sub-30_ses-01_task-highspeed_rec-prenorm_run-01_carpetplot.svg 424 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296129712981299130013011302130313041305130613071308130913101311131213131314131513161317131813191320132113221323132413251326132713281329133013311332133313341335133613371338133913401341134213431344134513461347134813491350135113521353135413551356135713581359136013611362136313641365136613671368136913701371137213731374137513761377137813791380138113821383138413851386138713881389139013911392139313941395139613971398139914001401140214031404140514061407140814091410141114121413141414151416141714181419142014211422142314241425142614271428142914301431143214331434143514361437143814391440144114421443144414451446144714481449145014511452145314541455145614571458145914601461146214631464146514661467146814691470147114721473147414751476147714781479148014811482148314841485148614871488148914901491149214931494149514961497149814991500150115021503150415051506150715081509151015111512151315141515151615171518151915201521152215231524152515261527152815291530153115321533153415351536153715381539154015411542154315441545154615471548154915501551155215531554155515561557155815591560156115621563156415651566156715681569157015711572157315741575157615771578157915801581158215831584158515861587158815891590159115921593159415951596159715981599160016011602160316041605160616071608160916101611161216131614161516161617161816191620162116221623162416251626162716281629163016311632163316341635163616371638163916401641164216431644164516461647164816491650165116521653165416551656165716581659166016611662166316641665166616671668166916701671167216731674167516761677167816791680168116821683168416851686168716881689169016911692169316941695169616971698169917001701170217031704170517061707170817091710171117121713171417151716171717181719172017211722172317241725172617271728172917301731173217331734173517361737173817391740174117421743174417451746174717481749175017511752175317541755175617571758175917601761176217631764176517661767176817691770177117721773177417751776177717781779178017811782178317841785178617871788178917901791179217931794179517961797179817991800180118021803180418051806180718081809181018111812181318141815181618171818181918201821182218231824182518261827182818291830183118321833183418351836183718381839184018411842184318441845184618471848184918501851185218531854185518561857185818591860186118621863186418651866186718681869187018711872187318741875187618771878187918801881188218831884188518861887188818891890189118921893189418951896189718981899190019011902190319041905190619071908190919101911191219131914191519161917191819191920192119221923192419251926192719281929193019311932193319341935193619371938193919401941194219431944194519461947194819491950195119521953195419551956195719581959196019611962196319641965196619671968196919701971197219731974197519761977197819791980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025202620272028202920302031203220332034203520362037203820392040204120422043204420452046204720482049205020512052205320542055205620572058205920602061206220632064206520662067206820692070207120722073207420752076207720782079208020812082208320842085208620872088208920902091209220932094209520962097209820992100210121022103210421052106210721082109211021112112211321142115211621172118211921202121212221232124212521262127212821292130213121322133213421352136213721382139214021412142214321442145214621472148214921502151215221532154215521562157215821592160216121622163216421652166216721682169217021712172217321742175217621772178217921802181218221832184218521862187218821892190219121922193219421952196219721982199220022012202220322042205220622072208220922102211221222132214221522162217221822192220222122222223222422252226222722282229223022312232223322342235223622372238223922402241224222432244224522462247224822492250225122522253225422552256225722582259226022612262226322642265226622672268226922702271227222732274227522762277227822792280228122822283228422852286228722882289229022912292229322942295229622972298229923002301230223032304230523062307230823092310231123122313231423152316231723182319232023212322232323242325232623272328232923302331233223332334233523362337233823392340234123422343234423452346234723482349235023512352235323542355235623572358235923602361236223632364236523662367236823692370237123722373237423752376237723782379238023812382238323842385238623872388238923902391239223932394239523962397239823992400240124022403240424052406240724082409241024112412241324142415241624172418241924202421242224232424242524262427242824292430243124322433243424352436243724382439244024412442244324442445244624472448244924502451245224532454245524562457245824592460246124622463246424652466246724682469247024712472247324742475247624772478247924802481248224832484248524862487248824892490249124922493249424952496249724982499250025012502250325042505250625072508250925102511251225132514251525162517251825192520252125222523252425252526252725282529253025312532253325342535253625372538253925402541254225432544254525462547254825492550255125522553255425552556255725582559256025612562256325642565256625672568256925702571257225732574257525762577257825792580258125822583258425852586258725882589259025912592259325942595259625972598259926002601260226032604260526062607260826092610261126122613261426152616261726182619262026212622262326242625262626272628262926302631263226332634263526362637263826392640264126422643264426452646264726482649265026512652265326542655265626572658265926602661266226632664266526662667266826692670267126722673267426752676267726782679268026812682268326842685268626872688268926902691269226932694269526962697269826992700270127022703270427052706270727082709271027112712271327142715271627172718271927202721272227232724272527262727272827292730273127322733273427352736273727382739274027412742274327442745274627472748274927502751275227532754275527562757275827592760276127622763276427652766276727682769277027712772277327742775277627772778277927802781278227832784278527862787278827892790279127922793279427952796279727982799280028012802280328042805280628072808280928102811281228132814281528162817281828192820282128222823282428252826282728282829283028312832283328342835283628372838283928402841284228432844284528462847284828492850285128522853285428552856285728582859286028612862286328642865286628672868286928702871287228732874287528762877287828792880288128822883288428852886288728882889289028912892289328942895289628972898289929002901290229032904290529062907290829092910291129122913291429152916291729182919292029212922292329242925292629272928292929302931293229332934293529362937293829392940294129422943294429452946294729482949295029512952295329542955295629572958295929602961296229632964296529662967296829692970297129722973297429752976297729782979298029812982298329842985298629872988298929902991299229932994299529962997299829993000300130023003300430053006300730083009301030113012301330143015301630173018301930203021302230233024302530263027302830293030303130323033303430353036303730383039304030413042304330443045304630473048304930503051305230533054305530563057305830593060306130623063306430653066306730683069307030713072307330743075307630773078307930803081308230833084308530863087308830893090309130923093309430953096309730983099310031013102310331043105310631073108310931103111311231133114311531163117311831193120312131223123312431253126312731283129313031313132313331343135313631373138313931403141314231433144314531463147314831493150315131523153315431553156315731583159316031613162316331643165316631673168316931703171317231733174317531763177317831793180318131823183318431853186318731883189319031913192319331943195319631973198319932003201320232033204320532063207320832093210321132123213321432153216321732183219322032213222322332243225322632273228322932303231323232333234323532363237323832393240324132423243324432453246324732483249325032513252325332543255325632573258325932603261326232633264326532663267326832693270327132723273327432753276327732783279328032813282328332843285328632873288328932903291329232933294329532963297329832993300
  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(#p6cca11a812)" d="M 18.697188 23.200624
  39. L 372.281346 23.200624
  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(#p6cca11a812)" d="M 18.697188 23.138212
  44. L 19.365589 23.673766
  45. L 20.03399 23.687462
  46. L 20.702391 23.530628
  47. L 23.375995 23.460876
  48. L 24.044396 23.552786
  49. L 26.718 23.579668
  50. L 28.054802 23.587031
  51. L 34.070412 23.493465
  52. L 35.407214 23.649651
  53. L 36.744016 23.376306
  54. L 39.41762 23.640609
  55. L 40.754422 23.87347
  56. L 42.091224 23.693713
  57. L 42.759626 23.426029
  58. L 44.096428 23.435128
  59. L 45.43323 23.141743
  60. L 50.780438 23.354807
  61. L 52.11724 23.398719
  62. L 54.122443 23.325656
  63. L 54.790845 23.495352
  64. L 57.464449 23.405028
  65. L 58.801251 23.599534
  66. L 60.138053 23.310745
  67. L 64.81686 23.810514
  68. L 68.827267 23.403141
  69. L 70.164069 23.561561
  70. L 72.837673 23.274254
  71. L 76.179678 23.580895
  72. L 76.848079 23.47434
  73. L 77.51648 23.513204
  74. L 78.853283 23.346402
  75. L 80.190085 23.505748
  76. L 81.526887 23.649917
  77. L 84.200491 23.576461
  78. L 86.205694 23.002587
  79. L 86.874095 23.117061
  80. L 87.542496 23.654583
  81. L 88.879298 23.855792
  82. L 91.552903 23.80865
  83. L 94.894908 23.224183
  84. L 96.900111 23.198077
  85. L 99.573715 23.410689
  86. L 100.910517 23.394481
  87. L 101.578918 23.415621
  88. L 102.247319 23.274578
  89. L 108.262929 23.383425
  90. L 110.268132 23.697233
  91. L 110.936533 23.59914
  92. L 111.604934 23.700104
  93. L 114.94694 23.504278
  94. L 115.615341 23.361811
  95. L 116.952143 23.570881
  96. L 119.625747 23.72305
  97. L 121.63095 23.451637
  98. L 126.309757 23.541082
  99. L 127.64656 23.45217
  100. L 128.314961 23.285403
  101. L 129.651763 23.458503
  102. L 133.662169 23.426527
  103. L 136.335773 23.697812
  104. L 138.340976 23.651411
  105. L 139.009378 23.631545
  106. L 140.34618 23.31291
  107. L 143.688185 23.486392
  108. L 146.361789 23.38867
  109. L 147.03019 23.465947
  110. L 151.708998 23.210395
  111. L 153.0458 23.470612
  112. L 154.382602 23.426399
  113. L 157.056206 23.449936
  114. L 157.724607 23.078451
  115. L 158.393008 23.013585
  116. L 159.061409 23.425589
  117. L 161.735013 23.684637
  118. L 162.403414 23.695832
  119. L 163.071816 23.490872
  120. L 165.077019 23.368375
  121. L 166.413821 23.336342
  122. L 167.082222 23.207836
  123. L 167.750623 23.299503
  124. L 169.087425 23.338889
  125. L 171.761029 23.596073
  126. L 173.766232 23.261635
  127. L 175.771436 23.265733
  128. L 177.776639 23.70279
  129. L 179.113441 23.593201
  130. L 181.787045 23.771442
  131. L 186.465852 23.62307
  132. L 187.134254 23.489761
  133. L 189.807858 23.560763
  134. L 191.14466 23.339328
  135. L 192.481462 23.59451
  136. L 193.149863 23.505748
  137. L 193.818264 23.60259
  138. L 198.497071 23.496058
  139. L 199.833874 23.053086
  140. L 201.839077 23.284685
  141. L 203.175879 23.49438
  142. L 204.512681 23.575593
  143. L 205.849483 23.475417
  144. L 206.517884 23.606619
  145. L 208.523087 23.368514
  146. L 211.196692 23.455608
  147. L 211.865093 23.35204
  148. L 214.538697 23.521412
  149. L 215.207098 23.682125
  150. L 217.880702 23.18004
  151. L 218.549103 23.120858
  152. L 219.885905 23.337673
  153. L 220.554306 23.234417
  154. L 221.222707 23.32517
  155. L 223.227911 23.19377
  156. L 223.896312 23.43969
  157. L 225.233114 23.124887
  158. L 225.901515 23.264321
  159. L 226.569916 23.289941
  160. L 227.238317 23.505239
  161. L 228.575119 23.558876
  162. L 229.24352 23.531311
  163. L 230.580322 23.154003
  164. L 231.248723 23.405514
  165. L 232.585525 23.530176
  166. L 233.922327 23.570372
  167. L 234.590728 23.461374
  168. L 237.932734 23.7152
  169. L 238.601135 23.593364
  170. L 239.937937 23.816106
  171. L 241.274739 23.725377
  172. L 242.611541 23.747523
  173. L 243.279942 23.577341
  174. L 244.616744 23.508457
  175. L 249.963953 23.337974
  176. L 250.632354 23.411014
  177. L 251.969156 23.310988
  178. L 252.637557 23.473935
  179. L 253.305958 23.398753
  180. L 253.974359 23.48814
  181. L 254.64276 23.408027
  182. L 255.979562 23.630121
  183. L 257.316364 23.587911
  184. L 257.984765 23.550054
  185. L 258.653166 23.643527
  186. L 259.989969 23.679844
  187. L 261.326771 23.798219
  188. L 262.663573 23.769207
  189. L 263.331974 23.85416
  190. L 267.34238 23.321488
  191. L 268.679182 23.616483
  192. L 270.684385 23.645703
  193. L 272.021188 23.477061
  194. L 273.35799 23.556583
  195. L 274.026391 23.425149
  196. L 274.694792 23.523079
  197. L 275.363193 23.40475
  198. L 277.368396 23.480059
  199. L 278.705198 23.465588
  200. L 279.373599 23.698055
  201. L 280.042 23.635018
  202. L 281.378802 23.787291
  203. L 284.052407 23.424721
  204. L 286.05761 23.369799
  205. L 286.726011 23.098375
  206. L 288.062813 23.284754
  207. L 288.731214 23.464974
  208. L 290.068016 23.333401
  209. L 290.736417 23.338784
  210. L 291.404818 23.46186
  211. L 292.073219 23.728306
  212. L 293.410021 23.462682
  213. L 294.078422 23.55612
  214. L 294.746823 23.496348
  215. L 296.083626 23.641269
  216. L 297.420428 23.590701
  217. L 299.425631 23.949763
  218. L 300.762433 24.241516
  219. L 302.767636 24.357194
  220. L 303.436037 24.180435
  221. L 304.772839 24.08665
  222. L 306.109641 23.939089
  223. L 307.446444 23.839758
  224. L 309.451647 23.250799
  225. L 312.125251 23.700046
  226. L 314.130454 23.568774
  227. L 314.798855 23.401219
  228. L 316.804058 23.384965
  229. L 317.472459 23.257618
  230. L 318.14086 23.390511
  231. L 319.477663 23.282578
  232. L 320.814465 23.42508
  233. L 321.482866 23.136047
  234. L 324.15647 23.384108
  235. L 324.824871 23.563541
  236. L 326.830074 23.535513
  237. L 327.498475 23.661286
  238. L 328.166876 23.545122
  239. L 329.503678 23.662803
  240. L 330.172079 23.587228
  241. L 332.177283 23.668823
  242. L 332.845684 23.546395
  243. L 334.182486 23.61558
  244. L 334.850887 23.602185
  245. L 336.187689 23.753659
  246. L 339.529694 23.625247
  247. L 342.203298 23.418284
  248. L 342.871699 23.532885
  249. L 343.540101 23.475625
  250. L 344.208502 23.658056
  251. L 344.876903 23.561006
  252. L 346.882106 23.881285
  253. L 347.550507 23.733249
  254. L 348.887309 23.752814
  255. L 349.55571 23.627944
  256. L 351.560913 23.633443
  257. L 352.897715 23.592055
  258. L 354.234517 23.595609
  259. L 354.902918 23.745671
  260. L 355.57132 23.714089
  261. L 356.239721 23.520058
  262. L 356.908122 23.767378
  263. L 358.244924 23.603586
  264. L 358.913325 23.383414
  265. L 359.581726 23.42589
  266. L 360.250127 23.315098
  267. L 362.25533 23.29933
  268. L 362.923731 23.488985
  269. L 364.260533 23.425821
  270. L 366.934137 23.711125
  271. L 368.27094 23.49541
  272. L 368.939341 23.228004
  273. L 370.276143 23.190193
  274. L 370.944544 23.253566
  275. L 371.612945 23.176648
  276. L 372.281346 23.285646
  277. L 372.281346 23.285646
  278. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  279. </g>
  280. <g id="text_1">
  281. <g id="patch_3">
  282. <path d="M 18.697188 25.935276
  283. L 29.974688 25.935276
  284. Q 32.374688 25.935276 32.374688 23.535276
  285. L 32.374688 15.792776
  286. Q 32.374688 13.392776 29.974688 13.392776
  287. L 18.697188 13.392776
  288. Q 16.297188 13.392776 16.297188 15.792776
  289. L 16.297188 23.535276
  290. Q 16.297188 25.935276 18.697188 25.935276
  291. z
  292. " style="fill:#ffffff;opacity:0.8;"/>
  293. </g>
  294. <!-- GS -->
  295. <defs>
  296. <path d="M 59.515625 10.40625
  297. L 59.515625 29.984375
  298. L 43.40625 29.984375
  299. L 43.40625 38.09375
  300. L 69.28125 38.09375
  301. L 69.28125 6.78125
  302. Q 63.578125 2.734375 56.6875 0.65625
  303. Q 49.8125 -1.421875 42 -1.421875
  304. Q 24.90625 -1.421875 15.25 8.5625
  305. Q 5.609375 18.5625 5.609375 36.375
  306. Q 5.609375 54.25 15.25 64.234375
  307. Q 24.90625 74.21875 42 74.21875
  308. Q 49.125 74.21875 55.546875 72.453125
  309. Q 61.96875 70.703125 67.390625 67.28125
  310. L 67.390625 56.78125
  311. Q 61.921875 61.421875 55.765625 63.765625
  312. Q 49.609375 66.109375 42.828125 66.109375
  313. Q 29.4375 66.109375 22.71875 58.640625
  314. Q 16.015625 51.171875 16.015625 36.375
  315. Q 16.015625 21.625 22.71875 14.15625
  316. Q 29.4375 6.6875 42.828125 6.6875
  317. Q 48.046875 6.6875 52.140625 7.59375
  318. Q 56.25 8.5 59.515625 10.40625
  319. z
  320. " id="DejaVuSans-47"/>
  321. <path d="M 53.515625 70.515625
  322. L 53.515625 60.890625
  323. Q 47.90625 63.578125 42.921875 64.890625
  324. Q 37.9375 66.21875 33.296875 66.21875
  325. Q 25.25 66.21875 20.875 63.09375
  326. Q 16.5 59.96875 16.5 54.203125
  327. Q 16.5 49.359375 19.40625 46.890625
  328. Q 22.3125 44.4375 30.421875 42.921875
  329. L 36.375 41.703125
  330. Q 47.40625 39.59375 52.65625 34.296875
  331. Q 57.90625 29 57.90625 20.125
  332. Q 57.90625 9.515625 50.796875 4.046875
  333. Q 43.703125 -1.421875 29.984375 -1.421875
  334. Q 24.8125 -1.421875 18.96875 -0.25
  335. Q 13.140625 0.921875 6.890625 3.21875
  336. L 6.890625 13.375
  337. Q 12.890625 10.015625 18.65625 8.296875
  338. Q 24.421875 6.59375 29.984375 6.59375
  339. Q 38.421875 6.59375 43.015625 9.90625
  340. Q 47.609375 13.234375 47.609375 19.390625
  341. Q 47.609375 24.75 44.3125 27.78125
  342. Q 41.015625 30.8125 33.5 32.328125
  343. L 27.484375 33.5
  344. Q 16.453125 35.6875 11.515625 40.375
  345. Q 6.59375 45.0625 6.59375 53.421875
  346. Q 6.59375 63.09375 13.40625 68.65625
  347. Q 20.21875 74.21875 32.171875 74.21875
  348. Q 37.3125 74.21875 42.625 73.28125
  349. Q 47.953125 72.359375 53.515625 70.515625
  350. z
  351. " id="DejaVuSans-53"/>
  352. </defs>
  353. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  354. <use xlink:href="#DejaVuSans-47"/>
  355. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  356. </g>
  357. </g>
  358. <g id="text_2">
  359. <g id="patch_4">
  360. <path d="M 280.129663 22.799651
  361. L 365.209663 22.799651
  362. Q 366.409663 22.799651 366.409663 21.599651
  363. L 366.409663 17.728401
  364. Q 366.409663 16.528401 365.209663 16.528401
  365. L 280.129663 16.528401
  366. Q 278.929663 16.528401 278.929663 17.728401
  367. L 278.929663 21.599651
  368. Q 278.929663 22.799651 280.129663 22.799651
  369. z
  370. " style="fill:#ffffff;opacity:0.8;"/>
  371. </g>
  372. <!-- max: 580.066 $\bullet$ mean: 577.395 $\bullet$ $\sigma$: 1.023 -->
  373. <defs>
  374. <path d="M 52 44.1875
  375. Q 55.375 50.25 60.0625 53.125
  376. Q 64.75 56 71.09375 56
  377. Q 79.640625 56 84.28125 50.015625
  378. Q 88.921875 44.046875 88.921875 33.015625
  379. L 88.921875 0
  380. L 79.890625 0
  381. L 79.890625 32.71875
  382. Q 79.890625 40.578125 77.09375 44.375
  383. Q 74.3125 48.1875 68.609375 48.1875
  384. Q 61.625 48.1875 57.5625 43.546875
  385. Q 53.515625 38.921875 53.515625 30.90625
  386. L 53.515625 0
  387. L 44.484375 0
  388. L 44.484375 32.71875
  389. Q 44.484375 40.625 41.703125 44.40625
  390. Q 38.921875 48.1875 33.109375 48.1875
  391. Q 26.21875 48.1875 22.15625 43.53125
  392. Q 18.109375 38.875 18.109375 30.90625
  393. L 18.109375 0
  394. L 9.078125 0
  395. L 9.078125 54.6875
  396. L 18.109375 54.6875
  397. L 18.109375 46.1875
  398. Q 21.1875 51.21875 25.484375 53.609375
  399. Q 29.78125 56 35.6875 56
  400. Q 41.65625 56 45.828125 52.96875
  401. Q 50 49.953125 52 44.1875
  402. z
  403. " id="DejaVuSans-6d"/>
  404. <path d="M 34.28125 27.484375
  405. Q 23.390625 27.484375 19.1875 25
  406. Q 14.984375 22.515625 14.984375 16.5
  407. Q 14.984375 11.71875 18.140625 8.90625
  408. Q 21.296875 6.109375 26.703125 6.109375
  409. Q 34.1875 6.109375 38.703125 11.40625
  410. Q 43.21875 16.703125 43.21875 25.484375
  411. L 43.21875 27.484375
  412. z
  413. M 52.203125 31.203125
  414. L 52.203125 0
  415. L 43.21875 0
  416. L 43.21875 8.296875
  417. Q 40.140625 3.328125 35.546875 0.953125
  418. Q 30.953125 -1.421875 24.3125 -1.421875
  419. Q 15.921875 -1.421875 10.953125 3.296875
  420. Q 6 8.015625 6 15.921875
  421. Q 6 25.140625 12.171875 29.828125
  422. Q 18.359375 34.515625 30.609375 34.515625
  423. L 43.21875 34.515625
  424. L 43.21875 35.40625
  425. Q 43.21875 41.609375 39.140625 45
  426. Q 35.0625 48.390625 27.6875 48.390625
  427. Q 23 48.390625 18.546875 47.265625
  428. Q 14.109375 46.140625 10.015625 43.890625
  429. L 10.015625 52.203125
  430. Q 14.9375 54.109375 19.578125 55.046875
  431. Q 24.21875 56 28.609375 56
  432. Q 40.484375 56 46.34375 49.84375
  433. Q 52.203125 43.703125 52.203125 31.203125
  434. z
  435. " id="DejaVuSans-61"/>
  436. <path d="M 54.890625 54.6875
  437. L 35.109375 28.078125
  438. L 55.90625 0
  439. L 45.3125 0
  440. L 29.390625 21.484375
  441. L 13.484375 0
  442. L 2.875 0
  443. L 24.125 28.609375
  444. L 4.6875 54.6875
  445. L 15.28125 54.6875
  446. L 29.78125 35.203125
  447. L 44.28125 54.6875
  448. z
  449. " id="DejaVuSans-78"/>
  450. <path d="M 11.71875 12.40625
  451. L 22.015625 12.40625
  452. L 22.015625 0
  453. L 11.71875 0
  454. z
  455. M 11.71875 51.703125
  456. L 22.015625 51.703125
  457. L 22.015625 39.3125
  458. L 11.71875 39.3125
  459. z
  460. " id="DejaVuSans-3a"/>
  461. <path id="DejaVuSans-20"/>
  462. <path d="M 10.796875 72.90625
  463. L 49.515625 72.90625
  464. L 49.515625 64.59375
  465. L 19.828125 64.59375
  466. L 19.828125 46.734375
  467. Q 21.96875 47.46875 24.109375 47.828125
  468. Q 26.265625 48.1875 28.421875 48.1875
  469. Q 40.625 48.1875 47.75 41.5
  470. Q 54.890625 34.8125 54.890625 23.390625
  471. Q 54.890625 11.625 47.5625 5.09375
  472. Q 40.234375 -1.421875 26.90625 -1.421875
  473. Q 22.3125 -1.421875 17.546875 -0.640625
  474. Q 12.796875 0.140625 7.71875 1.703125
  475. L 7.71875 11.625
  476. Q 12.109375 9.234375 16.796875 8.0625
  477. Q 21.484375 6.890625 26.703125 6.890625
  478. Q 35.15625 6.890625 40.078125 11.328125
  479. Q 45.015625 15.765625 45.015625 23.390625
  480. Q 45.015625 31 40.078125 35.4375
  481. Q 35.15625 39.890625 26.703125 39.890625
  482. Q 22.75 39.890625 18.8125 39.015625
  483. Q 14.890625 38.140625 10.796875 36.28125
  484. z
  485. " id="DejaVuSans-35"/>
  486. <path d="M 31.78125 34.625
  487. Q 24.75 34.625 20.71875 30.859375
  488. Q 16.703125 27.09375 16.703125 20.515625
  489. Q 16.703125 13.921875 20.71875 10.15625
  490. Q 24.75 6.390625 31.78125 6.390625
  491. Q 38.8125 6.390625 42.859375 10.171875
  492. Q 46.921875 13.96875 46.921875 20.515625
  493. Q 46.921875 27.09375 42.890625 30.859375
  494. Q 38.875 34.625 31.78125 34.625
  495. z
  496. M 21.921875 38.8125
  497. Q 15.578125 40.375 12.03125 44.71875
  498. Q 8.5 49.078125 8.5 55.328125
  499. Q 8.5 64.0625 14.71875 69.140625
  500. Q 20.953125 74.21875 31.78125 74.21875
  501. Q 42.671875 74.21875 48.875 69.140625
  502. Q 55.078125 64.0625 55.078125 55.328125
  503. Q 55.078125 49.078125 51.53125 44.71875
  504. Q 48 40.375 41.703125 38.8125
  505. Q 48.828125 37.15625 52.796875 32.3125
  506. Q 56.78125 27.484375 56.78125 20.515625
  507. Q 56.78125 9.90625 50.3125 4.234375
  508. Q 43.84375 -1.421875 31.78125 -1.421875
  509. Q 19.734375 -1.421875 13.25 4.234375
  510. Q 6.78125 9.90625 6.78125 20.515625
  511. Q 6.78125 27.484375 10.78125 32.3125
  512. Q 14.796875 37.15625 21.921875 38.8125
  513. z
  514. M 18.3125 54.390625
  515. Q 18.3125 48.734375 21.84375 45.5625
  516. Q 25.390625 42.390625 31.78125 42.390625
  517. Q 38.140625 42.390625 41.71875 45.5625
  518. Q 45.3125 48.734375 45.3125 54.390625
  519. Q 45.3125 60.0625 41.71875 63.234375
  520. Q 38.140625 66.40625 31.78125 66.40625
  521. Q 25.390625 66.40625 21.84375 63.234375
  522. Q 18.3125 60.0625 18.3125 54.390625
  523. z
  524. " id="DejaVuSans-38"/>
  525. <path d="M 31.78125 66.40625
  526. Q 24.171875 66.40625 20.328125 58.90625
  527. Q 16.5 51.421875 16.5 36.375
  528. Q 16.5 21.390625 20.328125 13.890625
  529. Q 24.171875 6.390625 31.78125 6.390625
  530. Q 39.453125 6.390625 43.28125 13.890625
  531. Q 47.125 21.390625 47.125 36.375
  532. Q 47.125 51.421875 43.28125 58.90625
  533. Q 39.453125 66.40625 31.78125 66.40625
  534. z
  535. M 31.78125 74.21875
  536. Q 44.046875 74.21875 50.515625 64.515625
  537. Q 56.984375 54.828125 56.984375 36.375
  538. Q 56.984375 17.96875 50.515625 8.265625
  539. Q 44.046875 -1.421875 31.78125 -1.421875
  540. Q 19.53125 -1.421875 13.0625 8.265625
  541. Q 6.59375 17.96875 6.59375 36.375
  542. Q 6.59375 54.828125 13.0625 64.515625
  543. Q 19.53125 74.21875 31.78125 74.21875
  544. z
  545. " id="DejaVuSans-30"/>
  546. <path d="M 10.6875 12.40625
  547. L 21 12.40625
  548. L 21 0
  549. L 10.6875 0
  550. z
  551. " id="DejaVuSans-2e"/>
  552. <path d="M 33.015625 40.375
  553. Q 26.375 40.375 22.484375 35.828125
  554. Q 18.609375 31.296875 18.609375 23.390625
  555. Q 18.609375 15.53125 22.484375 10.953125
  556. Q 26.375 6.390625 33.015625 6.390625
  557. Q 39.65625 6.390625 43.53125 10.953125
  558. Q 47.40625 15.53125 47.40625 23.390625
  559. Q 47.40625 31.296875 43.53125 35.828125
  560. Q 39.65625 40.375 33.015625 40.375
  561. z
  562. M 52.59375 71.296875
  563. L 52.59375 62.3125
  564. Q 48.875 64.0625 45.09375 64.984375
  565. Q 41.3125 65.921875 37.59375 65.921875
  566. Q 27.828125 65.921875 22.671875 59.328125
  567. Q 17.53125 52.734375 16.796875 39.40625
  568. Q 19.671875 43.65625 24.015625 45.921875
  569. Q 28.375 48.1875 33.59375 48.1875
  570. Q 44.578125 48.1875 50.953125 41.515625
  571. Q 57.328125 34.859375 57.328125 23.390625
  572. Q 57.328125 12.15625 50.6875 5.359375
  573. Q 44.046875 -1.421875 33.015625 -1.421875
  574. Q 20.359375 -1.421875 13.671875 8.265625
  575. Q 6.984375 17.96875 6.984375 36.375
  576. Q 6.984375 53.65625 15.1875 63.9375
  577. Q 23.390625 74.21875 37.203125 74.21875
  578. Q 40.921875 74.21875 44.703125 73.484375
  579. Q 48.484375 72.75 52.59375 71.296875
  580. z
  581. " id="DejaVuSans-36"/>
  582. <path d="M 16.734375 31.203125
  583. Q 16.734375 37.265625 20.953125 41.4375
  584. Q 25.1875 45.609375 31.34375 45.609375
  585. Q 37.390625 45.609375 41.5625 41.4375
  586. Q 45.75 37.265625 45.75 31.203125
  587. Q 45.75 25.109375 41.546875 20.90625
  588. Q 37.34375 16.703125 31.25 16.703125
  589. Q 25.140625 16.703125 20.9375 20.90625
  590. Q 16.734375 25.109375 16.734375 31.203125
  591. z
  592. " id="DejaVuSans-2219"/>
  593. <path d="M 56.203125 29.59375
  594. L 56.203125 25.203125
  595. L 14.890625 25.203125
  596. Q 15.484375 15.921875 20.484375 11.0625
  597. Q 25.484375 6.203125 34.421875 6.203125
  598. Q 39.59375 6.203125 44.453125 7.46875
  599. Q 49.3125 8.734375 54.109375 11.28125
  600. L 54.109375 2.78125
  601. Q 49.265625 0.734375 44.1875 -0.34375
  602. Q 39.109375 -1.421875 33.890625 -1.421875
  603. Q 20.796875 -1.421875 13.15625 6.1875
  604. Q 5.515625 13.8125 5.515625 26.8125
  605. Q 5.515625 40.234375 12.765625 48.109375
  606. Q 20.015625 56 32.328125 56
  607. Q 43.359375 56 49.78125 48.890625
  608. Q 56.203125 41.796875 56.203125 29.59375
  609. z
  610. M 47.21875 32.234375
  611. Q 47.125 39.59375 43.09375 43.984375
  612. Q 39.0625 48.390625 32.421875 48.390625
  613. Q 24.90625 48.390625 20.390625 44.140625
  614. Q 15.875 39.890625 15.1875 32.171875
  615. z
  616. " id="DejaVuSans-65"/>
  617. <path d="M 54.890625 33.015625
  618. L 54.890625 0
  619. L 45.90625 0
  620. L 45.90625 32.71875
  621. Q 45.90625 40.484375 42.875 44.328125
  622. Q 39.84375 48.1875 33.796875 48.1875
  623. Q 26.515625 48.1875 22.3125 43.546875
  624. Q 18.109375 38.921875 18.109375 30.90625
  625. L 18.109375 0
  626. L 9.078125 0
  627. L 9.078125 54.6875
  628. L 18.109375 54.6875
  629. L 18.109375 46.1875
  630. Q 21.34375 51.125 25.703125 53.5625
  631. Q 30.078125 56 35.796875 56
  632. Q 45.21875 56 50.046875 50.171875
  633. Q 54.890625 44.34375 54.890625 33.015625
  634. z
  635. " id="DejaVuSans-6e"/>
  636. <path d="M 8.203125 72.90625
  637. L 55.078125 72.90625
  638. L 55.078125 68.703125
  639. L 28.609375 0
  640. L 18.3125 0
  641. L 43.21875 64.59375
  642. L 8.203125 64.59375
  643. z
  644. " id="DejaVuSans-37"/>
  645. <path d="M 40.578125 39.3125
  646. Q 47.65625 37.796875 51.625 33
  647. Q 55.609375 28.21875 55.609375 21.1875
  648. Q 55.609375 10.40625 48.1875 4.484375
  649. Q 40.765625 -1.421875 27.09375 -1.421875
  650. Q 22.515625 -1.421875 17.65625 -0.515625
  651. Q 12.796875 0.390625 7.625 2.203125
  652. L 7.625 11.71875
  653. Q 11.71875 9.328125 16.59375 8.109375
  654. Q 21.484375 6.890625 26.8125 6.890625
  655. Q 36.078125 6.890625 40.9375 10.546875
  656. Q 45.796875 14.203125 45.796875 21.1875
  657. Q 45.796875 27.640625 41.28125 31.265625
  658. Q 36.765625 34.90625 28.71875 34.90625
  659. L 20.21875 34.90625
  660. L 20.21875 43.015625
  661. L 29.109375 43.015625
  662. Q 36.375 43.015625 40.234375 45.921875
  663. Q 44.09375 48.828125 44.09375 54.296875
  664. Q 44.09375 59.90625 40.109375 62.90625
  665. Q 36.140625 65.921875 28.71875 65.921875
  666. Q 24.65625 65.921875 20.015625 65.03125
  667. Q 15.375 64.15625 9.8125 62.3125
  668. L 9.8125 71.09375
  669. Q 15.4375 72.65625 20.34375 73.4375
  670. Q 25.25 74.21875 29.59375 74.21875
  671. Q 40.828125 74.21875 47.359375 69.109375
  672. Q 53.90625 64.015625 53.90625 55.328125
  673. Q 53.90625 49.265625 50.4375 45.09375
  674. Q 46.96875 40.921875 40.578125 39.3125
  675. z
  676. " id="DejaVuSans-33"/>
  677. <path d="M 10.984375 1.515625
  678. L 10.984375 10.5
  679. Q 14.703125 8.734375 18.5 7.8125
  680. Q 22.3125 6.890625 25.984375 6.890625
  681. Q 35.75 6.890625 40.890625 13.453125
  682. Q 46.046875 20.015625 46.78125 33.40625
  683. Q 43.953125 29.203125 39.59375 26.953125
  684. Q 35.25 24.703125 29.984375 24.703125
  685. Q 19.046875 24.703125 12.671875 31.3125
  686. Q 6.296875 37.9375 6.296875 49.421875
  687. Q 6.296875 60.640625 12.9375 67.421875
  688. Q 19.578125 74.21875 30.609375 74.21875
  689. Q 43.265625 74.21875 49.921875 64.515625
  690. Q 56.59375 54.828125 56.59375 36.375
  691. Q 56.59375 19.140625 48.40625 8.859375
  692. Q 40.234375 -1.421875 26.421875 -1.421875
  693. Q 22.703125 -1.421875 18.890625 -0.6875
  694. Q 15.09375 0.046875 10.984375 1.515625
  695. z
  696. M 30.609375 32.421875
  697. Q 37.25 32.421875 41.125 36.953125
  698. Q 45.015625 41.5 45.015625 49.421875
  699. Q 45.015625 57.28125 41.125 61.84375
  700. Q 37.25 66.40625 30.609375 66.40625
  701. Q 23.96875 66.40625 20.09375 61.84375
  702. Q 16.21875 57.28125 16.21875 49.421875
  703. Q 16.21875 41.5 20.09375 36.953125
  704. Q 23.96875 32.421875 30.609375 32.421875
  705. z
  706. " id="DejaVuSans-39"/>
  707. <path d="M 34.671875 47.5625
  708. Q 27.25 47.5625 22.21875 42.1875
  709. Q 16.890625 36.578125 15.140625 27.296875
  710. Q 13.1875 17.484375 16.3125 11.8125
  711. Q 19.390625 6.203125 26.65625 6.203125
  712. Q 33.84375 6.203125 39.109375 11.859375
  713. Q 44.4375 17.53125 46.34375 27.296875
  714. Q 48.046875 36.234375 45.015625 42.1875
  715. Q 42.1875 47.5625 34.671875 47.5625
  716. z
  717. M 36.078125 54.734375
  718. L 65.921875 54.6875
  719. L 64.15625 45.703125
  720. L 54.109375 45.703125
  721. Q 57.90625 38.09375 55.859375 27.296875
  722. Q 53.21875 13.875 45.0625 6.25
  723. Q 36.859375 -1.421875 25.140625 -1.421875
  724. Q 13.375 -1.421875 8.203125 6.25
  725. Q 3.03125 13.875 5.671875 27.296875
  726. Q 8.25 40.765625 16.40625 48.390625
  727. Q 23.1875 54.734375 36.078125 54.734375
  728. z
  729. " id="DejaVuSans-Oblique-3c3"/>
  730. <path d="M 12.40625 8.296875
  731. L 28.515625 8.296875
  732. L 28.515625 63.921875
  733. L 10.984375 60.40625
  734. L 10.984375 69.390625
  735. L 28.421875 72.90625
  736. L 38.28125 72.90625
  737. L 38.28125 8.296875
  738. L 54.390625 8.296875
  739. L 54.390625 0
  740. L 12.40625 0
  741. z
  742. " id="DejaVuSans-31"/>
  743. <path d="M 19.1875 8.296875
  744. L 53.609375 8.296875
  745. L 53.609375 0
  746. L 7.328125 0
  747. L 7.328125 8.296875
  748. Q 12.9375 14.109375 22.625 23.890625
  749. Q 32.328125 33.6875 34.8125 36.53125
  750. Q 39.546875 41.84375 41.421875 45.53125
  751. Q 43.3125 49.21875 43.3125 52.78125
  752. Q 43.3125 58.59375 39.234375 62.25
  753. Q 35.15625 65.921875 28.609375 65.921875
  754. Q 23.96875 65.921875 18.8125 64.3125
  755. Q 13.671875 62.703125 7.8125 59.421875
  756. L 7.8125 69.390625
  757. Q 13.765625 71.78125 18.9375 73
  758. Q 24.125 74.21875 28.421875 74.21875
  759. Q 39.75 74.21875 46.484375 68.546875
  760. Q 53.21875 62.890625 53.21875 53.421875
  761. Q 53.21875 48.921875 51.53125 44.890625
  762. Q 49.859375 40.875 45.40625 35.40625
  763. Q 44.1875 33.984375 37.640625 27.21875
  764. Q 31.109375 20.453125 19.1875 8.296875
  765. z
  766. " id="DejaVuSans-32"/>
  767. </defs>
  768. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  769. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  770. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  771. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  772. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  773. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  774. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  775. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-38"/>
  776. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
  777. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  778. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
  779. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-36"/>
  780. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-36"/>
  781. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  782. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  783. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  784. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  785. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  786. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  787. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  788. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  789. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  790. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-35"/>
  791. <use transform="translate(1235.632812 0.78125)" xlink:href="#DejaVuSans-37"/>
  792. <use transform="translate(1299.240234 0.78125)" xlink:href="#DejaVuSans-37"/>
  793. <use transform="translate(1362.863281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  794. <use transform="translate(1394.650391 0.78125)" xlink:href="#DejaVuSans-33"/>
  795. <use transform="translate(1458.273438 0.78125)" xlink:href="#DejaVuSans-39"/>
  796. <use transform="translate(1521.896484 0.78125)" xlink:href="#DejaVuSans-35"/>
  797. <use transform="translate(1585.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
  798. <use transform="translate(1617.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  799. <use transform="translate(1679.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
  800. <use transform="translate(1711.691406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  801. <use transform="translate(1775.070312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  802. <use transform="translate(1808.761719 0.78125)" xlink:href="#DejaVuSans-20"/>
  803. <use transform="translate(1840.548828 0.78125)" xlink:href="#DejaVuSans-31"/>
  804. <use transform="translate(1904.171875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  805. <use transform="translate(1935.958984 0.78125)" xlink:href="#DejaVuSans-30"/>
  806. <use transform="translate(1999.582031 0.78125)" xlink:href="#DejaVuSans-32"/>
  807. <use transform="translate(2063.205078 0.78125)" xlink:href="#DejaVuSans-33"/>
  808. </g>
  809. </g>
  810. <g id="text_3">
  811. <!-- 579.02 -->
  812. <g style="fill:#d3d3d3;" transform="translate(7.2 24.028437)scale(0.03 -0.03)">
  813. <use xlink:href="#DejaVuSans-35"/>
  814. <use x="63.623047" xlink:href="#DejaVuSans-37"/>
  815. <use x="127.246094" xlink:href="#DejaVuSans-39"/>
  816. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  817. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  818. <use x="286.279297" xlink:href="#DejaVuSans-32"/>
  819. </g>
  820. </g>
  821. </g>
  822. <g id="axes_2">
  823. <g id="patch_5">
  824. <path d="M 18.697188 65.2224
  825. L 372.281346 65.2224
  826. L 372.281346 39.675648
  827. L 18.697188 39.675648
  828. z
  829. " style="fill:#ffffff;"/>
  830. </g>
  831. <g id="matplotlib.axis_3">
  832. <g id="xtick_6"/>
  833. <g id="xtick_7"/>
  834. <g id="xtick_8"/>
  835. <g id="xtick_9"/>
  836. <g id="xtick_10"/>
  837. </g>
  838. <g id="matplotlib.axis_4"/>
  839. <g id="line2d_3">
  840. <path clip-path="url(#pd1d63646d3)" d="M 18.697188 51.280927
  841. L 372.281346 51.280927
  842. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  843. </g>
  844. <g id="line2d_4">
  845. <path clip-path="url(#pd1d63646d3)" d="M 18.697188 50.285916
  846. L 19.365589 51.913987
  847. L 20.03399 52.292262
  848. L 20.702391 52.512343
  849. L 22.039193 52.29925
  850. L 22.707594 52.456593
  851. L 23.375995 52.179603
  852. L 24.712797 52.235543
  853. L 26.718 52.354193
  854. L 27.386401 52.17634
  855. L 28.054802 52.13714
  856. L 28.723203 52.249047
  857. L 30.060005 52.102835
  858. L 30.728407 52.171156
  859. L 32.065209 51.862062
  860. L 32.73361 51.963411
  861. L 33.402011 51.907335
  862. L 34.070412 51.995804
  863. L 36.744016 51.766596
  864. L 37.412417 51.619087
  865. L 38.080818 51.587564
  866. L 38.749219 51.803267
  867. L 39.41762 51.895924
  868. L 40.086021 52.158467
  869. L 40.754422 52.118587
  870. L 41.422823 51.947386
  871. L 42.091224 52.064949
  872. L 43.428027 51.814887
  873. L 44.764829 51.709405
  874. L 45.43323 51.6932
  875. L 46.101631 51.479446
  876. L 46.770032 51.472857
  877. L 47.438433 51.66107
  878. L 48.106834 51.626538
  879. L 48.775235 51.715985
  880. L 49.443636 51.656502
  881. L 50.112037 51.763061
  882. L 50.780438 51.725475
  883. L 51.448839 51.799361
  884. L 52.11724 51.657625
  885. L 54.790845 51.763179
  886. L 55.459246 51.721279
  887. L 56.127647 51.858627
  888. L 57.464449 51.612217
  889. L 58.13285 51.91425
  890. L 58.801251 51.767348
  891. L 59.469652 51.438642
  892. L 60.138053 51.745533
  893. L 60.806454 51.690182
  894. L 61.474855 51.498642
  895. L 62.143256 51.698167
  896. L 64.148459 51.668592
  897. L 64.81686 51.948211
  898. L 66.153662 51.96487
  899. L 67.490465 51.556739
  900. L 68.158866 51.651272
  901. L 69.495668 51.62622
  902. L 70.164069 51.819772
  903. L 70.83247 51.577132
  904. L 71.500871 51.68971
  905. L 72.169272 51.616042
  906. L 72.837673 51.678345
  907. L 74.174475 51.47573
  908. L 74.842876 51.74962
  909. L 75.511277 51.558099
  910. L 76.179678 51.591634
  911. L 76.848079 51.764339
  912. L 78.184881 51.564135
  913. L 78.853283 51.721179
  914. L 79.521684 51.656891
  915. L 80.190085 51.338562
  916. L 80.858486 51.738218
  917. L 82.195288 51.584247
  918. L 82.863689 51.766388
  919. L 83.53209 51.806439
  920. L 84.200491 51.555335
  921. L 84.868892 51.618779
  922. L 85.537293 51.887286
  923. L 86.205694 51.462461
  924. L 88.210897 51.912818
  925. L 89.547699 52.038166
  926. L 90.2161 51.949543
  927. L 92.221304 52.138228
  928. L 92.889705 51.974106
  929. L 93.558106 51.60764
  930. L 94.226507 51.860929
  931. L 95.563309 51.393859
  932. L 96.23171 51.656873
  933. L 96.900111 51.457693
  934. L 97.568512 51.454041
  935. L 98.236913 51.760524
  936. L 99.573715 51.531081
  937. L 100.242116 51.823696
  938. L 102.247319 51.570879
  939. L 103.584122 51.506138
  940. L 104.252523 51.648
  941. L 106.257726 51.402315
  942. L 106.926127 51.638946
  943. L 107.594528 51.357958
  944. L 108.93133 51.630072
  945. L 109.599731 51.54348
  946. L 110.268132 51.855364
  947. L 111.604934 51.648689
  948. L 112.941736 51.834373
  949. L 113.610137 51.76308
  950. L 114.278538 51.511485
  951. L 117.620544 51.710158
  952. L 118.288945 51.926096
  953. L 118.957346 51.627081
  954. L 120.294148 51.885664
  955. L 121.63095 51.708001
  956. L 122.299351 51.883452
  957. L 123.636153 51.68787
  958. L 124.304554 51.915465
  959. L 124.972955 51.748551
  960. L 126.309757 51.985897
  961. L 126.978159 51.736188
  962. L 127.64656 51.662955
  963. L 128.314961 51.735671
  964. L 128.983362 51.601323
  965. L 131.656966 51.51812
  966. L 132.325367 51.458092
  967. L 132.993768 51.681979
  968. L 133.662169 51.417207
  969. L 134.33057 51.493213
  970. L 134.998971 51.686139
  971. L 135.667372 51.469621
  972. L 136.335773 51.710846
  973. L 138.340976 51.769352
  974. L 139.009378 51.573824
  975. L 139.677779 51.658795
  976. L 141.014581 51.498787
  977. L 141.682982 51.712052
  978. L 145.024987 51.748478
  979. L 145.693388 51.697179
  980. L 146.361789 51.806838
  981. L 147.03019 51.728983
  982. L 147.698591 51.425391
  983. L 148.366992 51.823651
  984. L 149.703794 51.629674
  985. L 151.040597 51.662792
  986. L 151.708998 51.395953
  987. L 152.377399 51.542229
  988. L 153.0458 51.829452
  989. L 154.382602 51.678227
  990. L 155.051003 51.607849
  991. L 155.719404 51.654535
  992. L 156.387805 51.864799
  993. L 157.724607 51.297432
  994. L 158.393008 51.71604
  995. L 159.061409 51.632801
  996. L 160.398211 51.912673
  997. L 161.066612 51.828464
  998. L 161.735013 51.857848
  999. L 162.403414 51.629846
  1000. L 163.740217 51.804563
  1001. L 164.408618 51.474443
  1002. L 165.077019 51.573534
  1003. L 166.413821 51.534144
  1004. L 167.082222 51.602374
  1005. L 169.755826 51.365644
  1006. L 170.424227 51.694451
  1007. L 171.092628 51.485518
  1008. L 172.42943 51.57183
  1009. L 173.097831 51.236262
  1010. L 174.434633 51.550051
  1011. L 175.103035 51.243595
  1012. L 175.771436 51.145736
  1013. L 176.439837 51.441488
  1014. L 177.108238 51.427956
  1015. L 179.113441 51.745152
  1016. L 179.781842 51.61993
  1017. L 180.450243 51.817887
  1018. L 181.787045 51.776602
  1019. L 182.455446 51.591199
  1020. L 183.123847 51.786427
  1021. L 183.792248 51.700559
  1022. L 184.460649 51.494346
  1023. L 185.12905 51.681281
  1024. L 185.797451 51.720671
  1025. L 186.465852 51.499467
  1026. L 189.139457 51.748732
  1027. L 190.476259 51.46072
  1028. L 191.813061 51.564906
  1029. L 193.149863 51.621625
  1030. L 194.486665 51.528588
  1031. L 195.155066 51.669934
  1032. L 195.823467 51.618099
  1033. L 197.160269 51.747998
  1034. L 197.82867 51.716874
  1035. L 198.497071 51.484222
  1036. L 199.165473 51.49334
  1037. L 199.833874 51.642852
  1038. L 200.502275 51.452926
  1039. L 201.839077 51.485681
  1040. L 202.507478 51.445911
  1041. L 203.84428 51.70259
  1042. L 205.181082 51.637169
  1043. L 207.186285 51.431654
  1044. L 207.854686 51.691342
  1045. L 209.191488 51.267858
  1046. L 209.859889 51.482863
  1047. L 211.196692 51.279604
  1048. L 211.865093 51.501135
  1049. L 212.533494 51.358013
  1050. L 213.870296 51.56709
  1051. L 216.5439 51.416898
  1052. L 217.212301 51.486135
  1053. L 217.880702 51.007291
  1054. L 218.549103 51.257217
  1055. L 219.217504 51.305571
  1056. L 219.885905 51.230924
  1057. L 221.222707 51.342333
  1058. L 221.891108 51.202347
  1059. L 222.559509 51.447279
  1060. L 223.227911 51.232438
  1061. L 223.896312 51.259229
  1062. L 224.564713 51.472684
  1063. L 225.233114 51.217854
  1064. L 227.238317 51.547957
  1065. L 227.906718 51.473881
  1066. L 228.575119 51.586604
  1067. L 229.24352 51.394321
  1068. L 231.917124 51.201504
  1069. L 232.585525 51.354451
  1070. L 233.922327 51.198241
  1071. L 235.25913 51.318342
  1072. L 235.927531 51.30094
  1073. L 236.595932 51.493703
  1074. L 237.264333 51.316357
  1075. L 238.601135 51.379085
  1076. L 241.274739 51.486461
  1077. L 241.94314 51.329707
  1078. L 242.611541 51.512228
  1079. L 243.279942 51.387098
  1080. L 244.616744 51.536029
  1081. L 245.285145 51.491337
  1082. L 246.621947 51.267033
  1083. L 247.290349 51.534606
  1084. L 247.95875 51.310475
  1085. L 249.295552 51.545618
  1086. L 249.963953 51.347046
  1087. L 251.300755 51.461989
  1088. L 251.969156 51.256084
  1089. L 252.637557 51.243323
  1090. L 253.974359 51.757605
  1091. L 254.64276 51.421693
  1092. L 255.311161 51.652051
  1093. L 256.647963 51.374273
  1094. L 257.984765 51.673405
  1095. L 258.653166 51.600978
  1096. L 259.321568 51.406657
  1097. L 259.989969 51.832071
  1098. L 260.65837 51.653891
  1099. L 261.326771 51.667169
  1100. L 261.995172 51.847833
  1101. L 262.663573 51.756663
  1102. L 264.668776 51.812095
  1103. L 266.005578 51.433947
  1104. L 267.34238 51.592604
  1105. L 268.010781 51.431092
  1106. L 270.015984 51.691659
  1107. L 270.684385 51.39317
  1108. L 271.352787 51.414732
  1109. L 272.021188 51.633671
  1110. L 272.689589 51.531198
  1111. L 273.35799 51.619749
  1112. L 274.026391 51.461011
  1113. L 274.694792 51.533763
  1114. L 275.363193 51.409557
  1115. L 276.031594 51.643876
  1116. L 277.368396 51.509165
  1117. L 278.036797 51.682786
  1118. L 278.705198 51.561398
  1119. L 279.373599 51.61868
  1120. L 280.042 51.510153
  1121. L 280.710401 51.717807
  1122. L 281.378802 51.511014
  1123. L 282.047203 51.475585
  1124. L 282.715604 51.633181
  1125. L 283.384006 51.572637
  1126. L 284.052407 51.358683
  1127. L 284.720808 51.50786
  1128. L 286.726011 51.204459
  1129. L 288.062813 51.335299
  1130. L 290.068016 51.480814
  1131. L 291.404818 51.422772
  1132. L 292.073219 51.616495
  1133. L 292.74162 52.144681
  1134. L 294.746823 51.850271
  1135. L 295.415225 51.845975
  1136. L 296.083626 51.674737
  1137. L 296.752027 51.777744
  1138. L 298.088829 51.525207
  1139. L 298.75723 51.833222
  1140. L 299.425631 51.954691
  1141. L 300.762433 51.935649
  1142. L 301.430834 52.079759
  1143. L 305.44124 51.734185
  1144. L 306.109641 51.514739
  1145. L 306.778042 51.679296
  1146. L 307.446444 51.521854
  1147. L 308.114845 51.809149
  1148. L 309.451647 51.485564
  1149. L 310.120048 51.614075
  1150. L 310.788449 51.921075
  1151. L 312.125251 51.638411
  1152. L 312.793652 51.928081
  1153. L 314.130454 51.752874
  1154. L 314.798855 51.590274
  1155. L 315.467256 51.848657
  1156. L 316.135657 51.432959
  1157. L 316.804058 51.751107
  1158. L 318.14086 51.527011
  1159. L 318.809261 51.675
  1160. L 319.477663 51.698756
  1161. L 322.819668 51.313157
  1162. L 323.488069 51.348813
  1163. L 324.15647 51.653375
  1164. L 324.824871 51.487204
  1165. L 326.161673 51.80188
  1166. L 327.498475 51.636317
  1167. L 328.835277 51.806657
  1168. L 329.503678 51.631214
  1169. L 330.84048 51.592278
  1170. L 331.508882 51.506083
  1171. L 332.177283 51.625214
  1172. L 333.514085 51.538821
  1173. L 334.182486 51.408297
  1174. L 334.850887 51.599909
  1175. L 336.187689 51.397285
  1176. L 336.85609 51.495298
  1177. L 337.524491 51.362254
  1178. L 338.861293 51.448693
  1179. L 339.529694 51.621951
  1180. L 340.198095 51.338952
  1181. L 341.534897 51.490349
  1182. L 342.203298 51.192612
  1183. L 342.871699 51.462116
  1184. L 344.876903 51.527238
  1185. L 345.545304 51.740665
  1186. L 347.550507 51.832923
  1187. L 348.887309 51.917205
  1188. L 349.55571 51.742333
  1189. L 350.224111 51.83944
  1190. L 350.892512 51.524482
  1191. L 352.229314 51.671955
  1192. L 352.897715 51.499956
  1193. L 354.234517 51.66784
  1194. L 355.57132 51.693535
  1195. L 356.239721 51.391539
  1196. L 356.908122 51.624489
  1197. L 358.244924 51.649613
  1198. L 358.913325 51.370149
  1199. L 359.581726 51.244356
  1200. L 360.918528 51.499349
  1201. L 361.586929 51.184401
  1202. L 362.25533 51.457693
  1203. L 362.923731 51.477008
  1204. L 363.592132 51.226628
  1205. L 364.260533 51.638465
  1206. L 364.928934 51.559477
  1207. L 366.265736 51.875005
  1208. L 366.934137 52.104847
  1209. L 368.27094 51.598549
  1210. L 368.939341 51.440273
  1211. L 369.607742 51.542628
  1212. L 370.944544 51.369143
  1213. L 371.612945 51.574803
  1214. L 372.281346 51.615498
  1215. L 372.281346 51.615498
  1216. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1217. </g>
  1218. <g id="text_4">
  1219. <g id="patch_6">
  1220. <path d="M 18.697188 53.610924
  1221. L 45.240938 53.610924
  1222. Q 47.640938 53.610924 47.640938 51.210924
  1223. L 47.640938 43.468424
  1224. Q 47.640938 41.068424 45.240938 41.068424
  1225. L 18.697188 41.068424
  1226. Q 16.297188 41.068424 16.297188 43.468424
  1227. L 16.297188 51.210924
  1228. Q 16.297188 53.610924 18.697188 53.610924
  1229. z
  1230. " style="fill:#ffffff;opacity:0.8;"/>
  1231. </g>
  1232. <!-- GSCSF -->
  1233. <defs>
  1234. <path d="M 64.40625 67.28125
  1235. L 64.40625 56.890625
  1236. Q 59.421875 61.53125 53.78125 63.8125
  1237. Q 48.140625 66.109375 41.796875 66.109375
  1238. Q 29.296875 66.109375 22.65625 58.46875
  1239. Q 16.015625 50.828125 16.015625 36.375
  1240. Q 16.015625 21.96875 22.65625 14.328125
  1241. Q 29.296875 6.6875 41.796875 6.6875
  1242. Q 48.140625 6.6875 53.78125 8.984375
  1243. Q 59.421875 11.28125 64.40625 15.921875
  1244. L 64.40625 5.609375
  1245. Q 59.234375 2.09375 53.4375 0.328125
  1246. Q 47.65625 -1.421875 41.21875 -1.421875
  1247. Q 24.65625 -1.421875 15.125 8.703125
  1248. Q 5.609375 18.84375 5.609375 36.375
  1249. Q 5.609375 53.953125 15.125 64.078125
  1250. Q 24.65625 74.21875 41.21875 74.21875
  1251. Q 47.75 74.21875 53.53125 72.484375
  1252. Q 59.328125 70.75 64.40625 67.28125
  1253. z
  1254. " id="DejaVuSans-43"/>
  1255. <path d="M 9.8125 72.90625
  1256. L 51.703125 72.90625
  1257. L 51.703125 64.59375
  1258. L 19.671875 64.59375
  1259. L 19.671875 43.109375
  1260. L 48.578125 43.109375
  1261. L 48.578125 34.8125
  1262. L 19.671875 34.8125
  1263. L 19.671875 0
  1264. L 9.8125 0
  1265. z
  1266. " id="DejaVuSans-46"/>
  1267. </defs>
  1268. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1269. <use xlink:href="#DejaVuSans-47"/>
  1270. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1271. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1272. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1273. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1274. </g>
  1275. </g>
  1276. <g id="text_5">
  1277. <g id="patch_7">
  1278. <path d="M 280.129663 50.475299
  1279. L 365.209663 50.475299
  1280. Q 366.409663 50.475299 366.409663 49.275299
  1281. L 366.409663 45.404049
  1282. Q 366.409663 44.204049 365.209663 44.204049
  1283. L 280.129663 44.204049
  1284. Q 278.929663 44.204049 278.929663 45.404049
  1285. L 278.929663 49.275299
  1286. Q 278.929663 50.475299 280.129663 50.475299
  1287. z
  1288. " style="fill:#ffffff;opacity:0.8;"/>
  1289. </g>
  1290. <!-- max: 714.512 $\bullet$ mean: 705.460 $\bullet$ $\sigma$: 1.574 -->
  1291. <defs>
  1292. <path d="M 37.796875 64.3125
  1293. L 12.890625 25.390625
  1294. L 37.796875 25.390625
  1295. z
  1296. M 35.203125 72.90625
  1297. L 47.609375 72.90625
  1298. L 47.609375 25.390625
  1299. L 58.015625 25.390625
  1300. L 58.015625 17.1875
  1301. L 47.609375 17.1875
  1302. L 47.609375 0
  1303. L 37.796875 0
  1304. L 37.796875 17.1875
  1305. L 4.890625 17.1875
  1306. L 4.890625 26.703125
  1307. z
  1308. " id="DejaVuSans-34"/>
  1309. </defs>
  1310. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1311. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1312. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1313. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1314. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1315. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1316. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-37"/>
  1317. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
  1318. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-34"/>
  1319. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1320. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  1321. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-31"/>
  1322. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
  1323. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1324. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1325. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1326. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1327. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1328. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1329. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1330. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1331. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1332. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-37"/>
  1333. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-30"/>
  1334. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-35"/>
  1335. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1336. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-34"/>
  1337. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-36"/>
  1338. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-30"/>
  1339. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1340. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1341. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1342. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1343. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1344. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1345. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  1346. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1347. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-35"/>
  1348. <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-37"/>
  1349. <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-34"/>
  1350. </g>
  1351. </g>
  1352. <g id="text_6">
  1353. <!-- 707.81 -->
  1354. <g style="fill:#d3d3d3;" transform="translate(7.2 52.108739)scale(0.03 -0.03)">
  1355. <use xlink:href="#DejaVuSans-37"/>
  1356. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  1357. <use x="127.246094" xlink:href="#DejaVuSans-37"/>
  1358. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1359. <use x="222.65625" xlink:href="#DejaVuSans-38"/>
  1360. <use x="286.279297" xlink:href="#DejaVuSans-31"/>
  1361. </g>
  1362. </g>
  1363. </g>
  1364. <g id="axes_3">
  1365. <g id="patch_8">
  1366. <path d="M 18.697188 92.898048
  1367. L 372.281346 92.898048
  1368. L 372.281346 67.351296
  1369. L 18.697188 67.351296
  1370. z
  1371. " style="fill:#ffffff;"/>
  1372. </g>
  1373. <g id="matplotlib.axis_5">
  1374. <g id="xtick_11"/>
  1375. <g id="xtick_12"/>
  1376. <g id="xtick_13"/>
  1377. <g id="xtick_14"/>
  1378. <g id="xtick_15"/>
  1379. </g>
  1380. <g id="matplotlib.axis_6"/>
  1381. <g id="line2d_5">
  1382. <path clip-path="url(#pcb614df9df)" d="M 18.697188 78.819613
  1383. L 372.281346 78.819613
  1384. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1385. </g>
  1386. <g id="line2d_6">
  1387. <path clip-path="url(#pcb614df9df)" d="M 18.697188 79.104416
  1388. L 19.365589 79.246396
  1389. L 20.702391 79.214294
  1390. L 23.375995 79.113746
  1391. L 27.386401 79.184991
  1392. L 30.060005 79.005019
  1393. L 35.407214 79.058976
  1394. L 36.075615 78.911675
  1395. L 39.41762 79.022168
  1396. L 42.091224 79.045707
  1397. L 43.428027 78.915369
  1398. L 44.764829 78.825488
  1399. L 46.101631 78.939222
  1400. L 55.459246 78.901485
  1401. L 56.796048 79.002532
  1402. L 57.464449 78.900393
  1403. L 58.801251 79.021401
  1404. L 60.138053 78.894293
  1405. L 65.485261 79.006297
  1406. L 68.158866 78.81553
  1407. L 71.500871 78.976402
  1408. L 74.174475 78.857753
  1409. L 74.842876 78.762015
  1410. L 75.511277 78.941476
  1411. L 76.848079 78.953444
  1412. L 77.51648 79.026955
  1413. L 78.853283 78.798091
  1414. L 80.190085 78.905877
  1415. L 80.858486 78.876168
  1416. L 82.195288 78.972649
  1417. L 82.863689 78.879456
  1418. L 84.868892 79.000034
  1419. L 86.874095 78.899034
  1420. L 87.542496 79.058081
  1421. L 88.879298 79.081644
  1422. L 89.547699 79.183853
  1423. L 90.2161 79.058569
  1424. L 90.884502 79.209298
  1425. L 93.558106 79.020228
  1426. L 94.894908 79.040432
  1427. L 95.563309 78.916264
  1428. L 97.568512 79.077821
  1429. L 98.905314 79.089649
  1430. L 106.926127 79.062601
  1431. L 107.594528 79.15828
  1432. L 110.936533 78.951654
  1433. L 111.604934 79.049077
  1434. L 112.273335 78.923874
  1435. L 116.283742 78.990124
  1436. L 116.952143 78.892783
  1437. L 117.620544 79.021296
  1438. L 118.957346 79.014953
  1439. L 119.625747 79.149496
  1440. L 121.63095 78.96533
  1441. L 126.309757 79.030754
  1442. L 128.983362 78.889925
  1443. L 130.988565 78.97079
  1444. L 135.667372 78.95363
  1445. L 136.335773 79.086152
  1446. L 138.340976 79.008028
  1447. L 139.009378 79.106298
  1448. L 140.34618 78.941012
  1449. L 141.014581 78.96835
  1450. L 141.682982 78.865049
  1451. L 145.024987 79.026688
  1452. L 146.361789 78.861924
  1453. L 147.03019 79.007563
  1454. L 148.366992 78.872845
  1455. L 149.703794 78.911617
  1456. L 151.040597 78.834643
  1457. L 151.708998 78.83254
  1458. L 152.377399 78.945322
  1459. L 154.382602 78.9242
  1460. L 155.051003 78.975101
  1461. L 155.719404 78.887508
  1462. L 156.387805 79.058732
  1463. L 158.393008 78.78265
  1464. L 159.061409 78.9387
  1465. L 163.071816 79.107623
  1466. L 165.077019 78.908143
  1467. L 165.74542 78.983675
  1468. L 168.419024 78.843427
  1469. L 169.755826 78.883279
  1470. L 173.097831 78.90353
  1471. L 175.103035 78.692791
  1472. L 175.771436 78.794803
  1473. L 177.108238 78.824303
  1474. L 177.776639 78.986975
  1475. L 183.123847 78.914974
  1476. L 185.12905 79.007586
  1477. L 185.797451 79.118742
  1478. L 187.134254 78.93705
  1479. L 189.807858 78.885846
  1480. L 191.14466 78.813242
  1481. L 192.481462 78.914091
  1482. L 194.486665 78.926907
  1483. L 195.155066 78.77016
  1484. L 195.823467 78.893329
  1485. L 196.491868 78.828671
  1486. L 197.160269 78.944242
  1487. L 197.82867 78.856719
  1488. L 199.165473 78.873345
  1489. L 199.833874 78.781372
  1490. L 201.170676 78.816983
  1491. L 201.839077 78.801089
  1492. L 202.507478 78.906005
  1493. L 203.175879 78.864549
  1494. L 203.84428 78.948343
  1495. L 205.181082 78.940059
  1496. L 209.191488 78.943533
  1497. L 209.859889 78.822827
  1498. L 210.52829 78.952212
  1499. L 213.201895 78.94143
  1500. L 213.870296 79.095702
  1501. L 214.538697 78.976565
  1502. L 215.875499 79.03022
  1503. L 219.885905 78.82773
  1504. L 220.554306 78.595927
  1505. L 221.222707 78.915532
  1506. L 222.559509 78.939978
  1507. L 224.564713 78.941407
  1508. L 225.233114 78.772321
  1509. L 228.575119 78.919912
  1510. L 229.24352 79.182203
  1511. L 229.911921 79.069909
  1512. L 230.580322 78.833051
  1513. L 231.248723 79.01931
  1514. L 231.917124 78.972312
  1515. L 233.253926 79.153888
  1516. L 235.25913 79.059301
  1517. L 236.595932 78.965167
  1518. L 237.264333 78.917844
  1519. L 237.932734 79.034274
  1520. L 238.601135 78.923003
  1521. L 239.937937 79.170131
  1522. L 246.621947 78.998687
  1523. L 247.290349 78.868779
  1524. L 253.974359 79.157118
  1525. L 254.64276 79.019554
  1526. L 255.311161 79.164787
  1527. L 257.316364 79.103336
  1528. L 257.984765 78.929637
  1529. L 261.995172 78.98105
  1530. L 263.331974 79.068735
  1531. L 265.337177 78.918553
  1532. L 266.005578 78.787123
  1533. L 268.679182 78.823222
  1534. L 272.021188 78.942998
  1535. L 273.35799 78.905714
  1536. L 274.026391 78.853152
  1537. L 274.694792 78.958533
  1538. L 276.031594 78.823234
  1539. L 277.368396 78.878736
  1540. L 278.036797 78.813915
  1541. L 279.373599 79.189395
  1542. L 280.710401 79.164531
  1543. L 284.720808 78.960752
  1544. L 285.389209 79.1305
  1545. L 286.05761 79.057268
  1546. L 286.726011 78.797417
  1547. L 288.731214 79.157188
  1548. L 290.736417 79.104172
  1549. L 292.073219 79.412658
  1550. L 294.078422 79.088708
  1551. L 295.415225 79.061799
  1552. L 296.083626 79.191428
  1553. L 296.752027 79.029743
  1554. L 298.088829 79.083874
  1555. L 298.75723 78.945648
  1556. L 301.430834 79.239308
  1557. L 302.767636 79.234092
  1558. L 303.436037 79.0931
  1559. L 304.104438 79.270319
  1560. L 308.114845 79.143373
  1561. L 308.783246 79.290535
  1562. L 309.451647 79.130918
  1563. L 311.45685 79.237426
  1564. L 312.125251 79.328458
  1565. L 313.462053 79.370704
  1566. L 314.130454 79.361839
  1567. L 314.798855 79.176196
  1568. L 316.804058 79.223135
  1569. L 317.472459 79.07681
  1570. L 318.14086 79.254912
  1571. L 319.477663 79.011653
  1572. L 320.146064 79.253704
  1573. L 320.814465 79.362571
  1574. L 321.482866 79.184631
  1575. L 322.151267 79.197679
  1576. L 323.488069 79.085838
  1577. L 324.15647 79.037714
  1578. L 325.493272 79.22877
  1579. L 326.161673 79.199828
  1580. L 326.830074 79.329957
  1581. L 327.498475 79.333861
  1582. L 328.166876 79.109691
  1583. L 329.503678 79.190661
  1584. L 330.172079 79.064831
  1585. L 330.84048 79.280287
  1586. L 331.508882 79.241667
  1587. L 332.177283 79.07157
  1588. L 333.514085 79.228573
  1589. L 334.850887 79.083689
  1590. L 335.519288 79.221904
  1591. L 337.524491 78.910385
  1592. L 338.192892 79.072267
  1593. L 341.534897 78.911129
  1594. L 342.203298 78.711648
  1595. L 342.871699 78.850537
  1596. L 343.540101 78.722
  1597. L 344.208502 78.9967
  1598. L 344.876903 78.920458
  1599. L 346.882106 79.300632
  1600. L 348.218908 79.227922
  1601. L 355.57132 79.095458
  1602. L 356.239721 78.918402
  1603. L 356.908122 79.249998
  1604. L 358.244924 79.074707
  1605. L 358.913325 78.721501
  1606. L 359.581726 78.92377
  1607. L 360.250127 78.832935
  1608. L 360.918528 78.935028
  1609. L 366.265736 78.846459
  1610. L 366.934137 79.170422
  1611. L 367.602539 79.025723
  1612. L 371.612945 78.966247
  1613. L 372.281346 79.055571
  1614. L 372.281346 79.055571
  1615. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1616. </g>
  1617. <g id="text_7">
  1618. <g id="patch_9">
  1619. <path d="M 18.697188 81.286572
  1620. L 44.787188 81.286572
  1621. Q 47.187188 81.286572 47.187188 78.886572
  1622. L 47.187188 71.144072
  1623. Q 47.187188 68.744072 44.787188 68.744072
  1624. L 18.697188 68.744072
  1625. Q 16.297188 68.744072 16.297188 71.144072
  1626. L 16.297188 78.886572
  1627. Q 16.297188 81.286572 18.697188 81.286572
  1628. z
  1629. " style="fill:#ffffff;opacity:0.8;"/>
  1630. </g>
  1631. <!-- GSWM -->
  1632. <defs>
  1633. <path d="M 3.328125 72.90625
  1634. L 13.28125 72.90625
  1635. L 28.609375 11.28125
  1636. L 43.890625 72.90625
  1637. L 54.984375 72.90625
  1638. L 70.3125 11.28125
  1639. L 85.59375 72.90625
  1640. L 95.609375 72.90625
  1641. L 77.296875 0
  1642. L 64.890625 0
  1643. L 49.515625 63.28125
  1644. L 33.984375 0
  1645. L 21.578125 0
  1646. z
  1647. " id="DejaVuSans-57"/>
  1648. <path d="M 9.8125 72.90625
  1649. L 24.515625 72.90625
  1650. L 43.109375 23.296875
  1651. L 61.8125 72.90625
  1652. L 76.515625 72.90625
  1653. L 76.515625 0
  1654. L 66.890625 0
  1655. L 66.890625 64.015625
  1656. L 48.09375 14.015625
  1657. L 38.1875 14.015625
  1658. L 19.390625 64.015625
  1659. L 19.390625 0
  1660. L 9.8125 0
  1661. z
  1662. " id="DejaVuSans-4d"/>
  1663. </defs>
  1664. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1665. <use xlink:href="#DejaVuSans-47"/>
  1666. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1667. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1668. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1669. </g>
  1670. </g>
  1671. <g id="text_8">
  1672. <g id="patch_10">
  1673. <path d="M 280.129663 78.150947
  1674. L 365.209663 78.150947
  1675. Q 366.409663 78.150947 366.409663 76.950947
  1676. L 366.409663 73.079697
  1677. Q 366.409663 71.879697 365.209663 71.879697
  1678. L 280.129663 71.879697
  1679. Q 278.929663 71.879697 278.929663 73.079697
  1680. L 278.929663 76.950947
  1681. Q 278.929663 78.150947 280.129663 78.150947
  1682. z
  1683. " style="fill:#ffffff;opacity:0.8;"/>
  1684. </g>
  1685. <!-- max: 590.704 $\bullet$ mean: 588.566 $\bullet$ $\sigma$: 0.665 -->
  1686. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1687. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1688. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1689. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1690. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1691. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1692. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-35"/>
  1693. <use transform="translate(346.894531 0.78125)" xlink:href="#DejaVuSans-39"/>
  1694. <use transform="translate(410.517578 0.78125)" xlink:href="#DejaVuSans-30"/>
  1695. <use transform="translate(474.140625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1696. <use transform="translate(505.818359 0.78125)" xlink:href="#DejaVuSans-37"/>
  1697. <use transform="translate(569.441406 0.78125)" xlink:href="#DejaVuSans-30"/>
  1698. <use transform="translate(633.064453 0.78125)" xlink:href="#DejaVuSans-34"/>
  1699. <use transform="translate(696.6875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1700. <use transform="translate(728.474609 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1701. <use transform="translate(791.072266 0.78125)" xlink:href="#DejaVuSans-20"/>
  1702. <use transform="translate(822.859375 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1703. <use transform="translate(920.271484 0.78125)" xlink:href="#DejaVuSans-65"/>
  1704. <use transform="translate(981.794922 0.78125)" xlink:href="#DejaVuSans-61"/>
  1705. <use transform="translate(1043.074219 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1706. <use transform="translate(1106.453125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1707. <use transform="translate(1140.144531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1708. <use transform="translate(1171.931641 0.78125)" xlink:href="#DejaVuSans-35"/>
  1709. <use transform="translate(1235.554688 0.78125)" xlink:href="#DejaVuSans-38"/>
  1710. <use transform="translate(1299.177734 0.78125)" xlink:href="#DejaVuSans-38"/>
  1711. <use transform="translate(1362.800781 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1712. <use transform="translate(1394.587891 0.78125)" xlink:href="#DejaVuSans-35"/>
  1713. <use transform="translate(1458.210938 0.78125)" xlink:href="#DejaVuSans-36"/>
  1714. <use transform="translate(1521.833984 0.78125)" xlink:href="#DejaVuSans-36"/>
  1715. <use transform="translate(1585.457031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1716. <use transform="translate(1617.244141 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1717. <use transform="translate(1679.841797 0.78125)" xlink:href="#DejaVuSans-20"/>
  1718. <use transform="translate(1711.628906 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1719. <use transform="translate(1775.007812 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1720. <use transform="translate(1808.699219 0.78125)" xlink:href="#DejaVuSans-20"/>
  1721. <use transform="translate(1840.486328 0.78125)" xlink:href="#DejaVuSans-30"/>
  1722. <use transform="translate(1904.109375 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1723. <use transform="translate(1935.896484 0.78125)" xlink:href="#DejaVuSans-36"/>
  1724. <use transform="translate(1999.519531 0.78125)" xlink:href="#DejaVuSans-36"/>
  1725. <use transform="translate(2063.142578 0.78125)" xlink:href="#DejaVuSans-35"/>
  1726. </g>
  1727. </g>
  1728. <g id="text_9">
  1729. <!-- 589.53 -->
  1730. <g style="fill:#d3d3d3;" transform="translate(7.2 79.647425)scale(0.03 -0.03)">
  1731. <use xlink:href="#DejaVuSans-35"/>
  1732. <use x="63.623047" xlink:href="#DejaVuSans-38"/>
  1733. <use x="127.246094" xlink:href="#DejaVuSans-39"/>
  1734. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1735. <use x="222.65625" xlink:href="#DejaVuSans-35"/>
  1736. <use x="286.279297" xlink:href="#DejaVuSans-33"/>
  1737. </g>
  1738. </g>
  1739. </g>
  1740. <g id="axes_4">
  1741. <g id="patch_11">
  1742. <path d="M 18.697188 120.573696
  1743. L 372.281346 120.573696
  1744. L 372.281346 95.026944
  1745. L 18.697188 95.026944
  1746. z
  1747. " style="fill:#ffffff;"/>
  1748. </g>
  1749. <g id="matplotlib.axis_7">
  1750. <g id="xtick_16"/>
  1751. <g id="xtick_17"/>
  1752. <g id="xtick_18"/>
  1753. <g id="xtick_19"/>
  1754. <g id="xtick_20"/>
  1755. </g>
  1756. <g id="matplotlib.axis_8"/>
  1757. <g id="line2d_7">
  1758. <path clip-path="url(#pedc65cb11d)" d="M 18.697188 107.104941
  1759. L 372.281346 107.104941
  1760. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1761. </g>
  1762. <g id="line2d_8">
  1763. <path clip-path="url(#pedc65cb11d)" d="M 19.365589 107.029024
  1764. L 20.03399 106.866719
  1765. L 20.702391 108.287069
  1766. L 21.370792 107.265193
  1767. L 22.039193 107.983206
  1768. L 22.707594 110.207611
  1769. L 23.375995 109.383027
  1770. L 24.044396 109.306888
  1771. L 24.712797 110.128426
  1772. L 26.049599 108.046667
  1773. L 27.386401 109.893348
  1774. L 28.054802 107.943983
  1775. L 28.723203 108.727538
  1776. L 29.391604 107.645568
  1777. L 30.060005 108.1209
  1778. L 30.728407 106.678066
  1779. L 31.396808 108.14972
  1780. L 32.065209 109.274847
  1781. L 32.73361 107.225948
  1782. L 33.402011 106.679627
  1783. L 34.070412 107.918976
  1784. L 34.738813 108.237301
  1785. L 35.407214 106.865036
  1786. L 36.075615 104.694904
  1787. L 36.744016 105.28743
  1788. L 37.412417 104.545276
  1789. L 38.080818 106.35682
  1790. L 38.749219 106.941249
  1791. L 40.086021 109.195886
  1792. L 40.754422 107.56393
  1793. L 41.422823 106.335352
  1794. L 42.091224 106.391015
  1795. L 42.759626 108.091285
  1796. L 43.428027 107.638511
  1797. L 44.096428 108.133353
  1798. L 44.764829 107.557123
  1799. L 45.43323 108.375119
  1800. L 46.101631 105.847517
  1801. L 46.770032 107.218816
  1802. L 47.438433 107.334275
  1803. L 48.106834 106.960066
  1804. L 48.775235 107.658096
  1805. L 49.443636 109.668248
  1806. L 50.112037 108.65167
  1807. L 50.780438 106.985646
  1808. L 51.448839 109.107491
  1809. L 52.11724 107.993035
  1810. L 52.785641 108.901432
  1811. L 53.454042 109.371539
  1812. L 54.122443 110.707108
  1813. L 54.790845 108.960685
  1814. L 55.459246 108.239231
  1815. L 56.127647 108.309352
  1816. L 56.796048 108.921365
  1817. L 57.464449 110.277336
  1818. L 58.13285 110.828955
  1819. L 58.801251 109.097042
  1820. L 59.469652 108.473591
  1821. L 60.138053 108.70035
  1822. L 60.806454 111.213861
  1823. L 61.474855 110.851066
  1824. L 62.143256 110.327675
  1825. L 62.811657 113.194992
  1826. L 63.480058 113.026942
  1827. L 64.148459 110.958429
  1828. L 64.81686 109.69536
  1829. L 65.485261 113.496255
  1830. L 66.153662 114.916087
  1831. L 67.490465 111.255781
  1832. L 68.158866 110.441747
  1833. L 68.827267 111.781404
  1834. L 69.495668 114.337478
  1835. L 70.164069 113.167284
  1836. L 70.83247 113.574526
  1837. L 71.500871 114.892812
  1838. L 72.169272 113.250629
  1839. L 72.837673 114.729167
  1840. L 73.506074 114.164549
  1841. L 74.174475 112.064319
  1842. L 74.842876 114.660185
  1843. L 76.179678 109.804431
  1844. L 76.848079 113.476523
  1845. L 77.51648 112.162248
  1846. L 78.184881 112.160167
  1847. L 78.853283 112.278846
  1848. L 79.521684 114.489559
  1849. L 80.190085 114.025517
  1850. L 80.858486 111.894584
  1851. L 81.526887 113.476919
  1852. L 82.195288 113.959951
  1853. L 82.863689 113.313474
  1854. L 83.53209 113.946902
  1855. L 84.868892 105.866062
  1856. L 85.537293 105.353492
  1857. L 86.205694 102.561668
  1858. L 86.874095 107.970056
  1859. L 87.542496 110.90626
  1860. L 88.210897 109.121208
  1861. L 89.547699 115.100133
  1862. L 90.2161 112.744446
  1863. L 90.884502 113.043803
  1864. L 91.552903 114.178018
  1865. L 92.221304 114.665557
  1866. L 92.889705 114.336811
  1867. L 93.558106 113.321644
  1868. L 94.226507 111.866853
  1869. L 94.894908 113.599164
  1870. L 95.563309 114.261067
  1871. L 96.23171 113.311393
  1872. L 96.900111 113.585347
  1873. L 97.568512 113.39397
  1874. L 98.236913 113.485387
  1875. L 98.905314 112.048176
  1876. L 99.573715 111.791504
  1877. L 100.242116 113.4246
  1878. L 100.910517 114.155041
  1879. L 101.578918 113.833695
  1880. L 102.247319 112.33696
  1881. L 102.915721 112.108344
  1882. L 103.584122 111.725841
  1883. L 104.252523 112.452841
  1884. L 104.920924 113.692311
  1885. L 105.589325 111.764145
  1886. L 106.257726 111.384289
  1887. L 106.926127 114.091975
  1888. L 107.594528 111.648066
  1889. L 108.262929 110.471039
  1890. L 108.93133 113.489573
  1891. L 109.599731 111.503586
  1892. L 110.268132 110.165641
  1893. L 110.936533 112.245294
  1894. L 112.273335 111.076984
  1895. L 112.941736 113.936007
  1896. L 113.610137 113.952474
  1897. L 114.278538 110.300041
  1898. L 114.94694 109.542859
  1899. L 115.615341 110.068034
  1900. L 116.283742 111.768602
  1901. L 116.952143 111.050888
  1902. L 118.288945 113.713829
  1903. L 118.957346 112.224992
  1904. L 119.625747 109.323007
  1905. L 120.294148 110.904749
  1906. L 120.962549 111.848059
  1907. L 121.63095 111.850683
  1908. L 122.299351 114.330594
  1909. L 123.636153 112.88083
  1910. L 124.304554 113.438018
  1911. L 124.972955 111.443542
  1912. L 125.641356 114.093758
  1913. L 126.309757 112.892861
  1914. L 126.978159 113.265659
  1915. L 127.64656 112.499785
  1916. L 128.314961 112.520757
  1917. L 128.983362 111.554075
  1918. L 129.651763 114.123718
  1919. L 130.320164 112.720652
  1920. L 130.988565 114.722853
  1921. L 131.656966 112.477278
  1922. L 132.325367 111.164886
  1923. L 132.993768 114.01856
  1924. L 133.662169 112.188247
  1925. L 134.33057 111.40749
  1926. L 134.998971 112.555572
  1927. L 135.667372 112.212808
  1928. L 136.335773 111.550459
  1929. L 137.004174 113.567616
  1930. L 138.340976 115.328576
  1931. L 139.009378 112.15071
  1932. L 139.677779 110.279069
  1933. L 140.34618 112.072737
  1934. L 141.014581 111.738914
  1935. L 141.682982 111.777366
  1936. L 142.351383 112.895488
  1937. L 143.019784 112.912546
  1938. L 143.688185 111.084833
  1939. L 144.356586 114.571542
  1940. L 145.024987 113.635213
  1941. L 145.693388 113.367773
  1942. L 146.361789 113.851697
  1943. L 147.03019 113.382927
  1944. L 147.698591 113.454137
  1945. L 148.366992 111.914715
  1946. L 149.035393 114.125229
  1947. L 149.703794 114.764401
  1948. L 150.372195 113.602183
  1949. L 151.040597 112.80402
  1950. L 151.708998 111.638384
  1951. L 152.377399 114.070779
  1952. L 153.0458 113.221808
  1953. L 153.714201 114.125005
  1954. L 154.382602 113.808366
  1955. L 155.051003 112.37571
  1956. L 155.719404 113.572297
  1957. L 156.387805 109.582079
  1958. L 157.056206 108.17587
  1959. L 157.724607 103.848782
  1960. L 158.393008 106.053676
  1961. L 159.061409 109.970205
  1962. L 159.72981 108.436128
  1963. L 160.398211 113.384858
  1964. L 161.066612 113.414151
  1965. L 161.735013 113.888195
  1966. L 163.071816 109.966442
  1967. L 163.740217 113.166691
  1968. L 165.077019 112.731199
  1969. L 165.74542 113.138588
  1970. L 166.413821 111.005573
  1971. L 167.082222 111.818867
  1972. L 167.750623 112.252797
  1973. L 168.419024 111.283217
  1974. L 169.087425 111.326002
  1975. L 169.755826 110.582239
  1976. L 170.424227 111.087259
  1977. L 171.092628 111.919493
  1978. L 171.761029 109.700189
  1979. L 172.42943 110.447071
  1980. L 173.097831 109.226938
  1981. L 173.766232 109.075896
  1982. L 174.434633 113.309958
  1983. L 175.103035 112.759178
  1984. L 175.771436 113.675303
  1985. L 176.439837 111.853951
  1986. L 177.108238 112.063428
  1987. L 177.776639 111.301019
  1988. L 178.44504 111.572225
  1989. L 179.113441 112.485894
  1990. L 179.781842 112.016159
  1991. L 180.450243 112.32136
  1992. L 181.118644 113.844194
  1993. L 181.787045 114.438674
  1994. L 182.455446 115.497048
  1995. L 183.123847 114.383212
  1996. L 183.792248 115.178451
  1997. L 184.460649 113.705039
  1998. L 185.12905 113.164885
  1999. L 185.797451 113.989737
  2000. L 186.465852 111.929423
  2001. L 187.134254 110.575654
  2002. L 187.802655 113.132918
  2003. L 188.471056 113.139258
  2004. L 189.139457 112.024403
  2005. L 189.807858 113.079114
  2006. L 190.476259 112.389872
  2007. L 191.14466 111.487939
  2008. L 191.813061 111.599363
  2009. L 192.481462 112.869959
  2010. L 193.149863 109.92425
  2011. L 193.818264 112.185425
  2012. L 195.155066 113.501604
  2013. L 195.823467 113.47526
  2014. L 196.491868 112.50199
  2015. L 197.160269 114.415055
  2016. L 197.82867 115.114247
  2017. L 198.497071 111.477118
  2018. L 199.165473 110.30482
  2019. L 199.833874 113.028601
  2020. L 200.502275 112.275133
  2021. L 201.170676 112.675834
  2022. L 201.839077 114.771955
  2023. L 202.507478 112.50699
  2024. L 203.175879 111.185264
  2025. L 203.84428 113.887897
  2026. L 204.512681 114.112924
  2027. L 205.181082 112.995645
  2028. L 205.849483 114.805009
  2029. L 206.517884 115.193407
  2030. L 207.186285 112.959221
  2031. L 207.854686 111.130814
  2032. L 208.523087 112.574835
  2033. L 209.191488 112.14692
  2034. L 209.859889 111.509282
  2035. L 210.52829 112.772945
  2036. L 211.196692 111.269376
  2037. L 211.865093 112.049413
  2038. L 212.533494 112.104728
  2039. L 213.201895 113.047097
  2040. L 213.870296 114.529002
  2041. L 214.538697 115.281926
  2042. L 215.207098 113.173675
  2043. L 215.875499 110.347088
  2044. L 216.5439 110.725654
  2045. L 217.880702 110.939239
  2046. L 218.549103 110.859189
  2047. L 219.217504 111.481947
  2048. L 219.885905 111.189299
  2049. L 220.554306 110.042407
  2050. L 221.222707 109.160206
  2051. L 221.891108 109.364532
  2052. L 222.559509 110.301033
  2053. L 223.227911 109.339499
  2054. L 223.896312 106.8014
  2055. L 224.564713 105.468579
  2056. L 225.233114 107.927147
  2057. L 225.901515 109.912933
  2058. L 226.569916 113.011145
  2059. L 227.238317 111.913997
  2060. L 227.906718 110.574689
  2061. L 228.575119 110.458982
  2062. L 229.24352 109.534291
  2063. L 229.911921 109.340242
  2064. L 230.580322 112.493746
  2065. L 231.248723 110.607149
  2066. L 231.917124 110.95442
  2067. L 232.585525 113.206778
  2068. L 233.253926 111.396397
  2069. L 233.922327 110.857383
  2070. L 234.590728 110.486391
  2071. L 235.25913 110.539602
  2072. L 235.927531 111.91318
  2073. L 236.595932 112.202187
  2074. L 237.264333 110.931961
  2075. L 237.932734 111.431062
  2076. L 238.601135 110.697279
  2077. L 239.269536 112.928467
  2078. L 239.937937 110.727611
  2079. L 240.606338 111.271133
  2080. L 241.274739 114.701559
  2081. L 241.94314 113.707341
  2082. L 242.611541 111.556303
  2083. L 243.279942 111.140074
  2084. L 243.948343 111.152627
  2085. L 244.616744 111.458374
  2086. L 245.285145 112.610787
  2087. L 245.953546 111.70873
  2088. L 247.290349 112.59774
  2089. L 247.95875 112.179383
  2090. L 248.627151 112.427211
  2091. L 249.295552 112.924902
  2092. L 249.963953 112.008706
  2093. L 250.632354 113.266949
  2094. L 251.300755 112.403293
  2095. L 251.969156 107.393528
  2096. L 252.637557 103.999821
  2097. L 253.305958 108.532622
  2098. L 253.974359 112.177995
  2099. L 254.64276 114.294247
  2100. L 255.311161 114.901206
  2101. L 255.979562 114.85832
  2102. L 256.647963 112.762127
  2103. L 257.316364 111.52441
  2104. L 257.984765 113.199375
  2105. L 259.321568 113.081688
  2106. L 260.65837 113.986717
  2107. L 261.326771 113.843748
  2108. L 261.995172 113.455303
  2109. L 262.663573 112.623243
  2110. L 263.331974 113.274747
  2111. L 264.000375 112.09012
  2112. L 264.668776 113.681815
  2113. L 265.337177 112.419587
  2114. L 266.005578 112.942385
  2115. L 266.673979 112.440163
  2116. L 267.34238 114.523999
  2117. L 268.679182 112.656373
  2118. L 269.347583 114.123051
  2119. L 270.015984 115.130366
  2120. L 270.684385 112.505653
  2121. L 271.352787 111.017607
  2122. L 272.021188 113.211953
  2123. L 272.689589 113.671017
  2124. L 273.35799 112.391407
  2125. L 274.026391 114.441348
  2126. L 275.363193 112.569513
  2127. L 276.031594 114.90383
  2128. L 276.699995 114.169897
  2129. L 277.368396 114.610142
  2130. L 278.036797 114.67353
  2131. L 278.705198 114.283624
  2132. L 279.373599 113.214305
  2133. L 280.042 114.663429
  2134. L 280.710401 114.569609
  2135. L 281.378802 112.599101
  2136. L 282.047203 113.888738
  2137. L 282.715604 112.226206
  2138. L 283.384006 114.233235
  2139. L 284.052407 114.412776
  2140. L 284.720808 112.104678
  2141. L 285.389209 112.026953
  2142. L 286.05761 111.81624
  2143. L 286.726011 112.401809
  2144. L 287.394412 114.116067
  2145. L 288.731214 112.518927
  2146. L 289.399615 111.493311
  2147. L 290.068016 114.081724
  2148. L 290.736417 111.963444
  2149. L 292.073219 99.075678
  2150. L 292.74162 107.327342
  2151. L 294.078422 114.448185
  2152. L 294.746823 114.065678
  2153. L 295.415225 115.011391
  2154. L 296.083626 114.227987
  2155. L 296.752027 110.271542
  2156. L 297.420428 110.834353
  2157. L 298.088829 111.003123
  2158. L 298.75723 111.694665
  2159. L 299.425631 115.211879
  2160. L 300.094032 114.028859
  2161. L 300.762433 113.928704
  2162. L 301.430834 114.672515
  2163. L 302.099235 114.777156
  2164. L 302.767636 114.224817
  2165. L 303.436037 112.908685
  2166. L 304.104438 112.342952
  2167. L 304.772839 113.537706
  2168. L 305.44124 114.472994
  2169. L 306.109641 113.966017
  2170. L 306.778042 112.619801
  2171. L 307.446444 109.978623
  2172. L 308.114845 105.150553
  2173. L 308.783246 107.478927
  2174. L 309.451647 106.135435
  2175. L 310.120048 111.043137
  2176. L 310.788449 112.447342
  2177. L 311.45685 111.496136
  2178. L 312.125251 109.490292
  2179. L 312.793652 109.503513
  2180. L 313.462053 112.533957
  2181. L 314.798855 109.515423
  2182. L 315.467256 112.98896
  2183. L 316.135657 112.395542
  2184. L 316.804058 110.418821
  2185. L 317.472459 112.963454
  2186. L 318.14086 111.152503
  2187. L 318.809261 110.883381
  2188. L 319.477663 113.305327
  2189. L 320.146064 112.196839
  2190. L 320.814465 112.569835
  2191. L 321.482866 111.12507
  2192. L 322.151267 111.719822
  2193. L 322.819668 110.460888
  2194. L 323.488069 112.099728
  2195. L 324.15647 114.150882
  2196. L 324.824871 111.298321
  2197. L 325.493272 110.069421
  2198. L 326.161673 111.849048
  2199. L 326.830074 113.050193
  2200. L 327.498475 114.483171
  2201. L 328.166876 113.025109
  2202. L 328.835277 115.01087
  2203. L 329.503678 113.79096
  2204. L 330.172079 112.111983
  2205. L 330.84048 115.256274
  2206. L 331.508882 113.265387
  2207. L 332.177283 109.71175
  2208. L 332.845684 111.672134
  2209. L 333.514085 112.10698
  2210. L 334.182486 113.849492
  2211. L 334.850887 113.746118
  2212. L 335.519288 111.923431
  2213. L 336.187689 113.031523
  2214. L 336.85609 113.045786
  2215. L 337.524491 114.807412
  2216. L 338.192892 112.671007
  2217. L 338.861293 112.219148
  2218. L 339.529694 114.091184
  2219. L 340.198095 112.839751
  2220. L 340.866496 112.638099
  2221. L 341.534897 114.012344
  2222. L 342.203298 113.241567
  2223. L 342.871699 114.965361
  2224. L 343.540101 114.360728
  2225. L 344.208502 112.89145
  2226. L 344.876903 114.035943
  2227. L 345.545304 112.103093
  2228. L 346.213705 112.95199
  2229. L 346.882106 112.366052
  2230. L 347.550507 114.540839
  2231. L 348.218908 113.45716
  2232. L 348.887309 115.6133
  2233. L 350.224111 115.883291
  2234. L 350.892512 115.603519
  2235. L 351.560913 113.681295
  2236. L 352.229314 114.58984
  2237. L 352.897715 113.717914
  2238. L 353.566116 114.996757
  2239. L 354.234517 115.075867
  2240. L 354.902918 113.900031
  2241. L 355.57132 114.316653
  2242. L 356.239721 114.313708
  2243. L 356.908122 113.31278
  2244. L 357.576523 113.546446
  2245. L 358.244924 114.854284
  2246. L 358.913325 114.837645
  2247. L 360.250127 111.664011
  2248. L 360.918528 113.373021
  2249. L 361.586929 113.581433
  2250. L 362.25533 112.517117
  2251. L 362.923731 114.553392
  2252. L 363.592132 114.395618
  2253. L 364.260533 112.678112
  2254. L 364.928934 114.474602
  2255. L 365.597335 115.054847
  2256. L 366.934137 114.947583
  2257. L 367.602539 113.932739
  2258. L 368.27094 113.637344
  2259. L 368.939341 112.271243
  2260. L 369.607742 114.015018
  2261. L 370.276143 113.42658
  2262. L 370.944544 111.8826
  2263. L 371.612945 111.829215
  2264. L 372.281346 114.876073
  2265. L 372.281346 114.876073
  2266. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2267. </g>
  2268. <g id="text_10">
  2269. <g id="patch_12">
  2270. <path d="M 18.697188 108.96222
  2271. L 46.430938 108.96222
  2272. Q 48.830938 108.96222 48.830938 106.56222
  2273. L 48.830938 98.81972
  2274. Q 48.830938 96.41972 46.430938 96.41972
  2275. L 18.697188 96.41972
  2276. Q 16.297188 96.41972 16.297188 98.81972
  2277. L 16.297188 106.56222
  2278. Q 16.297188 108.96222 18.697188 108.96222
  2279. z
  2280. " style="fill:#ffffff;opacity:0.8;"/>
  2281. </g>
  2282. <!-- DVARS -->
  2283. <defs>
  2284. <path d="M 19.671875 64.796875
  2285. L 19.671875 8.109375
  2286. L 31.59375 8.109375
  2287. Q 46.6875 8.109375 53.6875 14.9375
  2288. Q 60.6875 21.78125 60.6875 36.53125
  2289. Q 60.6875 51.171875 53.6875 57.984375
  2290. Q 46.6875 64.796875 31.59375 64.796875
  2291. z
  2292. M 9.8125 72.90625
  2293. L 30.078125 72.90625
  2294. Q 51.265625 72.90625 61.171875 64.09375
  2295. Q 71.09375 55.28125 71.09375 36.53125
  2296. Q 71.09375 17.671875 61.125 8.828125
  2297. Q 51.171875 0 30.078125 0
  2298. L 9.8125 0
  2299. z
  2300. " id="DejaVuSans-44"/>
  2301. <path d="M 28.609375 0
  2302. L 0.78125 72.90625
  2303. L 11.078125 72.90625
  2304. L 34.1875 11.53125
  2305. L 57.328125 72.90625
  2306. L 67.578125 72.90625
  2307. L 39.796875 0
  2308. z
  2309. " id="DejaVuSans-56"/>
  2310. <path d="M 34.1875 63.1875
  2311. L 20.796875 26.90625
  2312. L 47.609375 26.90625
  2313. z
  2314. M 28.609375 72.90625
  2315. L 39.796875 72.90625
  2316. L 67.578125 0
  2317. L 57.328125 0
  2318. L 50.6875 18.703125
  2319. L 17.828125 18.703125
  2320. L 11.1875 0
  2321. L 0.78125 0
  2322. z
  2323. " id="DejaVuSans-41"/>
  2324. <path d="M 44.390625 34.1875
  2325. Q 47.5625 33.109375 50.5625 29.59375
  2326. Q 53.5625 26.078125 56.59375 19.921875
  2327. L 66.609375 0
  2328. L 56 0
  2329. L 46.6875 18.703125
  2330. Q 43.0625 26.03125 39.671875 28.421875
  2331. Q 36.28125 30.8125 30.421875 30.8125
  2332. L 19.671875 30.8125
  2333. L 19.671875 0
  2334. L 9.8125 0
  2335. L 9.8125 72.90625
  2336. L 32.078125 72.90625
  2337. Q 44.578125 72.90625 50.734375 67.671875
  2338. Q 56.890625 62.453125 56.890625 51.90625
  2339. Q 56.890625 45.015625 53.6875 40.46875
  2340. Q 50.484375 35.9375 44.390625 34.1875
  2341. z
  2342. M 19.671875 64.796875
  2343. L 19.671875 38.921875
  2344. L 32.078125 38.921875
  2345. Q 39.203125 38.921875 42.84375 42.21875
  2346. Q 46.484375 45.515625 46.484375 51.90625
  2347. Q 46.484375 58.296875 42.84375 61.546875
  2348. Q 39.203125 64.796875 32.078125 64.796875
  2349. z
  2350. " id="DejaVuSans-52"/>
  2351. </defs>
  2352. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2353. <use xlink:href="#DejaVuSans-44"/>
  2354. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2355. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2356. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2357. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2358. </g>
  2359. </g>
  2360. <g id="text_11">
  2361. <g id="patch_13">
  2362. <path d="M 290.289663 105.826595
  2363. L 365.209663 105.826595
  2364. Q 366.409663 105.826595 366.409663 104.626595
  2365. L 366.409663 100.755345
  2366. Q 366.409663 99.555345 365.209663 99.555345
  2367. L 290.289663 99.555345
  2368. Q 289.089663 99.555345 289.089663 100.755345
  2369. L 289.089663 104.626595
  2370. Q 289.089663 105.826595 290.289663 105.826595
  2371. z
  2372. " style="fill:#ffffff;opacity:0.8;"/>
  2373. </g>
  2374. <!-- max: 1.635 $\bullet$ mean: 1.118 $\bullet$ $\sigma$: 0.098 -->
  2375. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2376. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2377. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2378. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2379. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2380. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2381. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-31"/>
  2382. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2383. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
  2384. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-33"/>
  2385. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  2386. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2387. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2388. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2389. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2390. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2391. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2392. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2393. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2394. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2395. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2396. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2397. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  2398. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-31"/>
  2399. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
  2400. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2401. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2402. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2403. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2404. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2405. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2406. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2407. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2408. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  2409. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-39"/>
  2410. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-38"/>
  2411. </g>
  2412. </g>
  2413. <g id="text_12">
  2414. <!-- 1.31 -->
  2415. <g style="fill:#d3d3d3;" transform="translate(11.0175 107.932754)scale(0.03 -0.03)">
  2416. <use xlink:href="#DejaVuSans-31"/>
  2417. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2418. <use x="95.410156" xlink:href="#DejaVuSans-33"/>
  2419. <use x="159.033203" xlink:href="#DejaVuSans-31"/>
  2420. </g>
  2421. </g>
  2422. </g>
  2423. <g id="axes_5">
  2424. <g id="patch_14">
  2425. <path d="M 18.697188 148.249344
  2426. L 372.281346 148.249344
  2427. L 372.281346 122.702592
  2428. L 18.697188 122.702592
  2429. z
  2430. " style="fill:#ffffff;"/>
  2431. </g>
  2432. <g id="matplotlib.axis_9">
  2433. <g id="xtick_21"/>
  2434. <g id="xtick_22"/>
  2435. <g id="xtick_23"/>
  2436. <g id="xtick_24"/>
  2437. <g id="xtick_25"/>
  2438. </g>
  2439. <g id="matplotlib.axis_10"/>
  2440. <g id="line2d_9">
  2441. <path clip-path="url(#pe5e8db2a07)" d="M 18.697188 133.960706
  2442. L 372.281346 133.960706
  2443. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2444. </g>
  2445. <g id="line2d_10">
  2446. <path clip-path="url(#pe5e8db2a07)" d="M 19.365589 138.513019
  2447. L 20.03399 131.180073
  2448. L 20.702391 141.0911
  2449. L 21.370792 131.80164
  2450. L 22.039193 136.153541
  2451. L 22.707594 141.381056
  2452. L 23.375995 133.94349
  2453. L 24.044396 136.446028
  2454. L 24.712797 143.114723
  2455. L 26.049599 135.296269
  2456. L 26.718 138.925946
  2457. L 27.386401 141.045378
  2458. L 28.054802 135.184166
  2459. L 28.723203 139.62332
  2460. L 29.391604 133.743021
  2461. L 30.060005 144.229707
  2462. L 30.728407 135.456393
  2463. L 31.396808 135.16421
  2464. L 32.065209 140.97958
  2465. L 32.73361 140.748038
  2466. L 33.402011 133.782049
  2467. L 34.070412 136.813041
  2468. L 34.738813 142.800377
  2469. L 35.407214 133.541983
  2470. L 36.075615 133.208217
  2471. L 36.744016 143.113895
  2472. L 37.412417 133.1642
  2473. L 38.080818 140.342137
  2474. L 38.749219 137.216684
  2475. L 39.41762 141.134227
  2476. L 40.086021 144.361612
  2477. L 40.754422 138.727498
  2478. L 41.422823 139.646009
  2479. L 42.091224 134.283762
  2480. L 42.759626 142.321549
  2481. L 43.428027 137.303221
  2482. L 44.096428 142.571872
  2483. L 44.764829 131.995684
  2484. L 45.43323 139.831227
  2485. L 46.101631 136.572451
  2486. L 46.770032 136.409093
  2487. L 47.438433 145.343395
  2488. L 48.106834 136.206963
  2489. L 48.775235 135.050334
  2490. L 49.443636 140.270655
  2491. L 50.112037 142.038012
  2492. L 50.780438 135.17482
  2493. L 51.448839 139.409958
  2494. L 52.11724 132.565359
  2495. L 52.785641 134.372845
  2496. L 53.454042 142.665363
  2497. L 54.122443 142.849544
  2498. L 54.790845 133.085651
  2499. L 55.459246 133.933638
  2500. L 56.127647 141.058231
  2501. L 56.796048 134.528668
  2502. L 57.464449 137.060061
  2503. L 58.13285 140.484598
  2504. L 58.801251 132.654285
  2505. L 59.469652 137.415951
  2506. L 60.138053 140.507418
  2507. L 60.806454 136.777678
  2508. L 61.474855 139.809799
  2509. L 62.143256 133.025692
  2510. L 62.811657 142.449337
  2511. L 63.480058 139.871376
  2512. L 64.148459 138.210366
  2513. L 64.81686 133.276905
  2514. L 65.485261 143.342841
  2515. L 66.153662 143.858743
  2516. L 66.822064 136.272143
  2517. L 67.490465 144.039506
  2518. L 68.158866 133.856907
  2519. L 68.827267 135.729977
  2520. L 69.495668 141.875172
  2521. L 70.164069 139.021173
  2522. L 70.83247 135.162149
  2523. L 71.500871 140.400801
  2524. L 72.169272 139.793581
  2525. L 72.837673 142.418044
  2526. L 73.506074 136.339558
  2527. L 74.174475 132.285144
  2528. L 74.842876 144.375848
  2529. L 75.511277 133.511643
  2530. L 76.179678 134.596477
  2531. L 76.848079 143.781634
  2532. L 77.51648 132.539316
  2533. L 78.184881 134.635081
  2534. L 78.853283 140.949856
  2535. L 79.521684 136.505464
  2536. L 80.190085 142.838772
  2537. L 80.858486 134.814374
  2538. L 81.526887 139.555214
  2539. L 82.195288 139.510389
  2540. L 82.863689 135.36198
  2541. L 83.53209 144.211682
  2542. L 84.200491 134.527198
  2543. L 84.868892 135.086251
  2544. L 85.537293 141.924249
  2545. L 86.205694 138.848243
  2546. L 86.874095 144.565986
  2547. L 87.542496 137.93994
  2548. L 88.210897 136.903916
  2549. L 88.879298 143.527077
  2550. L 89.547699 145.024399
  2551. L 90.2161 135.798381
  2552. L 90.884502 139.061318
  2553. L 91.552903 138.869042
  2554. L 92.221304 142.091402
  2555. L 92.889705 140.432395
  2556. L 93.558106 142.229587
  2557. L 94.226507 134.285259
  2558. L 95.563309 142.861151
  2559. L 96.23171 134.581928
  2560. L 96.900111 137.868033
  2561. L 97.568512 142.369584
  2562. L 98.236913 136.051459
  2563. L 98.905314 137.609369
  2564. L 99.573715 145.883277
  2565. L 100.242116 137.823242
  2566. L 100.910517 136.14478
  2567. L 101.578918 143.855543
  2568. L 102.247319 138.929257
  2569. L 102.915721 135.414177
  2570. L 103.584122 141.488833
  2571. L 104.252523 138.233767
  2572. L 104.920924 136.832167
  2573. L 105.589325 142.51404
  2574. L 106.257726 133.423709
  2575. L 106.926127 140.541839
  2576. L 107.594528 138.50365
  2577. L 108.262929 131.869584
  2578. L 108.93133 139.730766
  2579. L 109.599731 136.47592
  2580. L 110.268132 132.151611
  2581. L 110.936533 142.528175
  2582. L 111.604934 137.475784
  2583. L 112.273335 136.022511
  2584. L 112.941736 142.957433
  2585. L 113.610137 143.672745
  2586. L 114.278538 134.747464
  2587. L 114.94694 139.376144
  2588. L 115.615341 137.958221
  2589. L 116.283742 133.938209
  2590. L 116.952143 139.446657
  2591. L 117.620544 139.260764
  2592. L 118.288945 138.094266
  2593. L 118.957346 139.507775
  2594. L 119.625747 136.796304
  2595. L 120.294148 142.081253
  2596. L 120.962549 134.9009
  2597. L 121.63095 136.282429
  2598. L 122.299351 143.456857
  2599. L 122.967752 134.848886
  2600. L 123.636153 138.648788
  2601. L 124.304554 140.783409
  2602. L 124.972955 136.279148
  2603. L 125.641356 143.497242
  2604. L 126.309757 139.92545
  2605. L 126.978159 138.22015
  2606. L 127.64656 145.40542
  2607. L 128.314961 136.876537
  2608. L 128.983362 137.009765
  2609. L 129.651763 143.592521
  2610. L 130.320164 140.39714
  2611. L 130.988565 141.886375
  2612. L 131.656966 139.571975
  2613. L 132.325367 134.993333
  2614. L 132.993768 143.649189
  2615. L 133.662169 136.949803
  2616. L 134.33057 136.388439
  2617. L 134.998971 143.599747
  2618. L 135.667372 133.98653
  2619. L 136.335773 139.393385
  2620. L 137.672575 142.654066
  2621. L 138.340976 144.053988
  2622. L 139.009378 136.930943
  2623. L 139.677779 133.291683
  2624. L 140.34618 144.363489
  2625. L 141.014581 137.087758
  2626. L 141.682982 135.578844
  2627. L 142.351383 143.100521
  2628. L 143.019784 139.375085
  2629. L 143.688185 136.530432
  2630. L 144.356586 143.485335
  2631. L 145.024987 136.217755
  2632. L 145.693388 140.785285
  2633. L 146.361789 141.550522
  2634. L 147.03019 137.740911
  2635. L 147.698591 143.982644
  2636. L 148.366992 138.10416
  2637. L 149.035393 138.03081
  2638. L 149.703794 144.786457
  2639. L 150.372195 136.584513
  2640. L 151.040597 141.167956
  2641. L 151.708998 134.951383
  2642. L 152.377399 142.777762
  2643. L 153.0458 138.421293
  2644. L 153.714201 142.578537
  2645. L 154.382602 135.329278
  2646. L 155.051003 137.628451
  2647. L 155.719404 142.113254
  2648. L 156.387805 140.093689
  2649. L 157.056206 140.022449
  2650. L 158.393008 144.041264
  2651. L 159.061409 134.908659
  2652. L 159.72981 135.914898
  2653. L 160.398211 143.346559
  2654. L 161.066612 142.294085
  2655. L 161.735013 139.515491
  2656. L 162.403414 142.180758
  2657. L 163.071816 132.836895
  2658. L 163.740217 141.053208
  2659. L 164.408618 141.94756
  2660. L 165.077019 138.238278
  2661. L 165.74542 135.567878
  2662. L 166.413821 138.547463
  2663. L 167.082222 145.634834
  2664. L 167.750623 138.77258
  2665. L 168.419024 135.814317
  2666. L 169.087425 137.076551
  2667. L 169.755826 143.429935
  2668. L 170.424227 138.160085
  2669. L 171.092628 135.323065
  2670. L 172.42943 143.492203
  2671. L 173.097831 134.690249
  2672. L 173.766232 136.50263
  2673. L 174.434633 143.122636
  2674. L 175.103035 135.709143
  2675. L 175.771436 142.064722
  2676. L 176.439837 137.512204
  2677. L 177.108238 142.88444
  2678. L 177.776639 135.11905
  2679. L 178.44504 134.590755
  2680. L 179.113441 144.688663
  2681. L 179.781842 135.387148
  2682. L 180.450243 135.521364
  2683. L 181.118644 144.439001
  2684. L 181.787045 141.238886
  2685. L 182.455446 140.08773
  2686. L 183.123847 136.20798
  2687. L 183.792248 143.854861
  2688. L 184.460649 136.604828
  2689. L 185.12905 135.268741
  2690. L 185.797451 143.466412
  2691. L 187.134254 134.263404
  2692. L 187.802655 140.813121
  2693. L 188.471056 139.100709
  2694. L 189.139457 134.577705
  2695. L 189.807858 139.608494
  2696. L 190.476259 142.819281
  2697. L 191.14466 136.353094
  2698. L 191.813061 138.954707
  2699. L 192.481462 140.404377
  2700. L 193.149863 136.061046
  2701. L 193.818264 136.908118
  2702. L 194.486665 140.784854
  2703. L 195.155066 140.562768
  2704. L 195.823467 136.183724
  2705. L 196.491868 142.091482
  2706. L 197.160269 140.860929
  2707. L 197.82867 142.558672
  2708. L 198.497071 136.724482
  2709. L 199.165473 136.526923
  2710. L 199.833874 144.654702
  2711. L 200.502275 135.410767
  2712. L 201.170676 134.995038
  2713. L 201.839077 144.081499
  2714. L 202.507478 137.214455
  2715. L 203.175879 136.939391
  2716. L 203.84428 144.697833
  2717. L 204.512681 137.813503
  2718. L 205.181082 137.470219
  2719. L 205.849483 142.927935
  2720. L 206.517884 141.266364
  2721. L 207.186285 140.829035
  2722. L 207.854686 134.605725
  2723. L 208.523087 137.813977
  2724. L 209.191488 142.744861
  2725. L 209.859889 135.885322
  2726. L 210.52829 136.981473
  2727. L 211.196692 142.994181
  2728. L 211.865093 138.57291
  2729. L 212.533494 134.968433
  2730. L 213.201895 140.477417
  2731. L 213.870296 140.242126
  2732. L 214.538697 141.676119
  2733. L 215.207098 136.43482
  2734. L 215.875499 137.579654
  2735. L 216.5439 140.206364
  2736. L 217.212301 134.142411
  2737. L 217.880702 142.948769
  2738. L 218.549103 137.203127
  2739. L 219.217504 135.469422
  2740. L 219.885905 137.963082
  2741. L 220.554306 144.578777
  2742. L 221.222707 136.046228
  2743. L 221.891108 137.030256
  2744. L 222.559509 142.438992
  2745. L 223.227911 137.890002
  2746. L 223.896312 136.85952
  2747. L 224.564713 138.243706
  2748. L 225.233114 134.115734
  2749. L 225.901515 136.595478
  2750. L 226.569916 144.306262
  2751. L 227.238317 135.605458
  2752. L 228.575119 141.050681
  2753. L 229.24352 135.524516
  2754. L 229.911921 136.190379
  2755. L 230.580322 145.255331
  2756. L 231.248723 135.587889
  2757. L 231.917124 136.804406
  2758. L 232.585525 142.791767
  2759. L 233.253926 134.76595
  2760. L 233.922327 141.809696
  2761. L 234.590728 138.849147
  2762. L 235.25913 135.083559
  2763. L 235.927531 141.413309
  2764. L 236.595932 141.316866
  2765. L 237.264333 136.881828
  2766. L 237.932734 142.084197
  2767. L 238.601135 138.781943
  2768. L 239.269536 138.929557
  2769. L 239.937937 143.122025
  2770. L 240.606338 137.44726
  2771. L 241.274739 143.858313
  2772. L 241.94314 137.242414
  2773. L 242.611541 138.005843
  2774. L 243.279942 143.489613
  2775. L 243.948343 137.953559
  2776. L 244.616744 136.710366
  2777. L 245.285145 143.238152
  2778. L 245.953546 137.328241
  2779. L 246.621947 136.665426
  2780. L 247.290349 144.764485
  2781. L 247.95875 138.34584
  2782. L 248.627151 141.884138
  2783. L 249.295552 139.963306
  2784. L 249.963953 137.593054
  2785. L 250.632354 139.37524
  2786. L 251.300755 144.376521
  2787. L 251.969156 131.525931
  2788. L 252.637557 137.264533
  2789. L 253.305958 137.608963
  2790. L 253.974359 141.890701
  2791. L 254.64276 143.557786
  2792. L 255.979562 141.945754
  2793. L 256.647963 143.621631
  2794. L 257.316364 138.41268
  2795. L 257.984765 142.637497
  2796. L 258.653166 138.337901
  2797. L 259.321568 142.520279
  2798. L 259.989969 140.547243
  2799. L 260.65837 139.413582
  2800. L 261.326771 144.226345
  2801. L 261.995172 140.325396
  2802. L 262.663573 139.540768
  2803. L 263.331974 143.306132
  2804. L 264.000375 137.062986
  2805. L 264.668776 143.623946
  2806. L 265.337177 137.679518
  2807. L 266.005578 144.238958
  2808. L 266.673979 136.37902
  2809. L 267.34238 141.951299
  2810. L 268.010781 137.658711
  2811. L 268.679182 142.670121
  2812. L 269.347583 139.391805
  2813. L 270.015984 138.497501
  2814. L 270.684385 143.381656
  2815. L 271.352787 137.061167
  2816. L 272.021188 141.690068
  2817. L 272.689589 139.651424
  2818. L 273.35799 139.847287
  2819. L 274.026391 144.63376
  2820. L 274.694792 138.055804
  2821. L 275.363193 137.606361
  2822. L 276.031594 144.282527
  2823. L 276.699995 138.772784
  2824. L 277.368396 140.686929
  2825. L 278.036797 141.531025
  2826. L 278.705198 144.046692
  2827. L 279.373599 137.815269
  2828. L 280.042 138.80016
  2829. L 280.710401 142.202026
  2830. L 281.378802 140.459585
  2831. L 282.047203 143.31073
  2832. L 282.715604 138.522222
  2833. L 283.384006 142.259268
  2834. L 284.052407 141.158138
  2835. L 284.720808 138.543753
  2836. L 285.389209 138.588954
  2837. L 286.05761 141.258988
  2838. L 286.726011 136.148051
  2839. L 287.394412 143.778674
  2840. L 288.062813 141.095468
  2841. L 288.731214 140.798656
  2842. L 289.399615 136.724814
  2843. L 290.068016 142.3047
  2844. L 290.736417 136.413376
  2845. L 291.404818 138.204313
  2846. L 292.073219 124.849595
  2847. L 292.74162 138.885286
  2848. L 293.410021 141.018468
  2849. L 294.078422 142.311113
  2850. L 295.415225 142.140277
  2851. L 296.083626 145.157757
  2852. L 296.752027 139.033762
  2853. L 298.088829 141.305562
  2854. L 298.75723 138.139194
  2855. L 299.425631 143.307096
  2856. L 300.094032 139.841285
  2857. L 300.762433 140.451045
  2858. L 301.430834 144.366754
  2859. L 302.099235 139.153069
  2860. L 302.767636 141.957808
  2861. L 303.436037 141.770051
  2862. L 304.104438 137.310269
  2863. L 304.772839 139.615466
  2864. L 305.44124 144.669305
  2865. L 306.109641 140.134602
  2866. L 306.778042 143.888743
  2867. L 307.446444 138.628548
  2868. L 308.114845 143.240828
  2869. L 308.783246 142.400201
  2870. L 309.451647 141.037519
  2871. L 310.120048 142.657309
  2872. L 310.788449 138.565916
  2873. L 311.45685 137.760691
  2874. L 312.125251 139.196268
  2875. L 312.793652 137.771592
  2876. L 313.462053 142.088338
  2877. L 314.130454 143.485098
  2878. L 314.798855 135.166139
  2879. L 316.135657 142.205752
  2880. L 316.804058 136.279504
  2881. L 317.472459 141.333412
  2882. L 318.14086 138.93191
  2883. L 318.809261 135.4026
  2884. L 319.477663 142.234247
  2885. L 320.146064 139.294045
  2886. L 320.814465 144.74225
  2887. L 321.482866 136.011343
  2888. L 322.151267 141.355373
  2889. L 322.819668 139.79579
  2890. L 323.488069 137.388925
  2891. L 324.15647 143.79083
  2892. L 324.824871 135.756758
  2893. L 325.493272 139.527545
  2894. L 326.161673 142.231227
  2895. L 326.830074 136.916906
  2896. L 327.498475 143.959356
  2897. L 328.166876 136.561976
  2898. L 329.503678 142.270615
  2899. L 330.172079 136.652921
  2900. L 330.84048 140.987852
  2901. L 331.508882 138.947518
  2902. L 332.177283 136.468235
  2903. L 332.845684 143.635371
  2904. L 333.514085 136.474201
  2905. L 334.182486 140.165019
  2906. L 334.850887 140.968433
  2907. L 335.519288 137.358282
  2908. L 336.187689 144.593599
  2909. L 336.85609 137.904564
  2910. L 337.524491 140.127832
  2911. L 338.192892 141.032088
  2912. L 338.861293 136.221942
  2913. L 339.529694 142.061384
  2914. L 340.198095 138.496005
  2915. L 340.866496 139.102526
  2916. L 341.534897 143.167624
  2917. L 342.203298 137.508407
  2918. L 342.871699 139.459753
  2919. L 343.540101 144.776667
  2920. L 344.208502 137.330883
  2921. L 344.876903 136.939266
  2922. L 345.545304 143.386117
  2923. L 346.213705 136.532949
  2924. L 347.550507 143.20375
  2925. L 348.218908 137.457204
  2926. L 348.887309 141.735694
  2927. L 349.55571 141.040674
  2928. L 350.224111 141.198149
  2929. L 350.892512 141.829068
  2930. L 351.560913 137.987866
  2931. L 352.229314 142.897133
  2932. L 352.897715 138.468246
  2933. L 353.566116 136.492769
  2934. L 354.234517 144.359261
  2935. L 354.902918 138.167046
  2936. L 355.57132 139.187452
  2937. L 356.239721 144.906398
  2938. L 356.908122 137.544132
  2939. L 357.576523 138.929163
  2940. L 358.244924 142.093677
  2941. L 358.913325 139.435942
  2942. L 359.581726 144.427786
  2943. L 360.250127 139.221575
  2944. L 360.918528 140.838222
  2945. L 361.586929 143.922166
  2946. L 362.25533 138.341731
  2947. L 362.923731 140.165902
  2948. L 363.592132 144.896038
  2949. L 364.260533 138.684685
  2950. L 364.928934 140.311867
  2951. L 365.597335 143.924899
  2952. L 366.265736 140.570658
  2953. L 366.934137 142.497501
  2954. L 367.602539 142.227403
  2955. L 368.27094 140.192707
  2956. L 368.939341 137.310001
  2957. L 369.607742 143.673117
  2958. L 370.276143 138.652259
  2959. L 370.944544 145.309995
  2960. L 371.612945 137.484139
  2961. L 372.281346 141.631582
  2962. L 372.281346 141.631582
  2963. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  2964. </g>
  2965. <g id="text_13">
  2966. <g id="patch_15">
  2967. <path d="M 18.697188 136.637868
  2968. L 29.458438 136.637868
  2969. Q 31.858438 136.637868 31.858438 134.237868
  2970. L 31.858438 126.495368
  2971. Q 31.858438 124.095368 29.458438 124.095368
  2972. L 18.697188 124.095368
  2973. Q 16.297188 124.095368 16.297188 126.495368
  2974. L 16.297188 134.237868
  2975. Q 16.297188 136.637868 18.697188 136.637868
  2976. z
  2977. " style="fill:#ffffff;opacity:0.8;"/>
  2978. </g>
  2979. <!-- FD -->
  2980. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  2981. <use xlink:href="#DejaVuSans-46"/>
  2982. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  2983. </g>
  2984. </g>
  2985. <g id="text_14">
  2986. <g id="patch_16">
  2987. <path d="M 290.289663 133.502243
  2988. L 365.209663 133.502243
  2989. Q 366.409663 133.502243 366.409663 132.302243
  2990. L 366.409663 128.430993
  2991. Q 366.409663 127.230993 365.209663 127.230993
  2992. L 290.289663 127.230993
  2993. Q 289.089663 127.230993 289.089663 128.430993
  2994. L 289.089663 132.302243
  2995. Q 289.089663 133.502243 290.289663 133.502243
  2996. z
  2997. " style="fill:#ffffff;opacity:0.8;"/>
  2998. </g>
  2999. <!-- max: 0.401 $\bullet$ mean: 0.131 $\bullet$ $\sigma$: 0.062 -->
  3000. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  3001. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3002. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3003. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3004. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3005. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3006. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  3007. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3008. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-34"/>
  3009. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-30"/>
  3010. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  3011. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  3012. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3013. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  3014. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3015. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  3016. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  3017. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3018. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3019. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  3020. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  3021. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3022. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  3023. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-33"/>
  3024. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-31"/>
  3025. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  3026. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3027. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  3028. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3029. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3030. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3031. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  3032. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3033. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-30"/>
  3034. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-36"/>
  3035. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-32"/>
  3036. </g>
  3037. </g>
  3038. <g id="text_15">
  3039. <!-- 0.23 -->
  3040. <g style="fill:#d3d3d3;" transform="translate(11.0175 134.788518)scale(0.03 -0.03)">
  3041. <use xlink:href="#DejaVuSans-30"/>
  3042. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3043. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  3044. <use x="159.033203" xlink:href="#DejaVuSans-33"/>
  3045. </g>
  3046. </g>
  3047. </g>
  3048. <g id="axes_6">
  3049. <g id="patch_17">
  3050. <path d="M 15.161346 278.112
  3051. L 18.697188 278.112
  3052. L 18.697188 150.37824
  3053. L 15.161346 150.37824
  3054. z
  3055. " style="fill:#ffffff;"/>
  3056. </g>
  3057. <g clip-path="url(#p546bff02e9)">
  3058. <image height="946" id="image010b2ec331" transform="matrix(4 0 0 0.135307 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  3059. iVBORw0KGgoAAAANSUhEUgAAAAEAAAOyCAYAAACyo7/PAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt17ERABAUBNEbkSoYEYmGNKIxtYh1QgMK+MYmL950FfvYTpIAAAAAAKywfLOQcaOmYCHjLTRz4ToAAP7kADL8DXzH33E7AAAAAElFTkSuQmCC"/>
  3060. </g>
  3061. <g id="matplotlib.axis_11"/>
  3062. <g id="matplotlib.axis_12"/>
  3063. </g>
  3064. <g id="axes_7">
  3065. <g id="patch_18">
  3066. <path d="M 18.697188 278.112
  3067. L 372.281346 278.112
  3068. L 372.281346 150.37824
  3069. L 18.697188 150.37824
  3070. z
  3071. " style="fill:#ffffff;"/>
  3072. </g>
  3073. <g clip-path="url(#p3ca2a7270e)">
  3074. <image height="128.16" id="image7913ff3ab1" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  3075. 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" y="-149.952"/>
  3076. </g>
  3077. <g id="matplotlib.axis_13">
  3078. <g id="xtick_26">
  3079. <g id="line2d_11">
  3080. <defs>
  3081. <path d="M 0 0
  3082. L 0 4.8
  3083. " id="mee7925c8da" style="stroke:#262626;"/>
  3084. </defs>
  3085. <g>
  3086. <use style="fill:#262626;stroke:#262626;" x="19.030757" xlink:href="#mee7925c8da" y="278.112"/>
  3087. </g>
  3088. </g>
  3089. <g id="text_16">
  3090. <!-- 0.00 -->
  3091. <g style="fill:#262626;" transform="translate(13.464351 290.211219)scale(0.05 -0.05)">
  3092. <use xlink:href="#DejaVuSans-30"/>
  3093. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3094. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  3095. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3096. </g>
  3097. </g>
  3098. </g>
  3099. <g id="xtick_27">
  3100. <g id="line2d_12">
  3101. <g>
  3102. <use style="fill:#262626;stroke:#262626;" x="89.747589" xlink:href="#mee7925c8da" y="278.112"/>
  3103. </g>
  3104. </g>
  3105. <g id="text_17">
  3106. <!-- 106.00 -->
  3107. <g style="fill:#262626;" transform="translate(80.999933 290.211219)scale(0.05 -0.05)">
  3108. <use xlink:href="#DejaVuSans-31"/>
  3109. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3110. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  3111. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3112. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3113. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3114. </g>
  3115. </g>
  3116. </g>
  3117. <g id="xtick_28">
  3118. <g id="line2d_13">
  3119. <g>
  3120. <use style="fill:#262626;stroke:#262626;" x="160.464421" xlink:href="#mee7925c8da" y="278.112"/>
  3121. </g>
  3122. </g>
  3123. <g id="text_18">
  3124. <!-- 212.00 -->
  3125. <g style="fill:#262626;" transform="translate(151.716765 290.211219)scale(0.05 -0.05)">
  3126. <use xlink:href="#DejaVuSans-32"/>
  3127. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3128. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  3129. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3130. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3131. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3132. </g>
  3133. </g>
  3134. </g>
  3135. <g id="xtick_29">
  3136. <g id="line2d_14">
  3137. <g>
  3138. <use style="fill:#262626;stroke:#262626;" x="231.181253" xlink:href="#mee7925c8da" y="278.112"/>
  3139. </g>
  3140. </g>
  3141. <g id="text_19">
  3142. <!-- 318.00 -->
  3143. <g style="fill:#262626;" transform="translate(222.433596 290.211219)scale(0.05 -0.05)">
  3144. <use xlink:href="#DejaVuSans-33"/>
  3145. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3146. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  3147. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3148. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3149. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3150. </g>
  3151. </g>
  3152. </g>
  3153. <g id="xtick_30">
  3154. <g id="line2d_15">
  3155. <g>
  3156. <use style="fill:#262626;stroke:#262626;" x="301.898084" xlink:href="#mee7925c8da" y="278.112"/>
  3157. </g>
  3158. </g>
  3159. <g id="text_20">
  3160. <!-- 424.00 -->
  3161. <g style="fill:#262626;" transform="translate(293.150428 290.211219)scale(0.05 -0.05)">
  3162. <use xlink:href="#DejaVuSans-34"/>
  3163. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  3164. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  3165. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3166. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3167. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3168. </g>
  3169. </g>
  3170. </g>
  3171. <g id="text_21">
  3172. <!-- time (s) -->
  3173. <defs>
  3174. <path d="M 18.3125 70.21875
  3175. L 18.3125 54.6875
  3176. L 36.8125 54.6875
  3177. L 36.8125 47.703125
  3178. L 18.3125 47.703125
  3179. L 18.3125 18.015625
  3180. Q 18.3125 11.328125 20.140625 9.421875
  3181. Q 21.96875 7.515625 27.59375 7.515625
  3182. L 36.8125 7.515625
  3183. L 36.8125 0
  3184. L 27.59375 0
  3185. Q 17.1875 0 13.234375 3.875
  3186. Q 9.28125 7.765625 9.28125 18.015625
  3187. L 9.28125 47.703125
  3188. L 2.6875 47.703125
  3189. L 2.6875 54.6875
  3190. L 9.28125 54.6875
  3191. L 9.28125 70.21875
  3192. z
  3193. " id="DejaVuSans-74"/>
  3194. <path d="M 9.421875 54.6875
  3195. L 18.40625 54.6875
  3196. L 18.40625 0
  3197. L 9.421875 0
  3198. z
  3199. M 9.421875 75.984375
  3200. L 18.40625 75.984375
  3201. L 18.40625 64.59375
  3202. L 9.421875 64.59375
  3203. z
  3204. " id="DejaVuSans-69"/>
  3205. <path d="M 31 75.875
  3206. Q 24.46875 64.65625 21.28125 53.65625
  3207. Q 18.109375 42.671875 18.109375 31.390625
  3208. Q 18.109375 20.125 21.3125 9.0625
  3209. Q 24.515625 -2 31 -13.1875
  3210. L 23.1875 -13.1875
  3211. Q 15.875 -1.703125 12.234375 9.375
  3212. Q 8.59375 20.453125 8.59375 31.390625
  3213. Q 8.59375 42.28125 12.203125 53.3125
  3214. Q 15.828125 64.359375 23.1875 75.875
  3215. z
  3216. " id="DejaVuSans-28"/>
  3217. <path d="M 44.28125 53.078125
  3218. L 44.28125 44.578125
  3219. Q 40.484375 46.53125 36.375 47.5
  3220. Q 32.28125 48.484375 27.875 48.484375
  3221. Q 21.1875 48.484375 17.84375 46.4375
  3222. Q 14.5 44.390625 14.5 40.28125
  3223. Q 14.5 37.15625 16.890625 35.375
  3224. Q 19.28125 33.59375 26.515625 31.984375
  3225. L 29.59375 31.296875
  3226. Q 39.15625 29.25 43.1875 25.515625
  3227. Q 47.21875 21.78125 47.21875 15.09375
  3228. Q 47.21875 7.46875 41.1875 3.015625
  3229. Q 35.15625 -1.421875 24.609375 -1.421875
  3230. Q 20.21875 -1.421875 15.453125 -0.5625
  3231. Q 10.6875 0.296875 5.421875 2
  3232. L 5.421875 11.28125
  3233. Q 10.40625 8.6875 15.234375 7.390625
  3234. Q 20.0625 6.109375 24.8125 6.109375
  3235. Q 31.15625 6.109375 34.5625 8.28125
  3236. Q 37.984375 10.453125 37.984375 14.40625
  3237. Q 37.984375 18.0625 35.515625 20.015625
  3238. Q 33.0625 21.96875 24.703125 23.78125
  3239. L 21.578125 24.515625
  3240. Q 13.234375 26.265625 9.515625 29.90625
  3241. Q 5.8125 33.546875 5.8125 39.890625
  3242. Q 5.8125 47.609375 11.28125 51.796875
  3243. Q 16.75 56 26.8125 56
  3244. Q 31.78125 56 36.171875 55.265625
  3245. Q 40.578125 54.546875 44.28125 53.078125
  3246. z
  3247. " id="DejaVuSans-73"/>
  3248. <path d="M 8.015625 75.875
  3249. L 15.828125 75.875
  3250. Q 23.140625 64.359375 26.78125 53.3125
  3251. Q 30.421875 42.28125 30.421875 31.390625
  3252. Q 30.421875 20.453125 26.78125 9.375
  3253. Q 23.140625 -1.703125 15.828125 -13.1875
  3254. L 8.015625 -13.1875
  3255. Q 14.5 -2 17.703125 9.0625
  3256. Q 20.90625 20.125 20.90625 31.390625
  3257. Q 20.90625 42.671875 17.703125 53.65625
  3258. Q 14.5 64.65625 8.015625 75.875
  3259. z
  3260. " id="DejaVuSans-29"/>
  3261. </defs>
  3262. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3263. <use xlink:href="#DejaVuSans-74"/>
  3264. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3265. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3266. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3267. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3268. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3269. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3270. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3271. </g>
  3272. </g>
  3273. </g>
  3274. <g id="matplotlib.axis_14"/>
  3275. </g>
  3276. </g>
  3277. <defs>
  3278. <clipPath id="p6cca11a812">
  3279. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3280. </clipPath>
  3281. <clipPath id="pd1d63646d3">
  3282. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3283. </clipPath>
  3284. <clipPath id="pcb614df9df">
  3285. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3286. </clipPath>
  3287. <clipPath id="pedc65cb11d">
  3288. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3289. </clipPath>
  3290. <clipPath id="pe5e8db2a07">
  3291. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3292. </clipPath>
  3293. <clipPath id="p546bff02e9">
  3294. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3295. </clipPath>
  3296. <clipPath id="p3ca2a7270e">
  3297. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3298. </clipPath>
  3299. </defs>
  3300. </svg>