sub-13_ses-01_task-highspeed_rec-prenorm_run-04_carpetplot.svg 426 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296129712981299130013011302130313041305130613071308130913101311131213131314131513161317131813191320132113221323132413251326132713281329133013311332133313341335133613371338133913401341134213431344134513461347134813491350135113521353135413551356135713581359136013611362136313641365136613671368136913701371137213731374137513761377137813791380138113821383138413851386138713881389139013911392139313941395139613971398139914001401140214031404140514061407140814091410141114121413141414151416141714181419142014211422142314241425142614271428142914301431143214331434143514361437143814391440144114421443144414451446144714481449145014511452145314541455145614571458145914601461146214631464146514661467146814691470147114721473147414751476147714781479148014811482148314841485148614871488148914901491149214931494149514961497149814991500150115021503150415051506150715081509151015111512151315141515151615171518151915201521152215231524152515261527152815291530153115321533153415351536153715381539154015411542154315441545154615471548154915501551155215531554155515561557155815591560156115621563156415651566156715681569157015711572157315741575157615771578157915801581158215831584158515861587158815891590159115921593159415951596159715981599160016011602160316041605160616071608160916101611161216131614161516161617161816191620162116221623162416251626162716281629163016311632163316341635163616371638163916401641164216431644164516461647164816491650165116521653165416551656165716581659166016611662166316641665166616671668166916701671167216731674167516761677167816791680168116821683168416851686168716881689169016911692169316941695169616971698169917001701170217031704170517061707170817091710171117121713171417151716171717181719172017211722172317241725172617271728172917301731173217331734173517361737173817391740174117421743174417451746174717481749175017511752175317541755175617571758175917601761176217631764176517661767176817691770177117721773177417751776177717781779178017811782178317841785178617871788178917901791179217931794179517961797179817991800180118021803180418051806180718081809181018111812181318141815181618171818181918201821182218231824182518261827182818291830183118321833183418351836183718381839184018411842184318441845184618471848184918501851185218531854185518561857185818591860186118621863186418651866186718681869187018711872187318741875187618771878187918801881188218831884188518861887188818891890189118921893189418951896189718981899190019011902190319041905190619071908190919101911191219131914191519161917191819191920192119221923192419251926192719281929193019311932193319341935193619371938193919401941194219431944194519461947194819491950195119521953195419551956195719581959196019611962196319641965196619671968196919701971197219731974197519761977197819791980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025202620272028202920302031203220332034203520362037203820392040204120422043204420452046204720482049205020512052205320542055205620572058205920602061206220632064206520662067206820692070207120722073207420752076207720782079208020812082208320842085208620872088208920902091209220932094209520962097209820992100210121022103210421052106210721082109211021112112211321142115211621172118211921202121212221232124212521262127212821292130213121322133213421352136213721382139214021412142214321442145214621472148214921502151215221532154215521562157215821592160216121622163216421652166216721682169217021712172217321742175217621772178217921802181218221832184218521862187218821892190219121922193219421952196219721982199220022012202220322042205220622072208220922102211221222132214221522162217221822192220222122222223222422252226222722282229223022312232223322342235223622372238223922402241224222432244224522462247224822492250225122522253225422552256225722582259226022612262226322642265226622672268226922702271227222732274227522762277227822792280228122822283228422852286228722882289229022912292229322942295229622972298229923002301230223032304230523062307230823092310231123122313231423152316231723182319232023212322232323242325232623272328232923302331233223332334233523362337233823392340234123422343234423452346234723482349235023512352235323542355235623572358235923602361236223632364236523662367236823692370237123722373237423752376237723782379238023812382238323842385238623872388238923902391239223932394239523962397239823992400240124022403240424052406240724082409241024112412241324142415241624172418241924202421242224232424242524262427242824292430243124322433243424352436243724382439244024412442244324442445244624472448244924502451245224532454245524562457245824592460246124622463246424652466246724682469247024712472247324742475247624772478247924802481248224832484248524862487248824892490249124922493249424952496249724982499250025012502250325042505250625072508250925102511251225132514251525162517251825192520252125222523252425252526252725282529253025312532253325342535253625372538253925402541254225432544254525462547254825492550255125522553255425552556255725582559256025612562256325642565256625672568256925702571257225732574257525762577257825792580258125822583258425852586258725882589259025912592259325942595259625972598259926002601260226032604260526062607260826092610261126122613261426152616261726182619262026212622262326242625262626272628262926302631263226332634263526362637263826392640264126422643264426452646264726482649265026512652265326542655265626572658265926602661266226632664266526662667266826692670267126722673267426752676267726782679268026812682268326842685268626872688268926902691269226932694269526962697269826992700270127022703270427052706270727082709271027112712271327142715271627172718271927202721272227232724272527262727272827292730273127322733273427352736273727382739274027412742274327442745274627472748274927502751275227532754275527562757275827592760276127622763276427652766276727682769277027712772277327742775277627772778277927802781278227832784278527862787278827892790279127922793279427952796279727982799280028012802280328042805280628072808280928102811281228132814281528162817281828192820282128222823282428252826282728282829283028312832283328342835283628372838283928402841284228432844284528462847284828492850285128522853285428552856285728582859286028612862286328642865286628672868286928702871287228732874287528762877287828792880288128822883288428852886288728882889289028912892289328942895289628972898289929002901290229032904290529062907290829092910291129122913291429152916291729182919292029212922292329242925292629272928292929302931293229332934293529362937293829392940294129422943294429452946294729482949295029512952295329542955295629572958295929602961296229632964296529662967296829692970297129722973297429752976297729782979298029812982298329842985298629872988298929902991299229932994299529962997299829993000300130023003300430053006300730083009301030113012301330143015301630173018301930203021302230233024302530263027302830293030303130323033303430353036303730383039304030413042304330443045304630473048304930503051305230533054305530563057305830593060306130623063306430653066306730683069307030713072307330743075307630773078307930803081308230833084308530863087308830893090309130923093309430953096309730983099310031013102310331043105310631073108310931103111311231133114311531163117311831193120312131223123312431253126312731283129313031313132313331343135313631373138313931403141314231433144314531463147314831493150315131523153315431553156315731583159316031613162316331643165316631673168316931703171317231733174317531763177317831793180318131823183318431853186318731883189319031913192319331943195319631973198319932003201320232033204320532063207320832093210321132123213321432153216321732183219322032213222322332243225322632273228322932303231323232333234323532363237323832393240324132423243324432453246324732483249325032513252325332543255325632573258325932603261326232633264326532663267326832693270327132723273327432753276327732783279328032813282328332843285328632873288328932903291329232933294329532963297329832993300330133023303330433053306330733083309331033113312331333143315331633173318
  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(#pe575f25bd1)" d="M 18.697188 23.326388
  39. L 372.281346 23.326388
  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(#pe575f25bd1)" d="M 18.697188 23.645518
  44. L 20.03399 24.083787
  45. L 23.375995 23.874786
  46. L 24.044396 24.135883
  47. L 24.712797 24.240475
  48. L 26.718 24.077566
  49. L 27.386401 24.040263
  50. L 28.054802 24.169219
  51. L 30.060005 23.988222
  52. L 30.728407 24.054526
  53. L 32.065209 23.87277
  54. L 34.738813 23.974176
  55. L 35.407214 23.772891
  56. L 36.744016 23.849686
  57. L 38.080818 24.065807
  58. L 40.086021 24.120743
  59. L 40.754422 23.867958
  60. L 42.091224 23.831403
  61. L 43.428027 23.821303
  62. L 44.096428 23.688305
  63. L 47.438433 23.757795
  64. L 48.106834 23.779611
  65. L 48.775235 23.951851
  66. L 50.112037 23.946324
  67. L 50.780438 23.812405
  68. L 52.785641 23.908577
  69. L 53.454042 23.740238
  70. L 58.13285 23.984136
  71. L 60.806454 23.643828
  72. L 63.480058 23.903971
  73. L 64.148459 23.983237
  74. L 64.81686 23.884214
  75. L 65.485261 23.618544
  76. L 66.822064 23.614241
  77. L 67.490465 23.817715
  78. L 68.827267 23.842056
  79. L 70.164069 23.800874
  80. L 72.169272 23.514211
  81. L 74.174475 23.583441
  82. L 74.842876 23.703943
  83. L 78.184881 23.547222
  84. L 80.190085 23.757502
  85. L 80.858486 23.88985
  86. L 82.195288 23.750685
  87. L 82.863689 23.600694
  88. L 84.200491 23.672558
  89. L 84.868892 23.735275
  90. L 86.874095 23.55768
  91. L 88.210897 23.741701
  92. L 88.879298 24.169045
  93. L 90.2161 23.72008
  94. L 90.884502 23.504501
  95. L 96.23171 23.807712
  96. L 98.905314 23.656453
  97. L 99.573715 23.748052
  98. L 102.247319 23.461909
  99. L 105.589325 23.72603
  100. L 107.594528 23.570848
  101. L 108.262929 23.680849
  102. L 112.273335 23.55845
  103. L 112.941736 23.544545
  104. L 113.610137 23.679581
  105. L 116.952143 23.508164
  106. L 118.288945 23.292064
  107. L 119.625747 23.595698
  108. L 120.294148 23.708994
  109. L 122.967752 23.506419
  110. L 124.304554 23.522751
  111. L 125.641356 23.995645
  112. L 126.309757 24.063477
  113. L 126.978159 23.859375
  114. L 127.64656 23.848548
  115. L 128.314961 23.655857
  116. L 128.983362 23.721175
  117. L 130.988565 23.381636
  118. L 133.662169 23.517159
  119. L 134.998971 23.548425
  120. L 136.335773 23.343878
  121. L 137.004174 23.369877
  122. L 137.672575 23.244347
  123. L 138.340976 23.984635
  124. L 139.009378 23.897566
  125. L 139.677779 23.410442
  126. L 140.34618 23.624255
  127. L 141.014581 23.332152
  128. L 141.682982 23.400623
  129. L 142.351383 23.331296
  130. L 143.019784 23.424097
  131. L 143.688185 23.347585
  132. L 144.356586 23.395974
  133. L 145.024987 23.284001
  134. L 145.693388 23.456664
  135. L 146.361789 23.398402
  136. L 147.03019 23.543613
  137. L 147.698591 23.470905
  138. L 148.366992 23.667746
  139. L 149.035393 23.417291
  140. L 150.372195 23.294232
  141. L 152.377399 23.708972
  142. L 153.0458 23.655294
  143. L 153.714201 23.754782
  144. L 154.382602 23.636198
  145. L 157.056206 23.728956
  146. L 159.061409 23.467556
  147. L 162.403414 23.614014
  148. L 164.408618 23.308711
  149. L 166.413821 23.478643
  150. L 167.082222 23.373974
  151. L 167.750623 23.459764
  152. L 168.419024 23.37871
  153. L 169.087425 23.49582
  154. L 169.755826 23.346295
  155. L 171.761029 23.501358
  156. L 173.097831 23.447994
  157. L 173.766232 23.428454
  158. L 176.439837 23.809175
  159. L 177.108238 23.656172
  160. L 177.776639 23.730712
  161. L 179.781842 23.661926
  162. L 180.450243 23.745939
  163. L 183.123847 23.686343
  164. L 183.792248 23.762704
  165. L 187.134254 23.43785
  166. L 188.471056 23.803334
  167. L 189.139457 23.794653
  168. L 190.476259 23.612074
  169. L 192.481462 23.679743
  170. L 193.818264 23.897935
  171. L 195.155066 23.548729
  172. L 195.823467 23.413368
  173. L 197.160269 23.497326
  174. L 197.82867 23.576429
  175. L 198.497071 23.451495
  176. L 199.165473 23.518514
  177. L 199.833874 23.397188
  178. L 201.839077 23.691459
  179. L 206.517884 23.382633
  180. L 207.854686 23.508305
  181. L 209.191488 23.528766
  182. L 209.859889 23.41417
  183. L 217.212301 23.634323
  184. L 218.549103 23.400439
  185. L 219.217504 23.173253
  186. L 223.227911 23.624743
  187. L 224.564713 23.752094
  188. L 225.901515 23.79966
  189. L 227.906718 23.334265
  190. L 229.911921 23.415384
  191. L 231.248723 23.365369
  192. L 231.917124 23.394251
  193. L 232.585525 23.593618
  194. L 233.253926 23.634172
  195. L 233.922327 23.790741
  196. L 236.595932 23.561159
  197. L 237.932734 23.454128
  198. L 240.606338 23.523076
  199. L 243.279942 23.265198
  200. L 244.616744 23.297006
  201. L 245.285145 23.360395
  202. L 247.290349 23.240879
  203. L 249.295552 23.541836
  204. L 250.632354 23.329497
  205. L 253.305958 23.343607
  206. L 254.64276 23.271039
  207. L 255.979562 23.467751
  208. L 257.316364 23.611272
  209. L 263.331974 23.501401
  210. L 264.668776 23.207889
  211. L 265.337177 23.259118
  212. L 266.005578 23.194397
  213. L 266.673979 23.359636
  214. L 267.34238 23.36499
  215. L 268.010781 23.559469
  216. L 268.679182 23.566881
  217. L 269.347583 23.720091
  218. L 270.015984 23.600727
  219. L 270.684385 23.8302
  220. L 272.689589 23.434718
  221. L 273.35799 23.498638
  222. L 274.026391 23.437102
  223. L 274.694792 23.503861
  224. L 275.363193 23.34649
  225. L 276.031594 23.401729
  226. L 276.699995 23.324024
  227. L 278.036797 23.699825
  228. L 278.705198 23.208171
  229. L 279.373599 23.456166
  230. L 280.042 23.482436
  231. L 280.710401 23.719203
  232. L 281.378802 23.626488
  233. L 282.047203 23.70041
  234. L 282.715604 23.568886
  235. L 283.384006 23.56298
  236. L 284.052407 23.416804
  237. L 286.726011 23.54655
  238. L 287.394412 23.401848
  239. L 289.399615 23.627474
  240. L 292.74162 23.548143
  241. L 294.078422 23.689421
  242. L 296.752027 23.795293
  243. L 298.75723 23.634778
  244. L 300.762433 23.745418
  245. L 302.099235 23.6128
  246. L 302.767636 23.66094
  247. L 303.436037 23.48055
  248. L 304.104438 23.475651
  249. L 304.772839 23.357284
  250. L 306.778042 23.721262
  251. L 308.114845 23.758684
  252. L 310.788449 23.511296
  253. L 311.45685 23.098084
  254. L 313.462053 23.447452
  255. L 315.467256 23.327449
  256. L 316.135657 23.475305
  257. L 318.14086 23.34067
  258. L 322.151267 23.654373
  259. L 323.488069 23.666207
  260. L 324.15647 23.475825
  261. L 324.824871 23.511621
  262. L 325.493272 23.411764
  263. L 326.830074 23.549346
  264. L 327.498475 23.670846
  265. L 328.166876 23.628417
  266. L 330.172079 23.787869
  267. L 332.845684 23.720384
  268. L 333.514085 23.845037
  269. L 334.182486 23.736922
  270. L 335.519288 23.754338
  271. L 336.187689 23.775319
  272. L 336.85609 23.597974
  273. L 338.192892 23.590464
  274. L 338.861293 23.781496
  275. L 340.198095 23.772263
  276. L 342.203298 23.444342
  277. L 342.871699 23.824413
  278. L 343.540101 23.831815
  279. L 344.208502 23.523206
  280. L 344.876903 23.635364
  281. L 346.213705 23.404612
  282. L 348.218908 23.466082
  283. L 348.887309 23.302945
  284. L 349.55571 23.287567
  285. L 350.892512 23.458452
  286. L 359.581726 23.71917
  287. L 360.250127 23.809501
  288. L 362.25533 23.525385
  289. L 362.923731 23.602407
  290. L 366.265736 23.467762
  291. L 369.607742 23.802239
  292. L 371.612945 23.537729
  293. L 372.281346 23.350229
  294. L 372.281346 23.350229
  295. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  296. </g>
  297. <g id="text_1">
  298. <g id="patch_3">
  299. <path d="M 18.697188 25.935276
  300. L 29.974688 25.935276
  301. Q 32.374688 25.935276 32.374688 23.535276
  302. L 32.374688 15.792776
  303. Q 32.374688 13.392776 29.974688 13.392776
  304. L 18.697188 13.392776
  305. Q 16.297188 13.392776 16.297188 15.792776
  306. L 16.297188 23.535276
  307. Q 16.297188 25.935276 18.697188 25.935276
  308. z
  309. " style="fill:#ffffff;opacity:0.8;"/>
  310. </g>
  311. <!-- GS -->
  312. <defs>
  313. <path d="M 59.515625 10.40625
  314. L 59.515625 29.984375
  315. L 43.40625 29.984375
  316. L 43.40625 38.09375
  317. L 69.28125 38.09375
  318. L 69.28125 6.78125
  319. Q 63.578125 2.734375 56.6875 0.65625
  320. Q 49.8125 -1.421875 42 -1.421875
  321. Q 24.90625 -1.421875 15.25 8.5625
  322. Q 5.609375 18.5625 5.609375 36.375
  323. Q 5.609375 54.25 15.25 64.234375
  324. Q 24.90625 74.21875 42 74.21875
  325. Q 49.125 74.21875 55.546875 72.453125
  326. Q 61.96875 70.703125 67.390625 67.28125
  327. L 67.390625 56.78125
  328. Q 61.921875 61.421875 55.765625 63.765625
  329. Q 49.609375 66.109375 42.828125 66.109375
  330. Q 29.4375 66.109375 22.71875 58.640625
  331. Q 16.015625 51.171875 16.015625 36.375
  332. Q 16.015625 21.625 22.71875 14.15625
  333. Q 29.4375 6.6875 42.828125 6.6875
  334. Q 48.046875 6.6875 52.140625 7.59375
  335. Q 56.25 8.5 59.515625 10.40625
  336. z
  337. " id="DejaVuSans-47"/>
  338. <path d="M 53.515625 70.515625
  339. L 53.515625 60.890625
  340. Q 47.90625 63.578125 42.921875 64.890625
  341. Q 37.9375 66.21875 33.296875 66.21875
  342. Q 25.25 66.21875 20.875 63.09375
  343. Q 16.5 59.96875 16.5 54.203125
  344. Q 16.5 49.359375 19.40625 46.890625
  345. Q 22.3125 44.4375 30.421875 42.921875
  346. L 36.375 41.703125
  347. Q 47.40625 39.59375 52.65625 34.296875
  348. Q 57.90625 29 57.90625 20.125
  349. Q 57.90625 9.515625 50.796875 4.046875
  350. Q 43.703125 -1.421875 29.984375 -1.421875
  351. Q 24.8125 -1.421875 18.96875 -0.25
  352. Q 13.140625 0.921875 6.890625 3.21875
  353. L 6.890625 13.375
  354. Q 12.890625 10.015625 18.65625 8.296875
  355. Q 24.421875 6.59375 29.984375 6.59375
  356. Q 38.421875 6.59375 43.015625 9.90625
  357. Q 47.609375 13.234375 47.609375 19.390625
  358. Q 47.609375 24.75 44.3125 27.78125
  359. Q 41.015625 30.8125 33.5 32.328125
  360. L 27.484375 33.5
  361. Q 16.453125 35.6875 11.515625 40.375
  362. Q 6.59375 45.0625 6.59375 53.421875
  363. Q 6.59375 63.09375 13.40625 68.65625
  364. Q 20.21875 74.21875 32.171875 74.21875
  365. Q 37.3125 74.21875 42.625 73.28125
  366. Q 47.953125 72.359375 53.515625 70.515625
  367. z
  368. " id="DejaVuSans-53"/>
  369. </defs>
  370. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  371. <use xlink:href="#DejaVuSans-47"/>
  372. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  373. </g>
  374. </g>
  375. <g id="text_2">
  376. <g id="patch_4">
  377. <path d="M 280.129663 22.799651
  378. L 365.209663 22.799651
  379. Q 366.409663 22.799651 366.409663 21.599651
  380. L 366.409663 17.728401
  381. Q 366.409663 16.528401 365.209663 16.528401
  382. L 280.129663 16.528401
  383. Q 278.929663 16.528401 278.929663 17.728401
  384. L 278.929663 21.599651
  385. Q 278.929663 22.799651 280.129663 22.799651
  386. z
  387. " style="fill:#ffffff;opacity:0.8;"/>
  388. </g>
  389. <!-- max: 625.027 $\bullet$ mean: 622.128 $\bullet$ $\sigma$: 1.099 -->
  390. <defs>
  391. <path d="M 52 44.1875
  392. Q 55.375 50.25 60.0625 53.125
  393. Q 64.75 56 71.09375 56
  394. Q 79.640625 56 84.28125 50.015625
  395. Q 88.921875 44.046875 88.921875 33.015625
  396. L 88.921875 0
  397. L 79.890625 0
  398. L 79.890625 32.71875
  399. Q 79.890625 40.578125 77.09375 44.375
  400. Q 74.3125 48.1875 68.609375 48.1875
  401. Q 61.625 48.1875 57.5625 43.546875
  402. Q 53.515625 38.921875 53.515625 30.90625
  403. L 53.515625 0
  404. L 44.484375 0
  405. L 44.484375 32.71875
  406. Q 44.484375 40.625 41.703125 44.40625
  407. Q 38.921875 48.1875 33.109375 48.1875
  408. Q 26.21875 48.1875 22.15625 43.53125
  409. Q 18.109375 38.875 18.109375 30.90625
  410. L 18.109375 0
  411. L 9.078125 0
  412. L 9.078125 54.6875
  413. L 18.109375 54.6875
  414. L 18.109375 46.1875
  415. Q 21.1875 51.21875 25.484375 53.609375
  416. Q 29.78125 56 35.6875 56
  417. Q 41.65625 56 45.828125 52.96875
  418. Q 50 49.953125 52 44.1875
  419. z
  420. " id="DejaVuSans-6d"/>
  421. <path d="M 34.28125 27.484375
  422. Q 23.390625 27.484375 19.1875 25
  423. Q 14.984375 22.515625 14.984375 16.5
  424. Q 14.984375 11.71875 18.140625 8.90625
  425. Q 21.296875 6.109375 26.703125 6.109375
  426. Q 34.1875 6.109375 38.703125 11.40625
  427. Q 43.21875 16.703125 43.21875 25.484375
  428. L 43.21875 27.484375
  429. z
  430. M 52.203125 31.203125
  431. L 52.203125 0
  432. L 43.21875 0
  433. L 43.21875 8.296875
  434. Q 40.140625 3.328125 35.546875 0.953125
  435. Q 30.953125 -1.421875 24.3125 -1.421875
  436. Q 15.921875 -1.421875 10.953125 3.296875
  437. Q 6 8.015625 6 15.921875
  438. Q 6 25.140625 12.171875 29.828125
  439. Q 18.359375 34.515625 30.609375 34.515625
  440. L 43.21875 34.515625
  441. L 43.21875 35.40625
  442. Q 43.21875 41.609375 39.140625 45
  443. Q 35.0625 48.390625 27.6875 48.390625
  444. Q 23 48.390625 18.546875 47.265625
  445. Q 14.109375 46.140625 10.015625 43.890625
  446. L 10.015625 52.203125
  447. Q 14.9375 54.109375 19.578125 55.046875
  448. Q 24.21875 56 28.609375 56
  449. Q 40.484375 56 46.34375 49.84375
  450. Q 52.203125 43.703125 52.203125 31.203125
  451. z
  452. " id="DejaVuSans-61"/>
  453. <path d="M 54.890625 54.6875
  454. L 35.109375 28.078125
  455. L 55.90625 0
  456. L 45.3125 0
  457. L 29.390625 21.484375
  458. L 13.484375 0
  459. L 2.875 0
  460. L 24.125 28.609375
  461. L 4.6875 54.6875
  462. L 15.28125 54.6875
  463. L 29.78125 35.203125
  464. L 44.28125 54.6875
  465. z
  466. " id="DejaVuSans-78"/>
  467. <path d="M 11.71875 12.40625
  468. L 22.015625 12.40625
  469. L 22.015625 0
  470. L 11.71875 0
  471. z
  472. M 11.71875 51.703125
  473. L 22.015625 51.703125
  474. L 22.015625 39.3125
  475. L 11.71875 39.3125
  476. z
  477. " id="DejaVuSans-3a"/>
  478. <path id="DejaVuSans-20"/>
  479. <path d="M 33.015625 40.375
  480. Q 26.375 40.375 22.484375 35.828125
  481. Q 18.609375 31.296875 18.609375 23.390625
  482. Q 18.609375 15.53125 22.484375 10.953125
  483. Q 26.375 6.390625 33.015625 6.390625
  484. Q 39.65625 6.390625 43.53125 10.953125
  485. Q 47.40625 15.53125 47.40625 23.390625
  486. Q 47.40625 31.296875 43.53125 35.828125
  487. Q 39.65625 40.375 33.015625 40.375
  488. z
  489. M 52.59375 71.296875
  490. L 52.59375 62.3125
  491. Q 48.875 64.0625 45.09375 64.984375
  492. Q 41.3125 65.921875 37.59375 65.921875
  493. Q 27.828125 65.921875 22.671875 59.328125
  494. Q 17.53125 52.734375 16.796875 39.40625
  495. Q 19.671875 43.65625 24.015625 45.921875
  496. Q 28.375 48.1875 33.59375 48.1875
  497. Q 44.578125 48.1875 50.953125 41.515625
  498. Q 57.328125 34.859375 57.328125 23.390625
  499. Q 57.328125 12.15625 50.6875 5.359375
  500. Q 44.046875 -1.421875 33.015625 -1.421875
  501. Q 20.359375 -1.421875 13.671875 8.265625
  502. Q 6.984375 17.96875 6.984375 36.375
  503. Q 6.984375 53.65625 15.1875 63.9375
  504. Q 23.390625 74.21875 37.203125 74.21875
  505. Q 40.921875 74.21875 44.703125 73.484375
  506. Q 48.484375 72.75 52.59375 71.296875
  507. z
  508. " id="DejaVuSans-36"/>
  509. <path d="M 19.1875 8.296875
  510. L 53.609375 8.296875
  511. L 53.609375 0
  512. L 7.328125 0
  513. L 7.328125 8.296875
  514. Q 12.9375 14.109375 22.625 23.890625
  515. Q 32.328125 33.6875 34.8125 36.53125
  516. Q 39.546875 41.84375 41.421875 45.53125
  517. Q 43.3125 49.21875 43.3125 52.78125
  518. Q 43.3125 58.59375 39.234375 62.25
  519. Q 35.15625 65.921875 28.609375 65.921875
  520. Q 23.96875 65.921875 18.8125 64.3125
  521. Q 13.671875 62.703125 7.8125 59.421875
  522. L 7.8125 69.390625
  523. Q 13.765625 71.78125 18.9375 73
  524. Q 24.125 74.21875 28.421875 74.21875
  525. Q 39.75 74.21875 46.484375 68.546875
  526. Q 53.21875 62.890625 53.21875 53.421875
  527. Q 53.21875 48.921875 51.53125 44.890625
  528. Q 49.859375 40.875 45.40625 35.40625
  529. Q 44.1875 33.984375 37.640625 27.21875
  530. Q 31.109375 20.453125 19.1875 8.296875
  531. z
  532. " id="DejaVuSans-32"/>
  533. <path d="M 10.796875 72.90625
  534. L 49.515625 72.90625
  535. L 49.515625 64.59375
  536. L 19.828125 64.59375
  537. L 19.828125 46.734375
  538. Q 21.96875 47.46875 24.109375 47.828125
  539. Q 26.265625 48.1875 28.421875 48.1875
  540. Q 40.625 48.1875 47.75 41.5
  541. Q 54.890625 34.8125 54.890625 23.390625
  542. Q 54.890625 11.625 47.5625 5.09375
  543. Q 40.234375 -1.421875 26.90625 -1.421875
  544. Q 22.3125 -1.421875 17.546875 -0.640625
  545. Q 12.796875 0.140625 7.71875 1.703125
  546. L 7.71875 11.625
  547. Q 12.109375 9.234375 16.796875 8.0625
  548. Q 21.484375 6.890625 26.703125 6.890625
  549. Q 35.15625 6.890625 40.078125 11.328125
  550. Q 45.015625 15.765625 45.015625 23.390625
  551. Q 45.015625 31 40.078125 35.4375
  552. Q 35.15625 39.890625 26.703125 39.890625
  553. Q 22.75 39.890625 18.8125 39.015625
  554. Q 14.890625 38.140625 10.796875 36.28125
  555. z
  556. " id="DejaVuSans-35"/>
  557. <path d="M 10.6875 12.40625
  558. L 21 12.40625
  559. L 21 0
  560. L 10.6875 0
  561. z
  562. " id="DejaVuSans-2e"/>
  563. <path d="M 31.78125 66.40625
  564. Q 24.171875 66.40625 20.328125 58.90625
  565. Q 16.5 51.421875 16.5 36.375
  566. Q 16.5 21.390625 20.328125 13.890625
  567. Q 24.171875 6.390625 31.78125 6.390625
  568. Q 39.453125 6.390625 43.28125 13.890625
  569. Q 47.125 21.390625 47.125 36.375
  570. Q 47.125 51.421875 43.28125 58.90625
  571. Q 39.453125 66.40625 31.78125 66.40625
  572. z
  573. M 31.78125 74.21875
  574. Q 44.046875 74.21875 50.515625 64.515625
  575. Q 56.984375 54.828125 56.984375 36.375
  576. Q 56.984375 17.96875 50.515625 8.265625
  577. Q 44.046875 -1.421875 31.78125 -1.421875
  578. Q 19.53125 -1.421875 13.0625 8.265625
  579. Q 6.59375 17.96875 6.59375 36.375
  580. Q 6.59375 54.828125 13.0625 64.515625
  581. Q 19.53125 74.21875 31.78125 74.21875
  582. z
  583. " id="DejaVuSans-30"/>
  584. <path d="M 8.203125 72.90625
  585. L 55.078125 72.90625
  586. L 55.078125 68.703125
  587. L 28.609375 0
  588. L 18.3125 0
  589. L 43.21875 64.59375
  590. L 8.203125 64.59375
  591. z
  592. " id="DejaVuSans-37"/>
  593. <path d="M 16.734375 31.203125
  594. Q 16.734375 37.265625 20.953125 41.4375
  595. Q 25.1875 45.609375 31.34375 45.609375
  596. Q 37.390625 45.609375 41.5625 41.4375
  597. Q 45.75 37.265625 45.75 31.203125
  598. Q 45.75 25.109375 41.546875 20.90625
  599. Q 37.34375 16.703125 31.25 16.703125
  600. Q 25.140625 16.703125 20.9375 20.90625
  601. Q 16.734375 25.109375 16.734375 31.203125
  602. z
  603. " id="DejaVuSans-2219"/>
  604. <path d="M 56.203125 29.59375
  605. L 56.203125 25.203125
  606. L 14.890625 25.203125
  607. Q 15.484375 15.921875 20.484375 11.0625
  608. Q 25.484375 6.203125 34.421875 6.203125
  609. Q 39.59375 6.203125 44.453125 7.46875
  610. Q 49.3125 8.734375 54.109375 11.28125
  611. L 54.109375 2.78125
  612. Q 49.265625 0.734375 44.1875 -0.34375
  613. Q 39.109375 -1.421875 33.890625 -1.421875
  614. Q 20.796875 -1.421875 13.15625 6.1875
  615. Q 5.515625 13.8125 5.515625 26.8125
  616. Q 5.515625 40.234375 12.765625 48.109375
  617. Q 20.015625 56 32.328125 56
  618. Q 43.359375 56 49.78125 48.890625
  619. Q 56.203125 41.796875 56.203125 29.59375
  620. z
  621. M 47.21875 32.234375
  622. Q 47.125 39.59375 43.09375 43.984375
  623. Q 39.0625 48.390625 32.421875 48.390625
  624. Q 24.90625 48.390625 20.390625 44.140625
  625. Q 15.875 39.890625 15.1875 32.171875
  626. z
  627. " id="DejaVuSans-65"/>
  628. <path d="M 54.890625 33.015625
  629. L 54.890625 0
  630. L 45.90625 0
  631. L 45.90625 32.71875
  632. Q 45.90625 40.484375 42.875 44.328125
  633. Q 39.84375 48.1875 33.796875 48.1875
  634. Q 26.515625 48.1875 22.3125 43.546875
  635. Q 18.109375 38.921875 18.109375 30.90625
  636. L 18.109375 0
  637. L 9.078125 0
  638. L 9.078125 54.6875
  639. L 18.109375 54.6875
  640. L 18.109375 46.1875
  641. Q 21.34375 51.125 25.703125 53.5625
  642. Q 30.078125 56 35.796875 56
  643. Q 45.21875 56 50.046875 50.171875
  644. Q 54.890625 44.34375 54.890625 33.015625
  645. z
  646. " id="DejaVuSans-6e"/>
  647. <path d="M 12.40625 8.296875
  648. L 28.515625 8.296875
  649. L 28.515625 63.921875
  650. L 10.984375 60.40625
  651. L 10.984375 69.390625
  652. L 28.421875 72.90625
  653. L 38.28125 72.90625
  654. L 38.28125 8.296875
  655. L 54.390625 8.296875
  656. L 54.390625 0
  657. L 12.40625 0
  658. z
  659. " id="DejaVuSans-31"/>
  660. <path d="M 31.78125 34.625
  661. Q 24.75 34.625 20.71875 30.859375
  662. Q 16.703125 27.09375 16.703125 20.515625
  663. Q 16.703125 13.921875 20.71875 10.15625
  664. Q 24.75 6.390625 31.78125 6.390625
  665. Q 38.8125 6.390625 42.859375 10.171875
  666. Q 46.921875 13.96875 46.921875 20.515625
  667. Q 46.921875 27.09375 42.890625 30.859375
  668. Q 38.875 34.625 31.78125 34.625
  669. z
  670. M 21.921875 38.8125
  671. Q 15.578125 40.375 12.03125 44.71875
  672. Q 8.5 49.078125 8.5 55.328125
  673. Q 8.5 64.0625 14.71875 69.140625
  674. Q 20.953125 74.21875 31.78125 74.21875
  675. Q 42.671875 74.21875 48.875 69.140625
  676. Q 55.078125 64.0625 55.078125 55.328125
  677. Q 55.078125 49.078125 51.53125 44.71875
  678. Q 48 40.375 41.703125 38.8125
  679. Q 48.828125 37.15625 52.796875 32.3125
  680. Q 56.78125 27.484375 56.78125 20.515625
  681. Q 56.78125 9.90625 50.3125 4.234375
  682. Q 43.84375 -1.421875 31.78125 -1.421875
  683. Q 19.734375 -1.421875 13.25 4.234375
  684. Q 6.78125 9.90625 6.78125 20.515625
  685. Q 6.78125 27.484375 10.78125 32.3125
  686. Q 14.796875 37.15625 21.921875 38.8125
  687. z
  688. M 18.3125 54.390625
  689. Q 18.3125 48.734375 21.84375 45.5625
  690. Q 25.390625 42.390625 31.78125 42.390625
  691. Q 38.140625 42.390625 41.71875 45.5625
  692. Q 45.3125 48.734375 45.3125 54.390625
  693. Q 45.3125 60.0625 41.71875 63.234375
  694. Q 38.140625 66.40625 31.78125 66.40625
  695. Q 25.390625 66.40625 21.84375 63.234375
  696. Q 18.3125 60.0625 18.3125 54.390625
  697. z
  698. " id="DejaVuSans-38"/>
  699. <path d="M 34.671875 47.5625
  700. Q 27.25 47.5625 22.21875 42.1875
  701. Q 16.890625 36.578125 15.140625 27.296875
  702. Q 13.1875 17.484375 16.3125 11.8125
  703. Q 19.390625 6.203125 26.65625 6.203125
  704. Q 33.84375 6.203125 39.109375 11.859375
  705. Q 44.4375 17.53125 46.34375 27.296875
  706. Q 48.046875 36.234375 45.015625 42.1875
  707. Q 42.1875 47.5625 34.671875 47.5625
  708. z
  709. M 36.078125 54.734375
  710. L 65.921875 54.6875
  711. L 64.15625 45.703125
  712. L 54.109375 45.703125
  713. Q 57.90625 38.09375 55.859375 27.296875
  714. Q 53.21875 13.875 45.0625 6.25
  715. Q 36.859375 -1.421875 25.140625 -1.421875
  716. Q 13.375 -1.421875 8.203125 6.25
  717. Q 3.03125 13.875 5.671875 27.296875
  718. Q 8.25 40.765625 16.40625 48.390625
  719. Q 23.1875 54.734375 36.078125 54.734375
  720. z
  721. " id="DejaVuSans-Oblique-3c3"/>
  722. <path d="M 10.984375 1.515625
  723. L 10.984375 10.5
  724. Q 14.703125 8.734375 18.5 7.8125
  725. Q 22.3125 6.890625 25.984375 6.890625
  726. Q 35.75 6.890625 40.890625 13.453125
  727. Q 46.046875 20.015625 46.78125 33.40625
  728. Q 43.953125 29.203125 39.59375 26.953125
  729. Q 35.25 24.703125 29.984375 24.703125
  730. Q 19.046875 24.703125 12.671875 31.3125
  731. Q 6.296875 37.9375 6.296875 49.421875
  732. Q 6.296875 60.640625 12.9375 67.421875
  733. Q 19.578125 74.21875 30.609375 74.21875
  734. Q 43.265625 74.21875 49.921875 64.515625
  735. Q 56.59375 54.828125 56.59375 36.375
  736. Q 56.59375 19.140625 48.40625 8.859375
  737. Q 40.234375 -1.421875 26.421875 -1.421875
  738. Q 22.703125 -1.421875 18.890625 -0.6875
  739. Q 15.09375 0.046875 10.984375 1.515625
  740. z
  741. M 30.609375 32.421875
  742. Q 37.25 32.421875 41.125 36.953125
  743. Q 45.015625 41.5 45.015625 49.421875
  744. Q 45.015625 57.28125 41.125 61.84375
  745. Q 37.25 66.40625 30.609375 66.40625
  746. Q 23.96875 66.40625 20.09375 61.84375
  747. Q 16.21875 57.28125 16.21875 49.421875
  748. Q 16.21875 41.5 20.09375 36.953125
  749. Q 23.96875 32.421875 30.609375 32.421875
  750. z
  751. " id="DejaVuSans-39"/>
  752. </defs>
  753. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  754. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  755. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  756. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  757. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  758. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  759. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  760. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
  761. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-35"/>
  762. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  763. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
  764. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-32"/>
  765. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-37"/>
  766. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  767. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  768. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  769. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  770. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  771. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  772. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  773. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  774. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  775. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  776. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-32"/>
  777. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
  778. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  779. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-31"/>
  780. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-32"/>
  781. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-38"/>
  782. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  783. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  784. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  785. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  786. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  787. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  788. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  789. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  790. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
  791. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-39"/>
  792. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-39"/>
  793. </g>
  794. </g>
  795. <g id="text_3">
  796. <!-- 623.74 -->
  797. <defs>
  798. <path d="M 40.578125 39.3125
  799. Q 47.65625 37.796875 51.625 33
  800. Q 55.609375 28.21875 55.609375 21.1875
  801. Q 55.609375 10.40625 48.1875 4.484375
  802. Q 40.765625 -1.421875 27.09375 -1.421875
  803. Q 22.515625 -1.421875 17.65625 -0.515625
  804. Q 12.796875 0.390625 7.625 2.203125
  805. L 7.625 11.71875
  806. Q 11.71875 9.328125 16.59375 8.109375
  807. Q 21.484375 6.890625 26.8125 6.890625
  808. Q 36.078125 6.890625 40.9375 10.546875
  809. Q 45.796875 14.203125 45.796875 21.1875
  810. Q 45.796875 27.640625 41.28125 31.265625
  811. Q 36.765625 34.90625 28.71875 34.90625
  812. L 20.21875 34.90625
  813. L 20.21875 43.015625
  814. L 29.109375 43.015625
  815. Q 36.375 43.015625 40.234375 45.921875
  816. Q 44.09375 48.828125 44.09375 54.296875
  817. Q 44.09375 59.90625 40.109375 62.90625
  818. Q 36.140625 65.921875 28.71875 65.921875
  819. Q 24.65625 65.921875 20.015625 65.03125
  820. Q 15.375 64.15625 9.8125 62.3125
  821. L 9.8125 71.09375
  822. Q 15.4375 72.65625 20.34375 73.4375
  823. Q 25.25 74.21875 29.59375 74.21875
  824. Q 40.828125 74.21875 47.359375 69.109375
  825. Q 53.90625 64.015625 53.90625 55.328125
  826. Q 53.90625 49.265625 50.4375 45.09375
  827. Q 46.96875 40.921875 40.578125 39.3125
  828. z
  829. " id="DejaVuSans-33"/>
  830. <path d="M 37.796875 64.3125
  831. L 12.890625 25.390625
  832. L 37.796875 25.390625
  833. z
  834. M 35.203125 72.90625
  835. L 47.609375 72.90625
  836. L 47.609375 25.390625
  837. L 58.015625 25.390625
  838. L 58.015625 17.1875
  839. L 47.609375 17.1875
  840. L 47.609375 0
  841. L 37.796875 0
  842. L 37.796875 17.1875
  843. L 4.890625 17.1875
  844. L 4.890625 26.703125
  845. z
  846. " id="DejaVuSans-34"/>
  847. </defs>
  848. <g style="fill:#d3d3d3;" transform="translate(7.2 24.1542)scale(0.03 -0.03)">
  849. <use xlink:href="#DejaVuSans-36"/>
  850. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  851. <use x="127.246094" xlink:href="#DejaVuSans-33"/>
  852. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  853. <use x="222.65625" xlink:href="#DejaVuSans-37"/>
  854. <use x="286.279297" xlink:href="#DejaVuSans-34"/>
  855. </g>
  856. </g>
  857. </g>
  858. <g id="axes_2">
  859. <g id="patch_5">
  860. <path d="M 18.697188 65.2224
  861. L 372.281346 65.2224
  862. L 372.281346 39.675648
  863. L 18.697188 39.675648
  864. z
  865. " style="fill:#ffffff;"/>
  866. </g>
  867. <g id="matplotlib.axis_3">
  868. <g id="xtick_6"/>
  869. <g id="xtick_7"/>
  870. <g id="xtick_8"/>
  871. <g id="xtick_9"/>
  872. <g id="xtick_10"/>
  873. </g>
  874. <g id="matplotlib.axis_4"/>
  875. <g id="line2d_3">
  876. <path clip-path="url(#pb6aef1edc6)" d="M 18.697188 50.90754
  877. L 372.281346 50.90754
  878. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  879. </g>
  880. <g id="line2d_4">
  881. <path clip-path="url(#pb6aef1edc6)" d="M 18.697188 50.33712
  882. L 20.03399 52.251165
  883. L 20.702391 52.249856
  884. L 21.370792 52.44976
  885. L 22.707594 51.990838
  886. L 24.712797 52.360125
  887. L 25.381198 52.221082
  888. L 27.386401 52.270097
  889. L 28.054802 52.0831
  890. L 28.723203 52.313903
  891. L 29.391604 52.06025
  892. L 30.060005 52.283435
  893. L 30.728407 52.20247
  894. L 31.396808 51.934444
  895. L 32.065209 52.049823
  896. L 34.738813 51.829942
  897. L 35.407214 51.68503
  898. L 36.075615 51.751485
  899. L 36.744016 51.646022
  900. L 39.41762 51.893147
  901. L 40.086021 52.011601
  902. L 40.754422 51.82032
  903. L 41.422823 52.035651
  904. L 42.091224 51.771498
  905. L 42.759626 52.069231
  906. L 43.428027 51.755358
  907. L 44.096428 51.838044
  908. L 46.770032 51.418927
  909. L 47.438433 51.646379
  910. L 48.106834 51.630165
  911. L 48.775235 51.465653
  912. L 49.443636 51.737304
  913. L 50.112037 51.593198
  914. L 50.780438 51.809994
  915. L 52.11724 51.843143
  916. L 52.785641 51.719169
  917. L 53.454042 51.367504
  918. L 54.122443 51.522807
  919. L 54.790845 51.345826
  920. L 55.459246 51.610199
  921. L 56.127647 51.354276
  922. L 56.796048 51.603443
  923. L 57.464449 51.462651
  924. L 58.13285 51.849826
  925. L 58.801251 51.512123
  926. L 59.469652 51.675033
  927. L 60.138053 51.188647
  928. L 60.806454 51.325978
  929. L 61.474855 51.210499
  930. L 62.143256 51.523301
  931. L 62.811657 51.505944
  932. L 63.480058 51.615719
  933. L 64.148459 51.492157
  934. L 64.81686 51.642378
  935. L 65.485261 51.95085
  936. L 66.153662 51.640318
  937. L 68.827267 51.438976
  938. L 70.164069 51.570467
  939. L 70.83247 51.416474
  940. L 71.500871 51.656019
  941. L 72.169272 51.268184
  942. L 72.837673 51.592576
  943. L 73.506074 51.309014
  944. L 74.174475 51.4867
  945. L 74.842876 51.365893
  946. L 76.179678 51.551141
  947. L 77.51648 51.413507
  948. L 78.184881 51.12124
  949. L 78.853283 51.454375
  950. L 79.521684 51.256722
  951. L 80.190085 51.546811
  952. L 80.858486 51.271882
  953. L 81.526887 51.471128
  954. L 82.195288 51.334547
  955. L 85.537293 51.322646
  956. L 86.874095 51.238073
  957. L 87.542496 51.279517
  958. L 88.210897 51.074971
  959. L 88.879298 51.680856
  960. L 89.547699 51.49493
  961. L 90.884502 51.418478
  962. L 91.552903 51.413919
  963. L 92.221304 51.231354
  964. L 94.226507 51.334263
  965. L 94.894908 51.483935
  966. L 96.23171 51.436413
  967. L 96.900111 51.705308
  968. L 97.568512 51.326866
  969. L 98.236913 51.435415
  970. L 98.905314 51.245974
  971. L 99.573715 51.703541
  972. L 100.242116 51.366067
  973. L 100.910517 51.424347
  974. L 101.578918 51.219755
  975. L 102.247319 51.26801
  976. L 102.915721 51.184911
  977. L 103.584122 51.527988
  978. L 104.252523 51.353827
  979. L 104.920924 51.532621
  980. L 105.589325 51.162656
  981. L 108.262929 51.461488
  982. L 108.93133 51.124572
  983. L 110.268132 51.172855
  984. L 111.604934 51.073946
  985. L 112.273335 51.137746
  986. L 112.941736 51.033124
  987. L 114.94694 51.24981
  988. L 115.615341 51.365271
  989. L 116.283742 51.057247
  990. L 117.620544 51.279655
  991. L 118.957346 51.238861
  992. L 120.962549 51.242678
  993. L 121.63095 51.462202
  994. L 122.299351 51.034049
  995. L 122.967752 51.207139
  996. L 123.636153 51.050336
  997. L 124.304554 51.299548
  998. L 124.972955 51.332496
  999. L 126.309757 51.606711
  1000. L 127.64656 51.678402
  1001. L 128.983362 51.600614
  1002. L 129.651763 51.221311
  1003. L 130.320164 51.402439
  1004. L 130.988565 51.165933
  1005. L 131.656966 51.340196
  1006. L 132.325367 51.092118
  1007. L 133.662169 51.200612
  1008. L 134.33057 51.186285
  1009. L 134.998971 50.993594
  1010. L 135.667372 51.125991
  1011. L 136.335773 51.481299
  1012. L 137.004174 51.047406
  1013. L 137.672575 50.941741
  1014. L 138.340976 51.669751
  1015. L 139.009378 51.531138
  1016. L 139.677779 51.800601
  1017. L 143.019784 50.962944
  1018. L 143.688185 51.174283
  1019. L 144.356586 51.010109
  1020. L 145.024987 51.095185
  1021. L 145.693388 50.948653
  1022. L 146.361789 51.029133
  1023. L 147.03019 51.225229
  1024. L 147.698591 51.049978
  1025. L 148.366992 51.274134
  1026. L 149.035393 51.012801
  1027. L 149.703794 51.151634
  1028. L 150.372195 51.102573
  1029. L 151.040597 51.265831
  1030. L 151.708998 51.122164
  1031. L 152.377399 51.385997
  1032. L 153.0458 51.287153
  1033. L 153.714201 51.415494
  1034. L 154.382602 51.205199
  1035. L 155.051003 51.232233
  1036. L 155.719404 51.093107
  1037. L 156.387805 51.435369
  1038. L 157.056206 51.277787
  1039. L 157.724607 51.257436
  1040. L 158.393008 51.007042
  1041. L 159.061409 51.354166
  1042. L 159.72981 51.090013
  1043. L 160.398211 51.333787
  1044. L 161.066612 51.056002
  1045. L 161.735013 51.348966
  1046. L 162.403414 51.127318
  1047. L 163.071816 51.181954
  1048. L 163.740217 50.905442
  1049. L 164.408618 51.078267
  1050. L 165.74542 50.965946
  1051. L 169.087425 51.195778
  1052. L 169.755826 50.906907
  1053. L 171.092628 50.967905
  1054. L 171.761029 51.056936
  1055. L 172.42943 50.718171
  1056. L 173.097831 50.90991
  1057. L 173.766232 50.922388
  1058. L 174.434633 51.080098
  1059. L 175.103035 50.921582
  1060. L 175.771436 51.252694
  1061. L 176.439837 51.267213
  1062. L 177.108238 51.106857
  1063. L 178.44504 51.112552
  1064. L 180.450243 51.453285
  1065. L 181.118644 51.35585
  1066. L 181.787045 51.376787
  1067. L 182.455446 51.145106
  1068. L 183.123847 51.398448
  1069. L 183.792248 51.268678
  1070. L 184.460649 51.258553
  1071. L 185.797451 50.985666
  1072. L 187.802655 51.096458
  1073. L 189.139457 51.440029
  1074. L 189.807858 51.199129
  1075. L 190.476259 51.309435
  1076. L 191.14466 51.193078
  1077. L 191.813061 51.285239
  1078. L 192.481462 51.227317
  1079. L 193.149863 51.419659
  1080. L 193.818264 51.162043
  1081. L 194.486665 51.377273
  1082. L 195.155066 51.092255
  1083. L 199.833874 50.917929
  1084. L 200.502275 51.093043
  1085. L 201.170676 50.932623
  1086. L 201.839077 51.162812
  1087. L 202.507478 51.109943
  1088. L 203.175879 51.305599
  1089. L 203.84428 51.002593
  1090. L 204.512681 51.257711
  1091. L 205.181082 51.103195
  1092. L 205.849483 51.341587
  1093. L 206.517884 51.12708
  1094. L 207.186285 51.172058
  1095. L 207.854686 51.059957
  1096. L 208.523087 51.211341
  1097. L 209.191488 51.029481
  1098. L 210.52829 51.074239
  1099. L 211.196692 51.248647
  1100. L 211.865093 51.087834
  1101. L 212.533494 51.232169
  1102. L 213.870296 51.147697
  1103. L 215.875499 51.358926
  1104. L 216.5439 51.553439
  1105. L 217.212301 51.328871
  1106. L 217.880702 51.348792
  1107. L 218.549103 50.996432
  1108. L 219.217504 51.073277
  1109. L 220.554306 50.907099
  1110. L 221.891108 51.073168
  1111. L 222.559509 51.220652
  1112. L 223.227911 51.142113
  1113. L 223.896312 51.253032
  1114. L 224.564713 51.057742
  1115. L 225.233114 51.467814
  1116. L 225.901515 51.242889
  1117. L 226.569916 51.481537
  1118. L 227.238317 51.244921
  1119. L 227.906718 51.313793
  1120. L 229.24352 50.902229
  1121. L 229.911921 50.94392
  1122. L 230.580322 50.79086
  1123. L 233.253926 51.062704
  1124. L 233.922327 51.27787
  1125. L 234.590728 51.181716
  1126. L 235.25913 51.207268
  1127. L 235.927531 51.101218
  1128. L 236.595932 51.224323
  1129. L 237.264333 51.128133
  1130. L 237.932734 51.252776
  1131. L 239.269536 51.185287
  1132. L 242.611541 50.980374
  1133. L 243.279942 51.135256
  1134. L 243.948343 50.814077
  1135. L 244.616744 51.18233
  1136. L 245.285145 50.948506
  1137. L 245.953546 51.143248
  1138. L 246.621947 51.031586
  1139. L 248.627151 51.06979
  1140. L 249.295552 51.093821
  1141. L 249.963953 50.901396
  1142. L 250.632354 51.028016
  1143. L 255.311161 50.868209
  1144. L 255.979562 51.13033
  1145. L 256.647963 51.02548
  1146. L 257.316364 51.170236
  1147. L 257.984765 51.022303
  1148. L 258.653166 51.143376
  1149. L 259.321568 51.039734
  1150. L 259.989969 51.261217
  1151. L 261.326771 51.280515
  1152. L 262.663573 51.00837
  1153. L 263.331974 51.130449
  1154. L 264.000375 50.798202
  1155. L 264.668776 50.990765
  1156. L 265.337177 50.76909
  1157. L 266.005578 50.788846
  1158. L 266.673979 50.449797
  1159. L 268.010781 50.809976
  1160. L 268.679182 51.164753
  1161. L 270.015984 50.946904
  1162. L 270.684385 51.189736
  1163. L 271.352787 51.050583
  1164. L 272.021188 51.278318
  1165. L 272.689589 50.996707
  1166. L 273.35799 51.165238
  1167. L 274.026391 50.878161
  1168. L 274.694792 51.105164
  1169. L 275.363193 50.757473
  1170. L 276.031594 50.956691
  1171. L 276.699995 50.855466
  1172. L 277.368396 51.181268
  1173. L 278.036797 51.078532
  1174. L 278.705198 51.194899
  1175. L 279.373599 51.517195
  1176. L 280.042 51.243539
  1177. L 281.378802 51.260704
  1178. L 282.047203 51.455638
  1179. L 282.715604 51.206892
  1180. L 283.384006 51.43731
  1181. L 284.052407 50.914203
  1182. L 284.720808 51.320888
  1183. L 285.389209 51.101905
  1184. L 286.05761 51.225385
  1185. L 286.726011 50.869985
  1186. L 287.394412 51.080903
  1187. L 288.062813 50.855667
  1188. L 289.399615 51.213886
  1189. L 290.068016 51.187429
  1190. L 290.736417 51.014668
  1191. L 292.74162 50.928686
  1192. L 293.410021 51.188235
  1193. L 294.078422 51.026643
  1194. L 294.746823 51.384358
  1195. L 295.415225 51.007665
  1196. L 296.083626 51.131347
  1197. L 296.752027 51.121945
  1198. L 298.088829 51.329594
  1199. L 298.75723 50.988009
  1200. L 299.425631 51.188216
  1201. L 300.094032 51.06458
  1202. L 300.762433 51.464161
  1203. L 301.430834 51.178759
  1204. L 302.099235 51.389449
  1205. L 302.767636 51.138094
  1206. L 304.772839 51.163883
  1207. L 305.44124 50.99797
  1208. L 306.778042 51.127584
  1209. L 308.783246 51.342567
  1210. L 310.120048 51.238723
  1211. L 310.788449 51.603324
  1212. L 311.45685 51.37622
  1213. L 312.125251 51.486426
  1214. L 313.462053 51.336772
  1215. L 314.130454 51.217741
  1216. L 314.798855 51.229825
  1217. L 315.467256 51.118695
  1218. L 316.135657 51.334373
  1219. L 316.804058 50.958998
  1220. L 317.472459 51.372237
  1221. L 318.14086 51.163745
  1222. L 318.809261 51.319085
  1223. L 319.477663 51.102436
  1224. L 320.146064 51.235272
  1225. L 320.814465 50.926507
  1226. L 321.482866 51.165549
  1227. L 322.151267 51.050482
  1228. L 322.819668 51.342713
  1229. L 323.488069 51.202946
  1230. L 324.15647 51.401176
  1231. L 326.830074 50.946538
  1232. L 327.498475 51.111536
  1233. L 328.166876 50.880697
  1234. L 328.835277 51.213575
  1235. L 329.503678 51.120764
  1236. L 330.172079 51.303585
  1237. L 331.508882 51.298907
  1238. L 332.177283 51.340525
  1239. L 332.845684 51.212907
  1240. L 333.514085 51.323699
  1241. L 334.182486 51.221219
  1242. L 334.850887 51.317052
  1243. L 335.519288 50.998217
  1244. L 336.187689 51.132692
  1245. L 336.85609 50.803613
  1246. L 337.524491 51.213914
  1247. L 338.192892 51.019145
  1248. L 338.861293 51.234659
  1249. L 339.529694 51.122247
  1250. L 340.198095 51.325227
  1251. L 340.866496 51.00848
  1252. L 342.203298 51.117321
  1253. L 342.871699 51.448039
  1254. L 344.208502 51.355997
  1255. L 344.876903 51.474488
  1256. L 345.545304 51.147075
  1257. L 346.882106 51.16001
  1258. L 348.218908 50.931442
  1259. L 350.892512 51.025315
  1260. L 352.229314 51.062878
  1261. L 352.897715 50.909699
  1262. L 353.566116 51.04379
  1263. L 354.902918 50.916822
  1264. L 356.239721 51.047781
  1265. L 356.908122 51.437868
  1266. L 357.576523 51.012947
  1267. L 358.244924 51.336369
  1268. L 358.913325 51.011199
  1269. L 359.581726 51.396827
  1270. L 360.250127 51.306872
  1271. L 360.918528 51.486444
  1272. L 361.586929 51.330144
  1273. L 362.25533 51.297552
  1274. L 362.923731 51.388954
  1275. L 363.592132 51.037912
  1276. L 364.260533 51.108698
  1277. L 366.265736 50.848078
  1278. L 366.934137 51.15167
  1279. L 367.602539 51.03425
  1280. L 368.27094 51.377263
  1281. L 368.939341 51.248299
  1282. L 369.607742 51.339207
  1283. L 370.276143 51.154334
  1284. L 370.944544 51.30841
  1285. L 371.612945 51.141087
  1286. L 372.281346 51.135521
  1287. L 372.281346 51.135521
  1288. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1289. </g>
  1290. <g id="text_4">
  1291. <g id="patch_6">
  1292. <path d="M 18.697188 53.610924
  1293. L 45.240938 53.610924
  1294. Q 47.640938 53.610924 47.640938 51.210924
  1295. L 47.640938 43.468424
  1296. Q 47.640938 41.068424 45.240938 41.068424
  1297. L 18.697188 41.068424
  1298. Q 16.297188 41.068424 16.297188 43.468424
  1299. L 16.297188 51.210924
  1300. Q 16.297188 53.610924 18.697188 53.610924
  1301. z
  1302. " style="fill:#ffffff;opacity:0.8;"/>
  1303. </g>
  1304. <!-- GSCSF -->
  1305. <defs>
  1306. <path d="M 64.40625 67.28125
  1307. L 64.40625 56.890625
  1308. Q 59.421875 61.53125 53.78125 63.8125
  1309. Q 48.140625 66.109375 41.796875 66.109375
  1310. Q 29.296875 66.109375 22.65625 58.46875
  1311. Q 16.015625 50.828125 16.015625 36.375
  1312. Q 16.015625 21.96875 22.65625 14.328125
  1313. Q 29.296875 6.6875 41.796875 6.6875
  1314. Q 48.140625 6.6875 53.78125 8.984375
  1315. Q 59.421875 11.28125 64.40625 15.921875
  1316. L 64.40625 5.609375
  1317. Q 59.234375 2.09375 53.4375 0.328125
  1318. Q 47.65625 -1.421875 41.21875 -1.421875
  1319. Q 24.65625 -1.421875 15.125 8.703125
  1320. Q 5.609375 18.84375 5.609375 36.375
  1321. Q 5.609375 53.953125 15.125 64.078125
  1322. Q 24.65625 74.21875 41.21875 74.21875
  1323. Q 47.75 74.21875 53.53125 72.484375
  1324. Q 59.328125 70.75 64.40625 67.28125
  1325. z
  1326. " id="DejaVuSans-43"/>
  1327. <path d="M 9.8125 72.90625
  1328. L 51.703125 72.90625
  1329. L 51.703125 64.59375
  1330. L 19.671875 64.59375
  1331. L 19.671875 43.109375
  1332. L 48.578125 43.109375
  1333. L 48.578125 34.8125
  1334. L 19.671875 34.8125
  1335. L 19.671875 0
  1336. L 9.8125 0
  1337. z
  1338. " id="DejaVuSans-46"/>
  1339. </defs>
  1340. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1341. <use xlink:href="#DejaVuSans-47"/>
  1342. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1343. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1344. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1345. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1346. </g>
  1347. </g>
  1348. <g id="text_5">
  1349. <g id="patch_7">
  1350. <path d="M 280.129663 50.475299
  1351. L 365.209663 50.475299
  1352. Q 366.409663 50.475299 366.409663 49.275299
  1353. L 366.409663 45.404049
  1354. Q 366.409663 44.204049 365.209663 44.204049
  1355. L 280.129663 44.204049
  1356. Q 278.929663 44.204049 278.929663 45.404049
  1357. L 278.929663 49.275299
  1358. Q 278.929663 50.475299 280.129663 50.475299
  1359. z
  1360. " style="fill:#ffffff;opacity:0.8;"/>
  1361. </g>
  1362. <!-- max: 710.800 $\bullet$ mean: 704.594 $\bullet$ $\sigma$: 2.023 -->
  1363. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1364. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1365. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1366. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1367. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1368. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1369. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-37"/>
  1370. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-31"/>
  1371. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-30"/>
  1372. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1373. <use transform="translate(505.974609 0.78125)" xlink:href="#DejaVuSans-38"/>
  1374. <use transform="translate(569.597656 0.78125)" xlink:href="#DejaVuSans-30"/>
  1375. <use transform="translate(633.220703 0.78125)" xlink:href="#DejaVuSans-30"/>
  1376. <use transform="translate(696.84375 0.78125)" xlink:href="#DejaVuSans-20"/>
  1377. <use transform="translate(728.630859 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1378. <use transform="translate(791.228516 0.78125)" xlink:href="#DejaVuSans-20"/>
  1379. <use transform="translate(823.015625 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1380. <use transform="translate(920.427734 0.78125)" xlink:href="#DejaVuSans-65"/>
  1381. <use transform="translate(981.951172 0.78125)" xlink:href="#DejaVuSans-61"/>
  1382. <use transform="translate(1043.230469 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1383. <use transform="translate(1106.609375 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1384. <use transform="translate(1140.300781 0.78125)" xlink:href="#DejaVuSans-20"/>
  1385. <use transform="translate(1172.087891 0.78125)" xlink:href="#DejaVuSans-37"/>
  1386. <use transform="translate(1235.710938 0.78125)" xlink:href="#DejaVuSans-30"/>
  1387. <use transform="translate(1299.333984 0.78125)" xlink:href="#DejaVuSans-34"/>
  1388. <use transform="translate(1362.957031 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1389. <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-35"/>
  1390. <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-39"/>
  1391. <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-34"/>
  1392. <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
  1393. <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1394. <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
  1395. <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1396. <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1397. <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
  1398. <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-32"/>
  1399. <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1400. <use transform="translate(1935.974609 0.78125)" xlink:href="#DejaVuSans-30"/>
  1401. <use transform="translate(1999.597656 0.78125)" xlink:href="#DejaVuSans-32"/>
  1402. <use transform="translate(2063.220703 0.78125)" xlink:href="#DejaVuSans-33"/>
  1403. </g>
  1404. </g>
  1405. <g id="text_6">
  1406. <!-- 707.00 -->
  1407. <g style="fill:#d3d3d3;" transform="translate(7.2 51.735352)scale(0.03 -0.03)">
  1408. <use xlink:href="#DejaVuSans-37"/>
  1409. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  1410. <use x="127.246094" xlink:href="#DejaVuSans-37"/>
  1411. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1412. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  1413. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  1414. </g>
  1415. </g>
  1416. </g>
  1417. <g id="axes_3">
  1418. <g id="patch_8">
  1419. <path d="M 18.697188 92.898048
  1420. L 372.281346 92.898048
  1421. L 372.281346 67.351296
  1422. L 18.697188 67.351296
  1423. z
  1424. " style="fill:#ffffff;"/>
  1425. </g>
  1426. <g id="matplotlib.axis_5">
  1427. <g id="xtick_11"/>
  1428. <g id="xtick_12"/>
  1429. <g id="xtick_13"/>
  1430. <g id="xtick_14"/>
  1431. <g id="xtick_15"/>
  1432. </g>
  1433. <g id="matplotlib.axis_6"/>
  1434. <g id="line2d_5">
  1435. <path clip-path="url(#p7ecb07f5c9)" d="M 18.697188 78.646779
  1436. L 372.281346 78.646779
  1437. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1438. </g>
  1439. <g id="line2d_6">
  1440. <path clip-path="url(#p7ecb07f5c9)" d="M 18.697188 79.474773
  1441. L 20.702391 79.507174
  1442. L 22.039193 79.279928
  1443. L 22.707594 79.211283
  1444. L 26.049599 79.441106
  1445. L 27.386401 79.472408
  1446. L 30.728407 79.335668
  1447. L 31.396808 79.192179
  1448. L 34.070412 79.131011
  1449. L 34.738813 79.266664
  1450. L 35.407214 79.165355
  1451. L 36.075615 79.269674
  1452. L 39.41762 79.282589
  1453. L 40.086021 79.423079
  1454. L 41.422823 79.224157
  1455. L 42.759626 79.131719
  1456. L 44.096428 79.274331
  1457. L 44.764829 79.266579
  1458. L 45.43323 79.12327
  1459. L 48.106834 79.04416
  1460. L 48.775235 79.273402
  1461. L 50.780438 79.19955
  1462. L 52.785641 79.07015
  1463. L 53.454042 78.926176
  1464. L 56.127647 79.122035
  1465. L 57.464449 79.043484
  1466. L 58.13285 79.131075
  1467. L 61.474855 78.978715
  1468. L 66.153662 79.196319
  1469. L 66.822064 79.102413
  1470. L 67.490465 79.214124
  1471. L 68.158866 79.100375
  1472. L 68.827267 79.192844
  1473. L 71.500871 79.14304
  1474. L 72.169272 78.936219
  1475. L 73.506074 78.937476
  1476. L 74.174475 78.844943
  1477. L 76.848079 79.035479
  1478. L 82.863689 78.915076
  1479. L 83.53209 79.101304
  1480. L 84.200491 78.920874
  1481. L 84.868892 79.008454
  1482. L 86.874095 78.838617
  1483. L 87.542496 78.892888
  1484. L 88.210897 78.773985
  1485. L 88.879298 78.904579
  1486. L 90.2161 78.894166
  1487. L 91.552903 79.042967
  1488. L 96.900111 78.974818
  1489. L 97.568512 79.017695
  1490. L 98.236913 78.902762
  1491. L 100.242116 79.017505
  1492. L 102.247319 78.943115
  1493. L 108.262929 78.955397
  1494. L 109.599731 78.896743
  1495. L 114.278538 78.893765
  1496. L 118.957346 78.919575
  1497. L 120.294148 78.741722
  1498. L 120.962549 78.858629
  1499. L 121.63095 78.827612
  1500. L 122.299351 78.922659
  1501. L 122.967752 78.827475
  1502. L 124.972955 78.901368
  1503. L 125.641356 78.884503
  1504. L 126.309757 79.066971
  1505. L 126.978159 78.99575
  1506. L 127.64656 79.110154
  1507. L 128.314961 79.026439
  1508. L 128.983362 79.162503
  1509. L 129.651763 78.974554
  1510. L 130.320164 78.941119
  1511. L 130.988565 78.794927
  1512. L 132.325367 78.841996
  1513. L 132.993768 78.740634
  1514. L 134.33057 78.808434
  1515. L 136.335773 78.877163
  1516. L 137.004174 78.952303
  1517. L 137.672575 78.62058
  1518. L 138.340976 79.375144
  1519. L 139.009378 79.16489
  1520. L 139.677779 78.577629
  1521. L 140.34618 78.969306
  1522. L 141.014581 78.860805
  1523. L 141.682982 79.005656
  1524. L 142.351383 78.869327
  1525. L 144.356586 78.883246
  1526. L 145.024987 78.724223
  1527. L 145.693388 78.899341
  1528. L 147.698591 78.90517
  1529. L 148.366992 78.97522
  1530. L 149.035393 78.859094
  1531. L 149.703794 78.956601
  1532. L 151.040597 78.930664
  1533. L 152.377399 78.9159
  1534. L 153.0458 78.777312
  1535. L 153.714201 78.921106
  1536. L 158.393008 78.757996
  1537. L 159.061409 78.870066
  1538. L 165.74542 78.726895
  1539. L 166.413821 78.793871
  1540. L 167.082222 78.675295
  1541. L 167.750623 78.784799
  1542. L 168.419024 78.694114
  1543. L 170.424227 78.741806
  1544. L 175.103035 78.716524
  1545. L 175.771436 78.654997
  1546. L 176.439837 78.789478
  1547. L 177.108238 78.66541
  1548. L 178.44504 78.777903
  1549. L 179.781842 78.795191
  1550. L 184.460649 78.86542
  1551. L 185.12905 78.656075
  1552. L 187.134254 78.690006
  1553. L 190.476259 78.860087
  1554. L 191.813061 78.852018
  1555. L 193.149863 78.728574
  1556. L 193.818264 78.802953
  1557. L 195.823467 78.762495
  1558. L 197.82867 78.759644
  1559. L 199.165473 78.789235
  1560. L 201.170676 78.837423
  1561. L 203.175879 78.779815
  1562. L 205.181082 78.871239
  1563. L 207.186285 78.758059
  1564. L 207.854686 78.779403
  1565. L 208.523087 78.688992
  1566. L 211.865093 78.809691
  1567. L 212.533494 78.744552
  1568. L 215.207098 78.904167
  1569. L 216.5439 78.855926
  1570. L 218.549103 78.879761
  1571. L 219.217504 78.67577
  1572. L 219.885905 78.709808
  1573. L 220.554306 78.520549
  1574. L 221.891108 78.667892
  1575. L 225.901515 79.00141
  1576. L 230.580322 78.546634
  1577. L 231.917124 78.496998
  1578. L 233.922327 78.794346
  1579. L 235.25913 78.845354
  1580. L 237.932734 78.76636
  1581. L 239.269536 78.678294
  1582. L 241.94314 78.847509
  1583. L 243.279942 78.811676
  1584. L 247.290349 78.740676
  1585. L 247.95875 78.699733
  1586. L 248.627151 78.834741
  1587. L 253.974359 78.649823
  1588. L 255.979562 78.59609
  1589. L 260.65837 78.849906
  1590. L 267.34238 78.583744
  1591. L 270.015984 78.795888
  1592. L 270.684385 78.913144
  1593. L 272.689589 78.704844
  1594. L 273.35799 78.774809
  1595. L 274.026391 78.629567
  1596. L 274.694792 78.690334
  1597. L 276.031594 78.622291
  1598. L 277.368396 78.641395
  1599. L 278.036797 79.027337
  1600. L 278.705198 78.554259
  1601. L 279.373599 78.831404
  1602. L 280.710401 78.905656
  1603. L 283.384006 78.930094
  1604. L 284.052407 78.841183
  1605. L 284.720808 78.944868
  1606. L 285.389209 78.806037
  1607. L 290.068016 78.811771
  1608. L 290.736417 78.961015
  1609. L 293.410021 78.887988
  1610. L 294.746823 78.781325
  1611. L 296.752027 78.948976
  1612. L 297.420428 78.888432
  1613. L 298.088829 78.993933
  1614. L 300.094032 78.952271
  1615. L 302.767636 79.047508
  1616. L 303.436037 78.928721
  1617. L 304.104438 78.962452
  1618. L 305.44124 78.796342
  1619. L 307.446444 78.917125
  1620. L 309.451647 79.156178
  1621. L 310.120048 79.085885
  1622. L 310.788449 79.422097
  1623. L 311.45685 78.908328
  1624. L 316.804058 79.067478
  1625. L 320.146064 79.033842
  1626. L 322.151267 79.081112
  1627. L 324.824871 78.899753
  1628. L 326.830074 78.847414
  1629. L 328.835277 78.978673
  1630. L 329.503678 78.947139
  1631. L 330.84048 79.117473
  1632. L 335.519288 79.004779
  1633. L 336.187689 79.028974
  1634. L 336.85609 78.915562
  1635. L 337.524491 78.983753
  1636. L 338.192892 78.822258
  1637. L 338.861293 78.979602
  1638. L 340.866496 79.002403
  1639. L 341.534897 79.120239
  1640. L 342.203298 78.960012
  1641. L 342.871699 79.275545
  1642. L 343.540101 79.117884
  1643. L 344.208502 78.773763
  1644. L 344.876903 79.025035
  1645. L 345.545304 78.922817
  1646. L 346.213705 79.057804
  1647. L 349.55571 79.026017
  1648. L 351.560913 79.076856
  1649. L 352.229314 78.920103
  1650. L 353.566116 78.987702
  1651. L 356.239721 78.959199
  1652. L 356.908122 79.038594
  1653. L 358.244924 78.94566
  1654. L 359.581726 78.997397
  1655. L 360.918528 79.108126
  1656. L 361.586929 79.201948
  1657. L 364.928934 78.833294
  1658. L 369.607742 79.082643
  1659. L 370.944544 79.261574
  1660. L 372.281346 79.144307
  1661. L 372.281346 79.144307
  1662. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1663. </g>
  1664. <g id="text_7">
  1665. <g id="patch_9">
  1666. <path d="M 18.697188 81.286572
  1667. L 44.787188 81.286572
  1668. Q 47.187188 81.286572 47.187188 78.886572
  1669. L 47.187188 71.144072
  1670. Q 47.187188 68.744072 44.787188 68.744072
  1671. L 18.697188 68.744072
  1672. Q 16.297188 68.744072 16.297188 71.144072
  1673. L 16.297188 78.886572
  1674. Q 16.297188 81.286572 18.697188 81.286572
  1675. z
  1676. " style="fill:#ffffff;opacity:0.8;"/>
  1677. </g>
  1678. <!-- GSWM -->
  1679. <defs>
  1680. <path d="M 3.328125 72.90625
  1681. L 13.28125 72.90625
  1682. L 28.609375 11.28125
  1683. L 43.890625 72.90625
  1684. L 54.984375 72.90625
  1685. L 70.3125 11.28125
  1686. L 85.59375 72.90625
  1687. L 95.609375 72.90625
  1688. L 77.296875 0
  1689. L 64.890625 0
  1690. L 49.515625 63.28125
  1691. L 33.984375 0
  1692. L 21.578125 0
  1693. z
  1694. " id="DejaVuSans-57"/>
  1695. <path d="M 9.8125 72.90625
  1696. L 24.515625 72.90625
  1697. L 43.109375 23.296875
  1698. L 61.8125 72.90625
  1699. L 76.515625 72.90625
  1700. L 76.515625 0
  1701. L 66.890625 0
  1702. L 66.890625 64.015625
  1703. L 48.09375 14.015625
  1704. L 38.1875 14.015625
  1705. L 19.390625 64.015625
  1706. L 19.390625 0
  1707. L 9.8125 0
  1708. z
  1709. " id="DejaVuSans-4d"/>
  1710. </defs>
  1711. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1712. <use xlink:href="#DejaVuSans-47"/>
  1713. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1714. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1715. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1716. </g>
  1717. </g>
  1718. <g id="text_8">
  1719. <g id="patch_10">
  1720. <path d="M 280.129663 78.150947
  1721. L 365.209663 78.150947
  1722. Q 366.409663 78.150947 366.409663 76.950947
  1723. L 366.409663 73.079697
  1724. Q 366.409663 71.879697 365.209663 71.879697
  1725. L 280.129663 71.879697
  1726. Q 278.929663 71.879697 278.929663 73.079697
  1727. L 278.929663 76.950947
  1728. Q 278.929663 78.150947 280.129663 78.150947
  1729. z
  1730. " style="fill:#ffffff;opacity:0.8;"/>
  1731. </g>
  1732. <!-- max: 643.566 $\bullet$ mean: 641.035 $\bullet$ $\sigma$: 1.072 -->
  1733. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1734. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1735. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1736. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1737. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1738. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1739. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-36"/>
  1740. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-34"/>
  1741. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-33"/>
  1742. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1743. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-35"/>
  1744. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-36"/>
  1745. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-36"/>
  1746. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1747. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1748. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1749. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1750. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1751. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1752. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1753. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1754. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1755. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-36"/>
  1756. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-34"/>
  1757. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-31"/>
  1758. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1759. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-30"/>
  1760. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
  1761. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-35"/>
  1762. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1763. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1764. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1765. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1766. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1767. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1768. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  1769. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1770. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-30"/>
  1771. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-37"/>
  1772. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-32"/>
  1773. </g>
  1774. </g>
  1775. <g id="text_9">
  1776. <!-- 642.64 -->
  1777. <g style="fill:#d3d3d3;" transform="translate(7.2 79.474591)scale(0.03 -0.03)">
  1778. <use xlink:href="#DejaVuSans-36"/>
  1779. <use x="63.623047" xlink:href="#DejaVuSans-34"/>
  1780. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  1781. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1782. <use x="222.65625" xlink:href="#DejaVuSans-36"/>
  1783. <use x="286.279297" xlink:href="#DejaVuSans-34"/>
  1784. </g>
  1785. </g>
  1786. </g>
  1787. <g id="axes_4">
  1788. <g id="patch_11">
  1789. <path d="M 18.697188 120.573696
  1790. L 372.281346 120.573696
  1791. L 372.281346 95.026944
  1792. L 18.697188 95.026944
  1793. z
  1794. " style="fill:#ffffff;"/>
  1795. </g>
  1796. <g id="matplotlib.axis_7">
  1797. <g id="xtick_16"/>
  1798. <g id="xtick_17"/>
  1799. <g id="xtick_18"/>
  1800. <g id="xtick_19"/>
  1801. <g id="xtick_20"/>
  1802. </g>
  1803. <g id="matplotlib.axis_8"/>
  1804. <g id="line2d_7">
  1805. <path clip-path="url(#pb047c647ee)" d="M 18.697188 109.989147
  1806. L 372.281346 109.989147
  1807. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1808. </g>
  1809. <g id="line2d_8">
  1810. <path clip-path="url(#pb047c647ee)" d="M 19.365589 115.231387
  1811. L 20.03399 115.359716
  1812. L 20.702391 113.943587
  1813. L 21.370792 112.069957
  1814. L 22.039193 111.357003
  1815. L 22.707594 111.169755
  1816. L 23.375995 112.069135
  1817. L 24.044396 113.888228
  1818. L 24.712797 113.690631
  1819. L 25.381198 115.234236
  1820. L 26.049599 115.218901
  1821. L 26.718 113.424036
  1822. L 27.386401 113.925624
  1823. L 28.054802 114.287395
  1824. L 28.723203 113.721301
  1825. L 29.391604 113.795459
  1826. L 30.060005 113.727427
  1827. L 30.728407 114.279989
  1828. L 31.396808 112.339624
  1829. L 32.065209 113.362965
  1830. L 32.73361 113.144699
  1831. L 33.402011 114.022398
  1832. L 34.070412 113.562207
  1833. L 34.738813 112.139874
  1834. L 35.407214 112.013017
  1835. L 36.075615 112.331236
  1836. L 36.744016 113.842636
  1837. L 37.412417 114.262485
  1838. L 38.080818 114.419459
  1839. L 39.41762 115.284418
  1840. L 40.086021 115.179653
  1841. L 40.754422 112.605572
  1842. L 41.422823 113.576071
  1843. L 42.091224 113.57892
  1844. L 42.759626 114.09472
  1845. L 43.428027 114.325251
  1846. L 44.096428 112.329163
  1847. L 44.764829 111.315444
  1848. L 45.43323 112.053546
  1849. L 46.101631 111.820927
  1850. L 46.770032 113.663618
  1851. L 47.438433 113.331978
  1852. L 48.106834 115.009372
  1853. L 48.775235 114.743534
  1854. L 49.443636 114.954884
  1855. L 50.780438 113.868035
  1856. L 51.448839 114.764645
  1857. L 52.11724 114.061534
  1858. L 52.785641 114.889097
  1859. L 53.454042 112.054386
  1860. L 54.122443 111.260087
  1861. L 54.790845 111.953023
  1862. L 55.459246 112.413767
  1863. L 56.127647 113.336536
  1864. L 56.796048 113.233987
  1865. L 57.464449 112.952371
  1866. L 58.13285 112.929883
  1867. L 58.801251 113.200784
  1868. L 59.469652 114.204423
  1869. L 60.138053 112.007177
  1870. L 60.806454 112.511568
  1871. L 61.474855 111.922069
  1872. L 62.143256 113.238734
  1873. L 62.811657 114.908973
  1874. L 63.480058 113.074798
  1875. L 64.148459 109.307331
  1876. L 64.81686 102.865668
  1877. L 65.485261 101.30627
  1878. L 66.153662 109.975625
  1879. L 66.822064 111.352301
  1880. L 67.490465 113.849045
  1881. L 68.827267 113.964619
  1882. L 69.495668 113.199218
  1883. L 70.164069 113.14913
  1884. L 70.83247 111.991637
  1885. L 71.500871 111.801999
  1886. L 72.169272 111.122041
  1887. L 72.837673 112.371654
  1888. L 73.506074 112.102891
  1889. L 74.174475 113.13044
  1890. L 74.842876 113.906286
  1891. L 75.511277 112.754917
  1892. L 76.179678 113.349165
  1893. L 76.848079 112.738204
  1894. L 77.51648 112.37012
  1895. L 78.184881 111.699371
  1896. L 78.853283 112.351304
  1897. L 79.521684 112.132547
  1898. L 80.190085 113.883497
  1899. L 80.858486 114.505171
  1900. L 81.526887 114.746874
  1901. L 82.195288 115.272707
  1902. L 82.863689 114.733849
  1903. L 83.53209 114.031829
  1904. L 84.200491 114.587385
  1905. L 86.874095 110.970543
  1906. L 87.542496 111.032137
  1907. L 88.210897 110.5054
  1908. L 88.879298 102.992795
  1909. L 89.547699 105.010119
  1910. L 90.2161 105.565642
  1911. L 90.884502 110.072635
  1912. L 91.552903 111.773735
  1913. L 92.221304 112.776835
  1914. L 92.889705 112.019964
  1915. L 93.558106 111.787345
  1916. L 94.226507 112.109173
  1917. L 95.563309 113.500647
  1918. L 96.23171 113.122005
  1919. L 96.900111 113.866041
  1920. L 97.568512 112.539041
  1921. L 98.236913 112.686013
  1922. L 98.905314 112.323434
  1923. L 99.573715 114.212858
  1924. L 100.242116 113.850484
  1925. L 101.578918 111.91683
  1926. L 102.247319 112.093111
  1927. L 102.915721 111.670173
  1928. L 103.584122 113.025058
  1929. L 104.252523 114.670072
  1930. L 104.920924 115.054332
  1931. L 105.589325 114.525031
  1932. L 106.257726 112.772958
  1933. L 106.926127 112.184074
  1934. L 107.594528 112.142374
  1935. L 108.262929 112.965522
  1936. L 108.93133 112.843096
  1937. L 109.599731 112.135443
  1938. L 110.268132 110.260975
  1939. L 110.936533 112.301042
  1940. L 111.604934 112.130206
  1941. L 112.941736 112.768163
  1942. L 113.610137 112.633582
  1943. L 114.94694 113.551208
  1944. L 115.615341 114.255728
  1945. L 116.283742 113.204487
  1946. L 117.620544 110.846978
  1947. L 118.288945 111.224369
  1948. L 118.957346 111.072728
  1949. L 119.625747 112.176541
  1950. L 120.294148 111.994818
  1951. L 120.962549 110.530959
  1952. L 121.63095 111.964495
  1953. L 122.299351 112.690033
  1954. L 122.967752 111.478241
  1955. L 123.636153 110.780115
  1956. L 124.304554 113.278774
  1957. L 124.972955 113.913676
  1958. L 125.641356 114.08255
  1959. L 126.309757 114.586941
  1960. L 126.978159 114.283534
  1961. L 127.64656 114.442707
  1962. L 128.314961 113.673636
  1963. L 128.983362 113.919168
  1964. L 129.651763 112.51831
  1965. L 130.320164 112.501693
  1966. L 131.656966 112.23978
  1967. L 132.325367 112.902473
  1968. L 132.993768 111.519657
  1969. L 133.662169 112.115108
  1970. L 134.33057 113.5962
  1971. L 134.998971 111.513295
  1972. L 135.667372 110.009428
  1973. L 136.335773 110.245404
  1974. L 137.004174 111.084757
  1975. L 137.672575 110.425433
  1976. L 138.340976 101.922326
  1977. L 139.009378 101.146861
  1978. L 139.677779 99.149364
  1979. L 140.34618 106.602941
  1980. L 141.014581 110.845665
  1981. L 141.682982 110.522777
  1982. L 142.351383 111.45827
  1983. L 143.019784 111.598928
  1984. L 143.688185 112.522742
  1985. L 144.356586 111.876695
  1986. L 145.024987 112.302861
  1987. L 145.693388 111.805148
  1988. L 146.361789 110.853719
  1989. L 147.03019 111.024176
  1990. L 147.698591 112.003522
  1991. L 148.366992 113.191526
  1992. L 149.035393 112.256018
  1993. L 149.703794 113.853065
  1994. L 150.372195 112.522645
  1995. L 151.040597 112.951739
  1996. L 151.708998 113.062026
  1997. L 152.377399 114.601247
  1998. L 153.0458 114.843868
  1999. L 153.714201 115.54622
  2000. L 154.382602 114.34978
  2001. L 155.051003 114.603732
  2002. L 155.719404 113.70114
  2003. L 156.387805 113.383268
  2004. L 157.056206 113.303176
  2005. L 157.724607 112.960443
  2006. L 158.393008 110.875116
  2007. L 159.061409 112.492434
  2008. L 161.066612 112.504748
  2009. L 161.735013 112.227325
  2010. L 162.403414 111.670664
  2011. L 163.071816 112.158659
  2012. L 164.408618 111.914075
  2013. L 165.077019 112.588876
  2014. L 165.74542 112.254893
  2015. L 166.413821 112.503782
  2016. L 167.750623 112.244955
  2017. L 168.419024 111.658478
  2018. L 169.087425 112.276417
  2019. L 169.755826 110.784118
  2020. L 170.424227 111.933526
  2021. L 171.092628 111.404843
  2022. L 171.761029 111.922606
  2023. L 172.42943 111.289253
  2024. L 173.097831 110.18457
  2025. L 173.766232 109.567961
  2026. L 174.434633 109.951096
  2027. L 175.103035 111.303749
  2028. L 175.771436 111.697583
  2029. L 176.439837 112.374502
  2030. L 177.108238 112.572496
  2031. L 177.776639 113.47974
  2032. L 178.44504 113.43527
  2033. L 179.113441 114.181839
  2034. L 179.781842 112.515192
  2035. L 181.118644 113.788639
  2036. L 181.787045 115.16522
  2037. L 182.455446 113.862734
  2038. L 183.123847 114.474296
  2039. L 183.792248 112.594557
  2040. L 184.460649 112.495283
  2041. L 185.12905 111.354961
  2042. L 185.797451 109.227919
  2043. L 186.465852 110.503074
  2044. L 187.134254 111.085515
  2045. L 187.802655 113.139794
  2046. L 188.471056 113.107209
  2047. L 189.139457 112.791822
  2048. L 189.807858 112.127578
  2049. L 191.14466 112.134271
  2050. L 191.813061 111.630309
  2051. L 192.481462 112.475359
  2052. L 193.149863 114.551239
  2053. L 193.818264 114.052956
  2054. L 194.486665 112.037182
  2055. L 195.155066 111.053897
  2056. L 195.823467 111.072681
  2057. L 197.160269 111.502312
  2058. L 197.82867 111.992128
  2059. L 198.497071 110.590415
  2060. L 199.165473 111.994803
  2061. L 199.833874 112.313733
  2062. L 200.502275 111.284236
  2063. L 201.170676 111.739457
  2064. L 201.839077 112.347031
  2065. L 202.507478 111.52586
  2066. L 203.175879 112.55713
  2067. L 203.84428 112.686171
  2068. L 204.512681 112.518848
  2069. L 205.181082 112.574933
  2070. L 205.849483 111.975858
  2071. L 206.517884 112.61179
  2072. L 207.186285 113.066901
  2073. L 207.854686 112.689937
  2074. L 208.523087 113.489109
  2075. L 209.191488 112.316361
  2076. L 209.859889 112.092509
  2077. L 210.52829 112.567685
  2078. L 211.865093 112.593417
  2079. L 212.533494 113.274104
  2080. L 213.201895 112.995939
  2081. L 213.870296 113.817711
  2082. L 214.538697 114.848996
  2083. L 215.207098 115.524507
  2084. L 215.875499 113.983735
  2085. L 216.5439 114.759138
  2086. L 217.212301 115.082326
  2087. L 217.880702 113.383552
  2088. L 219.217504 110.690148
  2089. L 220.554306 111.718725
  2090. L 221.222707 111.598611
  2091. L 221.891108 110.202626
  2092. L 222.559509 113.046391
  2093. L 223.227911 111.484556
  2094. L 223.896312 111.463492
  2095. L 224.564713 113.868399
  2096. L 225.233114 113.946102
  2097. L 225.901515 114.971375
  2098. L 226.569916 114.121323
  2099. L 227.238317 113.854393
  2100. L 227.906718 112.547065
  2101. L 228.575119 112.686851
  2102. L 229.24352 112.251269
  2103. L 229.911921 112.533993
  2104. L 230.580322 110.749002
  2105. L 231.248723 111.735327
  2106. L 231.917124 113.684666
  2107. L 232.585525 113.576609
  2108. L 233.253926 113.774507
  2109. L 233.922327 114.141579
  2110. L 234.590728 114.652348
  2111. L 235.25913 114.202207
  2112. L 235.927531 113.446033
  2113. L 236.595932 114.360256
  2114. L 237.264333 111.491977
  2115. L 237.932734 112.878118
  2116. L 238.601135 113.336647
  2117. L 239.269536 113.503701
  2118. L 239.937937 114.367551
  2119. L 240.606338 114.95376
  2120. L 241.274739 114.126814
  2121. L 241.94314 113.674996
  2122. L 242.611541 112.240414
  2123. L 243.279942 113.25967
  2124. L 243.948343 111.297293
  2125. L 244.616744 113.26923
  2126. L 245.285145 113.363297
  2127. L 245.953546 112.261698
  2128. L 246.621947 111.961188
  2129. L 247.290349 112.19376
  2130. L 247.95875 113.336647
  2131. L 248.627151 113.714576
  2132. L 249.295552 112.642113
  2133. L 249.963953 114.286414
  2134. L 250.632354 113.473648
  2135. L 251.300755 113.750895
  2136. L 251.969156 110.915977
  2137. L 252.637557 110.766568
  2138. L 253.305958 109.930001
  2139. L 253.974359 108.67833
  2140. L 254.64276 110.540454
  2141. L 255.311161 111.417504
  2142. L 255.979562 112.886855
  2143. L 256.647963 112.133132
  2144. L 257.316364 113.657794
  2145. L 257.984765 113.245951
  2146. L 258.653166 113.080352
  2147. L 259.321568 114.209392
  2148. L 259.989969 114.27923
  2149. L 260.65837 114.661494
  2150. L 261.326771 114.746415
  2151. L 261.995172 114.998452
  2152. L 263.331974 113.324539
  2153. L 264.000375 111.248613
  2154. L 264.668776 112.257584
  2155. L 265.337177 112.063311
  2156. L 266.005578 112.429165
  2157. L 266.673979 111.600778
  2158. L 267.34238 111.815166
  2159. L 268.010781 111.101515
  2160. L 268.679182 112.692233
  2161. L 269.347583 112.961598
  2162. L 270.015984 112.79149
  2163. L 270.684385 113.592846
  2164. L 271.352787 112.293762
  2165. L 272.021188 113.402401
  2166. L 272.689589 111.017371
  2167. L 273.35799 112.321124
  2168. L 274.026391 112.799102
  2169. L 274.694792 111.309748
  2170. L 275.363193 112.040078
  2171. L 276.031594 112.567353
  2172. L 277.368396 110.913366
  2173. L 278.036797 98.832397
  2174. L 278.705198 102.379208
  2175. L 279.373599 107.877875
  2176. L 280.042 112.404034
  2177. L 280.710401 112.646369
  2178. L 281.378802 112.009852
  2179. L 282.047203 113.436823
  2180. L 282.715604 111.662529
  2181. L 283.384006 113.168611
  2182. L 284.052407 112.032151
  2183. L 284.720808 111.995608
  2184. L 285.389209 113.145997
  2185. L 286.05761 113.502292
  2186. L 286.726011 111.455137
  2187. L 287.394412 112.318544
  2188. L 288.062813 112.478619
  2189. L 288.731214 111.622238
  2190. L 289.399615 114.033776
  2191. L 290.068016 113.979003
  2192. L 290.736417 113.641398
  2193. L 291.404818 112.912523
  2194. L 292.073219 111.885922
  2195. L 292.74162 112.162711
  2196. L 293.410021 113.043178
  2197. L 294.078422 112.759696
  2198. L 294.746823 113.650561
  2199. L 295.415225 112.53192
  2200. L 296.083626 113.125535
  2201. L 296.752027 113.548312
  2202. L 297.420428 112.831307
  2203. L 298.088829 112.632965
  2204. L 298.75723 113.468711
  2205. L 299.425631 113.268628
  2206. L 300.094032 113.469581
  2207. L 300.762433 113.992281
  2208. L 301.430834 112.69038
  2209. L 302.099235 115.33946
  2210. L 303.436037 113.667131
  2211. L 304.104438 111.566279
  2212. L 304.772839 111.980495
  2213. L 305.44124 113.305819
  2214. L 306.109641 115.092708
  2215. L 306.778042 115.694536
  2216. L 308.114845 116.59322
  2217. L 309.451647 116.019434
  2218. L 310.120048 112.454564
  2219. L 310.788449 98.29026
  2220. L 311.45685 102.4747
  2221. L 312.125251 109.010334
  2222. L 313.462053 114.241043
  2223. L 314.130454 112.870285
  2224. L 314.798855 113.050696
  2225. L 315.467256 112.13625
  2226. L 316.135657 112.201102
  2227. L 316.804058 112.053531
  2228. L 318.14086 112.894703
  2229. L 318.809261 113.624306
  2230. L 319.477663 114.134063
  2231. L 320.814465 115.939657
  2232. L 321.482866 115.763219
  2233. L 322.819668 114.625793
  2234. L 323.488069 112.276511
  2235. L 324.15647 112.743017
  2236. L 324.824871 113.356856
  2237. L 325.493272 114.690788
  2238. L 326.161673 114.446901
  2239. L 326.830074 114.411768
  2240. L 327.498475 114.539227
  2241. L 328.166876 113.657747
  2242. L 328.835277 114.448863
  2243. L 330.172079 114.115103
  2244. L 330.84048 115.167958
  2245. L 331.508882 115.883493
  2246. L 332.177283 116.276566
  2247. L 332.845684 114.556604
  2248. L 333.514085 115.506007
  2249. L 334.182486 115.654055
  2250. L 334.850887 116.006251
  2251. L 335.519288 114.619732
  2252. L 336.187689 112.936641
  2253. L 336.85609 111.910548
  2254. L 337.524491 113.049239
  2255. L 338.192892 113.68215
  2256. L 338.861293 115.012614
  2257. L 339.529694 113.711965
  2258. L 340.198095 113.303208
  2259. L 340.866496 113.720273
  2260. L 341.534897 110.785813
  2261. L 342.203298 110.547479
  2262. L 342.871699 103.24855
  2263. L 343.540101 107.563629
  2264. L 344.208502 104.311329
  2265. L 344.876903 108.200256
  2266. L 345.545304 111.022989
  2267. L 346.213705 109.806942
  2268. L 346.882106 110.563575
  2269. L 347.550507 112.804958
  2270. L 348.218908 112.939584
  2271. L 348.887309 112.175798
  2272. L 349.55571 112.410634
  2273. L 350.224111 113.701994
  2274. L 350.892512 113.518576
  2275. L 351.560913 112.95625
  2276. L 352.897715 113.250872
  2277. L 353.566116 113.036026
  2278. L 354.234517 113.884621
  2279. L 354.902918 112.043323
  2280. L 355.57132 111.771662
  2281. L 356.239721 112.094392
  2282. L 356.908122 111.604323
  2283. L 357.576523 112.475659
  2284. L 358.244924 112.899563
  2285. L 358.913325 111.259849
  2286. L 359.581726 113.740134
  2287. L 360.250127 115.095113
  2288. L 360.918528 114.645306
  2289. L 361.586929 115.758598
  2290. L 362.25533 113.863241
  2291. L 362.923731 114.929499
  2292. L 363.592132 113.156346
  2293. L 364.260533 113.186305
  2294. L 364.928934 112.243263
  2295. L 365.597335 112.074706
  2296. L 366.265736 111.390726
  2297. L 366.934137 113.551525
  2298. L 367.602539 113.221564
  2299. L 368.27094 114.898735
  2300. L 369.607742 116.548987
  2301. L 370.276143 116.519599
  2302. L 370.944544 116.843247
  2303. L 371.612945 116.327588
  2304. L 372.281346 115.268545
  2305. L 372.281346 115.268545
  2306. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2307. </g>
  2308. <g id="text_10">
  2309. <g id="patch_12">
  2310. <path d="M 18.697188 108.96222
  2311. L 46.430938 108.96222
  2312. Q 48.830938 108.96222 48.830938 106.56222
  2313. L 48.830938 98.81972
  2314. Q 48.830938 96.41972 46.430938 96.41972
  2315. L 18.697188 96.41972
  2316. Q 16.297188 96.41972 16.297188 98.81972
  2317. L 16.297188 106.56222
  2318. Q 16.297188 108.96222 18.697188 108.96222
  2319. z
  2320. " style="fill:#ffffff;opacity:0.8;"/>
  2321. </g>
  2322. <!-- DVARS -->
  2323. <defs>
  2324. <path d="M 19.671875 64.796875
  2325. L 19.671875 8.109375
  2326. L 31.59375 8.109375
  2327. Q 46.6875 8.109375 53.6875 14.9375
  2328. Q 60.6875 21.78125 60.6875 36.53125
  2329. Q 60.6875 51.171875 53.6875 57.984375
  2330. Q 46.6875 64.796875 31.59375 64.796875
  2331. z
  2332. M 9.8125 72.90625
  2333. L 30.078125 72.90625
  2334. Q 51.265625 72.90625 61.171875 64.09375
  2335. Q 71.09375 55.28125 71.09375 36.53125
  2336. Q 71.09375 17.671875 61.125 8.828125
  2337. Q 51.171875 0 30.078125 0
  2338. L 9.8125 0
  2339. z
  2340. " id="DejaVuSans-44"/>
  2341. <path d="M 28.609375 0
  2342. L 0.78125 72.90625
  2343. L 11.078125 72.90625
  2344. L 34.1875 11.53125
  2345. L 57.328125 72.90625
  2346. L 67.578125 72.90625
  2347. L 39.796875 0
  2348. z
  2349. " id="DejaVuSans-56"/>
  2350. <path d="M 34.1875 63.1875
  2351. L 20.796875 26.90625
  2352. L 47.609375 26.90625
  2353. z
  2354. M 28.609375 72.90625
  2355. L 39.796875 72.90625
  2356. L 67.578125 0
  2357. L 57.328125 0
  2358. L 50.6875 18.703125
  2359. L 17.828125 18.703125
  2360. L 11.1875 0
  2361. L 0.78125 0
  2362. z
  2363. " id="DejaVuSans-41"/>
  2364. <path d="M 44.390625 34.1875
  2365. Q 47.5625 33.109375 50.5625 29.59375
  2366. Q 53.5625 26.078125 56.59375 19.921875
  2367. L 66.609375 0
  2368. L 56 0
  2369. L 46.6875 18.703125
  2370. Q 43.0625 26.03125 39.671875 28.421875
  2371. Q 36.28125 30.8125 30.421875 30.8125
  2372. L 19.671875 30.8125
  2373. L 19.671875 0
  2374. L 9.8125 0
  2375. L 9.8125 72.90625
  2376. L 32.078125 72.90625
  2377. Q 44.578125 72.90625 50.734375 67.671875
  2378. Q 56.890625 62.453125 56.890625 51.90625
  2379. Q 56.890625 45.015625 53.6875 40.46875
  2380. Q 50.484375 35.9375 44.390625 34.1875
  2381. z
  2382. M 19.671875 64.796875
  2383. L 19.671875 38.921875
  2384. L 32.078125 38.921875
  2385. Q 39.203125 38.921875 42.84375 42.21875
  2386. Q 46.484375 45.515625 46.484375 51.90625
  2387. Q 46.484375 58.296875 42.84375 61.546875
  2388. Q 39.203125 64.796875 32.078125 64.796875
  2389. z
  2390. " id="DejaVuSans-52"/>
  2391. </defs>
  2392. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2393. <use xlink:href="#DejaVuSans-44"/>
  2394. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2395. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2396. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2397. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2398. </g>
  2399. </g>
  2400. <g id="text_11">
  2401. <g id="patch_13">
  2402. <path d="M 290.289663 105.826595
  2403. L 365.209663 105.826595
  2404. Q 366.409663 105.826595 366.409663 104.626595
  2405. L 366.409663 100.755345
  2406. Q 366.409663 99.555345 365.209663 99.555345
  2407. L 290.289663 99.555345
  2408. Q 289.089663 99.555345 289.089663 100.755345
  2409. L 289.089663 104.626595
  2410. Q 289.089663 105.826595 290.289663 105.826595
  2411. z
  2412. " style="fill:#ffffff;opacity:0.8;"/>
  2413. </g>
  2414. <!-- max: 2.062 $\bullet$ mean: 1.158 $\bullet$ $\sigma$: 0.144 -->
  2415. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2416. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2417. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2418. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2419. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2420. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2421. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-32"/>
  2422. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2423. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-30"/>
  2424. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
  2425. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
  2426. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2427. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2428. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2429. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2430. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2431. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2432. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2433. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2434. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2435. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2436. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2437. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-31"/>
  2438. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-35"/>
  2439. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-38"/>
  2440. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2441. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2442. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2443. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2444. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2445. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2446. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2447. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2448. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-31"/>
  2449. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-34"/>
  2450. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-34"/>
  2451. </g>
  2452. </g>
  2453. <g id="text_12">
  2454. <!-- 1.32 -->
  2455. <g style="fill:#d3d3d3;" transform="translate(11.0175 110.816959)scale(0.03 -0.03)">
  2456. <use xlink:href="#DejaVuSans-31"/>
  2457. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2458. <use x="95.410156" xlink:href="#DejaVuSans-33"/>
  2459. <use x="159.033203" xlink:href="#DejaVuSans-32"/>
  2460. </g>
  2461. </g>
  2462. </g>
  2463. <g id="axes_5">
  2464. <g id="patch_14">
  2465. <path d="M 18.697188 148.249344
  2466. L 372.281346 148.249344
  2467. L 372.281346 122.702592
  2468. L 18.697188 122.702592
  2469. z
  2470. " style="fill:#ffffff;"/>
  2471. </g>
  2472. <g id="matplotlib.axis_9">
  2473. <g id="xtick_21"/>
  2474. <g id="xtick_22"/>
  2475. <g id="xtick_23"/>
  2476. <g id="xtick_24"/>
  2477. <g id="xtick_25"/>
  2478. </g>
  2479. <g id="matplotlib.axis_10"/>
  2480. <g id="line2d_9">
  2481. <path clip-path="url(#p33cf31c183)" d="M 18.697188 139.83536
  2482. L 372.281346 139.83536
  2483. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2484. </g>
  2485. <g id="line2d_10">
  2486. <path clip-path="url(#p33cf31c183)" d="M 19.365589 142.386507
  2487. L 20.03399 142.651985
  2488. L 20.702391 140.897857
  2489. L 21.370792 141.330671
  2490. L 22.707594 141.4393
  2491. L 23.375995 140.908175
  2492. L 24.044396 141.084615
  2493. L 25.381198 143.540146
  2494. L 26.049599 142.879415
  2495. L 26.718 143.69209
  2496. L 27.386401 144.767099
  2497. L 28.054802 143.555324
  2498. L 28.723203 143.104118
  2499. L 29.391604 141.007372
  2500. L 30.060005 141.15351
  2501. L 30.728407 143.415744
  2502. L 32.065209 145.007166
  2503. L 32.73361 144.166012
  2504. L 33.402011 139.96922
  2505. L 34.070412 139.160076
  2506. L 34.738813 142.020752
  2507. L 35.407214 142.331305
  2508. L 36.075615 141.841941
  2509. L 36.744016 142.751282
  2510. L 37.412417 139.67637
  2511. L 38.080818 140.624008
  2512. L 38.749219 140.539649
  2513. L 39.41762 143.936401
  2514. L 40.086021 144.680233
  2515. L 40.754422 141.315428
  2516. L 41.422823 144.553044
  2517. L 42.091224 141.950952
  2518. L 42.759626 142.457467
  2519. L 43.428027 141.976265
  2520. L 44.096428 139.731552
  2521. L 44.764829 138.987247
  2522. L 45.43323 140.719989
  2523. L 46.101631 141.207104
  2524. L 46.770032 141.543934
  2525. L 47.438433 141.524234
  2526. L 48.106834 141.112502
  2527. L 49.443636 141.125668
  2528. L 50.112037 139.818985
  2529. L 50.780438 140.467521
  2530. L 51.448839 140.883693
  2531. L 52.11724 140.483002
  2532. L 52.785641 139.722133
  2533. L 53.454042 139.539731
  2534. L 54.122443 140.24241
  2535. L 54.790845 142.720175
  2536. L 55.459246 141.492494
  2537. L 56.127647 144.40189
  2538. L 56.796048 144.191669
  2539. L 57.464449 143.761312
  2540. L 58.13285 143.945705
  2541. L 58.801251 142.998774
  2542. L 59.469652 142.9261
  2543. L 60.138053 143.006029
  2544. L 60.806454 142.60185
  2545. L 61.474855 141.304453
  2546. L 62.143256 143.516585
  2547. L 62.811657 144.396192
  2548. L 63.480058 143.337275
  2549. L 64.148459 142.781021
  2550. L 64.81686 124.8397
  2551. L 66.153662 144.40065
  2552. L 66.822064 143.676272
  2553. L 67.490465 142.530821
  2554. L 68.158866 142.985175
  2555. L 68.827267 140.952995
  2556. L 69.495668 141.200136
  2557. L 70.164069 140.546251
  2558. L 70.83247 141.398463
  2559. L 71.500871 141.015007
  2560. L 72.169272 142.506385
  2561. L 72.837673 144.27005
  2562. L 73.506074 144.238556
  2563. L 74.174475 143.600902
  2564. L 74.842876 141.397361
  2565. L 76.179678 140.938117
  2566. L 76.848079 141.850634
  2567. L 77.51648 141.286713
  2568. L 78.184881 144.042726
  2569. L 78.853283 144.252258
  2570. L 79.521684 144.882887
  2571. L 80.858486 141.400633
  2572. L 81.526887 142.48644
  2573. L 82.195288 142.218864
  2574. L 82.863689 142.560528
  2575. L 83.53209 143.901681
  2576. L 84.200491 143.955614
  2577. L 84.868892 144.233434
  2578. L 86.205694 143.748114
  2579. L 86.874095 144.065088
  2580. L 87.542496 143.535899
  2581. L 88.210897 143.410265
  2582. L 88.879298 133.901399
  2583. L 89.547699 142.307555
  2584. L 90.2161 138.085684
  2585. L 90.884502 142.578791
  2586. L 91.552903 142.542915
  2587. L 92.221304 143.685935
  2588. L 92.889705 141.627855
  2589. L 93.558106 142.229647
  2590. L 94.226507 142.172937
  2591. L 94.894908 142.663755
  2592. L 95.563309 142.091295
  2593. L 96.23171 143.364779
  2594. L 96.900111 144.351933
  2595. L 97.568512 144.458873
  2596. L 98.236913 143.639168
  2597. L 98.905314 144.682216
  2598. L 99.573715 144.771316
  2599. L 100.242116 144.541256
  2600. L 100.910517 144.658215
  2601. L 101.578918 143.275383
  2602. L 102.247319 144.407621
  2603. L 102.915721 142.889107
  2604. L 103.584122 144.868438
  2605. L 104.252523 145.895371
  2606. L 104.920924 144.741907
  2607. L 105.589325 143.245402
  2608. L 106.257726 143.579127
  2609. L 106.926127 144.576528
  2610. L 107.594528 144.28775
  2611. L 108.262929 143.587471
  2612. L 108.93133 143.34823
  2613. L 109.599731 143.652829
  2614. L 110.268132 142.126183
  2615. L 110.936533 142.999626
  2616. L 111.604934 143.43353
  2617. L 112.273335 144.288356
  2618. L 112.941736 144.374553
  2619. L 113.610137 143.90154
  2620. L 114.278538 143.724987
  2621. L 114.94694 143.942312
  2622. L 115.615341 143.655148
  2623. L 116.283742 142.54039
  2624. L 116.952143 143.377976
  2625. L 117.620544 142.418591
  2626. L 118.288945 143.326958
  2627. L 118.957346 143.861512
  2628. L 119.625747 142.893698
  2629. L 120.294148 141.494749
  2630. L 120.962549 142.697791
  2631. L 121.63095 143.0039
  2632. L 122.299351 145.005338
  2633. L 122.967752 144.787166
  2634. L 123.636153 144.287091
  2635. L 124.304554 144.426365
  2636. L 124.972955 143.615282
  2637. L 125.641356 143.54414
  2638. L 126.309757 142.99841
  2639. L 127.64656 141.606328
  2640. L 128.314961 141.659674
  2641. L 128.983362 142.88827
  2642. L 129.651763 144.541954
  2643. L 130.320164 144.716064
  2644. L 131.656966 142.924203
  2645. L 132.325367 143.386283
  2646. L 132.993768 142.419992
  2647. L 134.33057 145.163634
  2648. L 134.998971 141.604704
  2649. L 135.667372 139.662783
  2650. L 136.335773 142.791366
  2651. L 137.004174 144.276918
  2652. L 137.672575 143.591673
  2653. L 138.340976 140.624217
  2654. L 139.009378 126.594394
  2655. L 139.677779 131.315282
  2656. L 140.34618 142.784939
  2657. L 141.014581 143.251499
  2658. L 141.682982 143.360108
  2659. L 142.351383 143.29426
  2660. L 143.019784 143.826673
  2661. L 143.688185 143.561549
  2662. L 144.356586 141.919144
  2663. L 145.024987 141.473563
  2664. L 145.693388 140.879687
  2665. L 146.361789 139.612367
  2666. L 147.03019 139.675158
  2667. L 147.698591 141.914035
  2668. L 148.366992 141.993082
  2669. L 149.035393 143.10902
  2670. L 149.703794 143.401906
  2671. L 150.372195 143.178464
  2672. L 151.040597 143.397073
  2673. L 151.708998 143.054407
  2674. L 152.377399 141.96662
  2675. L 153.0458 143.147143
  2676. L 153.714201 142.791088
  2677. L 154.382602 142.105794
  2678. L 155.719404 143.245012
  2679. L 156.387805 143.003397
  2680. L 157.056206 143.957262
  2681. L 157.724607 144.289054
  2682. L 158.393008 144.879435
  2683. L 159.061409 145.149439
  2684. L 159.72981 145.123031
  2685. L 160.398211 144.152555
  2686. L 161.066612 143.978403
  2687. L 162.403414 144.491292
  2688. L 163.071816 143.86825
  2689. L 163.740217 143.477868
  2690. L 164.408618 142.708418
  2691. L 165.077019 143.504312
  2692. L 165.74542 140.656291
  2693. L 166.413821 141.033058
  2694. L 167.082222 141.974261
  2695. L 167.750623 141.115066
  2696. L 168.419024 140.738949
  2697. L 169.087425 142.300513
  2698. L 169.755826 141.545518
  2699. L 170.424227 142.236261
  2700. L 171.092628 142.088541
  2701. L 171.761029 142.465112
  2702. L 173.097831 144.429613
  2703. L 173.766232 144.853528
  2704. L 174.434633 145.813248
  2705. L 175.103035 143.454157
  2706. L 176.439837 143.635687
  2707. L 178.44504 142.579693
  2708. L 179.113441 143.061478
  2709. L 179.781842 142.248181
  2710. L 181.118644 144.433497
  2711. L 181.787045 143.397152
  2712. L 182.455446 144.399537
  2713. L 183.123847 144.823675
  2714. L 183.792248 144.164131
  2715. L 184.460649 144.790212
  2716. L 185.12905 143.346456
  2717. L 185.797451 142.866178
  2718. L 186.465852 143.991968
  2719. L 187.134254 144.268459
  2720. L 187.802655 145.020741
  2721. L 188.471056 144.975089
  2722. L 189.139457 144.281639
  2723. L 189.807858 145.428377
  2724. L 190.476259 143.937478
  2725. L 191.14466 145.34949
  2726. L 191.813061 144.333131
  2727. L 192.481462 144.983852
  2728. L 193.149863 144.385874
  2729. L 193.818264 143.963081
  2730. L 194.486665 145.2163
  2731. L 195.155066 144.903879
  2732. L 195.823467 143.774472
  2733. L 196.491868 143.628405
  2734. L 197.82867 142.590086
  2735. L 198.497071 142.745767
  2736. L 199.165473 142.422417
  2737. L 199.833874 143.70378
  2738. L 200.502275 142.886415
  2739. L 201.170676 143.187425
  2740. L 201.839077 143.861232
  2741. L 202.507478 142.96577
  2742. L 203.175879 143.217895
  2743. L 203.84428 144.97346
  2744. L 204.512681 145.556512
  2745. L 205.181082 144.859638
  2746. L 205.849483 144.705098
  2747. L 207.186285 144.024105
  2748. L 207.854686 144.562847
  2749. L 208.523087 144.796916
  2750. L 209.191488 144.477921
  2751. L 209.859889 144.30029
  2752. L 210.52829 144.630049
  2753. L 211.196692 144.830936
  2754. L 211.865093 145.388721
  2755. L 212.533494 144.570537
  2756. L 213.201895 145.13731
  2757. L 213.870296 145.099966
  2758. L 214.538697 143.84374
  2759. L 215.207098 144.11545
  2760. L 215.875499 144.981322
  2761. L 216.5439 143.88794
  2762. L 217.212301 144.520261
  2763. L 217.880702 143.640159
  2764. L 218.549103 142.999946
  2765. L 219.885905 140.298679
  2766. L 220.554306 142.789442
  2767. L 221.222707 142.863222
  2768. L 222.559509 143.87942
  2769. L 223.227911 142.958154
  2770. L 223.896312 143.475095
  2771. L 224.564713 144.950477
  2772. L 225.233114 145.173434
  2773. L 225.901515 144.333726
  2774. L 226.569916 142.658244
  2775. L 227.906718 141.412809
  2776. L 228.575119 141.164484
  2777. L 229.24352 142.728343
  2778. L 229.911921 143.812249
  2779. L 230.580322 143.85682
  2780. L 231.248723 142.874109
  2781. L 231.917124 143.11688
  2782. L 232.585525 142.117907
  2783. L 233.253926 141.957841
  2784. L 233.922327 142.586297
  2785. L 234.590728 143.522646
  2786. L 235.25913 142.916837
  2787. L 235.927531 144.076276
  2788. L 236.595932 144.83679
  2789. L 237.264333 144.425324
  2790. L 237.932734 144.539542
  2791. L 238.601135 143.730034
  2792. L 239.937937 143.213512
  2793. L 240.606338 143.516592
  2794. L 241.274739 144.521836
  2795. L 241.94314 142.865928
  2796. L 243.279942 144.028816
  2797. L 243.948343 143.024425
  2798. L 244.616744 143.51113
  2799. L 245.285145 144.415826
  2800. L 245.953546 143.991426
  2801. L 246.621947 144.410761
  2802. L 247.290349 144.359281
  2803. L 247.95875 143.65063
  2804. L 248.627151 144.56275
  2805. L 249.295552 144.214004
  2806. L 249.963953 144.617849
  2807. L 250.632354 143.479562
  2808. L 251.300755 143.962311
  2809. L 251.969156 143.991564
  2810. L 252.637557 144.648337
  2811. L 253.305958 143.884787
  2812. L 253.974359 143.484474
  2813. L 254.64276 144.595579
  2814. L 255.311161 144.414376
  2815. L 255.979562 144.878307
  2816. L 256.647963 144.958557
  2817. L 257.316364 143.728807
  2818. L 257.984765 143.835079
  2819. L 259.321568 141.078612
  2820. L 259.989969 142.398428
  2821. L 260.65837 142.334961
  2822. L 261.326771 142.048485
  2823. L 261.995172 142.649909
  2824. L 262.663573 143.86608
  2825. L 263.331974 143.457322
  2826. L 264.000375 144.709483
  2827. L 264.668776 145.228771
  2828. L 265.337177 143.417743
  2829. L 266.005578 144.876503
  2830. L 266.673979 145.697174
  2831. L 268.010781 143.148439
  2832. L 268.679182 142.949941
  2833. L 269.347583 141.024151
  2834. L 270.015984 142.570565
  2835. L 271.352787 143.92428
  2836. L 272.021188 143.525279
  2837. L 272.689589 142.463353
  2838. L 273.35799 143.489219
  2839. L 274.026391 143.610706
  2840. L 274.694792 143.291019
  2841. L 275.363193 143.232726
  2842. L 276.031594 144.063092
  2843. L 276.699995 143.834489
  2844. L 277.368396 144.299803
  2845. L 278.036797 135.649967
  2846. L 278.705198 143.179701
  2847. L 279.373599 141.079065
  2848. L 280.042 143.470016
  2849. L 280.710401 140.822831
  2850. L 281.378802 141.466732
  2851. L 282.715604 142.058917
  2852. L 283.384006 142.157612
  2853. L 284.052407 144.570084
  2854. L 285.389209 145.222547
  2855. L 286.05761 144.570668
  2856. L 286.726011 143.53479
  2857. L 287.394412 143.762254
  2858. L 288.062813 141.782453
  2859. L 288.731214 141.122323
  2860. L 289.399615 141.587286
  2861. L 290.068016 143.017282
  2862. L 290.736417 141.440364
  2863. L 291.404818 141.571923
  2864. L 292.073219 137.917376
  2865. L 292.74162 141.385771
  2866. L 293.410021 142.969134
  2867. L 294.078422 143.908421
  2868. L 294.746823 144.454827
  2869. L 296.083626 143.698365
  2870. L 296.752027 142.011193
  2871. L 297.420428 141.798612
  2872. L 298.088829 141.253086
  2873. L 298.75723 142.147005
  2874. L 299.425631 139.745077
  2875. L 300.094032 141.16257
  2876. L 300.762433 142.902281
  2877. L 301.430834 145.176149
  2878. L 302.099235 144.955027
  2879. L 303.436037 143.248089
  2880. L 304.104438 142.571803
  2881. L 304.772839 143.689216
  2882. L 306.109641 142.039378
  2883. L 306.778042 144.055342
  2884. L 307.446444 144.894766
  2885. L 308.114845 144.713827
  2886. L 308.783246 144.682102
  2887. L 309.451647 144.033129
  2888. L 310.120048 141.695071
  2889. L 310.788449 125.986058
  2890. L 311.45685 136.964475
  2891. L 312.125251 140.368314
  2892. L 312.793652 142.387904
  2893. L 313.462053 140.951478
  2894. L 314.130454 142.165913
  2895. L 314.798855 141.241594
  2896. L 315.467256 143.666794
  2897. L 316.135657 141.478801
  2898. L 316.804058 145.190388
  2899. L 317.472459 144.313761
  2900. L 318.14086 143.918263
  2901. L 318.809261 142.749842
  2902. L 319.477663 143.710294
  2903. L 320.146064 144.404853
  2904. L 320.814465 145.333249
  2905. L 321.482866 143.217363
  2906. L 322.151267 144.602619
  2907. L 322.819668 143.507437
  2908. L 323.488069 142.754684
  2909. L 324.15647 141.608131
  2910. L 324.824871 140.215256
  2911. L 325.493272 140.282386
  2912. L 326.161673 139.859922
  2913. L 326.830074 141.475138
  2914. L 327.498475 141.448928
  2915. L 328.166876 142.101239
  2916. L 328.835277 144.203011
  2917. L 329.503678 142.053272
  2918. L 330.172079 142.556413
  2919. L 330.84048 141.907823
  2920. L 331.508882 142.155773
  2921. L 332.177283 142.632003
  2922. L 332.845684 141.205378
  2923. L 333.514085 141.477924
  2924. L 334.182486 143.206316
  2925. L 334.850887 142.804552
  2926. L 335.519288 142.730642
  2927. L 336.187689 143.54697
  2928. L 336.85609 144.652236
  2929. L 338.192892 143.467517
  2930. L 338.861293 142.146635
  2931. L 339.529694 142.518126
  2932. L 340.198095 141.473585
  2933. L 340.866496 140.861384
  2934. L 341.534897 142.062557
  2935. L 342.203298 142.754206
  2936. L 342.871699 132.92828
  2937. L 344.208502 137.872186
  2938. L 344.876903 141.905015
  2939. L 345.545304 140.491196
  2940. L 346.213705 142.33266
  2941. L 346.882106 137.898308
  2942. L 347.550507 143.907264
  2943. L 348.218908 142.176863
  2944. L 348.887309 140.803322
  2945. L 349.55571 143.100575
  2946. L 350.224111 144.334608
  2947. L 350.892512 143.460627
  2948. L 351.560913 144.197463
  2949. L 352.229314 144.321778
  2950. L 352.897715 143.680453
  2951. L 353.566116 144.272271
  2952. L 354.234517 142.753977
  2953. L 354.902918 142.703751
  2954. L 355.57132 140.377377
  2955. L 356.239721 141.521839
  2956. L 356.908122 142.413037
  2957. L 357.576523 144.308816
  2958. L 358.244924 144.444364
  2959. L 358.913325 139.338032
  2960. L 359.581726 139.607561
  2961. L 360.250127 141.009708
  2962. L 360.918528 140.063617
  2963. L 361.586929 142.141476
  2964. L 362.25533 141.043497
  2965. L 362.923731 142.801652
  2966. L 363.592132 142.382119
  2967. L 364.260533 141.219243
  2968. L 364.928934 142.195754
  2969. L 365.597335 140.898889
  2970. L 366.265736 141.221987
  2971. L 366.934137 143.652193
  2972. L 367.602539 143.404665
  2973. L 368.27094 143.894653
  2974. L 368.939341 143.439379
  2975. L 369.607742 142.34194
  2976. L 370.276143 142.059591
  2977. L 370.944544 143.536858
  2978. L 371.612945 143.905021
  2979. L 372.281346 139.997552
  2980. L 372.281346 139.997552
  2981. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  2982. </g>
  2983. <g id="text_13">
  2984. <g id="patch_15">
  2985. <path d="M 18.697188 136.637868
  2986. L 29.458438 136.637868
  2987. Q 31.858438 136.637868 31.858438 134.237868
  2988. L 31.858438 126.495368
  2989. Q 31.858438 124.095368 29.458438 124.095368
  2990. L 18.697188 124.095368
  2991. Q 16.297188 124.095368 16.297188 126.495368
  2992. L 16.297188 134.237868
  2993. Q 16.297188 136.637868 18.697188 136.637868
  2994. z
  2995. " style="fill:#ffffff;opacity:0.8;"/>
  2996. </g>
  2997. <!-- FD -->
  2998. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  2999. <use xlink:href="#DejaVuSans-46"/>
  3000. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  3001. </g>
  3002. </g>
  3003. <g id="text_14">
  3004. <g id="patch_16">
  3005. <path d="M 290.289663 133.502243
  3006. L 365.209663 133.502243
  3007. Q 366.409663 133.502243 366.409663 132.302243
  3008. L 366.409663 128.430993
  3009. Q 366.409663 127.230993 365.209663 127.230993
  3010. L 290.289663 127.230993
  3011. Q 289.089663 127.230993 289.089663 128.430993
  3012. L 289.089663 132.302243
  3013. Q 289.089663 133.502243 290.289663 133.502243
  3014. z
  3015. " style="fill:#ffffff;opacity:0.8;"/>
  3016. </g>
  3017. <!-- max: 0.768 $\bullet$ mean: 0.123 $\bullet$ $\sigma$: 0.078 -->
  3018. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  3019. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3020. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  3021. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  3022. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3023. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  3024. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-30"/>
  3025. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3026. <use transform="translate(378.650391 0.78125)" xlink:href="#DejaVuSans-37"/>
  3027. <use transform="translate(442.273438 0.78125)" xlink:href="#DejaVuSans-36"/>
  3028. <use transform="translate(505.896484 0.78125)" xlink:href="#DejaVuSans-38"/>
  3029. <use transform="translate(569.519531 0.78125)" xlink:href="#DejaVuSans-20"/>
  3030. <use transform="translate(601.306641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3031. <use transform="translate(663.904297 0.78125)" xlink:href="#DejaVuSans-20"/>
  3032. <use transform="translate(695.691406 0.78125)" xlink:href="#DejaVuSans-6d"/>
  3033. <use transform="translate(793.103516 0.78125)" xlink:href="#DejaVuSans-65"/>
  3034. <use transform="translate(854.626953 0.78125)" xlink:href="#DejaVuSans-61"/>
  3035. <use transform="translate(915.90625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  3036. <use transform="translate(979.285156 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3037. <use transform="translate(1012.976562 0.78125)" xlink:href="#DejaVuSans-20"/>
  3038. <use transform="translate(1044.763672 0.78125)" xlink:href="#DejaVuSans-30"/>
  3039. <use transform="translate(1108.386719 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3040. <use transform="translate(1140.173828 0.78125)" xlink:href="#DejaVuSans-31"/>
  3041. <use transform="translate(1203.796875 0.78125)" xlink:href="#DejaVuSans-32"/>
  3042. <use transform="translate(1267.419922 0.78125)" xlink:href="#DejaVuSans-33"/>
  3043. <use transform="translate(1331.042969 0.78125)" xlink:href="#DejaVuSans-20"/>
  3044. <use transform="translate(1362.830078 0.78125)" xlink:href="#DejaVuSans-2219"/>
  3045. <use transform="translate(1425.427734 0.78125)" xlink:href="#DejaVuSans-20"/>
  3046. <use transform="translate(1457.214844 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  3047. <use transform="translate(1520.59375 0.78125)" xlink:href="#DejaVuSans-3a"/>
  3048. <use transform="translate(1554.285156 0.78125)" xlink:href="#DejaVuSans-20"/>
  3049. <use transform="translate(1586.072266 0.78125)" xlink:href="#DejaVuSans-30"/>
  3050. <use transform="translate(1649.695312 0.78125)" xlink:href="#DejaVuSans-2e"/>
  3051. <use transform="translate(1681.482422 0.78125)" xlink:href="#DejaVuSans-30"/>
  3052. <use transform="translate(1745.105469 0.78125)" xlink:href="#DejaVuSans-37"/>
  3053. <use transform="translate(1808.728516 0.78125)" xlink:href="#DejaVuSans-38"/>
  3054. </g>
  3055. </g>
  3056. <g id="text_15">
  3057. <!-- 0.23 -->
  3058. <g style="fill:#d3d3d3;" transform="translate(11.0175 140.663172)scale(0.03 -0.03)">
  3059. <use xlink:href="#DejaVuSans-30"/>
  3060. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3061. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  3062. <use x="159.033203" xlink:href="#DejaVuSans-33"/>
  3063. </g>
  3064. </g>
  3065. </g>
  3066. <g id="axes_6">
  3067. <g id="patch_17">
  3068. <path d="M 15.161346 278.112
  3069. L 18.697188 278.112
  3070. L 18.697188 150.37824
  3071. L 15.161346 150.37824
  3072. z
  3073. " style="fill:#ffffff;"/>
  3074. </g>
  3075. <g clip-path="url(#p9820a52526)">
  3076. <image height="950" id="image5d5f6aa6b4" transform="matrix(4 0 0 0.134737 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  3077. iVBORw0KGgoAAAANSUhEUgAAAAEAAAO2CAYAAAApMv3ZAAAABHNCSVQICAgIfAhkiAAAAENJREFUWIXt17ERABAUBNEbkSoYEYmGNKIxtYh1QhOCz2zy4k1XsY/tJAkAAAAAwBTLNwsZd6gpWMj4Cc1cWBkAgCc5bkgNhLhMlpgAAAAASUVORK5CYII="/>
  3078. </g>
  3079. <g id="matplotlib.axis_11"/>
  3080. <g id="matplotlib.axis_12"/>
  3081. </g>
  3082. <g id="axes_7">
  3083. <g id="patch_18">
  3084. <path d="M 18.697188 278.112
  3085. L 372.281346 278.112
  3086. L 372.281346 150.37824
  3087. L 18.697188 150.37824
  3088. z
  3089. " style="fill:#ffffff;"/>
  3090. </g>
  3091. <g clip-path="url(#p4d3671b019)">
  3092. <image height="128.16" id="image9fa6c1806e" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  3093. 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" y="-149.952"/>
  3094. </g>
  3095. <g id="matplotlib.axis_13">
  3096. <g id="xtick_26">
  3097. <g id="line2d_11">
  3098. <defs>
  3099. <path d="M 0 0
  3100. L 0 4.8
  3101. " id="m3eba0fee53" style="stroke:#262626;"/>
  3102. </defs>
  3103. <g>
  3104. <use style="fill:#262626;stroke:#262626;" x="19.030757" xlink:href="#m3eba0fee53" y="278.112"/>
  3105. </g>
  3106. </g>
  3107. <g id="text_16">
  3108. <!-- 0.00 -->
  3109. <g style="fill:#262626;" transform="translate(13.464351 290.211219)scale(0.05 -0.05)">
  3110. <use xlink:href="#DejaVuSans-30"/>
  3111. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  3112. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  3113. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3114. </g>
  3115. </g>
  3116. </g>
  3117. <g id="xtick_27">
  3118. <g id="line2d_12">
  3119. <g>
  3120. <use style="fill:#262626;stroke:#262626;" x="89.747589" xlink:href="#m3eba0fee53" y="278.112"/>
  3121. </g>
  3122. </g>
  3123. <g id="text_17">
  3124. <!-- 106.00 -->
  3125. <g style="fill:#262626;" transform="translate(80.999933 290.211219)scale(0.05 -0.05)">
  3126. <use xlink:href="#DejaVuSans-31"/>
  3127. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3128. <use x="127.246094" xlink:href="#DejaVuSans-36"/>
  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_28">
  3136. <g id="line2d_13">
  3137. <g>
  3138. <use style="fill:#262626;stroke:#262626;" x="160.464421" xlink:href="#m3eba0fee53" y="278.112"/>
  3139. </g>
  3140. </g>
  3141. <g id="text_18">
  3142. <!-- 212.00 -->
  3143. <g style="fill:#262626;" transform="translate(151.716765 290.211219)scale(0.05 -0.05)">
  3144. <use xlink:href="#DejaVuSans-32"/>
  3145. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3146. <use x="127.246094" xlink:href="#DejaVuSans-32"/>
  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_29">
  3154. <g id="line2d_14">
  3155. <g>
  3156. <use style="fill:#262626;stroke:#262626;" x="231.181253" xlink:href="#m3eba0fee53" y="278.112"/>
  3157. </g>
  3158. </g>
  3159. <g id="text_19">
  3160. <!-- 318.00 -->
  3161. <g style="fill:#262626;" transform="translate(222.433596 290.211219)scale(0.05 -0.05)">
  3162. <use xlink:href="#DejaVuSans-33"/>
  3163. <use x="63.623047" xlink:href="#DejaVuSans-31"/>
  3164. <use x="127.246094" xlink:href="#DejaVuSans-38"/>
  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="xtick_30">
  3172. <g id="line2d_15">
  3173. <g>
  3174. <use style="fill:#262626;stroke:#262626;" x="301.898084" xlink:href="#m3eba0fee53" y="278.112"/>
  3175. </g>
  3176. </g>
  3177. <g id="text_20">
  3178. <!-- 424.00 -->
  3179. <g style="fill:#262626;" transform="translate(293.150428 290.211219)scale(0.05 -0.05)">
  3180. <use xlink:href="#DejaVuSans-34"/>
  3181. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  3182. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  3183. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3184. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3185. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3186. </g>
  3187. </g>
  3188. </g>
  3189. <g id="text_21">
  3190. <!-- time (s) -->
  3191. <defs>
  3192. <path d="M 18.3125 70.21875
  3193. L 18.3125 54.6875
  3194. L 36.8125 54.6875
  3195. L 36.8125 47.703125
  3196. L 18.3125 47.703125
  3197. L 18.3125 18.015625
  3198. Q 18.3125 11.328125 20.140625 9.421875
  3199. Q 21.96875 7.515625 27.59375 7.515625
  3200. L 36.8125 7.515625
  3201. L 36.8125 0
  3202. L 27.59375 0
  3203. Q 17.1875 0 13.234375 3.875
  3204. Q 9.28125 7.765625 9.28125 18.015625
  3205. L 9.28125 47.703125
  3206. L 2.6875 47.703125
  3207. L 2.6875 54.6875
  3208. L 9.28125 54.6875
  3209. L 9.28125 70.21875
  3210. z
  3211. " id="DejaVuSans-74"/>
  3212. <path d="M 9.421875 54.6875
  3213. L 18.40625 54.6875
  3214. L 18.40625 0
  3215. L 9.421875 0
  3216. z
  3217. M 9.421875 75.984375
  3218. L 18.40625 75.984375
  3219. L 18.40625 64.59375
  3220. L 9.421875 64.59375
  3221. z
  3222. " id="DejaVuSans-69"/>
  3223. <path d="M 31 75.875
  3224. Q 24.46875 64.65625 21.28125 53.65625
  3225. Q 18.109375 42.671875 18.109375 31.390625
  3226. Q 18.109375 20.125 21.3125 9.0625
  3227. Q 24.515625 -2 31 -13.1875
  3228. L 23.1875 -13.1875
  3229. Q 15.875 -1.703125 12.234375 9.375
  3230. Q 8.59375 20.453125 8.59375 31.390625
  3231. Q 8.59375 42.28125 12.203125 53.3125
  3232. Q 15.828125 64.359375 23.1875 75.875
  3233. z
  3234. " id="DejaVuSans-28"/>
  3235. <path d="M 44.28125 53.078125
  3236. L 44.28125 44.578125
  3237. Q 40.484375 46.53125 36.375 47.5
  3238. Q 32.28125 48.484375 27.875 48.484375
  3239. Q 21.1875 48.484375 17.84375 46.4375
  3240. Q 14.5 44.390625 14.5 40.28125
  3241. Q 14.5 37.15625 16.890625 35.375
  3242. Q 19.28125 33.59375 26.515625 31.984375
  3243. L 29.59375 31.296875
  3244. Q 39.15625 29.25 43.1875 25.515625
  3245. Q 47.21875 21.78125 47.21875 15.09375
  3246. Q 47.21875 7.46875 41.1875 3.015625
  3247. Q 35.15625 -1.421875 24.609375 -1.421875
  3248. Q 20.21875 -1.421875 15.453125 -0.5625
  3249. Q 10.6875 0.296875 5.421875 2
  3250. L 5.421875 11.28125
  3251. Q 10.40625 8.6875 15.234375 7.390625
  3252. Q 20.0625 6.109375 24.8125 6.109375
  3253. Q 31.15625 6.109375 34.5625 8.28125
  3254. Q 37.984375 10.453125 37.984375 14.40625
  3255. Q 37.984375 18.0625 35.515625 20.015625
  3256. Q 33.0625 21.96875 24.703125 23.78125
  3257. L 21.578125 24.515625
  3258. Q 13.234375 26.265625 9.515625 29.90625
  3259. Q 5.8125 33.546875 5.8125 39.890625
  3260. Q 5.8125 47.609375 11.28125 51.796875
  3261. Q 16.75 56 26.8125 56
  3262. Q 31.78125 56 36.171875 55.265625
  3263. Q 40.578125 54.546875 44.28125 53.078125
  3264. z
  3265. " id="DejaVuSans-73"/>
  3266. <path d="M 8.015625 75.875
  3267. L 15.828125 75.875
  3268. Q 23.140625 64.359375 26.78125 53.3125
  3269. Q 30.421875 42.28125 30.421875 31.390625
  3270. Q 30.421875 20.453125 26.78125 9.375
  3271. Q 23.140625 -1.703125 15.828125 -13.1875
  3272. L 8.015625 -13.1875
  3273. Q 14.5 -2 17.703125 9.0625
  3274. Q 20.90625 20.125 20.90625 31.390625
  3275. Q 20.90625 42.671875 17.703125 53.65625
  3276. Q 14.5 64.65625 8.015625 75.875
  3277. z
  3278. " id="DejaVuSans-29"/>
  3279. </defs>
  3280. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3281. <use xlink:href="#DejaVuSans-74"/>
  3282. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3283. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3284. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3285. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3286. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3287. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3288. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3289. </g>
  3290. </g>
  3291. </g>
  3292. <g id="matplotlib.axis_14"/>
  3293. </g>
  3294. </g>
  3295. <defs>
  3296. <clipPath id="pe575f25bd1">
  3297. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3298. </clipPath>
  3299. <clipPath id="pb6aef1edc6">
  3300. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3301. </clipPath>
  3302. <clipPath id="p7ecb07f5c9">
  3303. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3304. </clipPath>
  3305. <clipPath id="pb047c647ee">
  3306. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3307. </clipPath>
  3308. <clipPath id="p33cf31c183">
  3309. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3310. </clipPath>
  3311. <clipPath id="p9820a52526">
  3312. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3313. </clipPath>
  3314. <clipPath id="p4d3671b019">
  3315. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3316. </clipPath>
  3317. </defs>
  3318. </svg>