sub-01_ses-02_task-highspeed_rec-prenorm_run-02_carpetplot.svg 433 KB

12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989910010110210310410510610710810911011111211311411511611711811912012112212312412512612712812913013113213313413513613713813914014114214314414514614714814915015115215315415515615715815916016116216316416516616716816917017117217317417517617717817918018118218318418518618718818919019119219319419519619719819920020120220320420520620720820921021121221321421521621721821922022122222322422522622722822923023123223323423523623723823924024124224324424524624724824925025125225325425525625725825926026126226326426526626726826927027127227327427527627727827928028128228328428528628728828929029129229329429529629729829930030130230330430530630730830931031131231331431531631731831932032132232332432532632732832933033133233333433533633733833934034134234334434534634734834935035135235335435535635735835936036136236336436536636736836937037137237337437537637737837938038138238338438538638738838939039139239339439539639739839940040140240340440540640740840941041141241341441541641741841942042142242342442542642742842943043143243343443543643743843944044144244344444544644744844945045145245345445545645745845946046146246346446546646746846947047147247347447547647747847948048148248348448548648748848949049149249349449549649749849950050150250350450550650750850951051151251351451551651751851952052152252352452552652752852953053153253353453553653753853954054154254354454554654754854955055155255355455555655755855956056156256356456556656756856957057157257357457557657757857958058158258358458558658758858959059159259359459559659759859960060160260360460560660760860961061161261361461561661761861962062162262362462562662762862963063163263363463563663763863964064164264364464564664764864965065165265365465565665765865966066166266366466566666766866967067167267367467567667767867968068168268368468568668768868969069169269369469569669769869970070170270370470570670770870971071171271371471571671771871972072172272372472572672772872973073173273373473573673773873974074174274374474574674774874975075175275375475575675775875976076176276376476576676776876977077177277377477577677777877978078178278378478578678778878979079179279379479579679779879980080180280380480580680780880981081181281381481581681781881982082182282382482582682782882983083183283383483583683783883984084184284384484584684784884985085185285385485585685785885986086186286386486586686786886987087187287387487587687787887988088188288388488588688788888989089189289389489589689789889990090190290390490590690790890991091191291391491591691791891992092192292392492592692792892993093193293393493593693793893994094194294394494594694794894995095195295395495595695795895996096196296396496596696796896997097197297397497597697797897998098198298398498598698798898999099199299399499599699799899910001001100210031004100510061007100810091010101110121013101410151016101710181019102010211022102310241025102610271028102910301031103210331034103510361037103810391040104110421043104410451046104710481049105010511052105310541055105610571058105910601061106210631064106510661067106810691070107110721073107410751076107710781079108010811082108310841085108610871088108910901091109210931094109510961097109810991100110111021103110411051106110711081109111011111112111311141115111611171118111911201121112211231124112511261127112811291130113111321133113411351136113711381139114011411142114311441145114611471148114911501151115211531154115511561157115811591160116111621163116411651166116711681169117011711172117311741175117611771178117911801181118211831184118511861187118811891190119111921193119411951196119711981199120012011202120312041205120612071208120912101211121212131214121512161217121812191220122112221223122412251226122712281229123012311232123312341235123612371238123912401241124212431244124512461247124812491250125112521253125412551256125712581259126012611262126312641265126612671268126912701271127212731274127512761277127812791280128112821283128412851286128712881289129012911292129312941295129612971298129913001301130213031304130513061307130813091310131113121313131413151316131713181319132013211322132313241325132613271328132913301331133213331334133513361337133813391340134113421343134413451346134713481349135013511352135313541355135613571358135913601361136213631364136513661367136813691370137113721373137413751376137713781379138013811382138313841385138613871388138913901391139213931394139513961397139813991400140114021403140414051406140714081409141014111412141314141415141614171418141914201421142214231424142514261427142814291430143114321433143414351436143714381439144014411442144314441445144614471448144914501451145214531454145514561457145814591460146114621463146414651466146714681469147014711472147314741475147614771478147914801481148214831484148514861487148814891490149114921493149414951496149714981499150015011502150315041505150615071508150915101511151215131514151515161517151815191520152115221523152415251526152715281529153015311532153315341535153615371538153915401541154215431544154515461547154815491550155115521553155415551556155715581559156015611562156315641565156615671568156915701571157215731574157515761577157815791580158115821583158415851586158715881589159015911592159315941595159615971598159916001601160216031604160516061607160816091610161116121613161416151616161716181619162016211622162316241625162616271628162916301631163216331634163516361637163816391640164116421643164416451646164716481649165016511652165316541655165616571658165916601661166216631664166516661667166816691670167116721673167416751676167716781679168016811682168316841685168616871688168916901691169216931694169516961697169816991700170117021703170417051706170717081709171017111712171317141715171617171718171917201721172217231724172517261727172817291730173117321733173417351736173717381739174017411742174317441745174617471748174917501751175217531754175517561757175817591760176117621763176417651766176717681769177017711772177317741775177617771778177917801781178217831784178517861787178817891790179117921793179417951796179717981799180018011802180318041805180618071808180918101811181218131814181518161817181818191820182118221823182418251826182718281829183018311832183318341835183618371838183918401841184218431844184518461847184818491850185118521853185418551856185718581859186018611862186318641865186618671868186918701871187218731874187518761877187818791880188118821883188418851886188718881889189018911892189318941895189618971898189919001901190219031904190519061907190819091910191119121913191419151916191719181919192019211922192319241925192619271928192919301931193219331934193519361937193819391940194119421943194419451946194719481949195019511952195319541955195619571958195919601961196219631964196519661967196819691970197119721973197419751976197719781979198019811982198319841985198619871988198919901991199219931994199519961997199819992000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024202520262027202820292030203120322033203420352036203720382039204020412042204320442045204620472048204920502051205220532054205520562057205820592060206120622063206420652066206720682069207020712072207320742075207620772078207920802081208220832084208520862087208820892090209120922093209420952096209720982099210021012102210321042105210621072108210921102111211221132114211521162117211821192120212121222123212421252126212721282129213021312132213321342135213621372138213921402141214221432144214521462147214821492150215121522153215421552156215721582159216021612162216321642165216621672168216921702171217221732174217521762177217821792180218121822183218421852186218721882189219021912192219321942195219621972198219922002201220222032204220522062207220822092210221122122213221422152216221722182219222022212222222322242225222622272228222922302231223222332234223522362237223822392240224122422243224422452246224722482249225022512252225322542255225622572258225922602261226222632264226522662267226822692270227122722273227422752276227722782279228022812282228322842285228622872288228922902291229222932294229522962297229822992300230123022303230423052306230723082309231023112312231323142315231623172318231923202321232223232324232523262327232823292330233123322333233423352336233723382339234023412342234323442345234623472348234923502351235223532354235523562357235823592360236123622363236423652366236723682369237023712372237323742375237623772378237923802381238223832384238523862387238823892390239123922393239423952396239723982399240024012402240324042405240624072408240924102411241224132414241524162417241824192420242124222423242424252426242724282429243024312432243324342435243624372438243924402441244224432444244524462447244824492450245124522453245424552456245724582459246024612462246324642465246624672468246924702471247224732474247524762477247824792480248124822483248424852486248724882489249024912492249324942495249624972498249925002501250225032504250525062507250825092510251125122513251425152516251725182519252025212522252325242525252625272528252925302531253225332534253525362537253825392540254125422543254425452546254725482549255025512552255325542555255625572558255925602561256225632564256525662567256825692570257125722573257425752576257725782579258025812582258325842585258625872588258925902591259225932594259525962597259825992600260126022603260426052606260726082609261026112612261326142615261626172618261926202621262226232624262526262627262826292630263126322633263426352636263726382639264026412642264326442645264626472648264926502651265226532654265526562657265826592660266126622663266426652666266726682669267026712672267326742675267626772678267926802681268226832684268526862687268826892690269126922693269426952696269726982699270027012702270327042705270627072708270927102711271227132714271527162717271827192720272127222723272427252726272727282729273027312732273327342735273627372738273927402741274227432744274527462747274827492750275127522753275427552756275727582759276027612762276327642765276627672768276927702771277227732774277527762777277827792780278127822783278427852786278727882789279027912792279327942795279627972798279928002801280228032804280528062807280828092810281128122813281428152816281728182819282028212822282328242825282628272828282928302831283228332834283528362837283828392840284128422843284428452846284728482849285028512852285328542855285628572858285928602861286228632864286528662867286828692870287128722873287428752876287728782879288028812882288328842885288628872888288928902891289228932894289528962897289828992900290129022903290429052906290729082909291029112912291329142915291629172918291929202921292229232924292529262927292829292930293129322933293429352936293729382939294029412942294329442945294629472948294929502951295229532954295529562957295829592960296129622963296429652966296729682969297029712972297329742975297629772978297929802981298229832984298529862987298829892990299129922993299429952996299729982999300030013002300330043005300630073008300930103011301230133014301530163017301830193020302130223023302430253026302730283029303030313032303330343035303630373038303930403041304230433044304530463047304830493050305130523053305430553056305730583059306030613062306330643065306630673068306930703071307230733074307530763077307830793080308130823083308430853086308730883089309030913092309330943095309630973098309931003101310231033104310531063107310831093110311131123113311431153116311731183119312031213122312331243125312631273128312931303131313231333134313531363137313831393140314131423143314431453146314731483149315031513152315331543155315631573158315931603161316231633164316531663167316831693170317131723173317431753176317731783179318031813182318331843185318631873188318931903191319231933194319531963197319831993200320132023203320432053206320732083209321032113212321332143215321632173218321932203221322232233224322532263227322832293230323132323233323432353236323732383239324032413242324332443245324632473248324932503251325232533254325532563257325832593260326132623263326432653266326732683269327032713272327332743275327632773278327932803281328232833284328532863287328832893290329132923293329432953296329732983299330033013302330333043305330633073308330933103311331233133314331533163317331833193320332133223323332433253326332733283329333033313332333333343335333633373338333933403341334233433344334533463347334833493350335133523353335433553356335733583359336033613362336333643365336633673368336933703371
  1. <?xml version="1.0" encoding="utf-8" standalone="no"?>
  2. <!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
  3. "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
  4. <!-- Created with matplotlib (http://matplotlib.org/) -->
  5. <svg height="309.883863pt" version="1.1" viewBox="0 0 384.281346 309.883863" width="384.281346pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
  6. <defs>
  7. <style type="text/css">
  8. *{stroke-linecap:butt;stroke-linejoin:round;}
  9. </style>
  10. </defs>
  11. <g id="figure_1">
  12. <g id="patch_1">
  13. <path d="M 0 309.883863
  14. L 384.281346 309.883863
  15. L 384.281346 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. </g>
  36. <g id="matplotlib.axis_2"/>
  37. <g id="line2d_1">
  38. <path clip-path="url(#pcb41cb0beb)" d="M 18.697188 23.220821
  39. L 372.281346 23.220821
  40. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  41. </g>
  42. <g id="line2d_2">
  43. <path clip-path="url(#pcb41cb0beb)" d="M 18.697188 23.379117
  44. L 20.03399 23.877821
  45. L 21.370792 24.19745
  46. L 22.039193 24.200575
  47. L 22.707594 24.359062
  48. L 24.044396 24.518125
  49. L 26.049599 24.733179
  50. L 26.718 24.842676
  51. L 28.054802 23.878887
  52. L 28.723203 23.779139
  53. L 29.391604 23.925912
  54. L 30.060005 24.290624
  55. L 30.728407 24.361978
  56. L 31.396808 24.665326
  57. L 32.065209 24.60437
  58. L 33.402011 23.68792
  59. L 34.070412 23.823229
  60. L 35.407214 24.636358
  61. L 36.075615 24.820459
  62. L 36.744016 24.681608
  63. L 38.080818 23.915995
  64. L 38.749219 23.906569
  65. L 40.086021 24.453919
  66. L 40.754422 24.471695
  67. L 41.422823 24.718852
  68. L 42.759626 24.721945
  69. L 44.764829 24.304063
  70. L 47.438433 24.033424
  71. L 48.775235 24.109878
  72. L 50.112037 23.977766
  73. L 50.780438 24.017372
  74. L 51.448839 24.264655
  75. L 52.11724 24.246692
  76. L 52.785641 23.921419
  77. L 54.790845 23.68119
  78. L 55.459246 23.730483
  79. L 56.127647 24.046884
  80. L 57.464449 24.233305
  81. L 59.469652 23.526307
  82. L 60.138053 23.511719
  83. L 61.474855 23.641291
  84. L 62.143256 23.565349
  85. L 62.811657 23.751154
  86. L 63.480058 23.698986
  87. L 66.822064 24.246984
  88. L 69.495668 24.129367
  89. L 70.83247 24.001645
  90. L 72.169272 23.990421
  91. L 74.174475 24.097567
  92. L 76.848079 24.027885
  93. L 78.184881 24.108258
  94. L 79.521684 24.15961
  95. L 80.858486 23.957838
  96. L 82.195288 24.261907
  97. L 82.863689 24.08996
  98. L 84.200491 23.496827
  99. L 84.868892 23.505491
  100. L 85.537293 23.922318
  101. L 86.205694 24.15613
  102. L 87.542496 24.031292
  103. L 88.879298 23.93467
  104. L 91.552903 24.17772
  105. L 92.889705 24.101946
  106. L 94.226507 24.062486
  107. L 94.894908 24.063698
  108. L 95.563309 23.91774
  109. L 97.568512 23.945621
  110. L 100.242116 24.123797
  111. L 102.915721 24.053081
  112. L 104.920924 24.062131
  113. L 108.93133 23.940835
  114. L 109.599731 23.995438
  115. L 112.273335 23.731737
  116. L 112.941736 23.751091
  117. L 113.610137 23.909506
  118. L 116.283742 23.999315
  119. L 118.288945 24.070564
  120. L 118.957346 23.633443
  121. L 120.962549 23.814837
  122. L 121.63095 24.023089
  123. L 122.299351 23.874247
  124. L 123.636153 24.268679
  125. L 124.304554 24.211119
  126. L 126.309757 23.619544
  127. L 127.64656 23.752387
  128. L 128.314961 23.94513
  129. L 129.651763 24.097734
  130. L 130.988565 23.637111
  131. L 134.998971 23.919214
  132. L 137.004174 23.890392
  133. L 139.009378 23.960032
  134. L 140.34618 24.013381
  135. L 141.682982 23.772765
  136. L 143.019784 23.907196
  137. L 143.688185 24.039569
  138. L 144.356586 23.861978
  139. L 147.698591 23.891688
  140. L 149.035393 23.697931
  141. L 149.703794 23.791721
  142. L 152.377399 23.476471
  143. L 154.382602 23.874362
  144. L 155.719404 23.848581
  145. L 157.724607 23.612647
  146. L 159.061409 23.826594
  147. L 159.72981 23.949384
  148. L 161.735013 23.927929
  149. L 163.071816 24.041011
  150. L 163.740217 23.814921
  151. L 164.408618 23.727641
  152. L 167.082222 23.936958
  153. L 169.087425 24.039255
  154. L 170.424227 23.647237
  155. L 171.092628 23.487328
  156. L 171.761029 23.476147
  157. L 174.434633 23.807271
  158. L 178.44504 23.751436
  159. L 179.113441 23.590033
  160. L 180.450243 23.72436
  161. L 182.455446 23.971162
  162. L 183.123847 23.851497
  163. L 184.460649 24.14128
  164. L 185.797451 23.757048
  165. L 186.465852 23.343199
  166. L 187.134254 23.281543
  167. L 188.471056 23.488321
  168. L 189.139457 23.633265
  169. L 189.807858 23.638198
  170. L 190.476259 23.34762
  171. L 191.14466 23.251781
  172. L 191.813061 23.491885
  173. L 192.481462 23.50524
  174. L 193.818264 23.938463
  175. L 195.823467 24.156214
  176. L 197.82867 24.104569
  177. L 199.833874 23.746775
  178. L 203.84428 23.659088
  179. L 205.849483 23.329342
  180. L 208.523087 23.969584
  181. L 209.191488 23.895063
  182. L 210.52829 23.492647
  183. L 215.875499 23.721287
  184. L 216.5439 23.785995
  185. L 217.880702 23.512377
  186. L 219.217504 23.516213
  187. L 221.891108 23.51523
  188. L 223.896312 23.174669
  189. L 225.233114 23.290175
  190. L 225.901515 23.379712
  191. L 226.569916 23.59368
  192. L 228.575119 23.597724
  193. L 230.580322 23.88384
  194. L 231.248723 23.858059
  195. L 232.585525 23.432245
  196. L 236.595932 23.724569
  197. L 238.601135 23.507445
  198. L 239.269536 23.478456
  199. L 240.606338 23.927804
  200. L 241.274739 23.853921
  201. L 242.611541 23.137101
  202. L 246.621947 23.641855
  203. L 247.95875 23.337305
  204. L 249.295552 23.43862
  205. L 250.632354 23.621206
  206. L 253.305958 23.942079
  207. L 256.647963 23.619701
  208. L 257.984765 23.704922
  209. L 259.989969 23.541627
  210. L 261.995172 23.449363
  211. L 262.663573 23.327472
  212. L 266.005578 23.688515
  213. L 266.673979 23.80816
  214. L 269.347583 23.499513
  215. L 274.694792 23.401334
  216. L 276.031594 23.482678
  217. L 278.036797 23.704818
  218. L 279.373599 23.60321
  219. L 280.042 23.562967
  220. L 280.710401 23.353932
  221. L 282.047203 23.562716
  222. L 284.720808 23.442016
  223. L 285.389209 23.32278
  224. L 286.05761 23.3525
  225. L 287.394412 23.578976
  226. L 290.068016 23.258992
  227. L 291.404818 23.791366
  228. L 292.073219 23.840179
  229. L 293.410021 23.034877
  230. L 294.078422 22.920155
  231. L 294.746823 23.049141
  232. L 296.083626 23.664386
  233. L 296.752027 23.759065
  234. L 298.088829 23.339563
  235. L 299.425631 23.25454
  236. L 302.767636 23.950951
  237. L 304.772839 23.628427
  238. L 305.44124 23.415912
  239. L 306.109641 23.385564
  240. L 307.446444 23.483462
  241. L 310.788449 23.640507
  242. L 311.45685 23.294062
  243. L 312.125251 23.152535
  244. L 314.130454 23.716846
  245. L 316.135657 23.276621
  246. L 316.804058 23.256504
  247. L 317.472459 23.39615
  248. L 318.14086 23.772765
  249. L 318.809261 23.762952
  250. L 320.146064 22.673854
  251. L 320.814465 22.605374
  252. L 322.151267 23.043676
  253. L 322.819668 23.468821
  254. L 323.488069 23.66169
  255. L 324.15647 23.621237
  256. L 324.824871 23.316165
  257. L 325.493272 23.177658
  258. L 326.830074 23.245699
  259. L 327.498475 23.41959
  260. L 328.166876 23.267164
  261. L 329.503678 23.385585
  262. L 331.508882 23.726951
  263. L 334.182486 23.685255
  264. L 334.850887 23.449018
  265. L 336.85609 23.546121
  266. L 337.524491 23.62873
  267. L 338.192892 23.509263
  268. L 340.198095 23.554523
  269. L 341.534897 23.431911
  270. L 344.208502 23.399578
  271. L 344.876903 23.204807
  272. L 346.213705 23.355426
  273. L 347.550507 23.63662
  274. L 348.887309 23.621112
  275. L 350.224111 23.404124
  276. L 351.560913 23.274865
  277. L 352.897715 23.151929
  278. L 353.566116 23.165379
  279. L 354.234517 23.026726
  280. L 357.576523 23.478968
  281. L 358.913325 23.422224
  282. L 360.250127 23.118687
  283. L 361.586929 23.154019
  284. L 362.923731 23.263433
  285. L 364.928934 23.259389
  286. L 365.597335 23.228895
  287. L 366.265736 23.351162
  288. L 366.934137 23.355823
  289. L 368.27094 23.182047
  290. L 372.281346 23.266411
  291. L 372.281346 23.266411
  292. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  293. </g>
  294. <g id="text_1">
  295. <g id="patch_3">
  296. <path d="M 18.697188 25.935276
  297. L 29.974688 25.935276
  298. Q 32.374688 25.935276 32.374688 23.535276
  299. L 32.374688 15.792776
  300. Q 32.374688 13.392776 29.974688 13.392776
  301. L 18.697188 13.392776
  302. Q 16.297188 13.392776 16.297188 15.792776
  303. L 16.297188 23.535276
  304. Q 16.297188 25.935276 18.697188 25.935276
  305. z
  306. " style="fill:#ffffff;opacity:0.8;"/>
  307. </g>
  308. <!-- GS -->
  309. <defs>
  310. <path d="M 59.515625 10.40625
  311. L 59.515625 29.984375
  312. L 43.40625 29.984375
  313. L 43.40625 38.09375
  314. L 69.28125 38.09375
  315. L 69.28125 6.78125
  316. Q 63.578125 2.734375 56.6875 0.65625
  317. Q 49.8125 -1.421875 42 -1.421875
  318. Q 24.90625 -1.421875 15.25 8.5625
  319. Q 5.609375 18.5625 5.609375 36.375
  320. Q 5.609375 54.25 15.25 64.234375
  321. Q 24.90625 74.21875 42 74.21875
  322. Q 49.125 74.21875 55.546875 72.453125
  323. Q 61.96875 70.703125 67.390625 67.28125
  324. L 67.390625 56.78125
  325. Q 61.921875 61.421875 55.765625 63.765625
  326. Q 49.609375 66.109375 42.828125 66.109375
  327. Q 29.4375 66.109375 22.71875 58.640625
  328. Q 16.015625 51.171875 16.015625 36.375
  329. Q 16.015625 21.625 22.71875 14.15625
  330. Q 29.4375 6.6875 42.828125 6.6875
  331. Q 48.046875 6.6875 52.140625 7.59375
  332. Q 56.25 8.5 59.515625 10.40625
  333. z
  334. " id="DejaVuSans-47"/>
  335. <path d="M 53.515625 70.515625
  336. L 53.515625 60.890625
  337. Q 47.90625 63.578125 42.921875 64.890625
  338. Q 37.9375 66.21875 33.296875 66.21875
  339. Q 25.25 66.21875 20.875 63.09375
  340. Q 16.5 59.96875 16.5 54.203125
  341. Q 16.5 49.359375 19.40625 46.890625
  342. Q 22.3125 44.4375 30.421875 42.921875
  343. L 36.375 41.703125
  344. Q 47.40625 39.59375 52.65625 34.296875
  345. Q 57.90625 29 57.90625 20.125
  346. Q 57.90625 9.515625 50.796875 4.046875
  347. Q 43.703125 -1.421875 29.984375 -1.421875
  348. Q 24.8125 -1.421875 18.96875 -0.25
  349. Q 13.140625 0.921875 6.890625 3.21875
  350. L 6.890625 13.375
  351. Q 12.890625 10.015625 18.65625 8.296875
  352. Q 24.421875 6.59375 29.984375 6.59375
  353. Q 38.421875 6.59375 43.015625 9.90625
  354. Q 47.609375 13.234375 47.609375 19.390625
  355. Q 47.609375 24.75 44.3125 27.78125
  356. Q 41.015625 30.8125 33.5 32.328125
  357. L 27.484375 33.5
  358. Q 16.453125 35.6875 11.515625 40.375
  359. Q 6.59375 45.0625 6.59375 53.421875
  360. Q 6.59375 63.09375 13.40625 68.65625
  361. Q 20.21875 74.21875 32.171875 74.21875
  362. Q 37.3125 74.21875 42.625 73.28125
  363. Q 47.953125 72.359375 53.515625 70.515625
  364. z
  365. " id="DejaVuSans-53"/>
  366. </defs>
  367. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  368. <use xlink:href="#DejaVuSans-47"/>
  369. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  370. </g>
  371. </g>
  372. <g id="text_2">
  373. <g id="patch_4">
  374. <path d="M 280.129663 22.799651
  375. L 365.209663 22.799651
  376. Q 366.409663 22.799651 366.409663 21.599651
  377. L 366.409663 17.728401
  378. Q 366.409663 16.528401 365.209663 16.528401
  379. L 280.129663 16.528401
  380. Q 278.929663 16.528401 278.929663 17.728401
  381. L 278.929663 21.599651
  382. Q 278.929663 22.799651 280.129663 22.799651
  383. z
  384. " style="fill:#ffffff;opacity:0.8;"/>
  385. </g>
  386. <!-- max: 619.415 $\bullet$ mean: 612.858 $\bullet$ $\sigma$: 2.003 -->
  387. <defs>
  388. <path d="M 52 44.1875
  389. Q 55.375 50.25 60.0625 53.125
  390. Q 64.75 56 71.09375 56
  391. Q 79.640625 56 84.28125 50.015625
  392. Q 88.921875 44.046875 88.921875 33.015625
  393. L 88.921875 0
  394. L 79.890625 0
  395. L 79.890625 32.71875
  396. Q 79.890625 40.578125 77.09375 44.375
  397. Q 74.3125 48.1875 68.609375 48.1875
  398. Q 61.625 48.1875 57.5625 43.546875
  399. Q 53.515625 38.921875 53.515625 30.90625
  400. L 53.515625 0
  401. L 44.484375 0
  402. L 44.484375 32.71875
  403. Q 44.484375 40.625 41.703125 44.40625
  404. Q 38.921875 48.1875 33.109375 48.1875
  405. Q 26.21875 48.1875 22.15625 43.53125
  406. Q 18.109375 38.875 18.109375 30.90625
  407. L 18.109375 0
  408. L 9.078125 0
  409. L 9.078125 54.6875
  410. L 18.109375 54.6875
  411. L 18.109375 46.1875
  412. Q 21.1875 51.21875 25.484375 53.609375
  413. Q 29.78125 56 35.6875 56
  414. Q 41.65625 56 45.828125 52.96875
  415. Q 50 49.953125 52 44.1875
  416. z
  417. " id="DejaVuSans-6d"/>
  418. <path d="M 34.28125 27.484375
  419. Q 23.390625 27.484375 19.1875 25
  420. Q 14.984375 22.515625 14.984375 16.5
  421. Q 14.984375 11.71875 18.140625 8.90625
  422. Q 21.296875 6.109375 26.703125 6.109375
  423. Q 34.1875 6.109375 38.703125 11.40625
  424. Q 43.21875 16.703125 43.21875 25.484375
  425. L 43.21875 27.484375
  426. z
  427. M 52.203125 31.203125
  428. L 52.203125 0
  429. L 43.21875 0
  430. L 43.21875 8.296875
  431. Q 40.140625 3.328125 35.546875 0.953125
  432. Q 30.953125 -1.421875 24.3125 -1.421875
  433. Q 15.921875 -1.421875 10.953125 3.296875
  434. Q 6 8.015625 6 15.921875
  435. Q 6 25.140625 12.171875 29.828125
  436. Q 18.359375 34.515625 30.609375 34.515625
  437. L 43.21875 34.515625
  438. L 43.21875 35.40625
  439. Q 43.21875 41.609375 39.140625 45
  440. Q 35.0625 48.390625 27.6875 48.390625
  441. Q 23 48.390625 18.546875 47.265625
  442. Q 14.109375 46.140625 10.015625 43.890625
  443. L 10.015625 52.203125
  444. Q 14.9375 54.109375 19.578125 55.046875
  445. Q 24.21875 56 28.609375 56
  446. Q 40.484375 56 46.34375 49.84375
  447. Q 52.203125 43.703125 52.203125 31.203125
  448. z
  449. " id="DejaVuSans-61"/>
  450. <path d="M 54.890625 54.6875
  451. L 35.109375 28.078125
  452. L 55.90625 0
  453. L 45.3125 0
  454. L 29.390625 21.484375
  455. L 13.484375 0
  456. L 2.875 0
  457. L 24.125 28.609375
  458. L 4.6875 54.6875
  459. L 15.28125 54.6875
  460. L 29.78125 35.203125
  461. L 44.28125 54.6875
  462. z
  463. " id="DejaVuSans-78"/>
  464. <path d="M 11.71875 12.40625
  465. L 22.015625 12.40625
  466. L 22.015625 0
  467. L 11.71875 0
  468. z
  469. M 11.71875 51.703125
  470. L 22.015625 51.703125
  471. L 22.015625 39.3125
  472. L 11.71875 39.3125
  473. z
  474. " id="DejaVuSans-3a"/>
  475. <path id="DejaVuSans-20"/>
  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 12.40625 8.296875
  507. L 28.515625 8.296875
  508. L 28.515625 63.921875
  509. L 10.984375 60.40625
  510. L 10.984375 69.390625
  511. L 28.421875 72.90625
  512. L 38.28125 72.90625
  513. L 38.28125 8.296875
  514. L 54.390625 8.296875
  515. L 54.390625 0
  516. L 12.40625 0
  517. z
  518. " id="DejaVuSans-31"/>
  519. <path d="M 10.984375 1.515625
  520. L 10.984375 10.5
  521. Q 14.703125 8.734375 18.5 7.8125
  522. Q 22.3125 6.890625 25.984375 6.890625
  523. Q 35.75 6.890625 40.890625 13.453125
  524. Q 46.046875 20.015625 46.78125 33.40625
  525. Q 43.953125 29.203125 39.59375 26.953125
  526. Q 35.25 24.703125 29.984375 24.703125
  527. Q 19.046875 24.703125 12.671875 31.3125
  528. Q 6.296875 37.9375 6.296875 49.421875
  529. Q 6.296875 60.640625 12.9375 67.421875
  530. Q 19.578125 74.21875 30.609375 74.21875
  531. Q 43.265625 74.21875 49.921875 64.515625
  532. Q 56.59375 54.828125 56.59375 36.375
  533. Q 56.59375 19.140625 48.40625 8.859375
  534. Q 40.234375 -1.421875 26.421875 -1.421875
  535. Q 22.703125 -1.421875 18.890625 -0.6875
  536. Q 15.09375 0.046875 10.984375 1.515625
  537. z
  538. M 30.609375 32.421875
  539. Q 37.25 32.421875 41.125 36.953125
  540. Q 45.015625 41.5 45.015625 49.421875
  541. Q 45.015625 57.28125 41.125 61.84375
  542. Q 37.25 66.40625 30.609375 66.40625
  543. Q 23.96875 66.40625 20.09375 61.84375
  544. Q 16.21875 57.28125 16.21875 49.421875
  545. Q 16.21875 41.5 20.09375 36.953125
  546. Q 23.96875 32.421875 30.609375 32.421875
  547. z
  548. " id="DejaVuSans-39"/>
  549. <path d="M 10.6875 12.40625
  550. L 21 12.40625
  551. L 21 0
  552. L 10.6875 0
  553. z
  554. " id="DejaVuSans-2e"/>
  555. <path d="M 37.796875 64.3125
  556. L 12.890625 25.390625
  557. L 37.796875 25.390625
  558. z
  559. M 35.203125 72.90625
  560. L 47.609375 72.90625
  561. L 47.609375 25.390625
  562. L 58.015625 25.390625
  563. L 58.015625 17.1875
  564. L 47.609375 17.1875
  565. L 47.609375 0
  566. L 37.796875 0
  567. L 37.796875 17.1875
  568. L 4.890625 17.1875
  569. L 4.890625 26.703125
  570. z
  571. " id="DejaVuSans-34"/>
  572. <path d="M 10.796875 72.90625
  573. L 49.515625 72.90625
  574. L 49.515625 64.59375
  575. L 19.828125 64.59375
  576. L 19.828125 46.734375
  577. Q 21.96875 47.46875 24.109375 47.828125
  578. Q 26.265625 48.1875 28.421875 48.1875
  579. Q 40.625 48.1875 47.75 41.5
  580. Q 54.890625 34.8125 54.890625 23.390625
  581. Q 54.890625 11.625 47.5625 5.09375
  582. Q 40.234375 -1.421875 26.90625 -1.421875
  583. Q 22.3125 -1.421875 17.546875 -0.640625
  584. Q 12.796875 0.140625 7.71875 1.703125
  585. L 7.71875 11.625
  586. Q 12.109375 9.234375 16.796875 8.0625
  587. Q 21.484375 6.890625 26.703125 6.890625
  588. Q 35.15625 6.890625 40.078125 11.328125
  589. Q 45.015625 15.765625 45.015625 23.390625
  590. Q 45.015625 31 40.078125 35.4375
  591. Q 35.15625 39.890625 26.703125 39.890625
  592. Q 22.75 39.890625 18.8125 39.015625
  593. Q 14.890625 38.140625 10.796875 36.28125
  594. z
  595. " id="DejaVuSans-35"/>
  596. <path d="M 16.734375 31.203125
  597. Q 16.734375 37.265625 20.953125 41.4375
  598. Q 25.1875 45.609375 31.34375 45.609375
  599. Q 37.390625 45.609375 41.5625 41.4375
  600. Q 45.75 37.265625 45.75 31.203125
  601. Q 45.75 25.109375 41.546875 20.90625
  602. Q 37.34375 16.703125 31.25 16.703125
  603. Q 25.140625 16.703125 20.9375 20.90625
  604. Q 16.734375 25.109375 16.734375 31.203125
  605. z
  606. " id="DejaVuSans-2219"/>
  607. <path d="M 56.203125 29.59375
  608. L 56.203125 25.203125
  609. L 14.890625 25.203125
  610. Q 15.484375 15.921875 20.484375 11.0625
  611. Q 25.484375 6.203125 34.421875 6.203125
  612. Q 39.59375 6.203125 44.453125 7.46875
  613. Q 49.3125 8.734375 54.109375 11.28125
  614. L 54.109375 2.78125
  615. Q 49.265625 0.734375 44.1875 -0.34375
  616. Q 39.109375 -1.421875 33.890625 -1.421875
  617. Q 20.796875 -1.421875 13.15625 6.1875
  618. Q 5.515625 13.8125 5.515625 26.8125
  619. Q 5.515625 40.234375 12.765625 48.109375
  620. Q 20.015625 56 32.328125 56
  621. Q 43.359375 56 49.78125 48.890625
  622. Q 56.203125 41.796875 56.203125 29.59375
  623. z
  624. M 47.21875 32.234375
  625. Q 47.125 39.59375 43.09375 43.984375
  626. Q 39.0625 48.390625 32.421875 48.390625
  627. Q 24.90625 48.390625 20.390625 44.140625
  628. Q 15.875 39.890625 15.1875 32.171875
  629. z
  630. " id="DejaVuSans-65"/>
  631. <path d="M 54.890625 33.015625
  632. L 54.890625 0
  633. L 45.90625 0
  634. L 45.90625 32.71875
  635. Q 45.90625 40.484375 42.875 44.328125
  636. Q 39.84375 48.1875 33.796875 48.1875
  637. Q 26.515625 48.1875 22.3125 43.546875
  638. Q 18.109375 38.921875 18.109375 30.90625
  639. L 18.109375 0
  640. L 9.078125 0
  641. L 9.078125 54.6875
  642. L 18.109375 54.6875
  643. L 18.109375 46.1875
  644. Q 21.34375 51.125 25.703125 53.5625
  645. Q 30.078125 56 35.796875 56
  646. Q 45.21875 56 50.046875 50.171875
  647. Q 54.890625 44.34375 54.890625 33.015625
  648. z
  649. " id="DejaVuSans-6e"/>
  650. <path d="M 19.1875 8.296875
  651. L 53.609375 8.296875
  652. L 53.609375 0
  653. L 7.328125 0
  654. L 7.328125 8.296875
  655. Q 12.9375 14.109375 22.625 23.890625
  656. Q 32.328125 33.6875 34.8125 36.53125
  657. Q 39.546875 41.84375 41.421875 45.53125
  658. Q 43.3125 49.21875 43.3125 52.78125
  659. Q 43.3125 58.59375 39.234375 62.25
  660. Q 35.15625 65.921875 28.609375 65.921875
  661. Q 23.96875 65.921875 18.8125 64.3125
  662. Q 13.671875 62.703125 7.8125 59.421875
  663. L 7.8125 69.390625
  664. Q 13.765625 71.78125 18.9375 73
  665. Q 24.125 74.21875 28.421875 74.21875
  666. Q 39.75 74.21875 46.484375 68.546875
  667. Q 53.21875 62.890625 53.21875 53.421875
  668. Q 53.21875 48.921875 51.53125 44.890625
  669. Q 49.859375 40.875 45.40625 35.40625
  670. Q 44.1875 33.984375 37.640625 27.21875
  671. Q 31.109375 20.453125 19.1875 8.296875
  672. z
  673. " id="DejaVuSans-32"/>
  674. <path d="M 31.78125 34.625
  675. Q 24.75 34.625 20.71875 30.859375
  676. Q 16.703125 27.09375 16.703125 20.515625
  677. Q 16.703125 13.921875 20.71875 10.15625
  678. Q 24.75 6.390625 31.78125 6.390625
  679. Q 38.8125 6.390625 42.859375 10.171875
  680. Q 46.921875 13.96875 46.921875 20.515625
  681. Q 46.921875 27.09375 42.890625 30.859375
  682. Q 38.875 34.625 31.78125 34.625
  683. z
  684. M 21.921875 38.8125
  685. Q 15.578125 40.375 12.03125 44.71875
  686. Q 8.5 49.078125 8.5 55.328125
  687. Q 8.5 64.0625 14.71875 69.140625
  688. Q 20.953125 74.21875 31.78125 74.21875
  689. Q 42.671875 74.21875 48.875 69.140625
  690. Q 55.078125 64.0625 55.078125 55.328125
  691. Q 55.078125 49.078125 51.53125 44.71875
  692. Q 48 40.375 41.703125 38.8125
  693. Q 48.828125 37.15625 52.796875 32.3125
  694. Q 56.78125 27.484375 56.78125 20.515625
  695. Q 56.78125 9.90625 50.3125 4.234375
  696. Q 43.84375 -1.421875 31.78125 -1.421875
  697. Q 19.734375 -1.421875 13.25 4.234375
  698. Q 6.78125 9.90625 6.78125 20.515625
  699. Q 6.78125 27.484375 10.78125 32.3125
  700. Q 14.796875 37.15625 21.921875 38.8125
  701. z
  702. M 18.3125 54.390625
  703. Q 18.3125 48.734375 21.84375 45.5625
  704. Q 25.390625 42.390625 31.78125 42.390625
  705. Q 38.140625 42.390625 41.71875 45.5625
  706. Q 45.3125 48.734375 45.3125 54.390625
  707. Q 45.3125 60.0625 41.71875 63.234375
  708. Q 38.140625 66.40625 31.78125 66.40625
  709. Q 25.390625 66.40625 21.84375 63.234375
  710. Q 18.3125 60.0625 18.3125 54.390625
  711. z
  712. " id="DejaVuSans-38"/>
  713. <path d="M 34.671875 47.5625
  714. Q 27.25 47.5625 22.21875 42.1875
  715. Q 16.890625 36.578125 15.140625 27.296875
  716. Q 13.1875 17.484375 16.3125 11.8125
  717. Q 19.390625 6.203125 26.65625 6.203125
  718. Q 33.84375 6.203125 39.109375 11.859375
  719. Q 44.4375 17.53125 46.34375 27.296875
  720. Q 48.046875 36.234375 45.015625 42.1875
  721. Q 42.1875 47.5625 34.671875 47.5625
  722. z
  723. M 36.078125 54.734375
  724. L 65.921875 54.6875
  725. L 64.15625 45.703125
  726. L 54.109375 45.703125
  727. Q 57.90625 38.09375 55.859375 27.296875
  728. Q 53.21875 13.875 45.0625 6.25
  729. Q 36.859375 -1.421875 25.140625 -1.421875
  730. Q 13.375 -1.421875 8.203125 6.25
  731. Q 3.03125 13.875 5.671875 27.296875
  732. Q 8.25 40.765625 16.40625 48.390625
  733. Q 23.1875 54.734375 36.078125 54.734375
  734. z
  735. " id="DejaVuSans-Oblique-3c3"/>
  736. <path d="M 31.78125 66.40625
  737. Q 24.171875 66.40625 20.328125 58.90625
  738. Q 16.5 51.421875 16.5 36.375
  739. Q 16.5 21.390625 20.328125 13.890625
  740. Q 24.171875 6.390625 31.78125 6.390625
  741. Q 39.453125 6.390625 43.28125 13.890625
  742. Q 47.125 21.390625 47.125 36.375
  743. Q 47.125 51.421875 43.28125 58.90625
  744. Q 39.453125 66.40625 31.78125 66.40625
  745. z
  746. M 31.78125 74.21875
  747. Q 44.046875 74.21875 50.515625 64.515625
  748. Q 56.984375 54.828125 56.984375 36.375
  749. Q 56.984375 17.96875 50.515625 8.265625
  750. Q 44.046875 -1.421875 31.78125 -1.421875
  751. Q 19.53125 -1.421875 13.0625 8.265625
  752. Q 6.59375 17.96875 6.59375 36.375
  753. Q 6.59375 54.828125 13.0625 64.515625
  754. Q 19.53125 74.21875 31.78125 74.21875
  755. z
  756. " id="DejaVuSans-30"/>
  757. <path d="M 40.578125 39.3125
  758. Q 47.65625 37.796875 51.625 33
  759. Q 55.609375 28.21875 55.609375 21.1875
  760. Q 55.609375 10.40625 48.1875 4.484375
  761. Q 40.765625 -1.421875 27.09375 -1.421875
  762. Q 22.515625 -1.421875 17.65625 -0.515625
  763. Q 12.796875 0.390625 7.625 2.203125
  764. L 7.625 11.71875
  765. Q 11.71875 9.328125 16.59375 8.109375
  766. Q 21.484375 6.890625 26.8125 6.890625
  767. Q 36.078125 6.890625 40.9375 10.546875
  768. Q 45.796875 14.203125 45.796875 21.1875
  769. Q 45.796875 27.640625 41.28125 31.265625
  770. Q 36.765625 34.90625 28.71875 34.90625
  771. L 20.21875 34.90625
  772. L 20.21875 43.015625
  773. L 29.109375 43.015625
  774. Q 36.375 43.015625 40.234375 45.921875
  775. Q 44.09375 48.828125 44.09375 54.296875
  776. Q 44.09375 59.90625 40.109375 62.90625
  777. Q 36.140625 65.921875 28.71875 65.921875
  778. Q 24.65625 65.921875 20.015625 65.03125
  779. Q 15.375 64.15625 9.8125 62.3125
  780. L 9.8125 71.09375
  781. Q 15.4375 72.65625 20.34375 73.4375
  782. Q 25.25 74.21875 29.59375 74.21875
  783. Q 40.828125 74.21875 47.359375 69.109375
  784. Q 53.90625 64.015625 53.90625 55.328125
  785. Q 53.90625 49.265625 50.4375 45.09375
  786. Q 46.96875 40.921875 40.578125 39.3125
  787. z
  788. " id="DejaVuSans-33"/>
  789. </defs>
  790. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  791. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  792. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  793. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  794. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  795. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  796. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  797. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
  798. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-39"/>
  799. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  800. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-34"/>
  801. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
  802. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-35"/>
  803. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  804. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  805. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  806. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  807. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  808. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  809. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  810. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  811. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  812. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  813. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
  814. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
  815. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  816. <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-38"/>
  817. <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-35"/>
  818. <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-38"/>
  819. <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
  820. <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
  821. <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
  822. <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  823. <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
  824. <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
  825. <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-32"/>
  826. <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  827. <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-30"/>
  828. <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-30"/>
  829. <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-33"/>
  830. </g>
  831. </g>
  832. <g id="text_3">
  833. <!-- 615.82 -->
  834. <g style="fill:#d3d3d3;" transform="translate(7.2 24.048634)scale(0.03 -0.03)">
  835. <use xlink:href="#DejaVuSans-36"/>
  836. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  837. <use x="127.246094" xlink:href="#DejaVuSans-35"/>
  838. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  839. <use x="222.65625" xlink:href="#DejaVuSans-38"/>
  840. <use x="286.279297" xlink:href="#DejaVuSans-32"/>
  841. </g>
  842. </g>
  843. </g>
  844. <g id="axes_2">
  845. <g id="patch_5">
  846. <path d="M 18.697188 65.2224
  847. L 372.281346 65.2224
  848. L 372.281346 39.675648
  849. L 18.697188 39.675648
  850. z
  851. " style="fill:#ffffff;"/>
  852. </g>
  853. <g id="matplotlib.axis_3">
  854. <g id="xtick_6"/>
  855. <g id="xtick_7"/>
  856. <g id="xtick_8"/>
  857. <g id="xtick_9"/>
  858. <g id="xtick_10"/>
  859. </g>
  860. <g id="matplotlib.axis_4"/>
  861. <g id="line2d_3">
  862. <path clip-path="url(#p8ff31f452c)" d="M 18.697188 50.768669
  863. L 372.281346 50.768669
  864. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  865. </g>
  866. <g id="line2d_4">
  867. <path clip-path="url(#p8ff31f452c)" d="M 18.697188 50.398884
  868. L 19.365589 51.185693
  869. L 20.03399 51.440354
  870. L 20.702391 51.837639
  871. L 23.375995 52.212242
  872. L 24.044396 52.471038
  873. L 24.712797 52.455786
  874. L 25.381198 52.903294
  875. L 26.049599 52.89813
  876. L 26.718 52.543952
  877. L 27.386401 52.826326
  878. L 28.054802 52.418201
  879. L 28.723203 51.825922
  880. L 29.391604 52.086124
  881. L 30.060005 51.477545
  882. L 30.728407 52.396191
  883. L 32.065209 52.420171
  884. L 32.73361 52.652142
  885. L 33.402011 51.843654
  886. L 34.070412 52.5066
  887. L 34.738813 51.635331
  888. L 35.407214 52.502957
  889. L 36.075615 52.628556
  890. L 36.744016 52.262975
  891. L 37.412417 52.664628
  892. L 38.080818 52.290643
  893. L 38.749219 52.257139
  894. L 39.41762 51.669004
  895. L 40.754422 52.430661
  896. L 41.422823 52.092667
  897. L 42.091224 52.59405
  898. L 42.759626 52.39586
  899. L 43.428027 52.47043
  900. L 44.096428 52.40252
  901. L 44.764829 52.181782
  902. L 46.101631 52.063031
  903. L 46.770032 51.582082
  904. L 47.438433 51.854028
  905. L 48.106834 51.654647
  906. L 48.775235 51.684883
  907. L 49.443636 51.953526
  908. L 50.112037 51.643861
  909. L 50.780438 51.917848
  910. L 51.448839 52.056586
  911. L 52.11724 51.878446
  912. L 52.785641 52.2916
  913. L 53.454042 52.031685
  914. L 54.790845 51.13777
  915. L 55.459246 51.4049
  916. L 56.127647 51.257166
  917. L 56.796048 51.677275
  918. L 57.464449 52.505267
  919. L 58.13285 51.593862
  920. L 58.801251 51.66435
  921. L 59.469652 51.490703
  922. L 60.138053 51.081594
  923. L 60.806454 51.334277
  924. L 62.143256 51.110183
  925. L 62.811657 51.443272
  926. L 63.480058 51.136937
  927. L 64.148459 51.461093
  928. L 64.81686 51.188557
  929. L 66.153662 51.759972
  930. L 67.490465 51.761064
  931. L 68.827267 51.883082
  932. L 69.495668 51.740155
  933. L 70.83247 51.945622
  934. L 71.500871 51.395188
  935. L 72.169272 51.661736
  936. L 72.837673 51.607834
  937. L 73.506074 51.390167
  938. L 74.174475 51.770955
  939. L 74.842876 51.526462
  940. L 76.179678 51.573642
  941. L 76.848079 51.429371
  942. L 77.51648 51.88097
  943. L 78.853283 51.47887
  944. L 79.521684 52.117837
  945. L 80.190085 51.516061
  946. L 80.858486 51.767428
  947. L 81.526887 51.78209
  948. L 82.195288 51.543271
  949. L 82.863689 51.883593
  950. L 84.200491 51.501489
  951. L 84.868892 51.486621
  952. L 85.537293 51.124997
  953. L 86.205694 51.781123
  954. L 86.874095 51.856409
  955. L 87.542496 51.757332
  956. L 88.210897 51.801415
  957. L 88.879298 51.515533
  958. L 89.547699 51.889178
  959. L 90.2161 51.384125
  960. L 90.884502 51.773416
  961. L 92.221304 51.598847
  962. L 92.889705 51.846384
  963. L 94.226507 51.619766
  964. L 94.894908 51.759283
  965. L 95.563309 51.395994
  966. L 96.23171 51.525038
  967. L 96.900111 51.392941
  968. L 97.568512 51.614529
  969. L 98.236913 51.501274
  970. L 99.573715 51.76221
  971. L 100.242116 51.434447
  972. L 100.910517 51.429882
  973. L 101.578918 51.569972
  974. L 102.247319 51.310522
  975. L 103.584122 51.444991
  976. L 104.252523 51.612462
  977. L 105.589325 51.477321
  978. L 106.257726 51.786332
  979. L 108.262929 51.216305
  980. L 109.599731 51.530203
  981. L 110.268132 51.2131
  982. L 110.936533 51.476274
  983. L 112.941736 51.366348
  984. L 114.278538 51.6402
  985. L 114.94694 51.63312
  986. L 115.615341 51.275148
  987. L 116.283742 51.461514
  988. L 116.952143 51.38442
  989. L 118.288945 51.63534
  990. L 120.294148 51.151492
  991. L 120.962549 51.574268
  992. L 121.63095 51.57212
  993. L 122.299351 51.335396
  994. L 122.967752 51.861547
  995. L 123.636153 51.927237
  996. L 124.304554 52.120155
  997. L 124.972955 51.96049
  998. L 125.641356 51.45916
  999. L 126.978159 50.969681
  1000. L 127.64656 51.058877
  1001. L 128.314961 51.505901
  1002. L 128.983362 51.427313
  1003. L 129.651763 52.024775
  1004. L 130.988565 51.424986
  1005. L 132.325367 51.24868
  1006. L 132.993768 51.528234
  1007. L 134.33057 51.40174
  1008. L 134.998971 51.574707
  1009. L 135.667372 51.218811
  1010. L 137.004174 51.438591
  1011. L 138.340976 51.355276
  1012. L 139.677779 51.594918
  1013. L 140.34618 51.331315
  1014. L 141.014581 51.434706
  1015. L 141.682982 51.279579
  1016. L 142.351383 51.239425
  1017. L 143.019784 51.63244
  1018. L 143.688185 51.672083
  1019. L 144.356586 51.481833
  1020. L 145.693388 51.539073
  1021. L 146.361789 51.309027
  1022. L 147.03019 51.350944
  1023. L 147.698591 51.516804
  1024. L 148.366992 51.213816
  1025. L 149.035393 51.181844
  1026. L 149.703794 51.321612
  1027. L 150.372195 51.093928
  1028. L 151.040597 51.198376
  1029. L 153.0458 50.972519
  1030. L 154.382602 51.448759
  1031. L 155.051003 51.320511
  1032. L 156.387805 51.674527
  1033. L 157.056206 51.162259
  1034. L 159.061409 51.207139
  1035. L 159.72981 51.425934
  1036. L 160.398211 51.368309
  1037. L 161.066612 51.672531
  1038. L 161.735013 51.225014
  1039. L 163.071816 51.474627
  1040. L 163.740217 51.226876
  1041. L 167.750623 51.590765
  1042. L 168.419024 51.463465
  1043. L 169.087425 51.884219
  1044. L 169.755826 51.724464
  1045. L 170.424227 51.39389
  1046. L 171.092628 51.474842
  1047. L 171.761029 51.052737
  1048. L 172.42943 50.992721
  1049. L 173.097831 51.368774
  1050. L 173.766232 51.255089
  1051. L 174.434633 51.639493
  1052. L 175.103035 51.449824
  1053. L 176.439837 51.74412
  1054. L 177.108238 51.3898
  1055. L 177.776639 51.60556
  1056. L 178.44504 51.507307
  1057. L 179.113441 51.060354
  1058. L 179.781842 51.209869
  1059. L 180.450243 51.010972
  1060. L 181.118644 51.352376
  1061. L 182.455446 51.598695
  1062. L 183.123847 51.812603
  1063. L 183.792248 51.82176
  1064. L 184.460649 51.612229
  1065. L 185.797451 51.906766
  1066. L 186.465852 51.306064
  1067. L 187.134254 51.296961
  1068. L 187.802655 51.013487
  1069. L 188.471056 51.167567
  1070. L 190.476259 51.1777
  1071. L 191.14466 51.35652
  1072. L 191.813061 50.898379
  1073. L 192.481462 51.120915
  1074. L 193.149863 51.476301
  1075. L 193.818264 51.272275
  1076. L 194.486665 51.838605
  1077. L 195.155066 51.471297
  1078. L 195.823467 51.813767
  1079. L 196.491868 51.81306
  1080. L 197.160269 51.677893
  1081. L 198.497071 51.644586
  1082. L 199.165473 51.384939
  1083. L 199.833874 51.490085
  1084. L 200.502275 51.168212
  1085. L 201.170676 51.416285
  1086. L 202.507478 51.27103
  1087. L 203.175879 51.609275
  1088. L 203.84428 51.209968
  1089. L 205.181082 51.279856
  1090. L 205.849483 50.863801
  1091. L 206.517884 50.974667
  1092. L 207.186285 50.786448
  1093. L 208.523087 51.37205
  1094. L 209.191488 51.323026
  1095. L 209.859889 51.658935
  1096. L 210.52829 51.317432
  1097. L 211.196692 51.219223
  1098. L 211.865093 51.406198
  1099. L 212.533494 51.041414
  1100. L 213.201895 51.37214
  1101. L 213.870296 51.03581
  1102. L 214.538697 51.30269
  1103. L 215.207098 51.35098
  1104. L 215.875499 51.140384
  1105. L 216.5439 51.536755
  1106. L 217.212301 51.173931
  1107. L 217.880702 51.324073
  1108. L 219.217504 51.03616
  1109. L 219.885905 51.28622
  1110. L 220.554306 51.127816
  1111. L 221.222707 51.33613
  1112. L 221.891108 51.311354
  1113. L 222.559509 51.130251
  1114. L 223.227911 51.090796
  1115. L 223.896312 50.69463
  1116. L 224.564713 50.895747
  1117. L 225.233114 50.710249
  1118. L 225.901515 50.931246
  1119. L 227.238317 50.985578
  1120. L 227.906718 51.387589
  1121. L 228.575119 51.098055
  1122. L 229.911921 51.551542
  1123. L 230.580322 51.416169
  1124. L 231.248723 51.668924
  1125. L 231.917124 51.496933
  1126. L 232.585525 51.109243
  1127. L 233.253926 51.397309
  1128. L 233.922327 50.841335
  1129. L 234.590728 51.18162
  1130. L 235.25913 51.05936
  1131. L 236.595932 51.247409
  1132. L 237.264333 51.148699
  1133. L 237.932734 51.520053
  1134. L 239.269536 51.052343
  1135. L 240.606338 51.202198
  1136. L 241.274739 51.748927
  1137. L 242.611541 51.154132
  1138. L 243.279942 51.065411
  1139. L 243.948343 50.768842
  1140. L 244.616744 51.234063
  1141. L 245.285145 51.043293
  1142. L 246.621947 51.394195
  1143. L 247.95875 50.911554
  1144. L 248.627151 50.825438
  1145. L 249.295552 50.989964
  1146. L 249.963953 50.832491
  1147. L 250.632354 50.840055
  1148. L 251.300755 51.25226
  1149. L 251.969156 51.067872
  1150. L 253.305958 51.660573
  1151. L 253.974359 51.318049
  1152. L 254.64276 51.412132
  1153. L 256.647963 51.06218
  1154. L 257.984765 51.323912
  1155. L 258.653166 51.055225
  1156. L 259.989969 51.19979
  1157. L 260.65837 50.983287
  1158. L 261.326771 51.142997
  1159. L 263.331974 50.790601
  1160. L 264.000375 50.807805
  1161. L 264.668776 51.224387
  1162. L 265.337177 50.908475
  1163. L 266.005578 51.260164
  1164. L 266.673979 51.304883
  1165. L 267.34238 51.155349
  1166. L 268.010781 51.394705
  1167. L 270.015984 51.162107
  1168. L 270.684385 50.971642
  1169. L 271.352787 50.966244
  1170. L 272.021188 50.792776
  1171. L 272.689589 51.125811
  1172. L 273.35799 50.898665
  1173. L 274.026391 50.827488
  1174. L 274.694792 51.007955
  1175. L 275.363193 50.868814
  1176. L 276.699995 50.904412
  1177. L 277.368396 51.181907
  1178. L 278.036797 51.295511
  1179. L 278.705198 50.998745
  1180. L 279.373599 51.183661
  1181. L 280.042 51.191923
  1182. L 280.710401 50.795918
  1183. L 281.378802 51.053184
  1184. L 282.047203 50.989203
  1185. L 282.715604 51.120736
  1186. L 283.384006 51.038531
  1187. L 284.052407 51.138513
  1188. L 284.720808 51.088558
  1189. L 285.389209 50.863676
  1190. L 286.05761 51.185764
  1191. L 286.726011 50.855298
  1192. L 287.394412 51.271666
  1193. L 290.068016 50.993759
  1194. L 290.736417 51.30823
  1195. L 291.404818 50.801656
  1196. L 292.073219 51.642886
  1197. L 292.74162 51.529272
  1198. L 293.410021 51.173135
  1199. L 294.078422 50.963416
  1200. L 294.746823 50.348634
  1201. L 295.415225 51.006129
  1202. L 296.083626 50.678644
  1203. L 296.752027 51.110112
  1204. L 298.088829 51.209538
  1205. L 298.75723 51.212545
  1206. L 299.425631 50.646403
  1207. L 300.094032 50.847341
  1208. L 300.762433 50.691873
  1209. L 302.099235 51.217003
  1210. L 302.767636 51.271961
  1211. L 303.436037 51.656034
  1212. L 304.772839 51.207193
  1213. L 305.44124 51.236516
  1214. L 306.109641 50.747163
  1215. L 307.446444 51.211641
  1216. L 308.114845 50.90716
  1217. L 308.783246 51.289362
  1218. L 309.451647 51.149639
  1219. L 310.120048 51.243542
  1220. L 310.788449 51.661745
  1221. L 311.45685 51.239344
  1222. L 312.125251 51.28946
  1223. L 313.462053 50.869127
  1224. L 314.130454 51.401185
  1225. L 314.798855 51.144966
  1226. L 315.467256 51.243005
  1227. L 316.135657 51.013505
  1228. L 316.804058 51.011903
  1229. L 318.14086 51.378217
  1230. L 318.809261 51.426122
  1231. L 319.477663 51.776934
  1232. L 320.146064 50.841326
  1233. L 320.814465 50.606652
  1234. L 321.482866 49.966047
  1235. L 322.151267 50.39943
  1236. L 322.819668 50.443996
  1237. L 324.15647 51.339227
  1238. L 324.824871 50.83395
  1239. L 325.493272 51.284018
  1240. L 326.161673 50.768528
  1241. L 326.830074 50.817167
  1242. L 327.498475 50.993374
  1243. L 328.166876 50.827953
  1244. L 329.503678 50.946767
  1245. L 330.84048 51.164927
  1246. L 332.845684 51.172848
  1247. L 333.514085 51.315901
  1248. L 334.850887 50.984647
  1249. L 335.519288 51.088227
  1250. L 336.187689 50.813811
  1251. L 336.85609 50.813041
  1252. L 337.524491 50.998584
  1253. L 338.192892 51.058098
  1254. L 338.861293 50.894181
  1255. L 339.529694 50.93335
  1256. L 340.198095 51.114659
  1257. L 340.866496 50.951574
  1258. L 342.203298 50.936796
  1259. L 343.540101 51.131862
  1260. L 344.208502 50.809049
  1261. L 344.876903 50.944028
  1262. L 346.213705 50.412301
  1263. L 346.882106 50.938756
  1264. L 347.550507 50.823209
  1265. L 348.887309 51.223439
  1266. L 349.55571 51.050132
  1267. L 350.224111 51.18435
  1268. L 350.892512 51.168516
  1269. L 351.560913 50.904179
  1270. L 353.566116 50.817024
  1271. L 354.234517 50.505462
  1272. L 354.902918 50.653178
  1273. L 355.57132 50.458085
  1274. L 356.908122 50.935346
  1275. L 357.576523 50.846634
  1276. L 358.244924 51.134279
  1277. L 359.581726 50.81433
  1278. L 360.250127 50.799606
  1279. L 360.918528 50.63772
  1280. L 361.586929 50.766479
  1281. L 362.25533 50.623963
  1282. L 362.923731 51.009182
  1283. L 364.260533 50.706678
  1284. L 364.928934 51.121318
  1285. L 365.597335 50.831417
  1286. L 366.265736 51.008376
  1287. L 366.934137 51.046927
  1288. L 367.602539 50.719361
  1289. L 368.27094 50.959889
  1290. L 368.939341 50.966951
  1291. L 369.607742 50.757608
  1292. L 370.276143 50.963308
  1293. L 371.612945 50.549778
  1294. L 372.281346 50.710625
  1295. L 372.281346 50.710625
  1296. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1297. </g>
  1298. <g id="text_4">
  1299. <g id="patch_6">
  1300. <path d="M 18.697188 53.610924
  1301. L 45.240938 53.610924
  1302. Q 47.640938 53.610924 47.640938 51.210924
  1303. L 47.640938 43.468424
  1304. Q 47.640938 41.068424 45.240938 41.068424
  1305. L 18.697188 41.068424
  1306. Q 16.297188 41.068424 16.297188 43.468424
  1307. L 16.297188 51.210924
  1308. Q 16.297188 53.610924 18.697188 53.610924
  1309. z
  1310. " style="fill:#ffffff;opacity:0.8;"/>
  1311. </g>
  1312. <!-- GSCSF -->
  1313. <defs>
  1314. <path d="M 64.40625 67.28125
  1315. L 64.40625 56.890625
  1316. Q 59.421875 61.53125 53.78125 63.8125
  1317. Q 48.140625 66.109375 41.796875 66.109375
  1318. Q 29.296875 66.109375 22.65625 58.46875
  1319. Q 16.015625 50.828125 16.015625 36.375
  1320. Q 16.015625 21.96875 22.65625 14.328125
  1321. Q 29.296875 6.6875 41.796875 6.6875
  1322. Q 48.140625 6.6875 53.78125 8.984375
  1323. Q 59.421875 11.28125 64.40625 15.921875
  1324. L 64.40625 5.609375
  1325. Q 59.234375 2.09375 53.4375 0.328125
  1326. Q 47.65625 -1.421875 41.21875 -1.421875
  1327. Q 24.65625 -1.421875 15.125 8.703125
  1328. Q 5.609375 18.84375 5.609375 36.375
  1329. Q 5.609375 53.953125 15.125 64.078125
  1330. Q 24.65625 74.21875 41.21875 74.21875
  1331. Q 47.75 74.21875 53.53125 72.484375
  1332. Q 59.328125 70.75 64.40625 67.28125
  1333. z
  1334. " id="DejaVuSans-43"/>
  1335. <path d="M 9.8125 72.90625
  1336. L 51.703125 72.90625
  1337. L 51.703125 64.59375
  1338. L 19.671875 64.59375
  1339. L 19.671875 43.109375
  1340. L 48.578125 43.109375
  1341. L 48.578125 34.8125
  1342. L 19.671875 34.8125
  1343. L 19.671875 0
  1344. L 9.8125 0
  1345. z
  1346. " id="DejaVuSans-46"/>
  1347. </defs>
  1348. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1349. <use xlink:href="#DejaVuSans-47"/>
  1350. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1351. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1352. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1353. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1354. </g>
  1355. </g>
  1356. <g id="text_5">
  1357. <g id="patch_7">
  1358. <path d="M 280.129663 50.475299
  1359. L 365.209663 50.475299
  1360. Q 366.409663 50.475299 366.409663 49.275299
  1361. L 366.409663 45.404049
  1362. Q 366.409663 44.204049 365.209663 44.204049
  1363. L 280.129663 44.204049
  1364. Q 278.929663 44.204049 278.929663 45.404049
  1365. L 278.929663 49.275299
  1366. Q 278.929663 50.475299 280.129663 50.475299
  1367. z
  1368. " style="fill:#ffffff;opacity:0.8;"/>
  1369. </g>
  1370. <!-- max: 701.692 $\bullet$ mean: 692.285 $\bullet$ $\sigma$: 2.936 -->
  1371. <defs>
  1372. <path d="M 8.203125 72.90625
  1373. L 55.078125 72.90625
  1374. L 55.078125 68.703125
  1375. L 28.609375 0
  1376. L 18.3125 0
  1377. L 43.21875 64.59375
  1378. L 8.203125 64.59375
  1379. z
  1380. " id="DejaVuSans-37"/>
  1381. </defs>
  1382. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1383. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1384. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1385. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1386. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1387. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1388. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-37"/>
  1389. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-30"/>
  1390. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-31"/>
  1391. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1392. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-36"/>
  1393. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-39"/>
  1394. <use transform="translate(633.236328 0.78125)" xlink:href="#DejaVuSans-32"/>
  1395. <use transform="translate(696.859375 0.78125)" xlink:href="#DejaVuSans-20"/>
  1396. <use transform="translate(728.646484 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1397. <use transform="translate(791.244141 0.78125)" xlink:href="#DejaVuSans-20"/>
  1398. <use transform="translate(823.03125 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1399. <use transform="translate(920.443359 0.78125)" xlink:href="#DejaVuSans-65"/>
  1400. <use transform="translate(981.966797 0.78125)" xlink:href="#DejaVuSans-61"/>
  1401. <use transform="translate(1043.246094 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1402. <use transform="translate(1106.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1403. <use transform="translate(1140.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
  1404. <use transform="translate(1172.103516 0.78125)" xlink:href="#DejaVuSans-36"/>
  1405. <use transform="translate(1235.726562 0.78125)" xlink:href="#DejaVuSans-39"/>
  1406. <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-32"/>
  1407. <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1408. <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-32"/>
  1409. <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-38"/>
  1410. <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-35"/>
  1411. <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
  1412. <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1413. <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
  1414. <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1415. <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1416. <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
  1417. <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-32"/>
  1418. <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1419. <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-39"/>
  1420. <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-33"/>
  1421. <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-36"/>
  1422. </g>
  1423. </g>
  1424. <g id="text_6">
  1425. <!-- 696.22 -->
  1426. <g style="fill:#d3d3d3;" transform="translate(7.2 51.596482)scale(0.03 -0.03)">
  1427. <use xlink:href="#DejaVuSans-36"/>
  1428. <use x="63.623047" xlink:href="#DejaVuSans-39"/>
  1429. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  1430. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1431. <use x="222.65625" xlink:href="#DejaVuSans-32"/>
  1432. <use x="286.279297" xlink:href="#DejaVuSans-32"/>
  1433. </g>
  1434. </g>
  1435. </g>
  1436. <g id="axes_3">
  1437. <g id="patch_8">
  1438. <path d="M 18.697188 92.898048
  1439. L 372.281346 92.898048
  1440. L 372.281346 67.351296
  1441. L 18.697188 67.351296
  1442. z
  1443. " style="fill:#ffffff;"/>
  1444. </g>
  1445. <g id="matplotlib.axis_5">
  1446. <g id="xtick_11"/>
  1447. <g id="xtick_12"/>
  1448. <g id="xtick_13"/>
  1449. <g id="xtick_14"/>
  1450. <g id="xtick_15"/>
  1451. </g>
  1452. <g id="matplotlib.axis_6"/>
  1453. <g id="line2d_5">
  1454. <path clip-path="url(#pc233366da8)" d="M 18.697188 78.514062
  1455. L 372.281346 78.514062
  1456. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1457. </g>
  1458. <g id="line2d_6">
  1459. <path clip-path="url(#pc233366da8)" d="M 18.697188 79.404692
  1460. L 19.365589 79.494543
  1461. L 20.03399 79.364745
  1462. L 20.702391 79.497766
  1463. L 22.039193 79.410627
  1464. L 22.707594 79.603446
  1465. L 23.375995 79.470353
  1466. L 26.718 79.688744
  1467. L 28.723203 79.173245
  1468. L 29.391604 79.169142
  1469. L 32.065209 79.595271
  1470. L 32.73361 79.60667
  1471. L 33.402011 79.333433
  1472. L 34.738813 79.231877
  1473. L 36.075615 79.617014
  1474. L 37.412417 79.566057
  1475. L 39.41762 79.239745
  1476. L 40.086021 79.234097
  1477. L 41.422823 79.557646
  1478. L 42.091224 79.527491
  1479. L 44.096428 79.71898
  1480. L 46.101631 79.426405
  1481. L 47.438433 79.345119
  1482. L 48.106834 79.413993
  1483. L 49.443636 79.390356
  1484. L 50.112037 79.456427
  1485. L 50.780438 79.270105
  1486. L 51.448839 79.518681
  1487. L 52.785641 79.424011
  1488. L 53.454042 79.252996
  1489. L 54.122443 79.227774
  1490. L 54.790845 79.085789
  1491. L 55.459246 79.086628
  1492. L 56.127647 79.360877
  1493. L 56.796048 79.276715
  1494. L 58.13285 79.441365
  1495. L 62.143256 79.023934
  1496. L 62.811657 79.216242
  1497. L 63.480058 79.146549
  1498. L 66.153662 79.441662
  1499. L 67.490465 79.319241
  1500. L 68.158866 79.361266
  1501. L 68.827267 79.237679
  1502. L 69.495668 79.346449
  1503. L 72.169272 79.123147
  1504. L 74.842876 79.228377
  1505. L 75.511277 79.101526
  1506. L 76.179678 79.248648
  1507. L 78.184881 79.290161
  1508. L 78.853283 79.182638
  1509. L 80.190085 79.218851
  1510. L 80.858486 79.043733
  1511. L 81.526887 79.220642
  1512. L 83.53209 79.156761
  1513. L 84.200491 79.01366
  1514. L 85.537293 79.158838
  1515. L 86.205694 79.225952
  1516. L 86.874095 79.41604
  1517. L 87.542496 79.317747
  1518. L 88.210897 79.373524
  1519. L 89.547699 79.11271
  1520. L 93.558106 79.241792
  1521. L 94.226507 79.119637
  1522. L 94.894908 79.293834
  1523. L 97.568512 79.095192
  1524. L 98.236913 79.265746
  1525. L 98.905314 79.029828
  1526. L 100.242116 79.123689
  1527. L 100.910517 79.057793
  1528. L 102.915721 79.181298
  1529. L 106.926127 79.155748
  1530. L 107.594528 79.005116
  1531. L 110.268132 79.186946
  1532. L 110.936533 79.096093
  1533. L 111.604934 79.209007
  1534. L 112.941736 79.048962
  1535. L 113.610137 79.175271
  1536. L 114.278538 79.01056
  1537. L 114.94694 79.167259
  1538. L 116.283742 79.037195
  1539. L 118.288945 79.277176
  1540. L 118.957346 79.141514
  1541. L 119.625747 79.155666
  1542. L 120.294148 78.999263
  1543. L 120.962549 79.020178
  1544. L 121.63095 79.250602
  1545. L 122.299351 78.893327
  1546. L 123.636153 79.306553
  1547. L 125.641356 79.051612
  1548. L 126.309757 78.850116
  1549. L 130.320164 79.313603
  1550. L 130.988565 79.044419
  1551. L 132.993768 79.060167
  1552. L 133.662169 79.129297
  1553. L 134.33057 79.026246
  1554. L 134.998971 79.194651
  1555. L 136.335773 79.063983
  1556. L 139.677779 79.082156
  1557. L 140.34618 79.18537
  1558. L 141.014581 78.954016
  1559. L 143.019784 79.014346
  1560. L 143.688185 79.132326
  1561. L 144.356586 79.001852
  1562. L 145.024987 79.1303
  1563. L 146.361789 79.119811
  1564. L 147.03019 79.129461
  1565. L 147.698591 79.007193
  1566. L 151.708998 78.986913
  1567. L 152.377399 78.845378
  1568. L 153.0458 78.918918
  1569. L 153.714201 78.832301
  1570. L 155.051003 79.019677
  1571. L 155.719404 78.855344
  1572. L 156.387805 78.94319
  1573. L 157.724607 78.784403
  1574. L 158.393008 78.897645
  1575. L 159.061409 78.820687
  1576. L 159.72981 79.075495
  1577. L 161.066612 78.942535
  1578. L 161.735013 79.056063
  1579. L 162.403414 78.986278
  1580. L 163.071816 79.034238
  1581. L 163.740217 78.908717
  1582. L 167.750623 78.992725
  1583. L 169.755826 79.069253
  1584. L 171.092628 78.859468
  1585. L 175.103035 79.119085
  1586. L 175.771436 78.972393
  1587. L 176.439837 79.059
  1588. L 180.450243 78.828689
  1589. L 183.792248 79.139765
  1590. L 184.460649 79.287746
  1591. L 187.802655 78.835023
  1592. L 188.471056 78.825711
  1593. L 189.139457 78.978461
  1594. L 189.807858 78.966827
  1595. L 190.476259 78.816574
  1596. L 191.813061 78.960083
  1597. L 192.481462 78.883187
  1598. L 193.149863 79.018848
  1599. L 193.818264 78.903938
  1600. L 195.155066 78.98063
  1601. L 195.823467 78.863776
  1602. L 198.497071 78.858097
  1603. L 199.833874 78.781978
  1604. L 200.502275 78.878265
  1605. L 201.170676 78.817075
  1606. L 202.507478 78.942791
  1607. L 203.84428 78.935955
  1608. L 204.512681 78.782234
  1609. L 207.854686 78.770323
  1610. L 209.191488 79.046322
  1611. L 212.533494 78.812184
  1612. L 213.870296 78.902536
  1613. L 214.538697 78.783585
  1614. L 215.207098 78.925129
  1615. L 217.880702 78.848284
  1616. L 221.222707 78.878818
  1617. L 221.891108 78.978809
  1618. L 223.227911 78.80144
  1619. L 223.896312 78.895322
  1620. L 224.564713 78.710617
  1621. L 228.575119 78.89301
  1622. L 229.911921 78.900439
  1623. L 231.917124 79.006232
  1624. L 233.253926 78.760817
  1625. L 235.927531 78.827062
  1626. L 236.595932 78.973068
  1627. L 237.932734 78.914713
  1628. L 238.601135 78.922756
  1629. L 239.269536 78.746819
  1630. L 240.606338 78.880271
  1631. L 245.953546 78.7825
  1632. L 246.621947 78.87012
  1633. L 248.627151 78.643963
  1634. L 249.295552 78.556179
  1635. L 249.963953 78.712132
  1636. L 250.632354 78.619252
  1637. L 251.969156 78.852725
  1638. L 252.637557 78.783513
  1639. L 253.974359 78.93351
  1640. L 254.64276 78.833549
  1641. L 255.311161 78.850157
  1642. L 255.979562 78.743658
  1643. L 258.653166 78.875318
  1644. L 259.321568 78.741202
  1645. L 259.989969 78.861341
  1646. L 262.663573 78.588565
  1647. L 263.331974 78.709277
  1648. L 264.668776 78.614371
  1649. L 265.337177 78.720717
  1650. L 266.005578 78.652497
  1651. L 268.010781 78.780791
  1652. L 268.679182 78.817433
  1653. L 270.015984 78.683512
  1654. L 270.684385 78.63633
  1655. L 271.352787 78.727081
  1656. L 272.021188 78.599063
  1657. L 273.35799 78.76886
  1658. L 274.026391 78.592044
  1659. L 274.694792 78.751097
  1660. L 276.699995 78.627653
  1661. L 278.036797 78.667569
  1662. L 282.047203 78.740486
  1663. L 286.05761 78.613174
  1664. L 286.726011 78.749459
  1665. L 288.062813 78.631562
  1666. L 289.399615 78.6394
  1667. L 290.068016 78.606185
  1668. L 292.073219 78.850504
  1669. L 292.74162 78.890083
  1670. L 294.078422 78.476694
  1671. L 295.415225 78.389954
  1672. L 296.752027 78.742675
  1673. L 297.420428 78.830183
  1674. L 300.094032 78.545967
  1675. L 302.099235 78.697847
  1676. L 302.767636 78.855743
  1677. L 303.436037 78.749705
  1678. L 304.104438 78.819541
  1679. L 306.109641 78.669667
  1680. L 306.778042 78.599831
  1681. L 309.451647 78.736996
  1682. L 310.120048 78.693949
  1683. L 310.788449 78.767264
  1684. L 312.125251 78.510645
  1685. L 312.793652 78.662985
  1686. L 317.472459 78.78865
  1687. L 318.14086 78.85427
  1688. L 319.477663 78.775613
  1689. L 320.146064 78.474648
  1690. L 321.482866 78.3453
  1691. L 322.151267 78.373142
  1692. L 324.15647 78.82256
  1693. L 326.161673 78.725741
  1694. L 326.830074 78.568939
  1695. L 327.498475 78.665963
  1696. L 328.835277 78.597232
  1697. L 330.84048 78.644843
  1698. L 331.508882 78.536022
  1699. L 334.182486 78.686745
  1700. L 335.519288 78.518688
  1701. L 338.861293 78.598449
  1702. L 339.529694 78.516099
  1703. L 340.198095 78.580093
  1704. L 340.866496 78.512395
  1705. L 342.203298 78.655874
  1706. L 346.882106 78.416159
  1707. L 347.550507 78.599422
  1708. L 348.887309 78.713953
  1709. L 349.55571 78.816584
  1710. L 350.892512 78.806536
  1711. L 351.560913 78.499328
  1712. L 352.229314 78.610565
  1713. L 352.897715 78.441167
  1714. L 354.234517 78.439857
  1715. L 356.239721 78.525349
  1716. L 357.576523 78.733548
  1717. L 360.918528 78.49855
  1718. L 361.586929 78.404515
  1719. L 363.592132 78.620541
  1720. L 364.928934 78.522075
  1721. L 367.602539 78.650307
  1722. L 368.27094 78.534088
  1723. L 368.939341 78.60242
  1724. L 369.607742 78.475906
  1725. L 372.281346 78.55225
  1726. L 372.281346 78.55225
  1727. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1728. </g>
  1729. <g id="text_7">
  1730. <g id="patch_9">
  1731. <path d="M 18.697188 81.286572
  1732. L 44.787188 81.286572
  1733. Q 47.187188 81.286572 47.187188 78.886572
  1734. L 47.187188 71.144072
  1735. Q 47.187188 68.744072 44.787188 68.744072
  1736. L 18.697188 68.744072
  1737. Q 16.297188 68.744072 16.297188 71.144072
  1738. L 16.297188 78.886572
  1739. Q 16.297188 81.286572 18.697188 81.286572
  1740. z
  1741. " style="fill:#ffffff;opacity:0.8;"/>
  1742. </g>
  1743. <!-- GSWM -->
  1744. <defs>
  1745. <path d="M 3.328125 72.90625
  1746. L 13.28125 72.90625
  1747. L 28.609375 11.28125
  1748. L 43.890625 72.90625
  1749. L 54.984375 72.90625
  1750. L 70.3125 11.28125
  1751. L 85.59375 72.90625
  1752. L 95.609375 72.90625
  1753. L 77.296875 0
  1754. L 64.890625 0
  1755. L 49.515625 63.28125
  1756. L 33.984375 0
  1757. L 21.578125 0
  1758. z
  1759. " id="DejaVuSans-57"/>
  1760. <path d="M 9.8125 72.90625
  1761. L 24.515625 72.90625
  1762. L 43.109375 23.296875
  1763. L 61.8125 72.90625
  1764. L 76.515625 72.90625
  1765. L 76.515625 0
  1766. L 66.890625 0
  1767. L 66.890625 64.015625
  1768. L 48.09375 14.015625
  1769. L 38.1875 14.015625
  1770. L 19.390625 64.015625
  1771. L 19.390625 0
  1772. L 9.8125 0
  1773. z
  1774. " id="DejaVuSans-4d"/>
  1775. </defs>
  1776. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1777. <use xlink:href="#DejaVuSans-47"/>
  1778. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1779. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1780. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1781. </g>
  1782. </g>
  1783. <g id="text_8">
  1784. <g id="patch_10">
  1785. <path d="M 280.129663 78.150947
  1786. L 365.209663 78.150947
  1787. Q 366.409663 78.150947 366.409663 76.950947
  1788. L 366.409663 73.079697
  1789. Q 366.409663 71.879697 365.209663 71.879697
  1790. L 280.129663 71.879697
  1791. Q 278.929663 71.879697 278.929663 73.079697
  1792. L 278.929663 76.950947
  1793. Q 278.929663 78.150947 280.129663 78.150947
  1794. z
  1795. " style="fill:#ffffff;opacity:0.8;"/>
  1796. </g>
  1797. <!-- max: 655.780 $\bullet$ mean: 652.261 $\bullet$ $\sigma$: 1.718 -->
  1798. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1799. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1800. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1801. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1802. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1803. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1804. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1805. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
  1806. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
  1807. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1808. <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-37"/>
  1809. <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-38"/>
  1810. <use transform="translate(633.142578 0.78125)" xlink:href="#DejaVuSans-30"/>
  1811. <use transform="translate(696.765625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1812. <use transform="translate(728.552734 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1813. <use transform="translate(791.150391 0.78125)" xlink:href="#DejaVuSans-20"/>
  1814. <use transform="translate(822.9375 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1815. <use transform="translate(920.349609 0.78125)" xlink:href="#DejaVuSans-65"/>
  1816. <use transform="translate(981.873047 0.78125)" xlink:href="#DejaVuSans-61"/>
  1817. <use transform="translate(1043.152344 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1818. <use transform="translate(1106.53125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1819. <use transform="translate(1140.222656 0.78125)" xlink:href="#DejaVuSans-20"/>
  1820. <use transform="translate(1172.009766 0.78125)" xlink:href="#DejaVuSans-36"/>
  1821. <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-35"/>
  1822. <use transform="translate(1299.255859 0.78125)" xlink:href="#DejaVuSans-32"/>
  1823. <use transform="translate(1362.878906 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1824. <use transform="translate(1394.587891 0.78125)" xlink:href="#DejaVuSans-32"/>
  1825. <use transform="translate(1458.210938 0.78125)" xlink:href="#DejaVuSans-36"/>
  1826. <use transform="translate(1521.833984 0.78125)" xlink:href="#DejaVuSans-31"/>
  1827. <use transform="translate(1585.457031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1828. <use transform="translate(1617.244141 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1829. <use transform="translate(1679.841797 0.78125)" xlink:href="#DejaVuSans-20"/>
  1830. <use transform="translate(1711.628906 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1831. <use transform="translate(1775.007812 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1832. <use transform="translate(1808.699219 0.78125)" xlink:href="#DejaVuSans-20"/>
  1833. <use transform="translate(1840.486328 0.78125)" xlink:href="#DejaVuSans-31"/>
  1834. <use transform="translate(1904.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1835. <use transform="translate(1935.787109 0.78125)" xlink:href="#DejaVuSans-37"/>
  1836. <use transform="translate(1999.410156 0.78125)" xlink:href="#DejaVuSans-31"/>
  1837. <use transform="translate(2063.033203 0.78125)" xlink:href="#DejaVuSans-38"/>
  1838. </g>
  1839. </g>
  1840. <g id="text_9">
  1841. <!-- 654.77 -->
  1842. <g style="fill:#d3d3d3;" transform="translate(7.2 79.341874)scale(0.03 -0.03)">
  1843. <use xlink:href="#DejaVuSans-36"/>
  1844. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  1845. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  1846. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1847. <use x="222.65625" xlink:href="#DejaVuSans-37"/>
  1848. <use x="286.279297" xlink:href="#DejaVuSans-37"/>
  1849. </g>
  1850. </g>
  1851. </g>
  1852. <g id="axes_4">
  1853. <g id="patch_11">
  1854. <path d="M 18.697188 120.573696
  1855. L 372.281346 120.573696
  1856. L 372.281346 95.026944
  1857. L 18.697188 95.026944
  1858. z
  1859. " style="fill:#ffffff;"/>
  1860. </g>
  1861. <g id="matplotlib.axis_7">
  1862. <g id="xtick_16"/>
  1863. <g id="xtick_17"/>
  1864. <g id="xtick_18"/>
  1865. <g id="xtick_19"/>
  1866. <g id="xtick_20"/>
  1867. </g>
  1868. <g id="matplotlib.axis_8"/>
  1869. <g id="line2d_7">
  1870. <path clip-path="url(#pc5be4ed799)" d="M 18.697188 105.866604
  1871. L 372.281346 105.866604
  1872. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1873. </g>
  1874. <g id="line2d_8">
  1875. <path clip-path="url(#pc5be4ed799)" d="M 19.365589 111.71187
  1876. L 20.702391 112.113501
  1877. L 21.370792 110.6239
  1878. L 22.039193 110.076551
  1879. L 22.707594 109.853853
  1880. L 23.375995 107.033418
  1881. L 24.044396 109.417326
  1882. L 24.712797 112.321956
  1883. L 25.381198 113.822673
  1884. L 26.049599 114.032524
  1885. L 26.718 109.233869
  1886. L 27.386401 107.202734
  1887. L 28.054802 108.268141
  1888. L 28.723203 110.42219
  1889. L 29.391604 106.210279
  1890. L 30.060005 107.449887
  1891. L 30.728407 107.392782
  1892. L 31.396808 111.157104
  1893. L 32.065209 100.087382
  1894. L 32.73361 108.634821
  1895. L 33.402011 109.673293
  1896. L 34.070412 106.48744
  1897. L 34.738813 110.946557
  1898. L 35.407214 107.153389
  1899. L 36.075615 110.467764
  1900. L 36.744016 110.461508
  1901. L 37.412417 110.632972
  1902. L 38.080818 111.532342
  1903. L 38.749219 107.159721
  1904. L 39.41762 107.417238
  1905. L 40.086021 102.510944
  1906. L 40.754422 104.976175
  1907. L 41.422823 106.915647
  1908. L 42.759626 113.084194
  1909. L 43.428027 113.620295
  1910. L 44.096428 113.279876
  1911. L 44.764829 110.029246
  1912. L 45.43323 108.262893
  1913. L 46.101631 107.338473
  1914. L 46.770032 107.801057
  1915. L 47.438433 108.512034
  1916. L 48.106834 108.116581
  1917. L 48.775235 109.171234
  1918. L 50.112037 114.797449
  1919. L 50.780438 112.206638
  1920. L 51.448839 112.777715
  1921. L 52.11724 112.143772
  1922. L 52.785641 109.833484
  1923. L 54.122443 107.467334
  1924. L 54.790845 112.366109
  1925. L 55.459246 112.162979
  1926. L 56.796048 108.401837
  1927. L 57.464449 104.381602
  1928. L 58.13285 99.403366
  1929. L 58.801251 106.994048
  1930. L 59.469652 106.697602
  1931. L 60.138053 109.868768
  1932. L 60.806454 111.303262
  1933. L 61.474855 109.613347
  1934. L 62.143256 111.311663
  1935. L 62.811657 107.430679
  1936. L 63.480058 106.222738
  1937. L 64.148459 109.712663
  1938. L 64.81686 110.256933
  1939. L 65.485261 111.091498
  1940. L 66.153662 110.108374
  1941. L 66.822064 110.67322
  1942. L 67.490465 110.029323
  1943. L 68.158866 109.745466
  1944. L 69.495668 110.19528
  1945. L 70.164069 112.973634
  1946. L 70.83247 112.172803
  1947. L 72.169272 104.88428
  1948. L 72.837673 106.621084
  1949. L 73.506074 111.388618
  1950. L 74.174475 110.091595
  1951. L 74.842876 109.777597
  1952. L 75.511277 110.40053
  1953. L 76.179678 112.076923
  1954. L 76.848079 110.378531
  1955. L 77.51648 105.379927
  1956. L 78.184881 104.585659
  1957. L 78.853283 108.25294
  1958. L 79.521684 108.538196
  1959. L 80.190085 110.528433
  1960. L 80.858486 113.83976
  1961. L 81.526887 113.316324
  1962. L 82.195288 109.660523
  1963. L 82.863689 108.572731
  1964. L 83.53209 109.291852
  1965. L 84.200491 112.718263
  1966. L 84.868892 109.672387
  1967. L 85.537293 110.087022
  1968. L 86.205694 105.775533
  1969. L 86.874095 110.889145
  1970. L 89.547699 109.859101
  1971. L 90.2161 109.038909
  1972. L 90.884502 104.114055
  1973. L 91.552903 108.44754
  1974. L 92.221304 111.788801
  1975. L 92.889705 111.175871
  1976. L 93.558106 109.075952
  1977. L 94.226507 109.927992
  1978. L 94.894908 110.584659
  1979. L 95.563309 111.796761
  1980. L 96.23171 112.656946
  1981. L 96.900111 111.25368
  1982. L 97.568512 111.371556
  1983. L 98.236913 110.219011
  1984. L 98.905314 109.531686
  1985. L 99.573715 110.508141
  1986. L 100.242116 112.889671
  1987. L 100.910517 111.329033
  1988. L 101.578918 114.622679
  1989. L 102.247319 114.002023
  1990. L 102.915721 113.64785
  1991. L 103.584122 111.318615
  1992. L 104.920924 110.250212
  1993. L 105.589325 113.480189
  1994. L 106.257726 111.61563
  1995. L 106.926127 112.624969
  1996. L 107.594528 113.180588
  1997. L 108.262929 112.046216
  1998. L 108.93133 110.251503
  1999. L 110.268132 110.647292
  2000. L 110.936533 109.619033
  2001. L 111.604934 114.087687
  2002. L 112.273335 114.29118
  2003. L 112.941736 112.136197
  2004. L 113.610137 110.842718
  2005. L 114.278538 111.666143
  2006. L 114.94694 112.045646
  2007. L 115.615341 111.415218
  2008. L 116.283742 103.340573
  2009. L 116.952143 104.975685
  2010. L 117.620544 110.23832
  2011. L 118.288945 108.977644
  2012. L 118.957346 113.469746
  2013. L 119.625747 112.791493
  2014. L 120.294148 110.126882
  2015. L 121.63095 106.992368
  2016. L 122.299351 108.608557
  2017. L 122.967752 110.992518
  2018. L 123.636153 111.489508
  2019. L 124.304554 108.890529
  2020. L 124.972955 111.050861
  2021. L 125.641356 110.302481
  2022. L 126.309757 111.416663
  2023. L 126.978159 110.452618
  2024. L 127.64656 110.50199
  2025. L 128.314961 111.085372
  2026. L 128.983362 110.534898
  2027. L 129.651763 105.016735
  2028. L 130.988565 112.227266
  2029. L 131.656966 112.943931
  2030. L 132.325367 112.531083
  2031. L 132.993768 109.982536
  2032. L 133.662169 108.410909
  2033. L 134.33057 109.008663
  2034. L 134.998971 109.882003
  2035. L 135.667372 112.836138
  2036. L 136.335773 112.377948
  2037. L 137.004174 110.932262
  2038. L 137.672575 110.473917
  2039. L 138.340976 111.157727
  2040. L 139.009378 110.828034
  2041. L 139.677779 111.36804
  2042. L 140.34618 110.786442
  2043. L 141.014581 107.31725
  2044. L 141.682982 110.324684
  2045. L 142.351383 112.178565
  2046. L 143.019784 110.712772
  2047. L 143.688185 110.712873
  2048. L 144.356586 111.215913
  2049. L 145.024987 111.526345
  2050. L 145.693388 113.148404
  2051. L 146.361789 113.223317
  2052. L 147.03019 112.201702
  2053. L 148.366992 110.63765
  2054. L 149.035393 111.297651
  2055. L 149.703794 111.163776
  2056. L 150.372195 109.939909
  2057. L 151.040597 110.122537
  2058. L 151.708998 113.33972
  2059. L 152.377399 114.515995
  2060. L 153.0458 112.732219
  2061. L 153.714201 106.974816
  2062. L 154.382602 109.200367
  2063. L 155.051003 110.794895
  2064. L 155.719404 110.468022
  2065. L 156.387805 115.482783
  2066. L 157.056206 113.778058
  2067. L 157.724607 111.670149
  2068. L 158.393008 110.262258
  2069. L 159.72981 112.531961
  2070. L 160.398211 112.131621
  2071. L 161.066612 112.774251
  2072. L 161.735013 110.849879
  2073. L 162.403414 111.033025
  2074. L 163.071816 112.372364
  2075. L 163.740217 113.100505
  2076. L 165.077019 112.278244
  2077. L 165.74542 112.450377
  2078. L 166.413821 111.579003
  2079. L 167.082222 109.517545
  2080. L 167.750623 110.853962
  2081. L 168.419024 112.652524
  2082. L 169.087425 110.5137
  2083. L 169.755826 111.559848
  2084. L 170.424227 109.70408
  2085. L 171.092628 110.534069
  2086. L 171.761029 107.970685
  2087. L 172.42943 109.952574
  2088. L 173.097831 111.443652
  2089. L 173.766232 111.521356
  2090. L 174.434633 107.179884
  2091. L 175.103035 107.220003
  2092. L 175.771436 107.695228
  2093. L 176.439837 109.102654
  2094. L 177.108238 111.291706
  2095. L 177.776639 110.061867
  2096. L 178.44504 112.810441
  2097. L 179.113441 112.510455
  2098. L 179.781842 110.82951
  2099. L 180.450243 109.457599
  2100. L 181.118644 110.26293
  2101. L 181.787045 110.853574
  2102. L 182.455446 112.739562
  2103. L 183.123847 113.163217
  2104. L 183.792248 112.659997
  2105. L 184.460649 108.643274
  2106. L 185.12905 110.319023
  2107. L 185.797451 106.777322
  2108. L 186.465852 104.300511
  2109. L 187.134254 106.757107
  2110. L 187.802655 108.632935
  2111. L 188.471056 111.240756
  2112. L 189.139457 110.698578
  2113. L 189.807858 108.976689
  2114. L 190.476259 105.178476
  2115. L 191.14466 108.521882
  2116. L 191.813061 107.234427
  2117. L 192.481462 110.250859
  2118. L 193.149863 106.226642
  2119. L 193.818264 110.318222
  2120. L 194.486665 112.368925
  2121. L 195.155066 112.581929
  2122. L 195.823467 107.754088
  2123. L 196.491868 111.157338
  2124. L 197.160269 111.358943
  2125. L 197.82867 110.618029
  2126. L 198.497071 110.674977
  2127. L 199.165473 111.401696
  2128. L 199.833874 111.064537
  2129. L 200.502275 110.424622
  2130. L 201.170676 109.382869
  2131. L 201.839077 109.691388
  2132. L 202.507478 111.730794
  2133. L 203.175879 112.585056
  2134. L 203.84428 111.787713
  2135. L 204.512681 109.56219
  2136. L 205.849483 111.422352
  2137. L 206.517884 112.883366
  2138. L 207.186285 113.050408
  2139. L 207.854686 113.60587
  2140. L 208.523087 112.265034
  2141. L 209.859889 105.753793
  2142. L 210.52829 106.533479
  2143. L 211.196692 111.803793
  2144. L 211.865093 112.092384
  2145. L 212.533494 111.726141
  2146. L 213.201895 110.693719
  2147. L 213.870296 109.944226
  2148. L 214.538697 109.977365
  2149. L 215.207098 112.366186
  2150. L 215.875499 112.396844
  2151. L 216.5439 107.925423
  2152. L 217.212301 105.853007
  2153. L 217.880702 106.151702
  2154. L 218.549103 110.242508
  2155. L 219.217504 113.001707
  2156. L 220.554306 112.144678
  2157. L 221.222707 111.823102
  2158. L 221.891108 110.461949
  2159. L 222.559509 108.495181
  2160. L 223.227911 109.98861
  2161. L 224.564713 109.132976
  2162. L 225.233114 107.472428
  2163. L 225.901515 112.355354
  2164. L 226.569916 111.1372
  2165. L 227.238317 108.108181
  2166. L 227.906718 102.853222
  2167. L 228.575119 104.83439
  2168. L 229.24352 110.058715
  2169. L 229.911921 112.969625
  2170. L 230.580322 112.0032
  2171. L 231.248723 105.295551
  2172. L 231.917124 106.886461
  2173. L 232.585525 110.943198
  2174. L 233.253926 111.775101
  2175. L 233.922327 109.74138
  2176. L 234.590728 106.069887
  2177. L 235.25913 109.45163
  2178. L 235.927531 113.427843
  2179. L 236.595932 112.67933
  2180. L 237.932734 107.765644
  2181. L 238.601135 110.00929
  2182. L 239.269536 114.187495
  2183. L 239.937937 111.953282
  2184. L 240.606338 110.170905
  2185. L 241.274739 101.787275
  2186. L 241.94314 105.886999
  2187. L 243.279942 109.646976
  2188. L 243.948343 110.652022
  2189. L 244.616744 106.933172
  2190. L 245.285145 108.87701
  2191. L 245.953546 111.439698
  2192. L 246.621947 109.708475
  2193. L 247.290349 110.880562
  2194. L 247.95875 112.458004
  2195. L 248.627151 112.588884
  2196. L 249.295552 112.275761
  2197. L 249.963953 108.705833
  2198. L 250.632354 110.61162
  2199. L 251.300755 110.880072
  2200. L 252.637557 105.611179
  2201. L 253.305958 111.255489
  2202. L 253.974359 112.393895
  2203. L 254.64276 112.813285
  2204. L 255.311161 111.877981
  2205. L 256.647963 113.589714
  2206. L 257.316364 113.270699
  2207. L 257.984765 112.501303
  2208. L 258.653166 110.783598
  2209. L 259.321568 108.481455
  2210. L 259.989969 109.813087
  2211. L 260.65837 112.963733
  2212. L 261.326771 110.668826
  2213. L 261.995172 113.033811
  2214. L 262.663573 114.076778
  2215. L 263.331974 113.030631
  2216. L 264.000375 111.071853
  2217. L 264.668776 110.273478
  2218. L 265.337177 109.070781
  2219. L 266.005578 113.200338
  2220. L 266.673979 113.84992
  2221. L 267.34238 111.593918
  2222. L 268.010781 108.819443
  2223. L 268.679182 111.415684
  2224. L 269.347583 112.281243
  2225. L 270.015984 112.106186
  2226. L 270.684385 112.359413
  2227. L 272.689589 111.205497
  2228. L 273.35799 110.38887
  2229. L 274.026391 114.045812
  2230. L 274.694792 110.11556
  2231. L 275.363193 111.421058
  2232. L 276.031594 113.340108
  2233. L 276.699995 112.551168
  2234. L 277.368396 110.218777
  2235. L 278.036797 109.955523
  2236. L 278.705198 111.850013
  2237. L 279.373599 111.839182
  2238. L 280.042 112.160677
  2239. L 280.710401 111.405912
  2240. L 281.378802 108.82226
  2241. L 282.715604 112.8289
  2242. L 283.384006 113.843794
  2243. L 284.052407 111.36967
  2244. L 284.720808 109.449717
  2245. L 285.389209 110.661821
  2246. L 286.05761 110.382614
  2247. L 286.726011 110.857503
  2248. L 287.394412 106.819767
  2249. L 288.062813 111.28656
  2250. L 288.731214 110.93914
  2251. L 289.399615 110.414385
  2252. L 290.068016 111.227416
  2253. L 290.736417 112.605425
  2254. L 291.404818 111.838614
  2255. L 292.073219 106.57895
  2256. L 292.74162 108.182733
  2257. L 294.078422 109.747016
  2258. L 294.746823 112.890293
  2259. L 295.415225 110.405621
  2260. L 296.083626 111.783319
  2261. L 296.752027 105.730062
  2262. L 297.420428 107.447277
  2263. L 298.75723 108.641493
  2264. L 299.425631 111.319416
  2265. L 300.094032 112.082301
  2266. L 300.762433 111.320839
  2267. L 301.430834 108.691408
  2268. L 302.099235 112.133948
  2269. L 302.767636 110.978611
  2270. L 303.436037 108.082641
  2271. L 304.104438 109.733161
  2272. L 304.772839 109.721633
  2273. L 305.44124 110.83535
  2274. L 306.109641 110.546451
  2275. L 306.778042 109.404273
  2276. L 307.446444 109.607116
  2277. L 308.114845 109.060751
  2278. L 308.783246 107.108229
  2279. L 309.451647 108.792714
  2280. L 310.120048 109.802749
  2281. L 310.788449 108.897302
  2282. L 312.125251 113.111102
  2283. L 312.793652 108.66915
  2284. L 313.462053 109.674507
  2285. L 314.130454 111.662652
  2286. L 314.798855 111.241092
  2287. L 315.467256 109.806755
  2288. L 316.135657 110.466497
  2289. L 316.804058 113.417994
  2290. L 317.472459 109.75684
  2291. L 318.809261 107.191076
  2292. L 319.477663 104.806083
  2293. L 320.146064 106.97709
  2294. L 320.814465 107.059318
  2295. L 321.482866 110.172585
  2296. L 322.151267 111.535084
  2297. L 322.819668 110.570829
  2298. L 323.488069 102.77495
  2299. L 324.15647 109.648708
  2300. L 324.824871 109.436352
  2301. L 325.493272 107.562024
  2302. L 326.161673 107.305565
  2303. L 326.830074 112.195757
  2304. L 327.498475 110.4073
  2305. L 328.166876 111.054454
  2306. L 328.835277 110.644164
  2307. L 329.503678 109.902064
  2308. L 330.172079 111.281081
  2309. L 330.84048 112.230292
  2310. L 331.508882 109.679832
  2311. L 332.177283 108.854185
  2312. L 332.845684 110.56478
  2313. L 334.182486 113.133773
  2314. L 334.850887 114.251394
  2315. L 335.519288 112.689179
  2316. L 336.187689 109.690688
  2317. L 336.85609 111.180734
  2318. L 337.524491 109.113226
  2319. L 338.192892 112.037476
  2320. L 338.861293 112.817862
  2321. L 339.529694 110.823615
  2322. L 340.866496 113.188628
  2323. L 341.534897 112.811967
  2324. L 342.203298 112.694556
  2325. L 342.871699 111.518851
  2326. L 343.540101 112.744058
  2327. L 344.208502 112.113113
  2328. L 344.876903 112.038253
  2329. L 345.545304 110.546969
  2330. L 346.213705 110.341281
  2331. L 346.882106 105.501238
  2332. L 348.218908 111.537047
  2333. L 348.887309 109.816036
  2334. L 350.224111 111.928442
  2335. L 350.892512 111.799916
  2336. L 351.560913 111.196036
  2337. L 352.229314 111.55186
  2338. L 352.897715 112.109831
  2339. L 353.566116 111.850349
  2340. L 354.234517 112.26276
  2341. L 354.902918 111.082786
  2342. L 355.57132 107.163237
  2343. L 356.239721 110.587735
  2344. L 356.908122 111.430728
  2345. L 357.576523 109.870423
  2346. L 358.244924 105.022707
  2347. L 358.913325 107.681114
  2348. L 359.581726 112.03502
  2349. L 360.250127 113.849896
  2350. L 360.918528 112.468552
  2351. L 361.586929 110.57
  2352. L 362.25533 111.17988
  2353. L 362.923731 110.240594
  2354. L 363.592132 111.300005
  2355. L 364.260533 112.093132
  2356. L 364.928934 109.064784
  2357. L 365.597335 107.378126
  2358. L 366.265736 111.561891
  2359. L 366.934137 112.026673
  2360. L 367.602539 109.665382
  2361. L 368.27094 108.577073
  2362. L 368.939341 111.641404
  2363. L 369.607742 112.375387
  2364. L 370.944544 109.227121
  2365. L 372.281346 113.780074
  2366. L 372.281346 113.780074
  2367. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2368. </g>
  2369. <g id="text_10">
  2370. <g id="patch_12">
  2371. <path d="M 18.697188 108.96222
  2372. L 46.430938 108.96222
  2373. Q 48.830938 108.96222 48.830938 106.56222
  2374. L 48.830938 98.81972
  2375. Q 48.830938 96.41972 46.430938 96.41972
  2376. L 18.697188 96.41972
  2377. Q 16.297188 96.41972 16.297188 98.81972
  2378. L 16.297188 106.56222
  2379. Q 16.297188 108.96222 18.697188 108.96222
  2380. z
  2381. " style="fill:#ffffff;opacity:0.8;"/>
  2382. </g>
  2383. <!-- DVARS -->
  2384. <defs>
  2385. <path d="M 19.671875 64.796875
  2386. L 19.671875 8.109375
  2387. L 31.59375 8.109375
  2388. Q 46.6875 8.109375 53.6875 14.9375
  2389. Q 60.6875 21.78125 60.6875 36.53125
  2390. Q 60.6875 51.171875 53.6875 57.984375
  2391. Q 46.6875 64.796875 31.59375 64.796875
  2392. z
  2393. M 9.8125 72.90625
  2394. L 30.078125 72.90625
  2395. Q 51.265625 72.90625 61.171875 64.09375
  2396. Q 71.09375 55.28125 71.09375 36.53125
  2397. Q 71.09375 17.671875 61.125 8.828125
  2398. Q 51.171875 0 30.078125 0
  2399. L 9.8125 0
  2400. z
  2401. " id="DejaVuSans-44"/>
  2402. <path d="M 28.609375 0
  2403. L 0.78125 72.90625
  2404. L 11.078125 72.90625
  2405. L 34.1875 11.53125
  2406. L 57.328125 72.90625
  2407. L 67.578125 72.90625
  2408. L 39.796875 0
  2409. z
  2410. " id="DejaVuSans-56"/>
  2411. <path d="M 34.1875 63.1875
  2412. L 20.796875 26.90625
  2413. L 47.609375 26.90625
  2414. z
  2415. M 28.609375 72.90625
  2416. L 39.796875 72.90625
  2417. L 67.578125 0
  2418. L 57.328125 0
  2419. L 50.6875 18.703125
  2420. L 17.828125 18.703125
  2421. L 11.1875 0
  2422. L 0.78125 0
  2423. z
  2424. " id="DejaVuSans-41"/>
  2425. <path d="M 44.390625 34.1875
  2426. Q 47.5625 33.109375 50.5625 29.59375
  2427. Q 53.5625 26.078125 56.59375 19.921875
  2428. L 66.609375 0
  2429. L 56 0
  2430. L 46.6875 18.703125
  2431. Q 43.0625 26.03125 39.671875 28.421875
  2432. Q 36.28125 30.8125 30.421875 30.8125
  2433. L 19.671875 30.8125
  2434. L 19.671875 0
  2435. L 9.8125 0
  2436. L 9.8125 72.90625
  2437. L 32.078125 72.90625
  2438. Q 44.578125 72.90625 50.734375 67.671875
  2439. Q 56.890625 62.453125 56.890625 51.90625
  2440. Q 56.890625 45.015625 53.6875 40.46875
  2441. Q 50.484375 35.9375 44.390625 34.1875
  2442. z
  2443. M 19.671875 64.796875
  2444. L 19.671875 38.921875
  2445. L 32.078125 38.921875
  2446. Q 39.203125 38.921875 42.84375 42.21875
  2447. Q 46.484375 45.515625 46.484375 51.90625
  2448. Q 46.484375 58.296875 42.84375 61.546875
  2449. Q 39.203125 64.796875 32.078125 64.796875
  2450. z
  2451. " id="DejaVuSans-52"/>
  2452. </defs>
  2453. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2454. <use xlink:href="#DejaVuSans-44"/>
  2455. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2456. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2457. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2458. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2459. </g>
  2460. </g>
  2461. <g id="text_11">
  2462. <g id="patch_13">
  2463. <path d="M 290.289663 105.826595
  2464. L 365.209663 105.826595
  2465. Q 366.409663 105.826595 366.409663 104.626595
  2466. L 366.409663 100.755345
  2467. Q 366.409663 99.555345 365.209663 99.555345
  2468. L 290.289663 99.555345
  2469. Q 289.089663 99.555345 289.089663 100.755345
  2470. L 289.089663 104.626595
  2471. Q 289.089663 105.826595 290.289663 105.826595
  2472. z
  2473. " style="fill:#ffffff;opacity:0.8;"/>
  2474. </g>
  2475. <!-- max: 1.693 $\bullet$ mean: 1.270 $\bullet$ $\sigma$: 0.090 -->
  2476. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2477. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2478. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2479. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2480. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2481. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2482. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  2483. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2484. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
  2485. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-39"/>
  2486. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-33"/>
  2487. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2488. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2489. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2490. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2491. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2492. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2493. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2494. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2495. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2496. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2497. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2498. <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
  2499. <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-37"/>
  2500. <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-30"/>
  2501. <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
  2502. <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2503. <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
  2504. <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2505. <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2506. <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
  2507. <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
  2508. <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2509. <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-30"/>
  2510. <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-39"/>
  2511. <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-30"/>
  2512. </g>
  2513. </g>
  2514. <g id="text_12">
  2515. <!-- 1.44 -->
  2516. <g style="fill:#d3d3d3;" transform="translate(11.0175 106.694416)scale(0.03 -0.03)">
  2517. <use xlink:href="#DejaVuSans-31"/>
  2518. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2519. <use x="95.410156" xlink:href="#DejaVuSans-34"/>
  2520. <use x="159.033203" xlink:href="#DejaVuSans-34"/>
  2521. </g>
  2522. </g>
  2523. </g>
  2524. <g id="axes_5">
  2525. <g id="patch_14">
  2526. <path d="M 18.697188 148.249344
  2527. L 372.281346 148.249344
  2528. L 372.281346 122.702592
  2529. L 18.697188 122.702592
  2530. z
  2531. " style="fill:#ffffff;"/>
  2532. </g>
  2533. <g id="matplotlib.axis_9">
  2534. <g id="xtick_21"/>
  2535. <g id="xtick_22"/>
  2536. <g id="xtick_23"/>
  2537. <g id="xtick_24"/>
  2538. <g id="xtick_25"/>
  2539. </g>
  2540. <g id="matplotlib.axis_10"/>
  2541. <g id="line2d_9">
  2542. <path clip-path="url(#p78ca454f12)" d="M 18.697188 134.206296
  2543. L 372.281346 134.206296
  2544. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2545. </g>
  2546. <g id="line2d_10">
  2547. <path clip-path="url(#p78ca454f12)" d="M 19.365589 137.588682
  2548. L 20.03399 139.322418
  2549. L 20.702391 143.870515
  2550. L 21.370792 135.701366
  2551. L 22.039193 133.847083
  2552. L 22.707594 134.881753
  2553. L 24.044396 141.769475
  2554. L 24.712797 134.781688
  2555. L 25.381198 135.648545
  2556. L 26.049599 142.072095
  2557. L 26.718 138.034277
  2558. L 27.386401 132.83054
  2559. L 28.054802 135.487018
  2560. L 28.723203 140.615813
  2561. L 29.391604 140.817375
  2562. L 30.060005 136.017424
  2563. L 30.728407 134.137762
  2564. L 31.396808 132.891539
  2565. L 32.065209 137.977681
  2566. L 32.73361 138.668831
  2567. L 33.402011 133.825412
  2568. L 34.070412 136.026844
  2569. L 34.738813 137.171844
  2570. L 35.407214 137.013687
  2571. L 36.075615 133.247136
  2572. L 36.744016 135.120175
  2573. L 37.412417 138.602255
  2574. L 38.080818 143.792084
  2575. L 39.41762 131.97519
  2576. L 40.086021 133.170151
  2577. L 40.754422 141.001878
  2578. L 41.422823 140.849234
  2579. L 42.091224 141.069897
  2580. L 42.759626 140.285053
  2581. L 43.428027 143.773509
  2582. L 44.096428 141.696485
  2583. L 44.764829 134.325891
  2584. L 45.43323 134.983878
  2585. L 46.101631 137.424719
  2586. L 46.770032 145.015883
  2587. L 47.438433 139.520725
  2588. L 48.106834 135.460876
  2589. L 48.775235 134.733867
  2590. L 49.443636 139.250589
  2591. L 50.112037 144.964147
  2592. L 50.780438 142.474453
  2593. L 51.448839 138.085462
  2594. L 52.11724 139.953372
  2595. L 52.785641 135.576739
  2596. L 53.454042 137.63883
  2597. L 54.122443 142.622501
  2598. L 54.790845 142.558443
  2599. L 55.459246 134.381516
  2600. L 56.127647 132.464621
  2601. L 56.796048 132.466048
  2602. L 57.464449 137.631047
  2603. L 58.13285 128.865654
  2604. L 58.801251 142.657586
  2605. L 59.469652 134.719803
  2606. L 60.138053 135.320517
  2607. L 60.806454 136.296975
  2608. L 61.474855 132.491033
  2609. L 62.143256 134.154445
  2610. L 63.480058 144.140745
  2611. L 64.148459 141.457337
  2612. L 65.485261 134.598432
  2613. L 66.822064 144.658346
  2614. L 67.490465 139.646443
  2615. L 68.158866 137.067774
  2616. L 68.827267 133.594091
  2617. L 69.495668 133.845503
  2618. L 70.164069 141.714343
  2619. L 70.83247 145.034336
  2620. L 71.500871 138.41461
  2621. L 72.169272 134.31135
  2622. L 72.837673 134.911334
  2623. L 73.506074 141.942651
  2624. L 74.174475 140.77934
  2625. L 74.842876 134.42466
  2626. L 75.511277 135.103065
  2627. L 76.179678 139.653239
  2628. L 76.848079 145.218479
  2629. L 77.51648 141.034663
  2630. L 78.184881 137.690887
  2631. L 78.853283 138.291427
  2632. L 79.521684 145.797533
  2633. L 80.190085 137.503126
  2634. L 80.858486 135.257305
  2635. L 81.526887 141.178596
  2636. L 82.195288 139.766503
  2637. L 82.863689 133.672722
  2638. L 83.53209 136.966466
  2639. L 84.200491 142.105802
  2640. L 84.868892 140.875675
  2641. L 85.537293 137.261449
  2642. L 86.205694 135.1972
  2643. L 87.542496 139.297159
  2644. L 88.210897 142.36
  2645. L 88.879298 143.074036
  2646. L 89.547699 140.502298
  2647. L 90.2161 138.94281
  2648. L 90.884502 142.205137
  2649. L 91.552903 144.574912
  2650. L 92.221304 140.664855
  2651. L 92.889705 135.930203
  2652. L 93.558106 133.68499
  2653. L 94.894908 141.899048
  2654. L 95.563309 144.556531
  2655. L 96.900111 137.96615
  2656. L 97.568512 134.218074
  2657. L 98.236913 135.939055
  2658. L 98.905314 143.650984
  2659. L 99.573715 142.773417
  2660. L 100.910517 135.612504
  2661. L 101.578918 137.91016
  2662. L 102.247319 141.119953
  2663. L 102.915721 145.672012
  2664. L 103.584122 140.217008
  2665. L 104.252523 135.717591
  2666. L 104.920924 138.071484
  2667. L 105.589325 143.528477
  2668. L 107.594528 134.839522
  2669. L 108.262929 135.214708
  2670. L 108.93133 142.109019
  2671. L 109.599731 145.466492
  2672. L 110.268132 139.453273
  2673. L 110.936533 131.270151
  2674. L 111.604934 134.15533
  2675. L 112.941736 144.018233
  2676. L 113.610137 138.732216
  2677. L 114.278538 135.504539
  2678. L 114.94694 138.211999
  2679. L 115.615341 144.343912
  2680. L 116.283742 141.171626
  2681. L 117.620544 137.474328
  2682. L 118.288945 137.231667
  2683. L 118.957346 142.662395
  2684. L 119.625747 144.406425
  2685. L 120.294148 138.582189
  2686. L 120.962549 134.198445
  2687. L 121.63095 137.151968
  2688. L 122.299351 142.714896
  2689. L 122.967752 140.939936
  2690. L 123.636153 137.463226
  2691. L 124.304554 138.136848
  2692. L 124.972955 144.115019
  2693. L 126.309757 137.714454
  2694. L 126.978159 139.050918
  2695. L 127.64656 140.962886
  2696. L 128.314961 143.820991
  2697. L 128.983362 141.312853
  2698. L 129.651763 137.929456
  2699. L 130.320164 137.304561
  2700. L 130.988565 139.034013
  2701. L 131.656966 139.716301
  2702. L 132.325367 144.298592
  2703. L 132.993768 141.79907
  2704. L 133.662169 136.99351
  2705. L 134.33057 136.186388
  2706. L 134.998971 138.65364
  2707. L 135.667372 144.91166
  2708. L 136.335773 141.330448
  2709. L 137.004174 135.299135
  2710. L 137.672575 135.392631
  2711. L 139.009378 143.377309
  2712. L 139.677779 139.676511
  2713. L 141.014581 135.352615
  2714. L 141.682982 137.238899
  2715. L 142.351383 140.864856
  2716. L 143.019784 141.679149
  2717. L 143.688185 136.722981
  2718. L 144.356586 137.002418
  2719. L 145.693388 143.075854
  2720. L 146.361789 142.704787
  2721. L 147.698591 136.556525
  2722. L 148.366992 137.782444
  2723. L 149.035393 141.570675
  2724. L 149.703794 142.342617
  2725. L 150.372195 138.222841
  2726. L 151.040597 135.135679
  2727. L 151.708998 134.541909
  2728. L 152.377399 135.87695
  2729. L 153.0458 140.399076
  2730. L 153.714201 143.4993
  2731. L 155.051003 135.85424
  2732. L 155.719404 134.953406
  2733. L 156.387805 138.131649
  2734. L 157.056206 144.483039
  2735. L 157.724607 139.179349
  2736. L 158.393008 135.085051
  2737. L 159.061409 134.723174
  2738. L 159.72981 141.778937
  2739. L 160.398211 140.820121
  2740. L 161.066612 136.771044
  2741. L 161.735013 138.267332
  2742. L 163.071816 139.512767
  2743. L 163.740217 143.034915
  2744. L 164.408618 138.240265
  2745. L 165.077019 136.668904
  2746. L 165.74542 136.037225
  2747. L 166.413821 138.795179
  2748. L 167.082222 143.108235
  2749. L 167.750623 142.765316
  2750. L 168.419024 138.234348
  2751. L 169.087425 135.386223
  2752. L 169.755826 141.846716
  2753. L 170.424227 136.999435
  2754. L 171.092628 136.900635
  2755. L 172.42943 134.36969
  2756. L 173.097831 137.352692
  2757. L 173.766232 144.032769
  2758. L 174.434633 136.018341
  2759. L 175.103035 135.173434
  2760. L 175.771436 136.775255
  2761. L 176.439837 142.534464
  2762. L 177.108238 141.335699
  2763. L 177.776639 139.361793
  2764. L 178.44504 135.668381
  2765. L 179.113441 135.139719
  2766. L 179.781842 139.84996
  2767. L 180.450243 141.037296
  2768. L 181.118644 136.595729
  2769. L 181.787045 135.151975
  2770. L 182.455446 139.437484
  2771. L 183.123847 145.401575
  2772. L 183.792248 144.170166
  2773. L 184.460649 140.546551
  2774. L 185.12905 142.146305
  2775. L 185.797451 143.411819
  2776. L 186.465852 140.501185
  2777. L 187.134254 138.817628
  2778. L 187.802655 137.620804
  2779. L 188.471056 135.643844
  2780. L 189.139457 136.747365
  2781. L 189.807858 138.371818
  2782. L 190.476259 124.919749
  2783. L 191.14466 138.305554
  2784. L 191.813061 137.862563
  2785. L 192.481462 138.083284
  2786. L 193.149863 143.642529
  2787. L 193.818264 139.724521
  2788. L 194.486665 138.925169
  2789. L 195.155066 140.301418
  2790. L 196.491868 144.441748
  2791. L 197.160269 137.072336
  2792. L 197.82867 135.065424
  2793. L 198.497071 138.934678
  2794. L 199.165473 142.001804
  2795. L 199.833874 140.184859
  2796. L 200.502275 135.565798
  2797. L 201.170676 139.137574
  2798. L 202.507478 144.625747
  2799. L 203.175879 143.891406
  2800. L 203.84428 138.756657
  2801. L 204.512681 135.327453
  2802. L 205.849483 144.905814
  2803. L 206.517884 139.006884
  2804. L 207.186285 139.23642
  2805. L 207.854686 139.60108
  2806. L 208.523087 142.347523
  2807. L 209.859889 132.049369
  2808. L 211.196692 142.046287
  2809. L 211.865093 143.821141
  2810. L 212.533494 142.551285
  2811. L 213.201895 139.494829
  2812. L 213.870296 138.546621
  2813. L 215.207098 140.685101
  2814. L 215.875499 145.719686
  2815. L 216.5439 139.907617
  2816. L 217.212301 139.385212
  2817. L 217.880702 140.16311
  2818. L 218.549103 143.422414
  2819. L 219.217504 143.541104
  2820. L 219.885905 138.687068
  2821. L 220.554306 137.16709
  2822. L 221.222707 138.882795
  2823. L 221.891108 144.749814
  2824. L 222.559509 139.48463
  2825. L 223.227911 135.612013
  2826. L 223.896312 134.363698
  2827. L 224.564713 138.294928
  2828. L 225.233114 138.280964
  2829. L 225.901515 137.254032
  2830. L 227.238317 142.864729
  2831. L 227.906718 143.034493
  2832. L 228.575119 136.777696
  2833. L 229.24352 137.21584
  2834. L 229.911921 143.252984
  2835. L 231.248723 136.183486
  2836. L 231.917124 134.608464
  2837. L 232.585525 139.459234
  2838. L 233.253926 145.633238
  2839. L 233.922327 139.051091
  2840. L 234.590728 136.260247
  2841. L 235.25913 137.955024
  2842. L 236.595932 143.52005
  2843. L 237.264333 143.300454
  2844. L 237.932734 139.255256
  2845. L 239.269536 138.185343
  2846. L 239.937937 140.957039
  2847. L 240.606338 145.206493
  2848. L 241.274739 140.343782
  2849. L 241.94314 137.04731
  2850. L 242.611541 135.442374
  2851. L 243.279942 138.022907
  2852. L 243.948343 143.153257
  2853. L 244.616744 137.438461
  2854. L 245.285145 137.206537
  2855. L 245.953546 136.782727
  2856. L 246.621947 140.02861
  2857. L 247.290349 142.206306
  2858. L 247.95875 135.15108
  2859. L 248.627151 134.314636
  2860. L 249.295552 135.169067
  2861. L 249.963953 136.971416
  2862. L 250.632354 140.683744
  2863. L 251.300755 142.709769
  2864. L 251.969156 135.540396
  2865. L 252.637557 138.25579
  2866. L 253.305958 143.643993
  2867. L 253.974359 142.152867
  2868. L 254.64276 141.558822
  2869. L 255.311161 137.363188
  2870. L 255.979562 134.780346
  2871. L 256.647963 142.437495
  2872. L 257.316364 141.459579
  2873. L 257.984765 140.894782
  2874. L 258.653166 137.284079
  2875. L 259.321568 134.3175
  2876. L 259.989969 139.245313
  2877. L 260.65837 142.222855
  2878. L 261.326771 134.254226
  2879. L 261.995172 134.84902
  2880. L 262.663573 134.530737
  2881. L 263.331974 140.067137
  2882. L 264.000375 140.702033
  2883. L 264.668776 136.092746
  2884. L 265.337177 137.706236
  2885. L 266.005578 142.88135
  2886. L 266.673979 145.447475
  2887. L 268.010781 137.381664
  2888. L 268.679182 136.530503
  2889. L 269.347583 137.699587
  2890. L 270.684385 144.240047
  2891. L 271.352787 142.921796
  2892. L 272.021188 140.524264
  2893. L 272.689589 135.600654
  2894. L 273.35799 136.083956
  2895. L 274.026391 135.709255
  2896. L 274.694792 143.035757
  2897. L 275.363193 140.751156
  2898. L 276.031594 137.964337
  2899. L 276.699995 136.546931
  2900. L 277.368396 140.482115
  2901. L 278.036797 141.598646
  2902. L 278.705198 139.573125
  2903. L 279.373599 139.293733
  2904. L 280.042 135.689187
  2905. L 280.710401 135.299122
  2906. L 281.378802 141.80098
  2907. L 282.047203 141.93895
  2908. L 282.715604 139.249174
  2909. L 283.384006 137.049192
  2910. L 284.052407 140.001235
  2911. L 284.720808 141.355328
  2912. L 285.389209 144.572446
  2913. L 286.05761 142.556009
  2914. L 286.726011 139.464484
  2915. L 288.062813 135.025602
  2916. L 288.731214 135.119284
  2917. L 289.399615 138.76032
  2918. L 290.068016 140.510612
  2919. L 290.736417 143.354149
  2920. L 291.404818 143.331218
  2921. L 292.073219 139.682966
  2922. L 292.74162 136.938918
  2923. L 293.410021 136.450329
  2924. L 294.078422 141.315254
  2925. L 294.746823 143.072453
  2926. L 297.420428 137.568372
  2927. L 298.088829 137.378391
  2928. L 299.425631 144.012157
  2929. L 300.094032 138.726891
  2930. L 300.762433 136.692258
  2931. L 301.430834 138.960307
  2932. L 302.099235 144.598065
  2933. L 302.767636 139.194761
  2934. L 303.436037 136.914576
  2935. L 304.104438 140.63608
  2936. L 304.772839 141.762542
  2937. L 305.44124 137.004497
  2938. L 306.109641 135.616182
  2939. L 306.778042 137.955474
  2940. L 307.446444 143.719194
  2941. L 308.783246 137.666076
  2942. L 309.451647 136.056724
  2943. L 310.120048 140.190736
  2944. L 310.788449 139.827174
  2945. L 311.45685 138.882205
  2946. L 312.125251 139.965789
  2947. L 312.793652 139.747176
  2948. L 313.462053 141.596939
  2949. L 314.130454 140.755206
  2950. L 314.798855 142.47975
  2951. L 315.467256 141.134581
  2952. L 316.135657 136.844142
  2953. L 316.804058 138.203674
  2954. L 317.472459 143.647075
  2955. L 318.14086 138.176665
  2956. L 318.809261 140.807706
  2957. L 319.477663 141.457411
  2958. L 320.146064 144.724114
  2959. L 320.814465 142.451245
  2960. L 321.482866 142.402394
  2961. L 322.819668 132.492045
  2962. L 323.488069 134.578653
  2963. L 324.15647 141.623816
  2964. L 324.824871 142.866076
  2965. L 325.493272 136.912279
  2966. L 326.161673 134.39043
  2967. L 326.830074 134.671895
  2968. L 327.498475 139.324782
  2969. L 328.166876 141.79054
  2970. L 328.835277 143.350979
  2971. L 330.172079 136.872221
  2972. L 330.84048 137.223412
  2973. L 331.508882 142.138726
  2974. L 332.845684 139.023964
  2975. L 333.514085 139.245908
  2976. L 334.182486 142.509717
  2977. L 334.850887 141.337347
  2978. L 335.519288 138.315424
  2979. L 336.187689 137.350622
  2980. L 336.85609 137.85832
  2981. L 337.524491 137.384577
  2982. L 338.192892 135.3676
  2983. L 338.861293 136.379343
  2984. L 339.529694 138.143051
  2985. L 340.198095 141.233107
  2986. L 340.866496 143.269344
  2987. L 341.534897 135.064216
  2988. L 342.203298 135.435831
  2989. L 342.871699 137.600313
  2990. L 343.540101 144.732852
  2991. L 344.208502 138.996854
  2992. L 344.876903 138.0376
  2993. L 345.545304 142.810667
  2994. L 346.213705 143.482495
  2995. L 346.882106 138.477386
  2996. L 347.550507 135.367964
  2997. L 348.218908 137.921711
  2998. L 348.887309 142.027482
  2999. L 349.55571 144.801707
  3000. L 350.224111 139.673971
  3001. L 350.892512 136.205472
  3002. L 351.560913 135.581401
  3003. L 352.897715 140.106686
  3004. L 353.566116 143.629623
  3005. L 354.234517 142.961469
  3006. L 354.902918 138.141117
  3007. L 355.57132 136.063965
  3008. L 356.239721 137.130487
  3009. L 356.908122 137.924197
  3010. L 357.576523 140.471093
  3011. L 358.244924 145.354395
  3012. L 358.913325 137.740149
  3013. L 359.581726 133.727107
  3014. L 360.250127 137.139175
  3015. L 360.918528 142.719683
  3016. L 361.586929 142.771067
  3017. L 362.25533 138.113717
  3018. L 362.923731 135.763315
  3019. L 363.592132 139.691357
  3020. L 364.260533 140.177389
  3021. L 364.928934 132.789008
  3022. L 365.597335 133.748731
  3023. L 366.265736 137.877869
  3024. L 366.934137 145.087058
  3025. L 367.602539 136.287461
  3026. L 368.27094 130.579914
  3027. L 368.939341 134.813658
  3028. L 369.607742 143.743005
  3029. L 370.276143 137.71274
  3030. L 370.944544 134.728097
  3031. L 371.612945 135.21111
  3032. L 372.281346 141.449451
  3033. L 372.281346 141.449451
  3034. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  3035. </g>
  3036. <g id="text_13">
  3037. <g id="patch_15">
  3038. <path d="M 18.697188 136.637868
  3039. L 29.458438 136.637868
  3040. Q 31.858438 136.637868 31.858438 134.237868
  3041. L 31.858438 126.495368
  3042. Q 31.858438 124.095368 29.458438 124.095368
  3043. L 18.697188 124.095368
  3044. Q 16.297188 124.095368 16.297188 126.495368
  3045. L 16.297188 134.237868
  3046. Q 16.297188 136.637868 18.697188 136.637868
  3047. z
  3048. " style="fill:#ffffff;opacity:0.8;"/>
  3049. </g>
  3050. <!-- FD -->
  3051. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  3052. <use xlink:href="#DejaVuSans-46"/>
  3053. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  3054. </g>
  3055. </g>
  3056. <g id="text_14">
  3057. <g id="patch_16">
  3058. <path d="M 290.289663 133.502243
  3059. L 365.209663 133.502243
  3060. Q 366.409663 133.502243 366.409663 132.302243
  3061. L 366.409663 128.430993
  3062. Q 366.409663 127.230993 365.209663 127.230993
  3063. L 290.289663 127.230993
  3064. Q 289.089663 127.230993 289.089663 128.430993
  3065. L 289.089663 132.302243
  3066. Q 289.089663 133.502243 290.289663 133.502243
  3067. z
  3068. " style="fill:#ffffff;opacity:0.8;"/>
  3069. </g>
  3070. <!-- max: 0.415 $\bullet$ mean: 0.151 $\bullet$ $\sigma$: 0.062 -->
  3071. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  3072. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3073. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3074. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3075. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3076. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3077. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  3078. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3079. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
  3080. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-31"/>
  3081. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  3082. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  3083. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3084. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  3085. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3086. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  3087. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  3088. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3089. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3090. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  3091. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  3092. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3093. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  3094. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-35"/>
  3095. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-31"/>
  3096. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  3097. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3098. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  3099. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3100. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3101. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3102. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  3103. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3104. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  3105. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-36"/>
  3106. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-32"/>
  3107. </g>
  3108. </g>
  3109. <g id="text_15">
  3110. <!-- 0.24 -->
  3111. <g style="fill:#d3d3d3;" transform="translate(11.0175 135.034109)scale(0.03 -0.03)">
  3112. <use xlink:href="#DejaVuSans-30"/>
  3113. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3114. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  3115. <use x="159.033203" xlink:href="#DejaVuSans-34"/>
  3116. </g>
  3117. </g>
  3118. </g>
  3119. <g id="axes_6">
  3120. <g id="patch_17">
  3121. <path d="M 15.161346 278.112
  3122. L 18.697188 278.112
  3123. L 18.697188 150.37824
  3124. L 15.161346 150.37824
  3125. z
  3126. " style="fill:#ffffff;"/>
  3127. </g>
  3128. <g clip-path="url(#p01409cc60f)">
  3129. <image height="948" id="image75f445dd5e" transform="matrix(4 0 0 0.135021 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  3130. iVBORw0KGgoAAAANSUhEUgAAAAEAAAO0CAYAAABk+lzSAAAABHNCSVQICAgIfAhkiAAAAEVJREFUWIXt17ENABAYBeEXlSmIisZCFrGYWdQ2YQWFyF9c89XXnmIf20kSAAAAAMA/lm8WMm6pKVjIgEdo5sIGAQB85gCulQ2ADUEBCQAAAABJRU5ErkJggg=="/>
  3131. </g>
  3132. <g id="matplotlib.axis_11"/>
  3133. <g id="matplotlib.axis_12"/>
  3134. </g>
  3135. <g id="axes_7">
  3136. <g id="patch_18">
  3137. <path d="M 18.697188 278.112
  3138. L 372.281346 278.112
  3139. L 372.281346 150.37824
  3140. L 18.697188 150.37824
  3141. z
  3142. " style="fill:#ffffff;"/>
  3143. </g>
  3144. <g clip-path="url(#p57dacbb3d4)">
  3145. <image height="128.16" id="image4bb71ed5ca" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  3146. 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" y="-149.952"/>
  3147. </g>
  3148. <g id="matplotlib.axis_13">
  3149. <g id="xtick_26">
  3150. <g id="line2d_11">
  3151. <defs>
  3152. <path d="M 0 0
  3153. L 0 4.8
  3154. " id="mdfb4412dd1" style="stroke:#262626;"/>
  3155. </defs>
  3156. <g>
  3157. <use style="fill:#262626;stroke:#262626;" x="19.030757" xlink:href="#mdfb4412dd1" y="278.112"/>
  3158. </g>
  3159. </g>
  3160. <g id="text_16">
  3161. <!-- 0.00 -->
  3162. <g style="fill:#262626;" transform="translate(13.464351 290.211219)scale(0.05 -0.05)">
  3163. <use xlink:href="#DejaVuSans-30"/>
  3164. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3165. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  3166. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3167. </g>
  3168. </g>
  3169. </g>
  3170. <g id="xtick_27">
  3171. <g id="line2d_12">
  3172. <g>
  3173. <use style="fill:#262626;stroke:#262626;" x="89.747589" xlink:href="#mdfb4412dd1" y="278.112"/>
  3174. </g>
  3175. </g>
  3176. <g id="text_17">
  3177. <!-- 106.00 -->
  3178. <g style="fill:#262626;" transform="translate(80.999933 290.211219)scale(0.05 -0.05)">
  3179. <use xlink:href="#DejaVuSans-31"/>
  3180. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3181. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  3182. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3183. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3184. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3185. </g>
  3186. </g>
  3187. </g>
  3188. <g id="xtick_28">
  3189. <g id="line2d_13">
  3190. <g>
  3191. <use style="fill:#262626;stroke:#262626;" x="160.464421" xlink:href="#mdfb4412dd1" y="278.112"/>
  3192. </g>
  3193. </g>
  3194. <g id="text_18">
  3195. <!-- 212.00 -->
  3196. <g style="fill:#262626;" transform="translate(151.716765 290.211219)scale(0.05 -0.05)">
  3197. <use xlink:href="#DejaVuSans-32"/>
  3198. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3199. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  3200. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3201. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3202. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3203. </g>
  3204. </g>
  3205. </g>
  3206. <g id="xtick_29">
  3207. <g id="line2d_14">
  3208. <g>
  3209. <use style="fill:#262626;stroke:#262626;" x="231.181253" xlink:href="#mdfb4412dd1" y="278.112"/>
  3210. </g>
  3211. </g>
  3212. <g id="text_19">
  3213. <!-- 318.00 -->
  3214. <g style="fill:#262626;" transform="translate(222.433596 290.211219)scale(0.05 -0.05)">
  3215. <use xlink:href="#DejaVuSans-33"/>
  3216. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3217. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  3218. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3219. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3220. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3221. </g>
  3222. </g>
  3223. </g>
  3224. <g id="xtick_30">
  3225. <g id="line2d_15">
  3226. <g>
  3227. <use style="fill:#262626;stroke:#262626;" x="301.898084" xlink:href="#mdfb4412dd1" y="278.112"/>
  3228. </g>
  3229. </g>
  3230. <g id="text_20">
  3231. <!-- 424.00 -->
  3232. <g style="fill:#262626;" transform="translate(293.150428 290.211219)scale(0.05 -0.05)">
  3233. <use xlink:href="#DejaVuSans-34"/>
  3234. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  3235. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  3236. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3237. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3238. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3239. </g>
  3240. </g>
  3241. </g>
  3242. <g id="text_21">
  3243. <!-- time (s) -->
  3244. <defs>
  3245. <path d="M 18.3125 70.21875
  3246. L 18.3125 54.6875
  3247. L 36.8125 54.6875
  3248. L 36.8125 47.703125
  3249. L 18.3125 47.703125
  3250. L 18.3125 18.015625
  3251. Q 18.3125 11.328125 20.140625 9.421875
  3252. Q 21.96875 7.515625 27.59375 7.515625
  3253. L 36.8125 7.515625
  3254. L 36.8125 0
  3255. L 27.59375 0
  3256. Q 17.1875 0 13.234375 3.875
  3257. Q 9.28125 7.765625 9.28125 18.015625
  3258. L 9.28125 47.703125
  3259. L 2.6875 47.703125
  3260. L 2.6875 54.6875
  3261. L 9.28125 54.6875
  3262. L 9.28125 70.21875
  3263. z
  3264. " id="DejaVuSans-74"/>
  3265. <path d="M 9.421875 54.6875
  3266. L 18.40625 54.6875
  3267. L 18.40625 0
  3268. L 9.421875 0
  3269. z
  3270. M 9.421875 75.984375
  3271. L 18.40625 75.984375
  3272. L 18.40625 64.59375
  3273. L 9.421875 64.59375
  3274. z
  3275. " id="DejaVuSans-69"/>
  3276. <path d="M 31 75.875
  3277. Q 24.46875 64.65625 21.28125 53.65625
  3278. Q 18.109375 42.671875 18.109375 31.390625
  3279. Q 18.109375 20.125 21.3125 9.0625
  3280. Q 24.515625 -2 31 -13.1875
  3281. L 23.1875 -13.1875
  3282. Q 15.875 -1.703125 12.234375 9.375
  3283. Q 8.59375 20.453125 8.59375 31.390625
  3284. Q 8.59375 42.28125 12.203125 53.3125
  3285. Q 15.828125 64.359375 23.1875 75.875
  3286. z
  3287. " id="DejaVuSans-28"/>
  3288. <path d="M 44.28125 53.078125
  3289. L 44.28125 44.578125
  3290. Q 40.484375 46.53125 36.375 47.5
  3291. Q 32.28125 48.484375 27.875 48.484375
  3292. Q 21.1875 48.484375 17.84375 46.4375
  3293. Q 14.5 44.390625 14.5 40.28125
  3294. Q 14.5 37.15625 16.890625 35.375
  3295. Q 19.28125 33.59375 26.515625 31.984375
  3296. L 29.59375 31.296875
  3297. Q 39.15625 29.25 43.1875 25.515625
  3298. Q 47.21875 21.78125 47.21875 15.09375
  3299. Q 47.21875 7.46875 41.1875 3.015625
  3300. Q 35.15625 -1.421875 24.609375 -1.421875
  3301. Q 20.21875 -1.421875 15.453125 -0.5625
  3302. Q 10.6875 0.296875 5.421875 2
  3303. L 5.421875 11.28125
  3304. Q 10.40625 8.6875 15.234375 7.390625
  3305. Q 20.0625 6.109375 24.8125 6.109375
  3306. Q 31.15625 6.109375 34.5625 8.28125
  3307. Q 37.984375 10.453125 37.984375 14.40625
  3308. Q 37.984375 18.0625 35.515625 20.015625
  3309. Q 33.0625 21.96875 24.703125 23.78125
  3310. L 21.578125 24.515625
  3311. Q 13.234375 26.265625 9.515625 29.90625
  3312. Q 5.8125 33.546875 5.8125 39.890625
  3313. Q 5.8125 47.609375 11.28125 51.796875
  3314. Q 16.75 56 26.8125 56
  3315. Q 31.78125 56 36.171875 55.265625
  3316. Q 40.578125 54.546875 44.28125 53.078125
  3317. z
  3318. " id="DejaVuSans-73"/>
  3319. <path d="M 8.015625 75.875
  3320. L 15.828125 75.875
  3321. Q 23.140625 64.359375 26.78125 53.3125
  3322. Q 30.421875 42.28125 30.421875 31.390625
  3323. Q 30.421875 20.453125 26.78125 9.375
  3324. Q 23.140625 -1.703125 15.828125 -13.1875
  3325. L 8.015625 -13.1875
  3326. Q 14.5 -2 17.703125 9.0625
  3327. Q 20.90625 20.125 20.90625 31.390625
  3328. Q 20.90625 42.671875 17.703125 53.65625
  3329. Q 14.5 64.65625 8.015625 75.875
  3330. z
  3331. " id="DejaVuSans-29"/>
  3332. </defs>
  3333. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3334. <use xlink:href="#DejaVuSans-74"/>
  3335. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3336. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3337. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3338. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3339. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3340. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3341. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3342. </g>
  3343. </g>
  3344. </g>
  3345. <g id="matplotlib.axis_14"/>
  3346. </g>
  3347. </g>
  3348. <defs>
  3349. <clipPath id="pcb41cb0beb">
  3350. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3351. </clipPath>
  3352. <clipPath id="p8ff31f452c">
  3353. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3354. </clipPath>
  3355. <clipPath id="pc233366da8">
  3356. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3357. </clipPath>
  3358. <clipPath id="pc5be4ed799">
  3359. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3360. </clipPath>
  3361. <clipPath id="p78ca454f12">
  3362. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3363. </clipPath>
  3364. <clipPath id="p01409cc60f">
  3365. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3366. </clipPath>
  3367. <clipPath id="p57dacbb3d4">
  3368. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3369. </clipPath>
  3370. </defs>
  3371. </svg>