 50.980437
  892. L 202.432762 51.190802
  893. L 203.500992 51.785479
  894. L 204.569222 51.518395
  895. L 205.637453 51.691559
  896. L 206.705683 51.135045
  897. L 207.773913 51.203585
  898. L 208.842143 50.697504
  899. L 210.978603 50.718424
  900. L 213.115063 51.812471
  901. L 215.251523 51.946397
  902. L 216.319753 52.123014
  903. L 218.456214 51.625957
  904. L 219.524444 51.390308
  905. L 220.592674 51.82066
  906. L 221.660904 51.28605
  907. L 222.729134 50.899337
  908. L 223.797364 51.38511
  909. L 224.865594 51.026312
  910. L 225.933824 51.206442
  911. L 227.002054 50.649391
  912. L 228.070284 51.601255
  913. L 229.138514 51.023568
  914. L 230.206744 50.866715
  915. L 232.343205 51.644647
  916. L 233.411435 51.779065
  917. L 234.479665 51.612786
  918. L 235.547895 51.592268
  919. L 236.616125 51.255121
  920. L 237.684355 51.689194
  921. L 239.820815 51.236215
  922. L 240.889045 51.441046
  923. L 241.957275 51.129712
  924. L 243.025506 50.37508
  925. L 244.093736 51.083994
  926. L 245.161966 51.004355
  927. L 247.298426 50.555605
  928. L 248.366656 51.211797
  929. L 249.434886 50.529538
  930. L 250.503116 50.892602
  931. L 251.571346 51.743557
  932. L 252.639576 51.927863
  933. L 253.707806 51.956853
  934. L 255.844267 51.540732
  935. L 257.980727 51.269508
  936. L 259.048957 50.704455
  937. L 260.117187 50.897457
  938. L 261.185417 50.863978
  939. L 262.253647 50.08882
  940. L 263.321877 50.309761
  941. L 264.390107 51.07805
  942. L 267.594798 51.360587
  943. L 268.663028 50.917281
  944. L 269.731258 50.761107
  945. L 270.799488 50.243145
  946. L 272.935948 50.417673
  947. L 274.004178 50.169473
  948. L 275.072408 50.564346
  949. L 276.140638 51.215683
  950. L 277.208868 50.872816
  951. L 279.345328 51.21076
  952. L 280.413559 51.45101
  953. L 282.550019 50.305704
  954. L 285.754709 51.192107
  955. L 286.822939 51.086716
  956. L 287.891169 51.109053
  957. L 291.095859 50.370605
  958. L 292.164089 50.622146
  959. L 293.23232 50.580798
  960. L 294.30055 50.064044
  961. L 295.36878 49.847235
  962. L 297.50524 50.23773
  963. L 298.57347 50.92679
  964. L 299.6417 51.155152
  965. L 301.77816 51.08022
  966. L 302.84639 50.279958
  967. L 303.91462 50.728739
  968. L 306.051081 49.990492
  969. L 309.255771 51.146866
  970. L 311.392231 51.551897
  971. L 312.460461 51.65884
  972. L 313.528691 51.24072
  973. L 314.596921 50.56043
  974. L 315.665151 50.666702
  975. L 316.733381 50.534401
  976. L 317.801612 50.808459
  977. L 318.869842 51.356567
  978. L 319.938072 51.01373
  979. L 321.006302 50.420425
  980. L 322.074532 50.411334
  981. L 323.142762 50.931407
  982. L 324.210992 51.71576
  983. L 326.347452 51.300027
  984. L 327.415682 51.775926
  985. L 330.620373 52.323027
  986. L 331.688603 51.721011
  987. L 332.756833 51.445253
  988. L 333.825063 51.340689
  989. L 334.893293 50.70491
  990. L 335.961523 50.506284
  991. L 337.029753 51.320597
  992. L 338.097983 51.461646
  993. L 339.166213 51.886254
  994. L 340.234443 51.803334
  995. L 341.302673 51.878684
  996. L 342.370904 52.090787
  997. L 343.439134 51.92083
  998. L 345.575594 51.808234
  999. L 348.780284 51.268815
  1000. L 350.916744 50.611235
  1001. L 353.053204 50.890089
  1002. L 354.121434 50.286454
  1003. L 355.189665 50.67463
  1004. L 356.257895 50.770057
  1005. L 357.326125 50.69951
  1006. L 358.394355 51.070442
  1007. L 359.462585 51.906846
  1008. L 360.530815 51.458558
  1009. L 361.599045 51.350094
  1010. L 362.667275 51.100722
  1011. L 363.735505 50.678187
  1012. L 364.803735 50.513235
  1013. L 365.871965 49.83023
  1014. L 366.940195 50.134994
  1015. L 368.008426 50.566203
  1016. L 369.076656 49.851531
  1017. L 370.144886 50.127259
  1018. L 371.213116 50.921734
  1019. L 372.281346 51.208135
  1020. L 372.281346 51.208135
  1021. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1022. </g>
  1023. <g id="text_4">
  1024. <g id="patch_6">
  1025. <path d="M 18.697188 53.610924
  1026. L 45.240938 53.610924
  1027. Q 47.640938 53.610924 47.640938 51.210924
  1028. L 47.640938 43.468424
  1029. Q 47.640938 41.068424 45.240938 41.068424
  1030. L 18.697188 41.068424
  1031. Q 16.297188 41.068424 16.297188 43.468424
  1032. L 16.297188 51.210924
  1033. Q 16.297188 53.610924 18.697188 53.610924
  1034. z
  1035. " style="fill:#ffffff;opacity:0.8;"/>
  1036. </g>
  1037. <!-- GSCSF -->
  1038. <defs>
  1039. <path d="M 64.40625 67.28125
  1040. L 64.40625 56.890625
  1041. Q 59.421875 61.53125 53.78125 63.8125
  1042. Q 48.140625 66.109375 41.796875 66.109375
  1043. Q 29.296875 66.109375 22.65625 58.46875
  1044. Q 16.015625 50.828125 16.015625 36.375
  1045. Q 16.015625 21.96875 22.65625 14.328125
  1046. Q 29.296875 6.6875 41.796875 6.6875
  1047. Q 48.140625 6.6875 53.78125 8.984375
  1048. Q 59.421875 11.28125 64.40625 15.921875
  1049. L 64.40625 5.609375
  1050. Q 59.234375 2.09375 53.4375 0.328125
  1051. Q 47.65625 -1.421875 41.21875 -1.421875
  1052. Q 24.65625 -1.421875 15.125 8.703125
  1053. Q 5.609375 18.84375 5.609375 36.375
  1054. Q 5.609375 53.953125 15.125 64.078125
  1055. Q 24.65625 74.21875 41.21875 74.21875
  1056. Q 47.75 74.21875 53.53125 72.484375
  1057. Q 59.328125 70.75 64.40625 67.28125
  1058. z
  1059. " id="DejaVuSans-43"/>
  1060. <path d="M 9.8125 72.90625
  1061. L 51.703125 72.90625
  1062. L 51.703125 64.59375
  1063. L 19.671875 64.59375
  1064. L 19.671875 43.109375
  1065. L 48.578125 43.109375
  1066. L 48.578125 34.8125
  1067. L 19.671875 34.8125
  1068. L 19.671875 0
  1069. L 9.8125 0
  1070. z
  1071. " id="DejaVuSans-46"/>
  1072. </defs>
  1073. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1074. <use xlink:href="#DejaVuSans-47"/>
  1075. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1076. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1077. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1078. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1079. </g>
  1080. </g>
  1081. <g id="text_5">
  1082. <g id="patch_7">
  1083. <path d="M 280.129663 50.475299
  1084. L 365.209663 50.475299
  1085. Q 366.409663 50.475299 366.409663 49.275299
  1086. L 366.409663 45.404049
  1087. Q 366.409663 44.204049 365.209663 44.204049
  1088. L 280.129663 44.204049
  1089. Q 278.929663 44.204049 278.929663 45.404049
  1090. L 278.929663 49.275299
  1091. Q 278.929663 50.475299 280.129663 50.475299
  1092. z
  1093. " style="fill:#ffffff;opacity:0.8;"/>
  1094. </g>
  1095. <!-- max: 415.508 $\bullet$ mean: 409.132 $\bullet$ $\sigma$: 2.586 -->
  1096. <defs>
  1097. <path d="M 37.796875 64.3125
  1098. L 12.890625 25.390625
  1099. L 37.796875 25.390625
  1100. z
  1101. M 35.203125 72.90625
  1102. L 47.609375 72.90625
  1103. L 47.609375 25.390625
  1104. L 58.015625 25.390625
  1105. L 58.015625 17.1875
  1106. L 47.609375 17.1875
  1107. L 47.609375 0
  1108. L 37.796875 0
  1109. L 37.796875 17.1875
  1110. L 4.890625 17.1875
  1111. L 4.890625 26.703125
  1112. z
  1113. " id="DejaVuSans-34"/>
  1114. <path d="M 31.78125 66.40625
  1115. Q 24.171875 66.40625 20.328125 58.90625
  1116. Q 16.5 51.421875 16.5 36.375
  1117. Q 16.5 21.390625 20.328125 13.890625
  1118. Q 24.171875 6.390625 31.78125 6.390625
  1119. Q 39.453125 6.390625 43.28125 13.890625
  1120. Q 47.125 21.390625 47.125 36.375
  1121. Q 47.125 51.421875 43.28125 58.90625
  1122. Q 39.453125 66.40625 31.78125 66.40625
  1123. z
  1124. M 31.78125 74.21875
  1125. Q 44.046875 74.21875 50.515625 64.515625
  1126. Q 56.984375 54.828125 56.984375 36.375
  1127. Q 56.984375 17.96875 50.515625 8.265625
  1128. Q 44.046875 -1.421875 31.78125 -1.421875
  1129. Q 19.53125 -1.421875 13.0625 8.265625
  1130. Q 6.59375 17.96875 6.59375 36.375
  1131. Q 6.59375 54.828125 13.0625 64.515625
  1132. Q 19.53125 74.21875 31.78125 74.21875
  1133. z
  1134. " id="DejaVuSans-30"/>
  1135. <path d="M 31.78125 34.625
  1136. Q 24.75 34.625 20.71875 30.859375
  1137. Q 16.703125 27.09375 16.703125 20.515625
  1138. Q 16.703125 13.921875 20.71875 10.15625
  1139. Q 24.75 6.390625 31.78125 6.390625
  1140. Q 38.8125 6.390625 42.859375 10.171875
  1141. Q 46.921875 13.96875 46.921875 20.515625
  1142. Q 46.921875 27.09375 42.890625 30.859375
  1143. Q 38.875 34.625 31.78125 34.625
  1144. z
  1145. M 21.921875 38.8125
  1146. Q 15.578125 40.375 12.03125 44.71875
  1147. Q 8.5 49.078125 8.5 55.328125
  1148. Q 8.5 64.0625 14.71875 69.140625
  1149. Q 20.953125 74.21875 31.78125 74.21875
  1150. Q 42.671875 74.21875 48.875 69.140625
  1151. Q 55.078125 64.0625 55.078125 55.328125
  1152. Q 55.078125 49.078125 51.53125 44.71875
  1153. Q 48 40.375 41.703125 38.8125
  1154. Q 48.828125 37.15625 52.796875 32.3125
  1155. Q 56.78125 27.484375 56.78125 20.515625
  1156. Q 56.78125 9.90625 50.3125 4.234375
  1157. Q 43.84375 -1.421875 31.78125 -1.421875
  1158. Q 19.734375 -1.421875 13.25 4.234375
  1159. Q 6.78125 9.90625 6.78125 20.515625
  1160. Q 6.78125 27.484375 10.78125 32.3125
  1161. Q 14.796875 37.15625 21.921875 38.8125
  1162. z
  1163. M 18.3125 54.390625
  1164. Q 18.3125 48.734375 21.84375 45.5625
  1165. Q 25.390625 42.390625 31.78125 42.390625
  1166. Q 38.140625 42.390625 41.71875 45.5625
  1167. Q 45.3125 48.734375 45.3125 54.390625
  1168. Q 45.3125 60.0625 41.71875 63.234375
  1169. Q 38.140625 66.40625 31.78125 66.40625
  1170. Q 25.390625 66.40625 21.84375 63.234375
  1171. Q 18.3125 60.0625 18.3125 54.390625
  1172. z
  1173. " id="DejaVuSans-38"/>
  1174. </defs>
  1175. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1176. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1177. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1178. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1179. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1180. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1181. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-34"/>
  1182. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
  1183. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
  1184. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1185. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  1186. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-30"/>
  1187. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-38"/>
  1188. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1189. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1190. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1191. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1192. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1193. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1194. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1195. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1196. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1197. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-34"/>
  1198. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
  1199. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-39"/>
  1200. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1201. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-31"/>
  1202. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
  1203. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-32"/>
  1204. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1205. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1206. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1207. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1208. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1209. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1210. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-32"/>
  1211. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1212. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-35"/>
  1213. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-38"/>
  1214. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-36"/>
  1215. </g>
  1216. </g>
  1217. <g id="text_6">
  1218. <!-- 413.57 -->
  1219. <g style="fill:#d3d3d3;" transform="translate(7.2 51.132415)scale(0.03 -0.03)">
  1220. <use xlink:href="#DejaVuSans-34"/>
  1221. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  1222. <use x="127.246094" xlink:href="#DejaVuSans-33"/>
  1223. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1224. <use x="222.65625" xlink:href="#DejaVuSans-35"/>
  1225. <use x="286.279297" xlink:href="#DejaVuSans-37"/>
  1226. </g>
  1227. </g>
  1228. </g>
  1229. <g id="axes_3">
  1230. <g id="patch_8">
  1231. <path d="M 18.697188 92.898048
  1232. L 372.281346 92.898048
  1233. L 372.281346 67.351296
  1234. L 18.697188 67.351296
  1235. z
  1236. " style="fill:#ffffff;"/>
  1237. </g>
  1238. <g id="matplotlib.axis_5">
  1239. <g id="xtick_13"/>
  1240. <g id="xtick_14"/>
  1241. <g id="xtick_15"/>
  1242. <g id="xtick_16"/>
  1243. <g id="xtick_17"/>
  1244. <g id="xtick_18"/>
  1245. </g>
  1246. <g id="matplotlib.axis_6"/>
  1247. <g id="line2d_5">
  1248. <path clip-path="url(#pb2f68863cf)" d="M 18.697188 78.656565
  1249. L 372.281346 78.656565
  1250. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1251. </g>
  1252. <g id="line2d_6">
  1253. <path clip-path="url(#pb2f68863cf)" d="M 18.697188 79.326226
  1254. L 19.765418 79.39042
  1255. L 20.833648 79.24727
  1256. L 22.970108 79.574641
  1257. L 25.106568 79.490567
  1258. L 26.174798 79.684761
  1259. L 27.243028 79.637289
  1260. L 28.311258 79.261919
  1261. L 30.447718 79.470941
  1262. L 31.515949 79.204861
  1263. L 34.720639 79.544656
  1264. L 35.788869 79.20077
  1265. L 38.993559 79.274447
  1266. L 40.061789 79.169785
  1267. L 41.130019 79.434197
  1268. L 43.266479 79.530469
  1269. L 44.33471 79.142015
  1270. L 45.40294 79.412497
  1271. L 46.47117 79.289736
  1272. L 47.5394 79.479142
  1273. L 48.60763 79.078716
  1274. L 50.74409 79.409999
  1275. L 52.88055 79.196424
  1276. L 53.94878 79.4565
  1277. L 56.085241 79.534786
  1278. L 57.153471 79.305479
  1279. L 60.358161 79.155664
  1280. L 61.426391 79.078405
  1281. L 64.631081 79.142693
  1282. L 65.699311 79.12336
  1283. L 66.767541 79.322154
  1284. L 68.904002 79.295713
  1285. L 69.972232 79.449185
  1286. L 71.040462 79.43579
  1287. L 72.108692 79.575565
  1288. L 73.176922 79.262324
  1289. L 75.313382 79.492443
  1290. L 78.518072 79.185357
  1291. L 79.586302 79.333569
  1292. L 80.654532 79.136189
  1293. L 81.722763 79.13157
  1294. L 82.790993 78.876095
  1295. L 83.859223 79.226183
  1296. L 84.927453 79.224138
  1297. L 85.995683 79.022751
  1298. L 89.200373 79.345418
  1299. L 90.268603 79.207849
  1300. L 91.336833 79.544052
  1301. L 93.473294 79.450156
  1302. L 94.541524 79.347568
  1303. L 95.609754 79.383775
  1304. L 96.677984 79.191145
  1305. L 97.746214 79.159256
  1306. L 99.882674 78.760206
  1307. L 100.950904 79.125971
  1308. L 102.019134 79.085786
  1309. L 103.087364 79.310559
  1310. L 104.155594 79.23857
  1311. L 105.223824 79.46454
  1312. L 107.360285 79.094222
  1313. L 108.428515 79.147472
  1314. L 109.496745 79.431708
  1315. L 110.564975 79.24169
  1316. L 111.633205 79.191428
  1317. L 112.701435 78.988298
  1318. L 114.837895 79.290971
  1319. L 119.110816 79.172669
  1320. L 120.179046 79.370408
  1321. L 121.247276 79.195726
  1322. L 124.451966 79.384425
  1323. L 125.520196 79.240332
  1324. L 126.588426 79.224713
  1325. L 127.656656 78.996489
  1326. L 128.724886 79.104705
  1327. L 129.793116 78.913112
  1328. L 131.929577 79.140601
  1329. L 132.997807 78.971707
  1330. L 134.066037 78.970434
  1331. L 135.134267 79.243518
  1332. L 138.338957 79.166014
  1333. L 140.475417 78.861352
  1334. L 141.543647 79.02227
  1335. L 143.680108 78.956068
  1336. L 144.748338 78.915186
  1337. L 145.816568 79.24776
  1338. L 146.884798 79.06846
  1339. L 147.953028 79.195189
  1340. L 149.021258 79.020413
  1341. L 151.157718 78.999326
  1342. L 152.225948 78.886303
  1343. L 153.294178 79.137301
  1344. L 156.498869 79.059316
  1345. L 157.567099 79.157596
  1346. L 160.771789 79.065
  1347. L 161.840019 79.445687
  1348. L 162.908249 78.966192
  1349. L 163.976479 78.923095
  1350. L 165.044709 78.678903
  1351. L 170.38586 78.813625
  1352. L 171.45409 79.239786
  1353. L 172.52232 79.43727
  1354. L 173.59055 79.352139
  1355. L 174.65878 79.041444
  1356. L 175.72701 79.245555
  1357. L 176.79524 79.132748
  1358. L 177.86347 79.149282
  1359. L 178.9317 78.619214
  1360. L 179.99993 78.897832
  1361. L 182.136391 78.883372
  1362. L 183.204621 78.758123
  1363. L 184.272851 79.059524
  1364. L 185.341081 79.243905
  1365. L 186.409311 79.076444
  1366. L 189.614001 79.294817
  1367. L 190.682231 78.969171
  1368. L 191.750461 79.113339
  1369. L 192.818691 79.106119
  1370. L 193.886922 78.953853
  1371. L 194.955152 78.535168
  1372. L 196.023382 78.807904
  1373. L 197.091612 78.852604
  1374. L 198.159842 78.682108
  1375. L 199.228072 78.778597
  1376. L 200.296302 79.038286
  1377. L 201.364532 78.839831
  1378. L 204.569222 79.388837
  1379. L 206.705683 79.0803
  1380. L 207.773913 79.190184
  1381. L 208.842143 78.950469
  1382. L 209.910373 79.003559
  1383. L 210.978603 78.748083
  1384. L 212.046833 79.037739
  1385. L 215.251523 78.891243
  1386. L 216.319753 79.199431
  1387. L 219.524444 78.89737
  1388. L 221.660904 78.930664
  1389. L 222.729134 78.855517
  1390. L 224.865594 79.125858
  1391. L 227.002054 78.724197
  1392. L 228.070284 79.077754
  1393. L 230.206744 79.200647
  1394. L 231.274975 78.893175
  1395. L 233.411435 79.214306
  1396. L 235.547895 79.006613
  1397. L 236.616125 79.20603
  1398. L 237.684355 79.176949
  1399. L 238.752585 78.827134
  1400. L 239.820815 78.806791
  1401. L 240.889045 78.899981
  1402. L 241.957275 78.718956
  1403. L 244.093736 78.680911
  1404. L 245.161966 78.83196
  1405. L 247.298426 78.708389
  1406. L 248.366656 78.998619
  1407. L 253.707806 79.287521
  1408. L 255.844267 79.043273
  1409. L 256.912497 79.133361
  1410. L 259.048957 78.650416
  1411. L 261.185417 78.885342
  1412. L 262.253647 78.574957
  1413. L 264.390107 79.135425
  1414. L 265.458337 78.892619
  1415. L 266.526567 78.863614
  1416. L 267.594798 79.104818
  1417. L 269.731258 79.047345
  1418. L 270.799488 78.817302
  1419. L 272.935948 78.866234
  1420. L 274.004178 78.656675
  1421. L 276.140638 78.928939
  1422. L 278.277098 78.743973
  1423. L 280.413559 79.106637
  1424. L 281.481789 79.119523
  1425. L 282.550019 78.951516
  1426. L 283.618249 79.170256
  1427. L 284.686479 79.164572
  1428. L 285.754709 78.928788
  1429. L 286.822939 78.879535
  1430. L 288.959399 79.077104
  1431. L 290.027629 78.787957
  1432. L 292.164089 78.665366
  1433. L 294.30055 78.4929
  1434. L 297.50524 78.744398
  1435. L 298.57347 78.741673
  1436. L 299.6417 79.01489
  1437. L 300.70993 78.938884
  1438. L 301.77816 78.71625
  1439. L 302.84639 78.929024
  1440. L 304.982851 78.783904
  1441. L 306.051081 78.603859
  1442. L 307.119311 78.8359
  1443. L 308.187541 78.880167
  1444. L 309.255771 78.723886
  1445. L 310.324001 78.871447
  1446. L 311.392231 79.165081
  1447. L 313.528691 78.921653
  1448. L 314.596921 79.019452
  1449. L 316.733381 78.873832
  1450. L 317.801612 78.646947
  1451. L 319.938072 78.842282
  1452. L 321.006302 78.64344
  1453. L 322.074532 78.766408
  1454. L 323.142762 78.699104
  1455. L 324.210992 78.943437
  1456. L 325.279222 78.83524
  1457. L 326.347452 79.173621
  1458. L 330.620373 79.220452
  1459. L 331.688603 78.785959
  1460. L 333.825063 78.853132
  1461. L 334.893293 78.794122
  1462. L 335.961523 78.590502
  1463. L 338.097983 78.796611
  1464. L 340.234443 78.974082
  1465. L 341.302673 78.831507
  1466. L 342.370904 79.154523
  1467. L 344.507364 79.318836
  1468. L 345.575594 79.052199
  1469. L 346.643824 79.191588
  1470. L 347.712054 79.116921
  1471. L 349.848514 78.65643
  1472. L 351.984974 78.716938
  1473. L 353.053204 78.451527
  1474. L 354.121434 78.373297
  1475. L 355.189665 78.756482
  1476. L 358.394355 78.798166
  1477. L 359.462585 79.154948
  1478. L 360.530815 79.228747
  1479. L 361.599045 79.110125
  1480. L 363.735505 79.224364
  1481. L 366.940195 78.731681
  1482. L 368.008426 78.766691
  1483. L 369.076656 78.566228
  1484. L 370.144886 78.530889
  1485. L 371.213116 78.668901
  1486. L 372.281346 78.991078
  1487. L 372.281346 78.991078
  1488. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1489. </g>
  1490. <g id="text_7">
  1491. <g id="patch_9">
  1492. <path d="M 18.697188 81.286572
  1493. L 44.787188 81.286572
  1494. Q 47.187188 81.286572 47.187188 78.886572
  1495. L 47.187188 71.144072
  1496. Q 47.187188 68.744072 44.787188 68.744072
  1497. L 18.697188 68.744072
  1498. Q 16.297188 68.744072 16.297188 71.144072
  1499. L 16.297188 78.886572
  1500. Q 16.297188 81.286572 18.697188 81.286572
  1501. z
  1502. " style="fill:#ffffff;opacity:0.8;"/>
  1503. </g>
  1504. <!-- GSWM -->
  1505. <defs>
  1506. <path d="M 3.328125 72.90625
  1507. L 13.28125 72.90625
  1508. L 28.609375 11.28125
  1509. L 43.890625 72.90625
  1510. L 54.984375 72.90625
  1511. L 70.3125 11.28125
  1512. L 85.59375 72.90625
  1513. L 95.609375 72.90625
  1514. L 77.296875 0
  1515. L 64.890625 0
  1516. L 49.515625 63.28125
  1517. L 33.984375 0
  1518. L 21.578125 0
  1519. z
  1520. " id="DejaVuSans-57"/>
  1521. <path d="M 9.8125 72.90625
  1522. L 24.515625 72.90625
  1523. L 43.109375 23.296875
  1524. L 61.8125 72.90625
  1525. L 76.515625 72.90625
  1526. L 76.515625 0
  1527. L 66.890625 0
  1528. L 66.890625 64.015625
  1529. L 48.09375 14.015625
  1530. L 38.1875 14.015625
  1531. L 19.390625 64.015625
  1532. L 19.390625 0
  1533. L 9.8125 0
  1534. z
  1535. " id="DejaVuSans-4d"/>
  1536. </defs>
  1537. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1538. <use xlink:href="#DejaVuSans-47"/>
  1539. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1540. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1541. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1542. </g>
  1543. </g>
  1544. <g id="text_8">
  1545. <g id="patch_10">
  1546. <path d="M 280.129663 78.150947
  1547. L 365.209663 78.150947
  1548. Q 366.409663 78.150947 366.409663 76.950947
  1549. L 366.409663 73.079697
  1550. Q 366.409663 71.879697 365.209663 71.879697
  1551. L 280.129663 71.879697
  1552. Q 278.929663 71.879697 278.929663 73.079697
  1553. L 278.929663 76.950947
  1554. Q 278.929663 78.150947 280.129663 78.150947
  1555. z
  1556. " style="fill:#ffffff;opacity:0.8;"/>
  1557. </g>
  1558. <!-- max: 356.831 $\bullet$ mean: 354.617 $\bullet$ $\sigma$: 0.798 -->
  1559. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1560. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1561. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1562. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1563. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1564. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1565. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-33"/>
  1566. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
  1567. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-36"/>
  1568. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1569. <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
  1570. <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-33"/>
  1571. <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-31"/>
  1572. <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
  1573. <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1574. <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
  1575. <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1576. <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
  1577. <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
  1578. <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1579. <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1580. <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
  1581. <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-33"/>
  1582. <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-35"/>
  1583. <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-34"/>
  1584. <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1585. <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1586. <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-31"/>
  1587. <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-37"/>
  1588. <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
  1589. <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1590. <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
  1591. <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1592. <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1593. <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
  1594. <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-30"/>
  1595. <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1596. <use transform="translate(1935.943359 0.78125)" xlink:href="#DejaVuSans-37"/>
  1597. <use transform="translate(1999.566406 0.78125)" xlink:href="#DejaVuSans-39"/>
  1598. <use transform="translate(2063.189453 0.78125)" xlink:href="#DejaVuSans-38"/>
  1599. </g>
  1600. </g>
  1601. <g id="text_9">
  1602. <!-- 355.91 -->
  1603. <g style="fill:#d3d3d3;" transform="translate(7.2 79.484377)scale(0.03 -0.03)">
  1604. <use xlink:href="#DejaVuSans-33"/>
  1605. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  1606. <use x="127.246094" xlink:href="#DejaVuSans-35"/>
  1607. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1608. <use x="222.65625" xlink:href="#DejaVuSans-39"/>
  1609. <use x="286.279297" xlink:href="#DejaVuSans-31"/>
  1610. </g>
  1611. </g>
  1612. </g>
  1613. <g id="axes_4">
  1614. <g id="patch_11">
  1615. <path d="M 18.697188 120.573696
  1616. L 372.281346 120.573696
  1617. L 372.281346 95.026944
  1618. L 18.697188 95.026944
  1619. z
  1620. " style="fill:#ffffff;"/>
  1621. </g>
  1622. <g id="matplotlib.axis_7">
  1623. <g id="xtick_19"/>
  1624. <g id="xtick_20"/>
  1625. <g id="xtick_21"/>
  1626. <g id="xtick_22"/>
  1627. <g id="xtick_23"/>
  1628. <g id="xtick_24"/>
  1629. </g>
  1630. <g id="matplotlib.axis_8"/>
  1631. <g id="line2d_7">
  1632. <path clip-path="url(#pdbe693cf2b)" d="M 18.697188 107.86104
  1633. L 372.281346 107.86104
  1634. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1635. </g>
  1636. <g id="line2d_8">
  1637. <path clip-path="url(#pdbe693cf2b)" d="M 19.765418 110.712358
  1638. L 20.833648 111.279315
  1639. L 21.901878 109.747374
  1640. L 22.970108 111.944696
  1641. L 24.038338 112.037004
  1642. L 25.106568 111.5062
  1643. L 26.174798 111.337146
  1644. L 27.243028 112.386501
  1645. L 28.311258 109.483383
  1646. L 29.379488 109.158966
  1647. L 30.447718 111.144002
  1648. L 31.515949 108.722606
  1649. L 32.584179 109.379914
  1650. L 33.652409 110.743569
  1651. L 34.720639 112.358967
  1652. L 35.788869 111.398973
  1653. L 36.857099 112.223162
  1654. L 38.993559 109.930265
  1655. L 40.061789 105.681678
  1656. L 41.130019 108.236029
  1657. L 42.198249 109.854877
  1658. L 43.266479 110.012002
  1659. L 44.33471 106.994531
  1660. L 45.40294 109.568884
  1661. L 46.47117 111.355428
  1662. L 47.5394 110.361137
  1663. L 48.60763 107.654424
  1664. L 49.67586 107.974575
  1665. L 50.74409 109.640147
  1666. L 51.81232 100.951829
  1667. L 52.88055 102.808544
  1668. L 53.94878 108.360771
  1669. L 55.01701 110.21694
  1670. L 56.085241 110.5878
  1671. L 57.153471 108.969045
  1672. L 58.221701 108.821533
  1673. L 59.289931 108.825616
  1674. L 60.358161 106.704726
  1675. L 61.426391 107.60326
  1676. L 62.494621 109.707684
  1677. L 63.562851 110.486013
  1678. L 64.631081 110.116785
  1679. L 65.699311 109.518174
  1680. L 66.767541 110.09288
  1681. L 67.835771 109.943059
  1682. L 68.904002 107.657646
  1683. L 69.972232 109.899828
  1684. L 71.040462 111.388132
  1685. L 72.108692 111.350892
  1686. L 73.176922 108.18373
  1687. L 74.245152 109.218933
  1688. L 75.313382 110.822359
  1689. L 77.449842 111.484885
  1690. L 78.518072 110.976262
  1691. L 79.586302 111.195804
  1692. L 80.654532 112.219079
  1693. L 81.722763 111.55365
  1694. L 82.790993 111.137021
  1695. L 83.859223 111.440929
  1696. L 84.927453 112.228742
  1697. L 85.995683 110.938297
  1698. L 87.063913 109.82857
  1699. L 88.132143 110.530964
  1700. L 89.200373 110.61402
  1701. L 90.268603 107.747505
  1702. L 91.336833 110.326486
  1703. L 92.405063 112.022896
  1704. L 93.473294 112.881108
  1705. L 94.541524 112.116973
  1706. L 95.609754 112.591211
  1707. L 96.677984 112.599695
  1708. L 97.746214 113.023353
  1709. L 98.814444 112.596656
  1710. L 99.882674 111.914669
  1711. L 100.950904 112.046213
  1712. L 103.087364 112.703796
  1713. L 104.155594 111.615791
  1714. L 106.292055 112.787074
  1715. L 107.360285 110.370848
  1716. L 108.428515 111.441929
  1717. L 109.496745 111.541586
  1718. L 110.564975 108.700015
  1719. L 111.633205 108.029735
  1720. L 112.701435 109.155927
  1721. L 113.769665 110.927731
  1722. L 114.837895 111.373208
  1723. L 115.906125 110.354156
  1724. L 116.974355 107.743742
  1725. L 118.042585 109.523798
  1726. L 119.110816 111.04308
  1727. L 120.179046 110.439613
  1728. L 121.247276 107.454845
  1729. L 122.315506 108.952807
  1730. L 123.383736 111.537363
  1731. L 124.451966 112.619242
  1732. L 125.520196 111.706742
  1733. L 126.588426 112.320277
  1734. L 127.656656 110.984973
  1735. L 128.724886 110.79283
  1736. L 129.793116 109.019938
  1737. L 130.861347 110.049832
  1738. L 131.929577 111.248239
  1739. L 132.997807 110.153252
  1740. L 134.066037 108.682506
  1741. L 135.134267 109.604675
  1742. L 136.202497 109.125943
  1743. L 137.270727 110.781626
  1744. L 138.338957 111.297365
  1745. L 139.407187 109.965105
  1746. L 140.475417 107.665401
  1747. L 141.543647 110.223607
  1748. L 142.611877 110.238893
  1749. L 143.680108 109.777179
  1750. L 144.748338 110.696758
  1751. L 145.816568 111.812655
  1752. L 146.884798 111.431904
  1753. L 147.953028 109.43834
  1754. L 149.021258 110.432491
  1755. L 150.089488 111.87897
  1756. L 151.157718 111.527976
  1757. L 152.225948 107.675788
  1758. L 153.294178 111.653847
  1759. L 154.362408 111.758857
  1760. L 155.430638 112.109489
  1761. L 156.498869 109.273866
  1762. L 157.567099 107.236887
  1763. L 158.635329 107.220059
  1764. L 160.771789 109.588437
  1765. L 161.840019 108.905449
  1766. L 162.908249 107.305744
  1767. L 163.976479 109.204555
  1768. L 165.044709 108.816045
  1769. L 166.112939 108.576912
  1770. L 167.181169 110.529061
  1771. L 168.2494 112.04857
  1772. L 169.31763 111.82826
  1773. L 170.38586 112.280539
  1774. L 171.45409 108.426767
  1775. L 173.59055 111.250148
  1776. L 174.65878 109.441103
  1777. L 175.72701 109.858959
  1778. L 176.79524 111.648721
  1779. L 177.86347 112.603323
  1780. L 178.9317 111.328392
  1781. L 179.99993 110.707097
  1782. L 181.068161 113.572206
  1783. L 182.136391 113.590218
  1784. L 183.204621 111.03936
  1785. L 184.272851 110.604585
  1786. L 185.341081 112.572885
  1787. L 186.409311 110.536501
  1788. L 187.477541 110.962522
  1789. L 188.545771 112.290926
  1790. L 189.614001 112.751197
  1791. L 190.682231 110.727239
  1792. L 191.750461 110.121549
  1793. L 192.818691 110.490734
  1794. L 193.886922 111.620235
  1795. L 196.023382 111.516772
  1796. L 197.091612 110.853245
  1797. L 198.159842 107.120132
  1798. L 199.228072 109.198564
  1799. L 200.296302 110.801627
  1800. L 201.364532 109.752592
  1801. L 202.432762 110.016404
  1802. L 203.500992 110.961884
  1803. L 204.569222 112.707965
  1804. L 206.705683 110.938162
  1805. L 207.773913 112.096382
  1806. L 208.842143 112.90796
  1807. L 209.910373 111.722569
  1808. L 210.978603 111.272648
  1809. L 212.046833 111.459935
  1810. L 213.115063 112.274099
  1811. L 214.183293 111.321952
  1812. L 215.251523 111.508563
  1813. L 216.319753 111.052105
  1814. L 217.387983 112.855071
  1815. L 219.524444 110.768697
  1816. L 220.592674 111.432856
  1817. L 221.660904 111.697711
  1818. L 222.729134 110.640965
  1819. L 223.797364 111.064082
  1820. L 224.865594 113.0654
  1821. L 225.933824 112.580412
  1822. L 227.002054 111.798639
  1823. L 228.070284 111.162917
  1824. L 229.138514 111.855837
  1825. L 230.206744 111.268971
  1826. L 232.343205 110.693492
  1827. L 233.411435 112.104817
  1828. L 234.479665 111.087761
  1829. L 235.547895 111.344495
  1830. L 236.616125 111.994092
  1831. L 237.684355 113.22312
  1832. L 239.820815 110.778132
  1833. L 240.889045 112.9882
  1834. L 241.957275 113.052476
  1835. L 243.025506 111.463656
  1836. L 244.093736 110.43267
  1837. L 245.161966 111.867809
  1838. L 246.230196 110.252909
  1839. L 247.298426 110.639602
  1840. L 248.366656 110.907319
  1841. L 249.434886 111.029016
  1842. L 250.503116 110.178926
  1843. L 251.571346 110.07138
  1844. L 252.639576 110.981074
  1845. L 253.707806 112.430365
  1846. L 254.776036 111.474816
  1847. L 255.844267 111.551698
  1848. L 256.912497 112.173177
  1849. L 257.980727 111.782536
  1850. L 259.048957 109.562444
  1851. L 260.117187 111.559955
  1852. L 261.185417 112.877523
  1853. L 262.253647 110.452401
  1854. L 263.321877 110.962884
  1855. L 264.390107 111.723569
  1856. L 265.458337 112.311112
  1857. L 266.526567 112.153397
  1858. L 267.594798 111.869761
  1859. L 269.731258 112.722073
  1860. L 270.799488 111.608669
  1861. L 271.867718 111.589981
  1862. L 272.935948 112.019993
  1863. L 274.004178 110.011689
  1864. L 276.140638 112.291018
  1865. L 277.208868 111.558727
  1866. L 278.277098 111.585218
  1867. L 279.345328 110.521166
  1868. L 280.413559 112.683881
  1869. L 281.481789 110.837462
  1870. L 282.550019 110.287976
  1871. L 283.618249 110.79741
  1872. L 284.686479 112.589032
  1873. L 286.822939 111.181334
  1874. L 287.891169 111.514549
  1875. L 288.959399 112.950554
  1876. L 290.027629 111.916891
  1877. L 291.095859 110.008509
  1878. L 292.164089 111.442518
  1879. L 293.23232 112.205604
  1880. L 294.30055 111.929231
  1881. L 295.36878 111.107216
  1882. L 296.43701 111.932405
  1883. L 297.50524 111.460525
  1884. L 298.57347 110.328255
  1885. L 300.70993 111.998039
  1886. L 301.77816 111.088621
  1887. L 302.84639 110.757039
  1888. L 303.91462 113.35235
  1889. L 304.982851 112.349715
  1890. L 306.051081 110.274365
  1891. L 307.119311 111.77496
  1892. L 308.187541 111.201612
  1893. L 309.255771 109.473991
  1894. L 311.392231 113.032064
  1895. L 312.460461 112.619832
  1896. L 313.528691 111.561269
  1897. L 314.596921 110.047837
  1898. L 315.665151 111.158337
  1899. L 316.733381 110.022574
  1900. L 317.801612 108.666176
  1901. L 318.869842 109.037404
  1902. L 319.938072 110.083898
  1903. L 321.006302 110.819817
  1904. L 322.074532 111.916664
  1905. L 323.142762 111.554331
  1906. L 324.210992 111.882328
  1907. L 325.279222 111.019493
  1908. L 326.347452 108.630341
  1909. L 327.415682 110.669813
  1910. L 328.483912 111.07501
  1911. L 329.552142 112.749742
  1912. L 330.620373 112.719034
  1913. L 331.688603 111.969824
  1914. L 332.756833 111.893256
  1915. L 333.825063 112.495366
  1916. L 334.893293 111.883734
  1917. L 335.961523 111.651354
  1918. L 337.029753 112.308165
  1919. L 338.097983 112.529205
  1920. L 339.166213 113.089441
  1921. L 340.234443 112.794693
  1922. L 341.302673 113.110264
  1923. L 342.370904 113.278183
  1924. L 343.439134 113.577105
  1925. L 344.507364 112.426693
  1926. L 345.575594 112.081323
  1927. L 346.643824 112.045488
  1928. L 347.712054 113.100104
  1929. L 348.780284 113.355389
  1930. L 349.848514 112.476678
  1931. L 350.916744 112.446646
  1932. L 351.984974 112.821908
  1933. L 353.053204 111.503481
  1934. L 354.121434 108.005737
  1935. L 355.189665 109.864539
  1936. L 356.257895 110.998491
  1937. L 357.326125 111.509061
  1938. L 358.394355 110.641235
  1939. L 359.462585 111.005251
  1940. L 360.530815 112.91068
  1941. L 361.599045 113.297693
  1942. L 362.667275 112.880334
  1943. L 363.735505 111.945783
  1944. L 364.803735 112.671634
  1945. L 365.871965 111.814877
  1946. L 366.940195 110.740757
  1947. L 368.008426 113.059008
  1948. L 370.144886 110.702198
  1949. L 371.213116 111.384141
  1950. L 372.281346 113.024531
  1951. L 372.281346 113.024531
  1952. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  1953. </g>
  1954. <g id="text_10">
  1955. <g id="patch_12">
  1956. <path d="M 18.697188 108.96222
  1957. L 46.430938 108.96222
  1958. Q 48.830938 108.96222 48.830938 106.56222
  1959. L 48.830938 98.81972
  1960. Q 48.830938 96.41972 46.430938 96.41972
  1961. L 18.697188 96.41972
  1962. Q 16.297188 96.41972 16.297188 98.81972
  1963. L 16.297188 106.56222
  1964. Q 16.297188 108.96222 18.697188 108.96222
  1965. z
  1966. " style="fill:#ffffff;opacity:0.8;"/>
  1967. </g>
  1968. <!-- DVARS -->
  1969. <defs>
  1970. <path d="M 19.671875 64.796875
  1971. L 19.671875 8.109375
  1972. L 31.59375 8.109375
  1973. Q 46.6875 8.109375 53.6875 14.9375
  1974. Q 60.6875 21.78125 60.6875 36.53125
  1975. Q 60.6875 51.171875 53.6875 57.984375
  1976. Q 46.6875 64.796875 31.59375 64.796875
  1977. z
  1978. M 9.8125 72.90625
  1979. L 30.078125 72.90625
  1980. Q 51.265625 72.90625 61.171875 64.09375
  1981. Q 71.09375 55.28125 71.09375 36.53125
  1982. Q 71.09375 17.671875 61.125 8.828125
  1983. Q 51.171875 0 30.078125 0
  1984. L 9.8125 0
  1985. z
  1986. " id="DejaVuSans-44"/>
  1987. <path d="M 28.609375 0
  1988. L 0.78125 72.90625
  1989. L 11.078125 72.90625
  1990. L 34.1875 11.53125
  1991. L 57.328125 72.90625
  1992. L 67.578125 72.90625
  1993. L 39.796875 0
  1994. z
  1995. " id="DejaVuSans-56"/>
  1996. <path d="M 34.1875 63.1875
  1997. L 20.796875 26.90625
  1998. L 47.609375 26.90625
  1999. z
  2000. M 28.609375 72.90625
  2001. L 39.796875 72.90625
  2002. L 67.578125 0
  2003. L 57.328125 0
  2004. L 50.6875 18.703125
  2005. L 17.828125 18.703125
  2006. L 11.1875 0
  2007. L 0.78125 0
  2008. z
  2009. " id="DejaVuSans-41"/>
  2010. <path d="M 44.390625 34.1875
  2011. Q 47.5625 33.109375 50.5625 29.59375
  2012. Q 53.5625 26.078125 56.59375 19.921875
  2013. L 66.609375 0
  2014. L 56 0
  2015. L 46.6875 18.703125
  2016. Q 43.0625 26.03125 39.671875 28.421875
  2017. Q 36.28125 30.8125 30.421875 30.8125
  2018. L 19.671875 30.8125
  2019. L 19.671875 0
  2020. L 9.8125 0
  2021. L 9.8125 72.90625
  2022. L 32.078125 72.90625
  2023. Q 44.578125 72.90625 50.734375 67.671875
  2024. Q 56.890625 62.453125 56.890625 51.90625
  2025. Q 56.890625 45.015625 53.6875 40.46875
  2026. Q 50.484375 35.9375 44.390625 34.1875
  2027. z
  2028. M 19.671875 64.796875
  2029. L 19.671875 38.921875
  2030. L 32.078125 38.921875
  2031. Q 39.203125 38.921875 42.84375 42.21875
  2032. Q 46.484375 45.515625 46.484375 51.90625
  2033. Q 46.484375 58.296875 42.84375 61.546875
  2034. Q 39.203125 64.796875 32.078125 64.796875
  2035. z
  2036. " id="DejaVuSans-52"/>
  2037. </defs>
  2038. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2039. <use xlink:href="#DejaVuSans-44"/>
  2040. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2041. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2042. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2043. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2044. </g>
  2045. </g>
  2046. <g id="text_11">
  2047. <g id="patch_13">
  2048. <path d="M 290.289663 105.826595
  2049. L 365.209663 105.826595
  2050. Q 366.409663 105.826595 366.409663 104.626595
  2051. L 366.409663 100.755345
  2052. Q 366.409663 99.555345 365.209663 99.555345
  2053. L 290.289663 99.555345
  2054. Q 289.089663 99.555345 289.089663 100.755345
  2055. L 289.089663 104.626595
  2056. Q 289.089663 105.826595 290.289663 105.826595
  2057. z
  2058. " style="fill:#ffffff;opacity:0.8;"/>
  2059. </g>
  2060. <!-- max: 1.306 $\bullet$ mean: 1.086 $\bullet$ $\sigma$: 0.036 -->
  2061. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2062. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2063. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2064. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2065. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2066. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2067. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  2068. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2069. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-33"/>
  2070. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-30"/>
  2071. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
  2072. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2073. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2074. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2075. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2076. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2077. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2078. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2079. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2080. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2081. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2082. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2083. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
  2084. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-38"/>
  2085. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-36"/>
  2086. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2087. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2088. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2089. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2090. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2091. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2092. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2093. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2094. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  2095. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-33"/>
  2096. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-36"/>
  2097. </g>
  2098. </g>
  2099. <g id="text_12">
  2100. <!-- 1.15 -->
  2101. <g style="fill:#d3d3d3;" transform="translate(11.0175 108.688852)scale(0.03 -0.03)">
  2102. <use xlink:href="#DejaVuSans-31"/>
  2103. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2104. <use x="95.410156" xlink:href="#DejaVuSans-31"/>
  2105. <use x="159.033203" xlink:href="#DejaVuSans-35"/>
  2106. </g>
  2107. </g>
  2108. </g>
  2109. <g id="axes_5">
  2110. <g id="patch_14">
  2111. <path d="M 18.697188 148.249344
  2112. L 372.281346 148.249344
  2113. L 372.281346 122.702592
  2114. L 18.697188 122.702592
  2115. z
  2116. " style="fill:#ffffff;"/>
  2117. </g>
  2118. <g id="matplotlib.axis_9">
  2119. <g id="xtick_25"/>
  2120. <g id="xtick_26"/>
  2121. <g id="xtick_27"/>
  2122. <g id="xtick_28"/>
  2123. <g id="xtick_29"/>
  2124. <g id="xtick_30"/>
  2125. </g>
  2126. <g id="matplotlib.axis_10"/>
  2127. <g id="line2d_9">
  2128. <path clip-path="url(#p8293cbe341)" d="M 18.697188 133.870683
  2129. L 372.281346 133.870683
  2130. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2131. </g>
  2132. <g id="line2d_10">
  2133. <path clip-path="url(#p8293cbe341)" d="M 19.765418 139.545209
  2134. L 20.833648 134.956902
  2135. L 21.901878 127.234725
  2136. L 22.970108 144.742986
  2137. L 24.038338 143.283384
  2138. L 25.106568 143.283796
  2139. L 26.174798 140.69465
  2140. L 27.243028 143.642658
  2141. L 28.311258 126.742608
  2142. L 29.379488 127.382328
  2143. L 30.447718 144.183187
  2144. L 31.515949 133.526677
  2145. L 32.584179 137.675841
  2146. L 33.652409 139.622555
  2147. L 34.720639 144.204942
  2148. L 35.788869 138.874893
  2149. L 36.857099 141.89273
  2150. L 37.925329 145.878177
  2151. L 38.993559 144.908716
  2152. L 40.061789 136.353568
  2153. L 41.130019 136.976918
  2154. L 42.198249 142.739951
  2155. L 43.266479 144.581734
  2156. L 44.33471 128.460538
  2157. L 45.40294 127.797964
  2158. L 46.47117 145.009284
  2159. L 47.5394 144.928136
  2160. L 48.60763 135.0891
  2161. L 49.67586 136.368873
  2162. L 50.74409 144.655467
  2163. L 51.81232 141.599394
  2164. L 52.88055 129.369509
  2165. L 55.01701 139.091909
  2166. L 56.085241 142.381917
  2167. L 57.153471 130.94046
  2168. L 58.221701 128.881158
  2169. L 59.289931 142.235929
  2170. L 60.358161 141.85865
  2171. L 61.426391 137.107042
  2172. L 62.494621 135.436401
  2173. L 63.562851 144.463821
  2174. L 64.631081 140.70442
  2175. L 65.699311 143.946741
  2176. L 66.767541 141.491828
  2177. L 67.835771 142.481506
  2178. L 68.904002 137.145507
  2179. L 71.040462 143.125253
  2180. L 72.108692 144.893311
  2181. L 73.176922 133.099401
  2182. L 74.245152 133.302837
  2183. L 75.313382 143.874892
  2184. L 76.381612 144.816063
  2185. L 77.449842 141.80743
  2186. L 78.518072 138.240221
  2187. L 79.586302 134.272629
  2188. L 80.654532 140.769231
  2189. L 81.722763 140.298387
  2190. L 82.790993 143.839458
  2191. L 83.859223 139.749418
  2192. L 84.927453 144.80698
  2193. L 85.995683 140.572703
  2194. L 87.063913 141.737967
  2195. L 88.132143 142.690409
  2196. L 89.200373 143.11598
  2197. L 90.268603 139.794904
  2198. L 91.336833 140.030704
  2199. L 92.405063 139.696163
  2200. L 93.473294 142.816345
  2201. L 94.541524 140.005938
  2202. L 95.609754 142.614941
  2203. L 96.677984 141.813395
  2204. L 97.746214 145.481728
  2205. L 98.814444 140.507716
  2206. L 99.882674 141.849162
  2207. L 102.019134 138.744793
  2208. L 103.087364 141.932766
  2209. L 104.155594 140.54483
  2210. L 105.223824 143.611049
  2211. L 106.292055 142.857183
  2212. L 107.360285 137.588033
  2213. L 108.428515 143.492414
  2214. L 109.496745 136.795651
  2215. L 110.564975 141.010725
  2216. L 111.633205 142.244422
  2217. L 112.701435 140.575832
  2218. L 113.769665 139.952424
  2219. L 114.837895 144.171749
  2220. L 115.906125 145.227246
  2221. L 116.974355 141.759614
  2222. L 118.042585 141.591447
  2223. L 119.110816 144.636601
  2224. L 120.179046 144.412503
  2225. L 121.247276 142.18208
  2226. L 122.315506 137.855499
  2227. L 123.383736 135.510486
  2228. L 124.451966 139.77996
  2229. L 125.520196 137.241241
  2230. L 126.588426 143.043095
  2231. L 127.656656 145.159204
  2232. L 128.724886 143.704484
  2233. L 129.793116 143.952997
  2234. L 130.861347 139.428401
  2235. L 131.929577 144.332493
  2236. L 132.997807 138.275928
  2237. L 134.066037 124.853768
  2238. L 135.134267 138.752901
  2239. L 136.202497 136.240177
  2240. L 137.270727 142.919209
  2241. L 138.338957 141.674181
  2242. L 139.407187 138.402615
  2243. L 140.475417 129.24917
  2244. L 141.543647 135.152079
  2245. L 142.611877 135.889865
  2246. L 143.680108 143.048022
  2247. L 144.748338 143.82691
  2248. L 145.816568 143.416215
  2249. L 146.884798 139.941049
  2250. L 147.953028 135.233414
  2251. L 149.021258 144.656621
  2252. L 150.089488 144.307124
  2253. L 151.157718 145.238068
  2254. L 152.225948 129.023903
  2255. L 153.294178 142.295858
  2256. L 154.362408 141.108142
  2257. L 155.430638 143.714548
  2258. L 156.498869 138.928358
  2259. L 157.567099 139.94865
  2260. L 158.635329 134.719949
  2261. L 159.703559 133.88399
  2262. L 160.771789 143.184983
  2263. L 161.840019 133.857376
  2264. L 162.908249 135.766044
  2265. L 163.976479 140.983955
  2266. L 165.044709 136.56671
  2267. L 166.112939 133.842709
  2268. L 167.181169 134.459535
  2269. L 168.2494 142.022846
  2270. L 169.31763 137.66671
  2271. L 170.38586 140.652967
  2272. L 171.45409 132.661802
  2273. L 172.52232 139.339623
  2274. L 173.59055 137.265084
  2275. L 174.65878 136.0207
  2276. L 175.72701 140.530471
  2277. L 176.79524 143.753796
  2278. L 177.86347 142.146424
  2279. L 178.9317 139.128755
  2280. L 179.99993 139.152609
  2281. L 181.068161 144.683489
  2282. L 182.136391 143.347937
  2283. L 183.204621 139.869373
  2284. L 184.272851 137.105195
  2285. L 185.341081 141.750384
  2286. L 186.409311 136.986702
  2287. L 187.477541 140.74373
  2288. L 188.545771 142.262064
  2289. L 189.614001 144.68752
  2290. L 190.682231 135.104119
  2291. L 191.750461 141.69321
  2292. L 192.818691 139.71267
  2293. L 193.886922 144.479172
  2294. L 194.955152 140.657568
  2295. L 196.023382 140.041008
  2296. L 197.091612 143.908525
  2297. L 198.159842 138.608265
  2298. L 199.228072 136.372228
  2299. L 200.296302 139.442734
  2300. L 201.364532 138.852356
  2301. L 202.432762 139.950116
  2302. L 204.569222 144.39392
  2303. L 205.637453 138.019325
  2304. L 206.705683 142.181659
  2305. L 207.773913 144.286994
  2306. L 208.842143 143.972793
  2307. L 209.910373 142.485059
  2308. L 210.978603 143.034561
  2309. L 212.046833 144.425843
  2310. L 213.115063 144.482825
  2311. L 214.183293 143.262378
  2312. L 215.251523 143.868452
  2313. L 216.319753 140.584435
  2314. L 217.387983 143.491749
  2315. L 218.456214 140.045997
  2316. L 219.524444 143.136599
  2317. L 220.592674 138.789343
  2318. L 221.660904 143.444251
  2319. L 222.729134 139.608089
  2320. L 223.797364 138.380003
  2321. L 224.865594 144.328053
  2322. L 225.933824 142.447837
  2323. L 227.002054 142.387034
  2324. L 228.070284 138.688489
  2325. L 229.138514 143.720108
  2326. L 230.206744 143.31887
  2327. L 231.274975 140.714928
  2328. L 232.343205 137.731176
  2329. L 233.411435 144.869396
  2330. L 234.479665 139.434657
  2331. L 235.547895 142.851332
  2332. L 236.616125 140.764191
  2333. L 237.684355 144.659954
  2334. L 238.752585 138.27716
  2335. L 239.820815 139.253601
  2336. L 240.889045 143.512388
  2337. L 241.957275 143.591572
  2338. L 243.025506 137.990018
  2339. L 244.093736 137.752824
  2340. L 245.161966 142.64031
  2341. L 246.230196 140.855393
  2342. L 247.298426 142.935911
  2343. L 248.366656 137.069329
  2344. L 249.434886 144.051112
  2345. L 250.503116 141.756985
  2346. L 251.571346 141.966929
  2347. L 252.639576 141.357439
  2348. L 253.707806 144.259923
  2349. L 254.776036 140.585251
  2350. L 255.844267 142.246757
  2351. L 257.980727 142.428153
  2352. L 259.048957 141.950193
  2353. L 260.117187 139.118324
  2354. L 261.185417 143.697096
  2355. L 262.253647 140.833257
  2356. L 263.321877 143.327573
  2357. L 264.390107 142.868338
  2358. L 265.458337 144.826159
  2359. L 266.526567 139.297109
  2360. L 267.594798 138.295304
  2361. L 268.663028 144.201755
  2362. L 269.731258 140.033873
  2363. L 270.799488 142.356524
  2364. L 271.867718 138.429156
  2365. L 272.935948 143.468051
  2366. L 274.004178 137.756832
  2367. L 275.072408 138.898397
  2368. L 276.140638 143.734905
  2369. L 277.208868 140.967665
  2370. L 278.277098 139.714525
  2371. L 279.345328 138.868996
  2372. L 280.413559 144.282564
  2373. L 281.481789 140.405867
  2374. L 282.550019 141.88729
  2375. L 283.618249 139.05449
  2376. L 284.686479 144.269038
  2377. L 285.754709 141.209354
  2378. L 286.822939 143.566941
  2379. L 287.891169 138.657137
  2380. L 288.959399 145.537468
  2381. L 290.027629 142.253502
  2382. L 291.095859 142.785126
  2383. L 292.164089 141.409052
  2384. L 293.23232 143.506732
  2385. L 294.30055 138.51106
  2386. L 295.36878 138.18047
  2387. L 296.43701 144.840207
  2388. L 297.50524 142.237666
  2389. L 298.57347 141.454223
  2390. L 299.6417 138.142016
  2391. L 300.70993 141.64269
  2392. L 301.77816 138.320839
  2393. L 302.84639 135.533605
  2394. L 303.91462 144.576113
  2395. L 304.982851 140.044759
  2396. L 306.051081 141.424123
  2397. L 307.119311 141.754956
  2398. L 308.187541 139.74343
  2399. L 309.255771 143.807674
  2400. L 310.324001 137.26017
  2401. L 311.392231 144.313629
  2402. L 312.460461 142.044343
  2403. L 313.528691 143.387413
  2404. L 314.596921 140.762046
  2405. L 315.665151 141.462541
  2406. L 316.733381 137.557823
  2407. L 317.801612 137.472695
  2408. L 318.869842 137.271084
  2409. L 321.006302 140.799504
  2410. L 322.074532 142.350802
  2411. L 323.142762 141.525048
  2412. L 324.210992 141.646334
  2413. L 325.279222 142.697737
  2414. L 326.347452 140.04751
  2415. L 327.415682 143.643454
  2416. L 328.483912 141.942946
  2417. L 329.552142 143.681795
  2418. L 330.620373 140.268811
  2419. L 331.688603 141.327066
  2420. L 332.756833 139.414332
  2421. L 333.825063 143.347346
  2422. L 334.893293 142.495181
  2423. L 335.961523 143.750981
  2424. L 337.029753 143.231242
  2425. L 338.097983 143.505699
  2426. L 339.166213 143.466353
  2427. L 340.234443 142.53099
  2428. L 341.302673 141.951598
  2429. L 342.370904 142.125178
  2430. L 343.439134 139.385099
  2431. L 344.507364 141.346609
  2432. L 345.575594 140.293591
  2433. L 346.643824 140.208292
  2434. L 347.712054 142.337441
  2435. L 348.780284 143.267572
  2436. L 349.848514 141.097193
  2437. L 350.916744 140.959797
  2438. L 351.984974 144.395718
  2439. L 353.053204 144.131613
  2440. L 354.121434 141.785319
  2441. L 355.189665 138.877545
  2442. L 356.257895 142.70538
  2443. L 357.326125 143.350468
  2444. L 358.394355 141.254558
  2445. L 359.462585 138.548826
  2446. L 360.530815 144.141174
  2447. L 361.599045 143.088415
  2448. L 362.667275 142.344741
  2449. L 363.735505 140.243056
  2450. L 364.803735 142.846665
  2451. L 365.871965 139.634727
  2452. L 366.940195 140.30995
  2453. L 368.008426 143.318938
  2454. L 369.076656 144.042373
  2455. L 370.144886 138.703092
  2456. L 371.213116 138.770067
  2457. L 372.281346 144.5291
  2458. L 372.281346 144.5291
  2459. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  2460. </g>
  2461. <g id="text_13">
  2462. <g id="patch_15">
  2463. <path d="M 18.697188 136.637868
  2464. L 29.458438 136.637868
  2465. Q 31.858438 136.637868 31.858438 134.237868
  2466. L 31.858438 126.495368
  2467. Q 31.858438 124.095368 29.458438 124.095368
  2468. L 18.697188 124.095368
  2469. Q 16.297188 124.095368 16.297188 126.495368
  2470. L 16.297188 134.237868
  2471. Q 16.297188 136.637868 18.697188 136.637868
  2472. z
  2473. " style="fill:#ffffff;opacity:0.8;"/>
  2474. </g>
  2475. <!-- FD -->
  2476. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  2477. <use xlink:href="#DejaVuSans-46"/>
  2478. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  2479. </g>
  2480. </g>
  2481. <g id="text_14">
  2482. <g id="patch_16">
  2483. <path d="M 290.289663 133.502243
  2484. L 365.209663 133.502243
  2485. Q 366.409663 133.502243 366.409663 132.302243
  2486. L 366.409663 128.430993
  2487. Q 366.409663 127.230993 365.209663 127.230993
  2488. L 290.289663 127.230993
  2489. Q 289.089663 127.230993 289.089663 128.430993
  2490. L 289.089663 132.302243
  2491. Q 289.089663 133.502243 290.289663 133.502243
  2492. z
  2493. " style="fill:#ffffff;opacity:0.8;"/>
  2494. </g>
  2495. <!-- max: 0.467 $\bullet$ mean: 0.125 $\bullet$ $\sigma$: 0.079 -->
  2496. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  2497. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2498. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2499. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2500. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2501. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2502. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  2503. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2504. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
  2505. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
  2506. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-37"/>
  2507. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2508. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2509. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2510. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2511. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2512. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2513. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2514. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2515. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2516. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  2517. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2518. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  2519. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-32"/>
  2520. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-35"/>
  2521. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2522. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2523. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2524. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2525. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2526. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2527. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2528. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2529. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  2530. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-37"/>
  2531. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-39"/>
  2532. </g>
  2533. </g>
  2534. <g id="text_15">
  2535. <!-- 0.27 -->
  2536. <g style="fill:#d3d3d3;" transform="translate(11.0175 134.698495)scale(0.03 -0.03)">
  2537. <use xlink:href="#DejaVuSans-30"/>
  2538. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2539. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  2540. <use x="159.033203" xlink:href="#DejaVuSans-37"/>
  2541. </g>
  2542. </g>
  2543. </g>
  2544. <g id="axes_6">
  2545. <g id="patch_17">
  2546. <path d="M 15.161346 278.112
  2547. L 18.697188 278.112
  2548. L 18.697188 150.37824
  2549. L 15.161346 150.37824
  2550. z
  2551. " style="fill:#ffffff;"/>
  2552. </g>
  2553. <g clip-path="url(#p08a365fae5)">
  2554. <image height="950" id="imagea61cf191e1" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  2555. iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16ERABAARuH/JFNwEsVCFrGYWWSbEFVBcO6VL7/65GubRpIAAAAAAH5l2PJCxiYH90IG3EQ9Jt4KAOCEBdQ+DYTyr7PtAAAAAElFTkSuQmCC"/>
  2556. </g>
  2557. <g id="matplotlib.axis_11"/>
  2558. <g id="matplotlib.axis_12"/>
  2559. </g>
  2560. <g id="axes_7">
  2561. <g id="patch_18">
  2562. <path d="M 18.697188 278.112
  2563. L 372.281346 278.112
  2564. L 372.281346 150.37824
  2565. L 18.697188 150.37824
  2566. z
  2567. " style="fill:#ffffff;"/>
  2568. </g>
  2569. <g clip-path="url(#p4bfe79baac)">
  2570. <image height="128.16" id="imaged3a6b0c526" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  2571. 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" y="-149.952"/>
  2572. </g>
  2573. <g id="matplotlib.axis_13">
  2574. <g id="xtick_31">
  2575. <g id="line2d_11">
  2576. <defs>
  2577. <path d="M 0 0
  2578. L 0 4.8
  2579. " id="m9c3ddb4909" style="stroke:#262626;"/>
  2580. </defs>
  2581. <g>
  2582. <use style="fill:#262626;stroke:#262626;" x="19.229694" xlink:href="#m9c3ddb4909" y="278.112"/>
  2583. </g>
  2584. </g>
  2585. <g id="text_16">
  2586. <!-- 0.00 -->
  2587. <g style="fill:#262626;" transform="translate(13.663288 290.211219)scale(0.05 -0.05)">
  2588. <use xlink:href="#DejaVuSans-30"/>
  2589. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2590. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  2591. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  2592. </g>
  2593. </g>
  2594. </g>
  2595. <g id="xtick_32">
  2596. <g id="line2d_12">
  2597. <g>
  2598. <use style="fill:#262626;stroke:#262626;" x="89.52052" xlink:href="#m9c3ddb4909" y="278.112"/>
  2599. </g>
  2600. </g>
  2601. <g id="text_17">
  2602. <!-- 66.00 -->
  2603. <g style="fill:#262626;" transform="translate(82.363489 290.211219)scale(0.05 -0.05)">
  2604. <use xlink:href="#DejaVuSans-36"/>
  2605. <use x="63.623047" xlink:href="#DejaVuSans-36"/>
  2606. <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
  2607. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  2608. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2609. </g>
  2610. </g>
  2611. </g>
  2612. <g id="xtick_33">
  2613. <g id="line2d_13">
  2614. <g>
  2615. <use style="fill:#262626;stroke:#262626;" x="159.811347" xlink:href="#m9c3ddb4909" y="278.112"/>
  2616. </g>
  2617. </g>
  2618. <g id="text_18">
  2619. <!-- 132.00 -->
  2620. <g style="fill:#262626;" transform="translate(151.063691 290.211219)scale(0.05 -0.05)">
  2621. <use xlink:href="#DejaVuSans-31"/>
  2622. <use x="63.623047" xlink:href="#DejaVuSans-33"/>
  2623. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  2624. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2625. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2626. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2627. </g>
  2628. </g>
  2629. </g>
  2630. <g id="xtick_34">
  2631. <g id="line2d_14">
  2632. <g>
  2633. <use style="fill:#262626;stroke:#262626;" x="230.102174" xlink:href="#m9c3ddb4909" y="278.112"/>
  2634. </g>
  2635. </g>
  2636. <g id="text_19">
  2637. <!-- 198.00 -->
  2638. <g style="fill:#262626;" transform="translate(221.354518 290.211219)scale(0.05 -0.05)">
  2639. <use xlink:href="#DejaVuSans-31"/>
  2640. <use x="63.623047" xlink:href="#DejaVuSans-39"/>
  2641. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  2642. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2643. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2644. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2645. </g>
  2646. </g>
  2647. </g>
  2648. <g id="xtick_35">
  2649. <g id="line2d_15">
  2650. <g>
  2651. <use style="fill:#262626;stroke:#262626;" x="300.393" xlink:href="#m9c3ddb4909" y="278.112"/>
  2652. </g>
  2653. </g>
  2654. <g id="text_20">
  2655. <!-- 264.00 -->
  2656. <g style="fill:#262626;" transform="translate(291.645344 290.211219)scale(0.05 -0.05)">
  2657. <use xlink:href="#DejaVuSans-32"/>
  2658. <use x="63.623047" xlink:href="#DejaVuSans-36"/>
  2659. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  2660. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2661. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2662. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2663. </g>
  2664. </g>
  2665. </g>
  2666. <g id="xtick_36">
  2667. <g id="line2d_16">
  2668. <g>
  2669. <use style="fill:#262626;stroke:#262626;" x="370.683827" xlink:href="#m9c3ddb4909" y="278.112"/>
  2670. </g>
  2671. </g>
  2672. <g id="text_21">
  2673. <!-- 330.00 -->
  2674. <g style="fill:#262626;" transform="translate(361.936171 290.211219)scale(0.05 -0.05)">
  2675. <use xlink:href="#DejaVuSans-33"/>
  2676. <use x="63.623047" xlink:href="#DejaVuSans-33"/>
  2677. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  2678. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  2679. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  2680. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  2681. </g>
  2682. </g>
  2683. </g>
  2684. <g id="text_22">
  2685. <!-- time (s) -->
  2686. <defs>
  2687. <path d="M 18.3125 70.21875
  2688. L 18.3125 54.6875
  2689. L 36.8125 54.6875
  2690. L 36.8125 47.703125
  2691. L 18.3125 47.703125
  2692. L 18.3125 18.015625
  2693. Q 18.3125 11.328125 20.140625 9.421875
  2694. Q 21.96875 7.515625 27.59375 7.515625
  2695. L 36.8125 7.515625
  2696. L 36.8125 0
  2697. L 27.59375 0
  2698. Q 17.1875 0 13.234375 3.875
  2699. Q 9.28125 7.765625 9.28125 18.015625
  2700. L 9.28125 47.703125
  2701. L 2.6875 47.703125
  2702. L 2.6875 54.6875
  2703. L 9.28125 54.6875
  2704. L 9.28125 70.21875
  2705. z
  2706. " id="DejaVuSans-74"/>
  2707. <path d="M 9.421875 54.6875
  2708. L 18.40625 54.6875
  2709. L 18.40625 0
  2710. L 9.421875 0
  2711. z
  2712. M 9.421875 75.984375
  2713. L 18.40625 75.984375
  2714. L 18.40625 64.59375
  2715. L 9.421875 64.59375
  2716. z
  2717. " id="DejaVuSans-69"/>
  2718. <path d="M 31 75.875
  2719. Q 24.46875 64.65625 21.28125 53.65625
  2720. Q 18.109375 42.671875 18.109375 31.390625
  2721. Q 18.109375 20.125 21.3125 9.0625
  2722. Q 24.515625 -2 31 -13.1875
  2723. L 23.1875 -13.1875
  2724. Q 15.875 -1.703125 12.234375 9.375
  2725. Q 8.59375 20.453125 8.59375 31.390625
  2726. Q 8.59375 42.28125 12.203125 53.3125
  2727. Q 15.828125 64.359375 23.1875 75.875
  2728. z
  2729. " id="DejaVuSans-28"/>
  2730. <path d="M 44.28125 53.078125
  2731. L 44.28125 44.578125
  2732. Q 40.484375 46.53125 36.375 47.5
  2733. Q 32.28125 48.484375 27.875 48.484375
  2734. Q 21.1875 48.484375 17.84375 46.4375
  2735. Q 14.5 44.390625 14.5 40.28125
  2736. Q 14.5 37.15625 16.890625 35.375
  2737. Q 19.28125 33.59375 26.515625 31.984375
  2738. L 29.59375 31.296875
  2739. Q 39.15625 29.25 43.1875 25.515625
  2740. Q 47.21875 21.78125 47.21875 15.09375
  2741. Q 47.21875 7.46875 41.1875 3.015625
  2742. Q 35.15625 -1.421875 24.609375 -1.421875
  2743. Q 20.21875 -1.421875 15.453125 -0.5625
  2744. Q 10.6875 0.296875 5.421875 2
  2745. L 5.421875 11.28125
  2746. Q 10.40625 8.6875 15.234375 7.390625
  2747. Q 20.0625 6.109375 24.8125 6.109375
  2748. Q 31.15625 6.109375 34.5625 8.28125
  2749. Q 37.984375 10.453125 37.984375 14.40625
  2750. Q 37.984375 18.0625 35.515625 20.015625
  2751. Q 33.0625 21.96875 24.703125 23.78125
  2752. L 21.578125 24.515625
  2753. Q 13.234375 26.265625 9.515625 29.90625
  2754. Q 5.8125 33.546875 5.8125 39.890625
  2755. Q 5.8125 47.609375 11.28125 51.796875
  2756. Q 16.75 56 26.8125 56
  2757. Q 31.78125 56 36.171875 55.265625
  2758. Q 40.578125 54.546875 44.28125 53.078125
  2759. z
  2760. " id="DejaVuSans-73"/>
  2761. <path d="M 8.015625 75.875
  2762. L 15.828125 75.875
  2763. Q 23.140625 64.359375 26.78125 53.3125
  2764. Q 30.421875 42.28125 30.421875 31.390625
  2765. Q 30.421875 20.453125 26.78125 9.375
  2766. Q 23.140625 -1.703125 15.828125 -13.1875
  2767. L 8.015625 -13.1875
  2768. Q 14.5 -2 17.703125 9.0625
  2769. Q 20.90625 20.125 20.90625 31.390625
  2770. Q 20.90625 42.671875 17.703125 53.65625
  2771. Q 14.5 64.65625 8.015625 75.875
  2772. z
  2773. " id="DejaVuSans-29"/>
  2774. </defs>
  2775. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  2776. <use xlink:href="#DejaVuSans-74"/>
  2777. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  2778. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  2779. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  2780. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  2781. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  2782. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  2783. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  2784. </g>
  2785. </g>
  2786. </g>
  2787. <g id="matplotlib.axis_14"/>
  2788. </g>
  2789. </g>
  2790. <defs>
  2791. <clipPath id="p0fb8bc4465">
  2792. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  2793. </clipPath>
  2794. <clipPath id="p7b915f6507">
  2795. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  2796. </clipPath>
  2797. <clipPath id="pb2f68863cf">
  2798. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  2799. </clipPath>
  2800. <clipPath id="pdbe693cf2b">
  2801. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  2802. </clipPath>
  2803. <clipPath id="p8293cbe341">
  2804. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  2805. </clipPath>
  2806. <clipPath id="p08a365fae5">
  2807. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  2808. </clipPath>
  2809. <clipPath id="p4bfe79baac">
  2810. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  2811. </clipPath>
  2812. </defs>
  2813. </svg>