sub-tb2994_task-story_run-2_carpetplot.svg 411 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296129712981299130013011302130313041305130613071308130913101311131213131314131513161317131813191320132113221323132413251326132713281329133013311332133313341335133613371338133913401341134213431344134513461347134813491350135113521353135413551356135713581359136013611362136313641365136613671368136913701371137213731374137513761377137813791380138113821383138413851386138713881389139013911392139313941395139613971398139914001401140214031404140514061407140814091410141114121413141414151416141714181419142014211422142314241425142614271428142914301431143214331434143514361437143814391440144114421443144414451446144714481449145014511452145314541455145614571458145914601461146214631464146514661467146814691470147114721473147414751476147714781479148014811482148314841485148614871488148914901491149214931494149514961497149814991500150115021503150415051506150715081509151015111512151315141515151615171518151915201521152215231524152515261527152815291530153115321533153415351536153715381539154015411542154315441545154615471548154915501551155215531554155515561557155815591560156115621563156415651566156715681569157015711572157315741575157615771578157915801581158215831584158515861587158815891590159115921593159415951596159715981599160016011602160316041605160616071608160916101611161216131614161516161617161816191620162116221623162416251626162716281629163016311632163316341635163616371638163916401641164216431644164516461647164816491650165116521653165416551656165716581659166016611662166316641665166616671668166916701671167216731674167516761677167816791680168116821683168416851686168716881689169016911692169316941695169616971698169917001701170217031704170517061707170817091710171117121713171417151716171717181719172017211722172317241725172617271728172917301731173217331734173517361737173817391740174117421743174417451746174717481749175017511752175317541755175617571758175917601761176217631764176517661767176817691770177117721773177417751776177717781779178017811782178317841785178617871788178917901791179217931794179517961797179817991800180118021803180418051806180718081809181018111812181318141815181618171818181918201821182218231824182518261827182818291830183118321833183418351836183718381839184018411842184318441845184618471848184918501851185218531854185518561857185818591860186118621863186418651866186718681869187018711872187318741875187618771878187918801881188218831884188518861887188818891890189118921893189418951896189718981899190019011902190319041905190619071908190919101911191219131914191519161917191819191920192119221923192419251926192719281929193019311932193319341935193619371938193919401941194219431944194519461947194819491950195119521953195419551956195719581959196019611962196319641965196619671968196919701971197219731974197519761977197819791980198119821983198419851986198719881989199019911992199319941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025202620272028202920302031203220332034203520362037203820392040204120422043204420452046204720482049205020512052205320542055205620572058205920602061206220632064206520662067206820692070207120722073207420752076207720782079208020812082208320842085208620872088208920902091209220932094209520962097209820992100210121022103210421052106210721082109211021112112211321142115211621172118211921202121212221232124212521262127212821292130213121322133213421352136213721382139214021412142214321442145214621472148214921502151215221532154215521562157215821592160216121622163216421652166216721682169217021712172217321742175217621772178217921802181218221832184218521862187218821892190219121922193219421952196219721982199220022012202220322042205220622072208220922102211221222132214221522162217221822192220222122222223222422252226222722282229223022312232223322342235223622372238223922402241224222432244224522462247224822492250225122522253225422552256225722582259226022612262226322642265226622672268226922702271227222732274227522762277227822792280228122822283228422852286228722882289229022912292229322942295229622972298229923002301230223032304230523062307230823092310231123122313231423152316231723182319232023212322232323242325232623272328232923302331233223332334233523362337233823392340234123422343234423452346234723482349235023512352235323542355235623572358235923602361236223632364236523662367236823692370237123722373237423752376237723782379238023812382238323842385238623872388238923902391239223932394239523962397239823992400240124022403240424052406240724082409241024112412241324142415241624172418241924202421242224232424242524262427242824292430243124322433243424352436243724382439244024412442244324442445244624472448244924502451245224532454245524562457245824592460246124622463246424652466246724682469247024712472247324742475247624772478247924802481248224832484248524862487248824892490249124922493249424952496249724982499250025012502250325042505250625072508250925102511251225132514251525162517251825192520252125222523252425252526252725282529253025312532253325342535253625372538253925402541254225432544254525462547254825492550255125522553255425552556255725582559256025612562256325642565256625672568256925702571257225732574257525762577257825792580258125822583258425852586258725882589259025912592259325942595259625972598259926002601260226032604260526062607260826092610261126122613261426152616261726182619262026212622262326242625262626272628262926302631263226332634263526362637263826392640264126422643264426452646264726482649265026512652265326542655265626572658265926602661266226632664266526662667266826692670267126722673267426752676267726782679268026812682268326842685268626872688268926902691269226932694269526962697269826992700270127022703270427052706270727082709271027112712271327142715271627172718271927202721272227232724272527262727272827292730273127322733273427352736273727382739274027412742274327442745274627472748274927502751275227532754275527562757275827592760276127622763276427652766276727682769277027712772277327742775277627772778277927802781278227832784278527862787278827892790279127922793279427952796279727982799280028012802280328042805280628072808280928102811281228132814281528162817281828192820282128222823282428252826282728282829283028312832283328342835283628372838283928402841284228432844284528462847284828492850285128522853285428552856285728582859286028612862286328642865286628672868286928702871287228732874287528762877287828792880288128822883288428852886288728882889289028912892289328942895289628972898289929002901290229032904290529062907290829092910291129122913291429152916291729182919292029212922292329242925292629272928292929302931293229332934293529362937293829392940294129422943294429452946294729482949295029512952295329542955295629572958295929602961296229632964296529662967296829692970297129722973297429752976297729782979298029812982298329842985298629872988298929902991299229932994299529962997299829993000300130023003300430053006300730083009301030113012301330143015301630173018301930203021302230233024302530263027302830293030303130323033303430353036303730383039304030413042304330443045304630473048304930503051305230533054305530563057305830593060306130623063306430653066306730683069307030713072307330743075307630773078307930803081308230833084308530863087308830893090309130923093309430953096309730983099310031013102310331043105310631073108310931103111311231133114311531163117311831193120312131223123312431253126312731283129313031313132313331343135313631373138313931403141314231433144314531463147314831493150315131523153315431553156315731583159316031613162316331643165316631673168316931703171317231733174317531763177317831793180318131823183318431853186318731883189319031913192319331943195319631973198319932003201320232033204320532063207320832093210
  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 0 387.055603 309.883863" width="387.055603pt" 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 387.055603 309.883863
  15. L 387.055603 0
  16. L 0 0
  17. z
  18. " style="fill:#ffffff;"/>
  19. </g>
  20. <g id="axes_1">
  21. <g id="patch_2">
  22. <path d="M 18.697188 37.546752
  23. L 372.281346 37.546752
  24. L 372.281346 12
  25. L 18.697188 12
  26. z
  27. " style="fill:#ffffff;"/>
  28. </g>
  29. <g id="matplotlib.axis_1">
  30. <g id="xtick_1"/>
  31. <g id="xtick_2"/>
  32. <g id="xtick_3"/>
  33. <g id="xtick_4"/>
  34. <g id="xtick_5"/>
  35. <g id="xtick_6"/>
  36. </g>
  37. <g id="matplotlib.axis_2"/>
  38. <g id="line2d_1">
  39. <path clip-path="url(#p0acce4b8db)" d="M 18.697188 22.121562
  40. L 372.281346 22.121562
  41. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  42. </g>
  43. <g id="line2d_2">
  44. <path clip-path="url(#p0acce4b8db)" d="M 18.697188 21.882574
  45. L 19.481188 22.212278
  46. L 20.265188 22.297167
  47. L 21.049189 22.214212
  48. L 22.617189 22.296344
  49. L 23.40119 25.511444
  50. L 24.18519 22.098222
  51. L 28.105192 22.187845
  52. L 28.889192 22.11071
  53. L 32.025193 22.170121
  54. L 33.593194 22.121947
  55. L 34.377195 22.288968
  56. L 35.945195 22.335413
  57. L 36.729196 22.48145
  58. L 37.513196 22.100017
  59. L 38.297196 22.136723
  60. L 40.649197 22.011777
  61. L 41.433198 22.266807
  62. L 42.217198 22.186931
  63. L 43.001198 22.299175
  64. L 43.785199 22.085907
  65. L 44.569199 22.085396
  66. L 45.353199 22.263514
  67. L 46.1372 22.242201
  68. L 47.7052 22.520224
  69. L 51.625202 22.598692
  70. L 52.409203 22.473778
  71. L 53.193203 22.537947
  72. L 54.761204 22.393351
  73. L 55.545204 22.641136
  74. L 57.113205 22.447913
  75. L 57.897205 22.457833
  76. L 58.681205 22.285955
  77. L 60.249206 23.508634
  78. L 61.033206 22.525797
  79. L 62.601207 22.4103
  80. L 63.385208 22.283757
  81. L 64.169208 22.279558
  82. L 64.953208 22.103894
  83. L 66.521209 22.612835
  84. L 68.08921 22.458623
  85. L 69.65721 22.348864
  86. L 71.225211 22.45454
  87. L 74.361212 22.466032
  88. L 75.929213 22.436454
  89. L 76.713213 22.555926
  90. L 79.849215 22.41091
  91. L 82.201216 22.251635
  92. L 82.985216 22.296327
  93. L 83.769217 22.042581
  94. L 85.337217 22.341991
  95. L 86.121218 22.328457
  96. L 86.905218 22.50725
  97. L 87.689218 22.373338
  98. L 88.473219 22.505044
  99. L 91.60922 22.34004
  100. L 92.393221 22.262049
  101. L 93.961221 22.310429
  102. L 94.745222 22.357821
  103. L 95.529222 22.667282
  104. L 96.313222 22.672517
  105. L 97.097223 22.538309
  106. L 97.881223 22.575675
  107. L 100.233224 22.121091
  108. L 101.017224 22.128088
  109. L 102.585225 22.363213
  110. L 103.369225 22.243164
  111. L 104.937226 22.385407
  112. L 105.721226 22.24882
  113. L 106.505227 22.360735
  114. L 107.289227 23.138544
  115. L 108.073228 21.64167
  116. L 108.857228 21.36415
  117. L 110.425229 22.249594
  118. L 111.209229 22.244893
  119. L 111.993229 22.474165
  120. L 115.129231 22.625323
  121. L 115.913231 22.501998
  122. L 116.697231 22.515424
  123. L 118.265232 22.383431
  124. L 119.049232 22.579083
  125. L 120.617233 22.452399
  126. L 122.185234 22.613016
  127. L 122.969234 22.544467
  128. L 123.753235 22.623265
  129. L 124.537235 22.438676
  130. L 126.105236 22.536367
  131. L 126.889236 22.336747
  132. L 130.809238 22.526521
  133. L 131.593238 22.377973
  134. L 132.377238 22.467439
  135. L 136.29724 22.318422
  136. L 137.081241 22.444513
  137. L 137.865241 22.425571
  138. L 138.649241 22.216879
  139. L 139.433242 22.278044
  140. L 140.217242 22.16482
  141. L 141.001242 22.184404
  142. L 141.785243 22.347588
  143. L 142.569243 22.232043
  144. L 143.353243 22.257916
  145. L 144.137244 22.170434
  146. L 144.921244 23.098034
  147. L 145.705244 22.576408
  148. L 146.489245 22.20831
  149. L 147.273245 21.965323
  150. L 148.057245 22.08608
  151. L 148.841246 22.339826
  152. L 149.625246 22.290828
  153. L 150.409247 22.456203
  154. L 151.977247 22.368416
  155. L 153.545248 22.626599
  156. L 154.329248 22.545101
  157. L 155.113249 22.693015
  158. L 155.897249 22.714361
  159. L 156.681249 22.603516
  160. L 158.24925 22.699263
  161. L 159.03325 22.560701
  162. L 160.601251 22.560939
  163. L 161.385251 22.490094
  164. L 162.169252 22.61304
  165. L 162.953252 22.572942
  166. L 164.521253 22.340328
  167. L 165.305253 22.244366
  168. L 166.873254 22.352552
  169. L 167.657254 22.20859
  170. L 170.793256 22.475564
  171. L 172.361256 22.357401
  172. L 173.145257 22.452984
  173. L 176.281258 22.184379
  174. L 177.065258 22.303333
  175. L 178.633259 22.279073
  176. L 179.41726 22.32034
  177. L 180.20126 22.168228
  178. L 180.98526 22.193171
  179. L 182.553261 22.046368
  180. L 183.337261 22.25259
  181. L 186.473263 22.423999
  182. L 188.825264 22.373174
  183. L 189.609264 22.492457
  184. L 193.529266 22.344189
  185. L 194.313266 22.457281
  186. L 195.097267 22.386888
  187. L 195.881267 22.587192
  188. L 196.665267 22.586739
  189. L 197.449268 22.368695
  190. L 198.233268 22.533131
  191. L 199.801269 22.360274
  192. L 200.585269 22.42446
  193. L 201.369269 22.289758
  194. L 202.93727 22.518198
  195. L 203.72127 22.403213
  196. L 205.289271 22.464756
  197. L 206.857272 22.430988
  198. L 207.641272 22.462163
  199. L 208.425273 22.22349
  200. L 210.777274 22.32495
  201. L 211.561274 22.521154
  202. L 213.913275 22.59898
  203. L 214.697275 22.443105
  204. L 218.617277 22.586928
  205. L 219.401277 22.510831
  206. L 220.185278 22.598
  207. L 221.753278 22.262296
  208. L 223.321279 22.348667
  209. L 224.10528 22.312306
  210. L 224.88928 22.473383
  211. L 226.457281 22.415865
  212. L 227.241281 22.621709
  213. L 228.809282 22.364538
  214. L 230.377282 22.240975
  215. L 231.161283 22.420879
  216. L 235.081284 22.48243
  217. L 235.865285 22.522594
  218. L 236.649285 22.441245
  219. L 238.217286 22.563985
  220. L 239.001286 22.376187
  221. L 240.569287 22.506912
  222. L 241.353287 22.384904
  223. L 242.137288 22.485468
  224. L 243.705288 22.340385
  225. L 244.489289 22.541899
  226. L 246.057289 22.393235
  227. L 246.84129 22.593555
  228. L 247.62529 22.594963
  229. L 248.40929 22.384954
  230. L 249.977291 22.612415
  231. L 250.761291 22.520108
  232. L 251.545292 22.623363
  233. L 252.329292 22.512
  234. L 253.897293 22.677234
  235. L 254.681293 22.524899
  236. L 256.249294 22.554239
  237. L 257.033294 22.41617
  238. L 258.601295 22.564512
  239. L 259.385295 22.358265
  240. L 260.169296 22.336763
  241. L 260.953296 22.460689
  242. L 261.737296 22.379175
  243. L 263.305297 22.663421
  244. L 264.089297 22.516412
  245. L 265.657298 22.544969
  246. L 266.441298 26.359728
  247. L 267.225299 22.930404
  248. L 268.009299 22.858266
  249. L 269.5773 22.399681
  250. L 270.3613 22.339694
  251. L 271.145301 21.848567
  252. L 271.929301 22.279534
  253. L 272.713301 22.274833
  254. L 273.497302 22.480965
  255. L 274.281302 22.369379
  256. L 277.417303 22.570596
  257. L 278.201304 22.936158
  258. L 279.769304 22.007685
  259. L 280.553305 21.862183
  260. L 282.121306 22.378829
  261. L 282.905306 22.696942
  262. L 283.689306 24.987438
  263. L 284.473307 22.591645
  264. L 285.257307 23.305968
  265. L 286.041307 23.068966
  266. L 286.825308 22.463883
  267. L 287.609308 22.732965
  268. L 288.393308 22.563179
  269. L 290.745309 22.416409
  270. L 291.52931 22.618177
  271. L 293.09731 22.770817
  272. L 293.881311 22.919883
  273. L 295.449311 22.923604
  274. L 297.017312 22.961142
  275. L 301.721314 22.585323
  276. L 302.505315 22.667471
  277. L 303.289315 22.41915
  278. L 304.073315 22.333561
  279. L 308.777317 22.742268
  280. L 310.345318 22.693122
  281. L 311.129319 22.68489
  282. L 311.913319 22.367173
  283. L 312.697319 22.250013
  284. L 313.48132 22.333133
  285. L 314.26532 22.255858
  286. L 315.04932 22.515144
  287. L 315.833321 25.295755
  288. L 316.617321 22.522808
  289. L 318.185322 23.111255
  290. L 318.969322 22.991931
  291. L 321.321323 22.919891
  292. L 322.105323 22.778859
  293. L 325.241325 22.700745
  294. L 326.025325 22.813912
  295. L 326.809326 22.755884
  296. L 328.377326 22.928
  297. L 329.161327 22.88437
  298. L 329.945327 22.970683
  299. L 330.729327 22.859863
  300. L 332.297328 22.975137
  301. L 333.081328 22.673159
  302. L 337.00133 22.794533
  303. L 337.78533 22.620795
  304. L 339.353331 22.697477
  305. L 340.137332 22.564166
  306. L 340.921332 22.691673
  307. L 341.705332 22.618045
  308. L 342.489333 22.332721
  309. L 343.273333 22.481063
  310. L 344.057333 23.958806
  311. L 344.841334 23.108159
  312. L 345.625334 22.825148
  313. L 347.193335 22.596807
  314. L 348.761335 22.859147
  315. L 349.545336 22.775287
  316. L 350.329336 22.877554
  317. L 351.897337 22.601795
  318. L 352.681337 22.676716
  319. L 353.465337 22.542763
  320. L 357.385339 22.711792
  321. L 358.95334 22.850215
  322. L 359.73734 22.732554
  323. L 361.305341 22.784218
  324. L 362.089341 22.630896
  325. L 368.361344 22.715308
  326. L 369.929345 22.895804
  327. L 370.713345 22.760856
  328. L 372.281346 22.824103
  329. L 372.281346 22.824103
  330. " style="fill:none;stroke:#f77189;stroke-linecap:round;stroke-width:0.8;"/>
  331. </g>
  332. <g id="text_1">
  333. <g id="patch_3">
  334. <path d="M 18.697188 25.935276
  335. L 29.974688 25.935276
  336. Q 32.374688 25.935276 32.374688 23.535276
  337. L 32.374688 15.792776
  338. Q 32.374688 13.392776 29.974688 13.392776
  339. L 18.697188 13.392776
  340. Q 16.297188 13.392776 16.297188 15.792776
  341. L 16.297188 23.535276
  342. Q 16.297188 25.935276 18.697188 25.935276
  343. z
  344. " style="fill:#ffffff;opacity:0.8;"/>
  345. </g>
  346. <!-- GS -->
  347. <defs>
  348. <path d="M 59.515625 10.40625
  349. L 59.515625 29.984375
  350. L 43.40625 29.984375
  351. L 43.40625 38.09375
  352. L 69.28125 38.09375
  353. L 69.28125 6.78125
  354. Q 63.578125 2.734375 56.6875 0.65625
  355. Q 49.8125 -1.421875 42 -1.421875
  356. Q 24.90625 -1.421875 15.25 8.5625
  357. Q 5.609375 18.5625 5.609375 36.375
  358. Q 5.609375 54.25 15.25 64.234375
  359. Q 24.90625 74.21875 42 74.21875
  360. Q 49.125 74.21875 55.546875 72.453125
  361. Q 61.96875 70.703125 67.390625 67.28125
  362. L 67.390625 56.78125
  363. Q 61.921875 61.421875 55.765625 63.765625
  364. Q 49.609375 66.109375 42.828125 66.109375
  365. Q 29.4375 66.109375 22.71875 58.640625
  366. Q 16.015625 51.171875 16.015625 36.375
  367. Q 16.015625 21.625 22.71875 14.15625
  368. Q 29.4375 6.6875 42.828125 6.6875
  369. Q 48.046875 6.6875 52.140625 7.59375
  370. Q 56.25 8.5 59.515625 10.40625
  371. z
  372. " id="DejaVuSans-47"/>
  373. <path d="M 53.515625 70.515625
  374. L 53.515625 60.890625
  375. Q 47.90625 63.578125 42.921875 64.890625
  376. Q 37.9375 66.21875 33.296875 66.21875
  377. Q 25.25 66.21875 20.875 63.09375
  378. Q 16.5 59.96875 16.5 54.203125
  379. Q 16.5 49.359375 19.40625 46.890625
  380. Q 22.3125 44.4375 30.421875 42.921875
  381. L 36.375 41.703125
  382. Q 47.40625 39.59375 52.65625 34.296875
  383. Q 57.90625 29 57.90625 20.125
  384. Q 57.90625 9.515625 50.796875 4.046875
  385. Q 43.703125 -1.421875 29.984375 -1.421875
  386. Q 24.8125 -1.421875 18.96875 -0.25
  387. Q 13.140625 0.921875 6.890625 3.21875
  388. L 6.890625 13.375
  389. Q 12.890625 10.015625 18.65625 8.296875
  390. Q 24.421875 6.59375 29.984375 6.59375
  391. Q 38.421875 6.59375 43.015625 9.90625
  392. Q 47.609375 13.234375 47.609375 19.390625
  393. Q 47.609375 24.75 44.3125 27.78125
  394. Q 41.015625 30.8125 33.5 32.328125
  395. L 27.484375 33.5
  396. Q 16.453125 35.6875 11.515625 40.375
  397. Q 6.59375 45.0625 6.59375 53.421875
  398. Q 6.59375 63.09375 13.40625 68.65625
  399. Q 20.21875 74.21875 32.171875 74.21875
  400. Q 37.3125 74.21875 42.625 73.28125
  401. Q 47.953125 72.359375 53.515625 70.515625
  402. z
  403. " id="DejaVuSans-53"/>
  404. </defs>
  405. <g style="fill:#f77189;" transform="translate(18.697188 21.871526)scale(0.08 -0.08)">
  406. <use xlink:href="#DejaVuSans-47"/>
  407. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  408. </g>
  409. </g>
  410. <g id="text_2">
  411. <g id="patch_4">
  412. <path d="M 280.129663 22.799651
  413. L 365.209663 22.799651
  414. Q 366.409663 22.799651 366.409663 21.599651
  415. L 366.409663 17.728401
  416. Q 366.409663 16.528401 365.209663 16.528401
  417. L 280.129663 16.528401
  418. Q 278.929663 16.528401 278.929663 17.728401
  419. L 278.929663 21.599651
  420. Q 278.929663 22.799651 280.129663 22.799651
  421. z
  422. " style="fill:#ffffff;opacity:0.8;"/>
  423. </g>
  424. <!-- max: 347.143 $\bullet$ mean: 342.899 $\bullet$ $\sigma$: 1.414 -->
  425. <defs>
  426. <path d="M 52 44.1875
  427. Q 55.375 50.25 60.0625 53.125
  428. Q 64.75 56 71.09375 56
  429. Q 79.640625 56 84.28125 50.015625
  430. Q 88.921875 44.046875 88.921875 33.015625
  431. L 88.921875 0
  432. L 79.890625 0
  433. L 79.890625 32.71875
  434. Q 79.890625 40.578125 77.09375 44.375
  435. Q 74.3125 48.1875 68.609375 48.1875
  436. Q 61.625 48.1875 57.5625 43.546875
  437. Q 53.515625 38.921875 53.515625 30.90625
  438. L 53.515625 0
  439. L 44.484375 0
  440. L 44.484375 32.71875
  441. Q 44.484375 40.625 41.703125 44.40625
  442. Q 38.921875 48.1875 33.109375 48.1875
  443. Q 26.21875 48.1875 22.15625 43.53125
  444. Q 18.109375 38.875 18.109375 30.90625
  445. L 18.109375 0
  446. L 9.078125 0
  447. L 9.078125 54.6875
  448. L 18.109375 54.6875
  449. L 18.109375 46.1875
  450. Q 21.1875 51.21875 25.484375 53.609375
  451. Q 29.78125 56 35.6875 56
  452. Q 41.65625 56 45.828125 52.96875
  453. Q 50 49.953125 52 44.1875
  454. z
  455. " id="DejaVuSans-6d"/>
  456. <path d="M 34.28125 27.484375
  457. Q 23.390625 27.484375 19.1875 25
  458. Q 14.984375 22.515625 14.984375 16.5
  459. Q 14.984375 11.71875 18.140625 8.90625
  460. Q 21.296875 6.109375 26.703125 6.109375
  461. Q 34.1875 6.109375 38.703125 11.40625
  462. Q 43.21875 16.703125 43.21875 25.484375
  463. L 43.21875 27.484375
  464. z
  465. M 52.203125 31.203125
  466. L 52.203125 0
  467. L 43.21875 0
  468. L 43.21875 8.296875
  469. Q 40.140625 3.328125 35.546875 0.953125
  470. Q 30.953125 -1.421875 24.3125 -1.421875
  471. Q 15.921875 -1.421875 10.953125 3.296875
  472. Q 6 8.015625 6 15.921875
  473. Q 6 25.140625 12.171875 29.828125
  474. Q 18.359375 34.515625 30.609375 34.515625
  475. L 43.21875 34.515625
  476. L 43.21875 35.40625
  477. Q 43.21875 41.609375 39.140625 45
  478. Q 35.0625 48.390625 27.6875 48.390625
  479. Q 23 48.390625 18.546875 47.265625
  480. Q 14.109375 46.140625 10.015625 43.890625
  481. L 10.015625 52.203125
  482. Q 14.9375 54.109375 19.578125 55.046875
  483. Q 24.21875 56 28.609375 56
  484. Q 40.484375 56 46.34375 49.84375
  485. Q 52.203125 43.703125 52.203125 31.203125
  486. z
  487. " id="DejaVuSans-61"/>
  488. <path d="M 54.890625 54.6875
  489. L 35.109375 28.078125
  490. L 55.90625 0
  491. L 45.3125 0
  492. L 29.390625 21.484375
  493. L 13.484375 0
  494. L 2.875 0
  495. L 24.125 28.609375
  496. L 4.6875 54.6875
  497. L 15.28125 54.6875
  498. L 29.78125 35.203125
  499. L 44.28125 54.6875
  500. z
  501. " id="DejaVuSans-78"/>
  502. <path d="M 11.71875 12.40625
  503. L 22.015625 12.40625
  504. L 22.015625 0
  505. L 11.71875 0
  506. z
  507. M 11.71875 51.703125
  508. L 22.015625 51.703125
  509. L 22.015625 39.3125
  510. L 11.71875 39.3125
  511. z
  512. " id="DejaVuSans-3a"/>
  513. <path id="DejaVuSans-20"/>
  514. <path d="M 40.578125 39.3125
  515. Q 47.65625 37.796875 51.625 33
  516. Q 55.609375 28.21875 55.609375 21.1875
  517. Q 55.609375 10.40625 48.1875 4.484375
  518. Q 40.765625 -1.421875 27.09375 -1.421875
  519. Q 22.515625 -1.421875 17.65625 -0.515625
  520. Q 12.796875 0.390625 7.625 2.203125
  521. L 7.625 11.71875
  522. Q 11.71875 9.328125 16.59375 8.109375
  523. Q 21.484375 6.890625 26.8125 6.890625
  524. Q 36.078125 6.890625 40.9375 10.546875
  525. Q 45.796875 14.203125 45.796875 21.1875
  526. Q 45.796875 27.640625 41.28125 31.265625
  527. Q 36.765625 34.90625 28.71875 34.90625
  528. L 20.21875 34.90625
  529. L 20.21875 43.015625
  530. L 29.109375 43.015625
  531. Q 36.375 43.015625 40.234375 45.921875
  532. Q 44.09375 48.828125 44.09375 54.296875
  533. Q 44.09375 59.90625 40.109375 62.90625
  534. Q 36.140625 65.921875 28.71875 65.921875
  535. Q 24.65625 65.921875 20.015625 65.03125
  536. Q 15.375 64.15625 9.8125 62.3125
  537. L 9.8125 71.09375
  538. Q 15.4375 72.65625 20.34375 73.4375
  539. Q 25.25 74.21875 29.59375 74.21875
  540. Q 40.828125 74.21875 47.359375 69.109375
  541. Q 53.90625 64.015625 53.90625 55.328125
  542. Q 53.90625 49.265625 50.4375 45.09375
  543. Q 46.96875 40.921875 40.578125 39.3125
  544. z
  545. " id="DejaVuSans-33"/>
  546. <path d="M 37.796875 64.3125
  547. L 12.890625 25.390625
  548. L 37.796875 25.390625
  549. z
  550. M 35.203125 72.90625
  551. L 47.609375 72.90625
  552. L 47.609375 25.390625
  553. L 58.015625 25.390625
  554. L 58.015625 17.1875
  555. L 47.609375 17.1875
  556. L 47.609375 0
  557. L 37.796875 0
  558. L 37.796875 17.1875
  559. L 4.890625 17.1875
  560. L 4.890625 26.703125
  561. z
  562. " id="DejaVuSans-34"/>
  563. <path d="M 8.203125 72.90625
  564. L 55.078125 72.90625
  565. L 55.078125 68.703125
  566. L 28.609375 0
  567. L 18.3125 0
  568. L 43.21875 64.59375
  569. L 8.203125 64.59375
  570. z
  571. " id="DejaVuSans-37"/>
  572. <path d="M 10.6875 12.40625
  573. L 21 12.40625
  574. L 21 0
  575. L 10.6875 0
  576. z
  577. " id="DejaVuSans-2e"/>
  578. <path d="M 12.40625 8.296875
  579. L 28.515625 8.296875
  580. L 28.515625 63.921875
  581. L 10.984375 60.40625
  582. L 10.984375 69.390625
  583. L 28.421875 72.90625
  584. L 38.28125 72.90625
  585. L 38.28125 8.296875
  586. L 54.390625 8.296875
  587. L 54.390625 0
  588. L 12.40625 0
  589. z
  590. " id="DejaVuSans-31"/>
  591. <path d="M 16.796875 31.34375
  592. Q 16.796875 37.40625 21.015625 41.578125
  593. Q 25.25 45.75 31.390625 45.75
  594. Q 37.453125 45.75 41.625 41.578125
  595. Q 45.796875 37.40625 45.796875 31.34375
  596. Q 45.796875 25.25 41.59375 21.046875
  597. Q 37.40625 16.84375 31.296875 16.84375
  598. Q 25.203125 16.84375 21 21.046875
  599. Q 16.796875 25.25 16.796875 31.34375
  600. z
  601. " id="DejaVuSans-2219"/>
  602. <path d="M 56.203125 29.59375
  603. L 56.203125 25.203125
  604. L 14.890625 25.203125
  605. Q 15.484375 15.921875 20.484375 11.0625
  606. Q 25.484375 6.203125 34.421875 6.203125
  607. Q 39.59375 6.203125 44.453125 7.46875
  608. Q 49.3125 8.734375 54.109375 11.28125
  609. L 54.109375 2.78125
  610. Q 49.265625 0.734375 44.1875 -0.34375
  611. Q 39.109375 -1.421875 33.890625 -1.421875
  612. Q 20.796875 -1.421875 13.15625 6.1875
  613. Q 5.515625 13.8125 5.515625 26.8125
  614. Q 5.515625 40.234375 12.765625 48.109375
  615. Q 20.015625 56 32.328125 56
  616. Q 43.359375 56 49.78125 48.890625
  617. Q 56.203125 41.796875 56.203125 29.59375
  618. z
  619. M 47.21875 32.234375
  620. Q 47.125 39.59375 43.09375 43.984375
  621. Q 39.0625 48.390625 32.421875 48.390625
  622. Q 24.90625 48.390625 20.390625 44.140625
  623. Q 15.875 39.890625 15.1875 32.171875
  624. z
  625. " id="DejaVuSans-65"/>
  626. <path d="M 54.890625 33.015625
  627. L 54.890625 0
  628. L 45.90625 0
  629. L 45.90625 32.71875
  630. Q 45.90625 40.484375 42.875 44.328125
  631. Q 39.84375 48.1875 33.796875 48.1875
  632. Q 26.515625 48.1875 22.3125 43.546875
  633. Q 18.109375 38.921875 18.109375 30.90625
  634. L 18.109375 0
  635. L 9.078125 0
  636. L 9.078125 54.6875
  637. L 18.109375 54.6875
  638. L 18.109375 46.1875
  639. Q 21.34375 51.125 25.703125 53.5625
  640. Q 30.078125 56 35.796875 56
  641. Q 45.21875 56 50.046875 50.171875
  642. Q 54.890625 44.34375 54.890625 33.015625
  643. z
  644. " id="DejaVuSans-6e"/>
  645. <path d="M 19.1875 8.296875
  646. L 53.609375 8.296875
  647. L 53.609375 0
  648. L 7.328125 0
  649. L 7.328125 8.296875
  650. Q 12.9375 14.109375 22.625 23.890625
  651. Q 32.328125 33.6875 34.8125 36.53125
  652. Q 39.546875 41.84375 41.421875 45.53125
  653. Q 43.3125 49.21875 43.3125 52.78125
  654. Q 43.3125 58.59375 39.234375 62.25
  655. Q 35.15625 65.921875 28.609375 65.921875
  656. Q 23.96875 65.921875 18.8125 64.3125
  657. Q 13.671875 62.703125 7.8125 59.421875
  658. L 7.8125 69.390625
  659. Q 13.765625 71.78125 18.9375 73
  660. Q 24.125 74.21875 28.421875 74.21875
  661. Q 39.75 74.21875 46.484375 68.546875
  662. Q 53.21875 62.890625 53.21875 53.421875
  663. Q 53.21875 48.921875 51.53125 44.890625
  664. Q 49.859375 40.875 45.40625 35.40625
  665. Q 44.1875 33.984375 37.640625 27.21875
  666. Q 31.109375 20.453125 19.1875 8.296875
  667. z
  668. " id="DejaVuSans-32"/>
  669. <path d="M 31.78125 34.625
  670. Q 24.75 34.625 20.71875 30.859375
  671. Q 16.703125 27.09375 16.703125 20.515625
  672. Q 16.703125 13.921875 20.71875 10.15625
  673. Q 24.75 6.390625 31.78125 6.390625
  674. Q 38.8125 6.390625 42.859375 10.171875
  675. Q 46.921875 13.96875 46.921875 20.515625
  676. Q 46.921875 27.09375 42.890625 30.859375
  677. Q 38.875 34.625 31.78125 34.625
  678. z
  679. M 21.921875 38.8125
  680. Q 15.578125 40.375 12.03125 44.71875
  681. Q 8.5 49.078125 8.5 55.328125
  682. Q 8.5 64.0625 14.71875 69.140625
  683. Q 20.953125 74.21875 31.78125 74.21875
  684. Q 42.671875 74.21875 48.875 69.140625
  685. Q 55.078125 64.0625 55.078125 55.328125
  686. Q 55.078125 49.078125 51.53125 44.71875
  687. Q 48 40.375 41.703125 38.8125
  688. Q 48.828125 37.15625 52.796875 32.3125
  689. Q 56.78125 27.484375 56.78125 20.515625
  690. Q 56.78125 9.90625 50.3125 4.234375
  691. Q 43.84375 -1.421875 31.78125 -1.421875
  692. Q 19.734375 -1.421875 13.25 4.234375
  693. Q 6.78125 9.90625 6.78125 20.515625
  694. Q 6.78125 27.484375 10.78125 32.3125
  695. Q 14.796875 37.15625 21.921875 38.8125
  696. z
  697. M 18.3125 54.390625
  698. Q 18.3125 48.734375 21.84375 45.5625
  699. Q 25.390625 42.390625 31.78125 42.390625
  700. Q 38.140625 42.390625 41.71875 45.5625
  701. Q 45.3125 48.734375 45.3125 54.390625
  702. Q 45.3125 60.0625 41.71875 63.234375
  703. Q 38.140625 66.40625 31.78125 66.40625
  704. Q 25.390625 66.40625 21.84375 63.234375
  705. Q 18.3125 60.0625 18.3125 54.390625
  706. z
  707. " id="DejaVuSans-38"/>
  708. <path d="M 10.984375 1.515625
  709. L 10.984375 10.5
  710. Q 14.703125 8.734375 18.5 7.8125
  711. Q 22.3125 6.890625 25.984375 6.890625
  712. Q 35.75 6.890625 40.890625 13.453125
  713. Q 46.046875 20.015625 46.78125 33.40625
  714. Q 43.953125 29.203125 39.59375 26.953125
  715. Q 35.25 24.703125 29.984375 24.703125
  716. Q 19.046875 24.703125 12.671875 31.3125
  717. Q 6.296875 37.9375 6.296875 49.421875
  718. Q 6.296875 60.640625 12.9375 67.421875
  719. Q 19.578125 74.21875 30.609375 74.21875
  720. Q 43.265625 74.21875 49.921875 64.515625
  721. Q 56.59375 54.828125 56.59375 36.375
  722. Q 56.59375 19.140625 48.40625 8.859375
  723. Q 40.234375 -1.421875 26.421875 -1.421875
  724. Q 22.703125 -1.421875 18.890625 -0.6875
  725. Q 15.09375 0.046875 10.984375 1.515625
  726. z
  727. M 30.609375 32.421875
  728. Q 37.25 32.421875 41.125 36.953125
  729. Q 45.015625 41.5 45.015625 49.421875
  730. Q 45.015625 57.28125 41.125 61.84375
  731. Q 37.25 66.40625 30.609375 66.40625
  732. Q 23.96875 66.40625 20.09375 61.84375
  733. Q 16.21875 57.28125 16.21875 49.421875
  734. Q 16.21875 41.5 20.09375 36.953125
  735. Q 23.96875 32.421875 30.609375 32.421875
  736. z
  737. " id="DejaVuSans-39"/>
  738. <path d="M 34.671875 47.5625
  739. Q 27.25 47.5625 22.21875 42.1875
  740. Q 16.890625 36.578125 15.140625 27.296875
  741. Q 13.1875 17.484375 16.3125 11.8125
  742. Q 19.390625 6.203125 26.65625 6.203125
  743. Q 33.84375 6.203125 39.109375 11.859375
  744. Q 44.4375 17.53125 46.34375 27.296875
  745. Q 48.046875 36.234375 45.015625 42.1875
  746. Q 42.1875 47.5625 34.671875 47.5625
  747. z
  748. M 36.078125 54.734375
  749. L 65.921875 54.6875
  750. L 64.15625 45.703125
  751. L 54.109375 45.703125
  752. Q 57.90625 38.09375 55.859375 27.296875
  753. Q 53.21875 13.875 45.0625 6.25
  754. Q 36.859375 -1.421875 25.140625 -1.421875
  755. Q 13.375 -1.421875 8.203125 6.25
  756. Q 3.03125 13.875 5.671875 27.296875
  757. Q 8.25 40.765625 16.40625 48.390625
  758. Q 23.1875 54.734375 36.078125 54.734375
  759. z
  760. " id="DejaVuSans-Oblique-3c3"/>
  761. </defs>
  762. <g style="fill:#f77189;" transform="translate(280.129663 20.767776)scale(0.04 -0.04)">
  763. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  764. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  765. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  766. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  767. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  768. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-33"/>
  769. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-34"/>
  770. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
  771. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  772. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  773. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-34"/>
  774. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-33"/>
  775. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  776. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  777. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  778. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  779. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  780. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  781. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  782. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  783. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  784. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-33"/>
  785. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-34"/>
  786. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-32"/>
  787. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  788. <use transform="translate(1394.744141 0.78125)" xlink:href="#DejaVuSans-38"/>
  789. <use transform="translate(1458.367188 0.78125)" xlink:href="#DejaVuSans-39"/>
  790. <use transform="translate(1521.990234 0.78125)" xlink:href="#DejaVuSans-39"/>
  791. <use transform="translate(1585.613281 0.78125)" xlink:href="#DejaVuSans-20"/>
  792. <use transform="translate(1617.400391 0.78125)" xlink:href="#DejaVuSans-2219"/>
  793. <use transform="translate(1679.998047 0.78125)" xlink:href="#DejaVuSans-20"/>
  794. <use transform="translate(1711.785156 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  795. <use transform="translate(1775.164062 0.78125)" xlink:href="#DejaVuSans-3a"/>
  796. <use transform="translate(1808.855469 0.78125)" xlink:href="#DejaVuSans-20"/>
  797. <use transform="translate(1840.642578 0.78125)" xlink:href="#DejaVuSans-31"/>
  798. <use transform="translate(1904.265625 0.78125)" xlink:href="#DejaVuSans-2e"/>
  799. <use transform="translate(1936.052734 0.78125)" xlink:href="#DejaVuSans-34"/>
  800. <use transform="translate(1999.675781 0.78125)" xlink:href="#DejaVuSans-31"/>
  801. <use transform="translate(2063.298828 0.78125)" xlink:href="#DejaVuSans-34"/>
  802. </g>
  803. </g>
  804. <g id="text_3">
  805. <!-- 344.34 -->
  806. <g style="fill:#d3d3d3;" transform="translate(7.2 22.949374)scale(0.03 -0.03)">
  807. <use xlink:href="#DejaVuSans-33"/>
  808. <use x="63.623047" xlink:href="#DejaVuSans-34"/>
  809. <use x="127.246094" xlink:href="#DejaVuSans-34"/>
  810. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  811. <use x="222.65625" xlink:href="#DejaVuSans-33"/>
  812. <use x="286.279297" xlink:href="#DejaVuSans-34"/>
  813. </g>
  814. </g>
  815. </g>
  816. <g id="axes_2">
  817. <g id="patch_5">
  818. <path d="M 18.697188 65.2224
  819. L 372.281346 65.2224
  820. L 372.281346 39.675648
  821. L 18.697188 39.675648
  822. z
  823. " style="fill:#ffffff;"/>
  824. </g>
  825. <g id="matplotlib.axis_3">
  826. <g id="xtick_7"/>
  827. <g id="xtick_8"/>
  828. <g id="xtick_9"/>
  829. <g id="xtick_10"/>
  830. <g id="xtick_11"/>
  831. <g id="xtick_12"/>
  832. </g>
  833. <g id="matplotlib.axis_4"/>
  834. <g id="line2d_3">
  835. <path clip-path="url(#p44c4f7c191)" d="M 18.697188 49.916533
  836. L 372.281346 49.916533
  837. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  838. </g>
  839. <g id="line2d_4">
  840. <path clip-path="url(#p44c4f7c191)" d="M 18.697188 48.830712
  841. L 19.481188 49.660158
  842. L 20.265188 50.137583
  843. L 21.049189 50.230732
  844. L 21.833189 50.556447
  845. L 22.617189 49.866954
  846. L 23.40119 51.414471
  847. L 24.18519 50.779416
  848. L 24.96919 50.539935
  849. L 25.753191 50.789596
  850. L 26.537191 50.735013
  851. L 27.321191 50.127436
  852. L 28.105192 50.214606
  853. L 28.889192 50.027064
  854. L 30.457193 50.133494
  855. L 31.241193 50.50619
  856. L 32.809194 50.112572
  857. L 33.593194 49.505956
  858. L 34.377195 50.329541
  859. L 35.161195 50.282312
  860. L 35.945195 50.652273
  861. L 36.729196 50.54965
  862. L 37.513196 50.00236
  863. L 38.297196 50.314775
  864. L 39.081197 50.299034
  865. L 39.865197 50.066102
  866. L 40.649197 50.289515
  867. L 41.433198 50.671625
  868. L 42.217198 50.2868
  869. L 43.001198 50.567648
  870. L 43.785199 50.495408
  871. L 44.569199 49.453435
  872. L 45.353199 50.289279
  873. L 46.1372 50.02219
  874. L 46.9212 50.381709
  875. L 47.7052 50.883465
  876. L 48.489201 50.459962
  877. L 50.057202 50.774718
  878. L 50.841202 50.632554
  879. L 52.409203 50.816
  880. L 53.193203 50.598063
  881. L 53.977203 50.527439
  882. L 54.761204 50.289567
  883. L 55.545204 50.990706
  884. L 56.329204 50.477567
  885. L 57.113205 50.56927
  886. L 57.897205 50.325184
  887. L 58.681205 50.555283
  888. L 59.465206 50.481505
  889. L 60.249206 51.255905
  890. L 61.033206 51.076305
  891. L 61.817207 50.609774
  892. L 62.601207 50.704454
  893. L 63.385208 49.976603
  894. L 64.169208 50.348769
  895. L 64.953208 49.372376
  896. L 65.737209 50.290712
  897. L 66.521209 50.720594
  898. L 67.305209 50.956581
  899. L 68.08921 50.399491
  900. L 68.87321 50.725311
  901. L 69.65721 49.895655
  902. L 70.441211 50.552195
  903. L 72.009211 50.588426
  904. L 72.793212 50.215829
  905. L 74.361212 50.622584
  906. L 75.145213 50.254972
  907. L 75.929213 50.174698
  908. L 76.713213 50.854587
  909. L 79.065215 50.450331
  910. L 79.849215 50.518568
  911. L 81.417216 50.451777
  912. L 82.985216 50.52965
  913. L 83.769217 49.629148
  914. L 84.553217 50.175587
  915. L 85.337217 50.363109
  916. L 86.121218 50.332079
  917. L 86.905218 50.649015
  918. L 87.689218 49.983558
  919. L 88.473219 50.430168
  920. L 90.041219 50.766645
  921. L 91.60922 50.887396
  922. L 92.393221 50.418706
  923. L 93.177221 50.50089
  924. L 93.961221 49.971912
  925. L 94.745222 49.962321
  926. L 95.529222 50.799847
  927. L 96.313222 50.496762
  928. L 97.881223 50.590723
  929. L 98.665223 50.545273
  930. L 99.449224 50.821221
  931. L 100.233224 50.069327
  932. L 101.017224 50.373217
  933. L 101.801225 50.089491
  934. L 102.585225 50.598613
  935. L 103.369225 49.896342
  936. L 104.153226 50.359315
  937. L 104.937226 50.567255
  938. L 105.721226 50.445359
  939. L 106.505227 50.943837
  940. L 107.289227 51.04977
  941. L 108.073228 49.307574
  942. L 108.857228 49.223447
  943. L 109.641228 49.45015
  944. L 110.425229 50.283902
  945. L 111.209229 50.310064
  946. L 111.993229 50.637317
  947. L 112.77723 50.270693
  948. L 113.56123 50.692213
  949. L 115.129231 50.787018
  950. L 116.697231 50.599529
  951. L 117.481232 50.739822
  952. L 120.617233 50.692599
  953. L 121.401234 50.7213
  954. L 122.185234 51.093832
  955. L 122.969234 50.709047
  956. L 123.753235 50.913441
  957. L 124.537235 50.701471
  958. L 125.321235 50.751716
  959. L 126.105236 51.128749
  960. L 126.889236 50.29399
  961. L 127.673236 50.663512
  962. L 128.457237 50.539791
  963. L 129.241237 50.571946
  964. L 131.593238 50.255397
  965. L 132.377238 50.714719
  966. L 133.161239 50.742969
  967. L 133.945239 50.361173
  968. L 135.51324 50.501826
  969. L 136.29724 50.613935
  970. L 137.081241 50.568283
  971. L 137.865241 50.742988
  972. L 138.649241 50.086023
  973. L 139.433242 50.447243
  974. L 141.001242 50.242181
  975. L 141.785243 50.526634
  976. L 142.569243 50.292636
  977. L 143.353243 50.64541
  978. L 144.137244 50.103027
  979. L 144.921244 51.100911
  980. L 145.705244 50.901031
  981. L 146.489245 51.021259
  982. L 147.273245 50.519627
  983. L 148.057245 49.720433
  984. L 148.841246 50.484024
  985. L 149.625246 50.189719
  986. L 150.409247 51.092386
  987. L 151.193247 50.535133
  988. L 151.977247 50.291942
  989. L 153.545248 50.993755
  990. L 154.329248 50.334428
  991. L 155.113249 50.966571
  992. L 155.897249 51.06587
  993. L 156.681249 50.288331
  994. L 157.46525 50.41321
  995. L 158.24925 50.742615
  996. L 159.817251 50.888155
  997. L 160.601251 50.404875
  998. L 161.385251 50.490004
  999. L 162.169252 50.973467
  1000. L 162.953252 50.664461
  1001. L 163.737252 50.709073
  1002. L 164.521253 50.52123
  1003. L 166.089254 50.477142
  1004. L 166.873254 50.811525
  1005. L 167.657254 50.546542
  1006. L 168.441255 50.106788
  1007. L 169.225255 50.26347
  1008. L 170.009255 50.260755
  1009. L 170.793256 50.99647
  1010. L 171.577256 50.269613
  1011. L 173.145257 50.395683
  1012. L 173.929257 50.8732
  1013. L 174.713257 50.396135
  1014. L 175.497258 50.487825
  1015. L 176.281258 50.083478
  1016. L 177.065258 50.174612
  1017. L 177.849259 50.537874
  1018. L 178.633259 50.594583
  1019. L 180.20126 50.027751
  1020. L 180.98526 50.378032
  1021. L 181.769261 49.926646
  1022. L 182.553261 49.853961
  1023. L 184.121262 50.316358
  1024. L 184.905262 49.570588
  1025. L 185.689262 50.433603
  1026. L 186.473263 50.586169
  1027. L 187.257263 50.577213
  1028. L 188.825264 50.235142
  1029. L 189.609264 50.620196
  1030. L 190.393264 50.71239
  1031. L 191.177265 50.322024
  1032. L 191.961265 50.458274
  1033. L 192.745265 50.462245
  1034. L 193.529266 49.794374
  1035. L 194.313266 49.955576
  1036. L 195.097267 49.930454
  1037. L 195.881267 50.773966
  1038. L 197.449268 50.390692
  1039. L 199.017268 50.485045
  1040. L 199.801269 50.42006
  1041. L 200.585269 50.897413
  1042. L 201.369269 50.146212
  1043. L 202.93727 50.77356
  1044. L 203.72127 50.527635
  1045. L 204.505271 50.741817
  1046. L 205.289271 50.308658
  1047. L 207.641272 50.568479
  1048. L 208.425273 50.741588
  1049. L 209.209273 50.128483
  1050. L 209.993273 49.899528
  1051. L 210.777274 49.958618
  1052. L 211.561274 50.522499
  1053. L 212.345274 50.7999
  1054. L 213.913275 50.381264
  1055. L 214.697275 50.446112
  1056. L 215.481276 50.38146
  1057. L 216.265276 50.798657
  1058. L 217.049276 50.268737
  1059. L 217.833277 50.34958
  1060. L 218.617277 50.633149
  1061. L 219.401277 50.676394
  1062. L 220.185278 50.832552
  1063. L 220.969278 50.453962
  1064. L 222.537279 50.399687
  1065. L 223.321279 50.916012
  1066. L 224.10528 50.019036
  1067. L 224.88928 50.168809
  1068. L 225.67328 50.586418
  1069. L 226.457281 50.3275
  1070. L 227.241281 51.169716
  1071. L 228.025281 50.625037
  1072. L 228.809282 50.593137
  1073. L 229.593282 49.990636
  1074. L 230.377282 50.474695
  1075. L 231.161283 50.739894
  1076. L 231.945283 50.460825
  1077. L 232.729283 49.866771
  1078. L 233.513284 50.483691
  1079. L 234.297284 50.809406
  1080. L 235.081284 50.711886
  1081. L 235.865285 50.278969
  1082. L 236.649285 50.452974
  1083. L 237.433286 50.487662
  1084. L 238.217286 50.932754
  1085. L 239.001286 50.844551
  1086. L 239.785287 50.419229
  1087. L 241.353287 50.127704
  1088. L 242.137288 50.477999
  1089. L 242.921288 50.573752
  1090. L 243.705288 50.255848
  1091. L 244.489289 50.842058
  1092. L 245.273289 50.664821
  1093. L 246.057289 50.108718
  1094. L 246.84129 50.580085
  1095. L 247.62529 50.681713
  1096. L 249.193291 50.39026
  1097. L 249.977291 50.78374
  1098. L 250.761291 50.315586
  1099. L 251.545292 50.569624
  1100. L 252.329292 50.607903
  1101. L 253.113293 50.771225
  1102. L 253.897293 50.702341
  1103. L 254.681293 50.452065
  1104. L 255.465294 50.650349
  1105. L 259.385295 50.899395
  1106. L 260.169296 50.099114
  1107. L 260.953296 50.274376
  1108. L 262.521297 50.266722
  1109. L 263.305297 50.931747
  1110. L 264.089297 50.603637
  1111. L 265.657298 50.614412
  1112. L 266.441298 54.290925
  1113. L 267.225299 49.883709
  1114. L 268.009299 51.141957
  1115. L 268.7933 51.089462
  1116. L 269.5773 50.808405
  1117. L 270.3613 50.217746
  1118. L 271.145301 49.459362
  1119. L 271.929301 50.088653
  1120. L 272.713301 50.215188
  1121. L 273.497302 50.906101
  1122. L 274.281302 50.268678
  1123. L 275.849303 50.392877
  1124. L 276.633303 50.856458
  1125. L 277.417303 50.633712
  1126. L 278.201304 51.009652
  1127. L 278.985304 50.290097
  1128. L 279.769304 49.99623
  1129. L 280.553305 49.528305
  1130. L 282.121306 50.412654
  1131. L 283.689306 51.762345
  1132. L 284.473307 49.956368
  1133. L 285.257307 51.258306
  1134. L 286.041307 51.18354
  1135. L 286.825308 50.156641
  1136. L 287.609308 50.94334
  1137. L 288.393308 50.563886
  1138. L 289.177309 50.779887
  1139. L 289.961309 50.637467
  1140. L 290.745309 50.234985
  1141. L 291.52931 50.880115
  1142. L 292.31331 50.209718
  1143. L 293.09731 50.450652
  1144. L 293.881311 50.900703
  1145. L 294.665311 50.857518
  1146. L 295.449311 50.663911
  1147. L 297.017312 51.3347
  1148. L 297.801313 51.221597
  1149. L 298.585313 50.634262
  1150. L 299.369313 50.938773
  1151. L 300.937314 51.075913
  1152. L 301.721314 50.51739
  1153. L 302.505315 50.872454
  1154. L 303.289315 50.710368
  1155. L 304.073315 50.16544
  1156. L 304.857316 50.387231
  1157. L 305.641316 49.904173
  1158. L 306.425316 50.921534
  1159. L 307.209317 50.587262
  1160. L 307.993317 50.863301
  1161. L 308.777317 50.865244
  1162. L 309.561318 50.688929
  1163. L 310.345318 50.720685
  1164. L 311.129319 51.008933
  1165. L 311.913319 50.751853
  1166. L 312.697319 50.344575
  1167. L 313.48132 50.785539
  1168. L 314.26532 49.83489
  1169. L 315.04932 50.793933
  1170. L 315.833321 52.107615
  1171. L 316.617321 50.81846
  1172. L 317.401321 51.0352
  1173. L 318.185322 51.785092
  1174. L 318.969322 50.963981
  1175. L 319.753322 50.589676
  1176. L 320.537323 50.826396
  1177. L 321.321323 50.623199
  1178. L 322.105323 50.631651
  1179. L 322.889324 50.4253
  1180. L 323.673324 51.049279
  1181. L 325.241325 50.635407
  1182. L 326.025325 50.801346
  1183. L 326.809326 50.427466
  1184. L 327.593326 50.968685
  1185. L 328.377326 51.115998
  1186. L 329.161327 50.711304
  1187. L 329.945327 51.080761
  1188. L 330.729327 50.764565
  1189. L 331.513328 51.033375
  1190. L 332.297328 51.437774
  1191. L 333.081328 50.578986
  1192. L 333.865329 50.502395
  1193. L 334.649329 50.617428
  1194. L 335.433329 50.563749
  1195. L 337.00133 50.671886
  1196. L 337.78533 50.347107
  1197. L 339.353331 50.867377
  1198. L 340.137332 50.754274
  1199. L 340.921332 51.203992
  1200. L 341.705332 50.859088
  1201. L 342.489333 50.11006
  1202. L 343.273333 50.373256
  1203. L 344.057333 51.370539
  1204. L 344.841334 50.6754
  1205. L 345.625334 51.15495
  1206. L 347.193335 50.520138
  1207. L 347.977335 50.790564
  1208. L 348.761335 50.856177
  1209. L 349.545336 50.697343
  1210. L 350.329336 51.218195
  1211. L 351.113336 51.220472
  1212. L 351.897337 50.319662
  1213. L 352.681337 50.784002
  1214. L 353.465337 50.428617
  1215. L 354.249338 50.518378
  1216. L 355.033338 50.468427
  1217. L 355.817339 50.552051
  1218. L 357.385339 50.447001
  1219. L 358.16934 50.737604
  1220. L 358.95334 51.237645
  1221. L 359.73734 51.412776
  1222. L 360.521341 50.704487
  1223. L 362.089341 50.96228
  1224. L 362.873342 50.538332
  1225. L 363.657342 51.198117
  1226. L 364.441342 50.601707
  1227. L 365.225343 51.192667
  1228. L 366.009343 50.545404
  1229. L 369.929345 51.039577
  1230. L 370.713345 50.756459
  1231. L 372.281346 50.938394
  1232. L 372.281346 50.938394
  1233. " style="fill:none;stroke:#ae9d31;stroke-linecap:round;stroke-width:0.8;"/>
  1234. </g>
  1235. <g id="text_4">
  1236. <g id="patch_6">
  1237. <path d="M 18.697188 53.610924
  1238. L 45.240938 53.610924
  1239. Q 47.640938 53.610924 47.640938 51.210924
  1240. L 47.640938 43.468424
  1241. Q 47.640938 41.068424 45.240938 41.068424
  1242. L 18.697188 41.068424
  1243. Q 16.297188 41.068424 16.297188 43.468424
  1244. L 16.297188 51.210924
  1245. Q 16.297188 53.610924 18.697188 53.610924
  1246. z
  1247. " style="fill:#ffffff;opacity:0.8;"/>
  1248. </g>
  1249. <!-- GSCSF -->
  1250. <defs>
  1251. <path d="M 64.40625 67.28125
  1252. L 64.40625 56.890625
  1253. Q 59.421875 61.53125 53.78125 63.8125
  1254. Q 48.140625 66.109375 41.796875 66.109375
  1255. Q 29.296875 66.109375 22.65625 58.46875
  1256. Q 16.015625 50.828125 16.015625 36.375
  1257. Q 16.015625 21.96875 22.65625 14.328125
  1258. Q 29.296875 6.6875 41.796875 6.6875
  1259. Q 48.140625 6.6875 53.78125 8.984375
  1260. Q 59.421875 11.28125 64.40625 15.921875
  1261. L 64.40625 5.609375
  1262. Q 59.234375 2.09375 53.4375 0.328125
  1263. Q 47.65625 -1.421875 41.21875 -1.421875
  1264. Q 24.65625 -1.421875 15.125 8.703125
  1265. Q 5.609375 18.84375 5.609375 36.375
  1266. Q 5.609375 53.953125 15.125 64.078125
  1267. Q 24.65625 74.21875 41.21875 74.21875
  1268. Q 47.75 74.21875 53.53125 72.484375
  1269. Q 59.328125 70.75 64.40625 67.28125
  1270. z
  1271. " id="DejaVuSans-43"/>
  1272. <path d="M 9.8125 72.90625
  1273. L 51.703125 72.90625
  1274. L 51.703125 64.59375
  1275. L 19.671875 64.59375
  1276. L 19.671875 43.109375
  1277. L 48.578125 43.109375
  1278. L 48.578125 34.8125
  1279. L 19.671875 34.8125
  1280. L 19.671875 0
  1281. L 9.8125 0
  1282. z
  1283. " id="DejaVuSans-46"/>
  1284. </defs>
  1285. <g style="fill:#ae9d31;" transform="translate(18.697188 49.547174)scale(0.08 -0.08)">
  1286. <use xlink:href="#DejaVuSans-47"/>
  1287. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1288. <use x="140.966797" xlink:href="#DejaVuSans-43"/>
  1289. <use x="210.791016" xlink:href="#DejaVuSans-53"/>
  1290. <use x="274.267578" xlink:href="#DejaVuSans-46"/>
  1291. </g>
  1292. </g>
  1293. <g id="text_5">
  1294. <g id="patch_7">
  1295. <path d="M 280.129663 50.475299
  1296. L 365.209663 50.475299
  1297. Q 366.409663 50.475299 366.409663 49.275299
  1298. L 366.409663 45.404049
  1299. Q 366.409663 44.204049 365.209663 44.204049
  1300. L 280.129663 44.204049
  1301. Q 278.929663 44.204049 278.929663 45.404049
  1302. L 278.929663 49.275299
  1303. Q 278.929663 50.475299 280.129663 50.475299
  1304. z
  1305. " style="fill:#ffffff;opacity:0.8;"/>
  1306. </g>
  1307. <!-- max: 427.052 $\bullet$ mean: 419.032 $\bullet$ $\sigma$: 1.970 -->
  1308. <defs>
  1309. <path d="M 31.78125 66.40625
  1310. Q 24.171875 66.40625 20.328125 58.90625
  1311. Q 16.5 51.421875 16.5 36.375
  1312. Q 16.5 21.390625 20.328125 13.890625
  1313. Q 24.171875 6.390625 31.78125 6.390625
  1314. Q 39.453125 6.390625 43.28125 13.890625
  1315. Q 47.125 21.390625 47.125 36.375
  1316. Q 47.125 51.421875 43.28125 58.90625
  1317. Q 39.453125 66.40625 31.78125 66.40625
  1318. z
  1319. M 31.78125 74.21875
  1320. Q 44.046875 74.21875 50.515625 64.515625
  1321. Q 56.984375 54.828125 56.984375 36.375
  1322. Q 56.984375 17.96875 50.515625 8.265625
  1323. Q 44.046875 -1.421875 31.78125 -1.421875
  1324. Q 19.53125 -1.421875 13.0625 8.265625
  1325. Q 6.59375 17.96875 6.59375 36.375
  1326. Q 6.59375 54.828125 13.0625 64.515625
  1327. Q 19.53125 74.21875 31.78125 74.21875
  1328. z
  1329. " id="DejaVuSans-30"/>
  1330. <path d="M 10.796875 72.90625
  1331. L 49.515625 72.90625
  1332. L 49.515625 64.59375
  1333. L 19.828125 64.59375
  1334. L 19.828125 46.734375
  1335. Q 21.96875 47.46875 24.109375 47.828125
  1336. Q 26.265625 48.1875 28.421875 48.1875
  1337. Q 40.625 48.1875 47.75 41.5
  1338. Q 54.890625 34.8125 54.890625 23.390625
  1339. Q 54.890625 11.625 47.5625 5.09375
  1340. Q 40.234375 -1.421875 26.90625 -1.421875
  1341. Q 22.3125 -1.421875 17.546875 -0.640625
  1342. Q 12.796875 0.140625 7.71875 1.703125
  1343. L 7.71875 11.625
  1344. Q 12.109375 9.234375 16.796875 8.0625
  1345. Q 21.484375 6.890625 26.703125 6.890625
  1346. Q 35.15625 6.890625 40.078125 11.328125
  1347. Q 45.015625 15.765625 45.015625 23.390625
  1348. Q 45.015625 31 40.078125 35.4375
  1349. Q 35.15625 39.890625 26.703125 39.890625
  1350. Q 22.75 39.890625 18.8125 39.015625
  1351. Q 14.890625 38.140625 10.796875 36.28125
  1352. z
  1353. " id="DejaVuSans-35"/>
  1354. </defs>
  1355. <g style="fill:#ae9d31;" transform="translate(280.129663 48.443424)scale(0.04 -0.04)">
  1356. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1357. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1358. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1359. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1360. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1361. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-34"/>
  1362. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-32"/>
  1363. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-37"/>
  1364. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1365. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-30"/>
  1366. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-35"/>
  1367. <use transform="translate(633.251953 0.78125)" xlink:href="#DejaVuSans-32"/>
  1368. <use transform="translate(696.875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1369. <use transform="translate(728.662109 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1370. <use transform="translate(791.259766 0.78125)" xlink:href="#DejaVuSans-20"/>
  1371. <use transform="translate(823.046875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1372. <use transform="translate(920.458984 0.78125)" xlink:href="#DejaVuSans-65"/>
  1373. <use transform="translate(981.982422 0.78125)" xlink:href="#DejaVuSans-61"/>
  1374. <use transform="translate(1043.261719 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1375. <use transform="translate(1106.640625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1376. <use transform="translate(1140.332031 0.78125)" xlink:href="#DejaVuSans-20"/>
  1377. <use transform="translate(1172.119141 0.78125)" xlink:href="#DejaVuSans-34"/>
  1378. <use transform="translate(1235.742188 0.78125)" xlink:href="#DejaVuSans-31"/>
  1379. <use transform="translate(1299.365234 0.78125)" xlink:href="#DejaVuSans-39"/>
  1380. <use transform="translate(1362.988281 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1381. <use transform="translate(1394.775391 0.78125)" xlink:href="#DejaVuSans-30"/>
  1382. <use transform="translate(1458.398438 0.78125)" xlink:href="#DejaVuSans-33"/>
  1383. <use transform="translate(1522.021484 0.78125)" xlink:href="#DejaVuSans-32"/>
  1384. <use transform="translate(1585.644531 0.78125)" xlink:href="#DejaVuSans-20"/>
  1385. <use transform="translate(1617.431641 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1386. <use transform="translate(1680.029297 0.78125)" xlink:href="#DejaVuSans-20"/>
  1387. <use transform="translate(1711.816406 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1388. <use transform="translate(1775.195312 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1389. <use transform="translate(1808.886719 0.78125)" xlink:href="#DejaVuSans-20"/>
  1390. <use transform="translate(1840.673828 0.78125)" xlink:href="#DejaVuSans-31"/>
  1391. <use transform="translate(1904.296875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1392. <use transform="translate(1936.083984 0.78125)" xlink:href="#DejaVuSans-39"/>
  1393. <use transform="translate(1999.707031 0.78125)" xlink:href="#DejaVuSans-37"/>
  1394. <use transform="translate(2063.330078 0.78125)" xlink:href="#DejaVuSans-30"/>
  1395. </g>
  1396. </g>
  1397. <g id="text_6">
  1398. <!-- 421.99 -->
  1399. <g style="fill:#d3d3d3;" transform="translate(7.2 50.744346)scale(0.03 -0.03)">
  1400. <use xlink:href="#DejaVuSans-34"/>
  1401. <use x="63.623047" xlink:href="#DejaVuSans-32"/>
  1402. <use x="127.246094" xlink:href="#DejaVuSans-31"/>
  1403. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1404. <use x="222.65625" xlink:href="#DejaVuSans-39"/>
  1405. <use x="286.279297" xlink:href="#DejaVuSans-39"/>
  1406. </g>
  1407. </g>
  1408. </g>
  1409. <g id="axes_3">
  1410. <g id="patch_8">
  1411. <path d="M 18.697188 92.898048
  1412. L 372.281346 92.898048
  1413. L 372.281346 67.351296
  1414. L 18.697188 67.351296
  1415. z
  1416. " style="fill:#ffffff;"/>
  1417. </g>
  1418. <g id="matplotlib.axis_5">
  1419. <g id="xtick_13"/>
  1420. <g id="xtick_14"/>
  1421. <g id="xtick_15"/>
  1422. <g id="xtick_16"/>
  1423. <g id="xtick_17"/>
  1424. <g id="xtick_18"/>
  1425. </g>
  1426. <g id="matplotlib.axis_6"/>
  1427. <g id="line2d_5">
  1428. <path clip-path="url(#p8a3469e30f)" d="M 18.697188 77.189509
  1429. L 372.281346 77.189509
  1430. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1431. </g>
  1432. <g id="line2d_6">
  1433. <path clip-path="url(#p8a3469e30f)" d="M 18.697188 77.140873
  1434. L 20.265188 77.314682
  1435. L 21.049189 77.078461
  1436. L 22.617189 77.29507
  1437. L 23.40119 79.839261
  1438. L 24.18519 77.231543
  1439. L 24.96919 77.076968
  1440. L 25.753191 77.257798
  1441. L 26.537191 77.319276
  1442. L 27.321191 77.190022
  1443. L 28.889192 77.13473
  1444. L 29.673192 77.02964
  1445. L 30.457193 77.227564
  1446. L 32.025193 77.258471
  1447. L 34.377195 77.280347
  1448. L 35.161195 77.426186
  1449. L 35.945195 77.212374
  1450. L 36.729196 77.379694
  1451. L 37.513196 77.111591
  1452. L 38.297196 77.280741
  1453. L 39.081197 77.251991
  1454. L 39.865197 77.085335
  1455. L 40.649197 77.0609
  1456. L 41.433198 77.298605
  1457. L 42.217198 77.154497
  1458. L 43.001198 77.228434
  1459. L 44.569199 77.204032
  1460. L 51.625202 77.487761
  1461. L 52.409203 77.347968
  1462. L 53.193203 77.425513
  1463. L 54.761204 77.233199
  1464. L 55.545204 77.421666
  1465. L 56.329204 77.428122
  1466. L 57.113205 77.258594
  1467. L 57.897205 77.33208
  1468. L 58.681205 77.229648
  1469. L 60.249206 78.180488
  1470. L 61.033206 77.692379
  1471. L 61.817207 77.402546
  1472. L 62.601207 77.438489
  1473. L 63.385208 77.283652
  1474. L 64.169208 77.252229
  1475. L 64.953208 77.095202
  1476. L 65.737209 77.108449
  1477. L 66.521209 77.432149
  1478. L 67.305209 77.529569
  1479. L 68.87321 77.430681
  1480. L 69.65721 77.484546
  1481. L 70.441211 77.349469
  1482. L 72.009211 77.425489
  1483. L 76.713213 77.376143
  1484. L 78.281214 77.580334
  1485. L 79.849215 77.459578
  1486. L 82.985216 77.306406
  1487. L 83.769217 77.104889
  1488. L 84.553217 77.314756
  1489. L 87.689218 77.384099
  1490. L 88.473219 77.483422
  1491. L 90.041219 77.406812
  1492. L 90.82522 77.421592
  1493. L 92.393221 77.210807
  1494. L 93.961221 77.293463
  1495. L 94.745222 77.268207
  1496. L 95.529222 77.462522
  1497. L 98.665223 77.424652
  1498. L 99.449224 77.267994
  1499. L 101.801225 77.39979
  1500. L 102.585225 77.528609
  1501. L 104.153226 77.332941
  1502. L 104.937226 77.421929
  1503. L 105.721226 77.217254
  1504. L 106.505227 77.387109
  1505. L 107.289227 78.392536
  1506. L 108.073228 76.819224
  1507. L 108.857228 76.977793
  1508. L 109.641228 76.930481
  1509. L 110.425229 77.187332
  1510. L 111.993229 77.234725
  1511. L 112.77723 77.419156
  1512. L 113.56123 77.357671
  1513. L 114.34523 77.499868
  1514. L 116.697231 77.427047
  1515. L 117.481232 77.288681
  1516. L 118.265232 77.401365
  1517. L 119.049232 77.367243
  1518. L 119.833233 77.480043
  1519. L 120.617233 77.368137
  1520. L 126.105236 77.391145
  1521. L 130.025237 77.409182
  1522. L 130.809238 77.483808
  1523. L 133.945239 77.344916
  1524. L 135.51324 77.461366
  1525. L 136.29724 77.359336
  1526. L 137.865241 77.457404
  1527. L 138.649241 77.238154
  1528. L 139.433242 77.384887
  1529. L 140.217242 77.304889
  1530. L 143.353243 77.34978
  1531. L 144.137244 77.340503
  1532. L 144.921244 78.267876
  1533. L 145.705244 77.35859
  1534. L 146.489245 77.346155
  1535. L 147.273245 77.130218
  1536. L 151.977247 77.379818
  1537. L 152.761248 77.348788
  1538. L 153.545248 77.487015
  1539. L 154.329248 77.342456
  1540. L 155.113249 77.478107
  1541. L 157.46525 77.362371
  1542. L 160.601251 77.547918
  1543. L 161.385251 77.401209
  1544. L 162.953252 77.487482
  1545. L 163.737252 77.358401
  1546. L 165.305253 77.371869
  1547. L 166.089254 77.309966
  1548. L 166.873254 77.380219
  1549. L 167.657254 77.272309
  1550. L 169.225255 77.404909
  1551. L 170.793256 77.43593
  1552. L 173.929257 77.4295
  1553. L 176.281258 77.229738
  1554. L 177.065258 77.478714
  1555. L 177.849259 77.330669
  1556. L 178.633259 77.403293
  1557. L 179.41726 77.308112
  1558. L 180.98526 77.271431
  1559. L 182.553261 77.222561
  1560. L 183.337261 77.355374
  1561. L 184.905262 77.330587
  1562. L 185.689262 77.46646
  1563. L 186.473263 77.486998
  1564. L 187.257263 77.390784
  1565. L 188.041263 77.412988
  1566. L 188.825264 77.299803
  1567. L 189.609264 77.443903
  1568. L 191.177265 77.316479
  1569. L 191.961265 77.327962
  1570. L 192.745265 77.210462
  1571. L 193.529266 77.206435
  1572. L 194.313266 77.413087
  1573. L 195.881267 77.370245
  1574. L 196.665267 77.454451
  1575. L 197.449268 77.375577
  1576. L 199.017268 77.461727
  1577. L 200.585269 77.356613
  1578. L 201.369269 77.434019
  1579. L 203.72127 77.336033
  1580. L 205.289271 77.469954
  1581. L 206.857272 77.306915
  1582. L 207.641272 77.465328
  1583. L 208.425273 77.36753
  1584. L 209.993273 77.376824
  1585. L 211.561274 77.390727
  1586. L 213.913275 77.444436
  1587. L 216.265276 77.588446
  1588. L 217.049276 77.392023
  1589. L 220.185278 77.543792
  1590. L 221.753278 77.331678
  1591. L 222.537279 77.439465
  1592. L 224.88928 77.395861
  1593. L 226.457281 77.417926
  1594. L 230.377282 77.374002
  1595. L 231.161283 77.492863
  1596. L 231.945283 77.357794
  1597. L 232.729283 77.475089
  1598. L 237.433286 77.499179
  1599. L 238.217286 77.518151
  1600. L 239.001286 77.409633
  1601. L 240.569287 77.44606
  1602. L 243.705288 77.368531
  1603. L 245.273289 77.438153
  1604. L 246.057289 77.40901
  1605. L 247.62529 77.578176
  1606. L 248.40929 77.467575
  1607. L 249.977291 77.574953
  1608. L 250.761291 77.485161
  1609. L 252.329292 77.546532
  1610. L 253.113293 77.501123
  1611. L 253.897293 77.735679
  1612. L 255.465294 77.431361
  1613. L 256.249294 77.554504
  1614. L 257.033294 77.469019
  1615. L 257.817295 77.600881
  1616. L 258.601295 77.448939
  1617. L 262.521297 77.381786
  1618. L 263.305297 77.60636
  1619. L 264.873298 77.520415
  1620. L 265.657298 77.672037
  1621. L 266.441298 81.584184
  1622. L 267.225299 78.577853
  1623. L 268.009299 77.981505
  1624. L 268.7933 77.732505
  1625. L 270.3613 77.534531
  1626. L 271.145301 77.135984
  1627. L 271.929301 77.301485
  1628. L 272.713301 77.201095
  1629. L 273.497302 77.455403
  1630. L 275.065302 77.410503
  1631. L 275.849303 77.535024
  1632. L 277.417303 77.476942
  1633. L 278.201304 77.654311
  1634. L 279.769304 76.969935
  1635. L 281.337305 77.280339
  1636. L 282.121306 77.238219
  1637. L 282.905306 77.397428
  1638. L 283.689306 79.048024
  1639. L 284.473307 77.532276
  1640. L 285.257307 77.869337
  1641. L 286.041307 77.793818
  1642. L 286.825308 77.391949
  1643. L 287.609308 77.579874
  1644. L 288.393308 77.453237
  1645. L 289.961309 77.47668
  1646. L 290.745309 77.223398
  1647. L 291.52931 77.431443
  1648. L 293.09731 77.518487
  1649. L 293.881311 77.608681
  1650. L 294.665311 77.467403
  1651. L 297.017312 77.725377
  1652. L 297.801313 77.776224
  1653. L 299.369313 77.536065
  1654. L 300.153314 77.626579
  1655. L 300.937314 77.399733
  1656. L 302.505315 77.533137
  1657. L 303.289315 77.384624
  1658. L 304.073315 77.468822
  1659. L 304.857316 77.359763
  1660. L 305.641316 77.366587
  1661. L 306.425316 77.588889
  1662. L 307.993317 77.527773
  1663. L 311.129319 77.544555
  1664. L 314.26532 77.293438
  1665. L 315.04932 77.500377
  1666. L 315.833321 80.483134
  1667. L 316.617321 77.922407
  1668. L 317.401321 77.875145
  1669. L 318.185322 78.139065
  1670. L 318.969322 77.989068
  1671. L 319.753322 78.08018
  1672. L 321.321323 77.900785
  1673. L 322.105323 77.54581
  1674. L 324.457324 77.670954
  1675. L 325.241325 77.559532
  1676. L 326.025325 77.624405
  1677. L 326.809326 77.495439
  1678. L 327.593326 77.574953
  1679. L 329.161327 77.60125
  1680. L 329.945327 77.656542
  1681. L 330.729327 77.562067
  1682. L 331.513328 77.598879
  1683. L 332.297328 77.871232
  1684. L 333.081328 77.584804
  1685. L 334.649329 77.679837
  1686. L 335.433329 77.537698
  1687. L 337.00133 77.665114
  1688. L 337.78533 77.511212
  1689. L 341.705332 77.558245
  1690. L 342.489333 77.287294
  1691. L 343.273333 77.365857
  1692. L 344.057333 79.11667
  1693. L 344.841334 77.881272
  1694. L 345.625334 77.613685
  1695. L 347.193335 77.505405
  1696. L 348.761335 77.656879
  1697. L 351.113336 77.672356
  1698. L 351.897337 77.566521
  1699. L 352.681337 77.585403
  1700. L 353.465337 77.452392
  1701. L 354.249338 77.535721
  1702. L 355.033338 77.492043
  1703. L 357.385339 77.634986
  1704. L 358.16934 77.579054
  1705. L 358.95334 77.712327
  1706. L 359.73734 77.608296
  1707. L 361.305341 77.65313
  1708. L 362.089341 77.514271
  1709. L 362.873342 77.499532
  1710. L 363.657342 77.640498
  1711. L 364.441342 77.388684
  1712. L 366.009343 77.53408
  1713. L 366.793343 77.41613
  1714. L 369.929345 77.759958
  1715. L 370.713345 77.600397
  1716. L 372.281346 77.716067
  1717. L 372.281346 77.716067
  1718. " style="fill:none;stroke:#33b07a;stroke-linecap:round;stroke-width:0.8;"/>
  1719. </g>
  1720. <g id="text_7">
  1721. <g id="patch_9">
  1722. <path d="M 18.697188 81.286572
  1723. L 44.787188 81.286572
  1724. Q 47.187188 81.286572 47.187188 78.886572
  1725. L 47.187188 71.144072
  1726. Q 47.187188 68.744072 44.787188 68.744072
  1727. L 18.697188 68.744072
  1728. Q 16.297188 68.744072 16.297188 71.144072
  1729. L 16.297188 78.886572
  1730. Q 16.297188 81.286572 18.697188 81.286572
  1731. z
  1732. " style="fill:#ffffff;opacity:0.8;"/>
  1733. </g>
  1734. <!-- GSWM -->
  1735. <defs>
  1736. <path d="M 3.328125 72.90625
  1737. L 13.28125 72.90625
  1738. L 28.609375 11.28125
  1739. L 43.890625 72.90625
  1740. L 54.984375 72.90625
  1741. L 70.3125 11.28125
  1742. L 85.59375 72.90625
  1743. L 95.609375 72.90625
  1744. L 77.296875 0
  1745. L 64.890625 0
  1746. L 49.515625 63.28125
  1747. L 33.984375 0
  1748. L 21.578125 0
  1749. z
  1750. " id="DejaVuSans-57"/>
  1751. <path d="M 9.8125 72.90625
  1752. L 24.515625 72.90625
  1753. L 43.109375 23.296875
  1754. L 61.8125 72.90625
  1755. L 76.515625 72.90625
  1756. L 76.515625 0
  1757. L 66.890625 0
  1758. L 66.890625 64.015625
  1759. L 48.09375 14.015625
  1760. L 38.1875 14.015625
  1761. L 19.390625 64.015625
  1762. L 19.390625 0
  1763. L 9.8125 0
  1764. z
  1765. " id="DejaVuSans-4d"/>
  1766. </defs>
  1767. <g style="fill:#33b07a;" transform="translate(18.697188 77.222822)scale(0.08 -0.08)">
  1768. <use xlink:href="#DejaVuSans-47"/>
  1769. <use x="77.490234" xlink:href="#DejaVuSans-53"/>
  1770. <use x="140.966797" xlink:href="#DejaVuSans-57"/>
  1771. <use x="239.84375" xlink:href="#DejaVuSans-4d"/>
  1772. </g>
  1773. </g>
  1774. <g id="text_8">
  1775. <g id="patch_10">
  1776. <path d="M 280.129663 78.150947
  1777. L 365.209663 78.150947
  1778. Q 366.409663 78.150947 366.409663 76.950947
  1779. L 366.409663 73.079697
  1780. Q 366.409663 71.879697 365.209663 71.879697
  1781. L 280.129663 71.879697
  1782. Q 278.929663 71.879697 278.929663 73.079697
  1783. L 278.929663 76.950947
  1784. Q 278.929663 78.150947 280.129663 78.150947
  1785. z
  1786. " style="fill:#ffffff;opacity:0.8;"/>
  1787. </g>
  1788. <!-- max: 352.260 $\bullet$ mean: 349.850 $\bullet$ $\sigma$: 1.271 -->
  1789. <defs>
  1790. <path d="M 33.015625 40.375
  1791. Q 26.375 40.375 22.484375 35.828125
  1792. Q 18.609375 31.296875 18.609375 23.390625
  1793. Q 18.609375 15.53125 22.484375 10.953125
  1794. Q 26.375 6.390625 33.015625 6.390625
  1795. Q 39.65625 6.390625 43.53125 10.953125
  1796. Q 47.40625 15.53125 47.40625 23.390625
  1797. Q 47.40625 31.296875 43.53125 35.828125
  1798. Q 39.65625 40.375 33.015625 40.375
  1799. z
  1800. M 52.59375 71.296875
  1801. L 52.59375 62.3125
  1802. Q 48.875 64.0625 45.09375 64.984375
  1803. Q 41.3125 65.921875 37.59375 65.921875
  1804. Q 27.828125 65.921875 22.671875 59.328125
  1805. Q 17.53125 52.734375 16.796875 39.40625
  1806. Q 19.671875 43.65625 24.015625 45.921875
  1807. Q 28.375 48.1875 33.59375 48.1875
  1808. Q 44.578125 48.1875 50.953125 41.515625
  1809. Q 57.328125 34.859375 57.328125 23.390625
  1810. Q 57.328125 12.15625 50.6875 5.359375
  1811. Q 44.046875 -1.421875 33.015625 -1.421875
  1812. Q 20.359375 -1.421875 13.671875 8.265625
  1813. Q 6.984375 17.96875 6.984375 36.375
  1814. Q 6.984375 53.65625 15.1875 63.9375
  1815. Q 23.390625 74.21875 37.203125 74.21875
  1816. Q 40.921875 74.21875 44.703125 73.484375
  1817. Q 48.484375 72.75 52.59375 71.296875
  1818. z
  1819. " id="DejaVuSans-36"/>
  1820. </defs>
  1821. <g style="fill:#33b07a;" transform="translate(280.129663 76.119072)scale(0.04 -0.04)">
  1822. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1823. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  1824. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  1825. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1826. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  1827. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-33"/>
  1828. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-35"/>
  1829. <use transform="translate(410.595703 0.78125)" xlink:href="#DejaVuSans-32"/>
  1830. <use transform="translate(474.21875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1831. <use transform="translate(505.927734 0.78125)" xlink:href="#DejaVuSans-32"/>
  1832. <use transform="translate(569.550781 0.78125)" xlink:href="#DejaVuSans-36"/>
  1833. <use transform="translate(633.173828 0.78125)" xlink:href="#DejaVuSans-30"/>
  1834. <use transform="translate(696.796875 0.78125)" xlink:href="#DejaVuSans-20"/>
  1835. <use transform="translate(728.583984 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1836. <use transform="translate(791.181641 0.78125)" xlink:href="#DejaVuSans-20"/>
  1837. <use transform="translate(822.96875 0.78125)" xlink:href="#DejaVuSans-6d"/>
  1838. <use transform="translate(920.380859 0.78125)" xlink:href="#DejaVuSans-65"/>
  1839. <use transform="translate(981.904297 0.78125)" xlink:href="#DejaVuSans-61"/>
  1840. <use transform="translate(1043.183594 0.78125)" xlink:href="#DejaVuSans-6e"/>
  1841. <use transform="translate(1106.5625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1842. <use transform="translate(1140.253906 0.78125)" xlink:href="#DejaVuSans-20"/>
  1843. <use transform="translate(1172.041016 0.78125)" xlink:href="#DejaVuSans-33"/>
  1844. <use transform="translate(1235.664062 0.78125)" xlink:href="#DejaVuSans-34"/>
  1845. <use transform="translate(1299.287109 0.78125)" xlink:href="#DejaVuSans-39"/>
  1846. <use transform="translate(1362.910156 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1847. <use transform="translate(1394.666016 0.78125)" xlink:href="#DejaVuSans-38"/>
  1848. <use transform="translate(1458.289062 0.78125)" xlink:href="#DejaVuSans-35"/>
  1849. <use transform="translate(1521.912109 0.78125)" xlink:href="#DejaVuSans-30"/>
  1850. <use transform="translate(1585.535156 0.78125)" xlink:href="#DejaVuSans-20"/>
  1851. <use transform="translate(1617.322266 0.78125)" xlink:href="#DejaVuSans-2219"/>
  1852. <use transform="translate(1679.919922 0.78125)" xlink:href="#DejaVuSans-20"/>
  1853. <use transform="translate(1711.707031 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  1854. <use transform="translate(1775.085938 0.78125)" xlink:href="#DejaVuSans-3a"/>
  1855. <use transform="translate(1808.777344 0.78125)" xlink:href="#DejaVuSans-20"/>
  1856. <use transform="translate(1840.564453 0.78125)" xlink:href="#DejaVuSans-31"/>
  1857. <use transform="translate(1904.1875 0.78125)" xlink:href="#DejaVuSans-2e"/>
  1858. <use transform="translate(1935.896484 0.78125)" xlink:href="#DejaVuSans-32"/>
  1859. <use transform="translate(1999.519531 0.78125)" xlink:href="#DejaVuSans-37"/>
  1860. <use transform="translate(2063.142578 0.78125)" xlink:href="#DejaVuSans-31"/>
  1861. </g>
  1862. </g>
  1863. <g id="text_9">
  1864. <!-- 350.88 -->
  1865. <g style="fill:#d3d3d3;" transform="translate(7.2 78.017321)scale(0.03 -0.03)">
  1866. <use xlink:href="#DejaVuSans-33"/>
  1867. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  1868. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  1869. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  1870. <use x="222.65625" xlink:href="#DejaVuSans-38"/>
  1871. <use x="286.279297" xlink:href="#DejaVuSans-38"/>
  1872. </g>
  1873. </g>
  1874. </g>
  1875. <g id="axes_4">
  1876. <g id="patch_11">
  1877. <path d="M 18.697188 120.573696
  1878. L 372.281346 120.573696
  1879. L 372.281346 95.026944
  1880. L 18.697188 95.026944
  1881. z
  1882. " style="fill:#ffffff;"/>
  1883. </g>
  1884. <g id="matplotlib.axis_7">
  1885. <g id="xtick_19"/>
  1886. <g id="xtick_20"/>
  1887. <g id="xtick_21"/>
  1888. <g id="xtick_22"/>
  1889. <g id="xtick_23"/>
  1890. <g id="xtick_24"/>
  1891. </g>
  1892. <g id="matplotlib.axis_8"/>
  1893. <g id="line2d_7">
  1894. <path clip-path="url(#pbe17ac3180)" d="M 18.697188 114.352718
  1895. L 372.281346 114.352718
  1896. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  1897. </g>
  1898. <g id="line2d_8">
  1899. <path clip-path="url(#pbe17ac3180)" d="M 19.481188 116.698727
  1900. L 20.265188 116.508098
  1901. L 21.833189 116.496838
  1902. L 22.617189 113.503438
  1903. L 23.40119 108.479401
  1904. L 24.18519 109.005118
  1905. L 24.96919 115.472859
  1906. L 25.753191 116.673912
  1907. L 28.105192 116.46197
  1908. L 28.889192 116.115395
  1909. L 29.673192 116.370034
  1910. L 30.457193 116.349005
  1911. L 32.025193 116.46752
  1912. L 33.593194 115.926189
  1913. L 34.377195 116.204996
  1914. L 35.161195 116.189106
  1915. L 35.945195 116.383962
  1916. L 36.729196 115.651394
  1917. L 37.513196 115.515723
  1918. L 38.297196 116.425099
  1919. L 39.865197 116.410729
  1920. L 40.649197 116.131491
  1921. L 41.433198 116.332486
  1922. L 42.217198 116.415418
  1923. L 43.001198 116.298206
  1924. L 43.785199 116.319255
  1925. L 44.569199 115.683477
  1926. L 45.353199 116.019969
  1927. L 46.1372 115.87852
  1928. L 47.7052 116.058996
  1929. L 48.489201 115.344417
  1930. L 49.273201 115.883297
  1931. L 50.841202 116.149136
  1932. L 51.625202 116.164859
  1933. L 52.409203 116.336283
  1934. L 53.193203 116.332575
  1935. L 53.977203 115.822248
  1936. L 55.545204 116.115238
  1937. L 56.329204 115.972564
  1938. L 57.113205 116.371947
  1939. L 57.897205 116.395242
  1940. L 58.681205 116.241611
  1941. L 59.465206 112.257316
  1942. L 60.249206 109.1469
  1943. L 61.033206 114.062857
  1944. L 61.817207 115.63574
  1945. L 62.601207 116.302345
  1946. L 63.385208 116.376008
  1947. L 64.169208 116.300099
  1948. L 64.953208 115.4984
  1949. L 65.737209 115.910897
  1950. L 66.521209 116.481605
  1951. L 68.08921 116.576788
  1952. L 68.87321 116.452161
  1953. L 69.65721 115.707626
  1954. L 70.441211 116.207704
  1955. L 71.225211 116.357813
  1956. L 72.793212 116.189126
  1957. L 73.577212 116.403677
  1958. L 74.361212 116.43935
  1959. L 75.145213 115.889711
  1960. L 75.929213 116.203839
  1961. L 76.713213 116.280884
  1962. L 77.497214 116.485019
  1963. L 79.065215 116.435486
  1964. L 79.849215 116.418831
  1965. L 80.633215 116.647252
  1966. L 81.417216 116.557621
  1967. L 82.201216 116.608763
  1968. L 82.985216 116.504303
  1969. L 83.769217 115.534957
  1970. L 84.553217 116.291556
  1971. L 86.905218 116.427345
  1972. L 87.689218 116.046275
  1973. L 88.473219 116.346944
  1974. L 90.041219 116.562673
  1975. L 90.82522 116.71391
  1976. L 91.60922 116.718255
  1977. L 92.393221 116.330515
  1978. L 93.177221 116.602663
  1979. L 93.961221 116.120388
  1980. L 95.529222 116.227604
  1981. L 96.313222 116.069883
  1982. L 97.097223 116.237619
  1983. L 97.881223 116.588263
  1984. L 99.449224 116.694097
  1985. L 100.233224 116.339942
  1986. L 101.017224 116.256579
  1987. L 102.585225 116.440695
  1988. L 103.369225 115.809752
  1989. L 104.153226 116.337058
  1990. L 105.721226 116.572345
  1991. L 106.505227 115.146668
  1992. L 107.289227 111.798337
  1993. L 108.073228 113.412465
  1994. L 108.857228 115.466395
  1995. L 109.641228 115.385553
  1996. L 111.209229 116.089756
  1997. L 111.993229 116.070688
  1998. L 112.77723 115.917891
  1999. L 114.34523 116.364669
  2000. L 115.129231 116.200357
  2001. L 115.913231 115.868378
  2002. L 116.697231 116.488285
  2003. L 117.481232 116.082782
  2004. L 119.049232 116.331496
  2005. L 119.833233 116.067412
  2006. L 121.401234 116.400068
  2007. L 122.185234 116.272704
  2008. L 122.969234 115.610581
  2009. L 123.753235 116.372986
  2010. L 124.537235 116.186722
  2011. L 125.321235 116.447188
  2012. L 126.105236 116.461921
  2013. L 126.889236 116.04292
  2014. L 127.673236 116.352545
  2015. L 128.457237 116.311526
  2016. L 129.241237 116.385364
  2017. L 130.025237 116.229939
  2018. L 130.809238 116.18944
  2019. L 131.593238 115.942707
  2020. L 132.377238 116.478781
  2021. L 133.161239 116.421725
  2022. L 133.945239 116.048168
  2023. L 134.729239 116.24678
  2024. L 135.51324 116.163143
  2025. L 136.29724 116.511502
  2026. L 137.865241 116.501547
  2027. L 138.649241 115.754658
  2028. L 139.433242 116.239983
  2029. L 140.217242 116.483077
  2030. L 142.569243 116.21452
  2031. L 143.353243 116.125174
  2032. L 144.137244 113.590596
  2033. L 144.921244 111.753266
  2034. L 145.705244 111.946406
  2035. L 146.489245 114.955922
  2036. L 147.273245 116.104577
  2037. L 148.057245 115.912703
  2038. L 148.841246 116.435819
  2039. L 149.625246 116.229645
  2040. L 150.409247 116.523223
  2041. L 151.977247 116.331065
  2042. L 153.545248 116.43579
  2043. L 154.329248 115.744133
  2044. L 155.897249 116.597601
  2045. L 156.681249 116.236501
  2046. L 159.03325 116.626987
  2047. L 159.817251 116.568382
  2048. L 160.601251 115.868897
  2049. L 162.953252 116.535464
  2050. L 163.737252 116.618827
  2051. L 164.521253 116.304582
  2052. L 165.305253 116.381225
  2053. L 166.089254 116.655668
  2054. L 166.873254 116.616992
  2055. L 167.657254 116.04806
  2056. L 168.441255 116.336077
  2057. L 169.225255 116.199817
  2058. L 170.009255 116.284043
  2059. L 170.793256 116.541006
  2060. L 171.577256 116.09873
  2061. L 172.361256 116.048443
  2062. L 173.145257 116.317647
  2063. L 173.929257 116.313194
  2064. L 174.713257 116.470698
  2065. L 175.497258 116.49367
  2066. L 176.281258 115.719897
  2067. L 177.065258 116.234235
  2068. L 178.633259 116.655206
  2069. L 180.98526 116.807641
  2070. L 181.769261 116.219561
  2071. L 182.553261 116.387228
  2072. L 184.121262 116.393839
  2073. L 184.905262 115.958607
  2074. L 186.473263 116.539359
  2075. L 187.257263 116.641416
  2076. L 188.825264 116.224044
  2077. L 189.609264 116.514151
  2078. L 191.961265 116.707408
  2079. L 192.745265 116.493336
  2080. L 193.529266 116.127204
  2081. L 194.313266 116.329426
  2082. L 195.097267 115.97944
  2083. L 195.881267 116.371692
  2084. L 196.665267 116.496603
  2085. L 200.585269 116.51726
  2086. L 201.369269 115.53125
  2087. L 202.15327 116.313478
  2088. L 202.93727 116.538378
  2089. L 203.72127 116.341962
  2090. L 204.505271 116.636472
  2091. L 205.289271 116.270478
  2092. L 206.073271 116.292654
  2093. L 206.857272 116.718069
  2094. L 208.425273 116.687251
  2095. L 209.209273 116.310967
  2096. L 209.993273 116.2765
  2097. L 210.777274 116.10131
  2098. L 211.561274 116.370465
  2099. L 213.913275 116.58487
  2100. L 214.697275 116.376929
  2101. L 215.481276 116.430081
  2102. L 216.265276 116.313851
  2103. L 217.049276 115.658731
  2104. L 217.833277 116.22171
  2105. L 218.617277 116.60382
  2106. L 220.185278 116.645045
  2107. L 220.969278 116.313556
  2108. L 221.753278 116.32105
  2109. L 222.537279 116.53155
  2110. L 223.321279 116.491119
  2111. L 224.10528 115.862836
  2112. L 224.88928 116.426217
  2113. L 225.67328 116.260119
  2114. L 227.241281 116.709869
  2115. L 228.025281 116.569558
  2116. L 228.809282 116.640356
  2117. L 229.593282 116.310006
  2118. L 231.161283 116.525882
  2119. L 232.729283 116.146224
  2120. L 233.513284 116.248977
  2121. L 234.297284 116.507137
  2122. L 235.081284 116.582104
  2123. L 236.649285 116.235755
  2124. L 237.433286 116.662661
  2125. L 238.217286 116.69909
  2126. L 239.001286 116.606959
  2127. L 240.569287 116.643927
  2128. L 241.353287 116.217286
  2129. L 242.137288 116.682994
  2130. L 242.921288 116.756842
  2131. L 243.705288 116.649656
  2132. L 244.489289 116.789917
  2133. L 246.057289 116.402117
  2134. L 246.84129 116.650695
  2135. L 248.40929 116.632813
  2136. L 249.977291 116.494789
  2137. L 250.761291 115.891261
  2138. L 251.545292 116.530364
  2139. L 252.329292 116.304906
  2140. L 253.113293 116.56233
  2141. L 253.897293 116.528235
  2142. L 254.681293 116.281306
  2143. L 256.249294 116.641798
  2144. L 257.033294 116.778078
  2145. L 257.817295 116.012681
  2146. L 258.601295 115.907171
  2147. L 259.385295 116.300561
  2148. L 260.953296 116.616797
  2149. L 261.737296 116.255529
  2150. L 262.521297 116.517937
  2151. L 264.089297 116.370269
  2152. L 264.873298 116.634825
  2153. L 265.657298 116.521202
  2154. L 266.441298 98.379992
  2155. L 267.225299 97.912421
  2156. L 268.009299 114.604581
  2157. L 268.7933 116.80771
  2158. L 269.5773 116.734577
  2159. L 270.3613 116.918653
  2160. L 271.145301 114.100854
  2161. L 271.929301 115.864327
  2162. L 273.497302 116.322835
  2163. L 274.281302 116.162996
  2164. L 275.065302 116.380726
  2165. L 275.849303 116.375536
  2166. L 276.633303 116.648036
  2167. L 277.417303 116.667643
  2168. L 278.201304 114.086662
  2169. L 278.985304 112.812438
  2170. L 279.769304 115.051898
  2171. L 280.553305 115.696768
  2172. L 281.337305 115.570141
  2173. L 282.905306 116.296912
  2174. L 283.689306 109.203456
  2175. L 284.473307 108.918108
  2176. L 285.257307 116.271379
  2177. L 286.041307 117.30505
  2178. L 286.825308 115.443591
  2179. L 287.609308 116.767691
  2180. L 289.961309 117.025899
  2181. L 291.52931 116.661003
  2182. L 292.31331 116.22277
  2183. L 293.09731 116.507441
  2184. L 293.881311 116.546509
  2185. L 295.449311 116.267535
  2186. L 296.233312 116.220454
  2187. L 297.017312 116.52495
  2188. L 297.801313 116.569637
  2189. L 298.585313 116.448835
  2190. L 300.153314 116.743425
  2191. L 300.937314 116.535915
  2192. L 301.721314 116.025127
  2193. L 303.289315 116.751545
  2194. L 304.073315 116.823756
  2195. L 304.857316 116.605173
  2196. L 305.641316 116.196826
  2197. L 306.425316 116.275676
  2198. L 307.209317 116.092924
  2199. L 307.993317 116.447903
  2200. L 308.777317 116.46497
  2201. L 310.345318 116.696696
  2202. L 313.48132 116.490169
  2203. L 315.04932 115.175504
  2204. L 315.833321 107.324578
  2205. L 316.617321 109.27193
  2206. L 317.401321 115.300024
  2207. L 318.185322 116.806346
  2208. L 318.969322 116.925823
  2209. L 319.753322 116.840401
  2210. L 320.537323 116.898183
  2211. L 321.321323 116.704485
  2212. L 322.105323 116.24881
  2213. L 322.889324 116.307986
  2214. L 323.673324 116.806336
  2215. L 324.457324 116.787121
  2216. L 326.809326 116.31491
  2217. L 328.377326 116.510237
  2218. L 329.161327 115.860953
  2219. L 329.945327 116.616208
  2220. L 330.729327 116.418802
  2221. L 331.513328 116.377007
  2222. L 332.297328 116.511649
  2223. L 333.081328 116.433005
  2224. L 333.865329 116.642387
  2225. L 334.649329 116.498781
  2226. L 335.433329 116.607321
  2227. L 336.21733 116.479712
  2228. L 337.00133 116.605752
  2229. L 337.78533 116.345238
  2230. L 339.353331 116.828062
  2231. L 340.137332 116.552041
  2232. L 341.705332 116.958172
  2233. L 342.489333 116.376037
  2234. L 343.273333 115.1322
  2235. L 344.057333 110.844332
  2236. L 344.841334 110.491215
  2237. L 345.625334 111.818199
  2238. L 346.409334 116.576748
  2239. L 347.193335 116.412514
  2240. L 347.977335 116.583536
  2241. L 348.761335 116.511473
  2242. L 349.545336 116.262444
  2243. L 350.329336 116.522487
  2244. L 351.113336 117.095962
  2245. L 351.897337 116.581328
  2246. L 352.681337 116.459733
  2247. L 354.249338 116.531532
  2248. L 355.033338 116.220906
  2249. L 355.817339 116.702062
  2250. L 356.601339 116.629508
  2251. L 357.385339 116.424451
  2252. L 358.16934 116.817636
  2253. L 359.73734 116.956965
  2254. L 360.521341 116.755959
  2255. L 361.305341 116.850808
  2256. L 363.657342 116.72007
  2257. L 365.225343 116.788474
  2258. L 366.009343 116.292851
  2259. L 366.793343 116.587901
  2260. L 368.361344 116.589195
  2261. L 369.145345 116.504176
  2262. L 369.929345 116.585773
  2263. L 370.713345 116.176414
  2264. L 371.497346 116.714784
  2265. L 372.281346 116.838233
  2266. L 372.281346 116.838233
  2267. " style="fill:none;stroke:#38a9c5;stroke-linecap:round;stroke-width:0.8;"/>
  2268. </g>
  2269. <g id="text_10">
  2270. <g id="patch_12">
  2271. <path d="M 18.697188 108.96222
  2272. L 46.430938 108.96222
  2273. Q 48.830938 108.96222 48.830938 106.56222
  2274. L 48.830938 98.81972
  2275. Q 48.830938 96.41972 46.430938 96.41972
  2276. L 18.697188 96.41972
  2277. Q 16.297188 96.41972 16.297188 98.81972
  2278. L 16.297188 106.56222
  2279. Q 16.297188 108.96222 18.697188 108.96222
  2280. z
  2281. " style="fill:#ffffff;opacity:0.8;"/>
  2282. </g>
  2283. <!-- DVARS -->
  2284. <defs>
  2285. <path d="M 19.671875 64.796875
  2286. L 19.671875 8.109375
  2287. L 31.59375 8.109375
  2288. Q 46.6875 8.109375 53.6875 14.9375
  2289. Q 60.6875 21.78125 60.6875 36.53125
  2290. Q 60.6875 51.171875 53.6875 57.984375
  2291. Q 46.6875 64.796875 31.59375 64.796875
  2292. z
  2293. M 9.8125 72.90625
  2294. L 30.078125 72.90625
  2295. Q 51.265625 72.90625 61.171875 64.09375
  2296. Q 71.09375 55.28125 71.09375 36.53125
  2297. Q 71.09375 17.671875 61.125 8.828125
  2298. Q 51.171875 0 30.078125 0
  2299. L 9.8125 0
  2300. z
  2301. " id="DejaVuSans-44"/>
  2302. <path d="M 28.609375 0
  2303. L 0.78125 72.90625
  2304. L 11.078125 72.90625
  2305. L 34.1875 11.53125
  2306. L 57.328125 72.90625
  2307. L 67.578125 72.90625
  2308. L 39.796875 0
  2309. z
  2310. " id="DejaVuSans-56"/>
  2311. <path d="M 34.1875 63.1875
  2312. L 20.796875 26.90625
  2313. L 47.609375 26.90625
  2314. z
  2315. M 28.609375 72.90625
  2316. L 39.796875 72.90625
  2317. L 67.578125 0
  2318. L 57.328125 0
  2319. L 50.6875 18.703125
  2320. L 17.828125 18.703125
  2321. L 11.1875 0
  2322. L 0.78125 0
  2323. z
  2324. " id="DejaVuSans-41"/>
  2325. <path d="M 44.390625 34.1875
  2326. Q 47.5625 33.109375 50.5625 29.59375
  2327. Q 53.5625 26.078125 56.59375 19.921875
  2328. L 66.609375 0
  2329. L 56 0
  2330. L 46.6875 18.703125
  2331. Q 43.0625 26.03125 39.671875 28.421875
  2332. Q 36.28125 30.8125 30.421875 30.8125
  2333. L 19.671875 30.8125
  2334. L 19.671875 0
  2335. L 9.8125 0
  2336. L 9.8125 72.90625
  2337. L 32.078125 72.90625
  2338. Q 44.578125 72.90625 50.734375 67.671875
  2339. Q 56.890625 62.453125 56.890625 51.90625
  2340. Q 56.890625 45.015625 53.6875 40.46875
  2341. Q 50.484375 35.9375 44.390625 34.1875
  2342. z
  2343. M 19.671875 64.796875
  2344. L 19.671875 38.921875
  2345. L 32.078125 38.921875
  2346. Q 39.203125 38.921875 42.84375 42.21875
  2347. Q 46.484375 45.515625 46.484375 51.90625
  2348. Q 46.484375 58.296875 42.84375 61.546875
  2349. Q 39.203125 64.796875 32.078125 64.796875
  2350. z
  2351. " id="DejaVuSans-52"/>
  2352. </defs>
  2353. <g style="fill:#38a9c5;" transform="translate(18.697188 104.89847)scale(0.08 -0.08)">
  2354. <use xlink:href="#DejaVuSans-44"/>
  2355. <use x="76.986328" xlink:href="#DejaVuSans-56"/>
  2356. <use x="145.300781" xlink:href="#DejaVuSans-41"/>
  2357. <use x="213.708984" xlink:href="#DejaVuSans-52"/>
  2358. <use x="283.191406" xlink:href="#DejaVuSans-53"/>
  2359. </g>
  2360. </g>
  2361. <g id="text_11">
  2362. <g id="patch_13">
  2363. <path d="M 290.289663 105.826595
  2364. L 365.209663 105.826595
  2365. Q 366.409663 105.826595 366.409663 104.626595
  2366. L 366.409663 100.755345
  2367. Q 366.409663 99.555345 365.209663 99.555345
  2368. L 290.289663 99.555345
  2369. Q 289.089663 99.555345 289.089663 100.755345
  2370. L 289.089663 104.626595
  2371. Q 289.089663 105.826595 290.289663 105.826595
  2372. z
  2373. " style="fill:#ffffff;opacity:0.8;"/>
  2374. </g>
  2375. <!-- max: 2.942 $\bullet$ mean: 1.093 $\bullet$ $\sigma$: 0.173 -->
  2376. <g style="fill:#38a9c5;" transform="translate(290.289663 103.79472)scale(0.04 -0.04)">
  2377. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2378. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2379. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2380. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2381. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2382. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-32"/>
  2383. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2384. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
  2385. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-34"/>
  2386. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-32"/>
  2387. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2388. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2389. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2390. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2391. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2392. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2393. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2394. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2395. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2396. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-31"/>
  2397. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2398. <use transform="translate(1140.283203 0.78125)" xlink:href="#DejaVuSans-30"/>
  2399. <use transform="translate(1203.90625 0.78125)" xlink:href="#DejaVuSans-39"/>
  2400. <use transform="translate(1267.529297 0.78125)" xlink:href="#DejaVuSans-33"/>
  2401. <use transform="translate(1331.152344 0.78125)" xlink:href="#DejaVuSans-20"/>
  2402. <use transform="translate(1362.939453 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2403. <use transform="translate(1425.537109 0.78125)" xlink:href="#DejaVuSans-20"/>
  2404. <use transform="translate(1457.324219 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2405. <use transform="translate(1520.703125 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2406. <use transform="translate(1554.394531 0.78125)" xlink:href="#DejaVuSans-20"/>
  2407. <use transform="translate(1586.181641 0.78125)" xlink:href="#DejaVuSans-30"/>
  2408. <use transform="translate(1649.804688 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2409. <use transform="translate(1681.591797 0.78125)" xlink:href="#DejaVuSans-31"/>
  2410. <use transform="translate(1745.214844 0.78125)" xlink:href="#DejaVuSans-37"/>
  2411. <use transform="translate(1808.837891 0.78125)" xlink:href="#DejaVuSans-33"/>
  2412. </g>
  2413. </g>
  2414. <g id="text_12">
  2415. <!-- 1.27 -->
  2416. <g style="fill:#d3d3d3;" transform="translate(11.0175 115.18053)scale(0.03 -0.03)">
  2417. <use xlink:href="#DejaVuSans-31"/>
  2418. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2419. <use x="95.410156" xlink:href="#DejaVuSans-32"/>
  2420. <use x="159.033203" xlink:href="#DejaVuSans-37"/>
  2421. </g>
  2422. </g>
  2423. </g>
  2424. <g id="axes_5">
  2425. <g id="patch_14">
  2426. <path d="M 18.697188 148.249344
  2427. L 372.281346 148.249344
  2428. L 372.281346 122.702592
  2429. L 18.697188 122.702592
  2430. z
  2431. " style="fill:#ffffff;"/>
  2432. </g>
  2433. <g id="matplotlib.axis_9">
  2434. <g id="xtick_25"/>
  2435. <g id="xtick_26"/>
  2436. <g id="xtick_27"/>
  2437. <g id="xtick_28"/>
  2438. <g id="xtick_29"/>
  2439. <g id="xtick_30"/>
  2440. </g>
  2441. <g id="matplotlib.axis_10"/>
  2442. <g id="line2d_9">
  2443. <path clip-path="url(#p9d4c660a0c)" d="M 18.697188 143.163755
  2444. L 372.281346 143.163755
  2445. " style="fill:none;stroke:#d3d3d3;stroke-linecap:round;stroke-width:0.1;"/>
  2446. </g>
  2447. <g id="line2d_10">
  2448. <path clip-path="url(#p9d4c660a0c)" d="M 19.481188 145.474192
  2449. L 21.049189 145.588653
  2450. L 21.833189 145.186184
  2451. L 22.617189 142.489782
  2452. L 23.40119 136.838633
  2453. L 24.18519 141.357692
  2454. L 24.96919 143.450218
  2455. L 25.753191 144.9273
  2456. L 27.321191 145.43854
  2457. L 28.105192 145.014566
  2458. L 28.889192 144.825405
  2459. L 29.673192 145.586225
  2460. L 30.457193 145.151433
  2461. L 31.241193 145.042469
  2462. L 33.593194 145.182832
  2463. L 34.377195 145.439982
  2464. L 35.161195 144.733333
  2465. L 35.945195 145.005146
  2466. L 36.729196 144.697871
  2467. L 38.297196 145.102557
  2468. L 39.081197 145.541822
  2469. L 40.649197 143.710094
  2470. L 41.433198 144.467933
  2471. L 42.217198 144.811295
  2472. L 43.001198 144.554594
  2473. L 43.785199 144.033046
  2474. L 44.569199 145.471256
  2475. L 45.353199 145.051727
  2476. L 47.7052 144.845544
  2477. L 48.489201 145.27488
  2478. L 49.273201 144.99994
  2479. L 50.057202 144.529627
  2480. L 50.841202 144.906926
  2481. L 51.625202 145.866041
  2482. L 52.409203 145.088162
  2483. L 53.193203 144.557124
  2484. L 53.977203 145.295566
  2485. L 54.761204 145.300871
  2486. L 55.545204 144.423418
  2487. L 56.329204 144.419902
  2488. L 57.113205 145.723477
  2489. L 57.897205 145.18291
  2490. L 58.681205 144.86702
  2491. L 59.465206 142.089346
  2492. L 60.249206 141.389528
  2493. L 61.033206 144.567441
  2494. L 61.817207 143.820003
  2495. L 62.601207 145.582272
  2496. L 63.385208 145.71913
  2497. L 64.169208 145.289959
  2498. L 64.953208 144.074247
  2499. L 65.737209 144.940413
  2500. L 66.521209 145.281879
  2501. L 67.305209 145.193259
  2502. L 68.08921 145.520382
  2503. L 68.87321 145.72595
  2504. L 70.441211 145.630761
  2505. L 71.225211 145.38812
  2506. L 72.009211 145.453548
  2507. L 72.793212 145.654771
  2508. L 73.577212 145.615501
  2509. L 74.361212 145.423059
  2510. L 75.929213 145.695012
  2511. L 77.497214 145.353818
  2512. L 78.281214 145.687669
  2513. L 79.065215 145.629641
  2514. L 79.849215 145.30861
  2515. L 81.417216 145.34777
  2516. L 82.201216 145.710943
  2517. L 82.985216 145.533665
  2518. L 83.769217 145.003815
  2519. L 84.553217 145.548748
  2520. L 85.337217 145.864404
  2521. L 86.121218 145.722412
  2522. L 86.905218 145.378034
  2523. L 87.689218 145.183269
  2524. L 88.473219 145.228471
  2525. L 89.257219 145.592628
  2526. L 90.041219 145.465145
  2527. L 90.82522 145.14476
  2528. L 91.60922 145.112284
  2529. L 92.393221 145.492658
  2530. L 93.177221 145.334394
  2531. L 93.961221 145.340729
  2532. L 94.745222 145.585076
  2533. L 95.529222 144.19753
  2534. L 96.313222 144.975766
  2535. L 97.097223 144.747364
  2536. L 97.881223 145.365375
  2537. L 99.449224 145.763299
  2538. L 101.017224 145.218122
  2539. L 101.801225 145.554417
  2540. L 102.585225 145.609016
  2541. L 103.369225 145.256983
  2542. L 104.153226 145.348344
  2543. L 104.937226 145.782996
  2544. L 105.721226 145.497989
  2545. L 106.505227 144.01787
  2546. L 107.289227 142.250989
  2547. L 108.073228 143.62255
  2548. L 108.857228 144.232795
  2549. L 109.641228 144.268488
  2550. L 111.209229 145.369399
  2551. L 111.993229 144.641305
  2552. L 112.77723 145.254204
  2553. L 113.56123 145.317839
  2554. L 114.34523 144.653362
  2555. L 115.129231 145.03291
  2556. L 115.913231 145.839694
  2557. L 116.697231 144.764227
  2558. L 117.481232 144.982577
  2559. L 118.265232 145.712178
  2560. L 119.049232 144.915468
  2561. L 119.833233 145.229463
  2562. L 120.617233 145.287776
  2563. L 121.401234 144.74862
  2564. L 122.969234 145.647279
  2565. L 123.753235 144.764119
  2566. L 124.537235 144.426718
  2567. L 125.321235 145.469888
  2568. L 126.105236 144.759065
  2569. L 126.889236 144.420311
  2570. L 127.673236 145.355945
  2571. L 128.457237 145.755242
  2572. L 130.025237 144.805942
  2573. L 130.809238 145.295014
  2574. L 131.593238 144.543461
  2575. L 132.377238 144.419962
  2576. L 133.161239 145.760103
  2577. L 133.945239 144.877419
  2578. L 134.729239 144.897531
  2579. L 135.51324 145.322097
  2580. L 136.29724 145.245664
  2581. L 137.081241 144.730496
  2582. L 137.865241 145.708321
  2583. L 138.649241 144.970882
  2584. L 139.433242 144.830839
  2585. L 140.217242 144.890765
  2586. L 141.001242 145.563547
  2587. L 141.785243 144.882361
  2588. L 142.569243 144.792044
  2589. L 143.353243 144.392201
  2590. L 144.137244 140.841008
  2591. L 144.921244 138.667715
  2592. L 145.705244 139.948288
  2593. L 146.489245 143.473839
  2594. L 147.273245 144.184798
  2595. L 148.057245 145.584958
  2596. L 148.841246 145.686073
  2597. L 150.409247 145.406618
  2598. L 151.193247 145.715137
  2599. L 151.977247 145.61645
  2600. L 152.761248 145.154284
  2601. L 153.545248 145.522229
  2602. L 155.897249 145.793603
  2603. L 156.681249 145.384814
  2604. L 157.46525 145.39128
  2605. L 158.24925 145.830621
  2606. L 159.03325 145.43721
  2607. L 159.817251 145.275844
  2608. L 160.601251 145.745836
  2609. L 161.385251 145.561231
  2610. L 162.169252 145.531148
  2611. L 162.953252 145.72694
  2612. L 163.737252 145.731156
  2613. L 164.521253 144.671925
  2614. L 165.305253 144.787007
  2615. L 166.089254 145.449087
  2616. L 166.873254 145.759772
  2617. L 167.657254 145.346663
  2618. L 168.441255 145.120138
  2619. L 169.225255 145.740909
  2620. L 170.009255 145.220695
  2621. L 170.793256 145.013608
  2622. L 171.577256 145.328059
  2623. L 172.361256 145.315575
  2624. L 173.145257 144.881479
  2625. L 173.929257 144.807539
  2626. L 174.713257 145.823884
  2627. L 175.497258 145.256286
  2628. L 176.281258 145.126105
  2629. L 178.633259 145.815809
  2630. L 179.41726 145.142973
  2631. L 180.20126 144.901268
  2632. L 180.98526 145.445327
  2633. L 182.553261 145.717754
  2634. L 183.337261 145.342892
  2635. L 184.121262 145.326236
  2636. L 184.905262 145.84178
  2637. L 185.689262 145.482223
  2638. L 186.473263 145.327578
  2639. L 187.257263 145.351948
  2640. L 188.041263 145.695534
  2641. L 188.825264 145.008425
  2642. L 189.609264 145.061917
  2643. L 190.393264 145.255639
  2644. L 191.177265 145.631985
  2645. L 192.745265 144.887321
  2646. L 193.529266 144.844898
  2647. L 194.313266 145.625138
  2648. L 195.097267 145.31694
  2649. L 195.881267 144.844355
  2650. L 197.449268 145.470641
  2651. L 198.233268 145.07489
  2652. L 199.017268 145.043411
  2653. L 200.585269 145.537802
  2654. L 201.369269 144.952124
  2655. L 202.15327 145.668484
  2656. L 202.93727 145.436475
  2657. L 203.72127 144.78545
  2658. L 204.505271 145.060734
  2659. L 205.289271 145.467568
  2660. L 206.073271 144.808131
  2661. L 206.857272 145.407273
  2662. L 207.641272 145.830944
  2663. L 208.425273 145.347716
  2664. L 209.209273 145.319574
  2665. L 209.993273 145.746167
  2666. L 210.777274 145.175898
  2667. L 211.561274 144.821473
  2668. L 212.345274 144.91724
  2669. L 213.129275 145.494019
  2670. L 213.913275 145.826202
  2671. L 214.697275 145.077302
  2672. L 215.481276 145.033402
  2673. L 216.265276 145.701169
  2674. L 217.833277 144.87807
  2675. L 218.617277 145.73547
  2676. L 219.401277 145.224059
  2677. L 220.185278 145.009311
  2678. L 220.969278 145.416354
  2679. L 221.753278 145.550054
  2680. L 222.537279 145.14777
  2681. L 224.10528 145.488419
  2682. L 224.88928 145.447847
  2683. L 225.67328 145.126568
  2684. L 226.457281 145.871202
  2685. L 227.241281 145.490884
  2686. L 228.025281 145.553472
  2687. L 228.809282 145.210818
  2688. L 229.593282 145.693482
  2689. L 230.377282 145.265711
  2690. L 231.161283 145.074652
  2691. L 231.945283 145.202911
  2692. L 232.729283 145.694496
  2693. L 233.513284 144.967622
  2694. L 234.297284 144.931459
  2695. L 235.081284 145.816691
  2696. L 235.865285 145.109381
  2697. L 236.649285 145.242228
  2698. L 238.217286 145.750239
  2699. L 239.001286 145.156606
  2700. L 239.785287 145.031882
  2701. L 240.569287 145.819897
  2702. L 241.353287 145.195653
  2703. L 242.137288 145.228793
  2704. L 242.921288 145.577336
  2705. L 243.705288 145.192393
  2706. L 244.489289 145.104131
  2707. L 245.273289 145.736076
  2708. L 246.057289 145.16041
  2709. L 246.84129 145.156228
  2710. L 247.62529 145.602959
  2711. L 249.193291 144.971476
  2712. L 249.977291 145.517821
  2713. L 250.761291 145.395266
  2714. L 251.545292 144.879414
  2715. L 252.329292 144.890639
  2716. L 253.113293 145.06657
  2717. L 253.897293 145.705916
  2718. L 254.681293 144.912711
  2719. L 255.465294 145.107396
  2720. L 256.249294 145.541812
  2721. L 257.033294 144.906593
  2722. L 257.817295 144.89562
  2723. L 258.601295 145.495077
  2724. L 259.385295 144.872551
  2725. L 260.169296 145.085295
  2726. L 260.953296 145.713643
  2727. L 261.737296 145.229286
  2728. L 262.521297 145.31251
  2729. L 263.305297 145.773107
  2730. L 264.089297 145.056701
  2731. L 264.873298 144.903522
  2732. L 265.657298 145.593367
  2733. L 266.441298 124.825493
  2734. L 267.225299 139.773043
  2735. L 268.009299 143.145508
  2736. L 268.7933 144.622668
  2737. L 269.5773 144.915172
  2738. L 270.3613 144.954102
  2739. L 271.145301 141.050929
  2740. L 271.929301 145.198586
  2741. L 272.713301 145.459238
  2742. L 273.497302 145.249417
  2743. L 274.281302 145.208744
  2744. L 275.065302 145.539572
  2745. L 275.849303 145.492098
  2746. L 276.633303 145.095197
  2747. L 277.417303 145.513573
  2748. L 278.201304 142.944297
  2749. L 278.985304 144.66664
  2750. L 279.769304 143.182001
  2751. L 280.553305 144.641643
  2752. L 281.337305 145.346187
  2753. L 282.121306 145.355506
  2754. L 282.905306 145.22707
  2755. L 283.689306 137.386411
  2756. L 284.473307 143.580747
  2757. L 285.257307 144.734782
  2758. L 286.041307 144.478884
  2759. L 286.825308 142.293833
  2760. L 287.609308 145.589947
  2761. L 288.393308 145.749623
  2762. L 289.177309 145.620723
  2763. L 289.961309 145.83325
  2764. L 290.745309 145.626612
  2765. L 291.52931 145.243995
  2766. L 292.31331 145.308349
  2767. L 293.881311 145.806557
  2768. L 295.449311 145.285886
  2769. L 296.233312 145.81564
  2770. L 297.801313 145.107568
  2771. L 298.585313 145.571149
  2772. L 299.369313 145.567544
  2773. L 300.153314 145.380317
  2774. L 301.721314 145.912735
  2775. L 304.073315 145.544271
  2776. L 304.857316 145.81648
  2777. L 305.641316 145.762196
  2778. L 306.425316 145.080152
  2779. L 307.209317 145.146385
  2780. L 307.993317 145.750204
  2781. L 308.777317 145.761007
  2782. L 309.561318 145.379168
  2783. L 311.129319 145.711145
  2784. L 311.913319 145.338482
  2785. L 312.697319 145.379722
  2786. L 313.48132 145.709755
  2787. L 314.26532 145.276258
  2788. L 315.04932 144.563524
  2789. L 315.833321 127.053257
  2790. L 316.617321 138.767964
  2791. L 317.401321 142.836791
  2792. L 318.185322 143.991576
  2793. L 318.969322 144.895664
  2794. L 319.753322 144.869268
  2795. L 320.537323 145.356492
  2796. L 321.321323 145.076288
  2797. L 322.105323 143.698441
  2798. L 322.889324 145.286978
  2799. L 323.673324 145.124334
  2800. L 324.457324 145.587858
  2801. L 325.241325 145.653961
  2802. L 326.025325 145.179867
  2803. L 327.593326 144.918149
  2804. L 328.377326 145.711892
  2805. L 329.161327 145.639258
  2806. L 329.945327 144.916437
  2807. L 331.513328 145.456361
  2808. L 332.297328 145.627003
  2809. L 333.081328 145.115797
  2810. L 333.865329 145.22444
  2811. L 334.649329 145.722489
  2812. L 335.433329 145.050733
  2813. L 336.21733 145.397996
  2814. L 337.00133 145.601162
  2815. L 337.78533 145.107839
  2816. L 338.569331 145.073344
  2817. L 339.353331 145.890267
  2818. L 340.137332 144.967568
  2819. L 340.921332 145.216262
  2820. L 341.705332 145.764292
  2821. L 342.489333 144.852905
  2822. L 343.273333 142.337702
  2823. L 344.057333 133.68115
  2824. L 344.841334 141.215699
  2825. L 345.625334 134.058588
  2826. L 346.409334 144.454511
  2827. L 347.193335 145.223472
  2828. L 347.977335 145.12158
  2829. L 348.761335 145.590894
  2830. L 349.545336 145.631061
  2831. L 350.329336 145.449743
  2832. L 351.113336 145.392052
  2833. L 352.681337 145.689065
  2834. L 353.465337 145.235961
  2835. L 354.249338 145.26844
  2836. L 355.033338 145.640374
  2837. L 356.601339 145.420565
  2838. L 357.385339 145.473992
  2839. L 358.16934 145.648474
  2840. L 358.95334 145.640459
  2841. L 359.73734 145.197164
  2842. L 361.305341 145.604189
  2843. L 362.089341 145.1817
  2844. L 362.873342 145.352826
  2845. L 363.657342 145.757984
  2846. L 364.441342 145.408784
  2847. L 366.009343 145.508172
  2848. L 366.793343 145.621175
  2849. L 367.577344 145.329659
  2850. L 368.361344 145.282647
  2851. L 369.929345 145.877584
  2852. L 370.713345 145.243617
  2853. L 371.497346 145.251833
  2854. L 372.281346 145.668826
  2855. L 372.281346 145.668826
  2856. " style="fill:none;stroke:#cc7af4;stroke-linecap:round;stroke-width:0.8;"/>
  2857. </g>
  2858. <g id="text_13">
  2859. <g id="patch_15">
  2860. <path d="M 18.697188 136.637868
  2861. L 29.458438 136.637868
  2862. Q 31.858438 136.637868 31.858438 134.237868
  2863. L 31.858438 126.495368
  2864. Q 31.858438 124.095368 29.458438 124.095368
  2865. L 18.697188 124.095368
  2866. Q 16.297188 124.095368 16.297188 126.495368
  2867. L 16.297188 134.237868
  2868. Q 16.297188 136.637868 18.697188 136.637868
  2869. z
  2870. " style="fill:#ffffff;opacity:0.8;"/>
  2871. </g>
  2872. <!-- FD -->
  2873. <g style="fill:#cc7af4;" transform="translate(18.697188 132.574118)scale(0.08 -0.08)">
  2874. <use xlink:href="#DejaVuSans-46"/>
  2875. <use x="57.519531" xlink:href="#DejaVuSans-44"/>
  2876. </g>
  2877. </g>
  2878. <g id="text_14">
  2879. <g id="patch_16">
  2880. <path d="M 290.289663 133.502243
  2881. L 365.209663 133.502243
  2882. Q 366.409663 133.502243 366.409663 132.302243
  2883. L 366.409663 128.430993
  2884. Q 366.409663 127.230993 365.209663 127.230993
  2885. L 290.289663 127.230993
  2886. Q 289.089663 127.230993 289.089663 128.430993
  2887. L 289.089663 132.302243
  2888. Q 289.089663 133.502243 290.289663 133.502243
  2889. z
  2890. " style="fill:#ffffff;opacity:0.8;"/>
  2891. </g>
  2892. <!-- max: 3.961 $\bullet$ mean: 0.210 $\bullet$ $\sigma$: 0.336 -->
  2893. <g style="fill:#cc7af4;" transform="translate(290.289663 131.470368)scale(0.04 -0.04)">
  2894. <use transform="translate(0 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2895. <use transform="translate(97.412109 0.78125)" xlink:href="#DejaVuSans-61"/>
  2896. <use transform="translate(158.691406 0.78125)" xlink:href="#DejaVuSans-78"/>
  2897. <use transform="translate(217.871094 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2898. <use transform="translate(251.5625 0.78125)" xlink:href="#DejaVuSans-20"/>
  2899. <use transform="translate(283.349609 0.78125)" xlink:href="#DejaVuSans-33"/>
  2900. <use transform="translate(346.972656 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2901. <use transform="translate(378.759766 0.78125)" xlink:href="#DejaVuSans-39"/>
  2902. <use transform="translate(442.382812 0.78125)" xlink:href="#DejaVuSans-36"/>
  2903. <use transform="translate(506.005859 0.78125)" xlink:href="#DejaVuSans-31"/>
  2904. <use transform="translate(569.628906 0.78125)" xlink:href="#DejaVuSans-20"/>
  2905. <use transform="translate(601.416016 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2906. <use transform="translate(664.013672 0.78125)" xlink:href="#DejaVuSans-20"/>
  2907. <use transform="translate(695.800781 0.78125)" xlink:href="#DejaVuSans-6d"/>
  2908. <use transform="translate(793.212891 0.78125)" xlink:href="#DejaVuSans-65"/>
  2909. <use transform="translate(854.736328 0.78125)" xlink:href="#DejaVuSans-61"/>
  2910. <use transform="translate(916.015625 0.78125)" xlink:href="#DejaVuSans-6e"/>
  2911. <use transform="translate(979.394531 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2912. <use transform="translate(1013.085938 0.78125)" xlink:href="#DejaVuSans-20"/>
  2913. <use transform="translate(1044.873047 0.78125)" xlink:href="#DejaVuSans-30"/>
  2914. <use transform="translate(1108.496094 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2915. <use transform="translate(1140.205078 0.78125)" xlink:href="#DejaVuSans-32"/>
  2916. <use transform="translate(1203.828125 0.78125)" xlink:href="#DejaVuSans-31"/>
  2917. <use transform="translate(1267.451172 0.78125)" xlink:href="#DejaVuSans-30"/>
  2918. <use transform="translate(1331.074219 0.78125)" xlink:href="#DejaVuSans-20"/>
  2919. <use transform="translate(1362.861328 0.78125)" xlink:href="#DejaVuSans-2219"/>
  2920. <use transform="translate(1425.458984 0.78125)" xlink:href="#DejaVuSans-20"/>
  2921. <use transform="translate(1457.246094 0.78125)" xlink:href="#DejaVuSans-Oblique-3c3"/>
  2922. <use transform="translate(1520.625 0.78125)" xlink:href="#DejaVuSans-3a"/>
  2923. <use transform="translate(1554.316406 0.78125)" xlink:href="#DejaVuSans-20"/>
  2924. <use transform="translate(1586.103516 0.78125)" xlink:href="#DejaVuSans-30"/>
  2925. <use transform="translate(1649.726562 0.78125)" xlink:href="#DejaVuSans-2e"/>
  2926. <use transform="translate(1681.513672 0.78125)" xlink:href="#DejaVuSans-33"/>
  2927. <use transform="translate(1745.136719 0.78125)" xlink:href="#DejaVuSans-33"/>
  2928. <use transform="translate(1808.759766 0.78125)" xlink:href="#DejaVuSans-36"/>
  2929. </g>
  2930. </g>
  2931. <g id="text_15">
  2932. <!-- 0.54 -->
  2933. <g style="fill:#d3d3d3;" transform="translate(11.0175 143.991567)scale(0.03 -0.03)">
  2934. <use xlink:href="#DejaVuSans-30"/>
  2935. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2936. <use x="95.410156" xlink:href="#DejaVuSans-35"/>
  2937. <use x="159.033203" xlink:href="#DejaVuSans-34"/>
  2938. </g>
  2939. </g>
  2940. </g>
  2941. <g id="axes_6">
  2942. <g id="patch_17">
  2943. <path d="M 15.161346 278.112
  2944. L 18.697188 278.112
  2945. L 18.697188 150.37824
  2946. L 15.161346 150.37824
  2947. z
  2948. " style="fill:#ffffff;"/>
  2949. </g>
  2950. <g clip-path="url(#pb893b8074c)">
  2951. <image height="948" id="imageacdee3d078" transform="matrix(4 0 0 0.135021 15.161346 150.112)" width="1" xlink:href="data:image/png;base64,
  2952. iVBORw0KGgoAAAANSUhEUgAAAAEAAAO0CAYAAABk+lzSAAAABHNCSVQICAgIfAhkiAAAAERJREFUWIXt16ENACAQBMELiiogKDA0RCM0Ri1oOoEqPrxYM3aTc6c81w2SBAAAAABgyInjX7yX5GEDsEa7Nu4NAIBTHjI+DYBDLZzGAAAAAElFTkSuQmCC"/>
  2953. </g>
  2954. <g id="matplotlib.axis_11"/>
  2955. <g id="matplotlib.axis_12"/>
  2956. </g>
  2957. <g id="axes_7">
  2958. <g id="patch_18">
  2959. <path d="M 18.697188 278.112
  2960. L 372.281346 278.112
  2961. L 372.281346 150.37824
  2962. L 18.697188 150.37824
  2963. z
  2964. " style="fill:#ffffff;"/>
  2965. </g>
  2966. <g clip-path="url(#pb31283ad89)">
  2967. <image height="128.16" id="image69b6d9c184" transform="scale(1 -1)translate(0 -128.16)" width="354.24" x="18.697188" xlink:href="data:image/png;base64,
  2968. 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" y="-149.952"/>
  2969. </g>
  2970. <g id="matplotlib.axis_13">
  2971. <g id="xtick_31">
  2972. <g id="line2d_11">
  2973. <defs>
  2974. <path d="M 0 0
  2975. L 0 4.8
  2976. " id="m86970dc9e8" style="stroke:#262626;"/>
  2977. </defs>
  2978. <g>
  2979. <use style="fill:#262626;stroke:#262626;" x="19.08832" xlink:href="#m86970dc9e8" y="278.112"/>
  2980. </g>
  2981. </g>
  2982. <g id="text_16">
  2983. <!-- 0.00 -->
  2984. <g style="fill:#262626;" transform="translate(13.521914 290.211219)scale(0.05 -0.05)">
  2985. <use xlink:href="#DejaVuSans-30"/>
  2986. <use x="63.623047" xlink:href="#DejaVuSans-2e"/>
  2987. <use x="95.410156" xlink:href="#DejaVuSans-30"/>
  2988. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  2989. </g>
  2990. </g>
  2991. </g>
  2992. <g id="xtick_32">
  2993. <g id="line2d_12">
  2994. <g>
  2995. <use style="fill:#262626;stroke:#262626;" x="89.492246" xlink:href="#m86970dc9e8" y="278.112"/>
  2996. </g>
  2997. </g>
  2998. <g id="text_17">
  2999. <!-- 90.00 -->
  3000. <g style="fill:#262626;" transform="translate(82.335215 290.211219)scale(0.05 -0.05)">
  3001. <use xlink:href="#DejaVuSans-39"/>
  3002. <use x="63.623047" xlink:href="#DejaVuSans-30"/>
  3003. <use x="127.246094" xlink:href="#DejaVuSans-2e"/>
  3004. <use x="159.033203" xlink:href="#DejaVuSans-30"/>
  3005. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3006. </g>
  3007. </g>
  3008. </g>
  3009. <g id="xtick_33">
  3010. <g id="line2d_13">
  3011. <g>
  3012. <use style="fill:#262626;stroke:#262626;" x="159.896171" xlink:href="#m86970dc9e8" y="278.112"/>
  3013. </g>
  3014. </g>
  3015. <g id="text_18">
  3016. <!-- 180.00 -->
  3017. <g style="fill:#262626;" transform="translate(151.148515 290.211219)scale(0.05 -0.05)">
  3018. <use xlink:href="#DejaVuSans-31"/>
  3019. <use x="63.623047" xlink:href="#DejaVuSans-38"/>
  3020. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  3021. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3022. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3023. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3024. </g>
  3025. </g>
  3026. </g>
  3027. <g id="xtick_34">
  3028. <g id="line2d_14">
  3029. <g>
  3030. <use style="fill:#262626;stroke:#262626;" x="230.300096" xlink:href="#m86970dc9e8" y="278.112"/>
  3031. </g>
  3032. </g>
  3033. <g id="text_19">
  3034. <!-- 270.00 -->
  3035. <g style="fill:#262626;" transform="translate(221.55244 290.211219)scale(0.05 -0.05)">
  3036. <use xlink:href="#DejaVuSans-32"/>
  3037. <use x="63.623047" xlink:href="#DejaVuSans-37"/>
  3038. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  3039. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3040. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3041. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3042. </g>
  3043. </g>
  3044. </g>
  3045. <g id="xtick_35">
  3046. <g id="line2d_15">
  3047. <g>
  3048. <use style="fill:#262626;stroke:#262626;" x="300.704022" xlink:href="#m86970dc9e8" y="278.112"/>
  3049. </g>
  3050. </g>
  3051. <g id="text_20">
  3052. <!-- 360.00 -->
  3053. <g style="fill:#262626;" transform="translate(291.956366 290.211219)scale(0.05 -0.05)">
  3054. <use xlink:href="#DejaVuSans-33"/>
  3055. <use x="63.623047" xlink:href="#DejaVuSans-36"/>
  3056. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  3057. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3058. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3059. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3060. </g>
  3061. </g>
  3062. </g>
  3063. <g id="xtick_36">
  3064. <g id="line2d_16">
  3065. <g>
  3066. <use style="fill:#262626;stroke:#262626;" x="371.107947" xlink:href="#m86970dc9e8" y="278.112"/>
  3067. </g>
  3068. </g>
  3069. <g id="text_21">
  3070. <!-- 450.00 -->
  3071. <g style="fill:#262626;" transform="translate(362.360291 290.211219)scale(0.05 -0.05)">
  3072. <use xlink:href="#DejaVuSans-34"/>
  3073. <use x="63.623047" xlink:href="#DejaVuSans-35"/>
  3074. <use x="127.246094" xlink:href="#DejaVuSans-30"/>
  3075. <use x="190.869141" xlink:href="#DejaVuSans-2e"/>
  3076. <use x="222.65625" xlink:href="#DejaVuSans-30"/>
  3077. <use x="286.279297" xlink:href="#DejaVuSans-30"/>
  3078. </g>
  3079. </g>
  3080. </g>
  3081. <g id="text_22">
  3082. <!-- time (s) -->
  3083. <defs>
  3084. <path d="M 18.3125 70.21875
  3085. L 18.3125 54.6875
  3086. L 36.8125 54.6875
  3087. L 36.8125 47.703125
  3088. L 18.3125 47.703125
  3089. L 18.3125 18.015625
  3090. Q 18.3125 11.328125 20.140625 9.421875
  3091. Q 21.96875 7.515625 27.59375 7.515625
  3092. L 36.8125 7.515625
  3093. L 36.8125 0
  3094. L 27.59375 0
  3095. Q 17.1875 0 13.234375 3.875
  3096. Q 9.28125 7.765625 9.28125 18.015625
  3097. L 9.28125 47.703125
  3098. L 2.6875 47.703125
  3099. L 2.6875 54.6875
  3100. L 9.28125 54.6875
  3101. L 9.28125 70.21875
  3102. z
  3103. " id="DejaVuSans-74"/>
  3104. <path d="M 9.421875 54.6875
  3105. L 18.40625 54.6875
  3106. L 18.40625 0
  3107. L 9.421875 0
  3108. z
  3109. M 9.421875 75.984375
  3110. L 18.40625 75.984375
  3111. L 18.40625 64.59375
  3112. L 9.421875 64.59375
  3113. z
  3114. " id="DejaVuSans-69"/>
  3115. <path d="M 31 75.875
  3116. Q 24.46875 64.65625 21.28125 53.65625
  3117. Q 18.109375 42.671875 18.109375 31.390625
  3118. Q 18.109375 20.125 21.3125 9.0625
  3119. Q 24.515625 -2 31 -13.1875
  3120. L 23.1875 -13.1875
  3121. Q 15.875 -1.703125 12.234375 9.375
  3122. Q 8.59375 20.453125 8.59375 31.390625
  3123. Q 8.59375 42.28125 12.203125 53.3125
  3124. Q 15.828125 64.359375 23.1875 75.875
  3125. z
  3126. " id="DejaVuSans-28"/>
  3127. <path d="M 44.28125 53.078125
  3128. L 44.28125 44.578125
  3129. Q 40.484375 46.53125 36.375 47.5
  3130. Q 32.28125 48.484375 27.875 48.484375
  3131. Q 21.1875 48.484375 17.84375 46.4375
  3132. Q 14.5 44.390625 14.5 40.28125
  3133. Q 14.5 37.15625 16.890625 35.375
  3134. Q 19.28125 33.59375 26.515625 31.984375
  3135. L 29.59375 31.296875
  3136. Q 39.15625 29.25 43.1875 25.515625
  3137. Q 47.21875 21.78125 47.21875 15.09375
  3138. Q 47.21875 7.46875 41.1875 3.015625
  3139. Q 35.15625 -1.421875 24.609375 -1.421875
  3140. Q 20.21875 -1.421875 15.453125 -0.5625
  3141. Q 10.6875 0.296875 5.421875 2
  3142. L 5.421875 11.28125
  3143. Q 10.40625 8.6875 15.234375 7.390625
  3144. Q 20.0625 6.109375 24.8125 6.109375
  3145. Q 31.15625 6.109375 34.5625 8.28125
  3146. Q 37.984375 10.453125 37.984375 14.40625
  3147. Q 37.984375 18.0625 35.515625 20.015625
  3148. Q 33.0625 21.96875 24.703125 23.78125
  3149. L 21.578125 24.515625
  3150. Q 13.234375 26.265625 9.515625 29.90625
  3151. Q 5.8125 33.546875 5.8125 39.890625
  3152. Q 5.8125 47.609375 11.28125 51.796875
  3153. Q 16.75 56 26.8125 56
  3154. Q 31.78125 56 36.171875 55.265625
  3155. Q 40.578125 54.546875 44.28125 53.078125
  3156. z
  3157. " id="DejaVuSans-73"/>
  3158. <path d="M 8.015625 75.875
  3159. L 15.828125 75.875
  3160. Q 23.140625 64.359375 26.78125 53.3125
  3161. Q 30.421875 42.28125 30.421875 31.390625
  3162. Q 30.421875 20.453125 26.78125 9.375
  3163. Q 23.140625 -1.703125 15.828125 -13.1875
  3164. L 8.015625 -13.1875
  3165. Q 14.5 -2 17.703125 9.0625
  3166. Q 20.90625 20.125 20.90625 31.390625
  3167. Q 20.90625 42.671875 17.703125 53.65625
  3168. Q 14.5 64.65625 8.015625 75.875
  3169. z
  3170. " id="DejaVuSans-29"/>
  3171. </defs>
  3172. <g style="fill:#262626;" transform="translate(180.596667 301.086663)scale(0.0768 -0.0768)">
  3173. <use xlink:href="#DejaVuSans-74"/>
  3174. <use x="39.208984" xlink:href="#DejaVuSans-69"/>
  3175. <use x="66.992188" xlink:href="#DejaVuSans-6d"/>
  3176. <use x="164.404297" xlink:href="#DejaVuSans-65"/>
  3177. <use x="225.927734" xlink:href="#DejaVuSans-20"/>
  3178. <use x="257.714844" xlink:href="#DejaVuSans-28"/>
  3179. <use x="296.728516" xlink:href="#DejaVuSans-73"/>
  3180. <use x="348.828125" xlink:href="#DejaVuSans-29"/>
  3181. </g>
  3182. </g>
  3183. </g>
  3184. <g id="matplotlib.axis_14"/>
  3185. </g>
  3186. </g>
  3187. <defs>
  3188. <clipPath id="p0acce4b8db">
  3189. <rect height="25.546752" width="353.584158" x="18.697188" y="12"/>
  3190. </clipPath>
  3191. <clipPath id="p44c4f7c191">
  3192. <rect height="25.546752" width="353.584158" x="18.697188" y="39.675648"/>
  3193. </clipPath>
  3194. <clipPath id="p8a3469e30f">
  3195. <rect height="25.546752" width="353.584158" x="18.697188" y="67.351296"/>
  3196. </clipPath>
  3197. <clipPath id="pbe17ac3180">
  3198. <rect height="25.546752" width="353.584158" x="18.697188" y="95.026944"/>
  3199. </clipPath>
  3200. <clipPath id="p9d4c660a0c">
  3201. <rect height="25.546752" width="353.584158" x="18.697188" y="122.702592"/>
  3202. </clipPath>
  3203. <clipPath id="pb893b8074c">
  3204. <rect height="127.73376" width="3.535842" x="15.161346" y="150.37824"/>
  3205. </clipPath>
  3206. <clipPath id="pb31283ad89">
  3207. <rect height="127.73376" width="353.584158" x="18.697188" y="150.37824"/>
  3208. </clipPath>
  3209. </defs>
  3210. </svg>